Genomic and drug target evaluation of 90 cardiovascular proteins in 30,931 individuals
Karolinska Institutet · Uppsala University · +45 more institutions
Abstract
Circulating proteins are vital in human health and disease and are frequently used as biomarkers for clinical decision-making or as targets for pharmacological intervention. Here, we map and replicate protein quantitative trait loci (pQTL) for 90 cardiovascular proteins in over 30,000 individuals, resulting in 451 pQTLs for 85 proteins. For each protein, we further perform pathway mapping to obtain trans-pQTL gene and regulatory designations. We substantiate these regulatory findings with orthogonal evidence for trans-pQTLs using mouse knockdown experiments (ABCA1 and TRIB1) and clinical trial results (chemokine receptors CCR2 and CCR5), with consistent regulation. Finally, we evaluate known drug targets, and…
Citation impact
- FWCI
- 28.26
- Percentile
- 100%
- References
- 52
Authors
83Topics & keywords
- Mendelian randomization
- Computational biology
- Biology
- Biomarker
- Human proteome project
- Proteome
- Disease
- Biomarker discovery
- Peace, Justice and strong institutions
Funding
- AHAmerican Heart AssociationAwards: H2020, 18SFRN34250007
- UOUniversity of Pennsylvania
- NBNHS Blood and TransplantAward: NIHR BTRU-2014-10024
- SGScottish GovernmentAward: CZB/4/710
- NINational Institute for Health and Care ResearchAwards: BTRU-2014-10024, NIHR BTRU-2014-10024, MC_UU_00011/1
- BHBritish Heart FoundationAwards: MC_UU_00011/1, RG/18/13/33946, 18/23/33512, SP/09/002, RG/13/13/30194, FS/18/23/33512, 2009-1039
- UOUniversity of Cambridge
- ECEuropean CommissionAwards: 018947, 204979, 715772, H2020, CoG-2015_681742_NASCENT, 637640, 2020., EU H2020, 679242, 2014-2020, 692145, LSHG-CT-2006-018947
- UOUniversity of BristolAward: MC_UU_00011/1
- SFStiftelsen för Strategisk ForskningAwards: Dnr 349-2006-237, 2009-1039, Dnr IRC15-0067, IRC15-0067
- ETEesti TeadusagentuurAwards: 2014-2020.4.01.16-0125, 2014-2020, 2014-2020.4.01.15-0012, PUT1660
- CUCambridge University Hospitals
- NONederlandse Organisatie voor Wetenschappelijk OnderzoekAwards: 194.006, 864.13.013, 024.003, 016.178.056, 917.14.374, 024.004.017, ExposomeNL 024.004.017, 637640
- LULunds Universitet
- HHjärt-LungfondenAwards: 2016-0134, 2016-0315
- KOKnut och Alice Wallenbergs Stiftelse
- SOStiftelsen Olle Engkvist Byggmästare
- VVetenskapsrådetAwards: 2017-02554, 349-2006-237, 2017-06100, 2009-1039, IRC15-0067, 2017-00644, Dnr 349-2006-237, 2006-237, 2018-, 2015-03257, Dnr 2009-1039, Dnr IRC15-0067
- FOForskningsrådet om Hälsa, Arbetsliv och VälfärdAwards: 2009-1039, 349-2006-237
- TÜTartu Ülikool
- SUSkånes universitetssjukhus
- EREuropean Research Area Network on Cardiovascular Diseases
- OIOncode Institute
- NINational Institutes of HealthAwards: FS/18/23/33512, 024.004.017, 1R01HL139731, 18SFRN34250007, H2020
- PSPerelman School of Medicine, University of Pennsylvania
- WFWake Forest School of Medicine
- H2Horizon 2020 Framework ProgrammeAwards: 692145, EU H2020
- NBNIHR BioResource
- MRMedical Research CouncilAwards: RG/13/13/30194, LSHG-CT-2006-018947, MR/L003120/1, MR/S003746/1, MR/S004068/2, 1938560, MR/S004068/1, MR/S003746/1, MC_UU_00007/10, MC_UU_00011/1, MR/L003120, MC_UU_00011/1, MC_UU_00007/10, MC_UU_00011, MR/L003120/1
- NHNational Health and Medical Research CouncilAwards: MC_UU_00011/1, APP1158958
- EREuropean Regional Development FundAwards: 2014-2020.4.01.16-0125, H2020, 2014-2020.4.01.15-0012, 2014-2020
- NCNIHR Cambridge Biomedical Research Centre