Department of Dermatology, The First Affiliated Hospital of Nanchang University, Nanchang 330006, China.
Aging (Albany NY). 2022 May 2;14(9):3956-3972. doi: 10.18632/aging.204057.
Ferroptosis, a recently discovered form of cell death, whose role in basal cell carcinoma (BCC) and squamous cell carcinoma (SCC) has not been well disclosed. To improve our understanding of the differences in tumor progression and therapeutic effects between BCC and SCC, and to find potential therapeutic targets, this study systematically analyzed ferroptosis-related genes (FRGs) and their associated local immune cytolytic activity (LICA) and tumor microenvironment (TME) metabolic function differences.
Two bulk RNA-seq datasets, GSE7553 and GSE125285, from the Gene Expression Omnibus database were compared within and between groups to screen for common differentially expressed genes (DEGs) for enrichment analysis. The currently recognized FRGs in DEGs gene set were selected as the targets to analyze their correlation and difference in LICA and TME metabolic functions. And validated using immune cell populations from another single-cell RNA-seq (scRNA-seq) dataset (GSE123813) to accurately understand the difference in LICA. All of the gene sets for functional enrichment analysis comes from published results and MSigDB database.
Ten FRGs were used to further analyze the differences in LICA and TME metabolic functions between BCC and SCC. In the SCC samples, LICA (e.g. Treg, CCR, Cytolytic activity, etc.) and TME metabolic functions (e.g. lipid and energy, etc.) were significantly related to ferroptosis genes (e.g. SLC1A5, CD44, NQO1, HMOX1 and STEAP3), and the ferroptosis potential index were also significantly higher than that in the BCC samples. Finally, based on these ten FRGs and related enrichment results, we postulated a model of NQO1 homeostasis regulated by FRGs during induction of ferroptosis in SCC.
The results showed that three FRGs, SLC1A5, CD44 and NQO1, have significant potential in targeted therapies for SCC chemotherapy resistance. And two FRGs, STEAP3 and HMOX1, formed a synergistic effect on the occurrence of ferroptosis in tumor cells. Our findings can be used as the main research materials for metastasis and chemotherapy resistance in SCC patients.
铁死亡是一种新发现的细胞死亡形式,其在基底细胞癌(BCC)和鳞状细胞癌(SCC)中的作用尚未得到充分揭示。为了提高我们对 BCC 和 SCC 之间肿瘤进展和治疗效果差异的认识,并寻找潜在的治疗靶点,本研究系统分析了铁死亡相关基因(FRGs)及其相关的局部免疫细胞溶解活性(LICA)和肿瘤微环境(TME)代谢功能差异。
从基因表达综合数据库中比较了两个批量 RNA-seq 数据集 GSE7553 和 GSE125285 中的数据,以筛选出共同差异表达基因(DEGs)进行富集分析。从 DEGs 基因集中选择目前公认的 FRGs 作为目标,分析它们在 LICA 和 TME 代谢功能中的相关性和差异。并使用另一个单细胞 RNA-seq(scRNA-seq)数据集(GSE123813)中的免疫细胞群体进行验证,以准确了解 LICA 的差异。所有功能富集分析的基因集均来自已发表的结果和 MSigDB 数据库。
使用 10 个 FRGs 进一步分析了 BCC 和 SCC 之间 LICA 和 TME 代谢功能的差异。在 SCC 样本中,LICA(例如 Treg、CCR、细胞溶解活性等)和 TME 代谢功能(例如脂质和能量等)与铁死亡基因(例如 SLC1A5、CD44、NQO1、HMOX1 和 STEAP3)显著相关,铁死亡潜力指数也明显高于 BCC 样本。最后,基于这 10 个 FRGs 和相关的富集结果,我们提出了一个模型,即 FRGs 调节 SCC 中铁死亡诱导时的 NQO1 稳态。
结果表明,三个 FRGs,SLC1A5、CD44 和 NQO1,在 SCC 化疗耐药的靶向治疗中有显著的潜力。两个 FRGs,STEAP3 和 HMOX1,在肿瘤细胞发生铁死亡时形成协同作用。我们的发现可以作为 SCC 患者转移和化疗耐药的主要研究材料。