[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-en-105":3,"doc-seo-382188-105":59,"doc-detail-382188-en":130},{"code":4,"msg":5,"data":6},0,"success",[7,13,18,23,28,33,38,43,48,51,55],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},1,"Document","Story & Novel",90,"story-novel",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":16,"slug":17},2,"Literature",80,"literature",{"id":19,"doc_module":4,"doc_module_name":9,"category_name":20,"show_sort_weight":21,"slug":22},4,"Exam",70,"exam",{"id":24,"doc_module":4,"doc_module_name":9,"category_name":25,"show_sort_weight":26,"slug":27},5,"Comic",60,"comic",{"id":29,"doc_module":4,"doc_module_name":9,"category_name":30,"show_sort_weight":31,"slug":32},6,"Technology",50,"technology",{"id":34,"doc_module":4,"doc_module_name":9,"category_name":35,"show_sort_weight":36,"slug":37},7,"Healthcare",40,"healthcare",{"id":39,"doc_module":4,"doc_module_name":9,"category_name":40,"show_sort_weight":41,"slug":42},8,"Research & Report",30,"research-report",{"id":44,"doc_module":4,"doc_module_name":9,"category_name":45,"show_sort_weight":46,"slug":47},9,"Religion & Spirituality",20,"religion-spirituality",{"id":46,"doc_module":4,"doc_module_name":9,"category_name":49,"show_sort_weight":46,"slug":50},"World Cup","world-cup",{"id":52,"doc_module":4,"doc_module_name":9,"category_name":53,"show_sort_weight":52,"slug":54},10,"Lifestyle","lifestyle",{"id":56,"doc_module":4,"doc_module_name":9,"category_name":57,"show_sort_weight":24,"slug":58},19,"General","general",{"code":4,"msg":60,"data":61},"ok",{"site_id":62,"language":63,"slug":64,"title":65,"keywords":66,"description":67,"schema_data":68,"social_meta":123,"head_meta":125,"extra_data":127,"updated_unix":129},105,"en","hyperinsulinemic-and-pro-inflammatory-dietary-patterns-and-metabolomic-profiles-are-associated-with-increased-risk-of-total-and-site-specific-cancers-among-postmenopausal-women","Hyperinsulinemic and Pro-Inflammatory Dietary Patterns and Metabolomic Profiles Are Associated with Increased Risk of Total and Site-Specific Cancers among Postmenopausal Women","","Evaluates associations among Empirical Dietary Index for Hyperinsulinemia (EDIH), Empirical Dietary Inflammatory Pattern (EDIP), and Healthy Eating Index (HEI-2015) and corresponding metabolomics profiles with risk of total and site-specific cancers. Baseline food-frequency questionnaires were used for 112,468 postmenopausal women in the Women’s Health Initiative; multivariable-adjusted Cox models estimated hazard ratios and 95% confidence intervals. Metabolomic scores were derived using elastic-net regression with leave-one-out cross validation, with 18,768 incident invasive cancers over 17.8 years.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":35,"@type":76,"position":81},"https://docshare.wps.com/document/healthcare/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/hyperinsulinemic-and-pro-inflammatory-dietary-patterns-and-metabolomic-profiles-are-associated-with-increased-risk-of-total-and-site-specific-cancers-among-postmenopausal-women/382188/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/hyperinsulinemic-and-pro-inflammatory-dietary-patterns-and-metabolomic-profiles-are-associated-with-increased-risk-of-total-and-site-specific-cancers-among-postmenopausal-women/382188.png","ImageObject",300,407,{"name":92,"@type":93},"Patrick","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-24","2026-09-24",true,{"@type":102,"interactionType":103,"userInteractionCount":39},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"Which dietary indices were examined for cancer risk in postmenopausal women?","Question",{"text":112,"@type":113},"The study evaluated EDIH (hyperinsulinemia-related), EDIP (inflammatory dietary pattern), and HEI-2015 (overall dietary quality), along with their metabolomics profiles.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"How were dietary patterns and metabolomics profiles measured?",{"text":117,"@type":113},"Dietary scores were calculated from baseline food frequency questionnaires. Metabolomic profile scores were generated using elastic-net regression with leave-one-out cross validation.",{"name":119,"@type":110,"acceptedAnswer":120},"What was the general direction of association between the dietary indices and cancer risk?",{"text":121,"@type":113},"Higher EDIH and EDIP scores were associated with greater total cancer risk, while higher HEI-2015 was associated with lower risk. Associations were also reported for colorectal cancer and for endometrial and breast cancer.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},382188,1790320223,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":34,"category_name":35,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":39,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":139,"language":140,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":141,"faqs":142,"seo_title":143,"seo_description":67,"update_tm":144,"read_time":26},549758146520,"https://ap-avatar.wpscdn.com/avatar/80002397d8c0411e94?