Psychosocial factors, health behaviors and risk of cancer incidence: Testing interaction and effect modification in an individual participant data meta-analysis
Publication date
2024-05-15
Authors
Basten, Maartje
Pan, Kuan-Yu
van Tuijl, Lonneke A.
de Graeff, Alexander
Dekker, Joost
Hoogendoorn, Adriaan W
Lamers, Femke
Ranchor, Adelita V
Vermeulen, Roel
Portengen, L
Editors
Advisors
Supervisors
Document Type
Article
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cc_by
Abstract
Depression, anxiety and other psychosocial factors are hypothesized to be involved in cancer development. We examined whether psychosocial factors interact with or modify the effects of health behaviors, such as smoking and alcohol use, in relation to cancer incidence. Two-stage individual participant data meta-analyses were performed based on 22 cohorts of the PSYchosocial factors and CAncer (PSY-CA) study. We examined nine psychosocial factors (depression diagnosis, depression symptoms, anxiety diagnosis, anxiety symptoms, perceived social support, loss events, general distress, neuroticism, relationship status), seven health behaviors/behavior-related factors (smoking, alcohol use, physical activity, body mass index, sedentary behavior, sleep quality, sleep duration) and seven cancer outcomes (overall cancer, smoking-related, alcohol-related, breast, lung, prostate, colorectal). Effects of the psychosocial factor, health behavior and their product term on cancer incidence were estimated using Cox regression. We pooled cohort-specific estimates using multivariate random-effects meta-analyses. Additive and multiplicative interaction/effect modification was examined. This study involved 437,827 participants, 36,961 incident cancer diagnoses, and 4,749,481 person years of follow-up. Out of 744 combinations of psychosocial factors, health behaviors, and cancer outcomes, we found no evidence of interaction. Effect modification was found for some combinations, but there were no clear patterns for any particular factors or outcomes involved. In this first large study to systematically examine potential interaction and effect modification, we found no evidence for psychosocial factors to interact with or modify health behaviors in relation to cancer incidence. The behavioral risk profile for cancer incidence is similar in people with and without psychosocial stress.
Keywords
cancer incidence, health behaviors, individual participant data meta-analysis, interaction/effect modification, psychosocial factors, Oncology, Cancer Research, SDG 3 - Good Health and Well-being
Citation
Basten, M, Pan, K-Y, van Tuijl, L A, de Graeff, A, Dekker, J, Hoogendoorn, A W, Lamers, F, Ranchor, A V, Vermeulen, R, Portengen, L, Voogd, A C, Abell, J, Awadalla, P, Beekman, A T F, Bjerkeset, O, Boyd, A, Cui, Y, Frank, P, Galenkamp, H, Garssen, B, Hellingman, S, Huisman, M, Huss, A, Keats, M R, Kok, A A L, Krokstad, S, van Leeuwen, F E, Luik, A I, Noisel, N, Payette, Y, Penninx, B W J H, Rissanen, I, Roest, A M, Rosmalen, J G M, Ruiter, R, Schoevers, R A, Soave, D, Spaan, M, Steptoe, A, Stronks, K, Sund, E R, Sweeney, E, Twait, E L, Teyhan, A, Verschuren, W M M, van der Willik, K D & Geerlings, M I 2024, 'Psychosocial factors, health behaviors and risk of cancer incidence : Testing interaction and effect modification in an individual participant data meta-analysis', International Journal of Cancer, vol. 154, no. 10, pp. 1745-1759. https://doi.org/10.1002/ijc.34852