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基于循环细胞外囊泡蛋白质组学对接受度伐利尤单抗巩固治疗的局部晚期非小细胞肺癌患者预测性分析肺炎

Exploratory analysis to predict pneumonitis during durvalumab consolidation therapy for patients with locally advanced non-small cell lung cancer from proteomic profiling of circulating extracellular vesicles.

机构信息

Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan.

Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan.

出版信息

Thorac Cancer. 2023 Oct;14(29):2909-2923. doi: 10.1111/1759-7714.15077. Epub 2023 Aug 24.

Abstract

BACKGROUND

Risk factors for predicting pneumonitis during durvalumab consolidation after chemoradiotherapy (CRT) in locally advanced non-small cell lung cancer (LA-NSCLC) are still lacking. Extracellular vesicles (EVs) play a crucial role in intercellular communication and are potential diagnostic tools for various diseases.

METHODS

We retrospectively collected predurvalumab treatment serum samples from patients treated with durvalumab for LA-NSCLC, isolated EVs using anti-CD9 and anti-CD63 antibodies, and performed proteomic analyses. We examined EV proteins that could predict the development of symptomatic pneumonitis (SP) during durvalumab treatment. Potential EV-protein biomarkers were validated in an independent cohort.

RESULTS

In the discovery cohort, 73 patients were included, 49 with asymptomatic pneumonitis (AP) and 24 with SP. Of the 5797 proteins detected in circulating EVs, 33 were significantly elevated (fold change [FC] > 1.5, p < 0.05) in the SP group, indicating enrichment of the nuclear factor kappa B (NF-κB) pathway. Patients with high levels of EV-RELA, an NF-κB subunit, had a higher incidence of SP than those with low levels of EV-RELA (53.8% vs. 13.4%, p = 0.0017). In the receiver operating characteristic analysis, EV-RELA demonstrated a higher area under the curve (AUC) than lung V20 (0.76 vs. 0.62) and was identified as an independent risk factor in the multivariate logistic regression analysis (p = 0.008, odds ratio 7.72). Moreover, high EV-RELA was also a predictor of SP in the validation cohort comprising 43 patients (AUC of 0.80).

CONCLUSIONS

Circulating EV-RELA may be a predictive marker for symptomatic pneumonitis in patients with LA-NSCLC treated with durvalumab.

摘要

背景

在局部晚期非小细胞肺癌(LA-NSCLC)患者中,接受放化疗(CRT)后使用度伐利尤单抗巩固治疗期间预测肺炎的风险因素仍然缺乏。细胞外囊泡(EVs)在细胞间通讯中发挥着关键作用,是各种疾病潜在的诊断工具。

方法

我们回顾性地收集了接受度伐利尤单抗治疗的 LA-NSCLC 患者治疗前的血清样本,使用抗 CD9 和抗 CD63 抗体分离 EVs,并进行蛋白质组学分析。我们研究了在度伐利尤单抗治疗期间能预测发生症状性肺炎(SP)的 EV 蛋白。在独立队列中验证了潜在的 EV 蛋白生物标志物。

结果

在发现队列中,纳入了 73 例患者,其中 49 例无症状性肺炎(AP),24 例有症状性肺炎(SP)。在循环 EV 中检测到的 5797 种蛋白质中,有 33 种在 SP 组中显著升高(倍数变化 [FC] > 1.5,p < 0.05),表明核因子 kappa B(NF-κB)途径被富集。EV-RELA 水平高的患者发生 SP 的比例高于 EV-RELA 水平低的患者(53.8% vs. 13.4%,p = 0.0017)。在受试者工作特征分析中,EV-RELA 的曲线下面积(AUC)高于肺 V20(0.76 比 0.62),并在多变量逻辑回归分析中被确定为独立的危险因素(p = 0.008,优势比 7.72)。此外,高 EV-RELA 也是验证队列中 43 例患者发生 SP 的预测因子(AUC 为 0.80)。

结论

在接受度伐利尤单抗治疗的 LA-NSCLC 患者中,循环 EV-RELA 可能是预测症状性肺炎的标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b6b7/10569905/834beb3fa5cd/TCA-14-2909-g006.jpg

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