# Molecular Characterization of Muscle-Invasive Bladder Cancer: Key MicroRNAs, Transcription Factors, and Differentially Expressed Genes

**Authors:** Venhar Gurbuz Can

PMC · DOI: 10.3390/genes17020122 · Genes · 2026-01-24

## TL;DR

This study identifies key miRNAs, transcription factors, and genes involved in muscle-invasive bladder cancer, offering potential biomarkers for diagnosis.

## Contribution

The study provides a novel integrative analysis of miRNA-TF-gene interactions in muscle-invasive bladder cancer.

## Key findings

- MYC, TP53, and other transcription factors regulate genes involved in cell cycle and tumor progression.
- miR-200, miR-17, and miR-29 families act as key post-transcriptional regulators in bladder cancer.
- MAPK3, AKT1, and CDK1 are hub genes linked to cell proliferation and signaling in MIBC.

## Abstract

Background: The present study set out to identify key miRNAs, TFs and signaling pathways associated with bladder cancer, with a view to elucidating the networks of miRNA-TF-gene interactions that may serve as potential molecular biomarkers for disease diagnosis. Methods: An integrative analysis was conducted using the publicly available microarray dataset GSE130598. Expression profanalyzede analyzed from 42 muscle-invasive bladder cancer (MIBC) tissues and 42 matched adjacent normal bladder tissues. After data preprocessing and normalization, differentially expressed genes (DEGs) were identified. To identify the associated biological processes and signaling pathways, functional enrichment analyses were conducted using the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases. Protein–protein interaction (PPI) network analysis was then employed to identify hub genes and key molecular interaction modules associated with bladder cancer. Results: MYC, TP53, SP1, E2F1, E2F3, NFKB1, and TWIST1 were identified as central transcriptional regulators, indicating their roles in controlling genes involved in cell cycle regulation, DNA damage response, and tumor progression. Several miRNA families, including miR-200, miR-17, miR-29, miR-141, and miR-548, have been identified as key post-transcriptional regulators, suggesting their involvement in oncogenic signaling and cellular differentiation. PPI network analysis revealed MAPK3, AKT1, CHEK1, CDK1, AURKA, and AURKB as hub genes associated with cell proliferation, mitotic control, and intracellular signaling. Conclusions: Fundamental molecular processes underlying bladder cancer pathogenesis include cell cycle control, signal transduction, and genomic stability. These findings provide insight into the molecular regulatory landscape of MIBC and highlight potential targets for diagnostic and prognostic applications.

## Linked entities

- **Genes:** MYC (MYC proto-oncogene, bHLH transcription factor) [NCBI Gene 4609], TP53 (tumor protein p53) [NCBI Gene 7157], SP1 (Sp1 transcription factor) [NCBI Gene 6667], E2F1 (E2F transcription factor 1) [NCBI Gene 1869], E2F3 (E2F transcription factor 3) [NCBI Gene 1871], NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790], TWIST1 (twist family bHLH transcription factor 1) [NCBI Gene 7291], MAPK3 (mitogen-activated protein kinase 3) [NCBI Gene 5595], AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207], CHEK1 (checkpoint kinase 1) [NCBI Gene 1111], CDK1 (cyclin dependent kinase 1) [NCBI Gene 983], AURKA (aurora kinase A) [NCBI Gene 6790], AURKB (aurora kinase B) [NCBI Gene 9212]
- **Diseases:** bladder cancer (MONDO:0004986)

