TY - JOUR
T1 - Mediating Role of Lifestyle Behaviors in the Association between Education and Cancer
T2 - Results from the European Prospective Investigation into Cancer and Nutrition
AU - Macciotta, Alessandra
AU - Catalano, Alberto
AU - Giraudo, Maria Teresa
AU - Weiderpass, Elisabete
AU - Ferrari, Pietro
AU - Freisling, Heinz
AU - Colorado-Yohar, Sandra M.
AU - Santiuste, Carmen
AU - Amiano, Pilar
AU - Heath, Alicia K.
AU - Ward, Heather A.
AU - Christakoudi, Sofia
AU - Vineis, Paolo
AU - Singh, Deependra
AU - Vaccarella, Salvatore
AU - Schulze, Matthias B.
AU - Hiensch, Anouk E.
AU - Monninkhof, Evelyn M.
AU - Katzke, Verena
AU - Kaaks, Rudolf
AU - Tumino, Rosario
AU - Lazzarato, Fulvio
AU - Milani, Lorenzo
AU - Agudo, Antonio
AU - Dahm, Christina C.
AU - Baglietto, Laura
AU - Perduca, Vittorio
AU - Severi, Gianluca
AU - Grioni, Sara
AU - Panico, Salvatore
AU - Ardanaz, Eva
AU - Borch, Kristin B.
AU - Benebo, Faith O.
AU - Braaten, Tonje
AU - Sánchez, Maria Jose
AU - Giachino, Claudia
AU - Sacerdote, Carlotta
AU - Ricceri, Fulvio
N1 - Publisher Copyright:
©2022 American Association for Cancer Research.
PY - 2023/1/9
Y1 - 2023/1/9
N2 - BACKGROUND: Many studies have shown that socioeconomic position (SEP) is associated with the incidence of malignant tumors at different sites. This study aims to estimate the association between educational level (as proxy for SEP) and cancer incidence and to understand whether the observed associations might be partially explained by lifestyle behaviors. METHODS: The analyses were performed on data from the European Prospective Investigation into Cancer and Nutrition (EPIC) study, globally and by sex. We used Cox proportional hazards models together with mediation analysis to disentangle the total effect (TE) of educational level [measured through the Relative Index of Inequality (RII)] on cancer incidence into pure direct (PDE) and total indirect (TIE) effect, unexplained and explained by mediators, respectively. PDE and TIE were then combined to compute the proportions mediated (PM). RESULTS: After an average of 14 years of follow-up, 52,422 malignant tumors were ascertained. Low educated participants showed higher risk of developing stomach, lung, kidney (in women), and bladder (in men) cancers, and, conversely, lower risk of melanoma and breast cancer (in post-menopausal women), when compared with more educated participants. Mediation analyses showed that portions of the TE of RII on cancer could be explained by site-specific related lifestyle behaviors for stomach, lung, and breast (in women). CONCLUSIONS: Cancer incidence in Europe is determined at least in part by a socioeconomically stratified distribution of risk factors. IMPACT: These observational findings support policies to reduce cancer occurrence by altering mediators, such as lifestyle behaviors, particularly focusing on underprivileged strata of the population.
AB - BACKGROUND: Many studies have shown that socioeconomic position (SEP) is associated with the incidence of malignant tumors at different sites. This study aims to estimate the association between educational level (as proxy for SEP) and cancer incidence and to understand whether the observed associations might be partially explained by lifestyle behaviors. METHODS: The analyses were performed on data from the European Prospective Investigation into Cancer and Nutrition (EPIC) study, globally and by sex. We used Cox proportional hazards models together with mediation analysis to disentangle the total effect (TE) of educational level [measured through the Relative Index of Inequality (RII)] on cancer incidence into pure direct (PDE) and total indirect (TIE) effect, unexplained and explained by mediators, respectively. PDE and TIE were then combined to compute the proportions mediated (PM). RESULTS: After an average of 14 years of follow-up, 52,422 malignant tumors were ascertained. Low educated participants showed higher risk of developing stomach, lung, kidney (in women), and bladder (in men) cancers, and, conversely, lower risk of melanoma and breast cancer (in post-menopausal women), when compared with more educated participants. Mediation analyses showed that portions of the TE of RII on cancer could be explained by site-specific related lifestyle behaviors for stomach, lung, and breast (in women). CONCLUSIONS: Cancer incidence in Europe is determined at least in part by a socioeconomically stratified distribution of risk factors. IMPACT: These observational findings support policies to reduce cancer occurrence by altering mediators, such as lifestyle behaviors, particularly focusing on underprivileged strata of the population.
UR - http://www.scopus.com/inward/record.url?scp=85145955441&partnerID=8YFLogxK
U2 - 10.1158/1055-9965.EPI-22-0777
DO - 10.1158/1055-9965.EPI-22-0777
M3 - Article
C2 - 36306379
AN - SCOPUS:85145955441
SN - 1055-9965
VL - 32
SP - 132
EP - 140
JO - Cancer Epidemiology Biomarkers and Prevention
JF - Cancer Epidemiology Biomarkers and Prevention
IS - 1
ER -