Multi-omics integration analysis identifies novel genes for alcoholism with potential overlap with neurodegenerative diseases

被引:34
作者
Kapoor, Manav [1 ,2 ]
Chao, Michael [1 ,2 ]
Johnson, Emma C. [3 ]
Novikova, Gloriia [1 ,2 ]
Lai, Dongbing [4 ]
Meyers, Jacquelyn [5 ]
Schulman, Jessica [1 ,2 ]
Nurnberger, John I. Jr Jr [6 ]
Porjesz, Bernice [5 ]
Liu, Yunlong [4 ]
Foroud, Tatiana [4 ,6 ]
Edenberg, Howard J. [4 ,7 ]
Marcora, Edoardo [1 ,2 ]
Agrawal, Arpana [3 ]
Goate, Alison [1 ,2 ]
机构
[1] Icahn Sch Med Mt Sinai, Dept Genet, New York, NY 10029 USA
[2] Icahn Sch Med Mt Sinai, Dept Genom Sci & Neurosci, New York, NY 10029 USA
[3] Washington Univ, Sch Med, Dept Psychiat, St Louis, MO 63110 USA
[4] Indiana Univ Sch Med, Dept Med & Mol Genet, Indianapolis, IN 46202 USA
[5] Suny Downstate Med Ctr, Dept Psychiat, Brooklyn, NY 11203 USA
[6] Indiana Univ Sch Med, Dept Psychiat, Indianapolis, IN 46202 USA
[7] Indiana Univ Sch Med, Dept Biochem & Mol Biol, Indianapolis, IN 46202 USA
基金
美国国家卫生研究院;
关键词
GENOME-WIDE ASSOCIATION; ENVIRONMENTAL CONTRIBUTIONS; DEPENDENCE; RISK; TRANSCRIPTOME; EXPRESSION; PU.1; GWAS; SCHIZOPHRENIA; METHYLATION;
D O I
10.1038/s41467-021-25392-y
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
Identification of causal variants and genes underlying genome-wide association study (GWAS) loci is essential to understand the biology of alcohol use disorder (AUD) and drinks per week (DPW). Multi-omics integration approaches have shown potential for fine mapping complex loci to obtain biological insights to disease mechanisms. In this study, we use multi-omics approaches, to fine-map AUD and DPW associations at single SNP resolution to demonstrate that rs56030824 on chromosome 11 significantly reduces SPI1 mRNA expression in myeloid cells and lowers risk for AUD and DPW. Our analysis also identifies MAPT as a candidate causal gene specifically associated with DPW. Genes prioritized in this study show overlap with causal genes associated with neurodegenerative disorders. Multi-omics integration analyses highlight, genetic similarities and differences between alcohol intake and disordered drinking, suggesting molecular heterogeneity that might inform future targeted functional and cross-species studies. Alcohol use disorder and drinks per week both have been studied genetically and have different correlations with psychiatric diseases. Here the authors integrate multi-omics data to identify unique and shared variants, genes and pathways for alcohol use disorder and drinks per week.
引用
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页数:12
相关论文
共 61 条
  • [1] Developing a Quantitative Measure of Alcohol Consumption for Genomic Studies on Prospective Cohorts
    Agrawal, Arpana
    Grant, Julia D.
    Littlefield, Andrew
    Waldron, Mary
    Pergadia, Michele L.
    Lynskey, Michael T.
    Madden, Pamela A. F.
    Todorov, Alexandre
    Trull, Timothy
    Bucholz, Kathleen K.
    Todd, Richard D.
    Sher, Kenneth
    Heath, Andrew C.
    [J]. JOURNAL OF STUDIES ON ALCOHOL AND DRUGS, 2009, 70 (02) : 157 - 168
  • [2] Interpretation of risk loci from genome-wide association studies of Alzheimer's disease
    Andrews, Shea J.
    Fulton-Howard, Brian
    Goate, Alison
    [J]. LANCET NEUROLOGY, 2020, 19 (04) : 326 - 335
  • [3] Convergent Evidence for Predispositional Effects of Brain Gray Matter Volume on Alcohol Consumption
    Baranger, David A. A.
