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血清锌作为预测免疫检查点抑制剂对癌症疗效的生物标志物。

Serum zinc as a biomarker to predict the efficacy of immune checkpoint inhibitors in cancers.

作者信息

Wang Jingliang, Wang Weihao, Liu Bin, Zhao Rui, Zhao Jing, Jiang Fengxian, Xu Wei, Zhang Zhizhao, Ran Pancen, Shu Yang, Wang Yahui, Pan Liying, Liu Lei, Luan Fang, Fu Guobin

机构信息

The Second Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China.

Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.

出版信息

PLoS One. 2025 Jul 3;20(7):e0326057. doi: 10.1371/journal.pone.0326057. eCollection 2025.

Abstract

PURPOSE

The aim of this study was to investigate whether serum zinc levels correlate with the response to immune checkpoint inhibitors (ICIs) and whether they can be used as a useful prognostic biomarker in patients with advanced or metastatic cancer.

METHODS

We divided 98 patients with advanced or metastatic lung, esophageal, gastric, and colorectal cancer into two groups based on enrollment date: the training group (n = 68) and the validation group (n = 30). And these patients were from Shandong Provincial Hospital and had received immunotherapy. We then used the solid tumor response Evaluation Criteria (RECIST v1.1) to determine whether the patient's condition was evaluated for clinical benefit response (CBR) or non-clinical benefit (NCB). Subsequently, serum zinc levels were assessed using ICP-MS.

RESULTS

We have identified for the first time that elevated levels of serum zinc (>14.2μg/L) in cancer patients undergoing immunotherapy can serve as a novel biomarker for improved overall survival (20.0m vs 10.0m; p < 0.0001), as determined by continuous serum zinc data using ROC curve analysis (sensitivity: 100.00%, specificity: 41.86%, p = 0.0009) in both CBR (n = 43) and NCB patients (n = 25) within the training group. Bioinformatics analysis has revealed that serum zinc may modulate cellular DNA replication through the MAPK and NF-kB pathways, with proteomic analysis confirming enrichment of these pathways based on KEGG and GO analyses. Consequently, a nomogram incorporating multiple clinical and independent factors has been developed to provide enhanced predictive capability.

CONCLUSIONS

Serum zinc levels are positively associated with the effectiveness of ICIs in patients with advanced or metastatic cancer, potentially through their modulation of NF-κB and MAPK pathways. These findings highlight serum zinc as a valuable biomarker for predicting responses to ICI treatment.

摘要

目的

本研究旨在探讨血清锌水平是否与免疫检查点抑制剂(ICI)的反应相关,以及它们是否可作为晚期或转移性癌症患者有用的预后生物标志物。

方法

我们根据入组日期将98例晚期或转移性肺癌、食管癌、胃癌和结直肠癌患者分为两组:训练组(n = 68)和验证组(n = 30)。这些患者来自山东省立医院并接受了免疫治疗。然后我们使用实体瘤反应评估标准(RECIST v1.1)来确定患者的病情是否被评估为临床获益反应(CBR)或非临床获益(NCB)。随后,使用电感耦合等离子体质谱法评估血清锌水平。

结果

我们首次发现,接受免疫治疗的癌症患者血清锌水平升高(>14.2μg/L)可作为改善总生存期的新型生物标志物(20.0个月对10.0个月;p < 0.0001),通过使用ROC曲线分析的连续血清锌数据确定(敏感性:100.00%,特异性:41.86%,p = 0.0009),在训练组的CBR患者(n = 43)和NCB患者(n = 25)中均如此。生物信息学分析表明,血清锌可能通过MAPK和NF-kB途径调节细胞DNA复制,蛋白质组学分析基于KEGG和GO分析证实了这些途径的富集。因此,已开发出一种纳入多个临床和独立因素的列线图以提供增强的预测能力。

结论

血清锌水平与晚期或转移性癌症患者ICI的有效性呈正相关,可能是通过调节NF-κB和MAPK途径。这些发现突出了血清锌作为预测ICI治疗反应的有价值生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4bd9/12225854/858157adc8fe/pone.0326057.g001.jpg

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