Skip to main content
Erschienen in: Social Psychiatry and Psychiatric Epidemiology 10/2014

01.10.2014 | Commentary

Gene-environment interaction research in psychiatric epidemiology: a framework and implications for study design

verfasst von: Daniel W. Belsky, Nis Palm Suppli, Salomon Israel

Erschienen in: Social Psychiatry and Psychiatric Epidemiology | Ausgabe 10/2014

Einloggen, um Zugang zu erhalten

Excerpt

The genetic epidemiology of psychiatric disorders is undergoing a sea change. The flood of genome-wide association studies (GWAS) enabled by the advent of low-cost, high throughput genotyping and the emergence of global consortia to harness the combined power of genome wide data on tens of thousands of individuals is now producing a large volume of discoveries. With these discoveries, hypothesis-free methods of uncovering the genetic roots of psychiatric disorder are overtaking traditional hypothesis-driven approaches. What this transition means for research on gene-environment interactions (GxE) is hotly debated [15]. Uher’s review [6] addresses some of the contours of this debate. Here we seek to contextualize and expand on his points. Our goal is to make some sense of the ongoing conflict in psychiatric genetics between hypothesis-driven genetic research focused on candidate systems and hypothesis-free genetic research focused on data mining of the genome. We think part of the reason that arguments over how to conduct GxE research have grown so acrimonious is a lack of clarity over how genetic measurements are being used in GxE studies. In the paragraphs that follow, we frame the debate over how to conduct GxE research in terms of the substantive questions being asked and discuss implications of this framing for the conduct of GxE research within psychiatric epidemiology. …
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Duncan LE, Keller MC (2011) A critical review of the first 10 years of candidate gene-by-environment interaction research in psychiatry. Am J Psychiatry 168:1041–1049PubMedCrossRefPubMedCentral Duncan LE, Keller MC (2011) A critical review of the first 10 years of candidate gene-by-environment interaction research in psychiatry. Am J Psychiatry 168:1041–1049PubMedCrossRefPubMedCentral
2.
Zurück zum Zitat Caspi A, Hariri AR, Holmes A, Uher R, Moffitt TE (2010) Genetic sensitivity to the environment: the case of the serotonin transporter gene and its implications for studying complex diseases and traits. Am J Psychiatry 167:509–527PubMedCrossRefPubMedCentral Caspi A, Hariri AR, Holmes A, Uher R, Moffitt TE (2010) Genetic sensitivity to the environment: the case of the serotonin transporter gene and its implications for studying complex diseases and traits. Am J Psychiatry 167:509–527PubMedCrossRefPubMedCentral
4.
Zurück zum Zitat Boardman JD, Domingue BW, Blalock CL, Haberstick BC, Harris KM, McQueen MB (2013) Is the gene-environment interaction paradigm relevant to genome-wide tudies? the case of education and body mass index. Demography 51(1):119–139CrossRef Boardman JD, Domingue BW, Blalock CL, Haberstick BC, Harris KM, McQueen MB (2013) Is the gene-environment interaction paradigm relevant to genome-wide tudies? the case of education and body mass index. Demography 51(1):119–139CrossRef
6.
Zurück zum Zitat Uher R (2014) Gene-environment interactions in common mental disorders: an update and strategy for a genome-wide search. Soc Psychiatry Psychiatr Epidemiol 49(1):3–14PubMedCrossRef Uher R (2014) Gene-environment interactions in common mental disorders: an update and strategy for a genome-wide search. Soc Psychiatry Psychiatr Epidemiol 49(1):3–14PubMedCrossRef
8.
Zurück zum Zitat Nikolova YS, Ferrell RE, Manuck SB, Hariri AR (2011) Multilocus genetic profile for dopamine signaling predicts ventral striatum reactivity. Neuropsychopharmacology 36:1940–1947PubMedCrossRefPubMedCentral Nikolova YS, Ferrell RE, Manuck SB, Hariri AR (2011) Multilocus genetic profile for dopamine signaling predicts ventral striatum reactivity. Neuropsychopharmacology 36:1940–1947PubMedCrossRefPubMedCentral
