# Multidimensional liquid biopsy in bladder cancer: advances in circulating tumor cells, circulating tumor DNA, exosomes, and metabolomics

**Authors:** Dianjie Zeng, Bojian Liu, Fei Deng, Yinhuai Wang, Jiachen Liu, Zebin Deng

PMC · DOI: 10.1093/oncolo/oyaf409 · 2026-01-23

## TL;DR

This paper reviews how liquid biopsy tools like CTCs, ctDNA, exosomes, and metabolomics can improve bladder cancer diagnosis and treatment.

## Contribution

The paper provides a comprehensive review of multidimensional liquid biopsy components in bladder cancer.

## Key findings

- CTCs and ctDNA reveal tumor genetics and dynamics.
- Exosomes reflect microenvironmental signaling and lipid metabolism.
- Urinary VOCs enable early-stage discrimination and metabolic profiling.

## Abstract

Bladder cancer (BCa), marked by clinical heterogeneity and late diagnosis, remains a global health challenge. The limitations of conventional diagnostics have spurred the advancement of liquid biopsy approaches, which offer minimally invasive tools for early detection, prognosis, and therapeutic monitoring. This review highlights key components of liquid biopsy in BCa, including circulating tumor cells (CTCs), circulating tumor DNA (ctDNA), exosomes, and metabolomics—especially urinary volatile organic compounds (VOCs). Each modality contributes distinct insights into tumor biology: CTCs and ctDNA provide information on tumor genetics and dynamics; exosomes reflect microenvironmental signaling and lipid metabolism; and urinary VOC profiling enables metabolic characterization and early-stage discrimination. We explore how these dimensions complement each other in tracking disease progression, predicting recurrence, and guiding personalized therapy. Emphasis is placed on recent technological advances, clinical utility, and future integration into practice. This multidimensional perspective underscores the transformative potential of liquid biopsy in improving BCa outcomes.

