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Shared and Study-specific Dietary Patterns and Head and Neck Cancer Risk in an International Consortium
BACKGROUND:A few papers have considered reproducibility of a posteriori dietary patterns across populations, as well as pattern associations with head and neck cancer risk when multiple populations are available. METHODS:We used individual-level pooled data from seven case–control studies (3844 case...
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Published in: | Epidemiology (Cambridge, Mass.) Mass.), 2019-01, Vol.30 (1), p.93-102 |
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creator | De Vito, R. Lee, Yuan Chin Amy Parpinel, M. Serraino, D. Olshan, Andrew Fergus Zevallos, Jose Pedro Levi, F. Zhang, Zhuo Feng Morgenstern, H. Garavello, W. Kelsey, K. McClean, M. Schantz, S. Yu, Guo Pei Boffetta, P. Chuang, Shu Chun Hashibe, M. La Vecchia, C. Parmigiani, G. Edefonti, V. |
description | BACKGROUND:A few papers have considered reproducibility of a posteriori dietary patterns across populations, as well as pattern associations with head and neck cancer risk when multiple populations are available.
METHODS:We used individual-level pooled data from seven case–control studies (3844 cases; 6824 controls) participating in the International Head and Neck Cancer Epidemiology consortium. We simultaneously derived shared and study-specific a posteriori patterns with a novel approach called multi-study factor analysis applied to 23 nutrients. We derived odds ratios (ORs) and 95% confidence intervals (CIs) for cancers of the oral cavity and pharynx combined, and larynx, from logistic regression models.
RESULTS:We identified three shared patterns that were reproducible across studies (75% variance explained)the Antioxidant vitamins and fiber (OR = 0.57, 95% CI = 0.41, 0.78, highest versus lowest score quintile) and the Fats (OR = 0.80, 95% CI = 0.67, 0.95) patterns were inversely associated with oral and pharyngeal cancer risk. The Animal products and cereals (OR = 1.5, 95% CI = 1.1, 2.1) and the Fats (OR = 1.8, 95% CI = 1.4, 2.3) patterns were positively associated with laryngeal cancer risk, whereas a linear inverse trend in laryngeal cancer risk was evident for the Antioxidant vitamins and fiber pattern. We also identified four additional study-specific patterns, one for each of the four US studies examined. We named them all as Dairy products and breakfast cereals, and two were associated with oral and pharyngeal cancer risk.
CONCLUSION:Multi-study factor analysis provides insight into pattern reproducibility and supports previous evidence on cross-country reproducibility of dietary patterns and on their association with head and neck cancer risk. See video abstract at, http://links.lww.com/EDE/B430. |
doi_str_mv | 10.1097/EDE.0000000000000902 |
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METHODS:We used individual-level pooled data from seven case–control studies (3844 cases; 6824 controls) participating in the International Head and Neck Cancer Epidemiology consortium. We simultaneously derived shared and study-specific a posteriori patterns with a novel approach called multi-study factor analysis applied to 23 nutrients. We derived odds ratios (ORs) and 95% confidence intervals (CIs) for cancers of the oral cavity and pharynx combined, and larynx, from logistic regression models.
RESULTS:We identified three shared patterns that were reproducible across studies (75% variance explained)the Antioxidant vitamins and fiber (OR = 0.57, 95% CI = 0.41, 0.78, highest versus lowest score quintile) and the Fats (OR = 0.80, 95% CI = 0.67, 0.95) patterns were inversely associated with oral and pharyngeal cancer risk. The Animal products and cereals (OR = 1.5, 95% CI = 1.1, 2.1) and the Fats (OR = 1.8, 95% CI = 1.4, 2.3) patterns were positively associated with laryngeal cancer risk, whereas a linear inverse trend in laryngeal cancer risk was evident for the Antioxidant vitamins and fiber pattern. We also identified four additional study-specific patterns, one for each of the four US studies examined. We named them all as Dairy products and breakfast cereals, and two were associated with oral and pharyngeal cancer risk.
