1. Long non-coding RNAs identify a subset of luminal muscle-invasive bladder cancer patients with favorable prognosis
- Author
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de Jong, Joep J, Liu, Yang, Robertson, A Gordon, Seiler, Roland, Groeneveld, Clarice S, van der Heijden, Michiel S, Wright, Jonathan L, Douglas, James, Dall’Era, Marc, Crabb, Simon J, van Rhijn, Bas WG, van Kessel, Kim EM, Davicioni, Elai, Castro, Mauro AA, Lotan, Yair, Zwarthoff, Ellen C, Black, Peter C, Boormans, Joost L, and Gibb, Ewan A
- Subjects
Biological Sciences ,Bioinformatics and Computational Biology ,Biotechnology ,Cancer ,Human Genome ,Urologic Diseases ,Genetics ,Good Health and Well Being ,Aged ,Biomarkers ,Tumor ,Carcinoma ,Papillary ,Combined Modality Therapy ,Cystectomy ,Female ,Follow-Up Studies ,Gene Expression Profiling ,Genetic Predisposition to Disease ,Humans ,Male ,Middle Aged ,Muscle Neoplasms ,Neoadjuvant Therapy ,Prognosis ,RNA ,Long Noncoding ,Retrospective Studies ,Survival Rate ,Urinary Bladder Neoplasms ,Gene expression analysis ,Long non-coding RNA ,Molecular subtypes ,Muscle-invasive bladder cancer ,Clinical Sciences - Abstract
BACKGROUND:Muscle-invasive bladder cancer (MIBC) is a heterogeneous disease, and gene expression profiling has identified several molecular subtypes with distinct biological and clinicopathological characteristics. While MIBC subtyping has primarily been based on messenger RNA (mRNA), long non-coding RNAs (lncRNAs) may provide additional resolution. METHODS:LncRNA expression was quantified from microarray data of a MIBC cohort treated with neoadjuvant chemotherapy (NAC) and radical cystectomy (RC) (n = 223). Unsupervised consensus clustering of highly variant lncRNAs identified a four-cluster solution, which was characterized using a panel of MIBC biomarkers, regulon activity profiles, gene signatures, and survival analysis. The four-cluster solution was confirmed in The Cancer Genome Atlas (TCGA) cohort (n = 405). A single-sample genomic classifier (GC) was trained using ridge-penalized logistic regression and validated in two independent cohorts (n = 255 and n = 94). RESULTS:NAC and TCGA cohorts both contained an lncRNA cluster (LC3) with favorable prognosis that was enriched with tumors of the luminal-papillary (LP) subtype. In both cohorts, patients with LP tumors in LC3 (LPL-C3) were younger and had organ-confined, node-negative disease. The LPL-C3 tumors had enhanced FGFR3, SHH, and wild-type p53 pathway activity. In the TCGA cohort, LPL-C3 tumors were enriched for FGFR3 mutations and depleted for TP53 and RB1 mutations. A GC trained to identify these LPL-C3 patients showed robust performance in two validation cohorts. CONCLUSIONS:Using lncRNA expression profiles, we identified a biologically distinct subgroup of luminal-papillary MIBC with a favorable prognosis. These data suggest that lncRNAs provide additional information for higher-resolution subtyping, potentially improving precision patient management.
- Published
- 2019