Applying Novel Methods for Assessing Individual- and Neighborhood-Level Social and Psychosocial Environment Interactions with Genetic Factors in the Prediction of Depressive Symptoms in the Multi-Ethnic Study of Atherosclerosis

被引:5
|
作者
Ware, Erin B. [1 ,2 ]
Smith, Jennifer A. [2 ]
Mukherjee, Bhramar [3 ]
Lee, Seunggeun [3 ]
Kardia, Sharon L. R. [2 ]
Diez-Roux, Ana V. [4 ]
机构
[1] Univ Michigan, Inst Social Res, 4614 SPH Tower,1415 Washington Hts, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USA
[4] Drexel Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Philadelphia, PA 19104 USA
关键词
Gene x environment; Depressive symptoms; GESAT; Gene-set testing; Gene environment set association testing; SEROTONIN TRANSPORTER GENE; STRESSFUL LIFE EVENTS; LINKAGE DISEQUILIBRIUM; MAJOR DEPRESSION; HUMAN GENOME; ASSOCIATION; RISK; POLYMORPHISM; METAANALYSIS; MODERATION;
D O I
10.1007/s10519-015-9734-6
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Complex illnesses, like depression, are thought to arise from the interplay between psychosocial stressors and genetic predispositions. Approaches that take into account both personal and neighborhood factors and that consider gene regions as well as individual SNPs may be necessary to capture these interactions across race and ethnic groups. We used novel gene-region based analysis methods [Sequence Kernel Association Test (SKAT) and meta-analysis (MetaSKAT), gene-environment set association test (GESAT)], as well as traditional linear models to identify gene region and SNP x psychosocial factor interactions at the individual- and neighborhood-level, across multiple race/ethnicities. Multiple regions identified in SKAT analyses showed evidence of a significant gene-region association with averaged depressive symptom scores across race/ethnicity (MetaSKAT p values < 0.001). One region x neighborhood-environment interaction was significantly associated with averaged depressive symptom score across race/ethnicity after multiple testing correction (chr 18:21454070-21494070, Fisher's combined p value = 0.001). The examination of gene regions jointly with environmental factors measured at multiple levels (individuals and their contexts) may shed light on the etiology of depressive illness across race/ethnicities.
引用
收藏
页码:89 / 99
页数:11
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