TABLE 1.
Specific Stressor and Studya | Designb | N | Female (%) | Mean Age | Location | Stress Assessment | Stressor | Outcome Measurec | G×E Interactiond |
---|---|---|---|---|---|---|---|---|---|
Childhood maltreatment | |||||||||
Caspi (2003) [R, M] | Longitudinal | 847 | 50 | 26 | New Zealand | Objective/interview | Child maltreatment | Diagnosis of depression | Yes: additive |
Kaufman (2004/2006)e | Cross-sectional | 196 | 51 | 9 | U.S. | Objective | Child abuse | MFQ | Yes: recessive |
Cicchetti (2007) | Cross-sectional | 339 | 47 | 17 | U.S. | Objective | Child abuse | Anxious/depressed symptoms (ASEBA) | Yes (sexual abuse): recessive |
Wichers (2008) | Cross-sectional | 394 | 100 | 18–64 years | Belgium | Questionnaire | Childhood Trauma Questionnaire (items concerning sexual and physical abuse were omitted) | SCL-90; SCID depressive symptoms | No (3-way interaction between 5-HTTLPR S carriage, BDNF Met carriage, and childhood maltreatment) |
Aguilera (2009) | Cross-sectional | 534 | 55 | 23 | Spain | Questionnaire | Childhood Trauma Questionnaire | SCL-90-R | Yes (sexual abuse): dominant |
Aslund (2009) | Cross-sectional | 1,482 | 48 | 17–18 years | Sweden | Questionnaire | Quarrels between parents; violence between parents; physical maltreatment; psychological maltreatment. | Depression Self-Rating Scale | Yes (females): additive |
Benjet (2010) | Cross-sectional | 78 | 100 | 10 to 14 years | U.S. | Questionnaire | Victims of relational aggression | Children’s Depression Inventory | Yes: recessive |
Kumsta (in press) | Longitudinal | 125 | NA | Assessed at ages 11 and 15 years | England | Objective | Institution rearing between 6–42 months in Romanian orphanages | Depressive symptoms (CAPA, Rutter Child Scale; Strengths & Difficulties Questionnaire) | Yes: additive |
Sugden (in press) | Longitudinal | 2,017 | 51 | 12 | England | Interview | Victims of bullying | Anxious/depressed symptoms (ASEBA) | Yes: additive |
Medical conditionsf | |||||||||
Mossner (2001) | Exposed Only | 72 | 46 | NA | Germany | Objective | Patients with idiopathic Parkinson’s disease | Hamilton Rating Scale for Depression | Yes: additive |
Grabe (2005) [R]g | Cross-sectional | 976 | 60 | 52 | Germany | Questionnaire | Number of chronic diseases | von Zerssen’s Complaints Scale (psychological and somatic symptoms) | Yes (females): dominant |
Lenze (2005) | Exposed only | 23 | 87 | 77 | U.S. | Objective | Rehabilitation-hospital patients with hip fracture | Diagnosis of depression | Yes: dominant |
Nakatani (2005) | Exposed only | 2,509 | 25 | 64 | Japan | Objective | Patients with acute myocardial infarction | Zung Self-rating Depression Scale | Yes: dominant |
Ramasubbu (2006) | Exposed only | 51 | NA | 60 | Canada | Objective | Stroke survivors | Diagnosis of depression | Yes: dominant |
Otte (2007) | Exposed only | 557 | 15 | 68 | U.S. | Objective | Patients with documented coronary disease | Diagnosis of depression | Yes: dominant |
Kohen (2008) | Exposed only | 150 | 37 | 60 | U.S. | Objective | Stroke survivors | Geriatric Depression Scale | Yes: recessive |
McCaffery (2008) | Exposed only | 977 | 21 | 59 | Canada | Objective | Patients with established cardiovascular disease | BDI | No |
Kim (2009) | Longitudinal | 521 | 55 | 72 | Korea | Questionnaire | Number of chronic health problems | Diagnosis of depression | Yes: recessive |
Other stressors | |||||||||
Kilpatrick (2007) | Cross-sectional | 589 | 64–77 | > 60 | U.S. | Objective/questionnaire | Hurricane exposure + low social support 6 months before the hurricane | Diagnosis of depression | Yes: additive |
Brummet (2008) | Cross-sectional | 288 | 75 | 58 | U.S. | Objective | Caregivers of patients with Alzheimer’s disease/dementia | CES-D | Yes (females): additive |
Full references are available in a data supplement that accompanies the online version of this article. Studies included in the Risch et al. meta-analysis are marked with an [R]; studies included in the Munafo et al. meta-analysis are marked with an [M].
Case only designs studied depressed patients, and the parameter of interest was whether genotype distinguished cases who had the environmental exposure. Case-control designs compared depressed patients and healthy subjects on genetic and environmental risk factors. Cross-sectional designs studied the association between genetic and environmental factors and depression phenotypes at a point time. All three designs are prone to bias because information about the exposure is assessed retrospectively. Information bias can be minimized by careful instrument construction, by seeking an objective record of the exposure, or by obtaining information about the exposure and the outcome from independent sources. Longitudinal designs usually assess the environmental exposure before the outcome, thereby minimizing some biases. However, many G×E studies that have been carried out in the context of prospective longitudinal studies have collected exposure information retrospectively at the same time as collecting outcome information, thereby undermining the strength of the design. Exposed-only designs studied individuals selected on the basis of their environmental exposure, and the parameter of interest was whether genotype was associated with depression outcome.
BDI: Beck Depression Inventory; CES-D: Center for Epidemiologic Studies Depression Scale; MFQ: Mood & Feelings Questionnaire; ASEBA: Achenbach System of Empirically Based Assessment; SCL-90: Symptom Checklist; CAPA: Child and Adolescent Psychiatric Assessment.
Information in parentheses indicates whether the interaction was conditional (e.g., for one sex only, for a specific measure, etc.). Genetic models are generally not systematically compared in the reports and our rating is based on having read the method and results sections of each paper.
The initial report contained 101 children. The second report contained 196 children, including those in the original report.
A consideration in studies of depression-inducing medical illnesses is whether these illnesses index “psychological stress” or an independent biological mechanism that is part and parcel of the medical illness. The latter possibility is suggested by evidence that depression is linked to abnormalities in endogenous cytokines and that stimulating proinflammatory cytokines induces depression, especially among 5-HTTLPR S-carriers (in some [Bull, 2008; Lotrich, 2009] but not all [Kraus, 2007] studies). Because the etiology of depression following medical illness is multifactorial, involving both psychological and biological mechanisms, it is not yet possible to tell what part of the “stress of being ill” is moderated by the 5-HTTLPR in these studies.
This report also analyzed unemployment as a stressor and found that unemployed S carriers reported more psychological and somatic symptoms. This interaction was observed among females, but not among males.