Genome-wide interaction study with major depression identifies novel variants associated with cognitive function

被引:32
|
作者
Thalamuthu, Anbupalam [1 ]
Mills, Natalie T. [2 ]
Berger, Klaus [3 ]
Minnerup, Heike [3 ]
Grotegerd, Dominik [4 ]
Dannlowski, Udo [4 ]
Meinert, Susanne [4 ,5 ]
Opel, Nils [4 ]
Repple, Jonathan [4 ]
Gruber, Marius [4 ]
Stein, Frederike [6 ]
Brosch, Katharina [6 ]
Meller, Tina [6 ]
Pfarr, Julia-Katharina [6 ]
Forstner, Andreas J. [7 ,8 ,9 ,10 ]
Hoffmann, Per [7 ,8 ]
Nothen, Markus M. [7 ,8 ]
Witt, Stephanie [11 ]
Rietschel, Marcella [11 ]
Kircher, Tilo [6 ]
Adams, Mark [12 ]
McIntosh, Andrew M. [12 ]
Porteous, David J. [13 ]
Deary, Ian J. [14 ]
Hayward, Caroline [15 ]
Campbell, Archie [13 ]
Grabe, Hans Joergen [16 ,17 ]
Teumer, Alexander [18 ]
Homuth, Georg [19 ]
Van der Auwera-Palitschka, Sandra [16 ,17 ]
Schubert, K. Oliver [2 ,20 ]
Baune, Bernhard T. [2 ,21 ,22 ,23 ]
机构
[1] Univ New South Wales, Ctr Hlth Brain Ageing CHeBA, Sch Psychiat, Sydney, NSW, Australia
[2] Univ Adelaide, Adelaide Med Sch, Discipline Psychiat, Adelaide, SA, Australia
[3] Univ Munster, Inst Epidemiol & Social Med, Munster, Germany
[4] Univ Munster, Inst Translat Psychiat, Munster, Germany
[5] Univ Munster, Inst Translat Neurosci, Munster, Germany
[6] Philipps Univ Marburg UKGM Marburg, Dept Psychiat & Psychotherapy, Marburg, Germany
[7] Univ Bonn, Sch Med, Inst Human Genet, Bonn, Germany
[8] Univ Hosp Bonn, Bonn, Germany
[9] Res Ctr Julich, Inst Neurosci & Med INM 1, Julich, Germany
[10] Univ Marburg, Ctr Human Genet, Marburg, Germany
[11] Heidelberg Univ, Fac Med Mannheim, Cent Inst Mental Hlth, Dept Genet Epidemiol Psychiat, Mannheim, Germany
[12] Univ Edinburgh, Div Psychiat, Edinburgh, Midlothian, Scotland
[13] Univ Edinburgh, Western Gen Hosp, Ctr Genom & Expt Med, Inst Genet & Canc, Edinburgh EH4 2XU, Midlothian, Scotland
[14] Univ Edinburgh, Dept Psychol, Edinburgh EH8 9JZ, Midlothian, Scotland
[15] Univ Edinburgh, Western Gen Hosp, Inst Genet & Canc, MRC Human Genet Unit, Edinburgh EH4 2XU, Midlothian, Scotland
[16] Univ Med Greifswald, Dept Psychiat & Psychotherapy, Greifswald, Germany
[17] German Ctr Neurodegenerat Dis DZNE, Site Rostock Greifswald, Greifswald, Germany
[18] Univ Med Greifswald, Inst Community Med, Greifswald, Germany
[19] Univ Med Greifswald, Interfac Inst Genet & Funct Genom, Greifswald, Germany
[20] Northern Adelaide Mental Hlth Serv, Salisbury, SA, Australia
[21] Univ Munster, Univ Hosp Munster, Dept Psychiat & Psychotherapy, Munster, Germany
[22] Univ Melbourne, Melbourne Med Sch, Dept Psychiat, Melbourne, Vic, Australia
[23] Univ Melbourne, Florey Inst Neurosci & Mental Hlth, Parkville, Vic, Australia
基金
英国惠康基金; 英国医学研究理事会;
关键词
EXECUTIVE FUNCTION; WORKING-MEMORY; METAANALYSIS; DYSFUNCTION; GWAS; DISORDERS; REGULATOR; TADALAFIL; RECOVERY; HEALTH;
D O I
10.1038/s41380-021-01379-5
