Deciphering the immunological and prognostic features of bladder cancer through platinum-resistance-related genes analysis and identifying potential therapeutic target P4HB.
P4HB
bladder cancer
immune microenvironment
immunotherapy
molecular subtypes
platinum resistance
prognosis
Journal
Frontiers in immunology
ISSN: 1664-3224
Titre abrégé: Front Immunol
Pays: Switzerland
ID NLM: 101560960
Informations de publication
Date de publication:
2023
2023
Historique:
received:
05
07
2023
accepted:
01
09
2023
medline:
5
10
2023
pubmed:
4
10
2023
entrez:
4
10
2023
Statut:
epublish
Résumé
To identify the molecular subtypes and develop a scoring system for the tumor immune microenvironment (TIME) and prognostic features of bladder cancer (BLCA) based on the platinum-resistance-related (PRR) genes analysis while identifying P4HB as a potential therapeutic target. In this study, we analyzed gene expression data and clinical information of 594 BLCA samples. We used unsupervised clustering to identify molecular subtypes based on the expression levels of PRR genes. Functional and pathway enrichment analyses were performed to understand the biological activities of these subtypes. We also assessed the TIME and developed a prognostic signature and scoring system. Moreover, we analyzed the efficacy of immune checkpoint inhibitors. Then we conducted real-time fluorescence quantitative polymerase chain reaction (RT-qPCR) experiments to detect the expression level of prolyl 4-hydroxylase subunit beta (P4HB) in BLCA cell lines. Transfection of small interference ribonucleic acid (siRNA) was performed in 5637 and EJ cells to knock down P4HB, and the impact of P4HB on cellular functions was evaluated through wound-healing and transwell assays. Finally, siRNA transfection of P4HB was performed in the cisplatin-resistant T24 cell to assess its impact on the sensitivity of BLCA to platinum-based chemotherapy drugs. In a cohort of 594 BLCA samples (TCGA-BLCA, n=406; GSE13507, n=188), 846 PRR-associated genes were identified by intersecting BLCA expression data from TCGA and GEO databases with the PRR genes from the HGSOC-Platinum database. Univariate Cox regression analysis revealed 264 PRR genes linked to BLCA prognosis. We identified three molecular subtypes (Cluster A-C) and the PRR scoring system based on PRR genes. Cluster C exhibited a better prognosis and lower immune cell infiltration compared to the other Clusters A and B. The high PRR score group was significantly associated with an immunosuppressive tumor microenvironment, poor clinical-pathological features, and a poor prognosis. Furthermore, the high PRR group showed higher expression of immune checkpoint molecules and a poorer response to immune checkpoint inhibitors than the low PRR group. The key PRR gene P4HB was highly expressed in BLCA cell lines, and cellular functional experiments Our study demonstrates that the PRR signatures are significantly associated with clinical-pathological features, the TIME, and prognostic features. The key PRR gene, P4HB, s a biomarker for the individualized treatment of BLCA patients.
Identifiants
pubmed: 37790935
doi: 10.3389/fimmu.2023.1253586
pmc: PMC10544894
doi:
Substances chimiques
Platinum
49DFR088MY
Immune Checkpoint Inhibitors
0
RNA, Small Interfering
0
P4HB protein, human
EC 5.3.4.1
Procollagen-Proline Dioxygenase
EC 1.14.11.2
Protein Disulfide-Isomerases
EC 5.3.4.1
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
1253586Informations de copyright
Copyright © 2023 Xiong, Li, Zeng, Nie, Liu, Liu, Chen, Fu, Deng and Xu.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Références
Gene. 2019 May 25;698:120-128
pubmed: 30849534
Semin Cancer Biol. 2015 Apr;31:65-75
pubmed: 25117005
Bioinformatics. 2010 Jun 15;26(12):1572-3
pubmed: 20427518
Front Immunol. 2022 Jul 06;13:844142
pubmed: 35874717
Cancer Discov. 2022 Apr 1;12(4):984-1001
pubmed: 34933901
J Immunol. 2015 Oct 15;195(8):4010-9
pubmed: 26363055
Cancer Manag Res. 2021 Dec 06;13:9015-9024
pubmed: 34908877
Onco Targets Ther. 2020 Sep 28;13:9543-9558
pubmed: 33061438
Semin Cancer Biol. 2021 Dec;77:3-28
pubmed: 33607246
Front Genet. 2023 Jan 26;14:1062060
pubmed: 36777726
Philos Trans R Soc Lond B Biol Sci. 2015 Feb 5;370(1661):20140042
pubmed: 25533099
Cancer Immunol Immunother. 2007 Aug;56(8):1173-82
pubmed: 17186290
Int J Mol Sci. 2020 Oct 12;21(20):
pubmed: 33053689
J Adv Res. 2022 Jul;39:187-202
pubmed: 35777908
Neuro Oncol. 2013 May;15(5):562-77
pubmed: 23444257
Cancer Cell. 2015 Apr 13;27(4):462-72
pubmed: 25858805
Proc Natl Acad Sci U S A. 2019 Jul 9;116(28):14174-14180
pubmed: 31235595
CA Cancer J Clin. 2021 May;71(3):209-249
pubmed: 33538338
Eur Urol. 2020 Apr;77(4):420-433
pubmed: 31563503
Nat Rev Urol. 2019 Aug;16(8):465-483
pubmed: 31289379
J Clin Invest. 2021 Mar 15;131(6):
pubmed: 33720040
Oncol Lett. 2020 Jul;20(1):257-265
pubmed: 32565952
Eur Urol. 2022 Jan;81(1):75-94
pubmed: 34511303
Cancer Discov. 2018 Sep;8(9):1069-1086
pubmed: 30115704
Drug Resist Updat. 2023 May;68:100938
pubmed: 36774746
Clin Cancer Res. 2015 Nov 15;21(22):5047-56
pubmed: 26567364
Pathol Res Pract. 2023 May;245:154474
pubmed: 37119730
Int J Mol Sci. 2019 Aug 24;20(17):
pubmed: 31450627
Nat Rev Urol. 2013 Sep;10(9):537-45
pubmed: 23979666
J Biomed Sci. 2022 Oct 17;29(1):83
pubmed: 36253762
Extreme Mech Lett. 2018 May;21:25-34
pubmed: 30135864
Cancers (Basel). 2022 Jul 15;14(14):
pubmed: 35884498
Adv Exp Med Biol. 2019;1189:53-84
pubmed: 31758531
Nat Rev Cancer. 2020 Nov;20(11):662-680
pubmed: 32753728
Recent Pat Anticancer Drug Discov. 2006 Jun;1(2):285-95
pubmed: 18221042
Hematol Oncol Clin North Am. 2021 Jun;35(3):531-541
pubmed: 33958149
Cancer Sci. 2019 Feb;110(2):489-498
pubmed: 30548363
Int J Biol Sci. 2022 Apr 24;18(7):3019-3033
pubmed: 35541919
Blood. 2019 May 16;133(20):2159-2167
pubmed: 30898857
Front Cell Dev Biol. 2022 Jun 15;10:893490
pubmed: 35784467
J Biol Chem. 2020 Feb 21;295(8):2495-2505
pubmed: 31937589