Population-scale and rapid testing for SARS-CoV-2 continues to be a priority for several parts of the world. We revisit the in vitro technology platforms for COVID-19 testing and diagnostics—molecular tests and rapid antigen tests, serology or antibody tests, and tests for the management of COVID-19 patients. Within each category of tests, we review the commercialized testing platforms, their analyzing systems, specimen collection protocols, testing methodologies, supply chain logistics, and related attributes. Our discussion is essentially focused on test products that have been granted emergency use authorization by the FDA to detect and diagnose COVID-19 infections. Different strategies for scaled-up and faster screening are covered here, such as pooled testing, screening programs, and surveillance testing. The near-term challenges lie in detecting subtle infectivity profiles, mapping the transmission dynamics of new variants, lowering the cost for testing, training a large healthcare workforce, and providing test kits for the masses. Through this review, we try to understand the feasibility of universal access to COVID-19 testing and diagnostics in the near future while being cognizant of the implicit tradeoffs during the development and distribution cycles of new testing platforms.
Current Status and Future Perspective of Rapid Diagnostic Kits Vaccine agains...ijtsrd
Coronavirus disease 2019 COVID 19 , which causes serious respiratory illness such as pneumonia and lung failure, was first reported in Wuhan, the capital of Hubei, China. The etiological agent of COVID 19 has been confirmed as a novel coronavirus, now known as severe acute respiratory syndrome coronavirus 2 SARS CoV 2 , which is most likely originated from zoonotic coronaviruses, like SARS CoV, which emerged in 2002. Rapid diagnostics, vaccines and therapeutics are important interventions for the management of the 2019 novel coronavirus 2019 nCoV outbreak. Currently, various diagnostic kits to test for COVID 19 are available and several repurposing therapeutics for COVID 19 have shown to be clinically effective. In addition, global institutions and companies have begun to develop vaccines for the prevention of COVID 19. Here, we review the current status of, diagnosis, and vaccine development for COVID 19. M A Nandedkar | R A Shinde | S S Bansode "Current Status and Future Perspective of Rapid Diagnostic Kits / Vaccine against COVID-19" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-4 , June 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30977.pdf Paper Url :https://www.ijtsrd.com/pharmacy/analytical-chemistry/30977/current-status-and-future-perspective-of-rapid-diagnostic-kits--vaccine-against-covid19/m-a-nandedkar
Health Advances Demystifying COVID Testing - 4th Edition.pdfHealth Advances
• As we enter the endemic phase of COVID-19, we wanted to share our final edition of Demystifying COVID-19 Testing. In this edition, we provide an update on testing dynamics and share our assessment of the impact on the industry and our predictions for the future.
Adapting to adversity: insights from a stand-alone human immunodeficiency virus testing centre in india during the covid-19 pandemic
Authors:Sumathi Muralidhar*, Abhishek Lachyan
Int J Biol Med Res. 2024; 15(1): 7750-7755
https://www.biomedscidirect.com/2857/adapting-to-adversity-insights-from-a-stand-alone-human-immunodeficiency-virus-testing-centre-in-india-during-the-covid-19-pandemic
Adapting to adversity: insights from a stand-alone human immunodeficiency virus testing centre in india during the covid-19 pandemic
Authors:Sumathi Muralidhar*, Abhishek Lachyan
Int J Biol Med Res. 2024; 15(1): 7750-7755
https://www.biomedscidirect.com/articles.php
Abstract:
Background: The global healthcare landscape confronted unprecedented challenges during the COVID-19 pandemic in 2020. Materials and Methods: This study explores how the COVID-19 pandemic impacted healthcare services in India, with a focus on the Stand-alone HIV Testing Centre (SA-ICTC) at Safdarjung Hospital, New Delhi, during the period from April 1, 2020, to March 31, 2021. Amid the pandemic, specialized clinics for Sexually Transmitted Infections (STI) and Reproductive Tract Infections (RTI) saw a decline in outpatient attendance, while the SA-ICTC faced unique challenges. Results: To address these challenges, innovative solutions were implemented, including alternate-day duty rosters, leading to increased staff efficiency and reduced errors. The study noted a 47.9% reduction in the total number of HIV tests conducted, although the proportion of HIV-positive clients accessing services remained stable. Referrals from STI clinics and Targeted Intervention sites decreased, while referrals from the Tuberculosis (TB) center remained consistent. Client categories accessing ICTC services decreased, except for referrals from Facility Integrated Counseling and Testing Centres (F-ICTC). Conclusions: This research underscores the intricate interplay between COVID-19 and HIV, prompting positive changes in healthcare work ethics, documentation practices, and service delivery. It emphasizes the significance of strategic supply chain management, recommending a 1-2-month buffer of testing kits and consumables in HIV testing facilities to ensure uninterrupted service delivery during crises, thus safeguarding the healthcare needs of vulnerable populations.
Current Status and Future Perspective of Rapid Diagnostic Kits Vaccine agains...ijtsrd
Coronavirus disease 2019 COVID 19 , which causes serious respiratory illness such as pneumonia and lung failure, was first reported in Wuhan, the capital of Hubei, China. The etiological agent of COVID 19 has been confirmed as a novel coronavirus, now known as severe acute respiratory syndrome coronavirus 2 SARS CoV 2 , which is most likely originated from zoonotic coronaviruses, like SARS CoV, which emerged in 2002. Rapid diagnostics, vaccines and therapeutics are important interventions for the management of the 2019 novel coronavirus 2019 nCoV outbreak. Currently, various diagnostic kits to test for COVID 19 are available and several repurposing therapeutics for COVID 19 have shown to be clinically effective. In addition, global institutions and companies have begun to develop vaccines for the prevention of COVID 19. Here, we review the current status of, diagnosis, and vaccine development for COVID 19. M A Nandedkar | R A Shinde | S S Bansode "Current Status and Future Perspective of Rapid Diagnostic Kits / Vaccine against COVID-19" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-4 , June 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30977.pdf Paper Url :https://www.ijtsrd.com/pharmacy/analytical-chemistry/30977/current-status-and-future-perspective-of-rapid-diagnostic-kits--vaccine-against-covid19/m-a-nandedkar
Health Advances Demystifying COVID Testing - 4th Edition.pdfHealth Advances
• As we enter the endemic phase of COVID-19, we wanted to share our final edition of Demystifying COVID-19 Testing. In this edition, we provide an update on testing dynamics and share our assessment of the impact on the industry and our predictions for the future.
Adapting to adversity: insights from a stand-alone human immunodeficiency virus testing centre in india during the covid-19 pandemic
Authors:Sumathi Muralidhar*, Abhishek Lachyan
Int J Biol Med Res. 2024; 15(1): 7750-7755
https://www.biomedscidirect.com/2857/adapting-to-adversity-insights-from-a-stand-alone-human-immunodeficiency-virus-testing-centre-in-india-during-the-covid-19-pandemic
Adapting to adversity: insights from a stand-alone human immunodeficiency virus testing centre in india during the covid-19 pandemic
Authors:Sumathi Muralidhar*, Abhishek Lachyan
Int J Biol Med Res. 2024; 15(1): 7750-7755
https://www.biomedscidirect.com/articles.php
Abstract:
Background: The global healthcare landscape confronted unprecedented challenges during the COVID-19 pandemic in 2020. Materials and Methods: This study explores how the COVID-19 pandemic impacted healthcare services in India, with a focus on the Stand-alone HIV Testing Centre (SA-ICTC) at Safdarjung Hospital, New Delhi, during the period from April 1, 2020, to March 31, 2021. Amid the pandemic, specialized clinics for Sexually Transmitted Infections (STI) and Reproductive Tract Infections (RTI) saw a decline in outpatient attendance, while the SA-ICTC faced unique challenges. Results: To address these challenges, innovative solutions were implemented, including alternate-day duty rosters, leading to increased staff efficiency and reduced errors. The study noted a 47.9% reduction in the total number of HIV tests conducted, although the proportion of HIV-positive clients accessing services remained stable. Referrals from STI clinics and Targeted Intervention sites decreased, while referrals from the Tuberculosis (TB) center remained consistent. Client categories accessing ICTC services decreased, except for referrals from Facility Integrated Counseling and Testing Centres (F-ICTC). Conclusions: This research underscores the intricate interplay between COVID-19 and HIV, prompting positive changes in healthcare work ethics, documentation practices, and service delivery. It emphasizes the significance of strategic supply chain management, recommending a 1-2-month buffer of testing kits and consumables in HIV testing facilities to ensure uninterrupted service delivery during crises, thus safeguarding the healthcare needs of vulnerable populations.
Considerations for Diagnostic COVID-19 Tests in the 4 Medical Testing Centre ...semualkaira
In this study during the coronavirus disease in 2021 (COVID-19)
pandemic, design, development, validation, verification incidence
and implementation of diagnostic tests are reported by many diagnostic tests from May until December 2021 we managed to
establish clinical validation and formal approval. In this article
we summarize the crucial role of diagnostic tests during the first
global wave of COVID-19. The technical and implementation and
diagnostics during a possible resurgence of COVID-19 in future
global waves or regional outbreaks. We continued global improvement in diagnostic test that is essential for more rapid detection of
patients, possibly at the point of care, and for optimized prevention
and treatment
Assignment on Covid 19 | Tutors India.pptxTutors India
Tutors india thesis and dissertation writing help guarantees that your dissertation is confidential, and so you do not have to worry about it.
For #Enquiry:
World: https://www.tutorsindia.com
UK: https://www.tutorsindia.com/uk
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Australia:https://www.tutorsindia.com/au/
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(UK): +44-1143520021
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Mail: info@tutorsuk.co.uk
(Whatsapp): +91-8754446690
Investigation of Long term Hazards and Multi organ Impact of SARS COV-2 in Po...Jagruti Marathe
Introduction
Background
Burden of COVID 19
Need of the study
Rationale of the study
Review of literature
Epidemiology
Hypothesis
Aim and objective
Material and Method
Criteria
Study design
Outcome
Result
Analysis
Discussion
Coronavirus are a large family of viruses that causes illness ranging from the common cold to more serve disease such as middle east respiratory syndrome(MERS-COV) and sever acute respiratory syndrome (SARS-COV).
A novel corona virus (nCOV) is a new strain that has not been previously identified in humans.
SARS-CoV-2 belongs to the Single Standing RNA Viruses class of coronaviruses, but the infection had been rapidly spreading around the world and World Health Organization (WHO) declared a pandemic .
Health Risk Prediction Using Support Vector Machine with Gray Wolf Optimizati...ijtsrd
The opinion of disease is important for Covid 19 as the antigen kit and RTPCR are unperfect and should be better for diagnosing such disease. Real Time Return Transcription real time converse transcription - polymerase chain . Healthcare practices include the collection of various sorts of patient data to help the physician diagnose the patients health. These data could be simple symptoms, first diagnosis by a doctor, or an in depth laboratory test. These data are therefore used for analyses only by a doctor, who subsequently uses his particular medical skills to found the ailment. In order to classify Covid 19 disease datasets such mild, middle and severe diseases, the proposed model utilizes the notion of controlled machine education and GWO optimization to regulate if the patient is affecting or not. An efficiency analysis is calculated and compared of disease data for both algorithms. The results of the simulations illustrate the effective nature and complexity of the data set for the grading techniques. Compared to SVM, the suggested model provides 7.8 percent improved prediction accuracy. The prediction accuracy is 8 better than the SVM. This results in an F1 score of 2 percent better than an SVM forecast. Swati Shilpi | Dr. Damodar Prasad Tiwari "Health Risk Prediction Using Support Vector Machine with Gray Wolf Optimization in Covid-19 Pandemic Crisis" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-6 , October 2021, URL: https://www.ijtsrd.com/papers/ijtsrd46400.pdf Paper URL : https://www.ijtsrd.com/engineering/computer-engineering/46400/health-risk-prediction-using-support-vector-machine-with-gray-wolf-optimization-in-covid19-pandemic-crisis/swati-shilpi
In this review, we focus on the hardware and software technologies used for the purpose of gastrointestinal tract monitoring in a safe and comfortable manner. We review the FDA guidelines for ingestible wireless telemetric medical devices, and the features incorporated in capsule systems such as microrobotics, closed-loop feedback, physiological sensing, nerve stimulation, sampling and delivery, panoramic imaging and rapid reading software. Both experimental and commercialized capsule systems with their sensors, devices, and circuits are discussed. Furthermore, the advances in biocompatible materials and batteries, edible electronics and alternative energy sources for ingestible capsule systems are presented. The clinical studies are reviewed to examine the safety and effectiveness of capsule procedures and the current challenges and outlook are summarized.
Dylan Miley*, Leonardo Bertoncello Machado*, Calvin Condo, Albert E. Jergens, Kyoung-Jin Yoon, Santosh Pandey, “Video Capsule Endoscopy and Ingestible Electronics: Emerging Trends in Sensors, Circuits, Materials, Telemetry, Optics, and Rapid Reading Software“, Advanced Devices & Instrumentation, (Science Partner Journal), Volume 2021, Article ID 9854040, 2021. https://spj.science.org/doi/10.34133/2021/9854040?permanently=true
https://doi.org/10.34133/2021/9854040
Antimicrobial resistance studies in low-cost microfluidic chipsIowa State University
By utilizing a low-cost engineering tool, we have created a microfluidic platform to study bacteria at the single cell level, allowing us to unlock insights into microbial physiology and genetics that would otherwise not be possible. The platform is composed of 3D devices made of adhesive tapes, an agarose membrane as the resting substrate, a temperature-controlled environmental chamber, and an autofocusing module. With this technology, we have been able to observe Escherichia coli morphological changes during ampicillin exposure and measure the minimum inhibitory concentration of the antibiotic. Additionally, we have been able to use CRISPR interference (CRISPRi) to evaluate gene regulation in a concentration gradient. Overall, our microfluidic platform provides a powerful, low-cost tool to uncover new genetic determinants of antibiotic susceptibility and assess the long-term effectiveness of antibiotics in bacterial cultures.
Adhesive Tape Microfluidics with an Autofocusing Module That Incorporates CRISPR Interference: Applications to Long-Term Bacterial Antibiotic Studies, Taejoon Kong, Nicholas Backes, Upender Kalwa, Christopher Legner, Gregory J. Phillips, and Santosh Pandey, ACS Sensors 2019 4 (10), 2638-2645
https://doi.org/10.1021/acssensors.9b01031
https://pubs.acs.org/doi/full/10.1021/acssensors.9b01031
Considerations for Diagnostic COVID-19 Tests in the 4 Medical Testing Centre ...semualkaira
In this study during the coronavirus disease in 2021 (COVID-19)
pandemic, design, development, validation, verification incidence
and implementation of diagnostic tests are reported by many diagnostic tests from May until December 2021 we managed to
establish clinical validation and formal approval. In this article
we summarize the crucial role of diagnostic tests during the first
global wave of COVID-19. The technical and implementation and
diagnostics during a possible resurgence of COVID-19 in future
global waves or regional outbreaks. We continued global improvement in diagnostic test that is essential for more rapid detection of
patients, possibly at the point of care, and for optimized prevention
and treatment
Assignment on Covid 19 | Tutors India.pptxTutors India
Tutors india thesis and dissertation writing help guarantees that your dissertation is confidential, and so you do not have to worry about it.
For #Enquiry:
World: https://www.tutorsindia.com
UK: https://www.tutorsindia.com/uk
UAE: https://tutorsindia.com/ae/
Australia:https://www.tutorsindia.com/au/
Newzealand: https://www.tutorsindia.com/nz/
(UK): +44-1143520021
Mail: info@tutorsindia.com
Mail: info@tutorsuk.co.uk
(Whatsapp): +91-8754446690
Investigation of Long term Hazards and Multi organ Impact of SARS COV-2 in Po...Jagruti Marathe
Introduction
Background
Burden of COVID 19
Need of the study
Rationale of the study
Review of literature
Epidemiology
Hypothesis
Aim and objective
Material and Method
Criteria
Study design
Outcome
Result
Analysis
Discussion
Coronavirus are a large family of viruses that causes illness ranging from the common cold to more serve disease such as middle east respiratory syndrome(MERS-COV) and sever acute respiratory syndrome (SARS-COV).
