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非肌肉浸润性膀胱癌的外显子组和转录组联合测序:基因组改变、表达亚型与临床结局之间的关联。

Combined exome and transcriptome sequencing of non-muscle-invasive bladder cancer: associations between genomic changes, expression subtypes, and clinical outcomes.

机构信息

Bladder Cancer Research Centre, University of Birmingham, Birmingham, UK.

Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK.

出版信息

Genome Med. 2022 Jun 3;14(1):59. doi: 10.1186/s13073-022-01056-4.

Abstract

BACKGROUND

Three-quarters of bladder cancer patients present with early-stage disease (non-muscle-invasive bladder cancer, NMIBC, UICC TNM stages Ta, T1 and Tis); however, most next-generation sequencing studies to date have concentrated on later-stage disease (muscle-invasive BC, stages T2+). We used exome and transcriptome sequencing to comprehensively characterise NMIBCs of all grades and stages to identify prognostic genes and pathways that could facilitate treatment decisions. Tumour grading is based upon microscopy and cellular appearances (grade 1 BCs are less aggressive, and grade 3 BCs are most aggressive), and we chose to also focus on the most clinically complex NMIBC subgroup, those patients with grade 3 pathological stage T1 (G3 pT1) disease.

METHODS

Whole-exome and RNA sequencing were performed in total on 96 primary NMIBCs including 22 G1 pTa, 14 G3 pTa and 53 G3 pT1s, with both exome and RNA sequencing data generated from 75 of these individual samples. Associations between genomic alterations, expression profiles and progression-free survival (PFS) were investigated.

RESULTS

NMIBCs clustered into 3 expression subtypes with different somatic alteration characteristics. Amplifications of ARNT and ERBB2 were significant indicators of worse PFS across all NMIBCs. High APOBEC mutagenesis and high tumour mutation burden were both potential indicators of better PFS in G3pT1 NMIBCs. The expression of individual genes was not prognostic in BCG-treated G3pT1 NMIBCs; however, downregulated interferon-alpha and gamma response pathways were significantly associated with worse PFS (adjusted p-value < 0.005).

CONCLUSIONS

Multi-omic data may facilitate better prognostication and selection of therapeutic interventions in patients with G3pT1 NMIBC. These findings demonstrate the potential for improving the management of high-risk NMIBC patients and warrant further prospective validation.

摘要

背景

四分之三的膀胱癌患者表现为早期疾病(非肌肉浸润性膀胱癌,NMIBC,UICC TNM 分期 Ta、T1 和Tis);然而,迄今为止,大多数下一代测序研究都集中在晚期疾病(肌肉浸润性 BC,分期 T2+)。我们使用外显子组和转录组测序全面描述了所有分级和分期的 NMIBC,以鉴定有助于治疗决策的预后基因和途径。肿瘤分级是基于显微镜和细胞外观(BC 分级 1 侵袭性较小,BC 分级 3 侵袭性最大),我们还选择关注最具临床复杂性的 NMIBC 亚组,即那些患有分级 3 病理分期 T1(G3 pT1)疾病的患者。

方法

总共对 96 例原发性 NMIBC 进行了全外显子组和 RNA 测序,包括 22 例 G1 pTa、14 例 G3 pTa 和 53 例 G3 pT1,其中 75 例个体样本同时生成了外显子组和 RNA 测序数据。研究了基因组改变、表达谱与无进展生存期(PFS)之间的关系。

结果

NMIBC 聚类为 3 个表达亚型,具有不同的体细胞改变特征。ARNT 和 ERBB2 的扩增是所有 NMIBC 中 PFS 较差的重要指标。APOBEC 诱变和肿瘤突变负荷高均是 G3 pT1 NMIBC 中 PFS 较好的潜在指标。在接受 BCG 治疗的 G3 pT1 NMIBC 中,单个基因的表达与预后无关;然而,下调的干扰素-α和γ反应途径与 PFS 较差显著相关(调整后的 p 值<0.005)。

结论

多组学数据可能有助于更好地预测和选择 G3 pT1 NMIBC 患者的治疗干预措施。这些发现表明,有可能改善高危 NMIBC 患者的管理,并值得进一步进行前瞻性验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/810c/9164468/0984ec84f325/13073_2022_1056_Fig1_HTML.jpg

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