Molecular Characterization of Clear Cell Renal Cell Carcinoma Reveals Prognostic Significance of Epithelial-mesenchymal Transition Gene Expression Signature

被引:11
作者
Nallandhighal, Srinivas [1 ]
Vince, Randy [1 ]
Karim, Razeen [1 ]
Groves, Skylar [1 ,2 ]
Stangl-Kremser, Judith [1 ,3 ]
Russell, Christopher [1 ]
Hu, Kevin [4 ,5 ]
Pham, Trinh [1 ]
Cani, Andi K. [4 ,6 ]
Liu, Chia-Jen [4 ,6 ]
Zaslavsky, Alexander [1 ,7 ]
Mehra, Rohit [4 ,6 ,7 ]
Cieslik, Marcin [4 ,6 ]
Morgan, Todd M. [1 ,7 ]
Palapattu, Ganesh S. [1 ,3 ,7 ]
Udager, Aaron M. [4 ,6 ,7 ]
Salami, Simpa S. [1 ,4 ,7 ]
机构
[1] Michigan Med, Dept Urol, Ann Arbor, MI USA
[2] Norfolk State Univ, Norfolk, VA USA
[3] Med Univ Vienna, Dept Urol, Vienna, Austria
[4] Michigan Med, Michigan Ctr Translat Pathol, Ann Arbor, MI USA
[5] Univ Michigan, Mol & Cellular Pathol Grad Program, Ann Arbor, MI 48109 USA
[6] Michigan Med, Dept Pathol, Ann Arbor, MI 48109 USA
[7] Univ Michigan, Rogel Canc Ctr, Ann Arbor, MI 48109 USA
关键词
Biomarkers; Prognosis; Kidney cancer; Oncologic outcomes; Survival; TUMOR-SUPPRESSOR; WT1;
D O I
10.1016/j.euo.2021.10.007
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: There is an ongoing need to develop prognostic biomarkers to improve the management of clear cell renal cell carcinoma (ccRCC).Objective: To leverage enriched pathways in ccRCC to improve risk-stratification.Design, setting, and participants: We retrospectively identified two complementary discovery cohorts of patients with ccRCC who underwent (1) radical nephrectomy (RNx) with inferior vena cava tumor thrombectomy (patients = 5, samples = 24) and (2) RNx for localized disease and developed recurrence versus no recurrence (n = 36). Patients with localized ccRCC (M0) in The Cancer Genome Atlas (TCGA, n = 386) were used for validation.Outcome measurements and statistical analysis: A differential expression gene (DEG) analysis was performed on targeted RNA next-generation sequencing data from both discovery cohorts. Using TCGA for validation, Kaplan-Meier survival analysis and multivariable Cox proportional hazard testing were utilized to investigate the prognostic impact of DEGs, cell cycle proliferation (CCP), and a novel epithelial-mesenchymal transition (EMT) score on progression-free (PFS) and disease-specific (DSS) survival.Results and limitations: In the discovery cohorts, we observed overexpression of WT1 and CCP genes in the tumor thrombus versus the primary tumor, as well as in patients with recurrence versus those without recurrence. A hallmark pathway analysis demonstrated enrichment of the EMT-and CCP-related pathways in patients with high WT1 expression in the TCGA (validation) ccRCC cohort. CCP and EMT scores were derived in the validation cohort, which was stratified into four risk groups using Youden Index cut points: CCPlow/EMTlow, CCPlow/EMThigh, CCPhigh/EMTlow, and CCPhigh/EMThigh. The CCPhigh/EMThigh risk group was associated with the worst PFS and DSS (both p < 0.001). In a multivariable analysis, CCPhigh/EMThigh was independently associated with poor PFS and DSS (hazard ratio = 4.6 and 10.3, respectively; p < 0.001).Conclusions: We demonstrate the synergistic prognostic impact of EMT in tumors with a high CCP score. Our novel EMT score has the potential to improve risk stratification and provide potential novel therapeutic targets. Patient summary: Genes involved in epithelial-mesenchymal transition provides impor- tant prognostic information for patients with clear cell renal cell carcinoma. (c) 2021 European Association of Urology. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:92 / 99
页数:8
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