Protein microarrays allow thousands of proteins to be analyzed simultaneously. They consist of a solid surface coated with protein spots that are probed with labeled molecules. There are several types including analytical, functional, and reverse phase arrays. Protein microarrays can be used for applications such as drug discovery, biomarker identification, and clinical diagnostics. They offer advantages over other methods like ELISA in terms of throughput, sensitivity, and cost. Future opportunities include integration with other technologies and development of single-cell and multiplexed protein assays.
The above presentation consist of the definition of microarray, brief history, general principle of the same, the type of scanner that are used to read or to scan the microarray , type of DNA microarray and finally its various apliccation including the role of DNA microaarray in drug discovery.
A genome is an organism’s complete set of DNA or complete genetic makeup, The entire DNA complement. It describes the identity and the sequence of genes of an organism.
Genomics is the study of entire genomes(structure, function, evolution, mapping, and editing of genomes)
Executing the sequencing and analysis of entire human genome enables more rapid and effective identification of disease associated genes and provide drug companies with pre validated targets.
Proteomics is the systematic high-throughput separation and characterization of proteins within biological systems./ large scale study of protein and their functions.
Proteomics measures protein expression directly, not via gene expression, thus achieving better accuracy. Current work uses 2-dimensional polyacrylamide gel electrophoresis(2D- PAGE) and mass spectrometry.
New separation and characterization technologies, such as protein microarray and high throughput chromatography are being developed.
Introduction
ZNF structure and classification
ZNF’s molecular functions
Physiological role of ZNFs
Role of ZNFs in diseases
Role of ZNFs in neurodegenerative diseases
The above presentation consist of the definition of microarray, brief history, general principle of the same, the type of scanner that are used to read or to scan the microarray , type of DNA microarray and finally its various apliccation including the role of DNA microaarray in drug discovery.
A genome is an organism’s complete set of DNA or complete genetic makeup, The entire DNA complement. It describes the identity and the sequence of genes of an organism.
Genomics is the study of entire genomes(structure, function, evolution, mapping, and editing of genomes)
Executing the sequencing and analysis of entire human genome enables more rapid and effective identification of disease associated genes and provide drug companies with pre validated targets.
Proteomics is the systematic high-throughput separation and characterization of proteins within biological systems./ large scale study of protein and their functions.
Proteomics measures protein expression directly, not via gene expression, thus achieving better accuracy. Current work uses 2-dimensional polyacrylamide gel electrophoresis(2D- PAGE) and mass spectrometry.
New separation and characterization technologies, such as protein microarray and high throughput chromatography are being developed.
Introduction
ZNF structure and classification
ZNF’s molecular functions
Physiological role of ZNFs
Role of ZNFs in diseases
Role of ZNFs in neurodegenerative diseases
Role of Target Identification and Target Validation in Drug Discovery ProcessPallavi Duggal
Target identification and Validation tells about the how target is neccesary for new drug discovery and its development to reach into market for rare diseases.
Functional proteomics, methods and toolsKAUSHAL SAHU
INTRODUCTION
HISTORY
DEFINITION
PROTEOMICS
FUNCTIONAL PROTEOMICS
PROTEOMICS SOFTWARE
PROTEOMICS ANALYSIS
TOOLS FOR PROTEOM ANALYSIS
DIFFERENTS METHODS FOR STUDY OF FUNCTIONAL PROTEOMICS
APLLICATIONS
LIMITATIONS
CONCLUSION
Introduction to Applications of Proteomics Science,
Proteomics- Techniques, Applications of proteomics
Presented by
A. Harsha Vardhan Naidu
Department of Pharmacology
it will help you to understand how the protein microarrays are made, what are the different types and what all purposes they are used for. its very useful ppt
Protein microarray Preparation of protein microarray Different methods of arr...naveed ul mushtaq
Protein microarray
Preparation of protein microarray
Different methods of arraying the proteins.FUNCTIONAL PROTEIN MICROARRAYSAnalytical microarrays:-
3.REVERSE PHASE PROTEIN MICROARRAY APPLICATIONS:-
The basic aspects of drug discovery starts from target discovery and validation further going to lead identification and optimization. In this particular slide discussion is regarding the target discovery and the tools that have been utilized in this process.
