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Within the European Prospective Investigation into Cancer and nutrition study, 2402 incident BCL cases were diagnosed from 475\u2009426 participants that were followed\u2010up on average 14\u2009years. Standard and penalized Cox regression models as well as principal component analysis (PCA) were used to evaluate 84 exposures in relation to BCL risk. Standard and penalized Cox regression models showed a positive association between anthropometric measures and BCL and multiple myeloma\/plasma cell neoplasm (MM). The penalized Cox models additionally showed the association between several exposures from categories of physical activity, smoking status, medical history, socioeconomic position, diet and BCL and\/or the subtypes. PCAs confirmed the individual associations but also showed additional observations. The PC5 including anthropometry, was positively associated with BCL, diffuse large B\u2010cell lymphoma (DLBCL) and MM. There was a significant positive association between consumption of sugar and confectionary (PC11) and follicular lymphoma risk, and an inverse association between fish and shellfish and Vitamin D (PC15) and DLBCL risk. The PC1 including features of the Mediterranean diet and diet with lower inflammatory score showed an inverse association with BCL risk, while the PC7, including dairy, was positively associated with BCL and DLBCL risk. Physical activity (PC10) was positively associated with DLBCL risk among women. This study provided informative insights on the etiology of BCL.<\/jats:p>","DOI":"10.1002\/ijc.33369","type":"journal-article","created":{"date-parts":[[2020,10,31]],"date-time":"2020-10-31T21:00:07Z","timestamp":1604178007000},"page":"2115-2128","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["Association between anthropometry and lifestyle factors and risk of B\u2010cell lymphoma: An exposome\u2010wide analysis"],"prefix":"10.1002","volume":"148","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7572-9715","authenticated-orcid":false,"given":"Fatemeh","family":"Saberi Hosnijeh","sequence":"first","affiliation":[{"name":"Division of Environmental Epidemiology, Institute for Risk Assessment Sciences Utrecht University  Utrecht The Netherlands"},{"name":"Department of Immunology, Laboratory Medical Immunology, Erasmus MC University Medical Center  Rotterdam The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7874-3707","authenticated-orcid":false,"given":"Delphine","family":"Casabonne","sequence":"additional","affiliation":[{"name":"Unit of Infections and Cancer, Cancer Epidemiology Research Programme, IDIBELL Catalan Institute of Oncology  Badalona Spain"},{"name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red: Epidemiolog\u00eda y Salud P\u00fablica (CIBERESP)  Madrid Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexandra","family":"Nieters","sequence":"additional","affiliation":[{"name":"Institute for Immunodeficiency, Faculty of Medicine and Medical Center University of Freiburg  Freiburg Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marta","family":"Solans","sequence":"additional","affiliation":[{"name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red: Epidemiolog\u00eda y Salud P\u00fablica (CIBERESP)  Madrid Spain"},{"name":"Research Group on Statistics, Econometrics and Health (GRECS) University of Girona  Girona Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1049-6225","authenticated-orcid":false,"given":"Sabine","family":"Naudin","sequence":"additional","affiliation":[{"name":"Nutritional Methodology and Biostatistics Group, International Agency for Research on Cancer World Health Organization  Lyon France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9358-7338","authenticated-orcid":false,"given":"Pietro","family":"Ferrari","sequence":"additional","affiliation":[{"name":"Nutritional Methodology and Biostatistics Group, International Agency for Research on Cancer World Health Organization  Lyon France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"James D.","family":"Mckay","sequence":"additional","affiliation":[{"name":"Section of Genetics International Agency for Research on Cancer  Lyon France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yolanda","family":"Benavente","sequence":"additional","affiliation":[{"name":"Unit of Infections and Cancer, Cancer Epidemiology Research Programme, IDIBELL Catalan Institute of Oncology  Badalona Spain"},{"name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red: Epidemiolog\u00eda y Salud P\u00fablica (CIBERESP)  Madrid Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2237-0128","authenticated-orcid":false,"given":"Elisabete","family":"Weiderpass","sequence":"additional","affiliation":[{"name":"International Agency for Research on Cancer World Health Organization  Lyon France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Heinz","family":"Freisling","sequence":"additional","affiliation":[{"name":"Nutritional Methodology and Biostatistics Group, International Agency for Research on Cancer World Health Organization  Lyon France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7157-419X","authenticated-orcid":false,"given":"Gianluca","family":"Severi","sequence":"additional","affiliation":[{"name":"Universit\u00e9 Paris\u2010Saclay, UVSQ CESP U1018 INSERM  Villejuif France"},{"name":"Gustave Roussy  Villejuif France"},{"name":"Department of Statistics, Computer Science, Applications \u201cG. 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