CONCLUSION:Multi-study factor analysis provides insight into pattern reproducibility and supports previous evidence on cross-country reproducibility of dietary patterns and on their association with head and neck cancer risk. See video abstract at, http://links.lww.com/EDE/B430.</description><identifier>ISSN: 1044-3983</identifier><identifier>EISSN: 1531-5487</identifier><identifier>DOI: 10.1097/EDE.0000000000000902</identifier><identifier>PMID: 30063539</identifier><language>eng</language><publisher>United States: Lippincott Williams & Wilkins, a business of Wolters Kluwer Health</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Case-Control Studies ; Confidence Intervals ; Diet ; Europe - epidemiology ; Female ; Head and Neck Neoplasms - epidemiology ; Humans ; Male ; Middle Aged ; Odds Ratio ; Reproducibility of Results ; Review Article ; United States - epidemiology</subject><ispartof>Epidemiology (Cambridge, Mass.), 2019-01, Vol.30 (1), p.93-102</ispartof><rights>Copyright © 2018 Wolters Kluwer Health, Inc.</rights><rights>Copyright © 2019 Wolters Kluwer Health, Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5302-15f43b0e3b44b42c915d180e1e6c01c3d46b516f79641b787156328fd7b5e2f53</citedby><cites>FETCH-LOGICAL-c5302-15f43b0e3b44b42c915d180e1e6c01c3d46b516f79641b787156328fd7b5e2f53</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/26600859$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/26600859$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>230,314,776,780,881,27901,27902,58213,58446</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30063539$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>De Vito, R.</creatorcontrib><creatorcontrib>Lee, Yuan Chin Amy</creatorcontrib><creatorcontrib>Parpinel, M.</creatorcontrib><creatorcontrib>Serraino, D.</creatorcontrib><creatorcontrib>Olshan, Andrew Fergus</creatorcontrib><creatorcontrib>Zevallos, Jose Pedro</creatorcontrib><creatorcontrib>Levi, F.</creatorcontrib><creatorcontrib>Zhang, Zhuo Feng</creatorcontrib><creatorcontrib>Morgenstern, H.</creatorcontrib><creatorcontrib>Garavello, W.</creatorcontrib><creatorcontrib>Kelsey, K.</creatorcontrib><creatorcontrib>McClean, M.</creatorcontrib><creatorcontrib>Schantz, S.</creatorcontrib><creatorcontrib>Yu, Guo Pei</creatorcontrib><creatorcontrib>Boffetta, P.</creatorcontrib><creatorcontrib>Chuang, Shu Chun</creatorcontrib><creatorcontrib>Hashibe, M.</creatorcontrib><creatorcontrib>La Vecchia, C.</creatorcontrib><creatorcontrib>Parmigiani, G.</creatorcontrib><creatorcontrib>Edefonti, V.</creatorcontrib><title>Shared and Study-specific Dietary Patterns and Head and Neck Cancer Risk in an International Consortium</title><title>Epidemiology (Cambridge, Mass.)</title><addtitle>Epidemiology</addtitle><description>BACKGROUND:A few papers have considered reproducibility of a posteriori dietary patterns across populations, as well as pattern associations with head and neck cancer risk when multiple populations are available.
METHODS:We used individual-level pooled data from seven case–control studies (3844 cases; 6824 controls) participating in the International Head and Neck Cancer Epidemiology consortium. We simultaneously derived shared and study-specific a posteriori patterns with a novel approach called multi-study factor analysis applied to 23 nutrients. We derived odds ratios (ORs) and 95% confidence intervals (CIs) for cancers of the oral cavity and pharynx combined, and larynx, from logistic regression models.
RESULTS:We identified three shared patterns that were reproducible across studies (75% variance explained)the Antioxidant vitamins and fiber (OR = 0.57, 95% CI = 0.41, 0.78, highest versus lowest score quintile) and the Fats (OR = 0.80, 95% CI = 0.67, 0.95) patterns were inversely associated with oral and pharyngeal cancer risk. The Animal products and cereals (OR = 1.5, 95% CI = 1.1, 2.1) and the Fats (OR = 1.8, 95% CI = 1.4, 2.3) patterns were positively associated with laryngeal cancer risk, whereas a linear inverse trend in laryngeal cancer risk was evident for the Antioxidant vitamins and fiber pattern. We also identified four additional study-specific patterns, one for each of the four US studies examined. We named them all as Dairy products and breakfast cereals, and two were associated with oral and pharyngeal cancer risk.
