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Meta-analysis of gene–environment interactions in developmental psychopathology
Abstract
As studies of measured gene–environment interactions (G × E) in developmental psychopathology gain momentum, methods for systematically and quantitatively summarizing effects across multiple studies are urgently needed. Meta-analyses of G × E findings are critical for evaluating the overall statistical and theoretical significance of any given G × E based on cumulative and systematically combined knowledge. Although meta-analytic methods for the combination of study findings based on single effect measures such as odds ratios and mean differences are well established, equivalent methods for the meta-analysis of studies investigating interactions are not well developed. This article describes one simple approach to the meta-analysis of G × E effects using, as a contemporaneous example, the interaction of the monoamine oxidase A ( MAOA ) gene and the impact of childhood maltreatment on risk for developing antisocial behavior.
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“children carrying specific genetic variants are at increased risk for behavioral problems in later life, but only when raised in dysfunctional families [33]”
From Prevention and early intervention in youth mental health: is it time for a multidisciplinary and trans-diagnostic model for care? (2020) · cites this paper as [33]
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“Nevertheless, three independent meta-analyses to this date (Kim-Cohen et al., 2006; Taylor and Kim-Cohen, 2007; Byrd and Manuck, 2014) have validated the existence of this G × E interaction and detected an effect size of approximately 0.”
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“…transactional perspective (Sameroff & Chandler, 1975; see also recent theory and research related to Gene × Environment interaction, Cicchetti, 2007; Taylor & Kim-Cohen, 2007), attachment theorists have proposed a model that places childhood attachment “ in the context of a large array of…”
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“…the MAO-A short allele predict antisocial behavior in boys (Caspi et al., 2002; Foley et al., 2004; Kim-Cohen et al., 2006; Nilsson et al., 2007; Taylor & Kim-Cohen, 2007; Widom & Brzustowicz, 2006), though some investigations have not replicated this finding (e.g., Prichard, Mackinnon, Jorm, &…”
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Kim‐Cohen, J., & Gold, A. L. (2009) · Current Directions in Psychological Science · doi:10.1111/j.1467-8721.2009.01624.x · Cited by 105
“…can be definitively confirmed, both findings have been replicated in several independent studies and a meta-analysis (Kim-Cohen et al., 2006; Taylor & Kim-Cohen, 2007; Uher & McGuffin, 2007), indicating that, rather than having a direct and linear association to mental health outcomes,…”
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“…environmental adversity as there have now been many published studies showing that the MAOA variant low-activity alleles increase the risk of antisocial behaviour only in the presence of early adversity (Caspi et al., 2002; Kim-Cohen et al., 2006; Taylor and Kim-Cohen, 2007; Thapar et al., 2007).”
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Haberstick, B. C., Lessem, J. M., Hewitt, J. K., Smolen, A., Hopfer, C. J., Halpern, C. T., Killeya‐Jones, L. A., Boardman, J. D., Tabor, J. W., Siegler, I. C., et al. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.03.028 · Cited by 99
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“…phenotypes as childhood temperament, early cognitive abilities, juvenile and adult antisocial behavior, and depression (Caspi et al., 2002, 2003, 2007; Cicchetti, Rogosch, & Sturge-Apple, 2007; Moffitt, Caspi, & Rutter, 2005; Scheese, Voelker, Rothbart, & Posner, 2007; Taylor & Kim-Cohen, 2007).”
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“Thus the MAOA finding was subjected to a meta-analysis that confirmed the significant G×E, the statistical significance being evident with or without the original Dunedin study (Kim-Cohen et al. 2006; Taylor and Kim-Cohen 2007).”
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“Several other groups confirmed and expanded upon this research over the next 5 years [23].”
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“G E interactions have been found for MAOA and adversity (Prom-Wormley et al., 2009), life trauma (Frazzetto et al., 2007), and child maltreatment (Taylor & Kim-Cohen, 2007).”
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“Studies examining the biosocial underpinnings of behavior are continuing to provide evidence that both heritable influences and environmental risk factors may work closely together to condition the emergence of antisocial phenotypes [Kim-Cohen et al., 2006; Taylor and Kim-Cohen, 2007].”
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“However, methods for the meta-analysis of studies investigating interactions are not well developed (Taylor and Kim-Cohen, 2007).”
