SlideShare ist ein Scribd-Unternehmen logo
1 von 53
Sean Davis, M.D., Ph.D. Genetics Branch, Center for Cancer Research National Cancer Institute National Institutes of Health Genomics for Pediatrics An Overview of Technologies for Observing the Human Genome
 
 
The Human Genome Project
The Central Dogma
phenotype Gene Copy Number Sequence Variation Chromatin Structure and Function Gene Expression Transcriptional Regulation DNA Methylation Patient and Population Characteristics
Overview ,[object Object]
Comparative genomic hybridization
Tiling arrays and data integration ,[object Object],[object Object]
Normal Karyotype Tumor Karyotype
Hybridization ,[object Object]
Integral to life as we know it
Can be leveraged to build systems for interrogating biologic processes
~30,000 genes 1 2 3 4 5
DNA Microarrays ,[object Object]
Gene Expression Microarrays Golub et al., Science 286:531-537. (1999). Spellman et al., Molecular Biology of the Cell 9, 3273-3297. (1999).
[object Object]
Breast cancer precursor or benign lesion?
Histologic grading used to help define treatment
Low grade and high grade clear-cut, but intermediate grade problematic
DNA Microarrays ,[object Object]
RNA hybridized to DNA, multiple probes per gene
RNA hybridized to DNA, one or more probes per exon
DNA Microarrays ,[object Object]
Comparative Genomic Hybridization (CGH) ,[object Object]
Useful for determining relative copy number of DNA across the entire genome
Not useful (directly) for determining genome structure
Array Comparative Genomic Hybridization (aCGH) Tumor DNA Normal DNA Hybridize (Tumor Suppressors) (Oncogenes) Normal Copy Number DNA Loss Amplification
Tumor Chromosome Normal Chromosome
A Genome View of Copy Number
Frequency of Copy Number Changes Summary of copy number changes from 46 breast cancer cell lines
[object Object]
Typically requires mutation screening, FISH, and some small deletions may be missed
Use array comparative genomic hybridization to get very high-resolution view of the region
 
DNA Microarrays ,[object Object]
Comparative Genomic Hybridization (CGH)
Single Nucleotide Polymorphisms ,[object Object]
Again, DNA hybridized to DNA, but designed to detect the differences in hybridization due to a SNP
Can be used for measuring copy number, finding stretches of uniparental disomy, risk alleles for certain conditions, and in linkage and association studies
DNA Microarrays ,[object Object]
Comparative Genomic Hybridization (CGH)
Single Nucleotide Polymorphisms
DNA methylation
MicroRNA expression
“Tiling array” applications
Others....
Tiling Array Technology
Simultaneous Gene Expression  and Copy Number on Tiling Arrays Annotated Genes Expression Copy Number, Sample 1 Copy Number, Sample 2 Simultaneous measurement of copy number in two samples and gene expression in one sample overlayed on map of genes in the region
Simultaneous Gene Expression  and Copy Number on Tiling Arrays Annotated Genes Expression Copy Number, Sample 1 Copy Number, Sample 2 Increased expression in the small amplicon does not include all genes, giving clues as to the biologically important genes in the region
Simultaneous Gene Expression  and Copy Number on Tiling Arrays Annotated Genes Expression Copy Number, Sample 1 Copy Number, Sample 2 Spikes of expression at exons of ERBB2
Simultaneous Expression  and Copy Number Copy Number Expression Copy Number Evolutionary Conservation Expression Copy Number Opposite Strand Expression Evolutionary Conservation Expression Copy Number
Growth in Density Over Time And these numbers are from only a single array! ,[object Object],[object Object],2,000 spots, 1997 8,000 spots, 2000 36,000 spots, 2003 85,000 to 390,000 spots, 2004 10,000,000 beads, 2005

Weitere ähnliche Inhalte

Was ist angesagt?