9.
Zurück zum Zitat Caspi A, Moffitt TE (2006) Gene-environment interactions in psychiatry: joining forces with neuroscience. Nat Rev Neurosci 7:583–590PubMedCrossRef Caspi A, Moffitt TE (2006) Gene-environment interactions in psychiatry: joining forces with neuroscience. Nat Rev Neurosci 7:583–590PubMedCrossRef
10.
Zurück zum Zitat Zuk O, Hechter E, Sunyaev SR, Lander ES (2012) The mystery of missing heritability: genetic interactions create phantom heritability. Proc Natl Acad Sci USA 109:1193–1198PubMedCrossRefPubMedCentral Zuk O, Hechter E, Sunyaev SR, Lander ES (2012) The mystery of missing heritability: genetic interactions create phantom heritability. Proc Natl Acad Sci USA 109:1193–1198PubMedCrossRefPubMedCentral
11.
Zurück zum Zitat Gibson G (2011) Rare and common variants: twenty arguments. Nat Rev Genet 13:135–145CrossRef Gibson G (2011) Rare and common variants: twenty arguments. Nat Rev Genet 13:135–145CrossRef
12.
Zurück zum Zitat Visscher PM, Hill WG, Wray NR (2008) Heritability in the genomics era–concepts and misconceptions. Nat Rev Genet 9:255–266PubMedCrossRef Visscher PM, Hill WG, Wray NR (2008) Heritability in the genomics era–concepts and misconceptions. Nat Rev Genet 9:255–266PubMedCrossRef
13.
Zurück zum Zitat Eichler EE, Flint J, Gibson G, Kong A, Leal SM, Moore JH et al (2010) Missing heritability and strategies for finding the underlying causes of complex disease. Nat Rev Genet 11:446–450PubMedCrossRefPubMedCentral Eichler EE, Flint J, Gibson G, Kong A, Leal SM, Moore JH et al (2010) Missing heritability and strategies for finding the underlying causes of complex disease. Nat Rev Genet 11:446–450PubMedCrossRefPubMedCentral
14.
15.
Zurück zum Zitat Cornelis MC, Tchetgen EJT, Liang L, Qi L, Chatterjee N, Hu FB et al (2012) Gene-environment interactions in genome-wide association studies: a comparative study of tests applied to empirical studies of type 2 diabetes. Am J Epidemiol 175:191–202PubMedCrossRefPubMedCentral Cornelis MC, Tchetgen EJT, Liang L, Qi L, Chatterjee N, Hu FB et al (2012) Gene-environment interactions in genome-wide association studies: a comparative study of tests applied to empirical studies of type 2 diabetes. Am J Epidemiol 175:191–202PubMedCrossRefPubMedCentral
16.
17.
Zurück zum Zitat Khoury MJ, Wacholder S (2009) Invited commentary: from genome-wide association studies to gene-environment-wide interaction studies—challenges and opportunities. Am J Epidemiol 169:227–230PubMedCrossRefPubMedCentral Khoury MJ, Wacholder S (2009) Invited commentary: from genome-wide association studies to gene-environment-wide interaction studies—challenges and opportunities. Am J Epidemiol 169:227–230PubMedCrossRefPubMedCentral
18.
Zurück zum Zitat Visscher PM, Goddard ME, Derks EM, Wray NR (2012) Evidence-based psychiatric genetics, aka the false dichotomy between common and rare variant hypotheses. Mol Psychiatry 17:474–485PubMedCrossRef Visscher PM, Goddard ME, Derks EM, Wray NR (2012) Evidence-based psychiatric genetics, aka the false dichotomy between common and rare variant hypotheses. Mol Psychiatry 17:474–485PubMedCrossRef
19.
Zurück zum Zitat Sullivan PF, Daly MJ, O’Donovan M (2012) Genetic architectures of psychiatric disorders: the emerging picture and its implications. Nat Rev Genet 13:537–551PubMedCrossRefPubMedCentral Sullivan PF, Daly MJ, O’Donovan M (2012) Genetic architectures of psychiatric disorders: the emerging picture and its implications. Nat Rev Genet 13:537–551PubMedCrossRefPubMedCentral
20.
Zurück zum Zitat Purcell SM, Wray NR, Stone JL, Visscher PM, O’Donovan MC, Sullivan PF et al (2009) Common polygenic variation contributes to risk of schizophrenia and bipolar disorder. Nature 460:748–752PubMed Purcell SM, Wray NR, Stone JL, Visscher PM, O’Donovan MC, Sullivan PF et al (2009) Common polygenic variation contributes to risk of schizophrenia and bipolar disorder. Nature 460:748–752PubMed