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Major Depressive Disorder (MDD) often is associated with significant cognitive dysfunction. We conducted a meta-analysis of genome-wide interaction of MDD and cognitive function using data from four large European cohorts in a total of 3510 MDD cases and 6057 controls. In addition, we conducted analyses using polygenic risk scores (PRS) based on data from the Psychiatric Genomics Consortium (PGC) on the traits of MDD, Bipolar disorder (BD), Schizophrenia (SCZ), and mood instability (MIN). Functional exploration contained gene expression analyses and Ingenuity Pathway Analysis (IPA(R)). We identified a set of significantly interacting single nucleotide polymorphisms (SNPs) between MDD and the genome-wide association study (GWAS) of cognitive domains of executive function, processing speed, and global cognition. Several of these SNPs are located in genes expressed in brain, with important roles such as neuronal development (REST), oligodendrocyte maturation (TNFRSF21), and myelination (ARFGEF1). IPA(R) identified a set of core genes from our dataset that mapped to a wide range of canonical pathways and biological functions (MPO, FOXO1, PDE3A, TSLP, NLRP9, ADAMTS5, ROBO1, REST). Furthermore, IPA(R) identified upstream regulator molecules and causal networks impacting on the expression of dataset genes, providing a genetic basis for further clinical exploration (vitamin D receptor, beta-estradiol, tadalafil). PRS of MIN and meta-PRS of MDD, MIN and SCZ were significantly associated with all cognitive domains. Our results suggest several genes involved in physiological processes for the development and maintenance of cognition in MDD, as well as potential novel therapeutic agents that could be explored in patients with MDD associated cognitive dysfunction.
引用
收藏
页码:1111 / 1119
页数:9
相关论文
共 50 条
  • [1] Genome-Wide Association Study Identifies Variants Associated With Autoimmune Hepatitis Type 1
    de Boer, Ynto S.
    van Gerven, Nicole M. F.
    Zwiers, Antonie
    Verwer, Bart J.
    van Hoek, Bart
    van Erpecum, Karel J.
    Beuers, Ulrich
    van Buuren, Henk R.
    Drenth, Joost P. H.
    den Ouden, Jannie W.
    Verdonk, Robert C.
    Koek, Ger H.
    Brouwer, Johannes T.
    Guichelaar, Maureen M. J.
    Vrolijk, Jan M.
    Kraal, Georg
    Mulder, Chris J. J.
    van Nieuwkerk, Carin M. J.
    Fischer, Janett
    Berg, Thomas
    Stickel, Felix
    Sarrazin, Christoph
    Schramm, Christoph
    Lohse, Ansgar W.
    Weiler-Normann, Christina
    Lerch, Markus M.
    Nauck, Matthias
    Voelzke, Henry
    Homuth, Georg
    Bloemena, Elisabeth
    Verspaget, Hein W.
    Kumar, Vinod
    Zhernakova, Alexandra
    Wijmenga, Cisca
    Franke, Lude
    Bouma, Gerd
    GASTROENTEROLOGY, 2014, 147 (02) : 443 - +
  • [2] Genome-wide association study identifies 48 common genetic variants associated with handedness
    Cuellar-Partida, Gabriel
    Tung, Joyce Y.
    Eriksson, Nicholas
    Albrecht, Eva
    Aliev, Fazil
    Andreassen, Ole A.
    Barroso, Ines
    Beckmann, Jacques S.
    Boks, Marco P.
    Boomsma, Dorret I.
    Boyd, Heather A.
    Breteler, Monique M. B.
    Campbell, Harry
    Chasman, Daniel I.
    Cherkas, Lynn F.
    Davies, Gail
    de Geus, Eco J. C.
    Deary, Ian J.
    Deloukas, Panos
    Dick, Danielle M.
    Duffy, David L.
    Eriksson, Johan G.
    Esko, Tonu
    Feenstra, Bjarke
    Geller, Frank
    Gieger, Christian
    Giegling, Ina
    Gordon, Scott D.
    Han, Jiali
    Hansen, Thomas F.
    Hartmann, Annette M.
