Integrative multi-omics analysis of muscle-invasive bladder cancer identifies prognostic biomarkers for frontline chemotherapy and immunotherapy

被引:22
作者
Mo, Qianxing [1 ,6 ]
Li, Roger [2 ]
Adeegbe, Dennis O. [3 ]
Peng, Guang [4 ]
Chan, Keith Syson [5 ]
机构
[1] H Lee Moffitt Canc Ctr & Res Inst, Dept Biostat & Bioinformat, Tampa, FL 33612 USA
[2] H Lee Moffitt Canc Ctr & Res Inst, Dept Genitourinary Oncol, Tampa, FL 33612 USA
[3] H Lee Moffitt Canc Ctr & Res Inst, Dept Immunol, Tampa, FL 33612 USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Clin Canc Prevent, Houston, TX 77030 USA
[5] Cedars Sinai Med Ctr, Dept Pathol, Los Angeles, CA 90048 USA
[6] Cedars Sinai Med Ctr, Samuel Oschin Comprehens Canc Inst, Los Angeles, CA 90048 USA
关键词
METASTATIC UROTHELIAL CARCINOMA; GENE-EXPRESSION SIGNATURE; LATENT VARIABLE MODEL; PHASE-II TRIAL; METHYLTHIOADENOSINE PHOSPHORYLASE; HOMOZYGOUS DELETION; MOLECULAR TAXONOMY; SUBTYPES; BLOCKADE; TUMORS;
D O I
10.1038/s42003-020-01491-2
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Only a subgroup of patients with muscle-invasive bladder cancer (MIBC) are responders toward cisplatin-based chemotherapy and PD-L1 blockade immunotherapy. There is a clinical need to identify MIBC molecular subtypes and biomarkers for patient stratification toward the therapies. Here, we performed an integrative clustering analysis of 388 MIBC samples with multi-omics data and identified basal and luminal/differentiated integrative subtypes and derived a 42 gene panel for classification of MIBC. Using nine additional gene expression data (n=844), we demonstrated the prognostic value of the 42 basal-luminal genes. The basal subtype was associated with worse overall survival in patients receiving no neoadjuvant chemotherapy (NAC), but better overall survival in patients receiving NAC in two clinical trials. Each of the subtypes could be further divided into chr9 p21.3 normal or loss subgroup. The patients with low expression of MTAP/CDKN2A/2B (indicative of chr9 p21.3 loss) had a significantly lower response rate to anti-PD-L1 immunotherapy and worse survival than the patients with high expression of MTAP/CDKN2A/2B. This integrative analysis reveals intrinsic MIBC subtypes and biomarkers with prognostic value for the frontline therapies. Qianxing Mo et al. identify basal and luminal integrative subtypes of muscle-invasive bladder cancer (MIBC) using multi-omics data from The Cancer Genome Atlas. Using a gene panel for classification of MIBC derived from gene expression data, they find that the basal subtype is associated with worse survival in patients receiving no neoadjuvant chemotherapy (NAC), but better survival in patients receiving cisplatin-based NAC and further identify genes associated with response to PD-L1 blockade immunotherapy, suggesting potential clinical use of these genes' expression signature.
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页数:14
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