Title | Discovery of novel heart rate-associated loci using the Exome Chip. |
Publication Type | Journal Article |
Year of Publication | 2017 |
Authors | van den Berg ME, Warren HR, Cabrera CP, et al. |
Secondary Authors | Munroe PB |
Journal | Hum Mol Genet |
Volume | 26 |
Issue | 12 |
Pagination | 2346-2363 |
Date Published | 2017 06 15 |
ISSN | 1460-2083 |
Keywords | Adult, Alleles, European Continental Ancestry Group, Exome, Female, Gene Frequency, Genetic Loci, Genetic Predisposition to Disease, Genome-Wide Association Study, Genotype, Heart Rate, Humans, Male, Middle Aged, Oligonucleotide Array Sequence Analysis, Polymorphism, Single Nucleotide, Risk Factors |
Abstract | Resting heart rate is a heritable trait, and an increase in heart rate is associated with increased mortality risk. Genome-wide association study analyses have found loci associated with resting heart rate, at the time of our study these loci explained 0.9% of the variation. This study aims to discover new genetic loci associated with heart rate from Exome Chip meta-analyses.Heart rate was measured from either elecrtrocardiograms or pulse recordings. We meta-analysed heart rate association results from 104 452 European-ancestry individuals from 30 cohorts, genotyped using the Exome Chip. Twenty-four variants were selected for follow-up in an independent dataset (UK Biobank, N = 134 251). Conditional and gene-based testing was undertaken, and variants were investigated with bioinformatics methods.We discovered five novel heart rate loci, and one new independent low-frequency non-synonymous variant in an established heart rate locus (KIAA1755). Lead variants in four of the novel loci are non-synonymous variants in the genes C10orf71, DALDR3, TESK2 and SEC31B. The variant at SEC31B is significantly associated with SEC31B expression in heart and tibial nerve tissue. Further candidate genes were detected from long-range regulatory chromatin interactions in heart tissue (SCD, SLF2 and MAPK8). We observed significant enrichment in DNase I hypersensitive sites in fetal heart and lung. Moreover, enrichment was seen for the first time in human neuronal progenitor cells (derived from embryonic stem cells) and fetal muscle samples by including our novel variants.Our findings advance the knowledge of the genetic architecture of heart rate, and indicate new candidate genes for follow-up functional studies. |
DOI | 10.1093/hmg/ddx113 |
Alternate Journal | Hum Mol Genet |
PubMed ID | 28379579 |
PubMed Central ID | PMC5458336 |
Grant List | HHSN268201100011I / HL / NHLBI NIH HHS / United States HHSN268201200036C / HL / NHLBI NIH HHS / United States MR/M501633/2 / MRC_ / Medical Research Council / United Kingdom HHSN268201600001C / HL / NHLBI NIH HHS / United States N01HC85082 / HL / NHLBI NIH HHS / United States HHSN268201100012C / HL / NHLBI NIH HHS / United States UL1 RR033176 / RR / NCRR NIH HHS / United States G9521010 / MRC_ / Medical Research Council / United Kingdom RC2 HL102419 / HL / NHLBI NIH HHS / United States G1001799 / MRC_ / Medical Research Council / United Kingdom HHSN268201100009I / HL / NHLBI NIH HHS / United States HHSN268201500003C / HL / NHLBI NIH HHS / United States R01 HL103612 / HL / NHLBI NIH HHS / United States K23 NS059774 / NS / NINDS NIH HHS / United States N01HC95160 / HL / NHLBI NIH HHS / United States R01 HL071251 / HL / NHLBI NIH HHS / United States R01 HL120393 / HL / NHLBI NIH HHS / United States K24 HL105780 / HL / NHLBI NIH HHS / United States G0000934 / MRC_ / Medical Research Council / United Kingdom MR/N025083/1 / MRC_ / Medical Research Council / United Kingdom HHSN268201600002C / HL / NHLBI NIH HHS / United States HHSN268201100010C / HL / NHLBI NIH HHS / United States R01 HL071259 / HL / NHLBI NIH HHS / United States UL1 RR025005 / RR / NCRR NIH HHS / United States HHSN268201000031C / HL / NHLBI NIH HHS / United States MR/N01104X/2 / MRC_ / Medical Research Council / United Kingdom U01 HL080295 / HL / NHLBI NIH HHS / United States N01HC95163 / HL / NHLBI NIH HHS / United States HHSN268201100008C / HL / NHLBI NIH HHS / United