Organ Specific Proteomics as Presented by Paul Kearney, PhD; CSO, Integrated Diagnostics at the 2010 Personalized Health Care National Conference at Ohio State.
TreatmentMAP™
TreatmentMAP supports physicians in optimizing their treatment decisions, even for cancer patients in advanced stages of cancer, or when all of the standard treatment options for a patient have been exhausted.
Medicare Advantage Ad - Screening Patients with Risk FactorsChristian Trygstad
This was created to support the use of PADnet in the Medicare Advantage space by screening all patients with risk factors for peripheral artery disease
Cancer strikes 30 millions people in the world each year. Discover a selection of promising startups and projects willing to fight against it thanks to algorithms.
TreatmentMAP™
TreatmentMAP supports physicians in optimizing their treatment decisions, even for cancer patients in advanced stages of cancer, or when all of the standard treatment options for a patient have been exhausted.
Medicare Advantage Ad - Screening Patients with Risk FactorsChristian Trygstad
This was created to support the use of PADnet in the Medicare Advantage space by screening all patients with risk factors for peripheral artery disease
Cancer strikes 30 millions people in the world each year. Discover a selection of promising startups and projects willing to fight against it thanks to algorithms.
Radiomics: Novel Paradigm of Deep Learning for Clinical Decision Support towa...Wookjin Choi
‘Radiomics’ is a novel process to identify ‘radiome’ in the field of imaging informatics when long-term clinical outcomes such as mortality are not immediately available, relying on first acquiring paired gene expression data and medical images at diagnosis from a study cohort, and then leveraging the public gene expression data containing clinical outcomes from a closely matched population into a personalized medicine (Stanford and Harvard University).
Genome sequencing technology available today can accurately sequence a whole genome from an individual’s test sample for a surprisingly low cost.
As a result, the adoption of this technology is rapidly expanding as medical centers around the world embrace its utility in informing healthcare decisions—an emerging reality of personalized medicine.
The hyper spectral imaging system (HSI) involves collection and processing of data which is collected across an electromagnetic spectrum. The hyper spectral imaging system enables obtaining spectrum for every pixel in a particular image or a sequence of images.
BioVariance - Pediatric Pharmacogenomics in Drug DiscoveryJosef Scheiber
This slideset gives an overview of pharmacogenomic and pediatric dosing knowledge and various influence factors. Finally it shows an example on how to use this kind of Data within predictive approaches.
Slides presented at the Molecular Med Tri-Con 2018 Precision Medicine, "Emerging Role of Radiomics in Precision Medicine" (http://www.triconference.com/Precision-Medicine/)
Abstract
The goal of this talk is to discuss the role of data standards, and specifically the Digital Imaging and Communication in Medicine (DICOM) standard, in supporting radiomics research. From the clinical images, to the storage of image annotations and results of radiomics analysis, standardization can potentially have transformative effect by enabling discovery, reuse and mining of the data, and integration of the radiomics workflows into the healthcare enterprise.
Pathomics Based Biomarkers and Precision MedicineJoel Saltz
Role of Digital Pathology Data Science (Pathomics) in precision medicine. Features from billions or trillions of objects segmented from digital Pathology data can be employed to predict patient outcome and steer treatment.
Presentation at Imaging 2020, Jackson Hole, WY September 2016
Is the increasing availability of automated image analysis a possibility to strengthen the application of diffusion-MRI as a biometric parameter, and to enhance the future of image biobanks? Or is this evolution threatening the position of radiologists as medical doctors. Is a redefinition of radiologist as computer technicians inevitable?
Phillip Payne summarizes the key points of the CITIH 2011 Conference
Bridging Health IT & Innovation: Next steps in advancing healthcare through shared strengths and strategies.
Radiomics: Novel Paradigm of Deep Learning for Clinical Decision Support towa...Wookjin Choi
‘Radiomics’ is a novel process to identify ‘radiome’ in the field of imaging informatics when long-term clinical outcomes such as mortality are not immediately available, relying on first acquiring paired gene expression data and medical images at diagnosis from a study cohort, and then leveraging the public gene expression data containing clinical outcomes from a closely matched population into a personalized medicine (Stanford and Harvard University).