In silico drug designing is the drug design which can be carried out in silicon chip,i.e., within computers. The slides are helpful to know a brief description about in silico drug designing.
Target Validation
Introduction,Drug discovery, Target identification and validation, Target validation and techniques
By
Ms. B. Mary Vishali
Department of Pharmacology
protein microarray_k.b institute (m.pharm pharmacology) .pptxNittalVekaria
1: Introduction
Welcome to our presentation on Protein Microarrays.
Discover the revolutionary technology transforming protein analysis and biomolecular research
2: What are Protein Microarrays?
Protein microarrays are high-throughput platforms for studying protein-protein interactions, protein function, and biomarker discovery.
They consist of thousands of immobilized proteins on a solid surface, allowing for simultaneous analysis of multiple proteins.
3Components of Protein Microarrays
Substrate: Glass slides, membranes, or beads.
Proteins: Target proteins immobilized on the substrate.
Detection System: Fluorescent dyes, antibodies, or other probes.
Imaging System: Scanners or cameras for data acquisition.
4: Types of Protein Microarrays
Analytical Microarrays: Used for studying protein-protein interactions, protein expression profiling, and protein function analysis.
Antibody Microarrays: Utilized for detecting and quantifying specific proteins or antibodies in biological samples.
Reverse-Phase Protein Arrays (RPPAs): Designed for high-throughput protein expression profiling and signaling pathway analysis.
5:Applications of Protein Microarrays
Biomarker Discovery: Identification of disease-specific biomarkers for diagnosis, prognosis, and treatment monitoring.
Drug Discovery: High-throughput screening of drug candidates and target validation.
Functional Proteomics: Mapping protein-protein interactions, post-translational modifications, and protein function analysis.
Clinical Diagnostics: Detection of infectious diseases, cancer biomarkers, and autoimmune disorders.
6: Workflow of Protein Microarray Experiment
Protein immobilization: Spotting or printing target proteins onto the microarray substrate.
Sample incubation: Incubating the microarray with biological samples containing proteins of interest.
Detection and analysis: Using fluorescent probes or antibodies to detect bound proteins and quantifying the signals.
Data interpretation: Analyzing and interpreting the results to extract meaningful biological insights.
7: Advantages of Protein Microarrays
-High-throughput analysis of thousands of proteins in parallel.
Small sample volume requirement.
Enables multiplexed assays for comprehensive protein profiling.
Facilitates rapid biomarker discovery and validation.
8: Challenges and Considerations
Standardization of protocols and reagents.
Optimization of protein immobilization and detection methods.
Data analysis and interpretation complexities.
Cost and accessibility of microarray platforms.
9: Future Perspectives
Integration with other omics technologies for holistic biological insights.
Development of miniaturized and portable microarray platforms for point-of-care diagnostics.
Advancements in data analysis algorithms and bioinformatics tools.
Expanding applications in personalized medicine and precision healthcare
10: Conclusion
Protein microarrays offer a powerful and versatile tool for protein analysis and biomarker discover
protein microarray_k.b institute (m.pharm pharmacology) .pptxNittalVekaria
1: Introduction
Welcome to our presentation on Protein Microarrays.
Discover the revolutionary technology transforming protein analysis and biomolecular research
2: What are Protein Microarrays?
Protein microarrays are high-throughput platforms for studying protein-protein interactions, protein function, and biomarker discovery.
They consist of thousands of immobilized proteins on a solid surface, allowing for simultaneous analysis of multiple proteins.
3Components of Protein Microarrays
Substrate: Glass slides, membranes, or beads.
Proteins: Target proteins immobilized on the substrate.
Detection System: Fluorescent dyes, antibodies, or other probes.
Imaging System: Scanners or cameras for data acquisition.
4: Types of Protein Microarrays
Analytical Microarrays: Used for studying protein-protein interactions, protein expression profiling, and protein function analysis.
