Genomic Analysis of Waterpipe Smoke-Induced Lung Tumor Autophagy and Plasticity

Author:

Zaarour Rania FaouziORCID,Sharda MohakORCID,Azakir Bilal,Hassan Venkatesh Goutham,Abou Khouzam RaefaORCID,Rifath Ayesha,Nizami Zohra Nausheen,Abdullah Fatima,Mohammad Fatin,Karaali Hajar,Nawafleh HusamORCID,Elsayed Yehya,Chouaib Salem

Abstract

The role of autophagy in lung cancer cells exposed to waterpipe smoke (WPS) is not known. Because of the important role of autophagy in tumor resistance and progression, we investigated its relationship with WP smoking. We first showed that WPS activated autophagy, as reflected by LC3 processing, in lung cancer cell lines. The autophagy response in smokers with lung adenocarcinoma, as compared to non-smokers with lung adenocarcinoma, was investigated further using the TCGA lung adenocarcinoma bulk RNA-seq dataset with the available patient metadata on smoking status. The results, based on a machine learning classification model using Random Forest, indicate that smokers have an increase in autophagy-activating genes. Comparative analysis of lung adenocarcinoma molecular signatures in affected patients with a long-term active exposure to smoke compared to non-smoker patients indicates a higher tumor mutational burden, a higher CD8+ T-cell level and a lower dysfunction level in smokers. While the expression of the checkpoint genes tested—PD-1, PD-L1, PD-L2 and CTLA-4—remains unchanged between smokers and non-smokers, B7-1, B7-2, IDO1 and CD200R1 were found to be higher in non-smokers than smokers. Because multiple factors in the tumor microenvironment dictate the success of immunotherapy, in addition to the expression of immune checkpoint genes, our analysis explains why patients who are smokers with lung adenocarcinoma respond better to immunotherapy, even though there are no relative differences in immune checkpoint genes in the two groups. Therefore, targeting autophagy in lung adenocarcinoma patients, in combination with checkpoint inhibitor-targeted therapies or chemotherapy, should be considered in smoker patients with lung adenocarcinoma.

Funder

Al Jalila Foundation

the office of Research and Graduate Studies at the American University of Sharjah

Publisher

MDPI AG

Subject

Inorganic Chemistry,Organic Chemistry,Physical and Theoretical Chemistry,Computer Science Applications,Spectroscopy,Molecular Biology,General Medicine,Catalysis

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Autophagy and machine learning: Unanswered questions;Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease;2024-08

2. Chronic hypoxia is associated with transcriptomic reprogramming and increased genomic instability in cancer cells;Frontiers in Cell and Developmental Biology;2023-03-09

3. The Metastatic Process through the Eyes of Epigenetic Regulation: A Promising Horizon for Cancer Therapy;International Journal of Molecular Sciences;2022-12-07

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