Next Generation Sequencing
Next Generation SequencingNext Generation Sequencing
Next Generation SequencingShelomi Karoon
 
Centre of innovation, Agricultural College and Research Institute,Madurai
Centre of innovation, Agricultural College and Research Institute,MaduraiCentre of innovation, Agricultural College and Research Institute,Madurai
Centre of innovation, Agricultural College and Research Institute,MaduraiSenthil Natesan
 
The Chills and Thrills of Whole Genome Sequencing
The Chills and Thrills of Whole Genome SequencingThe Chills and Thrills of Whole Genome Sequencing
The Chills and Thrills of Whole Genome SequencingEmiliano De Cristofaro
 
Aug2015 deanna church analytical validation
Aug2015 deanna church analytical validationAug2015 deanna church analytical validation
Aug2015 deanna church analytical validationGenomeInABottle
 
Human genome project 2007
Human genome project 2007Human genome project 2007
Human genome project 2007Hesham Gaber
 
Gene therapy: Where do we stand
Gene therapy: Where do we standGene therapy: Where do we stand
Gene therapy: Where do we standIOSR Journals
 
Next Generation Sequencing and its Applications in Medical Research - Frances...
Next Generation Sequencing and its Applications in Medical Research - Frances...Next Generation Sequencing and its Applications in Medical Research - Frances...
Next Generation Sequencing and its Applications in Medical Research - Frances...Sri Ambati
 
Errors and Limitaions of Next Generation Sequencing
Errors and Limitaions of Next Generation SequencingErrors and Limitaions of Next Generation Sequencing
Errors and Limitaions of Next Generation SequencingNixon Mendez
 
single-cell-sequencing-research-review
single-cell-sequencing-research-reviewsingle-cell-sequencing-research-review
single-cell-sequencing-research-reviewSwati Kadam Ph.D.
 
GTC group 8 - Next Generation Sequencing
GTC group 8 - Next Generation SequencingGTC group 8 - Next Generation Sequencing
GTC group 8 - Next Generation SequencingYanqi Chan
 
Clinical Validation of an NGS-based (CE-IVD) Kit for Targeted Detection of Ge...
Clinical Validation of an NGS-based (CE-IVD) Kit for Targeted Detection of Ge...Clinical Validation of an NGS-based (CE-IVD) Kit for Targeted Detection of Ge...
Clinical Validation of an NGS-based (CE-IVD) Kit for Targeted Detection of Ge...Thermo Fisher Scientific
 
CRISPR Technology
CRISPR TechnologyCRISPR Technology
CRISPR TechnologyRomilMistry
 
Next Generation Sequencing
Next Generation SequencingNext Generation Sequencing
Next Generation SequencingAamir Wahab
 
Bioinformatics tools for NGS data analysis
Bioinformatics tools for NGS data analysisBioinformatics tools for NGS data analysis
Bioinformatics tools for NGS data analysisDespoina Kalfakakou
 

Was ist angesagt? (20)

Next Generation Sequencing
Next Generation SequencingNext Generation Sequencing
Next Generation Sequencing
 
Centre of innovation, Agricultural College and Research Institute,Madurai
Centre of innovation, Agricultural College and Research Institute,MaduraiCentre of innovation, Agricultural College and Research Institute,Madurai
Centre of innovation, Agricultural College and Research Institute,Madurai
 
The Chills and Thrills of Whole Genome Sequencing
The Chills and Thrills of Whole Genome SequencingThe Chills and Thrills of Whole Genome Sequencing
The Chills and Thrills of Whole Genome Sequencing
 
Whole genome sequencing
Whole genome sequencingWhole genome sequencing
Whole genome sequencing
 
Aug2015 deanna church analytical validation
Aug2015 deanna church analytical validationAug2015 deanna church analytical validation
Aug2015 deanna church analytical validation
 
Human genome project 2007
Human genome project 2007Human genome project 2007
Human genome project 2007
 
Gene therapy: Where do we stand
Gene therapy: Where do we standGene therapy: Where do we stand
Gene therapy: Where do we stand
 
sequencing-methods-review
sequencing-methods-reviewsequencing-methods-review
sequencing-methods-review
 
Next Generation Sequencing and its Applications in Medical Research - Frances...
Next Generation Sequencing and its Applications in Medical Research - Frances...Next Generation Sequencing and its Applications in Medical Research - Frances...
Next Generation Sequencing and its Applications in Medical Research - Frances...
 
Errors and Limitaions of Next Generation Sequencing
Errors and Limitaions of Next Generation SequencingErrors and Limitaions of Next Generation Sequencing
Errors and Limitaions of Next Generation Sequencing
 
Human genome project
Human genome projectHuman genome project
Human genome project
 
Big data nebraska
Big data nebraskaBig data nebraska
Big data nebraska
 
single-cell-sequencing-research-review
single-cell-sequencing-research-reviewsingle-cell-sequencing-research-review
single-cell-sequencing-research-review
 
GTC group 8 - Next Generation Sequencing
GTC group 8 - Next Generation SequencingGTC group 8 - Next Generation Sequencing
GTC group 8 - Next Generation Sequencing
 
Testing for Food Authenticity
Testing for Food AuthenticityTesting for Food Authenticity
Testing for Food Authenticity
 
Ngs presentation
Ngs presentationNgs presentation
Ngs presentation
 
Clinical Validation of an NGS-based (CE-IVD) Kit for Targeted Detection of Ge...
Clinical Validation of an NGS-based (CE-IVD) Kit for Targeted Detection of Ge...Clinical Validation of an NGS-based (CE-IVD) Kit for Targeted Detection of Ge...
Clinical Validation of an NGS-based (CE-IVD) Kit for Targeted Detection of Ge...
 
