{"title":"Associations of Dietary Intake Traits and Aging Indicators With Colorectal Cancer: A Mendelian Randomization Study","authors":"Yuanlong Chi, Bao Lin, Shijie Sun, Hongjian Zhang, Changqing Lin, Zhen Zhang","doi":"10.1002/gcc.70149","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>Colorectal cancer (CRC) is a major global health burden with an increasing incidence among younger adults. High-glycemic food intake and biological aging have been proposed as potential risk factors for CRC, but their causal relationships and underlying mechanisms remain unclear. We conducted a two-sample Mendelian randomization (MR) study using large-scale genome-wide association study summary data to evaluate the genetic associations of 25 high-glycemic food intake traits and five aging-related indicators, including GrimAge acceleration, intrinsic epigenetic age acceleration, PhenoAge acceleration, Hannum age acceleration, and mitochondrial DNA copy number, with CRC risk. Two-step MR was used to explore potential mediating role of aging indicators. MR analyses showed nominally significant positive associations of intake of sugar added to tea (OR = 1.307, 95% CI: 1.033–1.655, <i>p</i> = 0.026, FDR = 0.216) and doughnut intake (OR = 2.524, 95% CI: 1.317–4.835, <i>p</i> = 0.005, FDR = 0.131) with CRC risk, whereas yogurt intake was nominally associated with lower CRC risk (OR = 0.755, 95% CI: 0.596–0.958, <i>p</i> = 0.020, FDR = 0.216). These food–CRC associations did not survive FDR correction and should therefore be interpreted as suggestive evidence. GrimAge acceleration showed a positive genetic association with CRC risk (OR = 1.102, 95% CI: 1.039–1.169, <i>p</i> = 0.001). Mediation analysis suggested that GrimAge acceleration may partly mediate the association between intake of sugar added to tea and CRC risk, with an estimated mediated proportion of 36.1%. These findings provide genetic evidence suggesting potential links among specific high-glycemic food intake traits, epigenetic aging, and CRC risk; however, mediation finding did not pass strict significance testing and requires validation in larger and independent datasets.</p>\n </div>","PeriodicalId":12700,"journal":{"name":"Genes, Chromosomes & Cancer","volume":"65 6","pages":""},"PeriodicalIF":2.3000,"publicationDate":"2026-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Genes, Chromosomes & Cancer","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/gcc.70149","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 0
Abstract
Colorectal cancer (CRC) is a major global health burden with an increasing incidence among younger adults. High-glycemic food intake and biological aging have been proposed as potential risk factors for CRC, but their causal relationships and underlying mechanisms remain unclear. We conducted a two-sample Mendelian randomization (MR) study using large-scale genome-wide association study summary data to evaluate the genetic associations of 25 high-glycemic food intake traits and five aging-related indicators, including GrimAge acceleration, intrinsic epigenetic age acceleration, PhenoAge acceleration, Hannum age acceleration, and mitochondrial DNA copy number, with CRC risk. Two-step MR was used to explore potential mediating role of aging indicators. MR analyses showed nominally significant positive associations of intake of sugar added to tea (OR = 1.307, 95% CI: 1.033–1.655, p = 0.026, FDR = 0.216) and doughnut intake (OR = 2.524, 95% CI: 1.317–4.835, p = 0.005, FDR = 0.131) with CRC risk, whereas yogurt intake was nominally associated with lower CRC risk (OR = 0.755, 95% CI: 0.596–0.958, p = 0.020, FDR = 0.216). These food–CRC associations did not survive FDR correction and should therefore be interpreted as suggestive evidence. GrimAge acceleration showed a positive genetic association with CRC risk (OR = 1.102, 95% CI: 1.039–1.169, p = 0.001). Mediation analysis suggested that GrimAge acceleration may partly mediate the association between intake of sugar added to tea and CRC risk, with an estimated mediated proportion of 36.1%. These findings provide genetic evidence suggesting potential links among specific high-glycemic food intake traits, epigenetic aging, and CRC risk; however, mediation finding did not pass strict significance testing and requires validation in larger and independent datasets.
期刊介绍:
Genes, Chromosomes & Cancer will offer rapid publication of original full-length research articles, perspectives, reviews and letters to the editors on genetic analysis as related to the study of neoplasia. The main scope of the journal is to communicate new insights into the etiology and/or pathogenesis of neoplasia, as well as molecular and cellular findings of relevance for the management of cancer patients. While preference will be given to research utilizing analytical and functional approaches, descriptive studies and case reports will also be welcomed when they offer insights regarding basic biological mechanisms or the clinical management of neoplastic disorders.