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Human pancreatic islet microRNAs implicated in diabetes and related traits by large-scale genetic analysis

Genetic studies have identified ≥240 loci associated with the risk of type 2 diabetes (T2D), yet most of these loci lie in non-coding regions, masking the underlying molecular mechanisms. Recent studies investigating mRNA expression in human pancreatic islets have yielded important insights into the...

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Autores principales: Taylor, Henry J., Hung, Yu-Han, Narisu, Narisu, Erdos, Michael R., Kanke, Matthew, Yan, Tingfen, Grenko, Caleb M., Swift, Amy J., Bonnycastle, Lori L., Sethupathy, Praveen, Collins, Francis S., Taylor, D. Leland
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9963967/
https://www.ncbi.nlm.nih.gov/pubmed/36757889
http://dx.doi.org/10.1073/pnas.2206797120
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author Taylor, Henry J.
Hung, Yu-Han
Narisu, Narisu
Erdos, Michael R.
Kanke, Matthew
Yan, Tingfen
Grenko, Caleb M.
Swift, Amy J.
Bonnycastle, Lori L.
Sethupathy, Praveen
Collins, Francis S.
Taylor, D. Leland
author_facet Taylor, Henry J.
Hung, Yu-Han
Narisu, Narisu
Erdos, Michael R.
Kanke, Matthew
Yan, Tingfen
Grenko, Caleb M.
Swift, Amy J.
Bonnycastle, Lori L.
Sethupathy, Praveen
Collins, Francis S.
Taylor, D. Leland
author_sort Taylor, Henry J.
collection PubMed
description Genetic studies have identified ≥240 loci associated with the risk of type 2 diabetes (T2D), yet most of these loci lie in non-coding regions, masking the underlying molecular mechanisms. Recent studies investigating mRNA expression in human pancreatic islets have yielded important insights into the molecular drivers of normal islet function and T2D pathophysiology. However, similar studies investigating microRNA (miRNA) expression remain limited. Here, we present data from 63 individuals, the largest sequencing-based analysis of miRNA expression in human islets to date. We characterized the genetic regulation of miRNA expression by decomposing the expression of highly heritable miRNAs into cis- and trans-acting genetic components and mapping cis-acting loci associated with miRNA expression [miRNA-expression quantitative trait loci (eQTLs)]. We found i) 84 heritable miRNAs, primarily regulated by trans-acting genetic effects, and ii) 5 miRNA-eQTLs. We also used several different strategies to identify T2D-associated miRNAs. First, we colocalized miRNA-eQTLs with genetic loci associated with T2D and multiple glycemic traits, identifying one miRNA, miR-1908, that shares genetic signals for blood glucose and glycated hemoglobin (HbA1c). Next, we intersected miRNA seed regions and predicted target sites with credible set SNPs associated with T2D and glycemic traits and found 32 miRNAs that may have altered binding and function due to disrupted seed regions. Finally, we performed differential expression analysis and identified 14 miRNAs associated with T2D status—including miR-187-3p, miR-21-5p, miR-668, and miR-199b-5p—and 4 miRNAs associated with a polygenic score for HbA1c levels—miR-216a, miR-25, miR-30a-3p, and miR-30a-5p.
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spelling pubmed-99639672023-02-26 Human pancreatic islet microRNAs implicated in diabetes and related traits by large-scale genetic analysis Taylor, Henry J. Hung, Yu-Han Narisu, Narisu Erdos, Michael R. Kanke, Matthew Yan, Tingfen Grenko, Caleb M. Swift, Amy J. Bonnycastle, Lori L. Sethupathy, Praveen Collins, Francis S. Taylor, D. Leland Proc Natl Acad Sci U S A Biological Sciences Genetic studies have identified ≥240 loci associated with the risk of type 2 diabetes (T2D), yet most of these loci lie in non-coding regions, masking the underlying molecular mechanisms. Recent studies investigating mRNA expression in human pancreatic islets have yielded important insights into the molecular drivers of normal islet function and T2D pathophysiology. However, similar studies investigating microRNA (miRNA) expression remain limited. Here, we present data from 63 individuals, the largest sequencing-based analysis of miRNA expression in human islets to date. We characterized the genetic regulation of miRNA expression by decomposing the expression of highly heritable miRNAs into cis- and trans-acting genetic components and mapping cis-acting loci associated with miRNA expression [miRNA-expression quantitative trait loci (eQTLs)]. We found i) 84 heritable miRNAs, primarily regulated by trans-acting genetic effects, and ii) 5 miRNA-eQTLs. We also used several different strategies to identify T2D-associated miRNAs. First, we colocalized miRNA-eQTLs with genetic loci associated with T2D and multiple glycemic traits, identifying one miRNA, miR-1908, that shares genetic signals for blood glucose and glycated hemoglobin (HbA1c). Next, we intersected miRNA seed regions and predicted target sites with credible set SNPs associated with T2D and glycemic traits and found 32 miRNAs that may have altered binding and function due to disrupted seed regions. Finally, we performed differential expression analysis and identified 14 miRNAs associated with T2D status—including miR-187-3p, miR-21-5p, miR-668, and miR-199b-5p—and 4 miRNAs associated with a polygenic score for HbA1c levels—miR-216a, miR-25, miR-30a-3p, and miR-30a-5p. National Academy of Sciences 2023-02-09 2023-02-14 /pmc/articles/PMC9963967/ /pubmed/36757889 http://dx.doi.org/10.1073/pnas.2206797120 Text en Copyright © 2023 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by/4.0/This open access article is distributed under Creative Commons Attribution License 4.0 (CC BY) (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Biological Sciences
Taylor, Henry J.
Hung, Yu-Han
Narisu, Narisu
Erdos, Michael R.
Kanke, Matthew
Yan, Tingfen
Grenko, Caleb M.
Swift, Amy J.
Bonnycastle, Lori L.
Sethupathy, Praveen
Collins, Francis S.
Taylor, D. Leland
Human pancreatic islet microRNAs implicated in diabetes and related traits by large-scale genetic analysis
title Human pancreatic islet microRNAs implicated in diabetes and related traits by large-scale genetic analysis
title_full Human pancreatic islet microRNAs implicated in diabetes and related traits by large-scale genetic analysis
title_fullStr Human pancreatic islet microRNAs implicated in diabetes and related traits by large-scale genetic analysis
title_full_unstemmed Human pancreatic islet microRNAs implicated in diabetes and related traits by large-scale genetic analysis
title_short Human pancreatic islet microRNAs implicated in diabetes and related traits by large-scale genetic analysis
title_sort human pancreatic islet micrornas implicated in diabetes and related traits by large-scale genetic analysis
topic Biological Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9963967/
https://www.ncbi.nlm.nih.gov/pubmed/36757889
http://dx.doi.org/10.1073/pnas.2206797120
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