Genome sequencing technology available today can accurately sequence a whole genome from an individual’s test sample for a surprisingly low cost.
As a result, the adoption of this technology is rapidly expanding as medical centers around the world embrace its utility in informing healthcare decisions—an emerging reality of personalized medicine.
The hyper spectral imaging system (HSI) involves collection and processing of data which is collected across an electromagnetic spectrum. The hyper spectral imaging system enables obtaining spectrum for every pixel in a particular image or a sequence of images.
BioVariance - Pediatric Pharmacogenomics in Drug DiscoveryJosef Scheiber
This slideset gives an overview of pharmacogenomic and pediatric dosing knowledge and various influence factors. Finally it shows an example on how to use this kind of Data within predictive approaches.
Slides presented at the Molecular Med Tri-Con 2018 Precision Medicine, "Emerging Role of Radiomics in Precision Medicine" (http://www.triconference.com/Precision-Medicine/)
Abstract
The goal of this talk is to discuss the role of data standards, and specifically the Digital Imaging and Communication in Medicine (DICOM) standard, in supporting radiomics research. From the clinical images, to the storage of image annotations and results of radiomics analysis, standardization can potentially have transformative effect by enabling discovery, reuse and mining of the data, and integration of the radiomics workflows into the healthcare enterprise.
Pathomics Based Biomarkers and Precision MedicineJoel Saltz
Role of Digital Pathology Data Science (Pathomics) in precision medicine. Features from billions or trillions of objects segmented from digital Pathology data can be employed to predict patient outcome and steer treatment.
Presentation at Imaging 2020, Jackson Hole, WY September 2016
Is the increasing availability of automated image analysis a possibility to strengthen the application of diffusion-MRI as a biometric parameter, and to enhance the future of image biobanks? Or is this evolution threatening the position of radiologists as medical doctors. Is a redefinition of radiologist as computer technicians inevitable?
Phillip Payne summarizes the key points of the CITIH 2011 Conference
Bridging Health IT & Innovation: Next steps in advancing healthcare through shared strengths and strategies.
How AstraZeneca is Applying AI, Imaging & Data Analytics (AI-Driven Drug Deve...Nick Brown
Keynote AI Presentation given at AI-Driven Drug Development Summit Europe on 26th April 2023 in London. Overview around how AstraZeneca has been developing AI in the past 5+ years. Predominantly focused on R&D and how we are developing digital solutions & AI for right safety and right dose. AI examples include machine learning for safety assessment, augmenting digital pathology for image quantification & segmentation, understanding more about our drugs through advanced imaging modalities and first steps in applying AI for right dose - immunogenicity, adverse events and tolerability.
Nw biotech fundamentals day 2 session 4 medical devices and diagnosticsNicholas Weston Lawyers
In this presentation:
• Definition of Medical devices and Diagnostics
• The stages of an R&D project
• The state of the art
• Regulatory nuances
• Future trends
• Challenges and opportunities
• Case studies and examples
The Randomized Controlled Trial: The Gold Standard of Clinical Science and a ...marcus evans Network
Tim Fayram, St. Jude Medical Inc. - Speaker at the marcus evans Medical Device R&D Summit Fall 2013, held in Palm Beach, FL delivered his presentation entitled The Randomized Controlled Trial: The Gold Standard of Clinical Science and a Barrier to Innovation?
Leveraging Publicly Accessible Clinical Trails Data Sharing, Dissemination an...Vaticle
In the broader realm of the advancement of science and the betterment of the human condition, there are several purported benefits for sharing clinical trials and research data. The scientific community has just begun to embrace open-access datasets to build their knowledge base, gain insight into new discoveries, and generate novel data-driven hypotheses that were not initially formulated in the studies. With the increasing amount of clinical trial data available, comes the need to leverage a multitude of shared datasets. Your knowledge base needs to facilitate discovery across research domains.