Graphical Abstract

## Linked entities

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

## Full-text entities

- **Genes:** MIR184 (microRNA 184) [NCBI Gene 406960] {aka EDICT, MIRN184, miR-184}, PDCD6IP (programmed cell death 6 interacting protein) [NCBI Gene 10015] {aka AIP1, ALIX, DRIP4, HP95, MCPH29}, LPL (lipoprotein lipase) [NCBI Gene 4023] {aka HDLCQ11, LIPD}, MMP12 (matrix metallopeptidase 12) [NCBI Gene 4321] {aka HME, ME, MME, MMP-12}, HMGA1 (high mobility group AT-hook 1) [NCBI Gene 3159] {aka HMG-R, HMGA1A, HMGIY}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, TSG101 (tumor susceptibility 101) [NCBI Gene 7251] {aka TSG10, VPS23}, ADAM15 (ADAM metallopeptidase domain 15) [NCBI Gene 8751] {aka MDC15}, H2BC3 (H2B clustered histone 3) [NCBI Gene 3018] {aka H2B.1, H2B/f, H2BFF, HIST1H2BB}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, MMP7 (matrix metallopeptidase 7) [NCBI Gene 4316] {aka MMP-7, MPSL1, PUMP-1}, GLS (glutaminase) [NCBI Gene 2744] {aka AAD20, CASGID, DEE71, EIEE71, GAC, GAM}, EGFR (epidermal growth factor receptor) [NCBI Gene 1956] {aka ERBB, ERBB1, ERRP, HER1, NISBD2, NNCIS}, AKR1C3 (aldo-keto reductase family 1 member C3) [NCBI Gene 8644] {aka DD3, DDX, HA1753, HAKRB, HAKRe, HSD17B5}, CISH (cytokine inducible SH2 containing protein) [NCBI Gene 1154] {aka BACTS2, CIS, CIS-1, G18, SOCS}, HMOX1 (heme oxygenase 1) [NCBI Gene 3162] {aka HMOX1D, HO-1, HSP32, bK286B10}, EPCAM (epithelial cell adhesion molecule) [NCBI Gene 4072] {aka Ber-Ep4, BerEp4, DIAR5, EGP-2, EGP314, EGP40}, TRPS1 (transcriptional repressor GATA binding 1) [NCBI Gene 7227] {aka GC79, LGCR}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, MIR146A (microRNA 146a) [NCBI Gene 406938] {aka MIRN146, MIRN146A, miR-146a, miRNA146A}, BLNK (B cell linker) [NCBI Gene 29760] {aka AGM4, BASH, BLNK-S, LY57, SLP-65, SLP65}, MIR33A (microRNA 33a) [NCBI Gene 407039] {aka MIR33, MIRN33, MIRN33A, hsa-mir-33, hsa-mir-33a, miR-33}, MIR375 (microRNA 375) [NCBI Gene 494324] {aka MIRN375, hsa-mir-375, miRNA375, mir-375}, ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064] {aka CD340, HER-2, HER-2/neu, HER2, MLN 19, MLN-19}, LUCAT1 (lung cancer associated transcript 1) [NCBI Gene 100505994] {aka SCAL1, SCAT5}, ABCA1 (ATP binding cassette subfamily A member 1) [NCBI Gene 19] {aka ABC-1, ABC1, CERP, HDLCQTL13, HDLDT1, HPALP1}, SMPD1 (sphingomyelin phosphodiesterase 1) [NCBI Gene 6609] {aka ASM, ASMASE, NPD}, APOE (apolipoprotein E) [NCBI Gene 348] {aka AD2, APO-E, ApoE4, LDLCQ5, LPG}, PECAM1 (platelet and endothelial cell adhesion molecule 1) [NCBI Gene 5175] {aka CD31, CD31/EndoCAM, GPIIA', PECA1, PECAM-1, endoCAM}, CD63 (CD63 molecule) [NCBI Gene 967] {aka AD1, HOP-26, ME491, MLA1, OMA81H, Pltgp40}, NUMA1 (nuclear mitotic apparatus protein 1) [NCBI Gene 4926] {aka NMP-22, NUMA}, SERPINA1 (serpin family A member 1) [NCBI Gene 5265] {aka A1A, A1AT, AAT, PI, PI1, PRO2275}
- **Diseases:** rectal cancer (MESH:D012004), lymph node (MESH:D000072717), deaths (MESH:D003643), urological conditions (MESH:D014570), metastasis (MESH:D009362), prostate cancer (MESH:D011471), carcinoma in situ (MESH:D002278), chronic bladder inflammation (MESH:D007249), dysuria (MESH:D053159), carcinogenesis (MESH:D063646), systemic disease (MESH:D034721), renal cell carcinoma (MESH:D002292), hematuria (MESH:D006417), MIBC (MESH:D000093284), urological malignancies (MESH:D014571), Urinary calculi (MESH:D014545), BCa (MESH:D001749), toxicity (MESH:D064420), cancer (MESH:D009369), urinary tract infections (MESH:D014552), urothelial carcinoma (MESH:D014523)
- **Chemicals:** cisplatin (MESH:D002945), reactive oxygen species (MESH:D017382), VOC (MESH:D055549), enfortumab vedotin (MESH:C000632577), triglyceride (MESH:D014280), aldehydes (MESH:D000447), gemcitabine (MESH:D000093542), Atezolizumab (MESH:C000594389), graphene oxide (MESH:C000628730), Cholesterol (MESH:D002784), Ipilimumab (MESH:D000074324), Nivolumab (MESH:D000077594), hydrocarbons (MESH:D006838), Lipid (MESH:D008055), fatty acid (MESH:D005227), pembrolizumab (MESH:C582435), cyclophosphamide (MESH:D003520), ceramide (MESH:D002518), ketones (MESH:D007659), volatile organic (-), sphingomyelin (MESH:D013109), Sphingolipid (MESH:D013107)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** G12S

## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12854087/full.md

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Source: https://tomesphere.com/paper/PMC12854087