Genomic Epidemiology Branch, International Agency for Research on Cancer (IARC-WHO), Lyon, France.
Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada/Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Quebec, Canada.
Cancer Epidemiol Biomarkers Prev. 2022 Oct 4;31(10):1966-1974. doi: 10.1158/1055-9965.EPI-21-1033.
Tobacco exposure causes 8 of 10 lung cancers, and identifying additional risk factors is challenging due to confounding introduced by smoking in traditional observational studies.
We used Mendelian randomization (MR) to screen 207 metabolites for their role in lung cancer predisposition using independent genome-wide association studies (GWAS) of blood metabolite levels (n = 7,824) and lung cancer risk (n = 29,266 cases/56,450 controls). A nested case-control study (656 cases and 1,296 matched controls) was subsequently performed using prediagnostic blood samples to validate MR association with lung cancer incidence data from population-based cohorts (EPIC and NSHDS).
An MR-based scan of 207 circulating metabolites for lung cancer risk identified that blood isovalerylcarnitine (IVC) was associated with a decreased odds of lung cancer after accounting for multiple testing (log10-OR = 0.43; 95% CI, 0.29-0.63). Molar measurement of IVC in prediagnostic blood found similar results (log10-OR = 0.39; 95% CI, 0.21-0.72). Results were consistent across lung cancer subtypes.
Independent lines of evidence support an inverse association of elevated circulating IVC with lung cancer risk through a novel methodologic approach that integrates genetic and traditional epidemiology to efficiently identify novel cancer biomarkers.
Our results find compelling evidence in favor of a protective role for a circulating metabolite, IVC, in lung cancer etiology. From the treatment of a Mendelian disease, isovaleric acidemia, we know that circulating IVC is modifiable through a restricted protein diet or glycine and L-carnatine supplementation. IVC may represent a modifiable and inversely associated biomarker for lung cancer.
烟草暴露导致 10 个肺癌中的 8 个,由于在传统的观察性研究中吸烟会导致混杂因素,因此确定其他风险因素具有挑战性。
我们使用孟德尔随机化(MR)方法,通过独立的血液代谢物水平全基因组关联研究(GWAS)(n = 7824)和肺癌风险(n = 29266 例病例/56450 例对照)筛选了 207 种代谢物在肺癌易感性中的作用。随后,使用基于人群的队列(EPIC 和 NSHDS)中的肺癌发病数据,进行了一项嵌套病例对照研究(656 例病例和 1296 例匹配对照),以验证 MR 与肺癌发病的相关性。
对 207 种循环代谢物进行基于 MR 的肺癌风险扫描发现,在考虑到多次检验后,血液中异戊酰肉碱(IVC)与肺癌的患病几率降低相关(log10-OR = 0.43;95%CI,0.29-0.63)。在预测性血液样本中对 IVC 进行的摩尔测量也发现了类似的结果(log10-OR = 0.39;95%CI,0.21-0.72)。结果在不同的肺癌亚型中是一致的。
通过一种整合遗传和传统流行病学的新方法学方法,独立的证据支持了循环 IVC 水平升高与肺癌风险呈负相关的关系,该方法可以有效地识别新的癌症生物标志物。
我们的研究结果提供了令人信服的证据,支持循环代谢物 IVC 在肺癌发病机制中具有保护作用。从治疗一种孟德尔疾病(异戊酸血症)中,我们知道循环 IVC 可以通过限制蛋白质饮食或甘氨酸和 L-肉碱补充来改变。IVC 可能代表一个可改变的、与肺癌呈负相关的生物标志物。