A novel corona virus (nCOV) is a new strain that has not been previously identified in humans.
SARS-CoV-2 belongs to the Single Standing RNA Viruses class of coronaviruses, but the infection had been rapidly spreading around the world and World Health Organization (WHO) declared a pandemic .
Health Risk Prediction Using Support Vector Machine with Gray Wolf Optimizati...ijtsrd
The opinion of disease is important for Covid 19 as the antigen kit and RTPCR are unperfect and should be better for diagnosing such disease. Real Time Return Transcription real time converse transcription - polymerase chain . Healthcare practices include the collection of various sorts of patient data to help the physician diagnose the patients health. These data could be simple symptoms, first diagnosis by a doctor, or an in depth laboratory test. These data are therefore used for analyses only by a doctor, who subsequently uses his particular medical skills to found the ailment. In order to classify Covid 19 disease datasets such mild, middle and severe diseases, the proposed model utilizes the notion of controlled machine education and GWO optimization to regulate if the patient is affecting or not. An efficiency analysis is calculated and compared of disease data for both algorithms. The results of the simulations illustrate the effective nature and complexity of the data set for the grading techniques. Compared to SVM, the suggested model provides 7.8 percent improved prediction accuracy. The prediction accuracy is 8 better than the SVM. This results in an F1 score of 2 percent better than an SVM forecast. Swati Shilpi | Dr. Damodar Prasad Tiwari "Health Risk Prediction Using Support Vector Machine with Gray Wolf Optimization in Covid-19 Pandemic Crisis" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-6 , October 2021, URL: https://www.ijtsrd.com/papers/ijtsrd46400.pdf Paper URL : https://www.ijtsrd.com/engineering/computer-engineering/46400/health-risk-prediction-using-support-vector-machine-with-gray-wolf-optimization-in-covid19-pandemic-crisis/swati-shilpi
In this review, we focus on the hardware and software technologies used for the purpose of gastrointestinal tract monitoring in a safe and comfortable manner. We review the FDA guidelines for ingestible wireless telemetric medical devices, and the features incorporated in capsule systems such as microrobotics, closed-loop feedback, physiological sensing, nerve stimulation, sampling and delivery, panoramic imaging and rapid reading software. Both experimental and commercialized capsule systems with their sensors, devices, and circuits are discussed. Furthermore, the advances in biocompatible materials and batteries, edible electronics and alternative energy sources for ingestible capsule systems are presented. The clinical studies are reviewed to examine the safety and effectiveness of capsule procedures and the current challenges and outlook are summarized.
Dylan Miley*, Leonardo Bertoncello Machado*, Calvin Condo, Albert E. Jergens, Kyoung-Jin Yoon, Santosh Pandey, “Video Capsule Endoscopy and Ingestible Electronics: Emerging Trends in Sensors, Circuits, Materials, Telemetry, Optics, and Rapid Reading Software“, Advanced Devices & Instrumentation, (Science Partner Journal), Volume 2021, Article ID 9854040, 2021. https://spj.science.org/doi/10.34133/2021/9854040?permanently=true
https://doi.org/10.34133/2021/9854040
Antimicrobial resistance studies in low-cost microfluidic chipsIowa State University
By utilizing a low-cost engineering tool, we have created a microfluidic platform to study bacteria at the single cell level, allowing us to unlock insights into microbial physiology and genetics that would otherwise not be possible. The platform is composed of 3D devices made of adhesive tapes, an agarose membrane as the resting substrate, a temperature-controlled environmental chamber, and an autofocusing module. With this technology, we have been able to observe Escherichia coli morphological changes during ampicillin exposure and measure the minimum inhibitory concentration of the antibiotic. Additionally, we have been able to use CRISPR interference (CRISPRi) to evaluate gene regulation in a concentration gradient. Overall, our microfluidic platform provides a powerful, low-cost tool to uncover new genetic determinants of antibiotic susceptibility and assess the long-term effectiveness of antibiotics in bacterial cultures.
Adhesive Tape Microfluidics with an Autofocusing Module That Incorporates CRISPR Interference: Applications to Long-Term Bacterial Antibiotic Studies, Taejoon Kong, Nicholas Backes, Upender Kalwa, Christopher Legner, Gregory J. Phillips, and Santosh Pandey, ACS Sensors 2019 4 (10), 2638-2645
https://doi.org/10.1021/acssensors.9b01031
https://pubs.acs.org/doi/full/10.1021/acssensors.9b01031
Flexible chip for long-term antimicrobial resistance experimentsIowa State University
By creating a low-cost, three-dimensional microfluidic platform, we have improved our ability to study bacterial cells at the single cell level. This technology allows for prolonged culturing of bacteria in a controlled environment, as well as high resolution observation and imaging of cells. We have used this platform to examine morphological changes in Escherichia coli exposed to ampicillin and to quantify the minimum inhibitory concentration of the antibiotic. Additionally, we demonstrated the potential for precise gene regulation using CRISPR interference (CRISPRi) in a concentration gradient. Ultimately, this engineering tool should be useful for uncovering new genetic factors that influence antibiotic susceptibility and evaluating the long-term effectiveness of antibiotics.
Adhesive Tape Microfluidics with an Autofocusing Module That Incorporates CRISPR Interference: Applications to Long-Term Bacterial Antibiotic Studies, Taejoon Kong, Nicholas Backes, Upender Kalwa, Christopher Legner, Gregory J. Phillips, and Santosh Pandey, ACS Sensors 2019 4 (10), 2638-2645
https://doi.org/10.1021/acssensors.9b01031
https://pubs.acs.org/doi/full/10.1021/acssensors.9b01031
In this paper, we explore the use of microfluidic paper-based analytical devices (PADs) to study the behavior of Caenorhabditis elegans. We show how these devices can be fabricated on paper and plastic substrates, as well as how to load, visualize, and transfer single and multiple nematodes. We also demonstrate the use of anthelmintic drug, levamisole, to perform chemical testing on C. elegans. Furthermore, we provide a custom program that is able to recognize individual worms on the PADs in real-time and extract their locomotion parameters. This combination of PADs and the nematode tracking program creates a low-cost, easy-to-fabricate imaging and screening assay that is superior to standard agarose plates or polymeric microfluidic devices for non-microfluidic, nematode laboratories.
Zach Njus, Taejoon Kong, Upender Kalwa, Christopher Legner, Matthew Weinstein, Shawn Flanigan, Jenifer Saldanha, and Santosh Pandey, "Flexible and disposable paper- and plastic-based gel micropads for nematode handling, imaging, and chemical testing", APL Bioengineering 1, 016102 (2017)
https://doi.org/10.1063/1.5005829
https://aip.scitation.org/doi/10.1063/1.5005829
The resistance of parasites to existing drugs and the availability of better technology platforms has driven the discovery of new drugs. Microfluidic devices have been used to facilitate faster screening of compounds, controlled sampling/sorting of whole animals, and automated behavioral pattern recognition. In most cases, drug effects on small creatures (e.g., Caenorhabditis elegans) are measuredelegant by a single parameter such as worm velocity or stroke frequency. We present a multi-parameter extraction method to characterize modes of paralysis in C. elegans over a longer duration. This was done using a microfluidic device featuring real-time imaging, exposing worms to four anthelmintic drugs at EC75, where 75% of the worm population is affected. We monitored the worms' behavior with metrics such as curls per second, types of paralyzation, mode frequency, and number/duration of active/immobilization periods. Differences were observed in how the worms paralyzed in the various drug environments at equivalent concentrations. This study highlights the importance of assessing drug effects on small animals with multiple parameters, measured at regular intervals over a prolonged period, to accurately detect resistance and adaptability in chemical environments.
Roy Lycke, Archana Parashar, and Santosh Pandey, "Microfluidics-enabled method to identify modes of Caenorhabditis elegans paralysis in four anthelmintics", Biomicrofluidics 7, 064103 (2013).
https://doi.org/10.1063/1.4829777
https://aip.scitation.org/doi/10.1063/1.4829777
Melanoma is a particularly dangerous type of skin cancer and is hard to treat in its later stages. Therefore, early detection is key in reducing mortality rates. In order to assist dermatologists in doing this, computer-aided systems have been designed for desktop computers. However, there is a desire for the development of mobile, at-home diagnostics for melanoma risk assessment. Here, we introduce a smartphone application that captures images and extracts ABCD features to classify skin lesions as either malignant or benign. The algorithms used are adaptive to make the process light and user-friendly, as well as reliable in diagnosis. Images can be taken with the phone's camera or imported from public datasets. The entire process of taking the image, performing preprocessing, segmentation and classification is completed on an Android smartphone in a short time. Our application is evaluated on a dataset of 200 images, and achieved either comparable or better performance metrics than other methods. Additionally, it is easy-to-download and easy-to-navigate for the user, which is important for the widespread use of such diagnostics.
Kalwa, U.; Legner, C.; Kong, T.; Pandey, S. Skin Cancer Diagnostics with an All-Inclusive Smartphone Application. Symmetry 2019, 11, 790. https://doi.org/10.3390/sym11060790
https://www.mdpi.com/2073-8994/11/6/790
A CMOS biosensor with a folded floating-gate is created to detect charged biochemical molecules. It contains a FET, a control-gate and a sensing area. The floating-gate spans the whole device, allowing the sensing area to be placed on top of the FET, resulting in a decrease of the device's total area. The device is sensitive to the polarity and quantity of charged poly amino acids and could be used for electronic recognition of temporal and spatial migration of charges, such as in biological phenomena.
B. Chen, A. Parashar and S. Pandey, "Folded Floating-Gate CMOS Biosensor for the Detection of Charged Biochemical Molecules," IEEE Sensors Journal, vol. 11, no. 11, pp. 2906-2910, Nov. 2011, doi: 10.1109/JSEN.2011.2149514.
https://ieeexplore.ieee.org/document/5762313
We attempt to offer an innovative solution to the issues of long response times, large volumes of actuation fluid, and external control circuitry that have been associated with past approaches in creating switches in paper microfluidics. Our method consists of a device created from chromatography paper and featuring folds which, when selectively wetted with an actuation fluid, will either raise or lower the actuator's tip and thus engage or break the desired fluidic connections. As a result, response time is drastically reduced (2 seconds) and the volume of actuation fluid consumed is extremely small (4 microliters). We have tested this approach with six switch configurations, ranging from single-pole single-throw (normally OFF and normally ON) to single-pole double-throw (with single and double break). We further demonstrate its potential with a colorimetric assay involving six actuators in parallel, which can detect the presence of three analytes (glucose, protein, and nitrite) in artificial saliva. Finally, this work brings in the concept of origami to paper microfluidics, combining multiple-fold geometries for programmable switching of fluidic connections.
"A fast, reconfigurable flow switch for paper
microfluidics based on selective wetting of folded
paper actuator strips",
Lab on Chip, 2017, 17, 3621
A method to create smart and flexible switches for the regulation of liquid flow across multiple channels is essential in paper microfluidics. Prior approaches are hampered by long response times, high actuation fluid volumes, and external control circuitry. To diminish these problems, we designed a distinctive actuator device fashioned entirely from chromatography paper and featuring folds. The fold can be selectively wetted by an actuation fluid at either the crest or trough, resulting in the raising or lowering of the actuator's tip and thus bringing about the connection or severance of fluidic channels. This actuation principle reduces the response time to only two seconds and the amount of fluid used to merely four microliters. We have also added six switch arrangements which can be divided into single-pole single-throw (normally OFF and normally ON) and single-pole double-throw (with single and double break). The utilization of six actuators in a parallel system allowed us to construct an autonomous colorimetric assay for the detection of three analytes - glucose, protein, and nitrite - in artificial saliva. This study has brought the concept of origami to paper microfluidics, allowing the use of multiple-fold geometries for the programmable switching of fluidic connections.
Taejoon Kong et al, "A fast, reconfigurable flow switch for paper
microfluidics based on selective wetting of folded
paper actuator strips", Lab on Chip, 2017, 17, 3621
The transmembrane proteins known as ion channels play a role in controlling and preserving the ionic concentrations across the cell membrane. Modeling the flux of ions in and out of these channels on an atomic level is essential for understanding several neurological diseases and related pharmaceutical discoveries. Recent experimental research has provided information on the channel's physical structure which can be used to create realistic ion transport models. Different trajectories exist for the ions entering the channel, each having its own probability of occurrence. Variables that measure these trajectories are the translocation and return probabilities, average lifetime, and spectral density of the ion number fluctuations. Theoretical analysis of ion transport has been restricted to low-resolution continuum diffusion-based or kinetic-based models which do not consider important factors that have an effect on ionic conduction. This paper extends previous models by an electro-diffusion model which takes into account the effects of electric fields, energy barriers, and rate-limited association/dissociation of ions with surface charges present inside the channel. Derived from the analytical model are the survival probability and spectral density.
:Analytical Modeling of the Ion Number Fluctuations in Biological Ion Channels"
Journal of Nanoscience and Nanotechnology; Vol. 12, 2489–2495, 2012
Ion Channel Fluctuations in Transmemembrane Proteins within Cell MembranesIowa State University
The transmembrane proteins known as ion channels play a role in controlling and preserving the ionic concentrations across the cell membrane. Modeling the flux of ions in and out of these channels on an atomic level is essential for understanding several neurological diseases and related pharmaceutical discoveries. Recent experimental research has provided information on the channel's physical structure which can be used to create realistic ion transport models. Different trajectories exist for the ions entering the channel, each having its own probability of occurrence. Variables that measure these trajectories are the translocation and return probabilities, average lifetime, and spectral density of the ion number fluctuations. Theoretical analysis of ion transport has been restricted to low-resolution continuum diffusion-based or kinetic-based models which do not consider important factors that have an effect on ionic conduction. This paper extends previous models by an electro-diffusion model which takes into account the effects of electric fields, energy barriers, and rate-limited association/dissociation of ions with surface charges present inside the channel. Derived from the analytical model are the survival probability and spectral density.
This paper presents a remote monitoring tool for the objective measurement of behavioral indicators that can help in assessing the health and welfare of pigs in precision swine production. The multiparameter electronic sensor board can measure posture, gait, vocalization, and external temperature, and has been characterized through laboratory measurements and animal tests. Machine learning algorithms and decision support tools can be implemented to detect animal lameness, lethargy, pain, injury, and distress. The adoption of this technology could lead to more efficient management of farm animals, better targeting of sick animals, lower medical costs, and fewer antibiotics being used. Challenges and a road map for technology adoption are discussed, along with suggestions for future improvements.
Animals 2021, 11(9), 2665; https://doi.org/10.3390/ani11092665
We propose a remote monitoring device for measuring behavioral indicators like posture, gait, vocalization, and external temperature which can help in evaluating the health and welfare of pigs. The multiparameter electronic sensor board was tested in a laboratory and on animals. Machine learning algorithms and decision support tools can be used to detect lameness, lethargy, pain, injury, and distress. The roadmap for technology adoption, potential benefits, and further challenges are discussed. This technology could help in efficient management of farm animals, providing targeted attention to sick animals, saving medical costs, and reducing the use of antibiotics.
"Behavioral Monitoring Tool for Pig Farmers: Ear Tag Sensors,
Machine Intelligence, and Technology Adoption Roadmap",
Animals 2021, 11, 2665.
https://doi.org/10.3390/ani11092665
In this study, two sets of experiments were conducted in order to investigate the impact of static magnetic fields on the growth and ethanol production of Saccharomyces cerevisiae. The first experiment ran for 25 hours with a 2% dextrose loading rate, while the second ran for 30 hours with a 6% dextrose loading rate. The magnetic fields used were homogeneous and non-homogeneous, with strengths of 100 mT and 200 mT, respectively. The results showed that the homogenous magnetic field had no significant effect on cell growth, whilst the non-homogeneous field yielded an increase of approximately 8% in peak ethanol concentration compared to the control.
