A genome-wide association study of serum proteins reveals shared loci with common diseases

被引:134
作者
Gudjonsson, Alexander [1 ]
Gudmundsdottir, Valborg [1 ,2 ]
Axelsson, Gisli T. [1 ,2 ]
Gudmundsson, Elias F. [1 ]
Jonsson, Brynjolfur G. [1 ]
Launer, Lenore J. [3 ]
Lamb, John R. [4 ]
Jennings, Lori L. [5 ]
Aspelund, Thor [1 ,2 ]
Emilsson, Valur [1 ,2 ]
Gudnason, Vilmundur [1 ,2 ]
机构
[1] Icelandic Heart Assoc, Holtasmari 1, IS-201 Kopavogur, Iceland
[2] Univ Iceland, Fac Med, IS-101 Reykjavik, Iceland
[3] NIA, Lab Epidemiol & Populat Sci, Intramural Res Program, Bethesda, MD 20892 USA
[4] GNF Novartis, 10675 John Jay Hopkins Dr, San Diego, CA 92121 USA
[5] Novartis Inst Biomed Res, 22 Windsor St, Cambridge, MA 02139 USA
关键词
HUMAN PLASMA PROTEOME; ALLELIC HETEROGENEITY; PROGRESSION; DISCOVERY; VARIANTS; NETWORKS; AGE;
D O I
10.1038/s41467-021-27850-z
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Circulating proteins have been linked to many conditions, and understanding their genetic control can lead to understanding of disease. Here, the authors associate common genetic variants with protein levels, finding overlap of genetic associations with circulating proteins and complex disease. With the growing number of genetic association studies, the genotype-phenotype atlas has become increasingly more complex, yet the functional consequences of most disease associated alleles is not understood. The measurement of protein level variation in solid tissues and biofluids integrated with genetic variants offers a path to deeper functional insights. Here we present a large-scale proteogenomic study in 5,368 individuals, revealing 4,035 independent associations between genetic variants and 2,091 serum proteins, of which 36% are previously unreported. The majority of both cis- and trans-acting genetic signals are unique for a single protein, although our results also highlight numerous highly pleiotropic genetic effects on protein levels and demonstrate that a protein's genetic association profile reflects certain characteristics of the protein, including its location in protein networks, tissue specificity and intolerance to loss of function mutations. Integrating protein measurements with deep phenotyping of the cohort, we observe substantial enrichment of phenotype associations for serum proteins regulated by established GWAS loci, and offer new insights into the interplay between genetics, serum protein levels and complex disease.
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页数:13
相关论文
共 63 条
[41]   Association of Low-Frequency and Rare Coding-Sequence Variants with Blood Lipids and Coronary Heart Disease in 56,000 Whites and Blacks [J].
Peloso, Gina M. ;
Auer, Paul L. ;
Bis, Joshua C. ;
Voorman, Arend ;
Morrison, Alanna C. ;
Stitziel, Nathan O. ;
Brody, Jennifer A. ;
Khetarpal, Sumeet A. ;
Crosby, Jacy R. ;
Fomage, Myriam ;
Isaacs, Aaron ;
Jakobsdottir, Johanna ;
Feitosa, Mary F. ;
Davies, Gail ;
Huffman, Jennifer E. ;
Manichaikul, Ani ;
Davis, Brian ;
Lohman, Kurt ;
Joon, Aron Y. ;
Smith, Albert V. ;
Grove, Megan L. ;
Zanoni, Paolo ;
Redon, Valeska ;
Demissie, Serkalem ;
Lawson, Kim ;
Peters, Ulrike ;
Carlson, Christopher ;
Jackson, Rebecca D. ;
Ryckman, Kelli K. ;
Mackey, Rachel H. ;
Robinson, Jennifer G. ;
Siscovick, David S. ;
Schreiner, Pamela J. ;
Mychaleckyj, Josyf C. ;
Pankow, James S. ;
Holman, Albert ;
Uitterlinden, Andre G. ;
Harris, Tamara B. ;
Taylor, Kent D. ;
Stafford, Jeanette M. ;
Reynolds, Lindsay M. ;
Marioni, Riccardo E. ;
Dehghan, Abbas ;
Franco, Oscar H. ;
Patele, Aniruddh P. ;
Lu, Yingchang ;
Hindy, George ;
Gottesman, Omri ;
Bottinger, Erwin P. ;
Melander, Olle .
AMERICAN JOURNAL OF HUMAN GENETICS, 2014, 94 (02) :223-232
[42]  
Pietzner M., 2021, CROSS PLATFORM PROTE, DOI [10.1101/2021.03.18.435919, DOI 10.1101/2021.03.18.435919]
[43]   Genetic architecture of host proteins involved in SARS-CoV-2 infection [J].
Pietzner, Maik ;
Wheeler, Eleanor ;
Carrasco-Zanini, Julia ;
Raffler, Johannes ;
Kerrison, Nicola D. ;
Oerton, Erin ;
Auyeung, Victoria P. W. ;
Luan, Jian'an ;
Finan, Chris ;
Casas, Juan P. ;
Ostroff, Rachel ;
Williams, Steve A. ;
Kastenmueller, Gabi ;
Ralser, Markus ;
Gamazon, Eric R. ;
Wareham, Nicholas J. ;
Hingorani, Aroon D. ;
Langenberg, Claudia .
