Predicting immunotherapy-related adverse events in late-stage non-small cell lung cancer with KARS G12C mutation treated with PD-1 inhibitors through combined assessment of LCP1 and ADPGK expression levels.

IF 3.6 3区 医学 Q2 ONCOLOGY
American journal of cancer research Pub Date : 2024-10-15 eCollection Date: 2024-01-01 DOI:10.62347/MWLI5585
Lei Chen, Cong Xu, Weihao Ren, Lei Yu, Tian Tang
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引用次数: 0

Abstract

Objective: To evaluate the potential of leukocyte-specific protein 1 (LCP1) and adenosine diphosphate-dependent glucokinase (ADPGK) as predictive biomarkers for immunotherapy-related adverse events in late-stage non-small cell lung cancer (NSCLC) patients with the KARS G12C mutation undergoing treatment with programmed cell death protein-1 (PD-1) monoclonal antibodies.

Methods: A total of 160 late-stage NSCLC patients with the KARS G12C mutation receiving PD-1 monoclonal antibody treatment were retrospectively analyzed. LCP1 and ADPGK expression levels were assessed at both mRNA and protein levels using validated methods. Statistical analyses, including correlation analysis, logistic regression, and receiver operating characteristic (ROC) curve analysis, were conducted to explore the association between LCP1 and ADPGK expression levels and the occurrence of immunotherapy-related adverse events.

Results: The mRNA levels of LCP1 (2.43 ± 0.72 vs. 2.14 ± 0.67, t=2.311, P=0.023) and ADPGK (2.31 ± 0.61 vs. 1.98 ± 0.59, t=3.145, P=0.002) were significantly elevated in patients with adverse reactions. Similarly, protein levels of LCP1 (1.22 ± 0.28 vs. 1.07 ± 0.25, t=3.179, P=0.002) and ADPGK (1.01 ± 0.18 vs. 0.93 ± 0.19, t=2.488, P=0.015) were higher in this group. Correlation and logistic regression analyses revealed positive correlations between LCP1 and ADPGK mRNA levels and adverse event occurrence (LCP1: rho=0.186, P=0.019, OR=1.842; ADPGK: rho=0.246, P=0.002, OR=2.549). Protein levels of LCP1 and ADPGK also correlated with immunotherapy-related adverse events (LCP1: rho=0.254, P=0.001, OR=9.554; ADPGK: rho=0.19, P=0.016, OR=10.058). The combined assessment of LCP1 and ADPGK expression showed strong predictive power for identifying patients at increased risk of adverse events during PD-1 treatment (AUC=0.808), with the validation group achieving an AUC of 0.751.

Conclusion: LCP1 and ADPGK are potential independent predictive biomarkers for immunotherapy-related adverse events in late-stage NSCLC patients with the KARS G12C mutation. Their combined assessment may offer a valuable tool for risk stratification during PD-1 monoclonal antibody treatment.

通过联合评估 LCP1 和 ADPGK 的表达水平,预测接受 PD-1 抑制剂治疗的 KARS G12C 突变晚期非小细胞肺癌患者的免疫疗法相关不良事件。
目的评估白细胞特异性蛋白1(LCP1)和二磷酸腺苷依赖性葡萄糖激酶(ADPGK)作为接受程序性细胞死亡蛋白-1(PD-1)单克隆抗体治疗的KARS G12C突变晚期非小细胞肺癌(NSCLC)患者免疫疗法相关不良事件的预测性生物标记物的潜力:回顾性分析了160例接受PD-1单克隆抗体治疗的KARS G12C突变晚期NSCLC患者。采用有效方法评估了 LCP1 和 ADPGK 在 mRNA 和蛋白质水平上的表达水平。为了探讨LCP1和ADPGK表达水平与免疫治疗相关不良事件发生之间的关系,研究人员进行了相关性分析、逻辑回归和接收者操作特征(ROC)曲线分析等统计分析:结果:在出现不良反应的患者中,LCP1(2.43 ± 0.72 vs. 2.14 ± 0.67,t=2.311,P=0.023)和ADPGK(2.31 ± 0.61 vs. 1.98 ± 0.59,t=3.145,P=0.002)的mRNA水平显著升高。同样,LCP1(1.22 ± 0.28 vs. 1.07 ± 0.25,t=3.179,P=0.002)和 ADPGK(1.01 ± 0.18 vs. 0.93 ± 0.19,t=2.488,P=0.015)的蛋白水平在该组中也较高。相关性和逻辑回归分析显示,LCP1 和 ADPGK mRNA 水平与不良事件发生率呈正相关(LCP1:rho=0.186,P=0.019,OR=1.842;ADPGK:rho=0.246,P=0.002,OR=2.549)。LCP1和APGK的蛋白水平也与免疫疗法相关不良事件相关(LCP1:rho=0.254,P=0.001,OR=9.554;APGK:rho=0.19,P=0.016,OR=10.058)。LCP1和ADPGK表达的联合评估显示出很强的预测能力,可识别PD-1治疗期间不良事件风险增加的患者(AUC=0.808),验证组的AUC达到0.751:LCP1和ADPGK是KARS G12C突变晚期NSCLC患者免疫治疗相关不良事件的潜在独立预测生物标志物。它们的联合评估可为 PD-1 单克隆抗体治疗期间的风险分层提供有价值的工具。
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来源期刊
自引率
3.80%
发文量
263
期刊介绍: The American Journal of Cancer Research (AJCR) (ISSN 2156-6976), is an independent open access, online only journal to facilitate rapid dissemination of novel discoveries in basic science and treatment of cancer. It was founded by a group of scientists for cancer research and clinical academic oncologists from around the world, who are devoted to the promotion and advancement of our understanding of the cancer and its treatment. The scope of AJCR is intended to encompass that of multi-disciplinary researchers from any scientific discipline where the primary focus of the research is to increase and integrate knowledge about etiology and molecular mechanisms of carcinogenesis with the ultimate aim of advancing the cure and prevention of this increasingly devastating disease. To achieve these aims AJCR will publish review articles, original articles and new techniques in cancer research and therapy. It will also publish hypothesis, case reports and letter to the editor. Unlike most other open access online journals, AJCR will keep most of the traditional features of paper print that we are all familiar with, such as continuous volume, issue numbers, as well as continuous page numbers to retain our comfortable familiarity towards an academic journal.
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