States HHSN268201500001C / HL / NHLBI NIH HHS / United States UL1 TR001079 / TR / NCATS NIH HHS / United States HHSN268201100005G / HL / NHLBI NIH HHS / United States R01 HL071252 / HL / NHLBI NIH HHS / United States HHSN268201100008I / HL / NHLBI NIH HHS / United States R01 HL092577 / HL / NHLBI NIH HHS / United States MC_QA137853 / MRC_ / Medical Research Council / United Kingdom RC2 HG005552 / HG / NHGRI NIH HHS / United States U01 HL130114 / HL / NHLBI NIH HHS / United States U01 HG006513 / HG / NHGRI NIH HHS / United States 068545/Z/02 / WT_ / Wellcome Trust / United Kingdom HHSN268201100007C / HL / NHLBI NIH HHS / United States HHSN268200800007C / HL / NHLBI NIH HHS / United States N01HC95169 / HL / NHLBI NIH HHS / United States R01 HL071250 / HL / NHLBI NIH HHS / United States HHSN268201100011C / HL / NHLBI NIH HHS / United States R01 HL087652 / HL / NHLBI NIH HHS / United States MC_PC_14089 / MRC_ / Medical Research Council / United Kingdom N01HC95164 / HL / NHLBI NIH HHS / United States UL1 TR000124 / TR / NCATS NIH HHS / United States N01HC55222 / HL / NHLBI NIH HHS / United States N01HC95162 / HL / NHLBI NIH HHS / United States N01HC85086 / HL / NHLBI NIH HHS / United States R01 HL105756 / HL / NHLBI NIH HHS / United States N01HC95168 / HL / NHLBI NIH HHS / United States MR/L016311/1 / MRC_ / Medical Research Council / United Kingdom MR/N01104X/1 / MRC_ / Medical Research Council / United Kingdom MR/N005813/1 / MRC_ / Medical Research Council / United Kingdom P30 DK063491 / DK / NIDDK NIH HHS / United States HHSN268201100006C / HL / NHLBI NIH HHS / United States HHSN268201300049C / HL / NHLBI NIH HHS / United States R01 NS059727 / NS / NINDS NIH HHS / United States HHSN268201600003C / HL / NHLBI NIH HHS / United States HHSN268201100005I / HL / NHLBI NIH HHS / United States N01HC95165 / HL / NHLBI NIH HHS / United States R01 HG007089 / HG / NHGRI NIH HHS / United States N01HC95159 / HL / NHLBI NIH HHS / United States HHSN268201500001I / HL / NHLBI NIH HHS / United States N01HC95161 / HL / NHLBI NIH HHS / United States HHSN268201300047C / HL / NHLBI NIH HHS / United States HHSN271201100005C / DA / NIDA NIH HHS / United States HHSN268201300050C / HL / NHLBI NIH HHS / United States HHSN268201600004C / HL / NHLBI NIH HHS / United States MC_PC_U127561128 / MRC_ / Medical Research Council / United Kingdom MR/K006584/1 / MRC_ / Medical Research Council / United Kingdom HHSN268201100009C / HL / NHLBI NIH HHS / United States R01 NS073344 / NS / NINDS NIH HHS / United States N01HC85083 / HL / NHLBI NIH HHS / United States HHSN268201100005C / HL / NHLBI NIH HHS / United States N01HC25195 / HL / NHLBI NIH HHS / United States R01 HL071205 / HL / NHLBI NIH HHS / United States S10 OD020069 / OD / NIH HHS / United States HHSN268201100007I / HL / NHLBI NIH HHS / United States RG/14/5/30893 / BHF_ / British Heart Foundation / United Kingdom MR/K007017/1 / MRC_ / Medical Research Council / United Kingdom UL1 TR000040 / TR / NCATS NIH HHS / United States / WT_ / Wellcome Trust / United Kingdom HHSN268201300046C / HL / NHLBI NIH HHS / United States R01 HG007022 / HG / NHGRI NIH HHS / United States U01 HL117626 / HL / NHLBI NIH HHS / United States R01 HL117626 / HL / NHLBI NIH HHS / United States N01HC85079 / HL / NHLBI NIH HHS / United States N01HC95166 / HL / NHLBI NIH HHS / United States MC_PC_13040 / MRC_ / Medical Research Council / United Kingdom RC2 HG005581 / HG / NHGRI NIH HHS / United States R01 AG023629 / AG / NIA NIH HHS / United States UL1 TR001881 / TR / NCATS NIH HHS / United States PG/17/59/33139 / BHF_ / British Heart Foundation / United Kingdom G0600237 / MRC_ / Medical Research Council / United Kingdom N01HC85080 / HL / NHLBI NIH HHS / United States R01 HL071258 / HL / NHLBI NIH HHS / United States K23 HL114724 / HL / NHLBI NIH HHS / United States R01 HL111089 / HL / NHLBI NIH HHS / United States R01 HL116747 / HL / NHLBI NIH HHS / United States PG/12/38/29615 / BHF_ / British Heart Foundation / United Kingdom N01HC85081 / HL / NHLBI NIH HHS / United States MR/M501633/1 / MRC_ / Medical Research Council / United Kingdom |