BACKGROUND: 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. MATERIALS AND METHODS: 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). RESULTS: 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. CONCLUSIONS: 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. IMPACT: 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.
- Smith-Byrne, K.
- Cerani, A.
- Guida, F.
- Zhou, S.
- Agudo, A.
- Aleksandrova, K.
- Barricarte, A.
- Barranco, M. R.
- Bochers, C. H.
- Gram, I. T.
- Han, J.
- Amos, C. I.
- Hung, R. J.
- Grankvist, K.
- Nøst, T. H.
- Imaz, L.
- Chirlaque-López, M. D.
- Johansson, M.
- Kaaks, R.
- Kühn, T.
- Martin, R. M.
- McKay, J. D.
- Pala, V.
- Robbins, H. A.
- Sandanger, T. M.
- Schibli, D.
- Schulze, M. B.
- Travis, R. C.
- Vineis, P.
- Weiderpass, E.
- Brennan, P.
- Johansson, M.
- Richards, J. B.
Keywords
- Biomarkers, Tumor/genetics
- Carnitine/analogs & derivatives
- Case-Control Studies
- Genome-Wide Association Study
- Glycine/genetics
- Humans
- *Lung Neoplasms/epidemiology/genetics
- *Mendelian Randomization Analysis/methods
- Polymorphism, Single Nucleotide
- Risk Factors