Deutmeyer, A. , Raman, R. , Murphy, P. and Pandey, S. (2011) Effect of magnetic field on the fermentation kinetics of Saccharomyces cerevisiae. Advances in Bioscience and Biotechnology, 2, 207-213.
doi: 10.4236/abb.2011.24031.
https://www.scirp.org/journal/paperinformation.aspx?paperid=6857
Magnetic field to improve fermentation kinetics for ethanol production Iowa State University
Two experiments were conducted to analyze the influence that magnetic fields have on cell growth and ethanol production during fermentation. The first experiment was conducted for 25 hours at a 2% dextrose loading rate with a homogeneous and non-homogeneous static magnetic field of 100 mT and 200 mT, respectively. The second experiment was conducted for 30 hours at a 6% dextrose loading rate with a non-homogeneous static magnetic field of 200 mT. The results indicated that homogeneous magnetic fields did not have a significant effect on the yeast cell growth. However, the non-homogeneous static magnetic field resulted in about 8% more peak ethanol concentration than the control for the 2% dextrose loading rate.
To evaluate the severity of SCN infections in the field, population densities of nematode eggs must be calculated. A method utilizing OptiPrep as a density gradient medium has been shown to provide more effective separation and recovery of extracted eggs compared to sucrose centrifugation. Furthermore, computerized processes have been established to facilitate the discernment and enumeration of eggs from processed samples. A high-resolution scanner was employed to capture static images of eggs and debris on filter papers, and a deep learning network was trained to distinguish and count the eggs from the debris. Additionally, a lensless imaging setup was established using standard components, and the egg samples were allowed to pass through a microfluidic flow chip created from double-sided adhesive tape. Holographic videos were then recorded of the eggs and debris as they moved through, which were reconstructed and processed by a custom software program to obtain the egg counts. The software programs' efficacy for egg counting was validated using soil samples obtained from two farms, and the results were compared to those obtained through manual counting.
Kalwa U, Legner C, Wlezien E, Tylka G, Pandey S (2019) New methods of removing debris and high-throughput counting of cyst nematode eggs extracted from field soil. PLOS ONE 14(10): e0223386.
https://doi.org/10.1371/journal.pone.0223386
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0223386
To evaluate the level of infestation of the soybean cyst nematode (SCN), Heterodera glycines, in the field, egg population densities are determined from soil samples. Sucrose centrifugation is a common technique for separating debris from the extracted SCN eggs. We have developed a procedure, however, that employs OptiPrep as a density gradient medium, with improved extraction and recovery of the eggs compared to the sucrose centrifugation technique. Also, we have built computerized methods to automate the identification and counting of the nematode eggs from the processed samples. One approach uses a high-resolution scanner to capture static images of the eggs and debris on filter papers and a deep learning network is trained to detect and count the eggs. The second approach utilizes a lensless imaging setup with off-the-shelf components and the egg samples flow through a microfluidic flowchip. Holographic videos are taken of the passing eggs and debris, which are then reconstructed and processed by a custom software program to calculate egg counts. To evaluate the performance of the software programs, SCN-infested soils were collected from two farms and the results were compared with manual counts.
Kalwa U, Legner C, Wlezien E, Tylka G, Pandey S (2019), New methods of removing debris and high-throughput counting of cyst nematode eggs extracted from field soil. PLOS ONE 14(10): e0223386.
https://doi.org/10.1371/journal.pone.0223386
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0223386
Effect of Static Magnetic Field on Parasitic Worms in MicroChipsIowa State University
This study uses the model organism, C. elegans, to investigate its sensitivity and response to static magnetic fields. Wild-type C. elegans are put into microfluidic channels and exposed to permanent magnets for five cycles of thirty-second time intervals at field strengths ranging from 5 milli Tesla to 120 milli Tesla. Recorded and analyzed with custom software, the results of the worm's movement - the average velocity, turning and curling percentage - were compared to control experiments. Surprisingly, the results did not show any significant difference, indicating that C. elegans may not be able to sense static magnetic fields at the range of field strengths tested.
Njus, Z. , Feldmann, D. , Brien, R. , Kong, T. , Kalwa, U. and Pandey, S. (2015) Characterizing the Effect of Static Magnetic Fields on C. elegans Using Microfluidics. Advances in Bioscience and Biotechnology, 6, 583-591.
doi: 10.4236/abb.2015.69061.
https://www.scirp.org/journal/paperinformation.aspx?paperid=59434
The integration of physical and chemical sensing mechanisms found in nature has been harnessed to enable the development of wearable devices that can track the biochemical and physiological signals of the human body. Numerous consumer electronics have been developed to measure activity, posture, heart rate, respiration rate, and blood oxygen level. Sweat sampling provides a source of biomarkers that is accessible in a continuous, on-the-go, and non-invasive way, allowing for unique developments in wearable sweat sensing. This review focuses on recent trends in material science, device development, sensing mechanisms, power generation, and data management related to these devices. Additionally, exemplary wearable sweat sensors and commercialization efforts in this area are discussed, with an emphasis on the multifunctional sensing platforms that integrate data from both physical and biochemical sweat sensors.
Recent developments in wearable physical sensors have enabled the development of a number of consumer electronics products which measure parameters related to activity, posture, heart rate, respiration rate, and blood oxygen level. However, progress in the development of wearable chemical sensors has been slower due to the inherent challenges in retrieving and processing bodily fluids. Sweat is a valuable source of biomarkers which can be accessed continuously, on-the-go, and non-invasively. This review provides an overview of recent trends in the area of wearable sweat sensing, looking at topics such as material science, device development, sensing mechanisms, power generation, and data management. Examples of wearable sweat sensors published in recent years, as well as commercialization efforts in this field are also presented. The review highlights the trends in multifunctional sensing platforms which incorporate flexible electronics to integrate data from both physical and biochemical sensors.
Explore natural remedies for syphilis treatment in Singapore. Discover alternative therapies, herbal remedies, and lifestyle changes that may complement conventional treatments. Learn about holistic approaches to managing syphilis symptoms and supporting overall health.
TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Ve...kevinkariuki227
TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Verified Chapters 1 - 19, Complete Newest Version.pdf
TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Verified Chapters 1 - 19, Complete Newest Version.pdf
Tom Selleck Health: A Comprehensive Look at the Iconic Actor’s Wellness Journeygreendigital
Tom Selleck, an enduring figure in Hollywood. has captivated audiences for decades with his rugged charm, iconic moustache. and memorable roles in television and film. From his breakout role as Thomas Magnum in Magnum P.I. to his current portrayal of Frank Reagan in Blue Bloods. Selleck's career has spanned over 50 years. But beyond his professional achievements. fans have often been curious about Tom Selleck Health. especially as he has aged in the public eye.
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Introduction
Many have been interested in Tom Selleck health. not only because of his enduring presence on screen but also because of the challenges. and lifestyle choices he has faced and made over the years. This article delves into the various aspects of Tom Selleck health. exploring his fitness regimen, diet, mental health. and the challenges he has encountered as he ages. We'll look at how he maintains his well-being. the health issues he has faced, and his approach to ageing .
Early Life and Career
Childhood and Athletic Beginnings
Tom Selleck was born on January 29, 1945, in Detroit, Michigan, and grew up in Sherman Oaks, California. From an early age, he was involved in sports, particularly basketball. which played a significant role in his physical development. His athletic pursuits continued into college. where he attended the University of Southern California (USC) on a basketball scholarship. This early involvement in sports laid a strong foundation for his physical health and disciplined lifestyle.
Transition to Acting
Selleck's transition from an athlete to an actor came with its physical demands. His first significant role in "Magnum P.I." required him to perform various stunts and maintain a fit appearance. This role, which he played from 1980 to 1988. necessitated a rigorous fitness routine to meet the show's demands. setting the stage for his long-term commitment to health and wellness.
Fitness Regimen
Workout Routine
Tom Selleck health and fitness regimen has evolved. adapting to his changing roles and age. During his "Magnum, P.I." days. Selleck's workouts were intense and focused on building and maintaining muscle mass. His routine included weightlifting, cardiovascular exercises. and specific training for the stunts he performed on the show.
Selleck adjusted his fitness routine as he aged to suit his body's needs. Today, his workouts focus on maintaining flexibility, strength, and cardiovascular health. He incorporates low-impact exercises such as swimming, walking, and light weightlifting. This balanced approach helps him stay fit without putting undue strain on his joints and muscles.
Importance of Flexibility and Mobility
In recent years, Selleck has emphasized the importance of flexibility and mobility in his fitness regimen. Understanding the natural decline in muscle mass and joint flexibility with age. he includes stretching and yoga in his routine. These practices help prevent injuries, improve posture, and maintain mobilit
These simplified slides by Dr. Sidra Arshad present an overview of the non-respiratory functions of the respiratory tract.
Learning objectives:
1. Enlist the non-respiratory functions of the respiratory tract
2. Briefly explain how these functions are carried out
3. Discuss the significance of dead space
4. Differentiate between minute ventilation and alveolar ventilation
5. Describe the cough and sneeze reflexes
Study Resources:
1. Chapter 39, Guyton and Hall Textbook of Medical Physiology, 14th edition
2. Chapter 34, Ganong’s Review of Medical Physiology, 26th edition
3. Chapter 17, Human Physiology by Lauralee Sherwood, 9th edition
4. Non-respiratory functions of the lungs https://academic.oup.com/bjaed/article/13/3/98/278874
CDSCO and Phamacovigilance {Regulatory body in India}NEHA GUPTA
The Central Drugs Standard Control Organization (CDSCO) is India's national regulatory body for pharmaceuticals and medical devices. Operating under the Directorate General of Health Services, Ministry of Health & Family Welfare, Government of India, the CDSCO is responsible for approving new drugs, conducting clinical trials, setting standards for drugs, controlling the quality of imported drugs, and coordinating the activities of State Drug Control Organizations by providing expert advice.
Pharmacovigilance, on the other hand, is the science and activities related to the detection, assessment, understanding, and prevention of adverse effects or any other drug-related problems. The primary aim of pharmacovigilance is to ensure the safety and efficacy of medicines, thereby protecting public health.
In India, pharmacovigilance activities are monitored by the Pharmacovigilance Programme of India (PvPI), which works closely with CDSCO to collect, analyze, and act upon data regarding adverse drug reactions (ADRs). Together, they play a critical role in ensuring that the benefits of drugs outweigh their risks, maintaining high standards of patient safety, and promoting the rational use of medicines.
Basavarajeeyam is a Sreshta Sangraha grantha (Compiled book ), written by Neelkanta kotturu Basavaraja Virachita. It contains 25 Prakaranas, First 24 Chapters related to Rogas& 25th to Rasadravyas.
ARTIFICIAL INTELLIGENCE IN HEALTHCARE.pdfAnujkumaranit
Artificial intelligence (AI) refers to the simulation of human intelligence processes by machines, especially computer systems. It encompasses tasks such as learning, reasoning, problem-solving, perception, and language understanding. AI technologies are revolutionizing various fields, from healthcare to finance, by enabling machines to perform tasks that typically require human intelligence.
Knee anatomy and clinical tests 2024.pdfvimalpl1234
This includes all relevant anatomy and clinical tests compiled from standard textbooks, Campbell,netter etc..It is comprehensive and best suited for orthopaedicians and orthopaedic residents.
Ozempic: Preoperative Management of Patients on GLP-1 Receptor Agonists Saeid Safari
Preoperative Management of Patients on GLP-1 Receptor Agonists like Ozempic and Semiglutide
ASA GUIDELINE
NYSORA Guideline
2 Case Reports of Gastric Ultrasound
2. Sensors 2021, 21, 6581 2 of 24
and most impacted by COVID-19 [9]. On a parallel front, the Foundation for Innovative
New Diagnostics (FIND), a Geneva-based not-for-profit organization, has led international
partnerships for scaled-up development and delivery of COVID-19 tests through its Access
to COVID-19 Tools (ACT) Accelerator [8]. Despite these commendable efforts, the pandemic
continues to rattle several parts of the world, especially the low- and middle-income
households where testing sites are inaccessible and test kits are cost-prohibitive or in
limited supply [10]. For the long-term containment of the virus, the current goal of
governments and institutions worldwide lies in the equitable distribution of COVID-19
testing resources in a sustainable manner [7,10].
Our objective here is to review the commercialized in vitro diagnostic tests for the de-
tection of SARS-CoV-2, primarily focusing on tests granted Emergency Use Authorization
(EUA) by the U.S. Food and Drug Administration (FDA). We expand upon previous review
papers on COVID-19 test assays published since the start of the global pandemic [7,10–12]
by providing a comprehensive review of current testing methods available from the com-
panies granted FDA EUA. Various attributes of COVID-19 testing platforms are tabulated
and comparative studies on the evaluation and validation of available tests are discussed.
We try to understand the implicit tradeoffs of cost, convenience, and quality of available
COVID-19 tests based on the information gathered from websites, databases, and blogs
of product companies, federal and medical agencies, and governing bodies. The outline
of this paper is as follows. Section 2 provides a brief overview of in vitro diagnostic (IVD)
tests for SARS-CoV-2, and the different at-home and population-scale testing strategies.
Section 3 discusses the standardized regulatory and reporting guidelines for device man-
ufacturers and testing facilities. Sections 4 and 5 describe the molecular diagnostic tests
for SARS-CoV-2 using respiratory specimens and saliva specimens, respectively. Section 6
describes the rapid antigen tests for SARS-CoV-2, including lateral flow assays with visual
readout. Section 7 talks about the deployment of COVID-19 test kit vending machines
and Testing-as-a-Service platforms. Section 8 deals with serology or antibody tests for
SARS-CoV-2, such as assays to measure immunoglobulins or total antibodies in blood.
Section 9 describes the diagnostic tests for the management of COVID-19 patients that track
the biomarkers of inflammation (e.g., interleukin-6). Section 10 discusses the challenges
and outlook related to lowering the testing costs, improving the performance metrics,
building a robust supply chain, and better containment of new variants (such as the Delta
and Lambda Variants of the Coronavirus).
2. Diagnostic Tests for SARS-CoV-2: An Overview
The FDA has granted Emergency Use Authorization (EUA) to several in vitro diagnos-
tic tests for SARS-CoV-2 [6]. These IVD tests are grouped into three categories − diagnostic
tests (i.e., molecular tests and ‘rapid’ antigen tests), serology or antibody tests, and tests for
the management of COVID-19 patients depending on their suitability to detect the disease
parameters from the onset of symptoms (Figure 1) [10,11,13]. The first type of IVD tests
are diagnostic tests that detect parts of the SARS-CoV-2 virus for the diagnosis of active
COVID-19 infection (i.e., where there is active shedding of the virus). The samples for
diagnostic tests are collected using a nasal or throat swab, or from saliva by spitting into
a tube. Sometimes, secretions from the lower respiratory tract, such as sputum and bron-
choalveolar lavage fluid, are also used for confirmatory tests [7]. The second type of IVD
tests are serology or antibody tests that measure the presence of antibodies to SARS-CoV-2
from serum, plasma or whole blood from finger stick or veins. The detected antibodies are
indicative of previous exposure to the virus or immune status of the individual. The third
type of IVD tests evaluate the severe inflammatory response in patients with confirmed
COVID-19 infection, typically by measuring the levels of interleukin-6 (IL-6) in serum,
plasma or whole blood [11].
