eRNA_QTL_website.pptx

X
Web portal for eRNA-QTLs
A step-by-step guide
Data and methods
• Data were obtained from the Genotype-Tissue Expression (GTEx),
including 838 donors, 54 tissues, and two cell lines. Genotype data from
whole-genome sequencing (WGS) was sequenced on an Illumina HiSeq
2000.
• To test for eRNA-QTLs, we first used the permutation pass with 1000
permutations recommended to characterize the null distribution of
associations for each eRNA separately and obtained a 5% false
discovery rate for multiple testing applied in R using qvalue. Second, a
nominal pass was performed. Nominal p-values for all SNP-eRNA pairs
within the cis-window (1Mbp) were obtained with the nominal pass
implemented in the QTLtools package. Both permutation and nominal
pass were applied the QTLtools-implemented “--normal” option to rank
normal transform the phenotype quantifications. SNP-eRNA associations
reaching the significance threshold corresponding to FDR < 0.05 were
retained to further analysis. The eRNA expression matrix was also
normalized using the “--normal” option. Linear regression analysis was
performed between SNPs and all eRNAs outside their cis windows
(1Mbp), accounting for the covariates previously mentioned.
Part 1: Querying eRNA-QTLs of interest
Part 2: Genome Browser
Part 3: Visualization of GWAS and eRNA-QTLs
colocalization events
Part 4: Disease/trait-associated eRNA-QTLs
Part 5: Downloading data of eRNA-QTLs
Step 2:
Select tissue type of interest (e.g.
Adipose_Subcutaneous)
Part 1 Querying eRNA-QTLs of interest
Step 1: Quick search by eRNA or rs ID (e.g.
ENSR00000069687 or rs4467826)
Step 3:
Search a rsid ( e.g.
rs9323457)
Step 4:
Relevant eRNA-QTLs will
automatically show
Part 2 Genome Browser
Step 1: Click “Genome Browser” in navigation bar.
This process might consume some time to
load the frame. Thank you for waiting.
IGV.js was used to construct the frame of genome browser
Based on the hg38 genome
Download SVG
Search by genome position (e.g.
chr14:64423444-65063275).
Mouse click to see
detailed information
Mouse click to config tracks
Part 2 Genome Browser
Part 3 Visualization of GWAS and eRNA-QTLs
colocalization events
Step 1: Click to load
example data
Quick guide
Part 3 Visualization of GWAS and eRNA-QTLs
colocalization events
Step 2: Click to plot
Step 3: Download
PDF file
Part 4: Disease/trait-associated eRNA-QTLs
Step 1:Search a disease/trait
type (e.g. Telomere length)
Step 2:
Select a tissue(e.g. Adipose Subcutaneous)
This process might consume some time to search the data or scroll
to the next page due to the large data. Thank you for waiting.
Part 5 Downloading data of eRNA
QTLs Step 1: Click
“Downloads” h
Step 2:
Click any file name for Visualizing
and Downloading
Download file:
1 von 14

Recomendados

eRNA_QTL_website.pptx von
eRNA_QTL_website.pptxeRNA_QTL_website.pptx
eRNA_QTL_website.pptxxuelianma
20 views13 Folien
eRNA_QTL_website.pptx von
eRNA_QTL_website.pptxeRNA_QTL_website.pptx
eRNA_QTL_website.pptxxuelianma
8 views11 Folien
rareAPA_website.pptx von
rareAPA_website.pptxrareAPA_website.pptx
rareAPA_website.pptxxuelianma
6 views17 Folien
rareAPA_website.pptx von
rareAPA_website.pptxrareAPA_website.pptx
rareAPA_website.pptxxuelianma
4 views14 Folien
Third Generation Sequencing von
Third Generation Sequencing Third Generation Sequencing
Third Generation Sequencing priyanka raviraj
11.5K views43 Folien
Impact_of_gene_length_on_DEG von
Impact_of_gene_length_on_DEGImpact_of_gene_length_on_DEG
Impact_of_gene_length_on_DEGLong Pei
331 views25 Folien

Más contenido relacionado

Similar a eRNA_QTL_website.pptx

Gene identification using bioinformatic tools.pptx von
Gene identification using bioinformatic tools.pptxGene identification using bioinformatic tools.pptx
Gene identification using bioinformatic tools.pptxUniversity of Petroleum and Energy studies
997 views14 Folien
NGS Applications I (UEB-UAT Bioinformatics Course - Session 2.1.2 - VHIR, Bar... von
NGS Applications I (UEB-UAT Bioinformatics Course - Session 2.1.2 - VHIR, Bar...NGS Applications I (UEB-UAT Bioinformatics Course - Session 2.1.2 - VHIR, Bar...
NGS Applications I (UEB-UAT Bioinformatics Course - Session 2.1.2 - VHIR, Bar...VHIR Vall d’Hebron Institut de Recerca
6.5K views32 Folien
Functional genomics von
Functional genomicsFunctional genomics
Functional genomicsAjit Shinde
65 views57 Folien
Seq 301116 von
Seq 301116Seq 301116
Seq 301116Asst.prof.Dr.jassim Mohammed
146 views41 Folien
International Journal of Engineering Research and Development von
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
319 views7 Folien
170120 giab stanford genetics seminar von
170120 giab stanford genetics seminar170120 giab stanford genetics seminar
170120 giab stanford genetics seminarGenomeInABottle
443 views30 Folien

