Long non-coding RNAs identify a subset of lumina muscle-invasive bladder cancer patients with favorable prognosis
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.
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).
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.
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.
|Keywords||Gene expression analysis, Long non-coding RNA, Molecular subtypes, Muscle-invasive bladder cancer|
|Persistent URL||dx.doi.org/10.1186/s13073-019-0669-z, hdl.handle.net/1765/120202|
de Jong, J.J, Y. Liu (Yang), A. Gordon Robertson, R. Seiler (Roland), C.S. Groeneveld (Clarice), van der Heijden, M.S, … E.A. Gibb (Ewan). (2019). Long non-coding RNAs identify a subset of lumina muscle-invasive bladder cancer patients with favorable prognosis. Genome Medicine, 11(60). doi:10.1186/s13073-019-0669-z