21.
Zurück zum Zitat Wray NR, Goddard ME, Visscher PM (2007) Prediction of individual genetic risk to disease from genome-wide association studies. Genome Res 17:1520–1528PubMedCrossRefPubMedCentral Wray NR, Goddard ME, Visscher PM (2007) Prediction of individual genetic risk to disease from genome-wide association studies. Genome Res 17:1520–1528PubMedCrossRefPubMedCentral
22.
Zurück zum Zitat Plomin R, Haworth CM, Davis OS (2009) Common disorders are quantitative traits. Nat Rev Genet 10:872–878PubMedCrossRef Plomin R, Haworth CM, Davis OS (2009) Common disorders are quantitative traits. Nat Rev Genet 10:872–878PubMedCrossRef
24.
Zurück zum Zitat Stice E, Yokum S, Burger K, Epstein L, Smolen A (2012) Multilocus genetic composite reflecting dopamine signaling capacity predicts reward circuitry responsivity. J Neurosci 32:10093–10100PubMedCrossRefPubMedCentral Stice E, Yokum S, Burger K, Epstein L, Smolen A (2012) Multilocus genetic composite reflecting dopamine signaling capacity predicts reward circuitry responsivity. J Neurosci 32:10093–10100PubMedCrossRefPubMedCentral
25.
Zurück zum Zitat McIntosh AM, Gow A, Luciano M, Davies G, Liewald DC, Harris SE et al (2013) Polygenic risk for schizophrenia is associated with cognitive change between childhood and old age. Biol Psychiatry 73(10):938–943PubMedCrossRef McIntosh AM, Gow A, Luciano M, Davies G, Liewald DC, Harris SE et al (2013) Polygenic risk for schizophrenia is associated with cognitive change between childhood and old age. Biol Psychiatry 73(10):938–943PubMedCrossRef
26.
Zurück zum Zitat Lencz T, Knowles E, Davies G, Guha S, Liewald DC, Starr JM et al (2014) Molecular genetic evidence for overlap between general cognitive ability and risk for schizophrenia: a report from the cognitive genomics consortium (COGENT). Mol Psychiatry 19:168–174PubMedCrossRefPubMedCentral Lencz T, Knowles E, Davies G, Guha S, Liewald DC, Starr JM et al (2014) Molecular genetic evidence for overlap between general cognitive ability and risk for schizophrenia: a report from the cognitive genomics consortium (COGENT). Mol Psychiatry 19:168–174PubMedCrossRefPubMedCentral
27.
Zurück zum Zitat Major Depressive Disorder Working Group of the Psychiatric GWAS Consortium, Ripke S, Wray NR, Lewis CM, Hamilton SP, Weissman MM et al (2013) A mega-analysis of genome-wide association studies for major depressive disorder. Mol Psychiatry 18:497–511PubMedCrossRef Major Depressive Disorder Working Group of the Psychiatric GWAS Consortium, Ripke S, Wray NR, Lewis CM, Hamilton SP, Weissman MM et al (2013) A mega-analysis of genome-wide association studies for major depressive disorder. Mol Psychiatry 18:497–511PubMedCrossRef
28.
Zurück zum Zitat Smoller JW, Craddock N, Kendler K, Lee PH, Neale BM, Nurnberger JI et al (2013) Identification of risk loci with shared effects on five major psychiatric disorders: a genome-wide analysis. Lancet 381:1371–1379CrossRef Smoller JW, Craddock N, Kendler K, Lee PH, Neale BM, Nurnberger JI et al (2013) Identification of risk loci with shared effects on five major psychiatric disorders: a genome-wide analysis. Lancet 381:1371–1379CrossRef
29.
Zurück zum Zitat Schizophrenia Working Group of the Psychiatric Genomics Consortium (2014) Biological insights from 108 schizophrenia-associated genetic loci. Nature 511(7510):421–527 Schizophrenia Working Group of the Psychiatric Genomics Consortium (2014) Biological insights from 108 schizophrenia-associated genetic loci. Nature 511(7510):421–527
30.
Zurück zum Zitat Li S, Zhao JH, Luan J, Ekelund U, Luben RN, Khaw KT et al (2010) Physical activity attenuates the genetic predisposition to obesity in 20,000 men and women from EPIC-Norfolk prospective population study. PLoS Med 7:1–9CrossRef Li S, Zhao JH, Luan J, Ekelund U, Luben RN, Khaw KT et al (2010) Physical activity attenuates the genetic predisposition to obesity in 20,000 men and women from EPIC-Norfolk prospective population study. PLoS Med 7:1–9CrossRef
