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Microarray
Dr. Swarnendu Pal
 Background
 History
 Introduction
 Types of microarrays
 DNA microarray
 Principle
 Types of DNA microarray
 Steps involved in DNA microarray
 Applications
 Advantages
 Limitations and disadvantages
 Future of microarrays
 Take home message
Background
 A human organism has over 250 different cell types
(e.g., muscle, skin, bone, neuron), most of which
have identical genomes, yet they look different and
have different activities
 Less than 20% of the genes are expressed in a typical
cell type
 Apparently the differences in gene expression is what
makes the cells look and function differently
History
• Once the human genome sequence was completed
in 2001, it paved the way for many experiments
and researches;
• one such area was identifying the regions of DNA
which control normal and disease states.
• Functional genomics is the study of gene function
through parallel expression measurements of a
genome.
History
• Microarray  analyzes large amount of samples which
have either been recorded previously or from new
samples
• History: Microarray technology evolved from Southern
blotting, where fragmented DNA is attached to a
substrate and then probed with a known DNA
sequence
• Use of miniaturized microarrays for gene expression
profiling first reported in 1995, and a complete
eukaryotic genome (Saccharomyces cerevisiae) on a
microarray was published in 1997
Microarray
• It is a 2D array on a solid
substrate (usually a glass
slide or silicon thin-film
cell) that assays large
amounts of biological
material using high-
throughput screening,
miniaturized,
multiplexed and parallel
processing and detection
methods.
Types
 DNA microarrays, such as cDNA microarrays,
oligonucleotide microarrays, BAC microarrays and SNP
microarrays
 MMChips, for surveillance of microRNA populations
 Protein microarrays
 Peptide microarrays, for detailed analyses or optimization
of protein–protein interactions
 Tissue microarrays
 Cellular microarrays(also called transfection microarrays)
 Chemical compound microarrays
 Antibody microarrays
DNA microarray
• A DNA microarray (also commonly known as
genome chip, DNA chip, or gene array) is a
collection of microscopic DNA spots, commonly
representing single genes, arrayed on a solid
surface by covalent attachment to a chemical
matrix.
• Each spot of DNA, called a probe, represents a
single gene.
Principle
• Hybridization : The property of complementary
nucleic acid sequences is to specifically pair
with each other by forming hydrogen bonds
between complementary nucleotide base pairs.
• The principle of DNA microarrays lies on the
hybridization between the nucleotide. Using this
technology the presence of one genomic or cDNA
sequence in 1,00,000 or more sequences can be
screened in a single hybridization.
Types of DNA microarrays
• Based on different technologies and probe types,
and intended application it can be:
 Bacterial artificial chromosome arrays
 cDNA microarrays
 Oligonucleotide microarrays
 In-situ synthesized microarrays
 Bead microarrays
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
Instruments required
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
• Collecting tissue
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
• Isolating RNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
• Isolating RNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
• Isolating RNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
• Isolating RNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
• Isolating RNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
• Isolating mRNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
• Isolating mRNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
• Isolating mRNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
• Isolating mRNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
Make labeled DNA copy
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
Make labeled DNA copy
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
Make labeled DNA copy
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
Make labeled DNA copy
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
Apply DNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
Apply DNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
Apply DNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
Apply DNA
Steps involved
In microarray
I. Collect tissue
II. Isolate RNA
III. Isolate mRNA
IV. Make labeled DNA
copy
V. Apply DNA
VI. Scan microarray
VII. Analyze data
Scan microarray
Analyzing data
• GREEN represents Control DNA, where either DNA
or cDNA derived from normal tissue is hybridized to
the target DNA.
• RED represents Sample DNA, where either DNA or
cDNA is derived from diseased tissue hybridized to
the target DNA.
• YELLOW represents a combination of Control and
Sample DNA, where both hybridized equally to the
target DNA.
• BLACK represents areas where neither the Control
nor Sample DNA hybridized to the target DNA.
Analyzing data
Image Analysis & Data
Visualization
Some questions for the age of
genomics
• How gene expression differs in different cell types?
• How gene expression differs in a normal and diseased (e.g.,
cancerous) cell?
• How gene expression changes when a cell is treated by a
drug?
• How gene expression changes when the organism develops
and cells are differentiating?
Applications
 In cancer
Tumor formation involves simultaneous changes in
hundreds of cells and variations in genes.