Antibody Microarrays: Utilized for detecting and quantifying specific proteins or antibodies in biological samples.
Reverse-Phase Protein Arrays (RPPAs): Designed for high-throughput protein expression profiling and signaling pathway analysis.
5:Applications of Protein Microarrays
Biomarker Discovery: Identification of disease-specific biomarkers for diagnosis, prognosis, and treatment monitoring.
Drug Discovery: High-throughput screening of drug candidates and target validation.
Functional Proteomics: Mapping protein-protein interactions, post-translational modifications, and protein function analysis.
Clinical Diagnostics: Detection of infectious diseases, cancer biomarkers, and autoimmune disorders.
6: Workflow of Protein Microarray Experiment
Protein immobilization: Spotting or printing target proteins onto the microarray substrate.
Sample incubation: Incubating the microarray with biological samples containing proteins of interest.
Detection and analysis: Using fluorescent probes or antibodies to detect bound proteins and quantifying the signals.
Data interpretation: Analyzing and interpreting the results to extract meaningful biological insights.
7: Advantages of Protein Microarrays
-High-throughput analysis of thousands of proteins in parallel.
Small sample volume requirement.
Enables multiplexed assays for comprehensive protein profiling.
Facilitates rapid biomarker discovery and validation.
8: Challenges and Considerations
Standardization of protocols and reagents.
Optimization of protein immobilization and detection methods.
Data analysis and interpretation complexities.
Cost and accessibility of microarray platforms.
9: Future Perspectives
Integration with other omics technologies for holistic biological insights.
Development of miniaturized and portable microarray platforms for point-of-care diagnostics.
Advancements in data analysis algorithms and bioinformatics tools.
Expanding applications in personalized medicine and precision healthcare
10: Conclusion
Protein microarrays offer a powerful and versatile tool for protein analysis and biomarker discover
Role of Target Identification and Target Validation in Drug Discovery ProcessPallavi Duggal
Target identification and Validation tells about the how target is neccesary for new drug discovery and its development to reach into market for rare diseases.
Functional proteomics, methods and toolsKAUSHAL SAHU
INTRODUCTION
HISTORY
DEFINITION
PROTEOMICS
FUNCTIONAL PROTEOMICS
PROTEOMICS SOFTWARE
PROTEOMICS ANALYSIS
TOOLS FOR PROTEOM ANALYSIS
DIFFERENTS METHODS FOR STUDY OF FUNCTIONAL PROTEOMICS
APLLICATIONS
LIMITATIONS
CONCLUSION
Introduction to Applications of Proteomics Science,
Proteomics- Techniques, Applications of proteomics
Presented by
A. Harsha Vardhan Naidu
Department of Pharmacology
it will help you to understand how the protein microarrays are made, what are the different types and what all purposes they are used for. its very useful ppt
Protein microarray Preparation of protein microarray Different methods of arr...naveed ul mushtaq
Protein microarray
Preparation of protein microarray
Different methods of arraying the proteins.FUNCTIONAL PROTEIN MICROARRAYSAnalytical microarrays:-
3.REVERSE PHASE PROTEIN MICROARRAY APPLICATIONS:-
The basic aspects of drug discovery starts from target discovery and validation further going to lead identification and optimization. In this particular slide discussion is regarding the target discovery and the tools that have been utilized in this process.
In silico drug designing is the drug design which can be carried out in silicon chip,i.e., within computers. The slides are helpful to know a brief description about in silico drug designing.
Target Validation
Introduction,Drug discovery, Target identification and validation, Target validation and techniques
By
Ms. B. Mary Vishali
Department of Pharmacology
protein microarray_k.b institute (m.pharm pharmacology) .pptxNittalVekaria
1: Introduction
Welcome to our presentation on Protein Microarrays.
Discover the revolutionary technology transforming protein analysis and biomolecular research
2: What are Protein Microarrays?
Protein microarrays are high-throughput platforms for studying protein-protein interactions, protein function, and biomarker discovery.
They consist of thousands of immobilized proteins on a solid surface, allowing for simultaneous analysis of multiple proteins.
