RNF43 p.G659fs 通过 PI3K/AKT/mTOR 信号通路和 HLA-E 上调导致 MSI-high 结直肠癌中 NK 细胞功能障碍
RNF43 p.G659fs leads to natural killer cell dysfunction in MSI-high colorectal cancer through PI3K/AKT/mTOR signaling and HLA-E up-regulation.
CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Integrated multidimensional bioinformatics analysis of the molecular mechanisms of ulcerative colitis-associated colorectal cancer and MMP1 as a potential therapeutic target.
Integrated multidimensional bioinformatics analysis of the molecular mechanisms of ulcerative colitis-associated colorectal cancer and MMP1 as a potential therapeutic target.
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本研究旨在通过整合多组学分析,探讨溃疡性结肠炎(UC)相关结直肠癌(CRC)发生的分子机制,并确定潜在的治疗靶点。研究采用了孟德尔随机化(MR)分析,并结合生物信息学方法,包括差异基因表达分析、蛋白质-蛋白质相互作用网络构建、基因集富集分析和单细胞RNA测序。数据来自GEO、TCGA和全基因组关联研究(GWAS)数据库。使用DSigDB和AutoDockTools进行药物预测和分子对接。在UC和CRC之间共鉴定出48个共享基因,其中MMP1成为一个显著的保护因素(OR = 0.766;95% CI = 0.593-0.989,P = 0.041)。
MMP1表现出较强的诊断潜力(AUC = 0.927,95% CI = 0.895-0.959),并在功能上与免疫调节和代谢通路相关。单细胞分析显示MMP1主要表达于成纤维细胞和免疫细胞,而免疫浸润分析显示其与CD8⁺ T细胞和NK细胞显著相关。中介MR分析表明,MMP1保护效应的63.33%是通过naive-mature B细胞介导的。药物预测鉴定出ilomastat是一种潜在的MMP1抑制剂,具有强结合亲和力(结合能 = -7.17 kcal/mol)。这些发现为MMP1通过免疫微环境调节在UC相关CRC中发挥保护作用提供了证据,突出其作为诊断生物标志物和治疗靶点的潜力。ilomastat作为潜在MMP1抑制剂的鉴定为炎症相关癌症的靶向治疗提供了新途径。
This study aimed to investigate the molecular mechanisms underlying ulcerative colitis (UC)-associated colorectal cancer (CRC) development and identify potential therapeutic targets through integrated multi-omics analysis. Mendelian randomization (MR) analysis, combined with bioinformatics approaches including differential gene expression analysis, protein-protein interaction network construction, gene set enrichment analysis, and single-cell RNA sequencing, was employed. Data were obtained from GEO, TCGA, and genome-wide association study (GWAS) databases. Drug prediction and molecular docking were performed using DSigDB and AutoDockTools.
A total of 48 shared genes were identified between UC and CRC, with MMP1 emerging as a significant protective factor (OR = 0. 766; 95% CI = 0. 593-0. 989, P = 0. 041). MMP1 demonstrated strong diagnostic potential (AUC = 0. 927, 95% CI = 0. 895-0. 959) and was functionally associated with immune regulation and metabolic pathways.
Single-cell analysis revealed predominant MMP1 expression in fibroblasts and immune cells, while immune infiltration analysis showed significant correlations with CD8⁺ T cells and NK cells. Mediation MR analysis indicated that 63. 33% of MMP1's protective effect was mediated through naive-mature B cells. Drug prediction identified ilomastat as a potential MMP1 inhibitor with strong binding affinity (binding energy = -7. 17 kcal/mol).
These findings provide evidence for MMP1's protective role in UC-associated CRC through immune microenvironment modulation, highlighting its potential as a diagnostic biomarker and therapeutic target. The identification of ilomastat as a potential MMP1 inhibitor offers new avenues for targeted therapy in inflammation-associated cancers.
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