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A Transcription Start Site Map in Human Pancreatic Islets Reveals Functional Regulatory Signatures
Identifying the tissue-specific molecular signatures of active regulatory elements is critical to understand gene regulatory mechanisms. Here, we identify transcription start sites (TSS) using cap analysis of gene expression (CAGE) across 57 human pancreatic islet samples. We identify 9,954 reproduc...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Diabetes Association
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8336006/ https://www.ncbi.nlm.nih.gov/pubmed/33849996 http://dx.doi.org/10.2337/db20-1087 |
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author | Varshney, Arushi Kyono, Yasuhiro Elangovan, Venkateswaran Ramamoorthi Wang, Collin Erdos, Michael R. Narisu, Narisu Albanus, Ricardo D’Oliveira Orchard, Peter Stitzel, Michael L. Collins, Francis S. Kitzman, Jacob O. Parker, Stephen C.J. |
author_facet | Varshney, Arushi Kyono, Yasuhiro Elangovan, Venkateswaran Ramamoorthi Wang, Collin Erdos, Michael R. Narisu, Narisu Albanus, Ricardo D’Oliveira Orchard, Peter Stitzel, Michael L. Collins, Francis S. Kitzman, Jacob O. Parker, Stephen C.J. |
author_sort | Varshney, Arushi |
collection | PubMed |
description | Identifying the tissue-specific molecular signatures of active regulatory elements is critical to understand gene regulatory mechanisms. Here, we identify transcription start sites (TSS) using cap analysis of gene expression (CAGE) across 57 human pancreatic islet samples. We identify 9,954 reproducible CAGE tag clusters (TCs), ∼20% of which are islet specific and occur mostly distal to known gene TSS. We integrated islet CAGE data with histone modification and chromatin accessibility profiles to identify epigenomic signatures of transcription initiation. Using a massively parallel reporter assay, we validated the transcriptional enhancer activity for 2,279 of 3,378 (∼68%) tested islet CAGE elements (5% false discovery rate). TCs within accessible enhancers show higher enrichment to overlap type 2 diabetes genome-wide association study (GWAS) signals than existing islet annotations, which emphasizes the utility of mapping CAGE profiles in disease-relevant tissue. This work provides a high-resolution map of transcriptional initiation in human pancreatic islets with utility for dissecting active enhancers at GWAS loci. |
format | Online Article Text |
id | pubmed-8336006 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | American Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-83360062021-08-20 A Transcription Start Site Map in Human Pancreatic Islets Reveals Functional Regulatory Signatures Varshney, Arushi Kyono, Yasuhiro Elangovan, Venkateswaran Ramamoorthi Wang, Collin Erdos, Michael R. Narisu, Narisu Albanus, Ricardo D’Oliveira Orchard, Peter Stitzel, Michael L. Collins, Francis S. Kitzman, Jacob O. Parker, Stephen C.J. Diabetes Genetics/Genomes/Proteomics/Metabolomics Identifying the tissue-specific molecular signatures of active regulatory elements is critical to understand gene regulatory mechanisms. Here, we identify transcription start sites (TSS) using cap analysis of gene expression (CAGE) across 57 human pancreatic islet samples. We identify 9,954 reproducible CAGE tag clusters (TCs), ∼20% of which are islet specific and occur mostly distal to known gene TSS. We integrated islet CAGE data with histone modification and chromatin accessibility profiles to identify epigenomic signatures of transcription initiation. Using a massively parallel reporter assay, we validated the transcriptional enhancer activity for 2,279 of 3,378 (∼68%) tested islet CAGE elements (5% false discovery rate). TCs within accessible enhancers show higher enrichment to overlap type 2 diabetes genome-wide association study (GWAS) signals than existing islet annotations, which emphasizes the utility of mapping CAGE profiles in disease-relevant tissue. This work provides a high-resolution map of transcriptional initiation in human pancreatic islets with utility for dissecting active enhancers at GWAS loci. American Diabetes Association 2021-07 2021-04-13 /pmc/articles/PMC8336006/ /pubmed/33849996 http://dx.doi.org/10.2337/db20-1087 Text en © 2021 by the American Diabetes Association https://www.diabetesjournals.org/content/licenseReaders may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. More information is available at https://www.diabetesjournals.org/content/license. |
spellingShingle | Genetics/Genomes/Proteomics/Metabolomics Varshney, Arushi Kyono, Yasuhiro Elangovan, Venkateswaran Ramamoorthi Wang, Collin Erdos, Michael R. Narisu, Narisu Albanus, Ricardo D’Oliveira Orchard, Peter Stitzel, Michael L. Collins, Francis S. Kitzman, Jacob O. Parker, Stephen C.J. A Transcription Start Site Map in Human Pancreatic Islets Reveals Functional Regulatory Signatures |
title | A Transcription Start Site Map in Human Pancreatic Islets Reveals Functional Regulatory Signatures |
title_full | A Transcription Start Site Map in Human Pancreatic Islets Reveals Functional Regulatory Signatures |
title_fullStr | A Transcription Start Site Map in Human Pancreatic Islets Reveals Functional Regulatory Signatures |
title_full_unstemmed | A Transcription Start Site Map in Human Pancreatic Islets Reveals Functional Regulatory Signatures |
title_short | A Transcription Start Site Map in Human Pancreatic Islets Reveals Functional Regulatory Signatures |
title_sort | transcription start site map in human pancreatic islets reveals functional regulatory signatures |
topic | Genetics/Genomes/Proteomics/Metabolomics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8336006/ https://www.ncbi.nlm.nih.gov/pubmed/33849996 http://dx.doi.org/10.2337/db20-1087 |
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