31.
Zurück zum Zitat Qi Q, Chu AY, Kang JH, Jensen MK, Curhan GC, Pasquale LR et al (2012) Sugar-sweetened beverages and genetic risk of obesity. N Engl J Med 367:1387–1396PubMedCrossRefPubMedCentral Qi Q, Chu AY, Kang JH, Jensen MK, Curhan GC, Pasquale LR et al (2012) Sugar-sweetened beverages and genetic risk of obesity. N Engl J Med 367:1387–1396PubMedCrossRefPubMedCentral
32.
Zurück zum Zitat Meyers JL, Cerdá M, Galea S, Keyes KM, Aiello AE, Uddin M et al (2013) Interaction between polygenic risk for cigarette use and environmental exposures in the detroit neighborhood health study. Transl Psychiatry 3:e290PubMedCrossRefPubMedCentral Meyers JL, Cerdá M, Galea S, Keyes KM, Aiello AE, Uddin M et al (2013) Interaction between polygenic risk for cigarette use and environmental exposures in the detroit neighborhood health study. Transl Psychiatry 3:e290PubMedCrossRefPubMedCentral
33.
Zurück zum Zitat Belsky DW, Moffitt TE, Caspi A (2013) Genetics in population health science: strategies and opportunities. Am J Public Health 103(Suppl 1):S73–S83PubMedCrossRefPubMedCentral Belsky DW, Moffitt TE, Caspi A (2013) Genetics in population health science: strategies and opportunities. Am J Public Health 103(Suppl 1):S73–S83PubMedCrossRefPubMedCentral
34.
Zurück zum Zitat Peyrot WJ, Milaneschi Y, Abdellaoui A, Sullivan PF, Hottenga JJ, Boomsma DI et al (2014) Effect of polygenic risk scores on depression in childhood trauma. Br J Psychiatry 205:113–119CrossRef Peyrot WJ, Milaneschi Y, Abdellaoui A, Sullivan PF, Hottenga JJ, Boomsma DI et al (2014) Effect of polygenic risk scores on depression in childhood trauma. Br J Psychiatry 205:113–119CrossRef
35.
Zurück zum Zitat Belsky DW, Moffitt TE, Houts R, Bennett GG, Biddle AK, Blumenthal JA et al (2012) Polygenic risk, rapid childhood growth, and the development of obesity: evidence from a 4-decade longitudinal study. Arch Pediatr Adolesc Med 166:515–521PubMedCrossRefPubMedCentral Belsky DW, Moffitt TE, Houts R, Bennett GG, Biddle AK, Blumenthal JA et al (2012) Polygenic risk, rapid childhood growth, and the development of obesity: evidence from a 4-decade longitudinal study. Arch Pediatr Adolesc Med 166:515–521PubMedCrossRefPubMedCentral
36.
Zurück zum Zitat Belsky DW, Moffitt TE, Baker TB, Biddle AK, Evans JP, Harrington H et al (2013) Polygenic risk and the developmental progression to heavy, persistent smoking and nicotine dependence: evidence from a 4-decade longitudinal study. JAMA Psychiatry 70:534–542PubMedCrossRefPubMedCentral Belsky DW, Moffitt TE, Baker TB, Biddle AK, Evans JP, Harrington H et al (2013) Polygenic risk and the developmental progression to heavy, persistent smoking and nicotine dependence: evidence from a 4-decade longitudinal study. JAMA Psychiatry 70:534–542PubMedCrossRefPubMedCentral
37.
Zurück zum Zitat The ENCODE Consortium (2011) A user’s guide to the encyclopedia of DNA elements (ENCODE). PLoS Biol 9:e1001046 The ENCODE Consortium (2011) A user’s guide to the encyclopedia of DNA elements (ENCODE). PLoS Biol 9:e1001046
38.
Zurück zum Zitat Vandenbergh DJ, Schlomer GL (2014) Finding genomic function for genetic associations in nicotine addiction research: the encode project’s role in future pharmacogenomic analysis. Pharmacol Biochem Behav 123:34–44PubMedCrossRef Vandenbergh DJ, Schlomer GL (2014) Finding genomic function for genetic associations in nicotine addiction research: the encode project’s role in future pharmacogenomic analysis. Pharmacol Biochem Behav 123:34–44PubMedCrossRef
39.
Zurück zum Zitat Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D et al (2003) Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res 13:2498–2504PubMedCrossRefPubMedCentral Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D et al (2003) Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res 13:2498–2504PubMedCrossRefPubMedCentral