Identification of single-nucleotide polymorphisms
(SNPs) and mutations, classification of tumors,
identification of target genes of tumor suppressors,
Applications
 In cancer
 Identification of cancer biomarkers, identification
of genes associated with chemoresistance
 Early detection of precancerous lesions
 Identification of gene expression profiles or
“genomic fingerprints” will allow clinicians to
differentiate harmless lesions from precancerous
lesions or from very early cancer
Applications
 Antibiotic treatment
 Gene expression profiling
 In different cells/tissues
 During the course of development
 Under different environmental or chemical stimuli
 In disease state versus healthy
 Molecular diagnosis
 Molecular classification of disease
 Drug development
 Identification of new targets
 Pharmacogenomics
 Individualized medicine
Advantages
 Provides data for thousands of genes.
 One experiment instead of many.
 Fast and easy to obtain results.
 Huge step closer to discovering cures for diseases
and cancer.
 Different parts of DNA can be used to study gene
expresion
Limitations of DNA microarrays
 First, arrays provide an indirect measure of relative
concentration.
However, due to the kinetics of hybridization, the
signal level at a given location on the array is not
linearly proportional to concentration of the species
hybridizing to the array.
 For complex mammalian genomes, it is often difficult
to design arrays in which multiple related DNA/RNA
sequences will not bind to the same probe on the
array.
Disadvantages
 The biggest disadvantage of DNA chips is that they are
expensive to create.
 The production of too many results at a time requires
long time for analysis, which is quite complex in
nature.
 The DNA chips do not have very long shelf life, which
proves to be another major disadvantage of the
technology
The Future of DNA arrays
 When the cost is similar, sequencing has many advantages
relative to microarrays.
Sequencing is a direct measurement of nucleic acids
present in solution. One need only count the number of a
given type of sequences present to determine it’s
abundance.
 Unlike DNA arrays, sequencing is not dependent on prior
knowledge of which nucleic acids may be present.
The Future of DNA arrays
 Sequencing is also able to independently detect closely
related gene sequences, novel splice forms or RNA
editing that may be missed due to cross hybridization
on DNA microarrays
 As a result of these advantages and the decreasing cost
of sequencing, DNA arrays are being rapidly replaced by
sequencing for nearly every assay
Take home message
 Microarrays are a powerful tool and holds much
promise for the analysis of diseases.
 Classifications of disease by DNA, RNA, or protein
profiles will greatly enhance our ability to diagnose,
prevent, monitor and treat our patients.
 Microarrays promise a more biologically based,
individualized treatment
Thank You

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Microarray Technology: A Guide to Gene Expression Profiling

  • 2.  Background  History  Introduction  Types of microarrays  DNA microarray  Principle  Types of DNA microarray  Steps involved in DNA microarray  Applications  Advantages  Limitations and disadvantages  Future of microarrays  Take home message
  • 3. Background  A human organism has over 250 different cell types (e.g., muscle, skin, bone, neuron), most of which have identical genomes, yet they look different and have different activities  Less than 20% of the genes are expressed in a typical cell type  Apparently the differences in gene expression is what makes the cells look and function differently
  • 4.
  • 5.
  • 6.
  • 7. History • Once the human genome sequence was completed in 2001, it paved the way for many experiments and researches; • one such area was identifying the regions of DNA which control normal and disease states. • Functional genomics is the study of gene function through parallel expression measurements of a genome.
  • 8. History • Microarray  analyzes large amount of samples which have either been recorded previously or from new samples • History: Microarray technology evolved from Southern blotting, where fragmented DNA is attached to a substrate and then probed with a known DNA sequence • Use of miniaturized microarrays for gene expression profiling first reported in 1995, and a complete eukaryotic genome (Saccharomyces cerevisiae) on a microarray was published in 1997
  • 9. Microarray • It is a 2D array on a solid substrate (usually a glass slide or silicon thin-film cell) that assays large amounts of biological material using high- throughput screening, miniaturized, multiplexed and parallel processing and detection methods.
  • 10. Types  DNA microarrays, such as cDNA microarrays, oligonucleotide microarrays, BAC microarrays and SNP microarrays  MMChips, for surveillance of microRNA populations  Protein microarrays  Peptide microarrays, for detailed analyses or optimization of protein–protein interactions  Tissue microarrays  Cellular microarrays(also called transfection microarrays)  Chemical compound microarrays  Antibody microarrays
  • 11. DNA microarray • A DNA microarray (also commonly known as genome chip, DNA chip, or gene array) is a collection of microscopic DNA spots, commonly representing single genes, arrayed on a solid surface by covalent attachment to a chemical matrix. • Each spot of DNA, called a probe, represents a single gene.
  • 12. Principle • Hybridization : The property of complementary nucleic acid sequences is to specifically pair with each other by forming hydrogen bonds between complementary nucleotide base pairs. • The principle of DNA microarrays lies on the hybridization between the nucleotide. Using this technology the presence of one genomic or cDNA sequence in 1,00,000 or more sequences can be screened in a single hybridization.