3. Sensors 2021, 21, 6581 3 of 24
veloper to leverage the data from previous EUA-authorized assays by submitting a right
of reference from the sponsor. By doing so, new developers can leverage the CDC’s in
silico and cross reactivity tests, rather than repeating the tests on their assays. As an ex-
ample, the CDC has granted the right of reference for its CDC 2019-nCoV Real-Time RT-
PCR Diagnostic Panel and Influenza SARS-CoV-2 (Flu SC2) Multiplex Assay to any entity
seeking an FDA EUA for a COVID-19 diagnostic device or developing a multi-analyte
respiratory panel including SARS-CoV-2 [6].
Figure 1. Suitability of different types of in vitro diagnostic tests during the progression of COVID-
19 infection. Approximate time intervals of SARS-CoV-2 exposure, incubation, symptoms, and re-
covery are illustrated. The detectability of the viral genetic material, viral proteins, and antibodies
(IgM and IgG) to the virus are shown for the RT-PCR test, rapid antigen test, and antibody tests,
respectively.
The FDA’s In Vitro Diagnostics EUAs website provides a list of companies whose
COVID-19 test kits have received Emergency Use Authorization (EUA) [6]. At the time of
this publication, there were roughly 243 entries for authorized SARS-CoV-2 molecular di-
agnostic tests, 79 entries for authorized SARS-CoV-2 serology or antibody tests, and 3 en-
tries for authorized in vitro diagnostic tests for the management of COVID-19 patients. In
this review, we primarily focus on these COVID-19 test kits granted FDA EUA. On a cau-
tionary note, IVD tests are not suitable for COVID-19 patients showing emergency warn-
ing signs, such as “breathing difficulty, persistent pain or pressure in the chest, inability
to wake up or stay awake, new confusion, and bluish lips or face” [3].
Within the United States, IVD tests are offered at local health centers and select phar-
macies such as Walgreens, CVS Health, Rite Aid, Walmart, Health Mart, eTrueNorth, and
Topco. The U.S. Families First Coronavirus Response Act ensures that COVID-19 tests are
freely available to anyone. Some at-home IVD tests produce results within a few minutes,
while others could require the patient to mail the sample to a testing lab for analysis. Apart
from at-home testing, laboratories and testing sites are pursuing alternate testing strate-
gies for faster screening of COVID-19 infections, such as pooled testing, screening pro-
grams, and surveillance testing [7,10]. Pooled testing is performed where the samples
from different individuals are combined into one sample and tested together [5]. It is suit-
able for testing multiple people for COVID-19 in a shorter time, particularly in low-re-
source settings where there are limited testing supplies. If the result of the pooled test is
negative, then none of the individuals are likely to have an active COVID-19 infection.
Otherwise, if the pooled test is positive, the individuals are re-tested by taking a new sam-
ple from everyone to determine which samples are positive. Screening programs are es-
sential for testing individuals regularly (e.g., daily or weekly) to identify COVID-19 posi-
tive cases and catch the outbreaks early on [7]. Surveillance testing can be used to estimate
Time after onset of symptoms
Week -2 Week -1 Week 1 Week 2 Week 3 Week 4
Exposure Incubation
Antibody test (IgM)
RT-PCR test
Rapid Antigen test
Antibody test (IgG)
Symptoms Recovery
Figure 1. Suitability of different types of in vitro diagnostic tests during the progression of COVID-19
infection. Approximate time intervals of SARS-CoV-2 exposure, incubation, symptoms, and recovery
are illustrated. The detectability of the viral genetic material, viral proteins, and antibodies (IgM and
IgG) to the virus are shown for the RT-PCR test, rapid antigen test, and antibody tests, respectively.
The FDA and Centers for Disease Control and Prevention (CDC) have taken several
steps to speed up scientific discovery towards commercialization and reduce the burden
of test validation for new test developers [6]. For instance, the FDA allows any new
developer to leverage the data from previous EUA-authorized assays by submitting a
right of reference from the sponsor. By doing so, new developers can leverage the CDC’s
in silico and cross reactivity tests, rather than repeating the tests on their assays. As an
example, the CDC has granted the right of reference for its CDC 2019-nCoV Real-Time RT-
PCR Diagnostic Panel and Influenza SARS-CoV-2 (Flu SC2) Multiplex Assay to any entity
seeking an FDA EUA for a COVID-19 diagnostic device or developing a multi-analyte
respiratory panel including SARS-CoV-2 [6].
The FDA’s In Vitro Diagnostics EUAs website provides a list of companies whose
COVID-19 test kits have received Emergency Use Authorization (EUA) [6]. At the time
of this publication, there were roughly 243 entries for authorized SARS-CoV-2 molecular
diagnostic tests, 79 entries for authorized SARS-CoV-2 serology or antibody tests, and
3 entries for authorized in vitro diagnostic tests for the management of COVID-19 patients.
In this review, we primarily focus on these COVID-19 test kits granted FDA EUA. On
a cautionary note, IVD tests are not suitable for COVID-19 patients showing emergency
warning signs, such as “breathing difficulty, persistent pain or pressure in the chest, inability
to wake up or stay awake, new confusion, and bluish lips or face” [3].
Within the United States, IVD tests are offered at local health centers and select
pharmacies such as Walgreens, CVS Health, Rite Aid, Walmart, Health Mart, eTrueNorth,
and Topco. The U.S. Families First Coronavirus Response Act ensures that COVID-19
tests are freely available to anyone. Some at-home IVD tests produce results within a
few minutes, while others could require the patient to mail the sample to a testing lab for
analysis. Apart from at-home testing, laboratories and testing sites are pursuing alternate
testing strategies for faster screening of COVID-19 infections, such as pooled testing,
screening programs, and surveillance testing [7,10]. Pooled testing is performed where the
samples from different individuals are combined into one sample and tested together [5].
It is suitable for testing multiple people for COVID-19 in a shorter time, particularly in
low-resource settings where there are limited testing supplies. If the result of the pooled test
is negative, then none of the individuals are likely to have an active COVID-19 infection.
Otherwise, if the pooled test is positive, the individuals are re-tested by taking a new
sample from everyone to determine which samples are positive. Screening programs are
essential for testing individuals regularly (e.g., daily or weekly) to identify COVID-19
positive cases and catch the outbreaks early on [7]. Surveillance testing can be used to
estimate the disease burden on the population (e.g., in a school or organization) to help
officials understand and evaluate the effectiveness of their mitigation efforts [11].
4. Sensors 2021, 21, 6581 4 of 24
3. Reporting Guidelines for Device Manufacturers and Testing Facilities
The FDA and CDC has set reporting guidelines for the manufactures of COVID-19 test
kits and facilities (e.g., testing sites, clinics, and laboratories) where testing is conducted.
The device manufacturers are expected to report performance parameters of their tests,
such as accuracy (sensitivity, specificity), positive and negative predictive values, and
likelihood ratios estimated from statistical software packages (e.g., Stata v.14 and Clinical
Calculator 1) [6]. Here, a false negative test result is more worrisome than a false positive
test result. A false negative COVID-19 test result has the risks of delayed medical and
supportive treatment for the infected person while giving a false sense of security [14].
False negative results may result in skipping to monitor the close contacts of the infected
person for disease symptoms, which can lead to increased transmission risks. Besides the
performance parameters, the manufacturers are also expected to report other details of
their testing protocol, such as the sample type, intended setting and population groups,
standard operating procedure, instructions for use, associated equipment and consumables
to perform the test, turnaround time, sample disposal procedure, training requirements,
and potential risks to the user and health personnel [4].
Considering the wide variety of COVID-19 tests, testing laboratories are required to
ensure that all test reports are complete, comprehensive, unambiguous, and with improved
semantic interoperability [2,15]. For this, laboratory testing data across healthcare systems
are harmonized and normalized according to the LOINC and SNOMED codes as defined
by the CDC’s Laboratory In Vitro Diagnostics (LIVD) Test Code Mapping for SARS-CoV-2
Tests [2]. Testing laboratories are required to report information on the nature of the test
ordered, test result, test result date, specimen identifier, patient identifier and demographics,
device identifier, ordering provider details, and performing facility details. In addition,
hospitals and clinics are required to fill Ask at Order Entry questions for COVID-19 testing:
Is this the patient’s first test? Is the patient employed in a healthcare setting? Is the patient
symptomatic? Date of onset of symptoms? Was the patient hospitalized because of COVID-
19? Was the patient admitted to the intensive care unit (ICU)? Does the patient reside in a
congregate care setting? Is the patient pregnant? [2,16].
To efficiently regulate the safety of different COVID-19 tests, the FDA’s Medical Device
Reporting (MDR) guidelines requires the device manufacturers and testing facilities to
report any device that caused or contributed to death or serious injury within 30 days of
becoming aware of the event [17]. Any concerns regarding the adverse events, suspected
adverse events, or issues with the test results or test performance can be reported to Med-
Watch, which is the FDA’s Safety Information and Adverse Event Reporting Program [18].
4. Molecular Diagnostic Tests for SARS-CoV-2 Using Respiratory Specimens
Molecular diagnostic tests detect the presence of SARS-CoV-2 RNA, typically from
nasopharyngeal samples, and are considered the gold standard for COVID-19 diagnos-
tics [11]. The nasopharyngeal sample is mailed to a CLIA (Clinical Laboratory Improvement
Amendments)-certified laboratory to extract the viral RNA for the RT-PCR (reverse tran-
scription polymerase chain reaction) test as shown in Figure 2. The results are received
within 3 to 5 business days. Today, the large suppliers of instruments and analyzers, such
as Roche Diagnostics, ThermoFisher Scientific, Abbott, Qiagen and Quest Diagnostics,
are expanding their production and testing capacity to perform an increasing number
of laboratory tests daily. The list of molecular diagnostic test kits with at-home sample
collection and RT-PCR laboratory testing for respiratory specimens granted FDA EUA is
shown in Table 1.
5. Sensors 2021, 21, 6581 5 of 24
Sensors 2021, 21, x FOR PEER REVIEW 5 of 28
Figure 2. Steps for the reverse transcriptase PCR (RT-PCR) COVID-19 testing. (a) The sample is collected and put in a
transport medium. (b) The virus is inactivated by detergents or by heating. (c) Viral RNA is extracted. (d,e) The contents
are transferred to a 96 well plate for cDNA synthesis and detection by RT-qPCR or sample barcoding and high-throughput
DNA sequencing. (g,f) In alternate method, the RNA extraction step can be omitted through direct inactivation of the
virus by heating or direct lysis by detergents. The figure is reproduced and adapted under the Creative Commons license
from Ioanna Smyrlaki et al., Nature Communications, Springer Nature (2020) [19].
Figure 2. Steps for the reverse transcriptase PCR (RT-PCR) COVID-19 testing. (a) The sample is collected and put in a
transport medium. (b) The virus is inactivated by detergents or by heating. (c) Viral RNA is extracted. (d,e) The contents
are transferred to a 96 well plate for cDNA synthesis and detection by RT-qPCR or sample barcoding and high-throughput
DNA sequencing. (f,g) In alternate method, the RNA extraction step can be omitted through direct inactivation of the virus
by heating or direct lysis by detergents. The figure is reproduced and adapted under the Creative Commons license from
Ioanna Smyrlaki et al., Nature Communications, Springer Nature (2020) [19].
Table 1. At-Home Molecular Diagnostic (RT-PCR) Tests using Respiratory Specimens and granted FDA Emergency Use
Authorization.
Company Name
Diagnostic Product
(EUA Date)
Assay Technology Test Kit Contents
Alimetrix
Alimetrix SARS-CoV-2
RT-PCR Assay (09/30/2020)
RT-PCR, Microarray
Hybridization
Screw-capped collection tube
containing 1 mL of 0.85% saline,
Specimen biohazard bag (zip-lock)
with absorbent pad, ID barcode
label for collection tube,
instructions
binx health
binx health At-Home Nasal
Swab COVID-19 Sample
Collection Kit (10/20/2020)
RT-PCR, Direct to Consumer,
clinical sample collection
method, Testing at High
Complexity-certified
laboratories
Dry, sterile polyester swab in a tube,
specimen bag with absorbent pad, a
sample identification label, a return
envelope, instructions for use
Clinical Enterprise
EmpowerDX COVID-19
Home Collection Kit DTC
(10/15/2020)
Direct to Consumer (DTC),
Screening
Sample registration, collection and
shipping instructions, Fact Sheet for
Individuals, anterior nasal swab,
collection tube, collection tube label
and pre-labeled FedEx return
envelope
Bio-Rad Laboratories
Bio-Rad SARS-CoV-2 ddPCR
Test (05/01/2020)
Reverese transcriptase droplet
digital PCR test, for
prescription use only
Supermix, reverse transcriptase
(RT), and 300 mM dithiothreitol
(DTT) solution
Becton, Dickinson
Company (BD)
BD SARS-CoV-2 Reagents for
BD MAX System
(04/08/2020)
Real-time RT-PCR, Serial
Screening, Moderate
Complexity Test
Lyophilized control template beads
for the SARS-CoV-2 Nucleocapsid
Phosphoprotein gene (N1),
SARS-lyophCoV-2 Nucleocapsid
Phosphoprotein gene (N2), and
RNase P
Ethos Laboratories
SARS-CoV-2 MALDI-TOF
Assay, U-Collect At Home
Collection kit (08/03/2020)
RT-PCR and MALDI-TOF
Mass Spectroscopy
COPAN swab, Viral Transport
Media, specimen bag with
absorbent sheet, order form, sample
collection and shipping instructions,
and a pre-labeled UPS shipping bag
6. Sensors 2021, 21, 6581 6 of 24
Table 1. Cont.
Company Name
Diagnostic Product
(EUA Date)
Assay Technology Test Kit Contents
Everlywell
Everlywell COVID-19 Test
Home Collection Kit
(05/15/2020)
Direct to Consumer, Testing at
High Complexity-certified
laboratories
Swab and Tube, kit ID stickers,
biohazard bag with absorbent sheet,
alcohol prep pad, fast sheet, return
label, instructions for use
GetMyDNA
GetMyDNA COVID-19 Test
Home Collection Kit
(03/09/2021)
Direct to Consumer, Screening
GetMyDNA box, biohazard bag,
FedEx UN3373 overpack, fact sheet
for Individuals, instructions for use
Kroger
Kroger Health COVID-19 Test
Home Collection Kit
(06/30/2020)
Direct to Consumer, Testing at
High Complexity certified
laboratories
Fact sheet, patient ID label, alcohol
prep pad, biohazard bag, absorbent
sheet, nasal swab, transport
medium, instruction sheet, return
shipping label
LabCorp
COVID-19 RT-PCR Test
(03/16/2020)
Real-time RT-PCR, Home
Collection, Pooling, Screening
Labcorp At Home COVID-19 Test
Home Collection Kit (shipping box,
return envelope, specimen
biohazard bag, nasal swab, tube)
LetsGetChecked
LetsGetChecked Coronavirus
(COVID-19) Test (05/28/2020)
Direct to Consumer,
Transcription-Mediated
Amplification
Nasal swab, transport tube with
media, shipping box, return
envelope, instructions, specimen
collection materials, biohazard bag
with absorbent material, fact sheet
Lucira Health
Lucira COVID-19 All-In-One
Test Kit (11/17/2020)
Real-time RT-PCR, Home
Collection, RT-LAMP
technology
Nasal swab, sample vial, test unit
with electronic readout, batteries,
disposable bag, quicj reference
instructions
Quest Diagnostics
Quest Diagnostics HA
SARS-CoV-2 Assay
(07/15/2020)
Transcription-Mediated
Amplification,
chemiluminescent
Instructions for sample collection
and shipping, swab, specimen
transport tube, Zip-lock bag
(biohazard symbol) and desiccant,
shipping box, pre-printed label
RapidRona
RapidRona Self-Collection Kit
(11/23/2020)
Transcription-Mediated
Amplification
Packaged sterile swab, sterile
collection tube, transport medium
(saline), shipping materials, barcode
labels for identification, and
instructions for use
ResearchDx, DBA Pacific
Diagnostics
PacificDx Covid-19
(12/11/2020)
Transcription-Mediated
Amplification,
chemiluminescent
Lysis buffer, Applied Biosystems
QuantStudio Dx, Proteinase K,
RT-qPCR instrument, negative
control and positive control
Specimen Types: anterior nasal swabs, nasopharyngeal swabs, oropharyngeal swabs, mid-turbinate swabs, nasopharyngeal
wash/aspirate or nasal aspirate, and bronchoalveolar lavage fluid
Commercialized molecular diagnostic products differ in the steps of procuring the
test kit, conducting the testing procedure, and displaying the results. To highlight these
differences, we describe the example products from Everywell, Quest Diagnostics, Curative-
Korva, and Lucira Health. The Everlywell COVID-19 Test Home Collection Kit is available
over-the-counter through online retailers and local pharmacy stores (Figure 3) [20]. The
user takes the health intake survey and registers the unique kit ID at the company website.