## Full-text entities

- **Genes:** E2F1 (E2F transcription factor 1) [NCBI Gene 1869] {aka E2F-1, RBAP1, RBBP3, RBP3}, MIR29C (microRNA 29c) [NCBI Gene 407026] {aka MIRN29C, miRNA29C, mir-29c}, MIR141 (microRNA 141) [NCBI Gene 406933] {aka MIRN141, mir-141}, MIR5700 (microRNA 5700) [NCBI Gene 100847031], MIR34A (microRNA 34a) [NCBI Gene 407040] {aka MIRN34A, miRNA34A, mir-34, mir-34a}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475] {aka FRAP, FRAP1, FRAP2, RAFT1, RAPT1, SKS}, SP1 (Sp1 transcription factor) [NCBI Gene 6667], MIR20A (microRNA 20a) [NCBI Gene 406982] {aka C13orf25, MIR20, MIRH1, MIRHG1, MIRN20, MIRN20A}, MIR19A (microRNA 19a) [NCBI Gene 406979] {aka C13orf25, MIRH1, MIRHG1, MIRN19A, hsa-mir-19a, miR-19a}, F3 (coagulation factor III, tissue factor) [NCBI Gene 2152] {aka CD142, TF, TFA}, MAPK1 (mitogen-activated protein kinase 1) [NCBI Gene 5594] {aka ERK, ERK-2, ERK2, ERT1, MAPK2, NS13}, AKT3 (AKT serine/threonine kinase 3) [NCBI Gene 10000] {aka MPPH, MPPH2, PKB-GAMMA, PKBG, PRKBG, RAC-PK-gamma}, CHEK1 (checkpoint kinase 1) [NCBI Gene 1111] {aka CHK1, OZEMA21}, TWIST1 (twist family bHLH transcription factor 1) [NCBI Gene 7291] {aka ACS3, BPES2, BPES3, CRS, CRS1, CSO}, SPI1 (Spi-1 proto-oncogene) [NCBI Gene 6688] {aka AGM10, OF, PU.1, SFPI1, SPI-1, SPI-A}, YY1 (YY1 transcription factor) [NCBI Gene 7528] {aka DELTA, GADEVS, INO80S, NF-E1, UCRBP, YIN-YANG-1}, MAPK3 (mitogen-activated protein kinase 3) [NCBI Gene 5595] {aka ERK-1, ERK1, ERT2, HS44KDAP, HUMKER1A, P44ERK1}, MIR29A (microRNA 29a) [NCBI Gene 407021] {aka MIRN29, MIRN29A, hsa-mir-29, hsa-mir-29a, miRNA29A, mir-29a}, AURKB (aurora kinase B) [NCBI Gene 9212] {aka AIK2, AIM-1, AIM1, ARK-2, ARK2, AurB}, MIR17HG (miR-17-92a-1 cluster host gene) [NCBI Gene 407975] {aka C13orf25, LINC00048, MIHG1, MIRH1, MIRHG1, NCRNA00048}, ESR1 (estrogen receptor 1) [NCBI Gene 2099] {aka ER, ESR, ESRA, ESTRR, Era, NR3A1}, HIF1A (hypoxia inducible factor 1 subunit alpha) [NCBI Gene 3091] {aka HIF-1-alpha, HIF-1A, HIF-1alpha, HIF1, HIF1-ALPHA, MOP1}, MIR17 (microRNA 17) [NCBI Gene 406952] {aka MIR17-5p, MIR91, MIRN17, MIRN91, hsa-mir-17, miR-17}, FCER1A (Fc epsilon receptor Ia) [NCBI Gene 2205] {aka FCE1A, FCERIA, FcERI}, PRKAR1A (protein kinase cAMP-dependent type I regulatory subunit alpha) [NCBI Gene 5573] {aka ACRDYS1, ADOHR, CAR, CNC, CNC1, PKR1}, MIR21 (microRNA 21) [NCBI Gene 406991] {aka MIRN21, hsa-mir-21, miR-21, miRNA21}, MIR7-3 (microRNA 7-3) [NCBI Gene 407045] {aka MIRN7-3, hsa-mir-7-3, mir-7-3}, MIR15B (microRNA 15b) [NCBI Gene 406949] {aka MIRN15B, hsa-mir-15b, miR-15b}, EGFR (epidermal growth factor receptor) [NCBI Gene 1956] {aka ERBB, ERBB1, ERRP, HER1, NISBD2, NNCIS}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, MAPK13 (mitogen-activated protein kinase 13) [NCBI Gene 5603] {aka MAPK 13, MAPK-13, PRKM13, SAPK4, p38delta}, STAT5A (signal transducer and activator of transcription 5A) [NCBI Gene 6776] {aka MGF, STAT5}, E2F4 (E2F transcription factor 4) [NCBI Gene 1874] {aka E2F-4}, MYCN (MYCN proto-oncogene, bHLH transcription factor) [NCBI Gene 4613] {aka FGLDS1, MODED, MPAPA, MYCNsORF, MYCNsPEP, N-myc}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, PLK1 (polo like kinase 1) [NCBI Gene 5347] {aka PLK, STPK13}, E2F3 (E2F transcription factor 3) [NCBI Gene 1871] {aka E2F-3}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, CEBPA (CCAAT enhancer binding protein alpha) [NCBI Gene 1050] {aka C/EBP-alpha, CEBP}, ZEB1 (zinc finger E-box binding homeobox 1) [NCBI Gene 6935] {aka AREB6, BZP, DELTAEF1, FECD6, NIL2A, PPCD3}, MYC (MYC proto-oncogene, bHLH transcription factor) [NCBI Gene 4609] {aka MRTL, MYCC, bHLHe39, c-Myc}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, ELAVL2 (ELAV like RNA binding protein 2) [NCBI Gene 1993] {aka HEL-N1, HELN1, HUB}, AURKA (aurora kinase A) [NCBI Gene 6790] {aka AIK, ARK1, AURA, BTAK, PPP1R47, STK15}, VEGFA (vascular endothelial growth factor A) [NCBI Gene 7422] {aka L-VEGF, MVCD1, VEGF, VPF}, CDK1 (cyclin dependent kinase 1) [NCBI Gene 983] {aka CDC2, CDC28A, P34CDC2}, FGFR3 (fibroblast growth factor receptor 3) [NCBI Gene 2261] {aka ACH, CD333, CEK2, HSFGFR3EX, JTK4}, RAP1A (RAP1A, member of RAS oncogene family) [NCBI Gene 5906] {aka C21KG, G-22K, KREV-1, KREV1, RAP1, SMGP21}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, REL (REL proto-oncogene, NF-kB subunit) [NCBI Gene 5966] {aka C-Rel, HIVEN86A, IMD92}, INSR (insulin receptor) [NCBI Gene 3643] {aka CD220, HHF5}, TXK (TXK tyrosine kinase) [NCBI Gene 7294] {aka BTKL, PSCTK5, PTK4, RLK, TKL}, MIR429 (microRNA 429) [NCBI Gene 554210] {aka MIRN429, hsa-mir-429, mir-429}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}
- **Diseases:** MIBC (MESH:D000093284), Viral carcinogenesis (MESH:D014777), metastasis (MESH:D009362), BC (MESH:D001749), Cancer (MESH:D009369), injury to (MESH:D014947), inflammation (MESH:D007249), carcinogenesis (MESH:D063646)
- **Chemicals:** ATP (MESH:D000255), Phosphate (MESH:D010710), Progesterone (MESH:D011374)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

11 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12940790/full.md

## References

43 references — full list in the complete paper: https://tomesphere.com/paper/PMC12940790/full.md

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Source: https://tomesphere.com/paper/PMC12940790