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血液代谢生物标志物与结直肠癌风险:大型前瞻性队列研究和孟德尔随机化分析结果

Blood metabolic biomarkers and colorectal cancer risk: results from large prospective cohort and Mendelian randomisation analyses.

作者信息

Yuan Fangcheng, Jia Guochong, Wen Wanqing, Xu Shuai, Gunchick Valerie, Deng Kui, Long Jirong, Yu Danxia, Shu Xiao-Ou, Zheng Wei

机构信息

Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA.

出版信息

Br J Cancer. 2025 Apr 30. doi: 10.1038/s41416-025-02997-4.

DOI:10.1038/s41416-025-02997-4
PMID:40307439
Abstract

BACKGROUND

Emerging evidence suggests metabolic dysregulation may contribute to colorectal cancer (CRC) aetiology. We aimed to identify pre-diagnostic metabolic biomarkers for CRC risk in 230,420 UK Biobank participants.

METHODS

Nuclear magnetic resonance spectroscopy was used to quantify 249 metabolic biomarkers in plasma samples collected at baseline. Cox proportional hazards models were used to estimate hazard ratios and 95% confidence intervals (CIs) for associations of metabolic biomarkers with CRC risk after adjusting for potential confounders. To infer the potential causality of biomarkers that were associated with CRC independent of the others, we performed genome-wide association analyses among 199,732 UK Biobank participants of European ancestry to identify biomarker-associated genetic variants, followed by two-sample Mendelian randomization (MR) analyses using summary statistics of 78,473 CRC cases and 107,143 controls of European ancestry.

RESULTS

During a median follow-up time of 9.7 years, 2,410 incident primary CRC cases were identified. Among 43 CRC-associated (P-value < 0.001) metabolic biomarkers, ten biomarkers including fatty acids (FAs), inflammation, ketone bodies, and lipoprotein lipids were associated with CRC risk after mutual adjustment. MR analyses provided strong evidence for potential causal associations of CRC risk with percentages of linolic acid [odds ratio (OR) = 0.89, 95% CI = 0.83-0.96, P-value = 3 × 10] and saturated FAs (OR = 1.14, 95% CI = 1.03-1.25, P-value = 9  ×  10) to total FAs.

CONCLUSIONS

We identified multiple CRC-associated metabolic biomarkers. Perturbed lipid and lipoprotein metabolism may promote colorectal carcinogenesis.

摘要

背景

新出现的证据表明,代谢失调可能与结直肠癌(CRC)的病因有关。我们旨在确定230420名英国生物银行参与者中结直肠癌风险的诊断前代谢生物标志物。

方法

采用核磁共振波谱法对基线时采集的血浆样本中的249种代谢生物标志物进行定量。在调整潜在混杂因素后,使用Cox比例风险模型估计代谢生物标志物与结直肠癌风险关联的风险比和95%置信区间(CI)。为了推断与结直肠癌独立相关的生物标志物的潜在因果关系,我们对199732名欧洲血统的英国生物银行参与者进行了全基因组关联分析,以识别与生物标志物相关的基因变异,随后使用78473例结直肠癌病例和107143例欧洲血统对照的汇总统计数据进行两样本孟德尔随机化(MR)分析。

结果

在中位随访时间9.7年期间,共识别出2410例原发性结直肠癌病例。在43种与结直肠癌相关(P值<0.001)的代谢生物标志物中,包括脂肪酸(FAs)、炎症、酮体和脂蛋白脂质在内的10种生物标志物在相互调整后与结直肠癌风险相关。MR分析为结直肠癌风险与亚油酸百分比[比值比(OR)=0.89,95%CI=0.83-0.96,P值=3×10]和饱和脂肪酸与总脂肪酸的百分比(OR=1.14,95%CI=1.03-1.25,P值=9×10)之间的潜在因果关联提供了有力证据。

结论

我们识别出多种与结直肠癌相关的代谢生物标志物。脂质和脂蛋白代谢紊乱可能促进结直肠癌的发生。

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本文引用的文献

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Systematic investigation of genetically determined plasma and urinary metabolites to discover potential interventional targets for colorectal cancer.对基因决定的血浆和尿液代谢物进行系统研究,以发现结直肠癌的潜在干预靶点。
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Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries.2022 年全球癌症统计数据:全球 185 个国家和地区 36 种癌症的发病率和死亡率全球估计数。
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Association between pre-diagnostic circulating lipid metabolites and colorectal cancer risk: a nested case-control study in the European Prospective Investigation into Cancer and Nutrition (EPIC).诊断前循环脂质代谢物与结直肠癌风险的关联:欧洲癌症前瞻性调查与营养研究(EPIC)中的巢式病例对照研究。
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Untargeted plasma metabolomics and risk of colorectal cancer-an analysis nested within a large-scale prospective cohort.非靶向血浆代谢组学与结直肠癌风险——一项纳入大规模前瞻性队列的分析
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Mendelian randomization.孟德尔随机化
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Characterisation of Fasting and Postprandial NMR Metabolites: Insights from the ZOE PREDICT 1 Study.禁食和餐后 NMR 代谢物的特征:来自 ZOE PREDICT 1 研究的见解。
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