This talk highlights the data sharing, dissemination, and repurposing of clinical and molecular studies generated by government-funded research consortia. Further, we are building a new knowledge base resource, IMMGRAKN to facilitate translational discovery from crowd-sourced clinical trials data in ImmPort (www.immport.org), an NIH-NIAID funded open-access immunology database and analysis portal. The case studies demonstrating the use of IMMGRAKN will be discussed
As medical understanding of the genotype/phenotype correlation of a disease becomes clearer, genetic testing can be expected to become a mainstay in the clinical setting. While the application of genetic testing to the clinical setting is very much in line with the larger medical goals of preventative and personalized medicine, there are many unanswered questions with regard to genetic testing.
Speakers: Dr. Mansoor Mohammed, Genomics Portraits Inc., Dr. Brian Underdown, Managing Director, MDS Capital, Dr. June Carroll, Sydney G. Frankfort Chair in Family Medicine Mt.Sinai Hospital, Dr. Peter N. Ray, Head, Molecular Genetics Department of Paediatric Laboratory Medicine. HSC Professor, Molecular and Medical Genetics, University of Toronto
NS1450X - Computerized Systems in Clinical ResearchJudson Chase
I am guest lecturer (paid) at the Boston College William F. Connell School of Nursing (more information at http://www.bc.edu/schools/son/aboutus.html).
Three or four times a year I lecture on the application of Computerized Systems in Clinical Research; this is my course deck from 2014.
Title: Sense of Smell
Presenter: Dr. Faiza, Assistant Professor of Physiology
Qualifications:
MBBS (Best Graduate, AIMC Lahore)
FCPS Physiology
ICMT, CHPE, DHPE (STMU)
MPH (GC University, Faisalabad)
MBA (Virtual University of Pakistan)
Learning Objectives:
Describe the primary categories of smells and the concept of odor blindness.
Explain the structure and location of the olfactory membrane and mucosa, including the types and roles of cells involved in olfaction.
Describe the pathway and mechanisms of olfactory signal transmission from the olfactory receptors to the brain.
Illustrate the biochemical cascade triggered by odorant binding to olfactory receptors, including the role of G-proteins and second messengers in generating an action potential.
Identify different types of olfactory disorders such as anosmia, hyposmia, hyperosmia, and dysosmia, including their potential causes.
Key Topics:
Olfactory Genes:
3% of the human genome accounts for olfactory genes.
400 genes for odorant receptors.
Olfactory Membrane:
Located in the superior part of the nasal cavity.
Medially: Folds downward along the superior septum.
Laterally: Folds over the superior turbinate and upper surface of the middle turbinate.
Total surface area: 5-10 square centimeters.
Olfactory Mucosa:
Olfactory Cells: Bipolar nerve cells derived from the CNS (100 million), with 4-25 olfactory cilia per cell.
Sustentacular Cells: Produce mucus and maintain ionic and molecular environment.
Basal Cells: Replace worn-out olfactory cells with an average lifespan of 1-2 months.
Bowman’s Gland: Secretes mucus.
Stimulation of Olfactory Cells:
Odorant dissolves in mucus and attaches to receptors on olfactory cilia.
Involves a cascade effect through G-proteins and second messengers, leading to depolarization and action potential generation in the olfactory nerve.
Quality of a Good Odorant:
Small (3-20 Carbon atoms), volatile, water-soluble, and lipid-soluble.
Facilitated by odorant-binding proteins in mucus.
Membrane Potential and Action Potential:
Resting membrane potential: -55mV.
Action potential frequency in the olfactory nerve increases with odorant strength.
Adaptation Towards the Sense of Smell:
Rapid adaptation within the first second, with further slow adaptation.
Psychological adaptation greater than receptor adaptation, involving feedback inhibition from the central nervous system.
Primary Sensations of Smell:
Camphoraceous, Musky, Floral, Pepperminty, Ethereal, Pungent, Putrid.
Odor Detection Threshold:
Examples: Hydrogen sulfide (0.0005 ppm), Methyl-mercaptan (0.002 ppm).
