Department of Urology, University of Duisburg-Essen, Essen, Germany.
Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany.
Cancer Med. 2023 Mar;12(5):5222-5232. doi: 10.1002/cam4.5324. Epub 2022 Oct 7.
Although targeted approaches have become available in second- and third-line settings, platinum-based chemotherapy remains the standard first-line treatment for advanced muscle-invasive bladder cancer (MIBC). Therefore, the prediction of platinum resistance is of utmost clinical importance.
In this study, we established a routine compatible method for the molecular classification of MIBC samples according to various classification systems and applied this method to evaluate the impact of subtypes on survival after adjuvant chemotherapy. This retrospective study included 191 patients with advanced MIBC (pT≥3 or pN+) who underwent radical cystectomy, with or without adjuvant chemotherapy. A 48-gene panel and classifier rule set were established to determine molecular subtypes according to TCGA, MDA, LundTax, and Consensus classifications. Additionally, 12 single platinum-predictive candidate genes were assessed. The results were correlated with patients' clinicopathological and follow-up data and were validated using independent data sets.
Our final evaluation of 159 patients demonstrated better survival in the luminal groups for those who received chemotherapy compared with those who did not. In contrast, no such differences were observed in basal subtypes. The use of chemotherapy was associated with better survival in patients with high APOBEC3G expression (p < 0.002). This association was confirmed using an independent data set of patients who received neoadjuvant platinum therapy.
The proposed method robustly replicates the most commonly used transcriptome-based subtype classifications from paraffin-embedded tissue samples. The luminal, but not basal, molecular subtypes had the greatest benefit from adjuvant platinum therapy. We identified and validated APOBEC3G as a novel predictive marker for platinum-treated patients.
虽然二线和三线治疗方案中已有靶向治疗方法,但含铂化疗仍是晚期肌层浸润性膀胱癌(MIBC)的标准一线治疗方法。因此,预测铂类耐药性具有极其重要的临床意义。
本研究根据各种分类系统,建立了一种常规兼容的 MIBC 样本分子分类方法,并应用该方法评估亚型对辅助化疗后生存的影响。这项回顾性研究纳入了 191 例接受根治性膀胱切除术(伴或不伴辅助化疗)的晚期 MIBC(pT≥3 或 pN+)患者。采用 48 基因panel 和分类器规则集,根据 TCGA、MDA、LundTax 和共识分类,确定分子亚型。同时评估了 12 个单铂类预测候选基因。将结果与患者的临床病理和随访数据相关联,并使用独立数据集进行验证。
我们对 159 例患者的最终评估表明,接受化疗的患者中,管腔组的生存情况更好,而未接受化疗的患者则无明显差异。相比之下,基底亚型则无此差异。在 APOBEC3G 高表达的患者中,化疗的使用与更好的生存相关(p<0.002)。使用接受新辅助铂类治疗的患者的独立数据集验证了这一关联。
该方法可从石蜡包埋组织样本中稳健复制最常用的基于转录组的亚型分类。管腔而非基底分子亚型从辅助铂类治疗中获益最大。我们确定并验证了 APOBEC3G 作为铂类治疗患者的新预测标志物。