CRISPR Technology
CRISPR TechnologyCRISPR Technology
CRISPR Technology
 
Next Generation Sequencing
Next Generation SequencingNext Generation Sequencing
Next Generation Sequencing
 
Bioinformatics tools for NGS data analysis
Bioinformatics tools for NGS data analysisBioinformatics tools for NGS data analysis
Bioinformatics tools for NGS data analysis
 

Andere mochten auch

8 the scientific method - summary
8   the scientific method - summary8   the scientific method - summary
8 the scientific method - summaryt0nywilliams
 
Lect 1 scientific-method-bsc-1010_f13_jc
Lect 1 scientific-method-bsc-1010_f13_jcLect 1 scientific-method-bsc-1010_f13_jc
Lect 1 scientific-method-bsc-1010_f13_jcJunior Umeh
 
Scientific method
Scientific methodScientific method
Scientific methodrelsayed
 
Module 1 Scientific Method Ppt
Module 1 Scientific Method PptModule 1 Scientific Method Ppt
Module 1 Scientific Method PptNCVPS
 
Scientific method powerpoint
Scientific method powerpointScientific method powerpoint
Scientific method powerpointDeidre Woods
 

Andere mochten auch (6)

8 the scientific method - summary
8   the scientific method - summary8   the scientific method - summary
8 the scientific method - summary
 
Lect 1 scientific-method-bsc-1010_f13_jc
Lect 1 scientific-method-bsc-1010_f13_jcLect 1 scientific-method-bsc-1010_f13_jc
Lect 1 scientific-method-bsc-1010_f13_jc
 
Scientific method
Scientific methodScientific method
Scientific method
 
Natural Science
Natural ScienceNatural Science
Natural Science
 
Module 1 Scientific Method Ppt
Module 1 Scientific Method PptModule 1 Scientific Method Ppt
Module 1 Scientific Method Ppt
 
Scientific method powerpoint
Scientific method powerpointScientific method powerpoint
Scientific method powerpoint
 

Ähnlich wie OKC Grand Rounds 2009

Genomics Technologies
Genomics TechnologiesGenomics Technologies
Genomics TechnologiesSean Davis
 
Developing a framework for for detection of low frequency somatic genetic alt...
Developing a framework for for detection of low frequency somatic genetic alt...Developing a framework for for detection of low frequency somatic genetic alt...
Developing a framework for for detection of low frequency somatic genetic alt...Ronak Shah
 
Impact_of_gene_length_on_DEG
Impact_of_gene_length_on_DEGImpact_of_gene_length_on_DEG
Impact_of_gene_length_on_DEGLong Pei
 
Genomica - Microarreglos de DNA
Genomica - Microarreglos de DNAGenomica - Microarreglos de DNA
Genomica - Microarreglos de DNAUlises Urzua
 
Transcriptomics and metabolomics
Transcriptomics and metabolomicsTranscriptomics and metabolomics
Transcriptomics and metabolomicsSukhjinder Singh
 
Efficiency of Using Sequence Discovery for Polymorphism in DNA Sequence
Efficiency of Using Sequence Discovery for Polymorphism in DNA SequenceEfficiency of Using Sequence Discovery for Polymorphism in DNA Sequence
Efficiency of Using Sequence Discovery for Polymorphism in DNA SequenceIJSTA
 
Next generation sequencing
Next generation sequencingNext generation sequencing
Next generation sequencingIncedo
 
Modern techniques of crop improvement.pptx final
Modern techniques of crop improvement.pptx finalModern techniques of crop improvement.pptx final
Modern techniques of crop improvement.pptx finalDr Anjani Kumar
 
DNA Sequencing in Phylogeny
DNA Sequencing in PhylogenyDNA Sequencing in Phylogeny
DNA Sequencing in PhylogenyBikash1489
 
