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PYCR1 对转移性肾细胞癌患者预后及免疫治疗联合酪氨酸激酶抑制应答的影响。

Effects of PYCR1 on prognosis and immunotherapy plus tyrosine kinase inhibition responsiveness in metastatic renal cell carcinoma patients.

机构信息

Department of Urology, Zhongshan Hospital, Fudan University, Shanghai 200032, China.

Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China.

出版信息

Neoplasia. 2023 Sep;43:100919. doi: 10.1016/j.neo.2023.100919. Epub 2023 Jul 28.

Abstract

BACKGROUND

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.

METHODS

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).

RESULTS

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.

CONCLUSIONS

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.

摘要

背景

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。

方法

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)。

结果

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。

结论

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1559/10404727/da2267f0d6fe/gr1.jpg

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