_k=1775819394049821470","cancers   \nArticle  \nHyperinsulinemic and Pro-Inﬂammatory Dietary Patterns and Metabolomic Proﬁles Are Associated with Increased Risk of Total and Site-Speciﬁc Cancers among Postmenopausal Women  \nQi Jin 1, Ni Shi 2, Dong Hoon Lee 3,4, Kathryn M. Rexrode 5, JoAnn E. Manson 5,6, Raji Balasubramanian 7, Xuehong Zhang 3,5, Marian L. Neuhouser 8, Melissa Lopez-Pentecost 9, Cynthia A. Thomson 10,  \nSuzanna M. Zick 11, Ashley S. Felix 2,12, Daniel G. Stover 13, Sagar D. Sardesai 13, Ashwini Esnakula 14, Xiaokui Mo 2,15, Steven K. Clinton 1,2,13 and Fred K. Tabung 1,2,3,12,13, *  \nCitation: Jin, Q.; Shi, N.; Lee, D.H.; Rexrode, K.M.; Manson, J.E.; Balasubramanian, R.; Zhang, X.; Neuhouser, M.L.; Lopez-Pentecost, M.; Thomson, C.A.; et al. Hyperinsulinemic and  \nPro-Inﬂammatory Dietary Patterns and Metabolomic Proﬁles Are Associated with Increased Risk of Total and Site-Speciﬁc Cancers among Postmenopausal Women. Cancers 2023, 15, 1756. [https://](https://)[ ](https://)[doi.org/10.3390/cancers15061756](doi.org/10.3390/cancers15061756)  \nAcademic Editor: Alina Vrieling  \nReceived: 14 February 2023  \nRevised: 2 March 2023  \nAccepted: 8 March 2023  \nPublished: 14 March 2023  \nCopyright: © 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ([https://](https://)[ ](https://)[creativecommons.org/licenses/by/](creativecommons.org/licenses/by/)[ ](creativecommons.org/licenses/by/)[4.0/](4.0/)) .  \n1 Interdisciplinary Ph.D. Program in Nutrition, The Ohio State University, Columbus, OH 43210, USA  \n2 Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA  \n3 Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, MA 02115, USA  \n4 Department of Sport Industry Studies, Yonsei University, Seoul 03722, Republic of Korea  \n5 Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA  \n6 Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA 02115, USA  \n7 Department of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts at Amherst, Amherst, MA 01003, USA  \n8 Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA  \n9 Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA  \n10 Mel & Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ 85721, USA  \n11 Department of Family Medicine, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109, USA  \n12 Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH 43210, USA  \n13 Division of Medical Oncology, Department of Internal Medicine, College of Medicine, The Ohio State University, Columbus, OH 43210, USA  \n14 Department of Pathology, College of Medicine, The Ohio State University, Columbus, OH 43210, USA  \n15 Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH 43210, USA  \n* Correspondence: [fred.tabung@osumc.edu](fred.tabung@osumc.edu)  \nSimple Summary: We investigated whether dietary patterns of insulinemia, inﬂammation and overall dietary quality are associated with the risk of total cancer, site-speciﬁc cancers, and pathological subtypes among postmenopausal women. We followed 112,468 women, 50–79 years of age, in the Women's Health Initiative for a median of 17.8 years, documenting 18,768 incident invasive cancers. A higher overall dietary quality was associated with lower risk of total cancer and colorectal cancer. The potential of the dietary pattern to contribute to higher insulinemia and inﬂammation was associated with greater risk of total cancer, colorectal cancer and more strongly associated with risk of endometrial cancer and breast cancer (including triple negative breast cancer) than ","cbCaiqeAC6Ua9Q8V","https://ap.wps.com/l/cbCaiqeAC6Ua9Q8V","pdf",3016499,24,"English","# Abstract and Study Overview\n## Dietary Scores and Metabolomic Profiling\n## Outcomes and Statistical Analysis","[{\"question\":\"Which dietary indices were examined for cancer risk in postmenopausal women?\",\"answer\":\"The study evaluated EDIH (hyperinsulinemia-related), EDIP (inflammatory dietary pattern), and HEI-2015 (overall dietary quality), along with their metabolomics profiles.\"},{\"question\":\"How were dietary patterns and metabolomics profiles measured?\",\"answer\":\"Dietary scores were calculated from baseline food frequency questionnaires. Metabolomic profile scores were generated using elastic-net regression with leave-one-out cross validation.\"},{\"question\":\"What was the general direction of association between the dietary indices and cancer risk?\",\"answer\":\"Higher EDIH and EDIP scores were associated with greater total cancer risk, while higher HEI-2015 was associated with lower risk. Associations were also reported for colorectal cancer and for endometrial and breast cancer.\"}]","Hyperinsulinemic and Pro-Inflammatory Dietary Patterns and Metabolomic Profiles Are Associated with Increased Risk of Total and Site-Specific Cancers among Postmenopausal Women | PDF",1790249454]