Zhu Jingjin, Min Ningning, Gong Wenye, Chen Yizhu, Li Xiru
School of Medicine, Nankai University, Tianjin 300071, China.
Department of General Surgery, The First Medical Center of Chinese PLA General Hospital, Beijing 100853, China.
Life (Basel). 2023 Apr 12;13(4):998. doi: 10.3390/life13040998.
The relationship between non-alcoholic fatty liver disease (NAFLD) and triple-negative breast cancer (TNBC) has been widely recognized, but the underlying mechanisms are still unknown. The objective of this study was to identify the hub genes associated with NAFLD and TNBC, and to explore the potential co-pathogenesis and prognostic linkage of these two diseases. We used GEO, TCGA, STRING, ssGSEA, and Rstudio to investigate the common differentially expressed genes (DEGs), conduct functional and signaling pathway enrichment analyses, and determine prognostic value between TNBC and NAFLD. GO and KEGG enrichment analyses of the common DEGs showed that they were enriched in leukocyte aggregation, migration and adhesion, apoptosis regulation, and the PPAR signaling pathway. Fourteen candidate hub genes most likely to mediate NAFLD and TNBC occurrence were identified and validation results in a new cohort showed that ITGB2, RAC2, ITGAM, and CYBA were upregulated in both diseases. A univariate Cox analysis suggested that high expression levels of ITGB2, RAC2, ITGAM, and CXCL10 were associated with a good prognosis in TNBC. Immune infiltration analysis of TNBC samples showed that NCF2, ICAM1, and CXCL10 were significantly associated with activated CD8 T cells and activated CD4 T cells. NCF2, CXCL10, and CYBB were correlated with regulatory T cells and myeloid-derived suppressor cells. This study demonstrated that the redox reactions regulated by the NADPH oxidase (NOX) subunit genes and the transport and activation of immune cells regulated by integrins may play a central role in the co-occurrence trend of NAFLD and TNBC. Additionally, ITGB2, RAC2, and ITGAM were upregulated in both diseases and were prognostic protective factors of TNBC; they may be potential therapeutic targets for treatment of TNBC patients with NAFLD, but further experimental studies are still needed.
非酒精性脂肪性肝病(NAFLD)与三阴性乳腺癌(TNBC)之间的关系已得到广泛认可,但其潜在机制仍不清楚。本研究的目的是识别与NAFLD和TNBC相关的枢纽基因,并探讨这两种疾病潜在的共同发病机制和预后联系。我们使用基因表达综合数据库(GEO)、癌症基因组图谱(TCGA)、STRING、单样本基因集富集分析(ssGSEA)和Rstudio来研究共同的差异表达基因(DEGs),进行功能和信号通路富集分析,并确定TNBC和NAFLD之间的预后价值。对共同DEGs的基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析表明,它们在白细胞聚集、迁移和黏附、细胞凋亡调节以及过氧化物酶体增殖物激活受体(PPAR)信号通路中富集。确定了14个最有可能介导NAFLD和TNBC发生的候选枢纽基因,在一个新队列中的验证结果表明,整合素β2(ITGB2)、Rac家族小GTP酶2(RAC2)、整合素αM(ITGAM)和细胞色素b-245α链(CYBA)在这两种疾病中均上调。单因素Cox分析表明,ITGB2、RAC2、ITGAM和CXC趋化因子配体10(CXCL10)的高表达水平与TNBC的良好预后相关。对TNBC样本的免疫浸润分析表明,中性粒细胞胞质因子2(NCF2)、细胞间黏附分子1(ICAM1)和CXCL10与活化的CD8 T细胞和活化的CD4 T细胞显著相关。NCF2、CXCL10和细胞色素b-245β链(CYBB)与调节性T细胞和髓源性抑制细胞相关。本研究表明,由烟酰胺腺嘌呤二核苷酸磷酸氧化酶(NOX)亚基基因调节的氧化还原反应以及由整合素调节的免疫细胞转运和激活可能在NAFLD和TNBC的共同发生趋势中起核心作用。此外,ITGB2、RAC2和ITGAM在这两种疾病中均上调,并且是TNBC的预后保护因素;它们可能是治疗合并NAFLD的TNBC患者的潜在治疗靶点,但仍需要进一步的实验研究。