Literature DB >> 22958333

Body mass index and depressive symptoms: instrumental-variables regression with genetic risk score.

M Jokela1, M Elovainio2, L Keltikangas-Järvinen1, G D Batty3,4, M Hintsanen1,5, I Seppälä6,7, M Kähönen8, J S Viikari9, O T Raitakari10, T Lehtimäki6,7, M Kivimäki1,3.   

Abstract

The causal role of obesity in the development of depression remains uncertain. We applied instrumental-variables regression (Mendelian randomization) to examine the association of adolescent and adult body mass index (BMI) with adult depressive symptoms. Participants were from the Young Finns prospective cohort study (n = 1731 persons, 2844 person-observations), with repeated measurements of BMI and depressive symptoms (modified Beck's Depression Inventory). Genetic risk score of 31 single nucleotide polymorphisms previously identified as robust genetic markers of body weight was used as a proxy for variation in BMI. In standard linear regression analysis, higher adult depressive symptoms were predicted by higher adolescent BMI (B = 0.33, CI = 0.06-0.60, P = 0.017) and adult BMI (B = 0.47, CI = 0.32-0.63, P < 0.001). These associations were replicated in instrumental-variables analysis with genetic risk score as instrument (B = 1.96, CI = 0.03-3.90, P = 0.047 for adolescent BMI; B = 1.08, CI = 0.11-2.04, P = 0.030 for adult BMI). The association for adolescent BMI was significantly stronger in the instrumented analysis compared to standard regression (P = 0.04). These findings provide additional evidence to support a causal role for high BMI in increasing symptoms of depression. However, the present analysis also demonstrates potential limitations of applying Mendelian randomization when using complex phenotypes.
© 2012 The Authors. Genes, Brain and Behavior © 2012 Blackwell Publishing Ltd and International Behavioural and Neural Genetics Society.

Entities:  

Keywords:  Adolescence; Mendelian randomization; adulthood; body mass index; depression; genetic risk score; instrumental variables; obesity

Mesh:

Substances:

Year:  2012        PMID: 22958333     DOI: 10.1111/j.1601-183X.2012.00846.x

Source DB:  PubMed          Journal:  Genes Brain Behav        ISSN: 1601-183X            Impact factor:   3.449


  11 in total

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2.  Commentary: building an evidence base for mendelian randomization studies: assessing the validity and strength of proposed genetic instrumental variables.

Authors:  Eric J Tchetgen Tchetgen; Stefan Walter; M Maria Glymour
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3.  Multi-Polygenic Score Approach to Identifying Individual Vulnerabilities Associated With the Risk of Exposure to Bullying.

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4.  Revisiting Mendelian randomization studies of the effect of body mass index on depression.

Authors:  Stefan Walter; Laura D Kubzansky; Karestan C Koenen; Liming Liang; Eric J Tchetgen Tchetgen; Marilyn C Cornelis; Shun-Chiao Chang; Eric Rimm; Ichiro Kawachi; M Maria Glymour
Journal:  Am J Med Genet B Neuropsychiatr Genet       Date:  2015-02-05       Impact factor: 3.568

5.  The impact of BMI on mental health: Further evidence from genetic markers.

Authors:  Vikesh Amin; Carlos A Flores; Alfonso Flores-Lagunes
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6.  Body mass index and psychiatric disorders: a Mendelian randomization study.

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Journal:  Sci Rep       Date:  2016-09-07       Impact factor: 4.379

7.  Obesity and atypical depression symptoms: findings from Mendelian randomization in two European cohorts.

Authors:  Giorgio Pistis; Yuri Milaneschi; Caroline L Vandeleur; Aurélie M Lasserre; Brenda W J H Penninx; Femke Lamers; Dorret I Boomsma; Jouke-Jan Hottenga; Pedro Marques-Vidal; Peter Vollenweider; Gérard Waeber; Jean-Michel Aubry; Martin Preisig; Zoltán Kutalik
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8.  Association of metabolically healthy obesity with depressive symptoms: pooled analysis of eight studies.

Authors:  M Jokela; M Hamer; A Singh-Manoux; G D Batty; M Kivimäki
Journal:  Mol Psychiatry       Date:  2013-12-03       Impact factor: 15.992

9.  Relationship between obesity and the risk of clinically significant depression: Mendelian randomisation study.

Authors:  Chi-Fa Hung; Margarita Rivera; Nick Craddock; Michael J Owen; Michael Gill; Ania Korszun; Wolfgang Maier; Ole Mors; Martin Preisig; John P Rice; Marcella Rietschel; Lisa Jones; Lefkos Middleton; Kathy J Aitchison; Oliver S P Davis; Gerome Breen; Cathryn Lewis; Anne Farmer; Peter McGuffin
Journal:  Br J Psychiatry       Date:  2014-05-08       Impact factor: 9.319

10.  Weight change increases the odds of psychological distress in middle age: bidirectional analyses from the Whitehall II Study.

Authors:  Anika Knüppel; Martin J Shipley; Clare H Llewellyn; Eric J Brunner
Journal:  Psychol Med       Date:  2018-11-20       Impact factor: 7.723

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