The sample is self-collected using a nasal swab and shipped to its CLIA-certified laboratory
for RT-PCR tests. The results are obtained digitally within 24 to 48 h after receiving the
sample. The QuestDirect COVID-19 Active Infection Test from Quest Diagnostics provides
an anterior nare (or nasal) swab collection kit for patients who are 18 years or older [21].
7. Sensors 2021, 21, 6581 7 of 24
The patient has to be pre-qualified by their healthcare provider based on the symptoms,
exposure levels, and risk factors. The Quest self-collection kit is delivered to the patient to
collect the upper respiratory sample, which is then shipped back in a prepaid envelope.
Quest Diagnostics also offers pharmacy drive-thru options for the observed collection of
nasal samples.
differences, we describe the example products from Everywell, Quest Diagnostics, Cura-
tive-Korva, and Lucira Health. The Everlywell COVID-19 Test Home Collection Kit is
available over-the-counter through online retailers and local pharmacy stores (Figure 3)
[20]. The user takes the health intake survey and registers the unique kit ID at the company
website. The sample is self-collected using a nasal swab and shipped to its CLIA-certified
laboratory for RT-PCR tests. The results are obtained digitally within 24 to 48 h after re-
ceiving the sample. The QuestDirect COVID-19 Active Infection Test from Quest Diag-
nostics provides an anterior nare (or nasal) swab collection kit for patients who are 18
years or older [21]. The patient has to be pre-qualified by their healthcare provider based
on the symptoms, exposure levels, and risk factors. The Quest self-collection kit is deliv-
ered to the patient to collect the upper respiratory sample, which is then shipped back in
a prepaid envelope. Quest Diagnostics also offers pharmacy drive-thru options for the
observed collection of nasal samples.
Figure 3. Everywell’s COVID-19 Test Home Collection Kit DTC (direct-to-consumer). (a) The pro-
cedure involves ordering the test kit, completing a health intake survey, registering the unique kit
ID, self-collecting a nasal swab, shipping overnight to a CLIA-certified laboratory, and obtaining
RT-PCR results within 24 to 48 h of the lab receiving the sample. A telehealth consult is available to
follow up on the test results. (b) The Everywell test kit consists of a gentle lower nasal swab, nasal
swab tube, biohazard bag, and prepaid shipping label. Images are reproduced and adapted with
permission from Everywell [20].
The Curative-Korva SARS-CoV-2 Assay is intended for prescription use where the
respiratory specimen is collected by a trained healthcare provider [22]. The sample is put
in Zymo DNA/RNA Shield and shipped to the KorvaLabs Inc. laboratory (San Dimas, CA)
to perform the RT-PCR test [22]. Curative has set up over 10,000 COVID-19 testing and
health service sites across the U.S. (e.g., drive-thru, kiosks, and mobile sites) and processes
over one million tests every week at its three high-capacity labs [23]. The City of Riverside,
Figure 3. Everywell’s COVID-19 Test Home Collection Kit DTC (direct-to-consumer). (a) The
procedure involves ordering the test kit, completing a health intake survey, registering the unique
kit ID, self-collecting a nasal swab, shipping overnight to a CLIA-certified laboratory, and obtaining
RT-PCR results within 24 to 48 h of the lab receiving the sample. A telehealth consult is available to
follow up on the test results. (b) The Everywell test kit consists of a gentle lower nasal swab, nasal
swab tube, biohazard bag, and prepaid shipping label. Images are reproduced and adapted with
permission from Everywell [20].
The Curative-Korva SARS-CoV-2 Assay is intended for prescription use where the
respiratory specimen is collected by a trained healthcare provider [22]. The sample is put
in Zymo DNA/RNA Shield and shipped to the KorvaLabs Inc. laboratory (San Dimas, CA)
to perform the RT-PCR test [22]. Curative has set up over 10,000 COVID-19 testing and
health service sites across the U.S. (e.g., drive-thru, kiosks, and mobile sites) and processes
over one million tests every week at its three high-capacity labs [23]. The City of Riverside,
for example, has collaborated with Curative Inc. to provide free oral fluid COVID-19
tests to all its residents, whether or not they are experiencing COVID-19 symptoms [24].
The Lucira COVID-19 All-In-One Test Kit is authorized for prescription home use with
self-collected nasal swabs (in individuals aged 14 and older) and provider-collected nasal
swabs (in individuals aged 13 and older) [25]. Instructions for using the Lucira test kit
is shown in Figure 4. A community-based testing study found that the Lucira test had a
94.1% positive percent agreement (PPA) and a 98% negative percent agreement (NPA) with
a FDA authorized SARS-CoV-2 test as depicted in Figure 5 [25].
8. Sensors 2021, 21, 6581 8 of 24
Lucira COVID-19 All-In-One Test Kit is authorized for prescription home use with self-
collected nasal swabs (in individuals aged 14 and older) and provider-collected nasal
swabs (in individuals aged 13 and older) [25]. Instructions for using the Lucira test kit is
shown in Figure 4. A community-based testing study found that the Lucira test had a
94.1% positive percent agreement (PPA) and a 98% negative percent agreement (NPA)
with a FDA authorized SARS-CoV-2 test as depicted in Figure 5 [25].
Figure 4. Instructions for using the Lucira COVID-19 All-in-One Test Kit. This involves at-home
nasal swab collection followed by RT-LAMP reaction to detect the SARS-CoV-2 genetic material.
The steps for use are as follows: (a) Wash and dry hands. (b) Remove seal from Sample Vial. (c) Set
the sample vial in the test unit. (d) Swab both nostrils. (e) Insert swab into the sample vial. (f) Snap
the cap closed and press the vial into the test unit. (g) Wait 30 min and obtain the result. Images are
reproduced and adapted with permission from Lucira Health [25].
Figure 5. Lucira’s COVID-19 All-In-One Test Kit product and community testing data. (a) The sin-
gle-use, over-the-counter test kit intended for the molecular detection of SARS-CoV-2 RNA from
nasal swab samples. (b) In a Community Testing Study, the Lucira test was compared with high
Figure 4. Instructions for using the Lucira COVID-19 All-in-One Test Kit. This involves at-home
nasal swab collection followed by RT-LAMP reaction to detect the SARS-CoV-2 genetic material. The
steps for use are as follows: (a) Wash and dry hands. (b) Remove seal from Sample Vial. (c) Set the
sample vial in the test unit. (d) Swab both nostrils. (e) Insert swab into the sample vial. (f) Snap the
cap closed and press the vial into the test unit. (g) Wait 30 min and obtain the result. Images are
reproduced and adapted with permission from Lucira Health [25].
Lucira COVID-19 All-In-One Test Kit is authorized for prescription home use with self-
collected nasal swabs (in individuals aged 14 and older) and provider-collected nasal
swabs (in individuals aged 13 and older) [25]. Instructions for using the Lucira test kit is
shown in Figure 4. A community-based testing study found that the Lucira test had a
94.1% positive percent agreement (PPA) and a 98% negative percent agreement (NPA)
with a FDA authorized SARS-CoV-2 test as depicted in Figure 5 [25].
Figure 4. Instructions for using the Lucira COVID-19 All-in-One Test Kit. This involves at-home
nasal swab collection followed by RT-LAMP reaction to detect the SARS-CoV-2 genetic material.
The steps for use are as follows: (a) Wash and dry hands. (b) Remove seal from Sample Vial. (c) Set
the sample vial in the test unit. (d) Swab both nostrils. (e) Insert swab into the sample vial. (f) Snap
the cap closed and press the vial into the test unit. (g) Wait 30 min and obtain the result. Images are
reproduced and adapted with permission from Lucira Health [25].
Figure 5. Lucira’s COVID-19 All-In-One Test Kit product and community testing data. (a) The sin-
gle-use, over-the-counter test kit intended for the molecular detection of SARS-CoV-2 RNA from
nasal swab samples. (b) In a Community Testing Study, the Lucira test was compared with high
Figure 5. Lucira’s COVID-19 All-In-One Test Kit product and community testing data. (a) The single-
use, over-the-counter test kit intended for the molecular detection of SARS-CoV-2 RNA from nasal
swab samples. (b) In a Community Testing Study, the Lucira test was compared with high sensitivity
Hologic Panther Fusion SARS-CoV-2 test, and achieved a 94% positive percent agreement (PPA) and
a 98% negative percent agreement (NPA). Images are reproduced and adapted with permission from
Lucira Health [25].
9. Sensors 2021, 21, 6581 9 of 24
5. Saliva-Based Molecular Diagnostic Tests for SARS-CoV-2
There are benefits of using saliva samples over nasal or throat swabs for the detection
of SARS-CoV-2 (Figure 6) [26]. Saliva collection is contactless and poses a reduced risk to
the healthcare worker. Saliva collection is less invasive than swab insertions and contributes
to lower consumption of personal protective equipment (PPE) and nasal swabs. Saliva
testing can be made easily accessible as at-home tests for patients at increased risks, sick
patients, or patients in quarantine. However, the SARS-CoV-2 RNA in saliva specimens
is only detectable during the acute phase of infection [27,28]. Positive test results from
saliva specimens would suggest that SARS-CoV-2 RNA is present but may not rule out
infections from bacteria or other viruses. Negative results from saliva specimens may not
rule out SARS-CoV-2 infection and must be confirmed with alternate specimens and testing
methods [26].
Sensors 2021, 21, x FOR PEER REVIEW 10 of 28
sensitivity Hologic Panther Fusion SARS-CoV-2 test, and achieved a 94% positive percent agree-
ment (PPA) and a 98% negative percent agreement (NPA). Images are reproduced and adapted with
permission from Lucira Health [25].
5. Saliva-based Molecular Diagnostic Tests for SARS-CoV-2
There are benefits of using saliva samples over nasal or throat swabs for the detection
of SARS-CoV-2 (Figure 6) [26]. Saliva collection is contactless and poses a reduced risk to
the healthcare worker. Saliva collection is less invasive than swab insertions and contrib-
utes to lower consumption of personal protective equipment (PPE) and nasal swabs. Sa-
liva testing can be made easily accessible as at-home tests for patients at increased risks,
sick patients, or patients in quarantine. However, the SARS-CoV-2 RNA in saliva speci-
mens is only detectable during the acute phase of infection [27,28]. Positive test results
from saliva specimens would suggest that SARS-CoV-2 RNA is present but may not rule
out infections from bacteria or other viruses. Negative results from saliva specimens may
not rule out SARS-CoV-2 infection and must be confirmed with alternate specimens and
testing methods [26].
Figure 6. Benefits of using saliva specimens for SARS-CoV-2 detection compared to respiratory
specimens. Images are reproduced and adapted with permission from IBX Infinity Biologix [26].
At-home saliva collection kits from Spectrum Solution and Infinity BiologiX (IBX) are
often used for collecting, maintaining, and preserving saliva samples [26]. The Spectrum
Solution’s SDNA-1000 Saliva Collection Device is intended to collect the saliva specimen
in a plastic 6 mL tube with the aid of a funnel (Figure 7) [27]. Then, the stabilizing solution,
housed in its fluid chamber, is mixed with the saliva specimen. The SDNA-1000 preserva-
tion agent inactivates the virus and renders the saliva specimen non-infectious, while pre-
serving the stability of viral RNA for over 14 days at room temperature.
Figure 7. Spectrum Solution’s SDNA collection kit for molecular diagnostics of saliva. The self-collection device is capable
of live viral neutralization at room temperature to mitigate risk exposure and sample preservation to identify viral RNA
with only 200 copies/mL. Images are reproduced and adapted with permission from Spectrum Solution [27].
Figure 6. Benefits of using saliva specimens for SARS-CoV-2 detection compared to respiratory
specimens. Images are reproduced and adapted with permission from IBX Infinity Biologix [26].
At-home saliva collection kits from Spectrum Solution and Infinity BiologiX (IBX) are
often used for collecting, maintaining, and preserving saliva samples [26]. The Spectrum
Solution’s SDNA-1000 Saliva Collection Device is intended to collect the saliva specimen
in a plastic 6 mL tube with the aid of a funnel (Figure 7) [27]. Then, the stabilizing
solution, housed in its fluid chamber, is mixed with the saliva specimen. The SDNA-1000
preservation agent inactivates the virus and renders the saliva specimen non-infectious,
while preserving the stability of viral RNA for over 14 days at room temperature.
Sensors 2021, 21, x FOR PEER REVIEW 10 of 28
sensitivity Hologic Panther Fusion SARS-CoV-2 test, and achieved a 94% positive percent agree-
ment (PPA) and a 98% negative percent agreement (NPA). Images are reproduced and adapted with
permission from Lucira Health [25].
5. Saliva-based Molecular Diagnostic Tests for SARS-CoV-2
There are benefits of using saliva samples over nasal or throat swabs for the detection
of SARS-CoV-2 (Figure 6) [26]. Saliva collection is contactless and poses a reduced risk to
the healthcare worker. Saliva collection is less invasive than swab insertions and contrib-
utes to lower consumption of personal protective equipment (PPE) and nasal swabs. Sa-
liva testing can be made easily accessible as at-home tests for patients at increased risks,
sick patients, or patients in quarantine. However, the SARS-CoV-2 RNA in saliva speci-
mens is only detectable during the acute phase of infection [27,28]. Positive test results
from saliva specimens would suggest that SARS-CoV-2 RNA is present but may not rule
out infections from bacteria or other viruses. Negative results from saliva specimens may
not rule out SARS-CoV-2 infection and must be confirmed with alternate specimens and
testing methods [26].
Figure 6. Benefits of using saliva specimens for SARS-CoV-2 detection compared to respiratory
specimens. Images are reproduced and adapted with permission from IBX Infinity Biologix [26].
At-home saliva collection kits from Spectrum Solution and Infinity BiologiX (IBX) are
often used for collecting, maintaining, and preserving saliva samples [26]. The Spectrum
Solution’s SDNA-1000 Saliva Collection Device is intended to collect the saliva specimen
in a plastic 6 mL tube with the aid of a funnel (Figure 7) [27]. Then, the stabilizing solution,
housed in its fluid chamber, is mixed with the saliva specimen. The SDNA-1000 preserva-
tion agent inactivates the virus and renders the saliva specimen non-infectious, while pre-
serving the stability of viral RNA for over 14 days at room temperature.
Figure 7. Spectrum Solution’s SDNA collection kit for molecular diagnostics of saliva. The self-collection device is capable
of live viral neutralization at room temperature to mitigate risk exposure and sample preservation to identify viral RNA
with only 200 copies/mL. Images are reproduced and adapted with permission from Spectrum Solution [27].
Figure 7. Spectrum Solution’s SDNA collection kit for molecular diagnostics of saliva. The self-collection device is capable
of live viral neutralization at room temperature to mitigate risk exposure and sample preservation to identify viral RNA
with only 200 copies/mL. Images are reproduced and adapted with permission from Spectrum Solution [27].