40.
Zurück zum Zitat Murphy DL, Li Q, Engel S, Wichems C, Andrews A, Lesch KP et al (2001) Genetic perspectives on the serotonin transporter. Brain Res Bull 56:487–494PubMedCrossRef Murphy DL, Li Q, Engel S, Wichems C, Andrews A, Lesch KP et al (2001) Genetic perspectives on the serotonin transporter. Brain Res Bull 56:487–494PubMedCrossRef
41.
Zurück zum Zitat Heils A, Teufel A, Petri S, Seemann M, Bengel D, Balling U et al (1995) Functional promoter and polyadenylation site mapping of the human serotonin (5-HT) transporter gene. J Neural Transm Gen Sect 102:247–254PubMedCrossRef Heils A, Teufel A, Petri S, Seemann M, Bengel D, Balling U et al (1995) Functional promoter and polyadenylation site mapping of the human serotonin (5-HT) transporter gene. J Neural Transm Gen Sect 102:247–254PubMedCrossRef
42.
Zurück zum Zitat Heils A, Teufel A, Petri S, Stöber G, Riederer P, Bengel D et al (1996) Allelic variation of human serotonin transporter gene expression. J Neurochem 66:2621–2624PubMedCrossRef Heils A, Teufel A, Petri S, Stöber G, Riederer P, Bengel D et al (1996) Allelic variation of human serotonin transporter gene expression. J Neurochem 66:2621–2624PubMedCrossRef
43.
Zurück zum Zitat Bennett AJ, Lesch KP, Heils A, Long JC, Lorenz JG, Shoaf SE et al (2002) Early experience and serotonin transporter gene variation interact to influence primate CNS function. Mol Psychiatry 7:118–122PubMedCrossRef Bennett AJ, Lesch KP, Heils A, Long JC, Lorenz JG, Shoaf SE et al (2002) Early experience and serotonin transporter gene variation interact to influence primate CNS function. Mol Psychiatry 7:118–122PubMedCrossRef
44.
Zurück zum Zitat Hariri AR, Mattay VS, Tessitore A, Kolachana B, Fera F, Goldman D et al (2002) Serotonin transporter genetic variation and the response of the human amygdala. Science 297:400–403PubMedCrossRef Hariri AR, Mattay VS, Tessitore A, Kolachana B, Fera F, Goldman D et al (2002) Serotonin transporter genetic variation and the response of the human amygdala. Science 297:400–403PubMedCrossRef
45.
Zurück zum Zitat Caspi A, Sugden K, Moffitt TE, Taylor A, Craig IW, Harrington H et al (2003) Influence of life stress on depression: moderation by a polymorphism in the 5-HTT gene. Science 301:386–389PubMedCrossRef Caspi A, Sugden K, Moffitt TE, Taylor A, Craig IW, Harrington H et al (2003) Influence of life stress on depression: moderation by a polymorphism in the 5-HTT gene. Science 301:386–389PubMedCrossRef
46.
Zurück zum Zitat Demirkan A, Penninx BW, Hek K, Wray NR, Amin N, Aulchenko YS et al (2011) Genetic risk profiles for depression and anxiety in adult and elderly cohorts. Mol Psychiatry 16:773–783PubMedCrossRefPubMedCentral Demirkan A, Penninx BW, Hek K, Wray NR, Amin N, Aulchenko YS et al (2011) Genetic risk profiles for depression and anxiety in adult and elderly cohorts. Mol Psychiatry 16:773–783PubMedCrossRefPubMedCentral
47.
Zurück zum Zitat Lubke GH, Hottenga JJ, Walters R, Laurin C, de Geus EJC, Willemsen G et al (2012) Estimating the genetic variance of major depressive disorder due to all single nucleotide polymorphisms. Biol Psychiatry 72:707–709PubMedCrossRefPubMedCentral Lubke GH, Hottenga JJ, Walters R, Laurin C, de Geus EJC, Willemsen G et al (2012) Estimating the genetic variance of major depressive disorder due to all single nucleotide polymorphisms. Biol Psychiatry 72:707–709PubMedCrossRefPubMedCentral
Metadaten
Titel
Gene-environment interaction research in psychiatric epidemiology: a framework and implications for study design
verfasst von
Daniel W. Belsky
Nis Palm Suppli
Salomon Israel
Publikationsdatum
01.10.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Social Psychiatry and Psychiatric Epidemiology / Ausgabe 10/2014
Print ISSN: 0933-7954
Elektronische ISSN: 1433-9285
DOI
https://doi.org/10.1007/s00127-014-0954-5

