A validation and extended description of the Lund taxonomy for urothelial carcinoma using the TCGA cohort

被引:127
作者
Marzouka, Nour-al-dain [1 ]
Eriksson, Pontus [1 ]
Rovira, Carlos [1 ]
Liedberg, Fredrik [2 ]
Sjodahl, Gottfrid [2 ]
Hoglund, Mattias [1 ]
机构
[1] Lund Univ, Div Oncol & Pathol, Dept Clin Sci, Lund, Sweden
[2] Lund Univ, Skane Univ Hosp, Div Urol Res, Dept Translat Med, Malmo, Sweden
基金
瑞典研究理事会;
关键词
BLADDER-CANCER; MOLECULAR SUBTYPES; CLASSIFICATION; IDENTIFICATION; METHYLATION; BASAL;
D O I
10.1038/s41598-018-22126-x
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Global gene expression analysis has been a major tool for urothelial carcinoma subtype discovery. This approach has revealed extensive complexity both in intrinsic features of the tumor cells and in the microenvironment. However, global gene expression cannot distinguish between gene expression signals originating from the tumor cells proper and from normal cells in the biopsy. Here, we use a large cohort of advanced urothelial carcinomas for which both gene expression data and extensive immunohistochemistry are available to create a supervised mRNA expression centroid classifier. This classifier identifies the major Lund taxonomy tumor cell phenotypes as defined by IHC. We apply this classifier to the independent TCGA dataset and show excellent associations between identified subtypes and genomic features. We validate a progressed version of Urotheliallike A (UroAProg) that shows FGFR3 mutations and CDKN2A deletions, and we show that the variant Urotheliallike C is almost devoid of FGFR3 mutations. We show that Genomically Unstable tumors are very distinct from Urotheliallike tumors at the genomic level, and that tumors classified as Basal/SCClike all complied with the established definition for Basal/SCClike tumors. We identify the Mesenchymallike and Smallcell/ Neuroendocrinelike subtypes, and demonstrate that patients with UroB and Sc/NElike tumors show the worst overall survival.
引用
收藏
页数:12
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