Some toxic substances are odorless at lethal concentrations.
Characteristics of Smell:
Odor blindness for single substances due to lack of appropriate receptor protein.
Behavioral and emotional influences of smell.
Transmission of Olfactory Signals:
From olfactory cells to glomeruli in the olfactory bulb, involving lateral inhibition.
Primitive, less old, and new olfactory systems with different path
Pulmonary Thromboembolism - etilogy, types, medical- Surgical and nursing man...VarunMahajani
Disruption of blood supply to lung alveoli due to blockage of one or more pulmonary blood vessels is called as Pulmonary thromboembolism. In this presentation we will discuss its causes, types and its management in depth.
New Drug Discovery and Development .....NEHA GUPTA
The "New Drug Discovery and Development" process involves the identification, design, testing, and manufacturing of novel pharmaceutical compounds with the aim of introducing new and improved treatments for various medical conditions. This comprehensive endeavor encompasses various stages, including target identification, preclinical studies, clinical trials, regulatory approval, and post-market surveillance. It involves multidisciplinary collaboration among scientists, researchers, clinicians, regulatory experts, and pharmaceutical companies to bring innovative therapies to market and address unmet medical needs.
NVBDCP.pptx Nation vector borne disease control programSapna Thakur
NVBDCP was launched in 2003-2004 . Vector-Borne Disease: Disease that results from an infection transmitted to humans and other animals by blood-feeding arthropods, such as mosquitoes, ticks, and fleas. Examples of vector-borne diseases include Dengue fever, West Nile Virus, Lyme disease, and malaria.
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
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2 Case Reports of Gastric Ultrasound
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
Couples presenting to the infertility clinic- Do they really have infertility...Sujoy Dasgupta
Dr Sujoy Dasgupta presented the study on "Couples presenting to the infertility clinic- Do they really have infertility? – The unexplored stories of non-consummation" in the 13th Congress of the Asia Pacific Initiative on Reproduction (ASPIRE 2024) at Manila on 24 May, 2024.
Recomendações da OMS sobre cuidados maternos e neonatais para uma experiência pós-natal positiva.
Em consonância com os ODS – Objetivos do Desenvolvimento Sustentável e a Estratégia Global para a Saúde das Mulheres, Crianças e Adolescentes, e aplicando uma abordagem baseada nos direitos humanos, os esforços de cuidados pós-natais devem expandir-se para além da cobertura e da simples sobrevivência, de modo a incluir cuidados de qualidade.
Estas diretrizes visam melhorar a qualidade dos cuidados pós-natais essenciais e de rotina prestados às mulheres e aos recém-nascidos, com o objetivo final de melhorar a saúde e o bem-estar materno e neonatal.
Uma “experiência pós-natal positiva” é um resultado importante para todas as mulheres que dão à luz e para os seus recém-nascidos, estabelecendo as bases para a melhoria da saúde e do bem-estar a curto e longo prazo. Uma experiência pós-natal positiva é definida como aquela em que as mulheres, pessoas que gestam, os recém-nascidos, os casais, os pais, os cuidadores e as famílias recebem informação consistente, garantia e apoio de profissionais de saúde motivados; e onde um sistema de saúde flexível e com recursos reconheça as necessidades das mulheres e dos bebês e respeite o seu contexto cultural.
Estas diretrizes consolidadas apresentam algumas recomendações novas e já bem fundamentadas sobre cuidados pós-natais de rotina para mulheres e neonatos que recebem cuidados no pós-parto em unidades de saúde ou na comunidade, independentemente dos recursos disponíveis.
É fornecido um conjunto abrangente de recomendações para cuidados durante o período puerperal, com ênfase nos cuidados essenciais que todas as mulheres e recém-nascidos devem receber, e com a devida atenção à qualidade dos cuidados; isto é, a entrega e a experiência do cuidado recebido. Estas diretrizes atualizam e ampliam as recomendações da OMS de 2014 sobre cuidados pós-natais da mãe e do recém-nascido e complementam as atuais diretrizes da OMS sobre a gestão de complicações pós-natais.
