Department of Molecular Carcinogenesis, Medical University of Lodz, 90-752 Lodz, Poland.
Curr Oncol. 2023 Jan 18;30(2):1395-1415. doi: 10.3390/curroncol30020107.
Cellular metabolism is a tightly controlled process during which cell growth and survival are maintained. Lung cancer is a disease with clear sex differences, where female patients have better survival rates than males. Evidence of sex differences is demonstrated in cancer risk, prognosis and response to different therapies, yet a sex-specific approach to cancer studies is not widely considered. These different tumour characteristics attributed to sex that impact disease outcome, including constitutional genetic and somatic molecular differences, make it essential to assess viral and hormonal influences. In silico analysis of lung adenocarcinoma (LUAD) TCGA data, including K-means clustering algorithm, dimensional reduction with principal component analysis and differential expression analysis using EdgeR ( < 0.05), were used to explore some robust sex differences in LUAD that exist in core signalling pathways and metabolic processes between males and females. The correlation of differentially expressed genes (DEGs) expression with immune abundance in the LUAD cohort was analysed on TIMER2.0 and adjusted by tumour purity utilising Cox proportional hazard. Multiple factorial analysis heatmap visualisation was used to examine endogenous steroid hormonal effects on LUAD patients with different smoking status and age groups. We found 161 DEGs showing key differences in regulation of immune system and cellular homeostasis, key elements of divergent cancer progression, between the two sexes. We also found male and female LUAD patients to favour different metabolic intermediates for energy production to support tumourigenesis. Additionally, high levels of Tregs accompanied by DEGs correlated with better LUAD prognosis, and circulating hormonal transcriptional targets affect proliferation and progression in males and females differently. Finally, we examined the role of oestrogen protection in men and pre-/postmenopausal women. Further studies should focus on sex-specific changes and investigate sex-specific gene regulatory networks of these DEGs. Several lifestyle factors, including tobacco smoking and diet, differ between males and females. These factors might affect metabolic pathways and can influence the activity of epigenetic regulators, resulting in significant global epigenetic changes.
细胞代谢是一个受严格控制的过程,在此过程中维持细胞生长和存活。肺癌是一种具有明显性别差异的疾病,女性患者的生存率高于男性。在癌症风险、预后和对不同治疗方法的反应方面都有证据表明存在性别差异,但人们并没有广泛考虑针对癌症研究的性别特异性方法。这些归因于性别的不同肿瘤特征会影响疾病结局,包括构成性遗传和体细胞分子差异,因此必须评估病毒和激素的影响。通过对肺腺癌(LUAD)TCGA 数据进行计算机分析,包括 K-均值聚类算法、主成分分析的降维以及使用 EdgeR(<0.05)进行差异表达分析,以探索 LUAD 中一些稳健的性别差异,这些差异存在于男性和女性之间的核心信号通路和代谢过程中。在 TIMER2.0 上分析 LUAD 队列中差异表达基因(DEGs)的表达与免疫丰度的相关性,并利用 Cox 比例风险校正肿瘤纯度。使用多因素分析热图可视化来检查不同吸烟状况和年龄组的 LUAD 患者内源性甾体激素的影响。我们发现 161 个 DEGs 显示出免疫系统和细胞内稳态调节的关键差异,这是癌症进展不同的关键要素。我们还发现男性和女性 LUAD 患者更喜欢不同的代谢中间产物来为肿瘤发生提供能量。此外,高水平的 Tregs 伴随着与 LUAD 预后相关的 DEGs,循环激素转录靶标对男性和女性的增殖和进展的影响不同。最后,我们检查了雌激素保护在男性和绝经前/绝经后女性中的作用。进一步的研究应集中在性别特异性变化上,并研究这些 DEGs 的性别特异性基因调控网络。一些生活方式因素,包括吸烟和饮食,在男性和女性之间存在差异。这些因素可能会影响代谢途径,并影响表观遗传调节剂的活性,从而导致显著的全基因组表观遗传变化。