NATURE COMMUNICATIONS, 2020, 11 (01)
[44]   Cerebral microbleeds, retinopathy, and dementia The AGES-Reykjavik Study [J].
Qiu, C. ;
Cotch, M. F. ;
Sigurdsson, S. ;
Jonsson, P. V. ;
Jonsdottir, M. K. ;
Sveinbjornsdottir, S. ;
Eiriksdottir, G. ;
Klein, R. ;
Harris, T. B. ;
van Buchem, M. A. ;
Gudnason, V. ;
Launer, L. J. .
NEUROLOGY, 2010, 75 (24) :2221-2228
[45]   Comparison of Proteomic Assessment Methods in Multiple Cohort Studies [J].
Raffield, Laura M. ;
Dang, Hong ;
Pratte, Katherine A. ;
Jacobson, Sean ;
Gillenwater, Lucas A. ;
Ampleford, Elizabeth ;
Barjaktarevic, Igor ;
Basta, Patricia ;
Clish, Clary B. ;
Comellas, Alejandro P. ;
Cornell, Elaine ;
Curtis, Jeffrey L. ;
Doerschuk, Claire ;
Durda, Peter ;
Emson, Claire ;
Freeman, Christine M. ;
Guo, Xiuqing ;
Hastie, Annette T. ;
Hawkins, Gregory A. ;
Herrera, Julio ;
Johnson, W. Craig ;
Labaki, Wassim W. ;
Liu, Yongmei ;
Masters, Brett ;
Miller, Michael ;
Ortega, Victor E. ;
Papanicolaou, George ;
Peters, Stephen ;
Taylor, Kent D. ;
Rich, Stephen S. ;
Rotter, Jerome, I ;
Auer, Paul ;
Reiner, Alex P. ;
Tracy, Russell P. ;
Ngo, Debby ;
Gerszten, Robert E. ;
O'Neal, Wanda K. ;
Bowler, Russell P. .
PROTEOMICS, 2020, 20 (12)
[46]   g:Profiler-a web server for functional interpretation of gene lists (2016 update) [J].
Reimand, Juri ;
Arak, Tambet ;
Adler, Priit ;
Kolberg, Liis ;
Reisberg, Sulev ;
Peterson, Hedi ;
Vilo, Jaak .
NUCLEIC ACIDS RESEARCH, 2016, 44 (W1) :W83-W89
[47]   Molecular networks as sensors and drivers of common human diseases [J].
Schadt, Eric E. .
NATURE, 2009, 461 (7261) :218-223
[48]   Role of MTA1 in cancer progression and metastasis [J].
Sen, Nirmalya ;
Gui, Bin ;
Kumar, Rakesh .
CANCER AND METASTASIS REVIEWS, 2014, 33 (04) :879-889
[49]   Genome-Wide Association Analysis Identifies Variants Associated with Nonalcoholic Fatty Liver Disease That Have Distinct Effects on Metabolic Traits [J].
Speliotes, Elizabeth K. ;
Yerges-Armstrong, Laura M. ;
Wu, Jun ;
Hernaez, Ruben ;
Kim, Lauren J. ;
Palmer, Cameron D. ;
Gudnason, Vilmundur ;
Eiriksdottir, Gudny ;
Garcia, Melissa E. ;
Launer, Lenore J. ;
Nalls, Michael A. ;
Clark, Jeanne M. ;
Mitchell, Braxton D. ;
Shuldiner, Alan R. ;
Butler, Johannah L. ;
Tomas, Marta ;
Hoffmann, Udo ;
Hwang, Shih-Jen ;
Massaro, Joseph M. ;
O'Donnell, Christopher J. ;
Sahani, Dushyant V. ;
Salomaa, Veikko ;
Schadt, Eric E. ;
Schwartz, Stephen M. ;
Siscovick, David S. ;
Voight, Benjamin F. ;
Carr, J. Jeffrey ;
Feitosa, Mary F. ;
Harris, Tamara B. ;
Fox, Caroline S. ;
Smith, Albert V. ;
Kao, W. H. Linda ;
Hirschhorn, Joel N. ;
Borecki, Ingrid B. .
PLOS GENETICS, 2011, 7 (03)
[50]   Hip Fractures and Bone Mineral Density in the Elderly-Importance of Serum 25-Hydroxyvitamin D [J].
Steingrimsdottir, Laufey ;
Halldorsson, Thorhallur I. ;
Siggeirsdottir, Kristin ;
Cotch, Mary Frances ;
Einarsdottir, Berglind O. ;
Eiriksdottir, Gudny ;
Sigurdsson, Sigurdur ;
Launer, Lenore J. ;
Harris, Tamara B. ;
Gudnason, Vilmundur ;
Sigurdsson, Gunnar .
PLOS ONE, 2014, 9 (03)