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血浆细胞外囊泡转录组学鉴定 CD160 可预测肺癌免疫化疗疗效。

Plasma extracellular vesicle transcriptomics identifies CD160 for predicting immunochemotherapy efficacy in lung cancer.

机构信息

Department of Thoracic Medical Oncology, Fudan University Shanghai Cancer Center, and Shanghai Key Laboratory of Medical Epigenetics, International Co-laboratory of Medical Epigenetics and Metabolism, Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, China.

Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.

出版信息

Cancer Sci. 2023 Jul;114(7):2774-2786. doi: 10.1111/cas.15804. Epub 2023 Apr 20.

Abstract

Better biomarkers are needed to improve the efficacy of immune checkpoint inhibitors in lung adenocarcinoma (LUAD) treatment. We investigated the plasma extracellular vesicle (EV)-derived long RNAs (exLRs) in unresectable/advanced LUAD to explore biomarkers for immunochemotherapy. Seventy-four LUAD patients without targetable mutations receiving first-line anti-programmed cell death 1 (PD-1) immunochemotherapy were enrolled. Their exLRs were profiled through plasma EV transcriptome sequencing. Biomarkers were analyzed against response rate and survival using pre- and post-treatment samples in the retrospective cohort (n = 36) and prospective cohort (n = 38). The results showed that LUAD patients demonstrated a distinct exLR profile from the healthy individuals (n = 56), and T-cell activation-related pathways were enriched in responders. Among T-cell activation exLRs, CD160 exhibited a strong correlation with survival. In the retrospective cohort, the high baseline EV-derived CD160 level correlated with prolonged progression-free survival (PFS) (P < 0.001) and overall survival (OS) (P = 0.005), with an area under the curve (AUC) of 0.784 for differentiating responders from non-responders. In the prospective cohort, the CD160-high patients also showed prolonged PFS (P = 0.003) and OS (P = 0.014) and a promising AUC of 0.648. The predictive value of CD160 expression was validated by real-time quantitative PCR. We also identified the dynamics of EV-derived CD160 for monitoring therapeutic response. The elevated baseline CD160 reflected a higher abundance of circulating NK cells and CD8 -naïve T cells, suggesting more active host immunity. In addition, increased CD160 levels of tumors also correlated with a favorable prognosis in LUAD patients. Together, plasma EV transcriptome analysis revealed the role of the baseline CD160 level and early post-treatment CD160 dynamics for predicting the response to anti-PD-1 immunochemotherapy in LUAD patients.

摘要

需要更好的生物标志物来提高免疫检查点抑制剂在肺腺癌 (LUAD) 治疗中的疗效。我们研究了不可切除/晚期 LUAD 患者的血浆细胞外囊泡 (EV) 衍生的长 RNA (exLRs),以探索免疫化疗的生物标志物。共纳入 74 例无靶向突变的接受一线抗程序性细胞死亡 1 (PD-1) 免疫化疗的 LUAD 患者。通过血浆 EV 转录组测序对其 exLRs 进行了分析。使用回顾性队列 (n=36) 和前瞻性队列 (n=38) 中治疗前后的样本,针对反应率和生存率对生物标志物进行了分析。结果表明,LUAD 患者与健康个体 (n=56) 的 exLR 谱明显不同,且 T 细胞激活相关途径在应答者中富集。在 T 细胞激活 exLRs 中,CD160 与生存具有很强的相关性。在回顾性队列中,基线 EV 衍生的 CD160 水平较高与无进展生存期 (PFS) (P<0.001) 和总生存期 (OS) (P=0.005) 延长相关,区分应答者和非应答者的曲线下面积 (AUC) 为 0.784。在前瞻性队列中,CD160 高的患者也表现出更长的 PFS (P=0.003) 和 OS (P=0.014),并具有 0.648 的有前途的 AUC。CD160 表达的预测价值通过实时定量 PCR 得到验证。我们还鉴定了 EV 衍生的 CD160 用于监测治疗反应的动力学。基线 CD160 的升高反映了循环 NK 细胞和 CD8-幼稚 T 细胞的丰度更高,表明宿主免疫更活跃。此外,肿瘤中 CD160 水平的升高也与 LUAD 患者的良好预后相关。总之,血浆 EV 转录组分析揭示了基线 CD160 水平和治疗后早期 CD160 动力学在预测 LUAD 患者对抗 PD-1 免疫化疗反应中的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dc4d/10323081/f3a1918c4801/CAS-114-2774-g002.jpg

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