Hospital del Mar Research Institute, Barcelona, Spain.
Medical Oncology Department, Hospital del Mar, Barcelona, Spain.
Sci Rep. 2023 Sep 15;13(1):15287. doi: 10.1038/s41598-023-42495-2.
Immune checkpoint inhibitors (ICI) have revolutionized cancer treatment and can result in complete remissions even at advanced stages of the disease. However, only a small fraction of patients respond to the treatment. To better understand which factors drive clinical benefit, we have generated whole exome and RNA sequencing data from 27 advanced urothelial carcinoma patients treated with anti-PD-(L)1 monoclonal antibodies. We assessed the influence on the response of non-synonymous mutations (tumor mutational burden or TMB), clonal and subclonal mutations, neoantigen load and various gene expression markers. We found that although TMB is significantly associated with response, this effect can be mostly explained by clonal mutations, present in all cancer cells. This trend was validated in an additional cohort. Additionally, we found that responders with few clonal mutations had abnormally high levels of T and B cell immune markers, suggesting that a high immune cell infiltration signature could be a better predictive biomarker for this subset of patients. Our results support the idea that highly clonal cancers are more likely to respond to ICI and suggest that non-additive effects of different signatures should be considered for predictive models.
免疫检查点抑制剂 (ICI) 彻底改变了癌症治疗方法,即使在疾病的晚期阶段,也能导致完全缓解。然而,只有一小部分患者对治疗有反应。为了更好地了解哪些因素推动了临床获益,我们从 27 名接受抗 PD-(L)1 单克隆抗体治疗的晚期尿路上皮癌患者中生成了全外显子组和 RNA 测序数据。我们评估了非同义突变(肿瘤突变负担或 TMB)、克隆和亚克隆突变、新抗原负荷和各种基因表达标志物对反应的影响。我们发现,尽管 TMB 与反应显著相关,但这种效应可以主要通过克隆突变来解释,克隆突变存在于所有癌细胞中。这一趋势在另一个队列中得到了验证。此外,我们发现,具有较少克隆突变的应答者具有异常高的 T 细胞和 B 细胞免疫标志物水平,这表明高免疫细胞浸润特征可能是这部分患者的更好预测生物标志物。我们的研究结果支持这样一种观点,即高度克隆性的癌症更有可能对 ICI 产生反应,并表明不同特征的非加性效应应该在预测模型中加以考虑。