Similar a eRNA_QTL_website.pptx(20)

International Journal of Engineering Research and Development von IJERD Editor
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
IJERD Editor319 views
170120 giab stanford genetics seminar von GenomeInABottle
170120 giab stanford genetics seminar170120 giab stanford genetics seminar
170120 giab stanford genetics seminar
GenomeInABottle443 views
Tools for Transcriptome Data Analysis von SANJANA PANDEY
Tools for Transcriptome Data AnalysisTools for Transcriptome Data Analysis
Tools for Transcriptome Data Analysis
SANJANA PANDEY353 views
rareAPA_website.pptx von xuelianma
rareAPA_website.pptxrareAPA_website.pptx
rareAPA_website.pptx
xuelianma15 views
RNA Sequencing Research von Tanmay Ghai
RNA Sequencing ResearchRNA Sequencing Research
RNA Sequencing Research
Tanmay Ghai239 views
Nanopore Day Paris 2018 March 15th von slecrom
Nanopore Day Paris 2018 March 15thNanopore Day Paris 2018 March 15th
Nanopore Day Paris 2018 March 15th
slecrom409 views
FFPE Applications Solutions brochure von Affymetrix
FFPE Applications Solutions brochureFFPE Applications Solutions brochure
FFPE Applications Solutions brochure
Affymetrix556 views
Bioinformatics.Practical Notebook von Naima Tahsin
Bioinformatics.Practical NotebookBioinformatics.Practical Notebook
Bioinformatics.Practical Notebook
Naima Tahsin4.5K views
Journal club Aug04 2015 GeneMarkET von Hiroya Morimoto
Journal club Aug04 2015 GeneMarkETJournal club Aug04 2015 GeneMarkET
Journal club Aug04 2015 GeneMarkET
Hiroya Morimoto337 views
Microbial Phylogenomics (EVE161) Class 17: Genomes from Uncultured von Jonathan Eisen
Microbial Phylogenomics (EVE161) Class 17: Genomes from UnculturedMicrobial Phylogenomics (EVE161) Class 17: Genomes from Uncultured
Microbial Phylogenomics (EVE161) Class 17: Genomes from Uncultured
Jonathan Eisen586 views

Último

Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio... von
Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...
Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...Trustlife
207 views17 Folien
Assessment and Evaluation GROUP 3.pdf von
Assessment and Evaluation GROUP 3.pdfAssessment and Evaluation GROUP 3.pdf
Assessment and Evaluation GROUP 3.pdfkimberlyndelgado18
11 views10 Folien
Bacterial Reproduction.pdf von
Bacterial Reproduction.pdfBacterial Reproduction.pdf
Bacterial Reproduction.pdfNandadulalSannigrahi
35 views32 Folien
NUTRITION IN BACTERIA.pdf von
NUTRITION IN BACTERIA.pdfNUTRITION IN BACTERIA.pdf
NUTRITION IN BACTERIA.pdfNandadulalSannigrahi
39 views14 Folien
Study on Drug Drug Interaction Through Prescription Analysis of Type II Diabe... von
Study on Drug Drug Interaction Through Prescription Analysis of Type II Diabe...Study on Drug Drug Interaction Through Prescription Analysis of Type II Diabe...
Study on Drug Drug Interaction Through Prescription Analysis of Type II Diabe...Anmol Vishnu Gupta
28 views12 Folien

Último(20)

Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio... von Trustlife
Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...
Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...
Trustlife207 views
Study on Drug Drug Interaction Through Prescription Analysis of Type II Diabe... von Anmol Vishnu Gupta
Study on Drug Drug Interaction Through Prescription Analysis of Type II Diabe...Study on Drug Drug Interaction Through Prescription Analysis of Type II Diabe...
Study on Drug Drug Interaction Through Prescription Analysis of Type II Diabe...
Factors affecting fluorescence and phosphorescence.pptx von SamarthGiri1
Factors affecting fluorescence and phosphorescence.pptxFactors affecting fluorescence and phosphorescence.pptx
Factors affecting fluorescence and phosphorescence.pptx
SamarthGiri18 views
Evaluation and Standardization of the Marketed Polyherbal drug Patanjali Divy... von Anmol Vishnu Gupta
Evaluation and Standardization of the Marketed Polyherbal drug Patanjali Divy...Evaluation and Standardization of the Marketed Polyherbal drug Patanjali Divy...
Evaluation and Standardization of the Marketed Polyherbal drug Patanjali Divy...
별헤는 사람들 2023년 12월호 전명원 교수 자료 von sciencepeople
별헤는 사람들 2023년 12월호 전명원 교수 자료별헤는 사람들 2023년 12월호 전명원 교수 자료
별헤는 사람들 2023년 12월호 전명원 교수 자료
sciencepeople68 views
Vegetable grafting: A new crop improvement approach.pptx von Himul Suthar
Vegetable grafting: A new crop improvement approach.pptxVegetable grafting: A new crop improvement approach.pptx
Vegetable grafting: A new crop improvement approach.pptx
Himul Suthar8 views
Applications of Large Language Models in Materials Discovery and Design von Anubhav Jain
Applications of Large Language Models in Materials Discovery and DesignApplications of Large Language Models in Materials Discovery and Design
Applications of Large Language Models in Materials Discovery and Design
Anubhav Jain14 views
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ... von ILRI
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
ILRI6 views
A Ready-to-Analyze High-Plex Spatial Signature Development Workflow for Cance... von InsideScientific
A Ready-to-Analyze High-Plex Spatial Signature Development Workflow for Cance...A Ready-to-Analyze High-Plex Spatial Signature Development Workflow for Cance...
A Ready-to-Analyze High-Plex Spatial Signature Development Workflow for Cance...
InsideScientific121 views
Effect of Integrated Nutrient Management on Growth and Yield of Solanaceous F... von SwagatBehera9
Effect of Integrated Nutrient Management on Growth and Yield of Solanaceous F...Effect of Integrated Nutrient Management on Growth and Yield of Solanaceous F...
Effect of Integrated Nutrient Management on Growth and Yield of Solanaceous F...
SwagatBehera95 views
Indian council for child welfare von RenuWaghmare2
Indian council for child welfareIndian council for child welfare
Indian council for child welfare
RenuWaghmare27 views

eRNA_QTL_website.pptx

  • 1. Web portal for eRNA-QTLs A step-by-step guide
  • 2. Data and methods • Data were obtained from the Genotype-Tissue Expression (GTEx), including 838 donors, 54 tissues, and two cell lines. Genotype data from whole-genome sequencing (WGS) was sequenced on an Illumina HiSeq 2000. • To test for eRNA-QTLs, we first used the permutation pass with 1000 permutations recommended to characterize the null distribution of associations for each eRNA separately and obtained a 5% false discovery rate for multiple testing applied in R using qvalue. Second, a nominal pass was performed. Nominal p-values for all SNP-eRNA pairs within the cis-window (1Mbp) were obtained with the nominal pass implemented in the QTLtools package. Both permutation and nominal pass were applied the QTLtools-implemented “--normal” option to rank normal transform the phenotype quantifications. SNP-eRNA associations reaching the significance threshold corresponding to FDR < 0.05 were retained to further analysis. The eRNA expression matrix was also normalized using the “--normal” option. Linear regression analysis was performed between SNPs and all eRNAs outside their cis windows (1Mbp), accounting for the covariates previously mentioned.
  • 3. Part 1: Querying eRNA-QTLs of interest Part 2: Genome Browser Part 3: Visualization of GWAS and eRNA-QTLs colocalization events Part 4: Disease/trait-associated eRNA-QTLs Part 5: Downloading data of eRNA-QTLs
  • 4. Step 2: Select tissue type of interest (e.g. Adipose_Subcutaneous) Part 1 Querying eRNA-QTLs of interest Step 1: Quick search by eRNA or rs ID (e.g. ENSR00000069687 or rs4467826)
  • 5. Step 3: Search a rsid ( e.g. rs9323457)
  • 6. Step 4: Relevant eRNA-QTLs will automatically show
  • 7. Part 2 Genome Browser Step 1: Click “Genome Browser” in navigation bar. This process might consume some time to load the frame. Thank you for waiting.
  • 8. IGV.js was used to construct the frame of genome browser Based on the hg38 genome Download SVG Search by genome position (e.g. chr14:64423444-65063275).
  • 9. Mouse click to see detailed information Mouse click to config tracks Part 2 Genome Browser
  • 10. Part 3 Visualization of GWAS and eRNA-QTLs colocalization events Step 1: Click to load example data Quick guide
  • 11. Part 3 Visualization of GWAS and eRNA-QTLs colocalization events Step 2: Click to plot Step 3: Download PDF file
  • 12. Part 4: Disease/trait-associated eRNA-QTLs Step 1:Search a disease/trait type (e.g. Telomere length) Step 2: Select a tissue(e.g. Adipose Subcutaneous) This process might consume some time to search the data or scroll to the next page due to the large data. Thank you for waiting.
  • 13. Part 5 Downloading data of eRNA QTLs Step 1: Click “Downloads” h
  • 14. Step 2: Click any file name for Visualizing and Downloading Download file: