Department of Thyroid and Breast Surgery, Nanyang First People's Hospital Affiliated to Henan University, Nanyang 473004, China; Key Laboratory of Thyroid Tumor Prevention and Treatment of Nanyang, Nanyang First People's Hospital Affiliated to Henan University, Nanyang 473004, China.
Department of General Surgery, Nanyang First People's Hospital Affiliated to Henan University, Nanyang 473004, China.
Pathol Res Pract. 2023 Sep;249:154717. doi: 10.1016/j.prp.2023.154717. Epub 2023 Jul 27.
This study aimed to identify novel differentially expressed genes in breast cancer and to explore the clinical value and the anti-tumor or oncogenic effects of the identified genes using bioinformatics analysis and in vitro experiments. The differentially expressed genes in breast cancer patients were identified using Gene Expression Omnibus (GEO) database with the cut-off criteria p < 0.05 and |logFC| > 1. The expression levels of palmdelphin (PALMD) and dermatopontin (DPT) in normal tissues and breast cancer tissues were evaluated based on GEPIA and UALCAN databases. PALMD and DPT expression levels in clinical subgroups of patients with breast cancer were analyzed to assess the association of PALMD and DPT expression with clinical characteristics. The prognostic and diagnostic values of PALMD and DPT in breast cancer were evaluated from Kaplan-Meier (K-M) survival curves and receiver operating characteristic (ROC) curves. Pearson's correlation coefficient was performed using LinkedOmics. KEGG pathway enrichment analysis was performed using DAVID. The protein levels were evaluated using western blot analysis. Cell proliferation was assessed using MTT and EdU assays. Two important genes, PALMD and DPT, were identified in breast cancer. The expression levels of PALMD and DPT were significantly lower in breast cancer tissues. The expression levels of PALMD were closely related to age, histological type, and T stage of breast cancer patients. The expression levels of DPT were closely related to age, histological type, T stage, N stage, estrogen receptor status, and progesterone receptor status of breast cancer patients. The K-M survival curves showed that PALMD or DPT was not an independent prognostic factor for breast cancer. The ROC curves showed that both PALMD and DPT had good diagnostic potential for breast cancer. KEGG pathway enrichment results showed that PI3K/Akt pathway was an important overlapping signaling for PALMD and DPT. Further studies proved that overexpression of PALMD and DPT inhibited proliferation in MCF-7 and MDA-MB-231 cells by suppressing the PI3K/Akt pathway. PALMD and DPT knockdown promoted proliferation in MCF-7 and MDA-MB-231 cells by activating the PI3K/Akt pathway. These results collectively suggested that PALMD and DPT might serve as potential diagnostic biomarkers and therapeutic targets for breast cancer.
本研究旨在通过生物信息学分析和体外实验,鉴定乳腺癌中新型差异表达基因,并探讨鉴定基因的临床价值和抗肿瘤或致癌作用。使用基因表达综合数据库(GEO),以 p < 0.05 和 |logFC| > 1 为截值标准,鉴定乳腺癌患者中的差异表达基因。基于 GEPIA 和 UALCAN 数据库评估正常组织和乳腺癌组织中 palmdelphin (PALMD) 和 dermatopontin (DPT) 的表达水平。分析乳腺癌患者临床亚组中 PALMD 和 DPT 的表达水平,评估 PALMD 和 DPT 表达与临床特征的关系。从 Kaplan-Meier (K-M) 生存曲线和接收者操作特征 (ROC) 曲线评估 PALMD 和 DPT 在乳腺癌中的预后和诊断价值。使用 LinkedOmics 进行 Pearson 相关系数分析。使用 DAVID 进行 KEGG 通路富集分析。使用 Western blot 分析评估蛋白水平。通过 MTT 和 EdU 测定评估细胞增殖。在乳腺癌中鉴定到两个重要基因,PALMD 和 DPT。PALMD 和 DPT 在乳腺癌组织中的表达水平明显降低。PALMD 的表达水平与乳腺癌患者的年龄、组织学类型和 T 分期密切相关。DPT 的表达水平与乳腺癌患者的年龄、组织学类型、T 分期、N 分期、雌激素受体状态和孕激素受体状态密切相关。K-M 生存曲线表明,PALMD 或 DPT 不是乳腺癌的独立预后因素。ROC 曲线表明,PALMD 和 DPT 对乳腺癌均具有良好的诊断潜力。KEGG 通路富集结果表明,PI3K/Akt 通路是 PALMD 和 DPT 的一个重要重叠信号通路。进一步的研究证实,PALMD 和 DPT 的过表达通过抑制 PI3K/Akt 通路抑制 MCF-7 和 MDA-MB-231 细胞的增殖。PALMD 和 DPT 的敲低通过激活 PI3K/Akt 通路促进 MCF-7 和 MDA-MB-231 细胞的增殖。这些结果共同表明,PALMD 和 DPT 可能作为乳腺癌潜在的诊断生物标志物和治疗靶点。