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Genetic architecture of microRNA expression and its link to complex diseases in the Japanese population
Understanding the genetic effects on non-coding RNA (ncRNA) expression facilitates functional characterization of disease-associated genetic loci. Among several classes of ncRNAs, microRNAs (miRNAs) are key post-transcriptional gene regulators. Despite its biological importance, previous studies on...
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Published in: | Human molecular genetics 2022-06, Vol.31 (11), p.1806-1820 |
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creator | Sonehara, Kyuto Sakaue, Saori Maeda, Yuichi Hirata, Jun Kishikawa, Toshihiro Yamamoto, Kenichi Matsuoka, Hidetoshi Yoshimura, Maiko Nii, Takuro Ohshima, Shiro Kumanogoh, Atsushi Okada, Yukinori |
description | Understanding the genetic effects on non-coding RNA (ncRNA) expression facilitates functional characterization of disease-associated genetic loci. Among several classes of ncRNAs, microRNAs (miRNAs) are key post-transcriptional gene regulators. Despite its biological importance, previous studies on the genetic architecture of miRNA expression focused mostly on the European individuals, underrepresented in other populations. Here, we mapped miRNA expression quantitative trait loci (miRNA-eQTL) for 343 miRNAs in 141 Japanese using small RNA sequencing and whole-genome sequencing, identifying 1275 cis-miRNA-eQTL variants for 40 miRNAs (false discovery rate < 0.2). Of these, 25 miRNAs having eQTL were unreported in the European studies, including 5 miRNAs with their lead variant monomorphic in the European populations, which demonstrates the value of miRNA-eQTL analysis in diverse ancestral populations. MiRNAs with eQTL effect showed allele-specific expression (ASE; e.g. miR-146a-3p), and ASE analysis further detected cis-regulatory variants not captured by the conventional miRNA-eQTL mapping (e.g. miR-933). We identified a copy number variation associated with miRNA expression (e.g. miR-570-3p, P = 7.2 × 10-6), which contributes to a more comprehensive landscape of miRNA-eQTLs. To elucidate a post-transcriptional modification in miRNAs, we created a catalog of miRNA-editing sites, including 10 canonical and 6 non-canonical sites. Finally, by integrating the miRNA-eQTLs and Japanese genome-wide association studies of 25 complex traits (mean n = 192 833), we conducted a transcriptome-wide association study, identifying miR-1908-5p as a potential mediator for adult height, colorectal cancer and type 2 diabetes (P < 9.1 × 10-5). Our study broadens the population diversity in ncRNA-eQTL studies and contributes to functional annotation of disease-associated loci found in non-European populations. |
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Among several classes of ncRNAs, microRNAs (miRNAs) are key post-transcriptional gene regulators. Despite its biological importance, previous studies on the genetic architecture of miRNA expression focused mostly on the European individuals, underrepresented in other populations. Here, we mapped miRNA expression quantitative trait loci (miRNA-eQTL) for 343 miRNAs in 141 Japanese using small RNA sequencing and whole-genome sequencing, identifying 1275 cis-miRNA-eQTL variants for 40 miRNAs (false discovery rate < 0.2). Of these, 25 miRNAs having eQTL were unreported in the European studies, including 5 miRNAs with their lead variant monomorphic in the European populations, which demonstrates the value of miRNA-eQTL analysis in diverse ancestral populations. MiRNAs with eQTL effect showed allele-specific expression (ASE; e.g. miR-146a-3p), and ASE analysis further detected cis-regulatory variants not captured by the conventional miRNA-eQTL mapping (e.g. miR-933). We identified a copy number variation associated with miRNA expression (e.g. miR-570-3p, P = 7.2 × 10-6), which contributes to a more comprehensive landscape of miRNA-eQTLs. To elucidate a post-transcriptional modification in miRNAs, we created a catalog of miRNA-editing sites, including 10 canonical and 6 non-canonical sites. Finally, by integrating the miRNA-eQTLs and Japanese genome-wide association studies of 25 complex traits (mean n = 192 833), we conducted a transcriptome-wide association study, identifying miR-1908-5p as a potential mediator for adult height, colorectal cancer and type 2 diabetes (P < 9.1 × 10-5). Our study broadens the population diversity in ncRNA-eQTL studies and contributes to functional annotation of disease-associated loci found in non-European populations.</description><identifier>ISSN: 0964-6906</identifier><identifier>EISSN: 1460-2083</identifier><identifier>DOI: 10.1093/hmg/ddab361</identifier><identifier>PMID: 34919704</identifier><language>eng</language><publisher>England: Oxford University Press</publisher><subject>Adult ; Diabetes Mellitus, Type 2 ; DNA Copy Number Variations ; Genome-Wide Association Study ; Humans ; Japan ; MicroRNAs - genetics ; MicroRNAs - metabolism ; Original ; Polymorphism, Single Nucleotide - genetics ; RNA, Untranslated</subject><ispartof>Human molecular genetics, 2022-06, Vol.31 (11), p.1806-1820</ispartof><rights>The Author(s) 2021. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.</rights><rights>The Author(s) 2021. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c502t-88b0c7a998f854969ea479180d9955ae487bd7c5dada6b81889949ce9c7c90203</citedby><cites>FETCH-LOGICAL-c502t-88b0c7a998f854969ea479180d9955ae487bd7c5dada6b81889949ce9c7c90203</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34919704$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sonehara, Kyuto</creatorcontrib><creatorcontrib>Sakaue, Saori</creatorcontrib><creatorcontrib>Maeda, Yuichi</creatorcontrib><creatorcontrib>Hirata, Jun</creatorcontrib><creatorcontrib>Kishikawa, Toshihiro</creatorcontrib><creatorcontrib>Yamamoto, Kenichi</creatorcontrib><creatorcontrib>Matsuoka, Hidetoshi</creatorcontrib><creatorcontrib>Yoshimura, Maiko</creatorcontrib><creatorcontrib>Nii, Takuro</creatorcontrib><creatorcontrib>Ohshima, Shiro</creatorcontrib><creatorcontrib>Kumanogoh, Atsushi</creatorcontrib><creatorcontrib>Okada, Yukinori</creatorcontrib><title>Genetic architecture of microRNA expression and its link to complex diseases in the Japanese population</title><title>Human molecular genetics</title><addtitle>Hum Mol Genet</addtitle><description>Understanding the genetic effects on non-coding RNA (ncRNA) expression facilitates functional characterization of disease-associated genetic loci. Among several classes of ncRNAs, microRNAs (miRNAs) are key post-transcriptional gene regulators. Despite its biological importance, previous studies on the genetic architecture of miRNA expression focused mostly on the European individuals, underrepresented in other populations. Here, we mapped miRNA expression quantitative trait loci (miRNA-eQTL) for 343 miRNAs in 141 Japanese using small RNA sequencing and whole-genome sequencing, identifying 1275 cis-miRNA-eQTL variants for 40 miRNAs (false discovery rate < 0.2). Of these, 25 miRNAs having eQTL were unreported in the European studies, including 5 miRNAs with their lead variant monomorphic in the European populations, which demonstrates the value of miRNA-eQTL analysis in diverse ancestral populations. MiRNAs