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A Metabolomic Signature of Obesity and Risk of Colorectal Cancer: Two Nested Case–Control Studies

Obesity is a leading contributor to colorectal cancer (CRC) risk, but the metabolic mechanisms linking obesity to CRC are not fully understood. We leveraged untargeted metabolomics data from two 1:1 matched, nested case–control studies for CRC, including 223 pairs from the US Prostate, Lung, Colorec...

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Autores principales: Yang, Mingjia, Zhu, Chen, Du, Lingbin, Huang, Jianv, Lu, Jiayi, Yang, Jing, Tong, Ye, Zhu, Meng, Song, Ci, Shen, Chong, Dai, Juncheng, Lu, Xiangfeng, Xu, Zekuan, Li, Ni, Ma, Hongxia, Hu, Zhibin, Gu, Dongfeng, Jin, Guangfu, Hang, Dong, Shen, Hongbing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965372/
https://www.ncbi.nlm.nih.gov/pubmed/36837854
http://dx.doi.org/10.3390/metabo13020234
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author Yang, Mingjia
Zhu, Chen
Du, Lingbin
Huang, Jianv
Lu, Jiayi
Yang, Jing
Tong, Ye
Zhu, Meng
Song, Ci
Shen, Chong
Dai, Juncheng
Lu, Xiangfeng
Xu, Zekuan
Li, Ni
Ma, Hongxia
Hu, Zhibin
Gu, Dongfeng
Jin, Guangfu
Hang, Dong
Shen, Hongbing
author_facet Yang, Mingjia
Zhu, Chen
Du, Lingbin
Huang, Jianv
Lu, Jiayi
Yang, Jing
Tong, Ye
Zhu, Meng
Song, Ci
Shen, Chong
Dai, Juncheng
Lu, Xiangfeng
Xu, Zekuan
Li, Ni
Ma, Hongxia
Hu, Zhibin
Gu, Dongfeng
Jin, Guangfu
Hang, Dong
Shen, Hongbing
author_sort Yang, Mingjia
collection PubMed
description Obesity is a leading contributor to colorectal cancer (CRC) risk, but the metabolic mechanisms linking obesity to CRC are not fully understood. We leveraged untargeted metabolomics data from two 1:1 matched, nested case–control studies for CRC, including 223 pairs from the US Prostate, Lung, Colorectal, and Ovarian (PLCO) Cancer Screening Trial and 190 pairs from a prospective Chinese cohort. We explored serum metabolites related to body mass index (BMI), constructed a metabolomic signature of obesity, and examined the association between the signature and CRC risk. In total, 72 of 278 named metabolites were correlated with BMI after multiple testing corrections (p FDR < 0.05). The metabolomic signature was calculated by including 39 metabolites that were independently associated with BMI. There was a linear positive association between the signature and CRC risk in both cohorts (p for linear < 0.05). Per 1-SD increment of the signature was associated with 38% (95% CI: 9–75%) and 28% (95% CI: 2–62%) higher risks of CRC in the US and Chinese cohorts, respectively. In conclusion, we identified a metabolomic signature for obesity and demonstrated the association between the signature and CRC risk. The findings offer new insights into the underlying mechanisms of CRC, which is critical for improved CRC prevention.
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spelling pubmed-99653722023-02-26 A Metabolomic Signature of Obesity and Risk of Colorectal Cancer: Two Nested Case–Control Studies Yang, Mingjia Zhu, Chen Du, Lingbin Huang, Jianv Lu, Jiayi Yang, Jing Tong, Ye Zhu, Meng Song, Ci Shen, Chong Dai, Juncheng Lu, Xiangfeng Xu, Zekuan Li, Ni Ma, Hongxia Hu, Zhibin Gu, Dongfeng Jin, Guangfu Hang, Dong Shen, Hongbing Metabolites Article Obesity is a leading contributor to colorectal cancer (CRC) risk, but the metabolic mechanisms linking obesity to CRC are not fully understood. We leveraged untargeted metabolomics data from two 1:1 matched, nested case–control studies for CRC, including 223 pairs from the US Prostate, Lung, Colorectal, and Ovarian (PLCO) Cancer Screening Trial and 190 pairs from a prospective Chinese cohort. We explored serum metabolites related to body mass index (BMI), constructed a metabolomic signature of obesity, and examined the association between the signature and CRC risk. In total, 72 of 278 named metabolites were correlated with BMI after multiple testing corrections (p FDR < 0.05). The metabolomic signature was calculated by including 39 metabolites that were independently associated with BMI. There was a linear positive association between the signature and CRC risk in both cohorts (p for linear < 0.05). Per 1-SD increment of the signature was associated with 38% (95% CI: 9–75%) and 28% (95% CI: 2–62%) higher risks of CRC in the US and Chinese cohorts, respectively. In conclusion, we identified a metabolomic signature for obesity and demonstrated the association between the signature and CRC risk. The findings offer new insights into the underlying mechanisms of CRC, which is critical for improved CRC prevention. MDPI 2023-02-05 /pmc/articles/PMC9965372/ /pubmed/36837854 http://dx.doi.org/10.3390/metabo13020234 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yang, Mingjia
Zhu, Chen
Du, Lingbin
Huang, Jianv
Lu, Jiayi
Yang, Jing
Tong, Ye
Zhu, Meng
Song, Ci
Shen, Chong
Dai, Juncheng
Lu, Xiangfeng
Xu, Zekuan
Li, Ni
Ma, Hongxia
Hu, Zhibin
Gu, Dongfeng
Jin, Guangfu
Hang, Dong
Shen, Hongbing
A Metabolomic Signature of Obesity and Risk of Colorectal Cancer: Two Nested Case–Control Studies
title A Metabolomic Signature of Obesity and Risk of Colorectal Cancer: Two Nested Case–Control Studies
title_full A Metabolomic Signature of Obesity and Risk of Colorectal Cancer: Two Nested Case–Control Studies
title_fullStr A Metabolomic Signature of Obesity and Risk of Colorectal Cancer: Two Nested Case–Control Studies
title_full_unstemmed A Metabolomic Signature of Obesity and Risk of Colorectal Cancer: Two Nested Case–Control Studies
title_short A Metabolomic Signature of Obesity and Risk of Colorectal Cancer: Two Nested Case–Control Studies
title_sort metabolomic signature of obesity and risk of colorectal cancer: two nested case–control studies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965372/
https://www.ncbi.nlm.nih.gov/pubmed/36837854
http://dx.doi.org/10.3390/metabo13020234
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