3Components of Protein Microarrays
Substrate: Glass slides, membranes, or beads.
Proteins: Target proteins immobilized on the substrate.
Detection System: Fluorescent dyes, antibodies, or other probes.
Imaging System: Scanners or cameras for data acquisition.
4: Types of Protein Microarrays
Analytical Microarrays: Used for studying protein-protein interactions, protein expression profiling, and protein function analysis.
Antibody Microarrays: Utilized for detecting and quantifying specific proteins or antibodies in biological samples.
Reverse-Phase Protein Arrays (RPPAs): Designed for high-throughput protein expression profiling and signaling pathway analysis.
5:Applications of Protein Microarrays
Biomarker Discovery: Identification of disease-specific biomarkers for diagnosis, prognosis, and treatment monitoring.
Drug Discovery: High-throughput screening of drug candidates and target validation.
Functional Proteomics: Mapping protein-protein interactions, post-translational modifications, and protein function analysis.
Clinical Diagnostics: Detection of infectious diseases, cancer biomarkers, and autoimmune disorders.
6: Workflow of Protein Microarray Experiment
Protein immobilization: Spotting or printing target proteins onto the microarray substrate.
Sample incubation: Incubating the microarray with biological samples containing proteins of interest.
Detection and analysis: Using fluorescent probes or antibodies to detect bound proteins and quantifying the signals.
Data interpretation: Analyzing and interpreting the results to extract meaningful biological insights.
7: Advantages of Protein Microarrays
-High-throughput analysis of thousands of proteins in parallel.
Small sample volume requirement.
Enables multiplexed assays for comprehensive protein profiling.
Facilitates rapid biomarker discovery and validation.
8: Challenges and Considerations
Standardization of protocols and reagents.
Optimization of protein immobilization and detection methods.
Data analysis and interpretation complexities.
Cost and accessibility of microarray platforms.
9: Future Perspectives
Integration with other omics technologies for holistic biological insights.
Development of miniaturized and portable microarray platforms for point-of-care diagnostics.
Advancements in data analysis algorithms and bioinformatics tools.
Expanding applications in personalized medicine and precision healthcare
10: Conclusion
Protein microarrays offer a powerful and versatile tool for protein analysis and biomarker discover
protein microarray_k.b institute (m.pharm pharmacology) .pptxNittalVekaria
1: Introduction
Welcome to our presentation on Protein Microarrays.
Discover the revolutionary technology transforming protein analysis and biomolecular research
2: What are Protein Microarrays?
Protein microarrays are high-throughput platforms for studying protein-protein interactions, protein function, and biomarker discovery.
They consist of thousands of immobilized proteins on a solid surface, allowing for simultaneous analysis of multiple proteins.
3Components of Protein Microarrays
Substrate: Glass slides, membranes, or beads.
Proteins: Target proteins immobilized on the substrate.
Detection System: Fluorescent dyes, antibodies, or other probes.
Imaging System: Scanners or cameras for data acquisition.
4: Types of Protein Microarrays
Analytical Microarrays: Used for studying protein-protein interactions, protein expression profiling, and protein function analysis.
Antibody Microarrays: Utilized for detecting and quantifying specific proteins or antibodies in biological samples.
Reverse-Phase Protein Arrays (RPPAs): Designed for high-throughput protein expression profiling and signaling pathway analysis.
5:Applications of Protein Microarrays
Biomarker Discovery: Identification of disease-specific biomarkers for diagnosis, prognosis, and treatment monitoring.
Drug Discovery: High-throughput screening of drug candidates and target validation.
Functional Proteomics: Mapping protein-protein interactions, post-translational modifications, and protein function analysis.
Clinical Diagnostics: Detection of infectious diseases, cancer biomarkers, and autoimmune disorders.
6: Workflow of Protein Microarray Experiment
Protein immobilization: Spotting or printing target proteins onto the microarray substrate.
Sample incubation: Incubating the microarray with biological samples containing proteins of interest.