    Demers, Catherine H.
    Elsayed, Nourhan M.
    Knodt, Annchen R.
    Radtke, Spenser R.
    Desmarais, Aline
    Few, Lauren R.
    Agrawal, Arpana
    Heath, Andrew C.
    Barch, Deanna M.
    Squeglia, Lindsay M.
    Williamson, Douglas E.
    Hariri, Ahmad R.
    Bogdan, Ryan
    [J]. BIOLOGICAL PSYCHIATRY, 2020, 87 (07) : 645 - 655
  • [4] Boelen A, 2012, MINERVA ENDOCRINOL, V37, P291
  • [5] LD Score regression distinguishes confounding from polygenicity in genome-wide association studies
    Bulik-Sullivan, Brendan K.
    Loh, Po-Ru
    Finucane, Hilary K.
    Ripke, Stephan
    Yang, Jian
    Patterson, Nick
    Daly, Mark J.
    Price, Alkes L.
    Neale, Benjamin M.
    [J]. NATURE GENETICS, 2015, 47 (03) : 291 - +
  • [6] Crews FT, 2012, ALCOHOL RES-CURR REV, V34, P355
  • [7] A multi-omic atlas of the human frontal cortex for aging and Alzheimer's disease research
    De Jager, Philip L.
    Ma, Yiyi
    McCabe, Cristin
    Xu, Jishu
    Vardarajan, Badri N.
    Felsky, Daniel
    Klein, Hans-Ulrich
    White, Charles C.
    Peters, Mette A.
    Lodgson, Ben
    Nejad, Parham
    Tang, Anna
    Mangravite, Lara M.
    Yu, Lei
    Gaiteri, Chris
    Mostafavi, Sara
    Schneider, Julie A.
    Bennett, David A.
    [J]. SCIENTIFIC DATA, 2018, 5
  • [8] Improved whole-chromosome phasing for disease and population genetic studies
    Delaneau, Olivier
    Zagury, Jean-Francois
    Marchini, Jonathan
    [J]. NATURE METHODS, 2013, 10 (01) : 5 - 6
  • [9] Genetic overlap between Alzheimer's disease and Parkinson's disease at the MAPT locus
    Desikan, R. S.
    Schork, A. J.
    Wang, Y.
    Witoelar, A.
    Sharma, M.
    McEvoy, L. K.
    Holland, D.
    Brewer, J. B.
    Chen, C-H
    Thompson, W. K.
    Harold, D.
    Williams, J.
    Owen, M. J.
    O'Donovan, M. C.
    Pericak-Vance, M. A.
    Mayeux, R.
    Haines, J. L.
    Farrer, L. A.
    Schellenberg, G. D.
    Heutink, P.
    Singleton, A. B.
    Brice, A.
    Wood, N. W.
    Hardy, J.
    Martinez, M.
    Choi, S. H.
    DeStefano, A.
    Ikram, M. A.
    Bis, J. C.
    Smith, A.
    Fitzpatrick, A. L.
    Launer, L.
    van Duijn, C.
    Seshadri, S.
    Ulstein, I. D.
    Aarsland, D.
    Fladby, T.
    Djurovic, S.
    Hyman, B. T.
    Snaedal, J.
    Stefansson, H.
    Stefansson, K.
    Gasser, T.
    Andreassen, O. A.
    Dale, A. M.
    [J]. MOLECULAR PSYCHIATRY, 2015, 20 (12) : 1588 - 1595
  • [10] Innate Immune Activity Conditions the Effect of Regulatory Variants upon Monocyte Gene Expression
    Fairfax, Benjamin P.
    Humburg, Peter
    Makino, Seiko
    Naranbhai, Vivek
    Wong, Daniel
    Lau, Evelyn
    Jostins, Luke
    Plant, Katharine
    Andrews, Robert
    Mcgee, Chris
    Knight, Julian C.
    [J]. SCIENCE, 2014, 343 (6175) : 1118 - +