| Literature DB >> 32970633 |
James Reigle1,2,3, Dina Secic1,4, Jacek Biesiada5, Collin Wetzel1,6, Behrouz Shamsaei5, Johnson Chu1, Yuanwei Zang1,7, Xiang Zhang8, Nicholas J Talbot1, Megan E Bischoff1, Yongzhen Zhang1,7, Charuhas V Thakar9,10, Krishnanath Gaitonde9,11, Abhinav Sidana11, Hai Bui10, John T Cunningham1, Qing Zhang12, Laura S Schmidt13,14, W Marston Linehan13, Mario Medvedovic2,5, David R Plas1, Julio A Landero Figueroa4,15, Jarek Meller2,3,5,15,16, Maria F Czyzyk-Krzeska1,10,15.
Abstract
BACKGROUNDClear cell renal cell carcinoma (ccRCC) is the most common histologically defined renal cancer. However, it is not a uniform disease and includes several genetic subtypes with different prognoses. ccRCC is also characterized by distinctive metabolic reprogramming. Tobacco smoking (TS) is an established risk factor for ccRCC, with unknown effects on tumor pathobiology.METHODSWe investigated the landscape of ccRCCs and paired normal kidney tissues using integrated transcriptomic, metabolomic, and metallomic approaches in a cohort of white males who were long-term current smokers (LTS) or were never smokers (NS).RESULTSAll 3 Omics domains consistently identified a distinct metabolic subtype of ccRCCs in LTS, characterized by activation of oxidative phosphorylation (OXPHOS) coupled with reprogramming of the malate-aspartate shuttle and metabolism of aspartate, glutamate, glutamine, and histidine. Cadmium, copper, and inorganic arsenic accumulated in LTS tumors, showing redistribution among intracellular pools, including relocation of copper into the cytochrome c oxidase complex. A gene expression signature based on the LTS metabolic subtype provided prognostic stratification of The Cancer Genome Atlas ccRCC tumors that was independent of genomic alterations.CONCLUSIONThe work identified the TS-related metabolic subtype of ccRCC with vulnerabilities that can be exploited for precision medicine approaches targeting metabolic pathways. The results provided rationale for the development of metabolic biomarkers with diagnostic and prognostic applications using evaluation of OXPHOS status. The metallomic analysis revealed the role of disrupted metal homeostasis in ccRCC, highlighting the importance of studying effects of metals from e-cigarettes and environmental exposures.FUNDINGDepartment of Defense, Veteran Administration, NIH, ACS, and University of Cincinnati Cancer Institute.Entities:
Keywords: Cancer; Metabolism; Oncology
Year: 2021 PMID: 32970633 PMCID: PMC7773408 DOI: 10.1172/JCI140522
Source DB: PubMed Journal: J Clin Invest ISSN: 0021-9738 Impact factor: 14.808