Detection and analysis: Using fluorescent probes or antibodies to detect bound proteins and quantifying the signals.
Data interpretation: Analyzing and interpreting the results to extract meaningful biological insights.
7: Advantages of Protein Microarrays
-High-throughput analysis of thousands of proteins in parallel.
Small sample volume requirement.
Enables multiplexed assays for comprehensive protein profiling.
Facilitates rapid biomarker discovery and validation.
8: Challenges and Considerations
Standardization of protocols and reagents.
Optimization of protein immobilization and detection methods.
Data analysis and interpretation complexities.
Cost and accessibility of microarray platforms.
9: Future Perspectives
Integration with other omics technologies for holistic biological insights.
Development of miniaturized and portable microarray platforms for point-of-care diagnostics.
Advancements in data analysis algorithms and bioinformatics tools.
Expanding applications in personalized medicine and precision healthcare
10: Conclusion
Protein microarrays offer a powerful and versatile tool for protein analysis and biomarker discover
A protein microarray (or protein chip) is a high-throughput method used to track the interactions and activities of proteins, and to determine their function, and determining function on a large scale. Its main advantage lies in the fact that large numbers of proteins can be tracked in parallel.
Tools for target identification and validationDr. sreeremya S
Microarrays
Target identification seeks to identify new targets, normally
proteins (or DNA/RNA), whose modulation might
inhibit or reverse disease progression. Current technologies
enable researchers to attempt to correlate changes in
gene (genomics) and protein (proteomics) expression
with human disease, in the hope of finding new targets.
Microarrays are a well-utilized tool in both academic and
industrial research laboratories. They can be used to
assess gene and protein expression (via nucleic acid or
protein microarrays) to identify novel targets, and can also
be used to validate the found targets at the tissue or cell
scale (via tissue or cell microarrays
Drug Metabolism (DMPK) Assays | MicroConstantsMicroConstants
MicroConstants performs industry-standard assays, custom drug metabolism research, and IND-enabling studies to assess drug-drug interaction potential, metabolic stability, metabolite formation, and protein binding. Whether you are in discovery, lead optimization, or collecting data for regulatory submissions, we will work with you to define the level of research appropriate for your compounds. Results can be presented as a formal report suitable for regulatory submissions, or as an informal report (i.e. raw data tables in Excel).
Microorganisms such as bacteria, actinomycetes, and fungi are ubiquitous on our planet. They are widely distributed in soil, water, the human body and other environments. Microorganisms and their activities are of great importance to biogeochemical cycles and to all biological systems. Creative Proteomics provides a one-stop proteomics service from sample collection, protein separation, to protein quantification and bioinformatics analysis. We offer both relative quantification (including iTRAQ, TMT and SILAC) and absolute quantification (such as SRM/MRM and PRM) approaches to help you discover, detect and quantify proteins in a broad array of samples. https://www.creative-proteomics.com/services/proteomics-service.htm
Microorganisms such as bacteria, actinomycetes, and fungi are ubiquitous on our planet. They are widely distributed in soil, water, the human body and other environments. Microorganisms and their activities are of great importance to biogeochemical cycles and to all biological systems. Creative Proteomics provides a one-stop proteomics service from sample collection, protein separation, to protein quantification and bioinformatics analysis. We offer both relative quantification (including iTRAQ, TMT and SILAC) and absolute quantification (such as SRM/MRM and PRM) approaches to help you discover, detect and quantify proteins in a broad array of samples. https://www.creative-proteomics.com/services/proteomics-service.htm
This presentation covers:
• Definition of life sciences
• The stages of a therapeutic drugs or vaccines R&D project
• The state of the art
• Regulatory nuances
• Pre-clinical and in the clinic issues
• Future trends
• Challenges and opportunities
• Case studies and examples
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
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Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
Model Attribute Check Company Auto PropertyCeline George
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Safalta Digital marketing institute in Noida, provide complete applications that encompass a huge range of virtual advertising and marketing additives, which includes search engine optimization, virtual communication advertising, pay-per-click on marketing, content material advertising, internet analytics, and greater. These university courses are designed for students who possess a comprehensive understanding of virtual marketing strategies and attributes.Safalta Digital Marketing Institute in Noida is a first choice for young individuals or students who are looking to start their careers in the field of digital advertising. The institute gives specialized courses designed and certification.