FFPE Applications Solutions brochure
FFPE Applications Solutions brochureFFPE Applications Solutions brochure
FFPE Applications Solutions brochureAffymetrix
 
A New Generation Of Mechanism-Based Biomarkers For The Clinic
A New Generation Of Mechanism-Based Biomarkers For The ClinicA New Generation Of Mechanism-Based Biomarkers For The Clinic
A New Generation Of Mechanism-Based Biomarkers For The ClinicJoaquin Dopazo
 
DNA microarray
DNA microarrayDNA microarray
DNA microarrayS Rasouli
 
Visual Exploration of Clinical and Genomic Data for Patient Stratification
Visual Exploration of Clinical and Genomic Data for Patient StratificationVisual Exploration of Clinical and Genomic Data for Patient Stratification
Visual Exploration of Clinical and Genomic Data for Patient StratificationNils Gehlenborg
 

Ähnlich wie OKC Grand Rounds 2009 (20)

Genomics Technologies
Genomics TechnologiesGenomics Technologies
Genomics Technologies
 
Dna microarray mehran- u of toronto
Dna microarray  mehran- u of torontoDna microarray  mehran- u of toronto
Dna microarray mehran- u of toronto
 
Developing a framework for for detection of low frequency somatic genetic alt...
Developing a framework for for detection of low frequency somatic genetic alt...Developing a framework for for detection of low frequency somatic genetic alt...
Developing a framework for for detection of low frequency somatic genetic alt...
 
Impact_of_gene_length_on_DEG
Impact_of_gene_length_on_DEGImpact_of_gene_length_on_DEG
Impact_of_gene_length_on_DEG
 
155 dna microarray
155 dna microarray155 dna microarray
155 dna microarray
 
155 dna microarray
155 dna microarray155 dna microarray
155 dna microarray
 
Dna microarray mehran
Dna microarray  mehranDna microarray  mehran
Dna microarray mehran
 
Genomica - Microarreglos de DNA
Genomica - Microarreglos de DNAGenomica - Microarreglos de DNA
Genomica - Microarreglos de DNA
 
PhD midterm report
PhD midterm reportPhD midterm report
PhD midterm report
 
Transcriptomics and metabolomics
Transcriptomics and metabolomicsTranscriptomics and metabolomics
Transcriptomics and metabolomics
 
Efficiency of Using Sequence Discovery for Polymorphism in DNA Sequence
Efficiency of Using Sequence Discovery for Polymorphism in DNA SequenceEfficiency of Using Sequence Discovery for Polymorphism in DNA Sequence
Efficiency of Using Sequence Discovery for Polymorphism in DNA Sequence
 
Next generation sequencing
Next generation sequencingNext generation sequencing
Next generation sequencing
 
Modern techniques of crop improvement.pptx final
Modern techniques of crop improvement.pptx finalModern techniques of crop improvement.pptx final
Modern techniques of crop improvement.pptx final
 
DNA Sequencing in Phylogeny
DNA Sequencing in PhylogenyDNA Sequencing in Phylogeny
DNA Sequencing in Phylogeny
 
FFPE Applications Solutions brochure
FFPE Applications Solutions brochureFFPE Applications Solutions brochure
FFPE Applications Solutions brochure
 
A New Generation Of Mechanism-Based Biomarkers For The Clinic
A New Generation Of Mechanism-Based Biomarkers For The ClinicA New Generation Of Mechanism-Based Biomarkers For The Clinic
A New Generation Of Mechanism-Based Biomarkers For The Clinic
 
10.1.1.80.2149
10.1.1.80.214910.1.1.80.2149
10.1.1.80.2149
 
DNA microarray
DNA microarrayDNA microarray
DNA microarray
 
Visual Exploration of Clinical and Genomic Data for Patient Stratification
Visual Exploration of Clinical and Genomic Data for Patient StratificationVisual Exploration of Clinical and Genomic Data for Patient Stratification
Visual Exploration of Clinical and Genomic Data for Patient Stratification
 
New generation Sequencing
New generation Sequencing New generation Sequencing
New generation Sequencing
 

Mehr von Sean Davis

Lightweight data engineering, tools, and software to facilitate data reuse an...
Lightweight data engineering, tools, and software to facilitate data reuse an...Lightweight data engineering, tools, and software to facilitate data reuse an...
Lightweight data engineering, tools, and software to facilitate data reuse an...Sean Davis
 
2016 07 12_purdue_bigdatainomics_seandavis
2016 07 12_purdue_bigdatainomics_seandavis2016 07 12_purdue_bigdatainomics_seandavis
2016 07 12_purdue_bigdatainomics_seandavisSean Davis
 