  • 13. Types of DNA microarrays • Based on different technologies and probe types, and intended application it can be:  Bacterial artificial chromosome arrays  cDNA microarrays  Oligonucleotide microarrays  In-situ synthesized microarrays  Bead microarrays
  • 14.
  • 15. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data
  • 17. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data • Collecting tissue
  • 18. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data • Isolating RNA
  • 19. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data • Isolating RNA
  • 20. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data • Isolating RNA
  • 21. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data • Isolating RNA
  • 22. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data • Isolating RNA
  • 23. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data • Isolating mRNA
  • 24. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data • Isolating mRNA
  • 25. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data • Isolating mRNA
  • 26. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data • Isolating mRNA
  • 27. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data Make labeled DNA copy
  • 28. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data Make labeled DNA copy
  • 29. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data Make labeled DNA copy
  • 30. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data Make labeled DNA copy
  • 31.
  • 32. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data Apply DNA
  • 33. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data Apply DNA
  • 34. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data Apply DNA
  • 35. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data Apply DNA
  • 36. Steps involved In microarray I. Collect tissue II. Isolate RNA III. Isolate mRNA IV. Make labeled DNA copy V. Apply DNA VI. Scan microarray VII. Analyze data Scan microarray
  • 37. Analyzing data • GREEN represents Control DNA, where either DNA or cDNA derived from normal tissue is hybridized to the target DNA. • RED represents Sample DNA, where either DNA or cDNA is derived from diseased tissue hybridized to the target DNA. • YELLOW represents a combination of Control and Sample DNA, where both hybridized equally to the target DNA. • BLACK represents areas where neither the Control nor Sample DNA hybridized to the target DNA.
  • 39. Image Analysis & Data Visualization
  • 40. Some questions for the age of genomics • How gene expression differs in different cell types? • How gene expression differs in a normal and diseased (e.g., cancerous) cell? • How gene expression changes when a cell is treated by a drug? • How gene expression changes when the organism develops and cells are differentiating?
  • 41. Applications  In cancer Tumor formation involves simultaneous changes in hundreds of cells and variations in genes. Identification of single-nucleotide polymorphisms (SNPs) and mutations, classification of tumors, identification of target genes of tumor suppressors,
  • 42. Applications  In cancer  Identification of cancer biomarkers, identification of genes associated with chemoresistance  Early detection of precancerous lesions  Identification of gene expression profiles or “genomic fingerprints” will allow clinicians to differentiate harmless lesions from precancerous lesions or from very early cancer
  • 43. Applications  Antibiotic treatment  Gene expression profiling  In different cells/tissues  During the course of development  Under different environmental or chemical stimuli  In disease state versus healthy  Molecular diagnosis  Molecular classification of disease  Drug development  Identification of new targets  Pharmacogenomics  Individualized medicine
  • 44. Advantages  Provides data for thousands of genes.  One experiment instead of many.  Fast and easy to obtain results.  Huge step closer to discovering cures for diseases and cancer.  Different parts of DNA can be used to study gene expresion
  • 45. Limitations of DNA microarrays  First, arrays provide an indirect measure of relative concentration. However, due to the kinetics of hybridization, the signal level at a given location on the array is not linearly proportional to concentration of the species hybridizing to the array.  For complex mammalian genomes, it is often difficult to design arrays in which multiple related DNA/RNA sequences will not bind to the same probe on the array.
  • 46. Disadvantages  The biggest disadvantage of DNA chips is that they are expensive to create.  The production of too many results at a time requires long time for analysis, which is quite complex in nature.  The DNA chips do not have very long shelf life, which proves to be another major disadvantage of the technology
  • 47. The Future of DNA arrays  When the cost is similar, sequencing has many advantages relative to microarrays. Sequencing is a direct measurement of nucleic acids present in solution. One need only count the number of a given type of sequences present to determine it’s abundance.  Unlike DNA arrays, sequencing is not dependent on prior knowledge of which nucleic acids may be present.
  • 48. The Future of DNA arrays  Sequencing is also able to independently detect closely related gene sequences, novel splice forms or RNA editing that may be missed due to cross hybridization on DNA microarrays  As a result of these advantages and the decreasing cost of sequencing, DNA arrays are being rapidly replaced by sequencing for nearly every assay
  • 49. Take home message  Microarrays are a powerful tool and holds much promise for the analysis of diseases.  Classifications of disease by DNA, RNA, or protein profiles will greatly enhance our ability to diagnose, prevent, monitor and treat our patients.  Microarrays promise a more biologically based, individualized treatment