The mediating role of combined lifestyle factors on the relationship between education and gastric cancer in the Stomach cancer Pooling (StoP) Project

被引:8
作者
Alicandro, Gianfranco [1 ,2 ]
Bertuccio, Paola [3 ,4 ]
Collatuzzo, Giulia [5 ]
Pelucchi, Claudio [4 ]
Bonzi, Rossella [4 ]
Liao, Linda M. [6 ]
Rabkin, Charles S. [6 ]
Sinha, Rashmi [6 ]
Negri, Eva [4 ,5 ,7 ]
Dalmartello, Michela [4 ]
Zaridze, David [8 ]
Maximovich, Dmitry [8 ]
Vioque, Jesus [9 ,10 ]
Garcia de la Hera, Manoli [9 ,10 ]
Tsugane, Shoichiro [11 ,12 ]
Hidaka, Akihisa [11 ]
Hamada, Gerson Shigueaki [13 ]
Lopez-Carrillo, Lizbeth [14 ]
Hernandez-Ramirez, Raul Ulises [15 ]
Malekzadeh, Reza [16 ]
Pourfarzi, Farhad [17 ]
Zhang, Zuo-Feng [18 ]
Kurtz, Robert C. [19 ]
Camargo, M. Constanza [6 ]
Curado, Maria Paula [20 ]
Lunet, Nuno [21 ,22 ,23 ]
Boffetta, Paolo [5 ,24 ]
La Vecchia, Carlo [4 ]
机构
[1] Univ Milan, Dept Pathophysiol & Transplantat, Milan, Italy
[2] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Cyst Fibrosis Ctr, Milan, Italy
[3] Univ Pavia, Dept Publ Hlth Expt & Forens Med, Pavia, Italy
[4] Univ Milan, Dept Clin Sci & Community Hlth, Milan, Italy
[5] Univ Bologna, Dept Med & Surg Sci, Bologna, Italy
[6] NCI, Div Canc Epidemiol & Genet, NIH, Rockville, MD USA
[7] Pegaso Online Univ, Naples, Italy
[8] NN Blokhin Natl Med Res Ctr Oncol, Dept Clin Epidemiol, Moscow, Russia
[9] Univ Miguel Hernandez ISABIAL UMH, Inst Invest Sanitaria & Biomed Alicante, Alicante, Spain
[10] Consortium Biomed Res Epidemiol & Publ Hlth CIBER, Madrid, Spain
[11] Natl Canc Ctr, Ctr Publ Hlth Sci, Epidemiol & Prevent Grp, Tokyo, Japan
[12] Natl Inst Hlth & Nutr, Natl Inst Biomed Innovat Hlth & Nutr, Tokyo, Japan
[13] Nikkei Dis Prevent Ctr, Sao Paulo, SP, Brazil
[14] Mexico Natl Inst Publ Hlth, Cuernavaca, Morelos, Mexico
[15] Yale Sch Publ Hlth, Yale Sch Med, Dept Biostat, New Haven, CT USA
[16] Univ Tehran Med Sci, Digest Oncol Res Ctr, Digest Dis Res Inst, Tehran, Iran
[17] Ardabil Univ Med Sci, Digest Dis Res Ctr, Ardebil, Iran
[18] UCLA Fielding Sch Publ Hlth & Jonsson Comprehens, Dept Epidemiol, Los Angeles, CA USA
[19] Mem Sloan Kettering Canc Ctr, Dept Med, 1275 York Ave, New York, NY 10021 USA
[20] Ctr Int Pesquisa, AC Camargo Canc Ctr, Sao Paulo, Brazil
[21] Univ Porto, EPIUnit, Inst Saude Publ, Porto, Portugal
[22] Lab Invest Integrat & Translac Saude Populac ITR, Porto, Portugal
[23] Univ Porto, Dept Ciencias Saude Publ & Forenses & Educ Med, Fac Med, Porto, Portugal
[24] SUNY Stony Brook, Stony Brook Canc Ctr, Stony Brook, NY USA
关键词
HELICOBACTER-PYLORI INFECTION; RISK-FACTORS; DIETARY-INTAKE; OCCUPATIONAL EXPOSURES; JAPANESE BRAZILIANS; ALCOHOL-CONSUMPTION; METAANALYSIS; MORTALITY; ADENOCARCINOMA; BEHAVIORS;
D O I
10.1038/s41416-022-01857-9
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background The causal pathway between high education and reduced risk of gastric cancer (GC) has not been explained. The study aimed at evaluating the mediating role of lifestyle factors on the relationship between education and GC Methods Ten studies with complete data on education and five lifestyle factors (smoking, alcohol drinking, fruit and vegetable intake, processed meat intake and salt consumption) were selected from a consortium of studies on GC including 4349 GC cases and 8441 controls. We created an a priori score based on the five lifestyle factors, and we carried out a counterfactual-based mediation analysis to decompose the total effect of education on GC into natural direct effect and natural indirect effect mediated by the combined lifestyle factors. Effects were expressed as odds ratios (ORs) with a low level of education as the reference category. Results The natural direct and indirect effects of high versus low education were 0.69 (95% CI: 0.62-0.77) and 0.96 (95% CI: 0.95-0.97), respectively, corresponding to a mediated percentage of 10.1% (95% CI: 7.1-15.4%). The mediation effect was limited to men. Conclusions The mediation effect of the combined lifestyle factors on the relationship between education and GC is modest. Other potential pathways explaining that relationship warrants further investigation.
引用
收藏
页码:855 / 862
页数:8
相关论文
共 50 条
[1]   Educational inequality in cancer mortality: a record linkage study of over 35 million Italians [J].