with eQTL effect showed allele-specific expression (ASE; e.g. miR-146a-3p), and ASE analysis further detected cis-regulatory variants not captured by the conventional miRNA-eQTL mapping (e.g. miR-933). We identified a copy number variation associated with miRNA expression (e.g. miR-570-3p, P = 7.2 × 10-6), which contributes to a more comprehensive landscape of miRNA-eQTLs. To elucidate a post-transcriptional modification in miRNAs, we created a catalog of miRNA-editing sites, including 10 canonical and 6 non-canonical sites. Finally, by integrating the miRNA-eQTLs and Japanese genome-wide association studies of 25 complex traits (mean n = 192 833), we conducted a transcriptome-wide association study, identifying miR-1908-5p as a potential mediator for adult height, colorectal cancer and type 2 diabetes (P < 9.1 × 10-5). Our study broadens the population diversity in ncRNA-eQTL studies and contributes to functional annotation of disease-associated loci found in non-European populations.</description><subject>Adult</subject><subject>Diabetes Mellitus, Type 2</subject><subject>DNA Copy Number Variations</subject><subject>Genome-Wide Association Study</subject><subject>Humans</subject><subject>Japan</subject><subject>MicroRNAs - genetics</subject><subject>MicroRNAs - metabolism</subject><subject>Original</subject><subject>Polymorphism, Single Nucleotide - genetics</subject><subject>RNA, Untranslated</subject><issn>0964-6906</issn><issn>1460-2083</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNpVkUFP3DAQRi1EVRboiTvyEakK2BvH8VwqrVZ0oVq1UkXPlmPP7hqSOLWdavvvScWC6MmHefONZx4hF5xdcwblza7b3jhnmlLyIzLjQrJizlR5TGYMpCgkMHlCTlN6ZIxLUdYfyUkpgEPNxIxsV9hj9paaaHc-o81jRBo2tPM2hp_fFxT3Q8SUfOip6R31OdHW9080B2pDN7S4p84nNAkT9T3NO6TfzGB6TEiHMIytyVPvOfmwMW3CT4f3jPz6evuwvCvWP1b3y8W6sBWb50KphtnaAKiNqgRIQCNq4Io5gKoyKFTduNpWzjgjG8WVAhBgEWxtgc1ZeUa-vOQOY9Ohs9jnaFo9RN-Z-FcH4_X_ld7v9Db80cAliEpMAVeHgBh-j5iy7nyy2LbTRmFMei45l1LWXE7o5xd0ulRKETdvYzjT_9ToSY0-qJnoy_c_e2NfXZTP3JyNdA</recordid><startdate>20220604</startdate><enddate>20220604</enddate><creator>Sonehara, Kyuto</creator><creator>Sakaue, Saori</creator><creator>Maeda, Yuichi</creator><creator>Hirata, Jun</creator><creator>Kishikawa, Toshihiro</creator><creator>Yamamoto, Kenichi</creator><creator>Matsuoka, Hidetoshi</creator><creator>Yoshimura, Maiko</creator><creator>Nii, Takuro</creator><creator>Ohshima, Shiro</creator><creator>Kumanogoh, Atsushi</creator><creator>Okada, Yukinori</creator><general>Oxford University Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20220604</creationdate><title>Genetic architecture of microRNA expression and its link to complex diseases in the Japanese population</title><author>Sonehara, Kyuto ; Sakaue, Saori ; Maeda, Yuichi ; Hirata, Jun ; Kishikawa, Toshihiro ; Yamamoto, Kenichi ; Matsuoka, Hidetoshi ; Yoshimura, Maiko ; Nii, Takuro ; Ohshima, Shiro ; Kumanogoh, Atsushi ; Okada, Yukinori</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c502t-88b0c7a998f854969ea479180d9955ae487bd7c5dada6b81889949ce9c7c90203</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adult</topic><topic>Diabetes Mellitus, Type 2</topic><topic>DNA Copy Number Variations</topic><topic>Genome-Wide Association Study</topic><topic>Humans</topic><topic>Japan</topic><topic>MicroRNAs - genetics</topic><topic>MicroRNAs - metabolism</topic><topic>Original</topic><topic>Polymorphism, Single Nucleotide - genetics</topic><topic>RNA, Untranslated</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sonehara, Kyuto</creatorcontrib><creatorcontrib>Sakaue, Saori</creatorcontrib><creatorcontrib>Maeda, Yuichi</creatorcontrib><creatorcontrib>Hirata, Jun</creatorcontrib><creatorcontrib>Kishikawa, Toshihiro</creatorcontrib><creatorcontrib>Yamamoto, Kenichi</creatorcontrib><creatorcontrib>Matsuoka, Hidetoshi</creatorcontrib><creatorcontrib>Yoshimura, Maiko</creatorcontrib><creatorcontrib>Nii, Takuro</creatorcontrib><creatorcontrib>Ohshima, Shiro</creatorcontrib><creatorcontrib>Kumanogoh, Atsushi</creatorcontrib><creatorcontrib>Okada, Yukinori</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Human molecular genetics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sonehara, Kyuto</au><au>Sakaue, Saori</au><au>Maeda, Yuichi</au><au>Hirata, Jun</au><au>Kishikawa, Toshihiro</au><au>Yamamoto, Kenichi</au><au>Matsuoka, Hidetoshi</au><au>Yoshimura, Maiko</au><au>Nii, Takuro</au><au>Ohshima, Shiro</au><au>Kumanogoh, Atsushi</au><au>Okada, Yukinori</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genetic architecture of microRNA expression and its link to complex diseases in the Japanese population</atitle><jtitle>Human molecular genetics</jtitle><addtitle>Hum Mol Genet</addtitle><date>2022-06-04</date><risdate>2022</risdate><volume>31</volume><issue>11</issue><spage>1806</spage><epage>1820</epage><pages>1806-1820</pages><issn>0964-6906</issn><eissn>1460-2083</eissn><abstract>Understanding the genetic effects on non-coding RNA (ncRNA) expression facilitates functional characterization of disease-associated genetic loci. Among several classes of ncRNAs, microRNAs (miRNAs) are key post-transcriptional gene regulators. Despite its biological importance, previous studies on the genetic architecture of miRNA expression focused mostly on the European individuals, underrepresented in other populations. Here, we mapped miRNA expression quantitative trait loci (miRNA-eQTL) for 343 miRNAs in 141 Japanese using small RNA sequencing and whole-genome sequencing, identifying 1275 cis-miRNA-eQTL variants for 40 miRNAs (false discovery rate < 0.2). Of these, 25 miRNAs having eQTL were unreported in the European studies, including 5 miRNAs with their lead variant monomorphic in the European populations, which demonstrates the value of miRNA-eQTL analysis in diverse ancestral populations. MiRNAs with eQTL effect showed allele-specific expression (ASE; e.g. miR-146a-3p), and ASE analysis further detected cis-regulatory variants not captured by the conventional miRNA-eQTL mapping (e.g. miR-933). We identified a copy number variation associated with miRNA expression (e.g. miR-570-3p, P = 7.2 × 10-6), which contributes to a more comprehensive landscape of miRNA-eQTLs. To elucidate a post-transcriptional modification in miRNAs, we created a catalog of miRNA-editing sites, including 10 canonical and 6 non-canonical sites. Finally, by integrating the miRNA-eQTLs and Japanese genome-wide association studies of 25 complex traits (mean n = 192 833), we conducted a transcriptome-wide association study, identifying miR-1908-5p as a potential mediator for adult height, colorectal cancer and type 2 diabetes (P < 9.1 × 10-5). Our study broadens the population diversity in ncRNA-eQTL studies and contributes to functional annotation of disease-associated loci found in non-European populations.</abstract><cop>England</cop><pub>Oxford University Press</pub><pmid>34919704</pmid><doi>10.1093/hmg/ddab361</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Diabetes Mellitus, Type 2 DNA Copy Number Variations Genome-Wide Association Study Humans Japan MicroRNAs - genetics MicroRNAs - metabolism Original Polymorphism, Single Nucleotide - genetics RNA, Untranslated |
title | Genetic architecture of microRNA expression and its link to complex diseases in the Japanese population |
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