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Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
Digital Tools and AI for Teaching Learning and Research
Protein microarray .pptx
1. SEMINAR ON - PROTEIN
MICROARRAY
PRESENTED BY
MISBAUL HOQUE
PHARMACOLOGY , M.PHARM
SPER, JAMIA HAMDARD
2. OUTLINES
● INTRODUCTION
● COMPARISON WITH OTHER METHODS
● PRINCIPLE
● TYPES OF PROTEIN MICROARRAY
● APPLICATION
● FUTURE DIRECTION AND OPPORTUNITIES
2
3. INTRODUCTION
• Protein microarrays are a high-throughput technology used to analyze
the expression levels and functional activity of thousands of proteins
simultaneously.
• Protein microarrays consist of a solid support (such as a glass slide or a
membrane) that has been coated with thousands of different proteins
in a defined pattern or array.
• Each protein spot on the array represents a different protein, and
multiple replicates of each protein are typically included on the array to
ensure data reproducibility
3
4. Comparison with other methods (e.g., ELISA, Western blotting)
Here are some of the key differences between these methods:
Throughput: Protein microarrays allow for the simultaneous screening of hundreds or
thousands of proteins in a single experiment, while ELISA and Western blotting typically only
allow for the analysis of a few proteins at a time.
Sensitivity: Protein microarrays can detect low abundance proteins with high sensitivity, while
ELISA and Western blotting may have limited sensitivity for low abundance proteins.
4
5. Specificity: Protein microarrays can offer higher specificity by allowing for the screening of
multiple proteins in a single experiment, while ELISA and Western blotting may have limitations
in terms of cross-reactivity and specificity.
Sample requirements: Protein microarrays require only small amounts of sample, while ELISA
and Western blotting typically require larger amounts of sample.
Cost: Protein microarrays can be cost-effective due to the high throughput and low sample
requirements, while ELISA and Western blotting can be more expensive due to the need for
multiple experiments or larger sample volumes.
5
6. PRINCIPLE
● Protein chip consists of a support
surface such as glass slide,
nitrocellulose, bead or microtiter
plate to which array of capture
proteins is bound.
● Probe molecules typically labeled
with a fluorescent dye are added to
the array.
● Any reaction between the probe and
the immobilized protein emits a
fluorescent signal and that is read by
laser scanner.
6
7. Solid Supporting Material
• The most common supporting materials in use includes Aldehyde, carboxylic ester,
nitrocellulose membrane, polystyrene, Agarose/polyacrylamide gel, hydrogel.
• An ideal surface for protein microarray fabrication has to be capable of
I. Immobilizing proteins
II. Preserving three-dimensional (3-D conformation of protein
III. Should not change the chemical nature of the protein
7
8. The Probes on Chip
● A variety of materials can be immobilize on the protein chip based on the
specific requirements. These include:
● Antibodies
● Antigens
● Aptamers (Nucleic Acid based ligands)
● Affibodies (small, robust proteins engineered to bind to a large number of
target proteins or peptides with high affinity, imitating monoclonal
antibodies, and are therefore a member of the family of antibody mimetics)
● Full length Proteins or their domains
8
9. Types of protein microarrays
There are several types of protein microarrays, each
with its own strengths and limitations. Here are some
of the most common types
Protein
microarray
Analytical
Functional
Reverse phase
9
10. Analytical microarrays
• Analytical microarrays are typically used to profile a complex
mixture of proteins in order to measure binding affinities and
protein expression levels of the proteins in the mixture.
• In this technique, a library of antibodies, aptamers, or
affibodies is arrayed on a glass microscope slide.
• The array is then probed with a protein solution.
• Antibody microarrays are the most common analytical
microarray .
• These types of microarrays can be used to monitor differential
expression profiles and for clinical diagnostics.