RNA-seq: A High-resolution View of the Transcriptome
RNA-seq: A High-resolution View of the TranscriptomeRNA-seq: A High-resolution View of the Transcriptome
RNA-seq: A High-resolution View of the TranscriptomeSean Davis
 
SRAdb Bioconductor Package Overview
SRAdb Bioconductor Package OverviewSRAdb Bioconductor Package Overview
SRAdb Bioconductor Package OverviewSean Davis
 
ShinySRAdb: an R package using shiny to wrap the SRAdb Bioconductor package
ShinySRAdb: an R package using shiny to wrap the SRAdb Bioconductor packageShinySRAdb: an R package using shiny to wrap the SRAdb Bioconductor package
ShinySRAdb: an R package using shiny to wrap the SRAdb Bioconductor packageSean Davis
 
RNA-seq Data Analysis Overview
RNA-seq Data Analysis OverviewRNA-seq Data Analysis Overview
RNA-seq Data Analysis OverviewSean Davis
 
Introduction to R
Introduction to RIntroduction to R
Introduction to RSean Davis
 
Forsharing cshl2011 sequencing
Forsharing cshl2011 sequencingForsharing cshl2011 sequencing
Forsharing cshl2011 sequencingSean Davis
 
Public datatutorialoverview
Public datatutorialoverviewPublic datatutorialoverview
Public datatutorialoverviewSean Davis
 
Sssc retreat.bioinfo resources.20110411
Sssc retreat.bioinfo resources.20110411Sssc retreat.bioinfo resources.20110411
Sssc retreat.bioinfo resources.20110411Sean Davis
 
Genetics Branch Journal club
Genetics Branch Journal clubGenetics Branch Journal club
Genetics Branch Journal clubSean Davis
 
Bioc strucvariant seattle_11_09
Bioc strucvariant seattle_11_09Bioc strucvariant seattle_11_09
Bioc strucvariant seattle_11_09Sean Davis
 

Mehr von Sean Davis (13)

Lightweight data engineering, tools, and software to facilitate data reuse an...
Lightweight data engineering, tools, and software to facilitate data reuse an...Lightweight data engineering, tools, and software to facilitate data reuse an...
Lightweight data engineering, tools, and software to facilitate data reuse an...
 
2016 07 12_purdue_bigdatainomics_seandavis
2016 07 12_purdue_bigdatainomics_seandavis2016 07 12_purdue_bigdatainomics_seandavis
2016 07 12_purdue_bigdatainomics_seandavis
 
RNA-seq: A High-resolution View of the Transcriptome
RNA-seq: A High-resolution View of the TranscriptomeRNA-seq: A High-resolution View of the Transcriptome
RNA-seq: A High-resolution View of the Transcriptome
 
SRAdb Bioconductor Package Overview
SRAdb Bioconductor Package OverviewSRAdb Bioconductor Package Overview
SRAdb Bioconductor Package Overview
 
ShinySRAdb: an R package using shiny to wrap the SRAdb Bioconductor package
ShinySRAdb: an R package using shiny to wrap the SRAdb Bioconductor packageShinySRAdb: an R package using shiny to wrap the SRAdb Bioconductor package
ShinySRAdb: an R package using shiny to wrap the SRAdb Bioconductor package
 
RNA-seq Data Analysis Overview
RNA-seq Data Analysis OverviewRNA-seq Data Analysis Overview
RNA-seq Data Analysis Overview
 
Introduction to R
Introduction to RIntroduction to R
Introduction to R
 
Rna seq
Rna seqRna seq
Rna seq
 
Forsharing cshl2011 sequencing
Forsharing cshl2011 sequencingForsharing cshl2011 sequencing
Forsharing cshl2011 sequencing
 
Public datatutorialoverview
Public datatutorialoverviewPublic datatutorialoverview
Public datatutorialoverview
 
Sssc retreat.bioinfo resources.20110411
Sssc retreat.bioinfo resources.20110411Sssc retreat.bioinfo resources.20110411
Sssc retreat.bioinfo resources.20110411
 
Genetics Branch Journal club
Genetics Branch Journal clubGenetics Branch Journal club
Genetics Branch Journal club
 
Bioc strucvariant seattle_11_09
Bioc strucvariant seattle_11_09Bioc strucvariant seattle_11_09
Bioc strucvariant seattle_11_09
 

OKC Grand Rounds 2009