10. Sensors 2021, 21, 6581 10 of 24
In April 2020, Infinity BiologiX (IBX, formerly called the Rutgers RUCDR Infinite
Biologics) received the first FDA Emergency Use Authorization for its saliva tests to detect
the SARS-CoV-2 using RT-PCR test [26]. The company received a revised EUA for at-home
saliva sample collection using its IBX Saliva Collection Kit (Figure 8) or the Spectrum
Solution’s SDNA-1000 Saliva Collection Device [29]. The saliva samples are shipped to an
IBX laboratory for storage, purification of genetic material, PCR amplification of extracted
RNA, and quality control checks. IBX acts as a service provider for organizations that have
large volume testing needs where the subsequent processing of saliva samples is conducted
at IBX laboratories (Figure 8). IBX does not process individual tests, but has partnered with
service providers such as VaultHealth, 1health.io, ixlayer, and US Drug Test Centers.
trum Solution’s SDNA-1000 Saliva Collection Device [29]. The saliva samples are shipped
to an IBX laboratory for storage, purification of genetic material, PCR amplification of ex-
tracted RNA, and quality control checks. IBX acts as a service provider for organizations
that have large volume testing needs where the subsequent processing of saliva samples
is conducted at IBX laboratories (Figure 8). IBX does not process individual tests, but has
partnered with service providers such as VaultHealth, 1health.io, ixlayer, and US Drug
Test Centers.
A number of companies are providing at-home saliva collection kits followed by RT-
PCR tests at high complexity laboratories as shown in Table 2. As an example, the DxTer-
ity SARS-CoV-2 RT-PCR Test is a real-time RT-PCR test for the detection of SARS-CoV-2
RNA from saliva specimens [30]. The saliva specimens are collected in a Spectrum Solu-
tion’s SDNA-1000 Saliva Collection Device (by a healthcare provider or self-adminis-
tered). The saliva specimens are shipped to its CLIA-certified DxTerity Diagnostics La-
boratory (California, USA) to perform the RT-PCR tests, and the results are obtained on a
secure platform within 24 to 72 h. The DxTerity COVID-19 Saliva at-Home Collection Kit
can be purchased for individual tests at Amazon with prepaid shipping of saliva speci-
mens and laboratory testing [28]. The DxTerity SafeWorkDx is intended for large scale
screening of the workforce at worksite or from home.
Figure 8. Demonstration of the manufacturing and testing facilities for laboratory processing, data
storage, sample preservation, and analytical processes at IBX Infinity Biologix. (a) IBX Saliva Col-
lection Kit. (b) A repository for cryo-preserving and storing a vast number of biological samples
and consumables. (c) Automated instrumentation for sample purification, precision liquid han-
dling, viral nucleic acid extraction and testing, Next Generation Sequencing, and analytical quality
control. Images are reproduced and adapted with permission from IBX Infinity Biologix [26].
Figure 8. Demonstration of the manufacturing and testing facilities for laboratory processing,
data storage, sample preservation, and analytical processes at IBX Infinity Biologix. (a) IBX Saliva
Collection Kit. (b) A repository for cryo-preserving and storing a vast number of biological samples
and consumables. (c) Automated instrumentation for sample purification, precision liquid handling,
viral nucleic acid extraction and testing, Next Generation Sequencing, and analytical quality control.
Images are reproduced and adapted with permission from IBX Infinity Biologix [26].
A number of companies are providing at-home saliva collection kits followed by RT-
PCR tests at high complexity laboratories as shown in Table 2. As an example, the DxTerity
SARS-CoV-2 RT-PCR Test is a real-time RT-PCR test for the detection of SARS-CoV-2 RNA
from saliva specimens [30]. The saliva specimens are collected in a Spectrum Solution’s
SDNA-1000 Saliva Collection Device (by a healthcare provider or self-administered). The
saliva specimens are shipped to its CLIA-certified DxTerity Diagnostics Laboratory (Cali-
fornia, USA) to perform the RT-PCR tests, and the results are obtained on a secure platform
within 24 to 72 h. The DxTerity COVID-19 Saliva at-Home Collection Kit can be purchased
for individual tests at Amazon with prepaid shipping of saliva specimens and laboratory
testing [28]. The DxTerity SafeWorkDx is intended for large scale screening of the workforce
at worksite or from home.
11. Sensors 2021, 21, 6581 11 of 24
Table 2. At-Home Molecular Diagnostic (RT-PCR) Tests using Saliva Specimens and granted FDA Emergency Use Autho-
rization.
Company
Name
Diagnostic Product
(EUA Date)
Assay Technology Specimen Types Test Kit Contents
Ambry Genetics
Laboratory
Ambry COVID-19
RT-PCR Test
(01/22/2021)
Real-time RT-PCR, Home
Collection, TaqPath
COVID-19 Combo Kit,
High Complexity Lab
Testing certified
Saliva specimen
self-collected at home by
individuals 18 years and
older and deposited
within a test tube for
processing
Saliva tube label, DNA
Genotek OM-505 saliva
collection device,
bio-specimen bag,
absorbent pad, shipping
return label, instructions
for use
Bio-Rad
Laboratories
Bio-Rad SARS-CoV-2
ddPCR Test
(05/01/2020)
Reverese transcriptase
droplet digital
polymerase chain
reaction test, for
prescription professional
use only
nasopharyngeal,
oropharyngeal, anterior
nasal and mid-turbinate
swabs, nasal aspirates,
bronchoalveolar lavage
fluid
Supermix, reverse
transcriptase (RT), and 300
mM dithiothreitol (DTT)
solution
Clinical
Reference
Laboratory
(CRL)
CRL Rapid Response
(07/30/2020)
Real-time RT-PCR, Home
Collection, prescription
use only, High
Complexity Lab Testing
certified
Nasopharyngeal swab,
saliva specimen sample
DNA Genotek OM-505
device, saliva collection
tube, stabilizing liquid,
sealed tube cap,
instructions
DxTerity
Diagnostics
DxTerity SARS-CoV-2
RT-PCR CE Test
(08/28/2020)
RT-PCR, Home
Collection, limited to
patients with symptoms
of COVID-19, High
Complexity Lab Testing
certified
Nasopharyngeal swab,
saliva specimen sample
Spectrum Solutions
SDNA-1000 Saliva
Collection Device (under
healthcare provision),
instructions and shipping
materials, test tube/cap
Fluidigm
Corporation
Advanta Dx
SARS-CoV-2 Assay
(08/25/2020)
Real-time RT-PCR, Saliva,
Home Collection, Online
Order, High Complexity
Lab Testing certified
Saliva specimen (self
collected), 18+ years
Collection tube, device ID
label, biohazard bag,
instructions for registering
and use, absorbent sheet
Gravity
Diagnostics
Gravity Diagnostics
SARS-CoV-2 RT-PCR
Assay (11/23/2020)
Direct to Consumer
(DTC), Real-time RT-PCR,
Home Collection,
Screening, Testing in high
complexity certified labs
Anterior nasal,
mid-turbinate,
oropharyngeal and
nasopharyngeal swabs
Spectrum Solutions
SDNA-1000 Saliva
Collection Device (used
under Healthcare
Provision), nasal swab,
alcohol prep pad,
biohazard bag, absorbent
sheet
Infinity
BiologiX
Infinity BiologiX
TaqPath SARS-CoV-2
Assay (4/10/2020)
Real-time RT-PCR, Home
Collection, performed in
labs certified for high
complexity testing
Throat swab
(oropharyngeal),
nasopharyngeal, mid
turbinate nasal, anterior
nasal swab,
bronchoalveolar lavage
fluid, saliva
SDNA-1000 Collection
Device, sample collection
instructions, shipping
materials
P23 Labs
P23 Labs TaqPath
SARS-CoV-2 Assay
(05/21/2020)
Real-Time RT-PCR,
Home Collection, Testing
at high-complexity
certified labs
Nasopharyngeal swab
and saliva, supervised or
unsupervised by a
healthcare provider
OM-505 Collection Kit
(collection funnel/tube,
tube cap, collection
instructions), biohazard
bag, absorbent sheet,
U-line box, labeled return
overpack
12. Sensors 2021, 21, 6581 12 of 24
Table 2. Cont.
Company
Name
Diagnostic Product
(EUA Date)
Assay Technology Specimen Types Test Kit Contents
Phosphorus
Diagnostics
Phosphorus COVID-19
RT-qPCR Test
(06/04/2020)
Real-time RT-PCR, Home
Collection, Testing in
high complexity certified
labs
Oropharyngeal,
nasopharyngeal,
mid-turbinate, and
anterior nasal swabs,
nasal aspirates,
bronchoalveolar lavage
fluid
Kit box, biohazard bag,
absorbent pouch, DNA
Genotek OGD-510
collection device, test
requisition form,
instructions for collection
Southern
California
Permanente
Medical Group
Kaiser Permanente
High Throughput
SARS-CoV-2 Assay
(4/19/2021)
Real-Time RT-PCR,
Home Collection, 18
years and older, Testing
in high-complexity
certified labs
Saliva specimens
self-collected at home
unsupervised using
Kaiser Permanente Saliva
Home Collection Kit
SDNA-1000 Saliva
Collection Device,
biohazard pouch,
absorbent material, and
instructions for use
Wren
Laboratories
Wren Laboratories
COVID-19 PCR Test
(08/03/2020)
Real-time RT-PCR, Home
Collection, Testing in
high complexity certified
labs, symptomatic
COVID-19 patients
Nasopharyngeal,
oropharyngeal swabs,
mid-turbinate nasal,
anterior nasal swabs,
nasal aspirates,
bronchoalveolar lavage
fluid, saliva
2 mL uncapped saliva
collection tube, funnel
mouthpiece, biohazard bag,
sealed cap, absorbent
pouch, instructions for use
Yale School of
Public Health
SalivaDirect At-Home
Collection Kit
(4/9/2021)
Home Collection Kit,
Screening, intended use
for patients with and
without COVID-19
symptoms
Viral RNA saliva
specimens collected
using SalivaDirect
Unsupervised
Collection Kit
SalivaDirect Kit contains
options of short straw,
funnel, pipette test, and
bulb transfer pipette for
testing; plastic tube,
biohazard bag, alcohol wipe
6. Rapid Antigen Tests for SARS-CoV-2
Rapid antigen tests look for specific proteins on the surface of the virus from saliva
samples or mid-turbinate and nasal swabs (which is more acceptable to patients than
nasopharyngeal swabs). These tests are intended to diagnose symptomatic patients within
the first five days of symptoms (when there is significant viral load) [13]. Rapid antigen
tests are suited for at-home or point-of-care testing as they are relatively inexpensive and
provide results within 10 to 15 min [7]. These tests are suited in settings where timely access
to RT-PCR tests is difficult or when immediate patient care decisions must be made. The
short turnaround time of rapid antigen tests is critical for the timely detection of new SARS-
CoV-2 variants and better containment as it is difficult to scale up RT-PCR testing in high
complexity laboratories beyond a certain number of daily tests [11]. However, the accuracy
of rapid antigen tests (i.e., sensitivity and cross-reactivity with other coronaviruses) is
lower compared to the gold standard RT-PCR tests [11]. Rapid antigen tests for at-home
SARS-CoV-2 testing are listed in Table 3.
Commercialized rapid antigen tests differ in their test accuracy, acceptability for public
testing, and level of collaboration with organizations. We highlight these differences with
the products from the following manufacturers: Ellume, Innova, Everlywell and Access
Bio. Ellume has developed a fully at-home diagnostic self-test kit for COVID-19 [31]. The
Ellume COVID-19 Home Test involves self-collecting a mid-turbinate nasal swab and
plugging it into an analyzer. The analyzed data is transmitted to a smartphone application
to display and interpret the results. The test takes 15 min to generate a result and is suitable
for individuals 2 years of age and older. In individuals with COVID-19 symptoms, the
Ellume test correctly identified 96% of positive samples and 100% of negative samples.
In individuals without COVID-19 symptoms, the Ellume test correctly identified 91%
of positive samples and 96% of negative samples. The FDA issued an Emergency Use
Authorization to the Ellume technology as the first over-the-counter COVID-19 diagnostic
13. Sensors 2021, 21, 6581 13 of 24
test that can be conducted completely at home [32]. The FDA allows the test kit to be sold
in drug stores for non-prescription use. In December 2020, the National Institutes of Health
(NIH) awarded a $30 million grant for delivering 20 million Ellume COVID-19 Home Tests
to the United States [33]. In February 2021, the U.S. Department of Health and Human
Services awarded $230 million dollars (USD) to Ellume to scale up their manufacturing
of at-home testing kits to around 19 million kits every month by the end of this year [34].
These funds, given through the US Health Care Enhancement Act (HCEA), will enable
Ellume to ship out around 100,000 test kits each month from February to July and construct
a new production plant in the US [34,35].
Table 3. Rapid Antigen Diagnostic Tests granted FDA Emergency Use Authorization.
Company Name Diagnostic Product (EUA Date) Assay Technology
Abbott
Diagnostics
Scarborough
(a) BinaxNOW COVID-19 Antigen Self Test (03/31/2021)
(b) BinaxNOW COVID-19 Ag Card 2 Home Test
(03/31/2021)
(c) BinaxNOW COVID-19 Ag 2 Card (03/31/2021)
(a) Lateral Flow, Visual Read, Over the Counter (OTC) Home
Testing, Serial Screening
(b) Lateral Flow, Visual Read, Over the Counter (OTC) Home
Testing, Tele-Proctor Supervised, Serial Screening
(c) Lateral Flow, Visual Read, Non-Prescription testing, Serial
Screening
Access Bio CareStart COVID-19 Antigen test (10/08/2020) Lateral Flow, Visual Read, Serial Screening
Becton,
Dickinson and
Company
(a) BD Veritor System for Rapid Detection of SARS-CoV-2
(07/02/2020)
(b) BD Veritor System for Rapid Detection of SARS-CoV-2
Flu A+B (03/24/2021)
(a) Chromatographic Digital Immunoassay, Instrument Read,
Serial Screening
(b) Chromatographic Digital Immunoassay, Instrument Read,
Multi-analyte
Celltrion
(a) Sampinute COVID-19 Antigen MIA (10/23/2020)
(b) Celltrion DiaTrust COVID-19 Ag Rapid Test
(04/16/2021)
(a) Magnetic Force-assisted Electrochemical Sandwich
Immunoassay
(b) Lateral Flow, Visual Read, Serial Screening
DiaSorin LIAISON SARS-CoV-2 Ag (03/26/2021) Chemiluminescence Immunoassay
Ellume Limited Ellume COVID-19 Home Test (12/15/2020)
Lateral Flow, Fluorescence, Instrument Read, Over the Counter
(OTC) Home Testing, Screening
InBios
International
SCoV-2 Ag Detect Rapid Test (05/06/2021) Lateral Flow immunoassay, Visual Read, Serial Screening
LumiraDx LumiraDx SARS-CoV-2 Ag Test (08/18/2020) Microfluidic Immunofluorescence Assay, Instrument Read
Luminostics Clip COVID Rapid Antigen Test (12/07/2020) Lateral flow immunoluminescent assay, instrument read
Ortho Clinical
Diagnostics
VITROS Immunodiagnostic Products SARS-CoV-2
Antigen Reagent Pack and Antigen Calibrator
(01/11/2021)
Chemiluminescence Immunoassay, Instrument Read
Princeton
BioMeditech
Status COVID-19/Flu A B (02/04/2021)
Lateral Flow, Visual Read, Multi-analyte, Differential Diagnosis of
SARS-CoV-2, Influenza Type A and Type B Antigen
Qorvo
Biotechnologies
Omnia SARS-CoV-2 Antigen Test (04/13/2021) Bulk Acoustic Wave (BAW) Biosensor, Instrument Read
Quanterix
Corporation
Simoa SARS-CoV-2 N Protein Antigen Test (01/05/2021) Paramagnetic Microbead-based Immunoassay
Quidel
Corporation
(a) Sofia SARS Antigen Fluorescent Immunoassay
(05/08/2020)
(b) Sofia 2 Flu + SARS Antigen Fluorescent Immunoassay
(10/02/2020)
(c) QuickVue SARS Antigen Test (12/18/2020)
(d) QuickVue At-Home COVID-19 Test (03/01/2021)
(e) QuickVue At-Home OTC COVID-19 Test
(03/31/2021)
(a) Lateral Flow, Fluorescence, Instrument Read, Serial Screening
(b) Lateral Flow, Fluorescence, Instrument Read, Multi-Analyte
(c) Lateral Flow, Visual Read
(d) Lateral Flow, Visual Read, Prescription Home Testing
(e) Lateral Flow, Visual Read, Over the Counter (OTC) Home
Testing, Serial Screening
Specimen Types: nasopharyngeal swab or anterior nasal swab (self-collected or observed);
Approved FDA EUA Use: identification of SARS-CoV-2 nucleocapsid protein antigen
The Innova SARS-CoV-2 Antigen Rapid Qualitative Test uses a swab to collect the
specimen from nostrils or throat [36]. The swab is put in a tube with the extraction fluid.