Weitere Artikel der Ausgabe 10/2014

Social Psychiatry and Psychiatric Epidemiology 10/2014 Zur Ausgabe

Demenzkranke durch Antipsychotika vielfach gefährdet

23.04.2024 Demenz Nachrichten

Wenn Demenzkranke aufgrund von Symptomen wie Agitation oder Aggressivität mit Antipsychotika behandelt werden, sind damit offenbar noch mehr Risiken verbunden als bislang angenommen.

Weniger postpartale Depressionen nach Esketamin-Einmalgabe

Bislang gibt es kein Medikament zur Prävention von Wochenbettdepressionen. Das Injektionsanästhetikum Esketamin könnte womöglich diese Lücke füllen.

„Psychotherapie ist auch bei sehr alten Menschen hochwirksam!“

22.04.2024 DGIM 2024 Kongressbericht

Die Kombination aus Medikamenten und Psychotherapie gilt als effektivster Ansatz bei Depressionen. Das ist bei betagten Menschen nicht anders, trotz Besonderheiten.

Auf diese Krankheiten bei Geflüchteten sollten Sie vorbereitet sein

22.04.2024 DGIM 2024 Nachrichten

Um Menschen nach der Flucht aus einem Krisengebiet bestmöglich medizinisch betreuen zu können, ist es gut zu wissen, welche Erkrankungen im jeweiligen Herkunftsland häufig sind. Dabei hilft eine Internetseite der CDC (Centers for Disease Control and Prevention).

Update Psychiatrie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.