10
11. Functional protein microarrays
• Functional protein microarrays is different from analytical
arrays. Functional protein arrays are composed of arrays
containing full-length functional proteins or protein
domains.
• These protein chips are used to study the biochemical
activities of an entire proteome in a single experiment.
• They are used to study numerous protein interactions,
such as protein-protein, protein-DNA, and protein-RNA
interactions.
• Functional protein microarrays can be used to study a
wide range of biological processes, including signal
transduction, transcriptional regulation, and apoptosis.
11
12. Reverse-phase protein microarrays :
• Reverse-phase protein microarrays : reverse phase protein
microarray (RPA). In RPA, cells are isolated from various
tissues of interest and are lysed.
• The lysate is arrayed onto a nitrocellulose slide using a
contact pin microarrayer.
• The slides are then probed with antibodies against the
target protein of interest, and the antibodies are typically
detected with chemiluminescent, fluorescent, or
colorimetric assays.
• Reverse-phase protein microarrays can be used for
biomarker discovery, drug target validation, and the study of
protein expression patterns in disease.
12
13. Applications of protein microarrays in drug discovery
• Target identification and validation
• Lead optimization and screening
• Biomarker discovery and validation
13
14. • Protein microarrays can be used to identify potential drug targets by screening large
numbers of proteins simultaneously.
• This approach can be particularly useful for identifying targets in complex biological
pathways or networks that are difficult to study using traditional methods.
• For example, a protein microarray may contain thousands of purified proteins, which
can be probed with small molecule compounds, antibodies, or other molecules to
identify proteins that interact with the probes. Proteins that show a strong interaction
signal may represent potential drug targets.
Target identification:
14
15. Target validation: etvalidation
• Protein microarrays can also be used to validate drug targets that have been
identified using other methods. For example, a candidate target protein may be
screened against a panel of other proteins on a microarray to assess its specificity
and selectivity.
• The microarray may also contain variants or mutants of the target protein to test
its function and identify potential binding sites for small molecules or antibodies.
• In addition, protein microarrays can be used to assess the effects of drugs or
other compounds on the activity or expression of target proteins, which can
provide valuable information for drug development.
15
16. Lead optimization:
• Protein microarrays can be used to optimize lead compounds that have been identified as
potential drugs.
• For example, a microarray may contain variants or mutants of the target protein to test the
binding affinity and selectivity of the lead compound.
• This approach can help identify structural modifications or functional groups that improve
the potency or pharmacokinetic properties of the lead compound.
16
17. Lead screening :
• Protein microarrays can also be used to screen lead compounds for their ability to
interact with target proteins or modulate their activity.
• This approach can be particularly useful for identifying compounds that act through
non-traditional mechanisms or have multiple targets.
• For example, a microarray may contain multiple proteins involved in a biological
pathway or network, and lead compounds can be screened against the array to identify
those that have the desired effect on the pathway or network.
17
18. Biomarker discovery and validation:
Biomarkers are biological molecules that can be used as indicators of disease or
physiological states, and they play a critical role in the diagnosis, prognosis, and
treatment of various conditions.
18
19. Biomarker discovery :
• Protein microarrays can be used to discover novel biomarkers by screening large numbers of
proteins in a high-throughput manner.
• For example, a microarray may contain proteins from different biological pathways or
networks that are relevant to a particular disease or condition.
• The microarray can be probed with biological samples, such as serum or tissue lysates, from
patients with the disease or condition, as well as from healthy controls.
• Proteins that show differential expression or activity between the two groups may
represent potential biomarkers for the disease or condition.
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20. Biomarkervalidation
• Protein microarrays used to validate potential biomarkers that have been identified using
other methods. For example, a candidate biomarker may be screened against a panel of
other proteins on a microarray to assess its specificity and selectivity.
• The microarray may also contain variants or mutants of the candidate biomarker to test its
function and identify potential binding partners or downstream effectors.
• In addition, protein microarrays can be used to assess the performance of potential
biomarkers in large patient cohorts, which can provide valuable information for clinical
translation.