A small amount of the extraction fluid is placed in the sample well of the Lateral Flow
Device (LFD) testing cartridge to perform colloidal gold immunochromatography for the
detection of nucleocapsid antigens from SARS-CoV-2 [37]. The result is obtained within
14. Sensors 2021, 21, 6581 14 of 24
30 min. A confirmatory PCR test is suggested after a positive LFD test. The Innova rapid
lateral flow COVID-19 test was used for Liverpool mass testing pilots in England [38]. A
study reviewed 8774 Innova tests conducted across different groups, including COVID-
19 patients, healthcare workers, armed forces personnel, and students [38]. The overall
sensitivity was 76.8%, which rose to over 95% in participants with high viral loads. The
overall specificity was 99.68% with a low false positive rate (i.e., 22 out of 6967 tests).
Everlywell has partnered with Ginkgo Bioworks to bring the CareStart COVID-19
Antigen Test from Access Bio to its enterprise customers [39]. This rapid antigen test
consists of a disposable lateral flow device to detect the active SARS-CoV-2 virus within
15 min. The CareStart COVID-19 MDx RT-PCR Test detects RNA of the COVID-19 nucleo-
capsid gene and RNA-dependent RNA polymerase gene in test specimens. Everlywell has
agreement to bring the CareStart COVID-19 Antigen test to qualifying clinics, workplaces,
government offices, schools, and health plans. Its digital solution, Everlywell Lens, can be
used to view test results.
In contrast to tests based on respiratory specimens, Lumos Diagnostics has released
the FebriDx system as a rapid, finger-prick blood test to differentiate between viral and
bacterial acute respiratory infections within 10 min [40]. To distinguish viral from bacterial
respiratory infections, the FebriDx system measures the levels of C-reactive protein (CRP)
and Myxovirus resistance protein A (MxA). The FebriDx system consists of a lateral flow
device into which 5 µL blood is drawn by capillary action and the reagents are released
by pressing a button. After 10 min, the results are visually inspected in the form of three
lines: the CRP line, the MxA line, and the control line. Elevated MxA levels are indicative
of viral infections. A clinical study assessed the accuracy of FebriDx in detecting MxA
within 251 hospitalized adults suspected of COVID-19 [41]. FebriDx had a sensitivity of
93% (110/118) and a specificity of 86% (112/130) [41]. The study concluded that FebriDx
had a high accuracy and could be deployed as a front door triage test.
7. COVID-19 Vending Machines and Testing-as-a-Service Platforms
Besides the development of accurate COVID-19 testing platforms, it has been equally
important to build a supply chain for the large-scale distribution of test kits and synchronize
the processes of sample collection and handling, laboratory testing, and standardized
recording of test results. Several companies are providing innovative solutions, such as
vending machines dispensing test kits and end-to-end process management, for rapid
and convenient COVID-19 testing. Examples of companies in this space are Wellness 4
Humanity, Azova and P23 Labs, Kroger Heath, CVS Health, and 1health.
Wellness 4 Humanity, founded by social entrepreneurs, developed vending machines
for COVID-19 test kits in partnership with Swyft Inc. which is a software and technology
service company specializing in unattended retail solutions [42]. There are two test kits
offered through their vending machines. The first test, TrustPass Rapid Antigen At-Home
Test Kit, provides results within 15 min, and has a 97.4% accuracy and 100% specificity. The
second test, At-Home Saliva RT-PCR Test, is intended for saliva collection with Spectrum
Solution’s SDNA-1000 collection device that inactivates the live virus in the saliva specimen
and preserves and stabilizes the viral RNA transcripts during transport for up to 14 days.
The collected saliva sample is sent to a partner lab for gold standard RT-PCR test, and the
results are obtained in 24 to 48 h with 98.4% accuracy in symptomatic patients. The saliva
testing procedure is made scalable where surveillance pool testing can be conducted to
monitor and detect COVID-19 infections in a population (e.g., schools, hotels, workplaces,
or hotspots) [43]. Wellness 4 Humanity has partnered with corporations, entertainment
studios, hotels, and professional sports teams to conduct scaled-up testing of their clients
and employees [44].
Kroger Health’s COVID-19 Test Home Collection Kit is intended for the self-collection
of anterior nasal swab specimens by individuals (16 years and older) [45]. The steps
for sample registration, sample collection, and shipping with return labels are similar to
those of Azova. Testing is limited to CLIA-certified laboratories. Through the Kroger
15. Sensors 2021, 21, 6581 15 of 24
Health COVIDCare Testing Program, at-home test kits are available to corporations for
testing their employees through its over 2200 pharmacies and 220 clinic locations across the
United States. CVS Health has a Return Ready Testing Program for COVID-19 testing for
workplaces and school campuses and a complementary symptom monitoring and contact
tracing services from Salesforce through its Work.com platform (Accessed on 5 September
2020) [46]. The Azova COVID-19 Saliva PCR test is available at Costco pharmacy locations
and has received the FDA Emergency Use Authorization for self-administration at home,
office or in pharmacy [47]. Additionally, referred to as P23 Labs TaqPath SARS-CoV-2 Assay,
the test is intended for the quantitative detection of SARS-CoV-2 RNA using rRT-PCR
test. Initially, an individual completes a FDA-required pre-assessment and registers for a
test kit voucher at the Costco website. The P23 At-Home COVID-19 Test Collection Kit is
delivered next day to collect specimens as nasal or throat swabs or saliva samples (that
are self-collected at-home or in a healthcare facility). Each saliva collection tube has a
unique device ID that is registered at the Azova website and serves to link the sample to
the test results. After sample collection, the Azova test kit is dropped off at the nearest UPS
location, and the results are received on the Azova app within 12 to 48 h after the testing
lab receives the sample.
1health offers a Testing-as-a-Service (TaaS) platform to enable end-to-end process man-
agement of COVID-19 tests across patients, companies, laboratories, suppliers, telehealth
entities, and government [48]. Its turnkey solution provides end-to-end tracking of services
from ordering the tests, logistics, and sample collection to testing, reporting, and billing.
Moreover, 1health has partnered with technology companies to provide four COVID-19
tests that have FDA Emergency Use Authorization: RT-PCR At-Home Saliva Test (from
Infinity BiologiX), At-Home Nasal Swab Test, Antibody Blood Sample Test, and Antigen
Nasal Swab Test [48]. Another TaaS company, Innovaccer, has built a cloud healthcare
information platform for the real-time tracking of COVID-19 testing results, turnaround
time, and compliance [49]. Its COVID-19 specific Management System is designed to
help healthcare enterprises to screen a large number of patients, educate them on CDC
guidelines, and provide them with telehealth opportunities [49].
8. Serology or Antibody Tests for SARS-CoV-2
These tests measure the levels of antibodies (such as immunoglobulins IgG, IgM or
total antibodies in blood) to SARS-CoV-2 [11]. Blood samples for antibody tests are collected
from finger stick or by a healthcare personnel at a clinic or pharmacy, and the results are
obtained within 1 to 3 days. In most individuals, seroconversion may happen within 7
to 11 days after exposure to the virus, and IgG and IgM titers may plateau within 6 days
of seroconversion [7,50]. A study of 338 patients recruited from Tongji Hospital (Wuhan,
China) found that IgM levels increased in the first week and peaked in the second week [51].
The IgG levels increased after first week and stayed high for a longer period. The study had
used a chemiluminescence immunoassay by YHLO Biotech [51]. As such, the serology or
antibody tests provide historical information about exposure to the virus, but they cannot
diagnose cases of COVID-19 active infection or acute illness. However, antibodies can take
days or weeks to develop after an infection and can stay in the bloodstream after several
weeks of recovery. The tests also cannot explicitly tell whether neutralizing antibodies
are present (i.e., the ones that protect the individual from the virus) or how long this
protective immunity is bestowed against the virus. Antibody tests are helpful to determine
the prevalence of COVID-19 in individuals, such as to identify those who are at the risk
of COVID-19 infection or those who may be potential donors of convalescent plasma for
COVID-19 treatment [13]. A list of the serology or antibody test kits granted FDA EUA is
shown in Table 4. We describe the differences in commercialized antibody test kits with
some examples, namely Cellex, Bio-Rad, DiaSorin, Vibrant America, Lumos Dignostics,
Quest Diagnostics, Scanwell Health, and Vanguard Diagnostics.
16. Sensors 2021, 21, 6581 16 of 24
Table 4. Serology or Antibody Tests granted FDA Emergency Use Authorization.
Company Name Diagnostic Product (EUA Date) Assay Technology
Abbott Laboratories SARS-CoV-2 IgG assay (04/26/2020)
Chemiluminescent microparticle
immunoassay, IgG
Azure Biotech
Assure COVID-19 IgG/IgM Rapid Test
Device (09/23/2020)
Lateral flow chromatographic
immunoassay, IgG and IgM
Beckman Coulter
Access SARS-CoV-2 IgG assay
(06/26/2020)
paramagnetic particle, chemiluminescent
two-step immunoassay, IgG
Bio-Rad Laboratories
Platelia SARS-CoV-2 Total Ab assay
(04/29/2020)
Total Antibody, Enzyme-linked
immunosorbent assay
Cellex
qSARS-CoV-2 IgG/IgM Rapid Test
(04/01/2020)
Lateral flow assay, IgG and IgM
DiaSorin
LIAISON SARS-CoV-2 S1/S2 IgG
(04/24/2020); LIAISON SARS-CoV-2 IgM
(09/29/2020)
Chemiluminescent microparticle
immunoassay, IgG and IgM
Emory Medical Laboratories SARS-CoV-2 RBD IgG test (06/15/2020)
Enzyme-linked immunosorbent
assay, IgG
Hangzhou Biotest Biotech
RightSign COVID-19 IgG/IgM Rapid
Test Cassette (06/04/2020)
IgG and IgM, Lateral Flow, fingerstick
whole blood
Healgen Scientific
COVID-19 IgG/IgM Rapid Test Cassette
(Whole Blood/Serum/Plasma)
(05/29/2020)
IgG and IgM, Lateral Flow
InBios International SCoV-2 Detect IgM ELISA (06/30/2020)
IgM, Enzyme-linked
immunosorbent assay
Mount Sinai Laboratory
COVID-19 ELISA IgG Antibody Test
(04/15/2020)
IgG, Enzyme-linked
immunosorbent assay
Ortho Clinical Diagnostics
VITROS Immunodiagnostic Products
Anti-SARS-CoV-2 Total Reagent Pack
(04/14/2020)
Total Antibody, Chemiluminescent
microparticle immunoassay
Roche Diagnostics Elecsys Anti-SARS-CoV-2 (05/02/2020)
Total Antibody,
Electrochemiluminescence immunoassay
Siemens Healthcare Diagnostics Inc.
Dimension Vista SARS-CoV-2 Total
antibody assay (COV2T) (06/08/2020)
Total Antibody, Chemiluminescent
microparticle immunoassay
Thermo Fisher Scientific
OmniPATH COVID-19 Total Antibody
ELISA Test (10/02/2020)
Total Antibodys(including IgM, IgA and
IgG to SARS-CoV-2), ELISA
Vibrant America Clinical Labs
Vibrant COVID-19 Ab Assay
(06/04/2020)
IgG and IgM, Chemiluminescent
microparticle immunoassay
Wadsworth Center, New York
New York SARS-CoV Microsphere
Immunoassay for Antibody Detection
(04/30/2020)
Total Antibody, Fluorescent microsphere
Immunoassay
Specimen Types: human serum, plasma, fingerstick whole blood or venous whole blood;
Approved FDA EUA Use: human SARS-CoV-2 IgM (immunoglobulin-M), IgG (immunoglobulin-G), and total antibodies
The Cellex qSARS-CoV-2 IgG/IgM Rapid Test detects IgG and IgM antibodies to
SARS-CoV-2 from serum, plasma, or venipuncture whole blood [52]. The specimen is
dropped within a sample well with a sample diluent. The lateral flow test device produces
a result within 20 min without the need for a reader or lab equipment. The Cellex assay is
meant for prescription use only and is suitable as for self-contained, point-of-care (POC)
tests [52]. Bio-Rad’s Platelia SARS-CoV-2 Total Ab Assay detects the three antibodies
(IgM, IgA, and IgG) for SARS-CoV-2 in a single test [53]. It uses a 1-step ELISA antigen
capture with an incubation time of 90 min. DiaSorin’s LIAISON SARS-CoV-2 S1/S2 IgG
is a chemiluminescent immunoassay (CLIA) intended for the qualitative detection of IgG
17. Sensors 2021, 21, 6581 17 of 24
antibodies against SARS-CoV-2 in human serum and plasma [54]. Vibrant America re-
ceived the first FDA Emergency Use Authorization for its test panel to detect COVID-19
antibodies from dried blood spots [55]. The Vibrant COVID-19 Ab Assay is a chemilumi-
nescence immunoassay intended for the qualitative detection and differentiation of IgM
and IgG antibodies against 4 COVID-19 antigens in human serum or dried blood spot.
The turnaround time is between 24 to 36 h from the receipt of sample. This test cannot be
directly ordered by the patients and is not permitted for at-home testing but is available
only at the doctor’s office [55].
Lumos Diagnostics has developed COV-ID as a serological test with a IgG/IgM
antibody diagnostic kit for the quantitative detection of antibodies to SARS-CoV-2 [40].
Both Lumos products, FebriDx and COV-ID, are CE marked and approved for sale in
Europe and specific global markets, but the FebriDx is not commercially available in the
United States. Quest Diagnostics has developed a COVID-19 Antibody Test to detect
levels of COVID-19 IgG spike proteins from a previous infection or vaccination [56]. This
may be useful to evaluate the immune response of the body to the virus or track the
level of antibodies over time. Scanwell Health has collaborated with its telehealth partner,
Lemonaid Health, to deliver a SARS-CoV-2 serological test manufactured by a Chinese
biotechnology company, Innovita [57]. This home-use test kit detects the levels of IgM
and IgG antibodies against SARS-CoV-2 in blood. The test is performed in 15 min and the
results are shared through a Scanwell app to a healthcare practitioner for consultation.
To combat the ongoing second wave of COVID-19 infections in India, the Defence
Research and Development Organization (DRDO) and Vanguard Diagnostics recently
developed an indigenous antibody test kit, DIPCOVAN, for the qualitative detection
of IgG antibodies in human serum or plasma [58]. This DIPAS-VDx COVID 19 IgG
Antibody Microwell ELISA test kit detects the spike and SARS-CoV-2 nucleocapsid proteins.
