# Genomic Subtypes and Computational Biomarkers in Non-Muscle-Invasive Bladder Cancer Guiding Optimal Timing of Radical Cystectomy and BCG Response Prediction

**Authors:** Vlad-Horia Schițcu, Vlad Cristian Munteanu, Mihnea Bogdan Borz, Ion Cojocaru, Octavia Morari, Mircea Gîrbovan, Andrei-Ionuț Tișe

PMC · DOI: 10.3390/genes17020153 · 2026-01-29

## TL;DR

This review explores how genomic and immune-based biomarkers can help decide the best treatment timing for non-muscle-invasive bladder cancer patients who do not respond to BCG therapy.

## Contribution

The paper introduces a conceptual framework integrating molecular and immune data to guide treatment decisions in BCG-unresponsive bladder cancer.

## Key findings

- Genomic and immune biomarkers like BRS1–3 and UROMOL21 improve risk stratification in NMIBC.
- Early radical cystectomy may offer better recurrence-free survival in selected BCG-failure cases.
- Tumor biology and immune context influence BCG response and treatment outcomes.

## Abstract

Non-muscle-invasive bladder cancer (NMIBC) accounts for approximately 70% of newly diagnosed bladder cancer cases but exhibits significant clinical heterogeneity in treatment response and progression risk. While intravesical bacillus Calmette–GuérinCa (BCG) therapy remains the gold standard for high-risk disease, approximately 30–50% of patients experience BCG failure, creating a critical decision point between additional bladder-sparing therapy (BST) and early radical cystectomy (RC). Recent clinical data from the CISTO study suggest that, in appropriately selected patients, RC may be associated with higher 12-month recurrence-free survival while maintaining comparable cancer-specific survival and physical functioning. In this narrative review, we synthesize contemporary evidence on NMIBC genomic and transcriptomic subtypes, immune contexture, and clinicopathologic features associated with BCG response and progression risk, with emphasis on clinically oriented classification systems such as BCG Response Subtypes (BRS1–3) and UROMOL21. We highlight how tumor-intrinsic biology (e.g., EMT-associated programs), immune phenotypes (inflamed vs. immune-cold microenvironments), and genomic alterations may help refine risk stratification beyond traditional clinicopathologic models. To facilitate clinical integration, we propose a conceptual decisional framework that combines molecular subtype assignment, immune profiling, key pathologic risk factors, and patient considerations to generate probabilistic risk tiers that support selection among early RC, BST, and clinical trial strategies. Standardized multicenter cohorts and prospective evaluation are needed to validate integrated models and define their clinical utility for the precision timing of cystectomy in BCG-unresponsive NMIBC.

## Linked entities

- **Diseases:** bladder cancer (MONDO:0004986)