    Hayward, Caroline
    Heikkila, Kauko
    Hicks, Andrew A.
    Hirschhorn, Joel N.
    Hottenga, Jouke-Jan
    Huffman, Jennifer E.
    Hwang, Liang-Dar
    Ikram, M. Arfan
    Kaprio, Jaakko
    Kemp, John P.
    Khaw, Kay-Tee
    Klopp, Norman
    Konte, Bettina
    Kutalik, Zoltan
    Lahti, Jari
    Li, Xin
    Loos, Ruth J. F.
    Luciano, Michelle
    Magnusson, Sigurdur H.
    NATURE HUMAN BEHAVIOUR, 2021, 5 (01) : 59 - 70
  • [3] Genome-wide association study identifies variants in HORMAD2 associated with tonsillectomy
    Feenstra, Bjarke
    Bager, Peter
    Liu, Xueping
    Hjalgrim, Henrik
    Nohr, Ellen A.
    Hougaard, David M.
    Geller, Frank
    Melbye, Mads
    JOURNAL OF MEDICAL GENETICS, 2017, 54 (05) : 358 - 364
  • [4] Genome-wide association analyses identify 44 risk variants and refine the genetic architecture of major depression
    Wray, Naomi R.
    Ripke, Stephan
    Mattheisen, Manuel
    Trzaskowski, Maciej
    Byrne, Enda M.
    Abdellaoui, Abdel
    Adams, Mark J.
    Agerbo, Esben
    Air, Tracy M.
    Andlauer, Till M. F.
    Bacanu, Silviu-Alin
    Baekvad-Hansen, Marie
    Beekman, Aartjan F. T.
    Bigdeli, Tim B.
    Binder, Elisabeth B.
    Blackwood, Douglas R. H.
    Bryois, Julien
    Buttenschon, Henriette N.
    Bybjerg-Grauholm, Jonas
    Cai, Na
    Castelao, Enrique
    Christensen, Jane Hvarregaard
    Clarke, Toni-Kim
    Coleman, Jonathan I. R.
    Colodro-Conde, Lucia
    Couvy-Duchesne, Baptiste
    Craddock, Nick
    Crawford, Gregory E.
    Crowley, Cheynna A.
    Dashti, Hassan S.
    Davies, Gail
    Deary, Ian J.
    Degenhardt, Franziska
    Derks, Eske M.
    Direk, Nese
    Dolan, Conor V.
    Dunn, Erin C.
    Eley, Thalia C.
    Eriksson, Nicholas
    Escott-Price, Valentina
    Kiadeh, Farnush Hassan Farhadi
    Finucane, Hilary K.
    Forstner, Andreas J.
    Frank, Josef
    Gaspar, Helena A.
    Gill, Michael
    Giusti-Rodriguez, Paola
    Goes, Fernando S.
    Gordon, Scott D.
    Grove, Jakob
    NATURE GENETICS, 2018, 50 (05) : 668 - +
  • [5] Genome-wide association study identifies five loci associated with lung function
    Repapi, Emmanouela
    Sayers, Ian
    Wain, Louise V.
    Burton, Paul R.
    Johnson, Toby
    Obeidat, Ma'en
    Zhao, Jing Hua
    Ramasamy, Adaikalavan
    Zhai, Guangju
    Vitart, Veronique
    Huffman, Jennifer E.
    Igl, Wilmar
    Albrecht, Eva
    Deloukas, Panos
    Henderson, John
    Granell, Raquel
    McArdle, Wendy L.
    Rudnicka, Alicja R.
    Barroso, Ines
    Loos, Ruth J. F.
    Wareham, Nicholas J.
    Mustelin, Linda
    Rantanen, Taina
    Surakka, Ida
    Imboden, Medea
    Wichmann, H. Erich
    Grkovic, Ivica
    Jankovic, Stipan
    Zgaga, Lina
    Hartikainen, Anna-Liisa
    Peltonen, Leena
    Gyllensten, Ulf
    Johansson, Asa
    Zaboli, Ghazal
    Campbell, Harry
    Wild, Sarah H.
    Wilson, James F.
    Glaeser, Sven
    Homuth, Georg
    Voelzke, Henry
    Mangino, Massimo
    Soranzo, Nicole
    Spector, Tim D.