The antibody test kit has been approved by the Indian Council of Medical Research
(ICMR) for sero-surveillance and the early detection of COVID-19 with an expected cost of
approximately $1 USD per test.
9. Diagnostic Tests (IL-6) for the Management of COVID-19 Patients
These tests detect the different biomarkers of inflammation, track the recovery pro-
cess, and/or help with patient management decisions. For instance, there are in vitro
diagnostic tests for the quantitative measurement of interleukin-6 (IL-6) in human serum
and plasma as described in Table 5. Because an elevated level of IL-6 is indicative of
systemic inflammation, these assays help in identifying severe inflammatory response in
patients with confirmed COVID-19 infection. As a note, severe inflammatory response
(also referred to as the “cytokine release syndrome” (CRS) or “cytokine storm”) occurs in
less than 20% of COVID-19 patients with symptoms such as fever, hypotension, dyspnea,
organ dysfunction, and organ failure [59]. An elevated IL-6 is also an inflammatory sig-
nature in COVID-19 patients with acute respiratory distress syndrome (ARDS). Besides
identifying severe inflammatory response in COVID-19 patients, these immunoassays help
in determining the risks of intubation with mechanical ventilations (e.g., using a cutoff
of 35 pg/mL in confirmed COVD-19 patients at presentation). On a cautionary note, the
IL-6 levels obtained from these immunoassays should not be solely used to make patient
management decisions but used in conjunction with other clinical findings, laboratory test
results, patient history and epidemiological information [60,61].
Roche Diagnostics’ Elecsys IL-6 assay is an electrochemiluminescence immunoassay
(ECLIA) to be used with the cobas e immunoassay analyzers (cobas 8800 and 6800 sys-
tems) [59]. The double-antigen complex is magnetically captured on an electrode. The
application of voltage on the electrode induces chemiluminescence that is then measured
by a photomultiplier. Beckman Coulter’s Access IL-6 assay is a simultaneous, one-step
immuno-enzymatic assay to be used with Access immunoassay analyzers such as Access 2,
Dxl 600, and Dxl 800 [60]. A sample is added to a reaction vessel containing paramagnetic
particles coated with mouse anti-human IL-6, blocking reagent, and alkaline phosphatase
18. Sensors 2021, 21, 6581 18 of 24
conjugate. After incubation, a magnetic field holds the materials bound to the solid phase
while the unbound materials are washed away. To the reaction vessel, a chemilumines-
cent substrate is added, and the generated light is proportional to the IL-6 concentration
in the sample. The ADVIA Centaur IL-6 assay by Siemens Healthcare Diagnostics is a
chemiluminescent immunoassay and is intended for use with the ADVIA Centaur XP,
ADVIA Centaur XPT, and ADVIA Centaur CP systems [62]. The assay utilizes two reagents.
The first Lite Reagent consists of monoclonal mouse anti-IL-6 antibody labelled with an
ester in buffer. The second Solid Phase reagent consists of anti-IL-6 mouse monoclonal
antibody coated paramagnetic microparticles in buffer. The sample is incubated with the
two reagents to allow the formation of immune complexes. After incubation and washing,
the ADVIA Centaur Acid Reagent and ADVIA Centaur Base Reagent are added to start
the chemiluminescent reaction and generate light that is indicative of the amount of IL-6 in
the sample.
Table 5. Tests for the management of COVID-19 patients (IL-6 assays) granted FDA Emergency Use Authorization.
Company Name
Diagnostic Product
(EUA Date)
Materials (Required or
Suggested)
Analyzing Systems
Assay Technology
Measuring Interval
Siemens Healthcare
Diagnostics
ADVIA Centaur IL-6
assay (18 December
2020)
ADVIA Centaur
Ancillary Probe Wash,
Centaur Wash, IL-6
Quality Control
ADVIA Centaur XP,
XPT, CP systems
One-step direct
chemiluminescent IL-6
immunoassay;
3.0–5500.0 pg/mL
Beckman Coulter
Access IL-6 assay
(1 October2020)
Access IL-6 Calibrators,
Access Sample Diluent A,
Access Substrate, Access
2 UniCel DxC 600i, IL-6
Quality Control
Access 2, Dxl 600, Dxl
800 systems
One-step
immunoenzymatic
(“sandwich”) IL-6 assay;
2–1500 pg/mL
Roche Diagnostics
Elecsys IL-6 assay
(2 June 2020)
IL-6 CalSet, PreciControl
Multimarker, Diluent
MultiAssay, ISE Cleaning
Solution/Elecsys
SysClean
Cobas 8800,
6800 systems
Electrochemiluminescence
IL-6 immunoassay;
1.5–5000 pg/mL
Specimen Types: human serum or plasma; Storage conditions: 2–8 ◦C for 28 days;
Approved FDA EUA Uses: (i) Measure IL-6 levels in COVID-19 patients; (ii) Identify severe inflammatory response from elevated
IL-6; (iii) Determine the risk of intubation with mechanical ventilation
10. Discussion
As more people are getting vaccinated and the public awareness about COVID-19
testing is improving, the conventional test-trace-isolate strategies for SARS-CoV-2 may
eventually be replaced by at-home, low-cost, self-testing based on personal preferences [63].
This requires making COVID-19 testing resources easily accessible, affordable, scalable,
quicker, and convenient for the general population [14,19]. At present, it is paramount
to ramp up population-scale testing in low and middle-income countries by building a
sustainable supply chain logistics [12,23]. In this regard, the WHO’s Access to COVID-
19 Tools (ACT) Accelerator Diagnostics Partnership is “focused on bringing to market
2–3 high-quality rapid tests, training 10,000 healthcare professionals across 50 countries
and establishing testing for 500 million people in Low and Middle-Income countries by
mid-2021” [64].
There are certain limitations of available COVID-19 test kits. Firstly, we need to ad-
dress the high prices of COVID-19 testing while incorporating more functions and data
insights [4,7,8]. Most commercial tests cost over $100 (USD) which is very expensive for
the masses. One way to reduce the price of laboratory tests could be to develop simpler
protocols for RT-PCR testing, for example, through circumventing the RNA extraction step
and performing RT-PCR directly on heat-inactivated samples as shown in Figure 2 [19]. Sec-
ondly, existing tests are not able to determine whether an individual has an infectious virus
19. Sensors 2021, 21, 6581 19 of 24
(i.e., the virus that is capable of invading cells and reproducing to produce an infection) or
measure the degree of infectiousness from the virus. The infectious virus may be present
from 2 to 3 days before symptoms develop and up to 12 days after symptoms develop.
Thirdly, current diagnostic assays are qualitative, and it would be informative to track the
temporal profiles of viral loads during the course of an infection (e.g., asymptomatic or
mildly symptomatic cases where viral levels may be subtle) [7,65]. There are unanswered
questions on how long the antibodies persist after COVID-19 infection and whether the
antibodies confer protective immunity against the virus. Fourthly, most of the available
COVID-19 test kits have not been rigorously tested and validated as compared to other
medical tests that have been granted full approval from the FDA. For example, antibody
testing should not solely be used to conclude a person is immune to the disease because of
cross-reactivity and false positives, and other clinical information should be considered as
part of a comprehensive testing plan in consultation with the physician. Lastly, it would
be worthwhile to integrate the COVID-19 testing with epidemiologic or seroprevalence
studies to help public authorities better characterize the COVID-19 spread or immunity
within a community. For example, the Seattle Flu Study, initiated by the University of
Washington, is providing free at-home testing for COVID-19 in the Greater Seattle area to
track the spread of respiratory illnesses and whether everyday devices, such as the Apple
Watch, can predict the COVID-19 illness [66].
Clinical studies are underway for the comparative evaluation and validation of com-
mercial rapid antigen tests [7]. Limiting the number of false negatives in rapid antigen tests
is very important, especially in persons displaying no symptoms [67]. Several international
studies have confirmed the acceptable performance of rapid antigen tests compared to the
gold standard RT-PCR tests [65,68]. A recent large-scale study compared the sensitivity of
five antigen tests with RT-PCR tests for the detection of SARS-CoV-2 in nasopharyngeal
swabs of 1141 patients [65]. The five antigen test kits used in their stud67y were the Ecotest
COVID-19 Antigen Rapid Test (Assure Tech, Hangzhou, China), SARS-CoV-2 Antigen
Rapid Test Kit (JoysBio Biotechnology, Tianjin, China), Immupass VivaDiag SARS-CoV-2 Ag
Rapid Test (VivaChek Biotech, Hangzhou, China), Standard Q COVID-19 Ag (SD Biosensor,
Chungcheongbuk-do, Republic of Korea ), and ND COVID-19 Ag test (NDFOS, Seoul,
South Korea). An interesting outcome of this study was that the false negatives indicated
by the antigen tests generally had very low levels of viable virus presence in the samples.
The study suggested that most asymptomatic or mildly symptomatic patients who are
missed by antigen tests (but are COVID-19 positive according to RT-PCR) are probably
not infectious [65]. Another study compared the performance of a rapid SARS-CoV-2
antigen detection test, Standard Q COVID-19 Ag kit (SD Biosensor, Seoul, South Korea),
with the real-time RT-PCR test, Allplex 2019-nCoV Assay (Seegene, Seoul, South Korea) for
detection of SARS-CoV-2 in 454 respiratory specimens (mainly nasopharyngeal and throat
swabs) [68]. The study found that the rapid antigen assay, Standard Q COVID-19 Ag kit,
had comparable accuracy (sensitivity and specificity) with the Allplex 2019-nCoV RT-PCR
assay. Another study compared the performance of seven commercial RT-PCR diagnostic
test kits identified from the FindDx website: Altona Diagnostics (Hamburg, Germany), BGI
(Shenzhen, Guangdong, China), CerTest Biotec (Zaragoza, Spain), KH Medical (Gyeonggi-
do, Republic of Korea), PrimerDesign (Southampton, United Kingdom), R-Biopharm AG
(Darmstadt, Germany), and Seegene (Seoul, South Korea) [69]. This study found that the
PCR efficiency in the selected RT-PCR diagnostic test kits was satisfactory (~96%) and the
LOD95 was within a six-fold range (3.8 to 23 copies per mL). Future large-scale studies
from international, scientific entities could convince everyone whether rapid antigen tests
are a reasonable alternative to RT-PCR [65].
As new variants of the SARS-CoV-2 emerge, there is a pressing need to periodically
track the genomic sequence of the new variants and evaluate the clinical and analytical
performance of COVID-19 test kits in detecting the strains [7,9]. This entails conducting
large-scale clinical trials which requires significant resources and volunteers [10]. Within the
United States, we are aware of two randomized control trials that are underway to compare
20. Sensors 2021, 21, 6581 20 of 24
the efficacy of COVID-19 tests [70,71]. The Rapid Onsite COVID-19 Detection study at
University of Wisconsin, Madison is aimed at enrolling community participants (5 years
and older) to test a rapid saliva-based assay to detect high levels of SARS-CoV-2 RNA
consistent with live virus shedding [70]. Each test is completed in one hour in their mobile
laboratories and without the need for any specialized equipment. The CATCh COVID-
19 study at the Texas Cardiac Arrhythmia Research Foundation is aimed at enrolling
100 participants to compare the effectiveness of rapid tests in detecting antibodies and viral
RNA from blood, nasopharyngeal swab, and sputum specimens of the same patient [71].
At present, understanding the limitations of different commercialized technologies for
COVID-19 testing and diagnostics is important, such as the inability of available tests to
detect the specific variant of SARS-CoV-2 (e.g., Delta variant) [67,72,73].
There are certain limitations of our work. In this paper, we primarily covered the
COVID-19 assays and test kits that have received Emergency Use Authorization from
the FDA [6]. There are other databases of COVID-19 testing platforms with valuable
information for the interested readers, such as the websites of Foundation for Innovative
New Diagnostics (FIND), the European Commission’s JRC COVID-19 In Vitro Diagnostic
Devices and Test Methods Database, and the WHO’s Access to COVID-19 Tools (ACT)
Accelerator [4]. The global partnerships for COVID-19 diagnostics, therapeutics, access and
allocation, supply chain, and vaccines are shown in Figure 9. Moreover, our perspective
on the different tests is based on the public information reported in FDA EUA documents
and manufacturers’ websites, which may not reflect the current testing landscape or
sample size used for analytical and clinical validation. Lastly, we were unable to establish
communication with some manufacturers to inquire about their test kits which could have
further improved the scope of this review.
Sensors 2021, 21, x FOR PEER REVIEW 25 of 28
Figure 9. The Foundation for Innovative New Diagnostics (FIND) has partnered with several lead-
ing global organizations for the rapid development, scale-up, and universal access to COVID-19
diagnostics, vaccines, and therapeutics. The figure is reproduced under the Creative Commons li-
cense from the World Health Organization (WHO) publication [64].
11. Conclusions
Different agencies at global and national levels have played a critical role in acceler-
ating the technology development, clinical validation, emergency use authorization, and
deployment of IVD tests against the novel coronavirus. While RT-PCR test is considered
the gold standard for COVID-19 testing, there is a reasonable case for rapid antigen assays
as a low-cost, at-home, self-testing alternative. As more people are getting vaccinated or
Figure 9. The Foundation for Innovative New Diagnostics (FIND) has partnered with several
leading global organizations for the rapid development, scale-up, and universal access to COVID-19
diagnostics, vaccines, and therapeutics. The figure is reproduced under the Creative Commons
license from the World Health Organization (WHO) publication [64].
21. Sensors 2021, 21, 6581 21 of 24
11. Conclusions
Different agencies at global and national levels have played a critical role in acceler-
ating the technology development, clinical validation, emergency use authorization, and
deployment of IVD tests against the novel coronavirus. While RT-PCR test is considered
the gold standard for COVID-19 testing, there is a reasonable case for rapid antigen assays
as a low-cost, at-home, self-testing alternative. As more people are getting vaccinated
or exposed to SARS-CoV-2, serology or antibody tests will continue to be important in
determining the levels of antibodies against the SARS-CoV-2 within different population
groups. Today, existing technologies for IVD tests need to constantly improve to be effective
against emerging and circulating SARS-CoV-2 variants. Future IVD tests could shine light
on several key aspects of the COVID-19 infections, including the temporal profiles of viral
loads (e.g., in mildly symptomatic or asymptomatic patients) and longevity of protective
immunity provided by the antibodies against SARS-CoV-2. The information discussed in
this work will continue to evolve over time as we learn more about different SARS-CoV-2
variants across the world—e it the variant of interest, variant of concern, or variant of
high consequence. Finally, the cost associated with COVID-19 diagnostics is significantly
high for mass-scale testing in developing and under-developed countries. While local
governments and global health organizations are willing to bear a majority of the testing
costs today, a sustainable COVID-19 testing model needs to be formulated in the near
future that balances the cost, convenience, and quality of IVD tests.
Author Contributions: Conceptualization, A.B., L.Z., E.C. and S.P.; Methodology, A.B., L.Z. and
S.P.; Investigation, A.B., L.Z., A.A., E.C., Y.P. and S.P.; Data curation, A.B., L.Z., E.C.,A.A., Y.P. and
S.P.; Writing—original draft, review and editing, A.B., L.Z., E.C., A.A. and S.P.; Writing—review
and editing, A.B., L.Z., A.A. and S.P.; Visualization, A.B., L.Z., A.A., Y.P., E.C. and S.P.; Resources,
Supervision and Project administration, S.P. All authors have read and agreed to the published
version of the manuscript.
Funding: This research received no external funding.
Institutional Review Board Statement: Not applicable.
Informed Consent Statement: Informed consent was obtained from all subjects involved in the study.
Data Availability Statement: Data is contained within the article.
Acknowledgments: We are grateful to the COVID-19 test kit manufacturers for their discussions and
giving us permission to reproduce their product images.
Conflicts of Interest: The authors declare no conflict of interest.
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