Alicandro, Gianfranco ;
Frova, Luisa ;
Sebastiani, Gabriella ;
El Sayed, Iman ;
Boffetta, Paolo ;
La Vecchia, Carlo .
CANCER CAUSES & CONTROL, 2017, 28 (09) :997-1006
[2]   Citrus fruit intake and gastric cancer: The stomach cancer pooling (StoP) project consortium [J].
Bertuccio, Paola ;
Alicandro, Gianfranco ;
Rota, Matteo ;
Pelucchi, Claudio ;
Bonzi, Rossella ;
Galeone, Carlotta ;
Bravi, Francesca ;
Johnson, Kenneth C. ;
Hu, Jinfu ;
Palli, Domenico ;
Ferraroni, Monica ;
Lopez-Carrillo, Lizbeth ;
Lunet, Nuno ;
Ferro, Ana ;
Malekzadeh, Reza ;
Zaridze, David ;
Maximovitch, Dmitry ;
Vioque, Jesus ;
Navarrete-Munoz, Eva M. ;
Pakseresht, Mohammadreza ;
Hernandez-Ramirez, Raul U. ;
Lopez-Cervantes, Malaquias ;
Ward, Mary ;
Pourfarzi, Farhad ;
Tsugane, Shoichiro ;
Hidaka, Akihisa ;
Zhang, Zuo-Feng ;
Kurtz, Robert C. ;
Lagiou, Pagona ;
Lagiou, Areti ;
Boffetta, Paolo ;
Boccia, Stefania ;
Negri, Eva ;
La Vecchia, Carlo .
INTERNATIONAL JOURNAL OF CANCER, 2019, 144 (12) :2936-2944
[3]  
Boffetta P, 1997, IARC Sci Publ, P325
[4]   Healthy lifestyle index and risk of gastric adenocarcinoma in the EPIC cohort study [J].
Buckland, G. ;
Travier, N. ;
Huerta, J. M. ;
Bueno-de-Mesquita, H. B ;
Siersema, P. D. ;
Skeie, G. ;
Weiderpass, E. ;
Engeset, D. ;
Ericson, U. ;
Ohlsson, B. ;
Agudo, A. ;
Romieu, I. ;
Ferrari, P. ;
Freisling, H. ;
Colorado-Yohar, S. ;
Li, K. ;
Kaaks, R. ;
Pala, V. ;
Cross, A. J. ;
Riboli, E. ;
Trichopoulou, A. ;
Lagiou, P. ;
Bamia, C. ;
Boutron-Ruault, M. C. ;
Fagherazzi, G. ;
Dartois, L. ;
May, A. M. ;
Peeters, P. H. ;
Panico, S. ;
Johansson, M. ;
Wallner, B. ;
Palli, D. ;
Key, T. J. ;
Khaw, K. T. ;
Ardanaz, E. ;
Overvad, K. ;
Tjonneland, A. ;
Dorronsoro, M. ;
Sanchez, M. J. ;
Quiros, J. R. ;
Naccarati, A. ;
Tumino, R. ;
Boeing, H. ;
Gonzalez, C. A. .
INTERNATIONAL JOURNAL OF CANCER, 2015, 137 (03) :598-606
[5]   Meta-analysis using individual participant data: one-stage and two-stage approaches, and why they may differ [J].
Burke, Danielle L. ;
Ensor, Joie ;
Riley, Richard D. .
STATISTICS IN MEDICINE, 2017, 36 (05) :855-875
[6]   Exploring the interactions between Helicobacter pylori (Hp) infection and other risk factors of gastric cancer: A pooled analysis in the Stomach cancer Pooling (StoP) Project [J].
Collatuzzo, Giulia ;
Pelucchi, Claudio ;
Negri, Eva ;
Lopez-Carrillo, Lizbeth ;
Tsugane, Shoichiro ;
Hidaka, Akihisa ;
Hamada, Gerson Shigueaki ;
Hernandez-Ramirez, Raul Ulises ;
Lopez-Cervantes, Malaquias ;
Malekzadeh, Reza ;
Pourfarzi, Farhad ;
Mu, Lina ;
Zhang, Zuo-Feng ;
Lunet, Nuno ;
La Vecchia, Carlo ;
Boffetta, Paolo .
INTERNATIONAL JOURNAL OF CANCER, 2021, 149 (06) :1228-1238
[7]   Habitual salt intake and risk of gastric cancer: A meta-analysis of prospective studies [J].
D'Elia, Lanfranco ;
Rossi, Giovanni ;
Ippolito, Renato ;
Cappuccio, Francesco P. ;
Strazzullo, Pasquale .
CLINICAL NUTRITION, 2012, 31 (04) :489-498
[8]   Contribution of Behavioral Risk Factors and Obesity to Socioeconomic Differences in Colorectal Cancer Incidence [J].
Doubeni, Chyke A. ;
Major, Jacqueline M. ;
Laiyemo, Adeyinka O. ;
Schootman, Mario ;
Zauber, Ann G. ;
Hollenbeck, Albert R. ;
Sinha, Rashmi ;
Allison, Jeroan .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2012, 104 (18) :1353-1362
[9]   Epidemiology of Helicobacter pylori Infection [J].
Eusebi, Leonardo H. ;
Zagari, Rocco M. ;
Bazzoli, Franco .
HELICOBACTER, 2014, 19 :1-5
[10]  
Ferlay J, 2010, BREAST CANCER EPIDEMIOLOGY, P1, DOI 10.1007/978-1-4419-0685-4_1