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“…over 5,800 participants—support the association between MAOA and antisocial behavior by maltreated boys (Byrd & Manuck, 2014; Kim-Cohen et al., 2006; Taylor & Kim-Cohen, 2007).1 Further supporting this finding, the same gene– environment interaction was found to be associated with symptoms of…”
Mechanisms of Gene-Environment Interaction Effects in the Development of Conduct Disorder
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“Taylor and Kim-Cohen (2007) meta-analyzed seven studies ofMAOA Maltreatment interactions and found a .30 pooled estimate of maltreatment effect within lowMAOA activity groups, in contrast with a .13 pooled estimate within high MAOA activity groups.”
ResultCatania, L. S., Hetrick, S. E., Newman, L. K., & Purcell, R. (2011) · Advances in Mental Health · doi:10.5172/jamh.2011.10.1.6 · Cited by 41
“…demonstrated a link between a measured genotype and environmental condition for a psychiatric outcome, such that individuals who carried a particular form of a gene were at increased risk for developing antisocial behaviour disorders when subjected to maltreatment (see Taylor & Kim-Cohen, 2007).”
BackgroundKinnally, E. L., Karere, G. M., Lyons, L. A., Mendoza, S. P., Mason, W. A., & Capitanio, J. P. (2010) · Development and Psychopathology · doi:10.1017/s0954579409990241 · Cited by 41
“…as children showed an increased risk for antisocial behavior (Caspi et al., 2002; Foley et al., 2004; Kim-Cohen et al., 2006; Nilsson et al., 2007; Taylor & Kim-Cohen, 2007; Vanyukov et al., 2007; although see Haberstick et al., 2005) impulsivity (Huang et al., 2004), and aggression (Frazzetto et…”
Briggs‐Gowan, M. J., Estabrook, R., Henry, D. B., Grasso, D. J., Burns, J. L., McCarthy, K. J., Pollak, S. D., & Wakschlag, L. S. (2018) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2018.06.006 · Cited by 41
Psychiatric Genetics in Child Custody Proceedings: Ethical, Legal, and Social Issues
Sabatello, M., & Appelbaum, P. S. (2016) · Current Genetic Medicine Reports · doi:10.1007/s40142-016-0093-2 · Cited by 41
Kieling, C., Hutz, M. H., Genro, J. P., Polanczyk, G. V., Anselmi, L., Camey, S. A., Hallal, P. C., Barros, F. C., Victora, C. G., Menezes, A. M. B., et al. (2012) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12022 · Cited by 39
“The one existing meta-analysis (Taylor & Kim-Cohen, 2007) confirmed the existence of G · E as correlation coefficients between antisocial behavior and maltreatment varied according to MAOA genotype status (0.30; 95%IC 0.24–0.36 for the low activity group and 0.13; 95%IC 0.09–0.17 for the high…”
MethodInfluentialGenetic and Neuroimaging Features of Personality Disorders: State of the Art
Ma, G., Fan, H., Shen, C., & Wang, W. (2016) · Neuroscience Bulletin · doi:10.1007/s12264-016-0027-8 · Cited by 47
MAOA expression predicts vulnerability for alcohol use
Cervera‐Juanes, R. P., Wilhem, L., Park, B., Lee, R. S., Locke, J., Helms, C., Gonzales, S., Wand, G. S., Jones, S. R., Grant, K. A., et al. (2015) · Molecular Psychiatry · doi:10.1038/mp.2015.93 · Cited by 38
Miczek, K. A., Nikulina, E. M., Takahashi, A., Covington, H. E., Yap, J. J., Boyson, C. O., Shimamoto, A., & de Almeida, R. M. M. (2011) · Behavior Genetics · doi:10.1007/s10519-011-9462-5 · Cited by 40
“Studies in molecular biology have begun to provide tools for studying how experiences in aggressive confrontations alter the activity of corticolimbic cells, via both genomic and nongenomic action (e.g., Caspi et al. 2002; Craig and Halton 2009; Day et al. 2011; Lesch and Merschdorf 2000; Taylor and Kim-Cohen 2007; Te…”
BackgroundCordero, M. I., Just, N., Poirier, G. L., & Sandi, C. (2016) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2015.11.017 · Cited by 38
“…biological parents have shown a significant increase in aggressive behavior when they were raised in an adverse environment (Cadoret et al., 1995; Caspi et al., 2002; Taylor and Kim-Cohen, 2007), other studies have failed to reproduce these results (Mednick et al., 1984; Willerman et al., 1992).”
