Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1784896746577461248 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9965372 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT yangmingjia ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT zhuchen ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT dulingbin ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT huangjianv ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT lujiayi ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT yangjing ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT tongye ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT zhumeng ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT songci ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT shenchong ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT daijuncheng ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT luxiangfeng ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT xuzekuan ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT lini ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT mahongxia ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT huzhibin ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT gudongfeng ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT jinguangfu ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT hangdong ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT shenhongbing ametabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT yangmingjia metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT zhuchen metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT dulingbin metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT huangjianv metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT lujiayi metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT yangjing metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT tongye metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT zhumeng metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT songci metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT shenchong metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT daijuncheng metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT luxiangfeng metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT xuzekuan metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT lini metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT mahongxia metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT huzhibin metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT gudongfeng metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT jinguangfu metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT hangdong metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies AT shenhongbing metabolomicsignatureofobesityandriskofcolorectalcancertwonestedcasecontrolstudies |