The causal nexus between diverse smoking statuses, potential therapeutic targets, and NSCLC: insights from Mendelian randomization and mediation analysis.

IF 3.5 3区 医学 Q2 ONCOLOGY Frontiers in Oncology Pub Date : 2024-11-04 eCollection Date: 2024-01-01 DOI:10.3389/fonc.2024.1438851
Zhenghua Cao, Shengkun Zhao, Tong Wu, Huan Ding, Zhiyu Tian, Feng Sun, Zhuo Feng, Shaodan Hu, Li Shi
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Abstract

Objective: Lung cancer, the most prevalent malignancy, is typically diagnosed at an advanced stage. Smoking is a pivotal risk factor for NSCLC, yet the impact of various smoking statuses on NSCLC remains unclear. Thus, this study aims to explore whether different smoking statuses can causally influence NSCLC through effects on predictive targets, offering a novel perspective for NSCLC treatment.

Methods: Employing dual-sample MR, MVMR, and TSMR approaches, we assessed the causal relationships between 13 distinct smoking statuses and NSCLC, using predicted potential therapeutic targets as mediators to further elucidate the causal interplay among them.

Results: Among the 13 smoking statuses, current tobacco smoking, exposure to tobacco smoke outside the home, past tobacco smoking, and never smoked demonstrated causal relationships with NSCLC. MVMR analysis reveals that Current tobacco smoking is an independent risk factor for NSCLC. Utilizing NCAPD2, IL11RA, and MLC1 as mediators, IL11RA (22.2%) was found to potentially mediate the relationship between past tobacco smoking and NSCLC.

Conclusion: This study, integrating bioinformatics and MR analysis, identified three potential predictive targets as mediators to investigate the causal relationships between different smoking statuses and NSCLC through potential therapeutic targets, providing new insights for the treatment and prevention of NSCLC.

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不同吸烟状况、潜在治疗靶点和 NSCLC 之间的因果关系:孟德尔随机化和中介分析的启示。
目的:肺癌是发病率最高的恶性肿瘤,通常在确诊时已是晚期。吸烟是导致 NSCLC 的关键风险因素,但各种吸烟状态对 NSCLC 的影响仍不清楚。因此,本研究旨在探讨不同的吸烟状态是否会通过对预测靶点的影响而对 NSCLC 产生因果影响,从而为 NSCLC 的治疗提供新的视角:方法:我们采用双样本 MR、MVMR 和 TSMR 方法,评估了 13 种不同吸烟状态与 NSCLC 之间的因果关系,并以预测的潜在治疗靶点为中介,进一步阐明了它们之间的因果相互作用:结果:在 13 种吸烟状态中,当前吸烟、暴露于家庭外烟草烟雾、过去吸烟和从不吸烟与 NSCLC 存在因果关系。MVMR分析显示,当前吸烟是NSCLC的独立风险因素。利用 NCAPD2、IL11RA 和 MLC1 作为中介因子,发现 IL11RA(22.2%)可能是过去吸烟与 NSCLC 关系的中介因子:本研究结合生物信息学和磁共振分析,确定了三个潜在的预测靶点作为中介因子,通过潜在的治疗靶点研究不同吸烟状况与 NSCLC 之间的因果关系,为治疗和预防 NSCLC 提供了新的见解。
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来源期刊
Frontiers in Oncology
Frontiers in Oncology Biochemistry, Genetics and Molecular Biology-Cancer Research
CiteScore
6.20
自引率
10.60%
发文量
6641
审稿时长
14 weeks
期刊介绍: Cancer Imaging and Diagnosis is dedicated to the publication of results from clinical and research studies applied to cancer diagnosis and treatment. The section aims to publish studies from the entire field of cancer imaging: results from routine use of clinical imaging in both radiology and nuclear medicine, results from clinical trials, experimental molecular imaging in humans and small animals, research on new contrast agents in CT, MRI, ultrasound, publication of new technical applications and processing algorithms to improve the standardization of quantitative imaging and image guided interventions for the diagnosis and treatment of cancer.
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