Metabolites (Feb 2023)

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

  • Mingjia Yang,
  • Chen Zhu,
  • Lingbin Du,
  • Jianv Huang,
  • Jiayi Lu,
  • Jing Yang,
  • Ye Tong,
  • Meng Zhu,
  • Ci Song,
  • Chong Shen,
  • Juncheng Dai,
  • Xiangfeng Lu,
  • Zekuan Xu,
  • Ni Li,
  • Hongxia Ma,
  • Zhibin Hu,
  • Dongfeng Gu,
  • Guangfu Jin,
  • Dong Hang,
  • Hongbing Shen

DOI
https://doi.org/10.3390/metabo13020234
Journal volume & issue
Vol. 13, no. 2
p. 234

Abstract

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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 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.

Keywords