Department of Urology, Zhongshan Hospital, Fudan University, Shanghai 200032, China.
Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China.
Neoplasia. 2023 Sep;43:100919. doi: 10.1016/j.neo.2023.100919. Epub 2023 Jul 28.
Immunotherapy plus tyrosine kinase inhibitor (IO-TKI) has become the first-line management for metastatic renal cell carcinoma (RCC), despite the absence of biomarkers. Recently, pyrroline-5-carboxylate reductase 1 (PYCR1) and proline metabolism have been reported regulatory roles in the anti-tumor response.
There were three cohorts enrolled: two from our institution (ZS-MRCC and ZS-HRRCC) and one from a clinical trial (JAVELIN-101). The PYCR1expression in each sample was evaluated by RNA sequencing. Flow cytometry and immunohistochemistry were performed to assess immune infiltration. Single-cell RNA-seq (scRNA-seq) data was used for cluster analysis of T cells and macrophages. Primary endpoints were set as response and progression-free survival (PFS).
Patients in the low-PYCR1 group had greater objective response rate (52.2% vs 18.2%) and longer PFS in both cohorts (ZS-MRCC cohort, P=0.01, HR=2.80; JAVELIN-101 cohort, P<0.001, HR=1.85). In responders, PYCR1 expression was decreased (P<0.05). In the high PYCR1 group, CD8 T cells exhibited an exhausted phenotype with decreased GZMB (Spearman's ρ=-0.36, P=0.02). scRNA-seq revealed tissue-resident memory T (Trm) (P<0.05) and tissue-resident macrophage (P<0.01) were decreased in samples with high PYCR1 expression. A machine learning score was further built by random forest, involving PYCR1 and Trm markers. Only in the subgroup with the lower RFscore did IO+TKI show a favorable outcome, compared to TKI monotherapy.
Immunosuppression and IO+TKI resistance were correlated with high PYCR1 expression. T cell exhaustion and dysfunction were also related with the expression of PYCR1. PYCR1 has the potential to be employed as a biomarker to discriminate between IO+TKI and TKI monotherapy as the optimal patient treatment strategy.
免疫治疗联合酪氨酸激酶抑制剂(IO-TKI)已成为转移性肾细胞癌(RCC)的一线治疗方法,尽管缺乏生物标志物。最近,吡咯啉-5-羧酸还原酶 1(PYCR1)和脯氨酸代谢被报道在抗肿瘤反应中具有调节作用。
共纳入三个队列:两个来自我们机构(ZS-MRCC 和 ZS-HRRCC),一个来自临床试验(JAVELIN-101)。通过 RNA 测序评估每个样本中的 PYCR1 表达。通过流式细胞术和免疫组织化学评估免疫浸润。单细胞 RNA-seq(scRNA-seq)数据用于 T 细胞和巨噬细胞的聚类分析。主要终点为反应和无进展生存期(PFS)。
低 PYCR1 组患者在两个队列中的客观缓解率(52.2%比 18.2%)和 PFS 均更长(ZS-MRCC 队列,P=0.01,HR=2.80;JAVELIN-101 队列,P<0.001,HR=1.85)。在应答者中,PYCR1 表达降低(P<0.05)。在高 PYCR1 组中,CD8 T 细胞表现出衰竭表型,GZMB 减少(Spearman's ρ=-0.36,P=0.02)。scRNA-seq 显示,高 PYCR1 表达样本中组织驻留记忆 T(Trm)(P<0.05)和组织驻留巨噬细胞(P<0.01)减少。通过随机森林进一步构建机器学习评分,涉及 PYCR1 和 Trm 标志物。只有在 RFscore 较低的亚组中,IO+TKI 与 TKI 单药治疗相比显示出更好的结果。
免疫抑制和 IO+TKI 耐药与高 PYCR1 表达相关。T 细胞衰竭和功能障碍也与 PYCR1 的表达有关。PYCR1 有可能作为生物标志物,用于区分 IO+TKI 和 TKI 单药治疗,作为最佳患者治疗策略。