Energy Balance-Related Factors and Risk of Colorectal Cancer Expressing Different Levels of Proteins Involved in the Warburg Effect.

Josien C A Jenniskens, Kelly Offermans, Colinda C J M Simons, Iryna Samarska, Gregorio E Fazzi, Kim M Smits, Leo J Schouten, Matty P Weijenberg, Heike I Grabsch, Piet A van den Brandt
{"title":"Energy Balance-Related Factors and Risk of Colorectal Cancer Expressing Different Levels of Proteins Involved in the Warburg Effect.","authors":"Josien C A Jenniskens,&nbsp;Kelly Offermans,&nbsp;Colinda C J M Simons,&nbsp;Iryna Samarska,&nbsp;Gregorio E Fazzi,&nbsp;Kim M Smits,&nbsp;Leo J Schouten,&nbsp;Matty P Weijenberg,&nbsp;Heike I Grabsch,&nbsp;Piet A van den Brandt","doi":"10.1158/1055-9965.EPI-21-0678","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Energy balance-related factors [body mass index (BMI), waist circumference, physical activity] have been associated with colorectal cancer risk. Warburg effect activation via PI3K/Akt signaling is one of the proposed mechanisms. We investigated whether energy balance-related factors were associated with risk of Warburg subtypes in colorectal cancer.</p><p><strong>Methods: </strong>We investigated this using immunohistochemistry for six proteins involved in the Warburg effect (LDHA, GLUT1, MCT4, PKM2, P53, PTEN) on tissue microarrays of 2,399 incident colorectal cancer cases from the prospective Netherlands Cohort Study (ntotal = 120,852; nsubcohort = 5,000; aged 55-69 in 1986; 20.3 years follow-up). Data analyses included 3,911 subcohort members and 1,972 colorectal cancer cases with complete covariate data. Expression levels of all proteins were combined into a pathway-based sum score and categorized into three \"Warburg subtypes\" (Warburg-low/moderate/high). Multivariable Cox regression analyses were used to estimate associations of BMI, clothing size (waist circumference proxy), and physical activity with Warburg subtypes in colorectal cancer.</p><p><strong>Results: </strong>BMI and clothing size were positively associated with Warburg-moderate and Warburg-high colon cancer risk in men (Pheterogeneity = 0.192). In women, clothing size was positively associated with Warburg-low and Warburg-high colon cancer (Pheterogeneity = 0.005). Nonoccupational physical activity was inversely associated with Warburg-low and Warburg-moderate colon cancer in women (Pheterogeneity = 0.045), but positively associated with Warburg-high rectal cancer in men (Pheterogeneity = 0.089).</p><p><strong>Conclusions: </strong>The Warburg effect might be involved in associations between adiposity and colon cancer risk, though additional mechanisms could be at play in women as well. The inverse association between physical activity and colon cancer might be explained by mechanisms other than the Warburg effect.</p><p><strong>Impact: </strong>Further research is needed to reproduce these results and investigate possible additional mechanisms.</p>","PeriodicalId":520580,"journal":{"name":"Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology","volume":" ","pages":"633-646"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1158/1055-9965.EPI-21-0678","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

Abstract

Background: Energy balance-related factors [body mass index (BMI), waist circumference, physical activity] have been associated with colorectal cancer risk. Warburg effect activation via PI3K/Akt signaling is one of the proposed mechanisms. We investigated whether energy balance-related factors were associated with risk of Warburg subtypes in colorectal cancer.

Methods: We investigated this using immunohistochemistry for six proteins involved in the Warburg effect (LDHA, GLUT1, MCT4, PKM2, P53, PTEN) on tissue microarrays of 2,399 incident colorectal cancer cases from the prospective Netherlands Cohort Study (ntotal = 120,852; nsubcohort = 5,000; aged 55-69 in 1986; 20.3 years follow-up). Data analyses included 3,911 subcohort members and 1,972 colorectal cancer cases with complete covariate data. Expression levels of all proteins were combined into a pathway-based sum score and categorized into three "Warburg subtypes" (Warburg-low/moderate/high). Multivariable Cox regression analyses were used to estimate associations of BMI, clothing size (waist circumference proxy), and physical activity with Warburg subtypes in colorectal cancer.

Results: BMI and clothing size were positively associated with Warburg-moderate and Warburg-high colon cancer risk in men (Pheterogeneity = 0.192). In women, clothing size was positively associated with Warburg-low and Warburg-high colon cancer (Pheterogeneity = 0.005). Nonoccupational physical activity was inversely associated with Warburg-low and Warburg-moderate colon cancer in women (Pheterogeneity = 0.045), but positively associated with Warburg-high rectal cancer in men (Pheterogeneity = 0.089).

Conclusions: The Warburg effect might be involved in associations between adiposity and colon cancer risk, though additional mechanisms could be at play in women as well. The inverse association between physical activity and colon cancer might be explained by mechanisms other than the Warburg effect.

Impact: Further research is needed to reproduce these results and investigate possible additional mechanisms.

能量平衡相关因素和结直肠癌的风险表达不同水平的蛋白参与Warburg效应。
背景:能量平衡相关因素[身体质量指数(BMI)、腰围、体力活动]与结直肠癌风险相关。通过PI3K/Akt信号激活的Warburg效应是提出的机制之一。我们调查了能量平衡相关因素是否与结直肠癌Warburg亚型的风险相关。方法:我们使用免疫组织化学方法对来自荷兰前瞻性队列研究的2399例结直肠癌病例(ntotal = 120852;n亚队列= 5000;1986年55-69岁;20.3年随访)。数据分析包括3911名亚队列成员和1972例结直肠癌病例,具有完整的协变量数据。所有蛋白的表达水平合并为基于途径的总和评分,并分为三个“Warburg亚型”(Warburg-低/中/高)。多变量Cox回归分析用于估计BMI、服装尺寸(腰围替代)和体力活动与结直肠癌Warburg亚型的关系。结果:BMI和服装尺寸与男性warburg -中度和warburg -高结肠癌风险呈正相关(异质性= 0.192)。在女性中,衣服尺寸与Warburg-low和Warburg-high结肠癌呈正相关(异质性= 0.005)。非职业体育活动与女性Warburg-low和Warburg-moderate结肠癌呈负相关(异质性= 0.045),但与男性Warburg-high直肠癌呈正相关(异质性= 0.089)。结论:Warburg效应可能与肥胖和结肠癌风险之间的关联有关,尽管其他机制也可能在女性中起作用。体育活动与结肠癌之间的负相关关系或许可以用沃伯格效应以外的机制来解释。影响:需要进一步的研究来重现这些结果并调查可能的其他机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信