Ngule Chrispus M, Hemati Hami, Ren Xingcong, Obaleye Oluwafunminiyi, Akinyemi Amos O, Oyelami Felix F, Xiong Xiaofang, Song Jianxun, Liu Xia, Yang Jin-Ming
Department of Toxicology and Cancer Biology, College of Medicine, University of Kentucky, Lexington, KY 40536, USA.
Department of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan, TX 77807, USA.
Biomedicines. 2023 Apr 20;11(4):1223. doi: 10.3390/biomedicines11041223.
Triple-negative breast cancer (TNBC), characterized by a deficiency in estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor2 (HER2), is among the most lethal subtypes of breast cancer (BC). Nevertheless, the molecular determinants that contribute to its malignant phenotypes such as tumor heterogeneity and therapy resistance, remain elusive. In this study, we sought to identify the stemness-associated genes involved in TNBC progression. Using bioinformatics approaches, we found 55 up- and 9 downregulated genes in TNBC. Out of the 55 upregulated genes, a 5 gene-signature (, , , , and ) involved in cell regeneration was positively correlated with the status of tumor hypoxia and clustered with stemness-associated genes, as recognized by Parametric Gene Set Enrichment Analysis (PGSEA). Enhanced infiltration of immunosuppressive cells was also positively correlated with the expression of these five genes. Moreover, our experiments showed that depletion of the transcriptional co-factor nucleus accumbens-associated protein 1 (NAC1), which is highly expressed in TNBC, reduced the expression of these genes. Thus, the five genes signature identified by this study warrants further exploration as a potential new biomarker of TNBC heterogeneity/stemness characterized by high hypoxia, stemness enrichment, and immune-suppressive tumor microenvironment.
三阴性乳腺癌(TNBC)的特征是雌激素受体(ER)、孕激素受体(PR)和人表皮生长因子受体2(HER2)缺乏,是乳腺癌(BC)中最致命的亚型之一。然而,导致其恶性表型如肿瘤异质性和治疗抗性的分子决定因素仍然难以捉摸。在本研究中,我们试图鉴定参与TNBC进展的干性相关基因。使用生物信息学方法,我们在TNBC中发现了55个上调基因和9个下调基因。在这55个上调基因中,一个参与细胞再生的5基因特征(、、、和)与肿瘤缺氧状态呈正相关,并与干性相关基因聚集在一起,这是通过参数基因集富集分析(PGSEA)识别的。免疫抑制细胞的浸润增强也与这五个基因的表达呈正相关。此外,我们的实验表明,在TNBC中高表达的转录辅因子伏隔核相关蛋白1(NAC1)的缺失降低了这些基因的表达。因此,本研究鉴定的五个基因特征作为TNBC异质性/干性的潜在新生物标志物值得进一步探索,其特征为高缺氧、干性富集和免疫抑制性肿瘤微环境。