Department of Clinical Pharmacy, People's Hospital of Shouguang City, Shouguang, Shandong, China.
Department of Pharmacy, Binzhou Medical University, Yantai, Shandong, China.
Sci Rep. 2024 Oct 24;14(1):25155. doi: 10.1038/s41598-024-75889-x.
Epidemiological surveys have shown that the incidence of type 2 diabetes mellitus (T2DM) and malignancies is rapidly increasing worldwide and has become a major disease that threatens human life. In this study, we quantitatively analyzed the proteome of tumor tissues and adjacent normal tissues from six patients withT2DM combined with colorectal cancer (CRC) and eight non-diabetic CRC, focusing on the effect of T2DM on tumor tissues. We analyzed the functional enrichment of differentially expressed proteins (DEPs) using clusterProfiler in R and the expression level of protein tyrosine phosphatase non-receptor type 11 (PTPN11) and other key proteins in the TIMER and GEPIA2 databases. The HPA database was used to validate PTPN11 protein expression. The correlation between PTPN11 expression and clinicopathological features was analyzed by UALCAN database. The impact of PTPN11 on clinical prognosis was evaluated utilizing Kaplan-Meier Plotter. The correlation between PTPN11 expression and tumor-infiltrated immune cells was investigated via TIMER and TISIDB databases. Gene set enrichment analysis (GSEA) was performed to examined the pathway of PTPN11 enrichment in CRC using data from The Cancer Genome Atlas (TCGA) database. Furthermore, small interfering (si) RNA was used to knock down PTPN11 in CRC cell line SW480. Western blot analysis was used to detect PTPN11 expression in tissue samples or cells and the effect of PTPN11 knockdown on key proteins related to PI3K/AKT and cell cycle pathway in SW480 cells. Cell proliferation and wound healing assays were used to detect the effects of cell proliferation and migration after knockdown of PTPN11 or treatment with high glucose. We found that metabolic pathways such as oxidative phosphorylation, glycolysis/gluconeogenesis, and insulin secretion were significantly enriched in tumor tissues from diabetic patients compared to non-diabetic patients. In addition, PTPN11, a marker gene associated with T2DM and CRC, were mined in diabetic tumor tissues. PTPN11 showed high expression in diabetic tumor tissues compared to normal tissues. High PTPN11 expression predicted poor prognosis in CRC. PTPN11 expression was strongly associated with immune infiltrating cells in CRC. GSEA analysis revealed that PTPN11 was enriched in cancer-related pathways. Western blotting analysis indicated that PTPN11 knockdown reduced the protein levels of p-PI3K, p-AKT, CDK1 and CYCLIN D, without altering PI3K and AKT protein levels. Cell proliferation and wound healing data showed that PTPN11 and high glucose could increase the proliferation and migration ability. These findings showed that PTPN11 may be a potential key biomarker for CRC in patients with diabetes, which will provide new potential targets for future intervention of T2DM complicated with CRC.
流行病学调查表明,全球 2 型糖尿病(T2DM)和恶性肿瘤的发病率正在迅速上升,已成为威胁人类生命的主要疾病。本研究中,我们定量分析了 6 例 T2DM 合并结直肠癌(CRC)和 8 例非糖尿病 CRC 患者肿瘤组织及其相邻正常组织的蛋白质组,重点研究 T2DM 对肿瘤组织的影响。我们使用 R 中的 clusterProfiler 分析差异表达蛋白(DEPs)的功能富集,并在 TIMER 和 GEPIA2 数据库中分析蛋白酪氨酸磷酸酶非受体型 11(PTPN11)和其他关键蛋白的表达水平。使用 HPA 数据库验证 PTPN11 蛋白表达。使用 UALCAN 数据库分析 PTPN11 表达与临床病理特征的相关性。利用 Kaplan-Meier Plotter 评估 PTPN11 对临床预后的影响。使用 TIMER 和 TISIDB 数据库研究 PTPN11 表达与肿瘤浸润免疫细胞的相关性。使用来自癌症基因组图谱(TCGA)数据库的数据,通过基因集富集分析(GSEA)研究 PTPN11 在 CRC 中的富集途径。此外,使用小干扰(si)RNA 敲低 CRC 细胞系 SW480 中的 PTPN11。Western blot 分析用于检测组织样本或细胞中的 PTPN11 表达,以及 PTPN11 敲低对 SW480 细胞中与 PI3K/AKT 和细胞周期途径相关的关键蛋白的影响。细胞增殖和划痕愈合实验用于检测 PTPN11 敲低或高糖处理后细胞增殖和迁移的影响。我们发现,与非糖尿病患者相比,糖尿病患者肿瘤组织中的代谢途径(如氧化磷酸化、糖酵解/糖异生和胰岛素分泌)显著富集。此外,在糖尿病肿瘤组织中还挖掘到了与 T2DM 和 CRC 相关的标记基因 PTPN11。与正常组织相比,PTPN11 在糖尿病肿瘤组织中高表达。高 PTPN11 表达预示着 CRC 预后不良。PTPN11 表达与 CRC 中的免疫浸润细胞密切相关。GSEA 分析表明,PTPN11 在癌症相关途径中富集。Western blot 分析表明,PTPN11 敲低降低了 p-PI3K、p-AKT、CDK1 和 CYCLIN D 的蛋白水平,而不改变 PI3K 和 AKT 蛋白水平。细胞增殖和划痕愈合数据表明,PTPN11 和高糖均可增加细胞增殖和迁移能力。这些发现表明,PTPN11 可能是糖尿病患者 CRC 的潜在关键生物标志物,可为 T2DM 合并 CRC 的未来干预提供新的潜在靶点。