CONCLUSION:Multi-study factor analysis provides insight into pattern reproducibility and supports previous evidence on cross-country reproducibility of dietary patterns and on their association with head and neck cancer risk. See video abstract at, http://links.lww.com/EDE/B430.</description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Case-Control Studies</subject><subject>Confidence Intervals</subject><subject>Diet</subject><subject>Europe - epidemiology</subject><subject>Female</subject><subject>Head and Neck Neoplasms - epidemiology</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Odds Ratio</subject><subject>Reproducibility of Results</subject><subject>Review Article</subject><subject>United States - epidemiology</subject><issn>1044-3983</issn><issn>1531-5487</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNqFkFtPwyAYhonReJj-AzX8gSqUQ9sbE7NNZ2LUeLgmlH51uI4uwDT-e6vVZXojNxB43vcLD0KHlJxQUmSn49H4hKyvgqQbaJcKRhPB82yzOxPOE1bkbAfthfBCCM0YFdtohxEimWDFLnp-mGoPFdauwg9xWb0nYQHG1tbgkYWo_Tu-0zGCd-GLmYDu4RswMzzUzoDH9zbMsHXdPb5yn6yOtnW6wcPWhdZHu5zvo61aNwEOvvcBeroYPw4nyfXt5dXw_DoxgpE0oaLmrCTASs5LnpqCiormBChIQ6hhFZeloLLOCslpmeUZFZKleV1lpYC0FmyAzvrexbKcQ2XARa8btfB23v1Ftdqq3y_OTtVz-6pkKou0szJAvC8wvg3BQ73KUqI-xatOvPorvosdr89dhX5Md0DeA29t0ykKs2b5Bl5NQTdx-l_3UR99CbH1q-pUSkJyUbAPOuuZag</recordid><startdate>20190101</startdate><enddate>20190101</enddate><creator>De Vito, R.</creator><creator>Lee, Yuan Chin Amy</creator><creator>Parpinel, M.</creator><creator>Serraino, D.</creator><creator>Olshan, Andrew Fergus</creator><creator>Zevallos, Jose Pedro</creator><creator>Levi, F.</creator><creator>Zhang, Zhuo Feng</creator><creator>Morgenstern, H.</creator><creator>Garavello, W.</creator><creator>Kelsey, K.</creator><creator>McClean, M.</creator><creator>Schantz, S.</creator><creator>Yu, Guo Pei</creator><creator>Boffetta, P.</creator><creator>Chuang, Shu Chun</creator><creator>Hashibe, M.</creator><creator>La Vecchia, C.</creator><creator>Parmigiani, G.</creator><creator>Edefonti, V.</creator><general>Lippincott Williams & Wilkins, a business of Wolters Kluwer Health</general><general>Copyright Wolters Kluwer Health, Inc. 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METHODS:We used individual-level pooled data from seven case–control studies (3844 cases; 6824 controls) participating in the International Head and Neck Cancer Epidemiology consortium. We simultaneously derived shared and study-specific a posteriori patterns with a novel approach called multi-study factor analysis applied to 23 nutrients. We derived odds ratios (ORs) and 95% confidence intervals (CIs) for cancers of the oral cavity and pharynx combined, and larynx, from logistic regression models.
RESULTS:We identified three shared patterns that were reproducible across studies (75% variance explained)the Antioxidant vitamins and fiber (OR = 0.57, 95% CI = 0.41, 0.78, highest versus lowest score quintile) and the Fats (OR = 0.80, 95% CI = 0.67, 0.95) patterns were inversely associated with oral and pharyngeal cancer risk. The Animal products and cereals (OR = 1.5, 95% CI = 1.1, 2.1) and the Fats (OR = 1.8, 95% CI = 1.4, 2.3) patterns were positively associated with laryngeal cancer risk, whereas a linear inverse trend in laryngeal cancer risk was evident for the Antioxidant vitamins and fiber pattern. We also identified four additional study-specific patterns, one for each of the four US studies examined. We named them all as Dairy products and breakfast cereals, and two were associated with oral and pharyngeal cancer risk.
CONCLUSION:Multi-study factor analysis provides insight into pattern reproducibility and supports previous evidence on cross-country reproducibility of dietary patterns and on their association with head and neck cancer risk. See video abstract at, http://links.lww.com/EDE/B430.</abstract><cop>United States</cop><pub>Lippincott Williams & Wilkins, a business of Wolters Kluwer Health</pub><pmid>30063539</pmid><doi>10.1097/EDE.0000000000000902</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Aged Aged, 80 and over Case-Control Studies Confidence Intervals Diet Europe - epidemiology Female Head and Neck Neoplasms - epidemiology Humans Male Middle Aged Odds Ratio Reproducibility of Results Review Article United States - epidemiology |
title | Shared and Study-specific Dietary Patterns and Head and Neck Cancer Risk in an International Consortium |
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