Division of Biomedical Sciences, University of California Riverside School of Medicine, Riverside, CA, USA; Department of Microbiology-Immunology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Division of Biomedical Sciences, University of California Riverside School of Medicine, Riverside, CA, USA.
Arch Biochem Biophys. 2023 May 1;739:109579. doi: 10.1016/j.abb.2023.109579. Epub 2023 Mar 16.
Both gender and smoking are correlated with prevalence and outcomes in many types of cancers. Tobacco smoke is a known carcinogen through its genotoxicity but can also affect cancer progression through its effect on the immune system. In this study, we aim to evaluate the hypothesis that the effects of smoking on the tumor immune microenvironment will be influenced differently by gender using large-scale analysis of publicly available cancer datasets. We used The Cancer Genomic Atlas (TCGA) datasets (n = 2724) to analyze effects of smoking on different cancer immune subtypes and the relative abundance of immune cell types between male and female cancer patients. We further validated our results by analyzing additional datasets, including Expression Project for Oncology (expO) bulk RNA-seq dataset (n = 1118) and single-cell RNA-seq dataset (n = 14). Results of our study indicate that in female patients, two immune subtypes, C1 and C2, are respectively over and under abundant in smokers vs. never smokers. In males, the only significant difference is underabundance of the C6 subtype in smokers. We identified gender-specific differences in the population of immune cell types between smokers and never smokers in all TCGA and expO cancer types. Increased plasma cell population was identified as the most consistent feature distinguishing smokers and never smokers, especially in current female smokers based on both TCGA and expO data. Our analysis of existing single-cell RNA-seq data further revealed that smoking differentially affects the gene expression profile of cancer patients based on the immune cell type and gender. In our analysis, female and male smokers show different smoking-induced patterns of immune cells in tumor microenvironment. Besides, our results suggest cancer tissues directly exposed to tobacco smoke undergo the most significant changes, but all other tissue types are affected as well. Findings of current study also indicate that changes in the populations of plasma cells and their correlations to survival outcomes are stronger in female current smokers, with implications for cancer immunotherapy of women smokers. In conclusion, results of this study can be used to develop personalized treatment plans for cancer patients who smoke, particularly women smokers, taking into account the unique immune cell profile of their tumors.
性别和吸烟与许多类型癌症的患病率和结局相关。烟草烟雾通过其遗传毒性被认为是一种已知的致癌物质,但也可以通过其对免疫系统的影响来影响癌症的进展。在这项研究中,我们旨在通过大规模分析公开可用的癌症数据集来评估以下假设:即吸烟对肿瘤免疫微环境的影响将因性别而异。我们使用癌症基因组图谱(TCGA)数据集(n=2724)分析了吸烟对不同癌症免疫亚型的影响,以及男性和女性癌症患者之间免疫细胞类型的相对丰度。我们通过分析其他数据集进一步验证了我们的结果,包括肿瘤表达项目(expO)批量 RNA-seq 数据集(n=1118)和单细胞 RNA-seq 数据集(n=14)。我们的研究结果表明,在女性患者中,两个免疫亚型 C1 和 C2 分别在吸烟者和不吸烟者中过度和不足。在男性中,唯一显著的差异是吸烟者中 C6 亚型的不足。我们在所有 TCGA 和 expO 癌症类型中都发现了吸烟与不吸烟者之间免疫细胞类型人群的性别特异性差异。在 TCGA 和 expO 数据中,浆细胞群体的增加被确定为区分吸烟者和不吸烟者的最一致特征,尤其是在当前的女性吸烟者中。我们对现有单细胞 RNA-seq 数据的分析进一步表明,吸烟根据免疫细胞类型和性别对癌症患者的基因表达谱产生不同的影响。在我们的分析中,男性和女性吸烟者在肿瘤微环境中显示出不同的吸烟诱导的免疫细胞模式。此外,我们的结果表明,直接暴露于烟草烟雾的癌组织发生了最显著的变化,但所有其他组织类型也受到了影响。本研究的结果还表明,在女性当前吸烟者中,浆细胞数量的变化及其与生存结果的相关性更强,这对女性吸烟者的癌症免疫治疗具有启示意义。总之,本研究的结果可用于为吸烟的癌症患者,特别是女性吸烟者制定个性化的治疗计划,同时考虑到其肿瘤独特的免疫细胞特征。