O estabelecimento da amamentação e o manejo das principais intercorrências é contemplada.
Recomendamos muito.
Vamos discutir essas recomendações no nosso curso de pós-graduação em Aleitamento no Instituto Ciclos.
Esta publicação só está disponível em inglês até o momento.
Prof. Marcus Renato de Carvalho
www.agostodourado.com
Title: Sense of Taste
Presenter: Dr. Faiza, Assistant Professor of Physiology
Qualifications:
MBBS (Best Graduate, AIMC Lahore)
FCPS Physiology
ICMT, CHPE, DHPE (STMU)
MPH (GC University, Faisalabad)
MBA (Virtual University of Pakistan)
Learning Objectives:
Describe the structure and function of taste buds.
Describe the relationship between the taste threshold and taste index of common substances.
Explain the chemical basis and signal transduction of taste perception for each type of primary taste sensation.
Recognize different abnormalities of taste perception and their causes.
Key Topics:
Significance of Taste Sensation:
Differentiation between pleasant and harmful food
Influence on behavior
Selection of food based on metabolic needs
Receptors of Taste:
Taste buds on the tongue
Influence of sense of smell, texture of food, and pain stimulation (e.g., by pepper)
Primary and Secondary Taste Sensations:
Primary taste sensations: Sweet, Sour, Salty, Bitter, Umami
Chemical basis and signal transduction mechanisms for each taste
Taste Threshold and Index:
Taste threshold values for Sweet (sucrose), Salty (NaCl), Sour (HCl), and Bitter (Quinine)
Taste index relationship: Inversely proportional to taste threshold
Taste Blindness:
Inability to taste certain substances, particularly thiourea compounds
Example: Phenylthiocarbamide
Structure and Function of Taste Buds:
Composition: Epithelial cells, Sustentacular/Supporting cells, Taste cells, Basal cells
Features: Taste pores, Taste hairs/microvilli, and Taste nerve fibers
Location of Taste Buds:
Found in papillae of the tongue (Fungiform, Circumvallate, Foliate)
Also present on the palate, tonsillar pillars, epiglottis, and proximal esophagus
Mechanism of Taste Stimulation:
Interaction of taste substances with receptors on microvilli
Signal transduction pathways for Umami, Sweet, Bitter, Sour, and Salty tastes
Taste Sensitivity and Adaptation:
Decrease in sensitivity with age
Rapid adaptation of taste sensation
Role of Saliva in Taste:
Dissolution of tastants to reach receptors
Washing away the stimulus
Taste Preferences and Aversions:
Mechanisms behind taste preference and aversion
Influence of receptors and neural pathways
Impact of Sensory Nerve Damage:
Degeneration of taste buds if the sensory nerve fiber is cut
Abnormalities of Taste Detection:
Conditions: Ageusia, Hypogeusia, Dysgeusia (parageusia)
Causes: Nerve damage, neurological disorders, infections, poor oral hygiene, adverse drug effects, deficiencies, aging, tobacco use, altered neurotransmitter levels
Neurotransmitters and Taste Threshold:
Effects of serotonin (5-HT) and norepinephrine (NE) on taste sensitivity
Supertasters:
25% of the population with heightened sensitivity to taste, especially bitterness
Increased number of fungiform papillae
How to Give Better Lectures: Some Tips for Doctors
Organ Specific Proteomics
1. Realizing P4 Medicine: First Steps Paul Kearney, Ph.D. President, CSO and Founder Integrated Diagnostics October 14, 2010 1
2. Integrated Diagnostics Spin out from the Institute for Systems Biology and based in Seattle. Founded September 2009 raising $30M in venture capital from InterWest, Wellcome Trust and BioTechCube. Focus is on the development of early diagnostics for lung cancer and Alzheimer’s. Founding concepts include large scale system measurements and organ-specific proteins. 2
3. The Power of Vision: The First Step 3 enables The value of visionary ideas, such as P4 medicine, is that they compel us (researchers, policy makers, entrepreneurs, etc.) to innovate and take those important first steps to realizing the vision. Advances in technology, policy, knowledge Visionary Idea compels/directs