They can be used to identify novel biomarkers and validate potential biomarkers in a high-
throughput and cost-effective manner, which can accelerate the development of diagnostics
and therapeutics for various diseases and conditions.
Biomarker validation :
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21. Case studies/examples
Examples of successful drug discovery using protein microarrays
• Discovery of a selective inhibitor of Bromodomain-containing protein 4
• Identification of a biomarker for Alzheimer's disease
• over 900 human proteins to identify autoantibodies in the serum of
patients with autoimmune disease.
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22. Discovery of a selective inhibitor of BRD4:
• Bromodomain-containing protein 4 (BRD4) is a promising target for cancer therapy, but
developing selective inhibitors has been challenging due to the high structural similarity of
BRD4 with other bromodomain-containing proteins.
• Researchers used a protein microarray containing 42 human bromodomain proteins to
screen for inhibitors that selectively bind to BRD4.
• They identified a compound that binds selectively to BRD4 and showed potent
antiproliferative activity against multiple cancer cell lines. The compound has since been
further optimized and is being developed as a potential cancer therapy
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23. Identification of a biomarker for Alzheimer's disease:
• Researchers used a protein microarray containing over 9,000 proteins to screen for proteins
that are differentially expressed in the brains of Alzheimer's disease patients compared to
healthy controls.
• They identified a protein called REST, which is a transcriptional repressor that regulates
neuronal gene expression.
• REST was found to be significantly decreased in the brains of Alzheimer's disease patients,
and further studies showed that it may be a potential biomarker for the disease.
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24. Development of a diagnostic test for autoimmune disease:
• Researchers used a protein microarray containing over 900 human proteins to identify
autoantibodies in the serum of patients with autoimmune disease.
• They identified a panel of 11 autoantibodies that are highly specific for autoimmune
disease, and developed a diagnostic test based on these autoantibodies.
• The test has been shown to have high sensitivity and specificity for autoimmune
disease, and is being developed for clinical use .
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25. Future directions and opportunities :
Single-cell analysis: Recent advances in microarray technology and imaging techniques are enabling
the development of protein microarrays for single-cell analysis. By allowing for the analysis of
individual cells, these microarrays can provide new insights into cell signaling, heterogeneity, and
function.
Functional protein microarrays: Traditional protein microarrays typically only measure protein
expression or binding, but functional protein microarrays are being developed that can measure
enzymatic activity, protein-protein interactions, and other functional assays. These microarrays can
enable high-throughput screening of potential drug targets, as well as the discovery of new protein
functions and interactions.
Multiplexed assays: Multiplexed assays that combine multiple types of protein analysis on a single
microarray are being developed. These assays can enable more comprehensive analysis of protein
expression, function, and interaction in a single experiment.
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26. Integration with other technologies: Protein microarrays are being integrated with other
technologies such as CRISPR/Cas9 gene editing, high-throughput sequencing, and mass
spectrometry to enable more comprehensive analysis of protein function and interaction.
Clinical applications: Protein microarrays are being developed for clinical applications such
as diagnostic tests, patient stratification, and personalized medicine. By enabling high-
throughput and cost-effective screening of large numbers of proteins, these microarrays
can accelerate the development of new biomarkers and therapeutic targets.
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27. REFERENCES
1. Wright C, Bergquist P, Hober S. "Protein microarrays for drug
discovery". doi: 10.1517/17460441.2014.917207
2 . Heng Zhu , Michael Snyder . “Protein chip technology“ DOI: 10.1016/s1367-
5931(02)00005-4
3.Christer Wingren Antibody-Based Proteomics PMID: 27686812 DOI: 10.1007/978-3-319-
42316-6_11
4.Pablo San Segundo-Acosta , Ana Montero-Calle , Manuel Fuentes, Alberto Rábano , Mayte
Villalba , Rodrigo Barderas ‘Identification of Alzheimer's Disease Autoantibodies and Their
Target Biomarkers by Phage Microarrays DOI: 10.1021/acs.jproteome.9b00258
5.www.frontiersin.org/articles/10.3389/fimmu.2021.645632/full
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