    Polasek, Ozren
    Rudan, Igor
    Wright, Alan F.
    Heliovaara, Markku
    Ripatti, Samuli
    Pouta, Anneli
    Naluai, Asa Torinsson
    NATURE GENETICS, 2010, 42 (01) : 36 - U51
  • [6] Genome-wide association study identifies 18 novel loci associated with left atrial volume and function
    Ahlberg, Gustav
    Andreasen, Laura
    Ghouse, Jonas
    Bertelsen, Litten
    Bundgaard, Henning
    Haunso, Stig
    Svendsen, Jesper H.
    Olesen, Morten S.
    EUROPEAN HEART JOURNAL, 2021, 42 (44) : 4523 - 4534
  • [7] Large-scale genome-wide analysis identifies genetic variants associated with cardiac structure and function
    Wild, Philipp S.
    Felix, Janine F.
    Schillert, Arne
    Teumer, Alexander
    Chen, Ming-Huei
    Leening, Maarten J. G.
    Voelker, Uwe
    Grossmann, Vera
    Brody, Jennifer A.
    Irvin, Marguerite R.
    Shah, Sanjiv J.
    Pramana, Setia
    Lieb, Wolfgang
    Schmidt, Reinhold
    Stanton, Alice V.
    Malzahn, Doerthe
    Smith, Albert Vernon
    Sundstrom, Johan
    Minelli, Cosetta
    Ruggiero, Daniela
    Lyytikainen, Leo-Pekka
    Tiller, Daniel
    Smith, J. Gustav
    Monnereau, Claire
    Di Tullio, Marco R.
    Musani, Solomon K.
    Morrison, Alanna C.
    Pers, Tune H.
    Morley, Michael
    Kleber, Marcus E.
    Aragam, Jayashri
    Benjamin, Emelia J.
    Bis, Joshua C.
    Bisping, Egbert
    Broeckel, Ulrich
    Cheng, Susan
    Deckers, Jaap W.
    Del Greco, Fabiola
    Edelmann, Frank
    Fornage, Myriam
    Franke, Lude
    Friedrich, Nele
    Harris, Tamara B.
    Hofer, Edith
    Hofman, Albert
    Huang, Jie
    Hughes, Alun D.
    Kahonen, Mika
    Kruppa, Jochen
    Lackner, Karl J.
    JOURNAL OF CLINICAL INVESTIGATION, 2017, 127 (05) : 1798 - 1812
  • [8] Genome-wide association study of depression phenotypes in UK Biobank identifies variants in excitatory synaptic pathways
    Howard, David M.
    Adams, Mark J.
    Shirali, Masoud
    Clarke, Toni-Kim
    Marioni, Riccardo E.
    Davies, Gail
    Coleman, Jonathan R. I.
    Alloza, Clara
    Shen, Xueyi
    Barbu, Miruna C.
    Wigmore, Eleanor M.
    Gibson, Jude
    Hagenaars, Saskia P.
    Lewis, Cathryn M.
    Ward, Joey
    Smith, Daniel J.
    Sullivan, Patrick F.
    Haley, Chris S.
    Breen, Gerome
    Deary, Ian J.
    McIntosh, Andrew M.
    NATURE COMMUNICATIONS, 2018, 9
  • [9] Genome-wide association study identifies multiple novel loci associated with disease progression in subjects with mild cognitive impairment
    Hu, X.
    Pickering, E. H.
    Hall, S. K.
    Naik, S.
    Liu, Y. C.
    Soares, H.
    Katz, E.
    Paciga, S. A.
    Liu, W.
    Aisen, P. S.
    Bales, K. R.
    Samad, T. A.
    John, S. L.
    TRANSLATIONAL PSYCHIATRY, 2011, 1 : e54 - e54
  • [10] Genome-wide association study identifies multiple novel loci associated with disease progression in subjects with mild cognitive impairment
    X Hu
    E H Pickering
    S K Hall
    S Naik
    Y C Liu
    H Soares
    E Katz
    S A Paciga
    W Liu
    P S Aisen
    K R Bales
    T A Samad
    S L John
    Translational Psychiatry, 2011, 1 : e54 - e54