ResultThe neurobiology of maltreatment and adolescent violence
McCrory, E. J. P., & Viding, E. M. (2010) · The Lancet · doi:10.1016/s0140-6736(10)60842-2 · Cited by 32
Haegerich, T. M., & Hall, J. E. (2011) · American Journal of Lifestyle Medicine · doi:10.1177/1559827611410263 · Cited by 29
Allen, D. G., Langthorne, P., Tonge, B. J., Emerson, E., McGill, P., Fletcher, R., Došen, A., & Kennedy, C. H. (2013) · Journal of Applied Research in Intellectual Disabilities · doi:10.1111/jar.12050 · Cited by 28
MAOA and male antisocial behavior: A review
Eme, R. F. (2013) · Aggression and Violent Behavior · doi:10.1016/j.avb.2013.02.001 · Cited by 32
Hart, H. C., Lim, L. L., Mehta, M. A., Curtis, C. J. C., Xu, X., Breen, G. D., Simmons, A., Mirza, K., & Rubia, K. (2018) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2018.00007 · Cited by 27
“…(Olsson et al., 2005; Surtees et al., 2006; Chipman et al., 2007; Chorbov et al., 2007; Laucht et al., 2009) and with the low activity variant of the MAOA-uVNTR polymorphism (Caspi et al., 2002; Kim-Cohen et al., 2006; Cicchetti et al., 2007; Taylor and Kim-Cohen, 2007; Weder et al., 2009).”
BackgroundNature, nurture and socioeconomic policy—What can we learn from molecular genetics?
Lundborg, P., & Stenberg, A. (2010) · Economics & Human Biology · doi:10.1016/j.ehb.2010.08.002 · Cited by 29
Imaging–Genetics Applications in Child Psychiatry
Pine, D. S., Ernst, M., & Leibenluft, E. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2009.12.022 · Cited by 24
Behavioral Genetics in Criminal and Civil Courts
Sabatello, M., & Appelbaum, P. S. (2017) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000141 · Cited by 28
Byrd, A. L., Manuck, S. B., Hawes, S. W., Vebares, T. J., Nimgaonkar, V. L., Chowdari, K. V., Hipwell, A. E., Keenan, K. E., & Stepp, S. D. (2018) · Development and Psychopathology · doi:10.1017/s0954579417001900 · Cited by 29
Behavioral Biomarkers: What Are They Good For?
Baum, M. L., & Savulescu, J. (2013) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199844180.003.0002 · Cited by 23
Women and Girls with Psychopathic Characteristics
Nicholls, T. L., Odgers, C. L., & Cooke, D. J. (2008) · Wiley eBooks · doi:10.1002/9780470516157.ch21 · Cited by 22
Metadata
- Authors
- Taylor, A., & Kim-Cohen, J.
- Affiliations
- King's College London (GB)
- Yale University
- Corresponding author
- Taylor, Alan
- Venue
- Development and Psychopathology
- Publisher
- Cambridge University Press (CUP)
- Published
- 2007
- Volume
- 19
- Issue
- 4
- Pages
- 1029-1037
- ISSN
- 0954-5794 (ISSN-L)
- 1469-2198
- OpenAlex
- W2133897913
- Cited by
- 227
- References
- 56
- Citations by year
- 2025: 2 · 2024: 2 · 2023: 6 · 2022: 2 · 2021: 1 · 2020: 29 · 2019: 6 · 2018: 8 · 2017: 11 · 2016: 10 · 2015: 15 · 2014: 21 · 2013: 24 · 2012: 17
- FWCI
- 3.64
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Development and Psychopathology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Social Sciences › Psychology › Clinical Psychology › Psychopathy, Forensic Psychiatry, Sexual Offending
- Keywords
- gene-environment interaction, developmental psychopathology, monoamine oxidase A, MAOA gene, child abuse, antisocial behavior
- MeSH terms
- Adolescent, Adult, Antisocial Personality Disorder, Mental Disorders, Child, Child Abuse, Developmental Disabilities, Child, Preschool, Crime, Genotype, Humans, Infant, Longitudinal Studies, Monoamine Oxidase, Social Environment, Meta-Analysis as Topic, Odds Ratio, Conduct Disorder, Genetic Predisposition to Disease
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