16. Regulatory hurdlesP4 Commercial Clinical What has Integrated Diagnostics done to address these challenges?
17. Challenge #1: Finding the Right Application 7 Determine if a lung cancer lesion detected by imaging is benign or malignant. Patrick Nana-Sinkham, MD The Ohio State University School of Medicine
18. What Makes This Application Ideal? estimated 2.7 million lung lesions are seen by imaging every year in the US current protocol is ‘watchful waiting’ if the lesion grows (operate – ~30% error rate) or if the lesion does not grow after 2 years then do nothing (97% of cases; 4-5 CT scans per patient on average) hard to biopsy (blood-based Dx test is ideal) market research indicates that this is the #1 diagnostic need in lung cancer among pulmonologists (the end-users) High unmet need drives adoption of new ideas, technologies and solutions. 8
19. Challenge #2: Intelligently Selecting Markers to Monitor 1. Lung-specific proteins (expressed only by the lung) * Sentinels of system health and disease of the lung only Lung-specific proteins are highly modulated by lung disease (statistical disease association analysis across GEO database) 2. Lung cancer tumor-specific cell surface markers ** Proteins expressed on the cell-surface of tumor cells but not healthy cells Likely to be found in blood. 3. Lung cancer tumor-specific secreted proteins ** Proteins secreted by tumor cells but not by normal cells Likely to be found in blood. 9 Total: ~750 proteins * licensed from the Institute for Systems Biology ** licensed from Caprion Proteomics
20. Challenge #3: Massively Parallel System Measurements Diagnosing/monitoring/treating complex diseases in a complex system (humans) with high population variability requires broad sampling across organs, pathways, biological functions, etc. One gene or one protein is not enough for a high resolution picture of an individual’s state of health. Massively parallel biological system queries are going to be the norm for P4 medicine 10
21. Challenge #3:The Power of Massively Parallel System Measurements 11 As the number of random blood analytes profiled increases, segregation of healthy and disease type occurs.
22. Challenge #3:Select a Technology that can Assay 750 Proteins MRM (Multiple Reaction Monitoring) is targeted, hypothesis driven mass spectrometry Focusing resources of the MS on a small number of proteins, not on sample surveys Emerging clinical tool pioneered at Institute for Systems Biology Largest lung cancer assay ever created (750 proteins) 12
23. Challenge #4: Avoid ‘Loss in Translation’ ‘Loss in Translation’ occurs when discovery results cannot be translated into clinical tools. discovery technology platforms (e.g. mass spectrometry) differ from commercial platforms (e.g. Luminex assays) technologies vary greatly in performance and in what they can detect and measure reliably often large panels of discovery-stage markers cannot be translated onto a commercially viable platform because of cost or multiplexing limitations Solution: Use the same platform technology (mass spec) discovery validation commercialization 13
24. Tactical First Step Solutions 14 Market Research Discovery Studies MRM Assay Development Validation Studies Commercial- ization 1 2 3 4 Select an indication of large market size and of high clinical unmet need. Validate with front line clinicians (end-users). License large systems-based discovery data sets. Select a highly multiplexed technology platform (MRM) that enables massively parallel system measurements. Select a technology platform (MRM) that avoids ‘loss in translation’. 100+ of the 750 MRM assays developed to date (completed in 6 months) 76% success rate in assay development ~ $2000 per MRM assay to develop high correlation between discovery data and assay verification data
25. Other Challenges … Regulation of IVDMIA Dx tests Developing a market channel to end users (e.g. pulmonologists) New use of MRM in the clinic (previously only used for single analyte monitoring such as vitamin D levels). Working within the existing environment. Who saves and who gains with each P4 innovation? 15
26. Concluding Remarks What are the first steps for the P4 vision? What are the demonstration projects? What are the emerging technologies that can be leveraged? What are the performance measures for P4 Medicine? What are the challenges that must be overcome in these demonstration projects? 16