BDNF is a prognostic biomarker involved in the immune infiltration of lung adenocarcinoma and associated with programmed cell death.

IF 2.5 4区 医学 Q3 ONCOLOGY Oncology Letters Pub Date : 2025-02-20 eCollection Date: 2025-04-01 DOI:10.3892/ol.2025.14937
Jiangnan Xia, Wei Zhuo, Lilan Deng, Sheng Yin, Shuangqin Tang, Lijuan Yi, Chuanping Feng, Xiangyun Zhong, Zhijun He, Biqiang Sun, Chi Zhang
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Abstract

It is well established that genes associated with cell death can serve as prognostic markers for patients with cancer. Programmed cell death (PCD) is known to play a role in cancer cell apoptosis and antitumor immunity. With the continuous discovery of new forms of PCD, the roles of PCD in lung adenocarcinoma (LUAD) require ongoing evaluation. In the present study, mRNA expression data and clinical information associated with 15 forms of PCD were extracted from publicly available databases and systematically analyzed. Utilizing these data, a robust risk prediction model was established that incorporates six PCD-related genes (PRGs). Datasets from the Gene Expression Omnibus database were employed to validate the six genes exhibiting risk-associated characteristics. The PRG-based model reliably predicted the prognosis of patients with LUAD, with the high-risk group showing a poor prognosis, reduced levels of immune infiltration molecules and diminished expression of human leukocyte antigens. Additionally, the relationships among PRGs, somatic mutations, tumor stemness index and immune infiltration were assessed. Based on these risk characteristics, a nomogram was constructed, patient stratification was performed, small-molecule drug candidates were predicted, and somatic mutations and chemotherapy responses were analyzed. Furthermore, reverse transcription-quantitative PCR was used to assess the expression of PDGs in vitro, and the critical role of brain-derived neurotrophic factor in LUAD development was identified through Mendelian randomization, gene knockdown, wound healing, western blot and colony formation assays. These findings offer new insights into the development of targeted therapies for LUAD, particularly in patients with high BDNF expression.

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与细胞死亡相关的基因可作为癌症患者的预后标志物,这一点已得到公认。众所周知,程序性细胞死亡(PCD)在癌细胞凋亡和抗肿瘤免疫中发挥作用。随着新形式 PCD 的不断发现,PCD 在肺腺癌(LUAD)中的作用也需要不断评估。本研究从公开数据库中提取并系统分析了与 15 种 PCD 相关的 mRNA 表达数据和临床信息。利用这些数据,建立了一个包含六个 PCD 相关基因(PRGs)的稳健风险预测模型。基因表达总库数据库中的数据集被用来验证这六个基因的风险相关特征。基于PRGs的模型可靠地预测了LUAD患者的预后,其中高风险组预后较差,免疫浸润分子水平降低,人类白细胞抗原表达减少。此外,还评估了PRGs、体细胞突变、肿瘤干性指数和免疫浸润之间的关系。根据这些风险特征,构建了提名图,对患者进行了分层,预测了小分子候选药物,并分析了体细胞突变和化疗反应。此外,研究人员还利用逆转录定量 PCR 技术评估了体外 PDGs 的表达,并通过孟德尔随机化、基因敲除、伤口愈合、Western 印迹和菌落形成试验确定了脑源性神经营养因子在 LUAD 发育中的关键作用。这些发现为开发针对 LUAD 的靶向疗法,尤其是针对高 BDNF 表达的患者的靶向疗法提供了新的思路。
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来源期刊
Oncology Letters
Oncology Letters ONCOLOGY-
CiteScore
5.70
自引率
0.00%
发文量
412
审稿时长
2.0 months
期刊介绍: Oncology Letters is a monthly, peer-reviewed journal, available in print and online, that focuses on all aspects of clinical oncology, as well as in vitro and in vivo experimental model systems relevant to the mechanisms of disease. The principal aim of Oncology Letters is to provide the prompt publication of original studies of high quality that pertain to clinical oncology, chemotherapy, oncogenes, carcinogenesis, metastasis, epidemiology and viral oncology in the form of original research, reviews and case reports.
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