## Full-text entities

- **Genes:** PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, KRT14 (keratin 14) [NCBI Gene 3861] {aka CK14, EBS1, EBS1A, EBS1B, EBS1C, EBS1D}, KRT72 (keratin 72) [NCBI Gene 140807] {aka CK-72, K6IRS2, K6irs, K72, KRT6, KRT6IRS2}, MYC (MYC proto-oncogene, bHLH transcription factor) [NCBI Gene 4609] {aka MRTL, MYCC, bHLHe39, c-Myc}, STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774] {aka ADMIO, ADMIO1, APRF, HIES}, CD44 (CD44 molecule (IN blood group)) [NCBI Gene 960] {aka CDW44, CSPG8, ECM-III, ECMR-III, H-CAM, HCELL}, GATA3 (GATA binding protein 3) [NCBI Gene 2625] {aka HDR, HDRS}, UPK3A (uroplakin 3A) [NCBI Gene 7380] {aka UP3A, UPIII, UPIIIA, UPK3}, KRT5 (keratin 5) [NCBI Gene 3852] {aka CK5, DDD, DDD1, EBS1, EBS2, EBS2A}, RB1 (RB transcriptional corepressor 1) [NCBI Gene 5925] {aka OSRC, PPP1R130, RB, p105-Rb, p110-RB1, pRb}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, CDKN1A (cyclin dependent kinase inhibitor 1A) [NCBI Gene 1026] {aka CAP20, CDKN1, CIP1, MDA-6, P21, SDI1}, HRAS (HRas proto-oncogene, GTPase) [NCBI Gene 3265] {aka C-BAS/HAS, C-H-RAS, C-HA-RAS1, CTLO, H-RASIDX, HAMSV}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, UPK1A (uroplakin 1A) [NCBI Gene 11045] {aka TSPAN21, UP1A, UPIA, UPKA}, CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029] {aka ARF, CAI2, CDK4I, CDKN2, CMM2, INK4}, TENM1 (teneurin transmembrane protein 1) [NCBI Gene 10178] {aka ODZ1, ODZ3, TEN-M1, TEN1, TNM, TNM1}, ARID1A (AT-rich interaction domain 1A) [NCBI Gene 8289] {aka B120, BAF250, BAF250a, BM029, C1orf4, CSS2}, FOXA1 (forkhead box A1) [NCBI Gene 3169] {aka HNF3A, TCF3A}, FGFR3 (fibroblast growth factor receptor 3) [NCBI Gene 2261] {aka ACH, CD333, CEK2, HSFGFR3EX, JTK4}, ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064] {aka CD340, HER-2, HER-2/neu, HER2, MLN 19, MLN-19}, FOXP3 (forkhead box P3) [NCBI Gene 50943] {aka AIID, DIETER, IPEX, JM2, PIDX, XPID}, EZH2 (enhancer of zeste 2 polycomb repressive complex 2 subunit) [NCBI Gene 2146] {aka ENX-1, ENX1, EZH2b, KMT6, KMT6A, WVS}, IDO1 (indoleamine 2,3-dioxygenase 1) [NCBI Gene 3620] {aka IDO, IDO-1, INDO}, ELF3 (E74 like ETS transcription factor 3) [NCBI Gene 1999] {aka EPR-1, ERT, ESE-1, ESX}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, SNAI3 (snail family transcriptional repressor 3) [NCBI Gene 333929] {aka SMUC, SNAIL3, ZNF293, Zfp293}, BRS3 (bombesin receptor subtype 3) [NCBI Gene 680] {aka BB3, BB3R, BBR3}, E2F1 (E2F transcription factor 1) [NCBI Gene 1869] {aka E2F-1, RBAP1, RBBP3, RBP3}, TWIST2 (twist family bHLH transcription factor 2) [NCBI Gene 117581] {aka AMS, BBRSAY, DERMO1, FFDD3, SETLSS, bHLHa39}, EZR (ezrin) [NCBI Gene 7430] {aka CVIL, CVL, HEL-S-105, VIL2}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, ZEB2 (zinc finger E-box binding homeobox 2) [NCBI Gene 9839] {aka HSPC082, SIP-1, SIP1, SMADIP1, ZFHX1B}, TP63 (tumor protein p63) [NCBI Gene 8626] {aka AIS, B(p51A), B(p51B), EEC3, KET, LMS}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, CDH1 (cadherin 1) [NCBI Gene 999] {aka Arc-1, BCDS1, CD324, CDHE, ECAD, LCAM}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, PPARG (peroxisome proliferator activated receptor gamma) [NCBI Gene 5468] {aka CIMT1, FPLD3, GLM1, NR1C3, PPARG1, PPARG2}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, UPK2 (uroplakin 2) [NCBI Gene 7379] {aka UP2, UPII}, PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290] {aka CCM4, CLAPO, CLOVE, CWS5, HMH, MCAP}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}
- **Diseases:** CIS (MESH:D002278), Class 2 tumors (MESH:D009369), BCG (MESH:D000881), injury to (MESH:D014947), muscle (MESH:D019042), bladder symptoms (MESH:D001745), frailty (MESH:D000073496), non (MESH:C580335), NMIBC (MESH:D000093284), MDSCs (OMIM:601308), AA (MESH:C566236), Bladder Cancer (MESH:D001749), -Invasive (MESH:D009361)
- **Chemicals:** aristolochic acid (MESH:C000228), pembrolizumab (MESH:C582435), BCG (-), Gemcitabine (MESH:D000093542), Docetaxel (MESH:D000077143)
- **Species:** Bacillus sp. CG (species) [taxon 1196795], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** UROMOL21 — Mus musculus (Mouse), Hybridoma (CVCL_C5HW)

## Figures

1 figure with captions in the complete paper: https://tomesphere.com/paper/PMC12940329/full.md

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Source: https://tomesphere.com/paper/PMC12940329