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 Analysis of Multiple Databases Identifies Tissue Inhibitor of Metalloproteinase 1 Expression and Its Association with the Immune Microenvironment in Colorectal Cancer.
Integrated Analysis of Multiple Databases Identifies Tissue Inhibitor of Metalloproteinase 1 Expression and Its Association with the Immune Microenvironment in Colorectal Cancer.
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TIMP1 表达与 CRC 中肿瘤免疫微环境特征及细胞外基质重塑相关,提示 TIMP1 具有作为候选生物标志物的潜力。然而,其作为治疗靶点的潜力有待进一步的实验研究。
近几十年来,全球结直肠癌(CRC)的发病率持续上升。CRC在癌症相关死亡率中位居第二。识别用于早期诊断和预后预测的可靠生物标志物,并深入理解其潜在的分子事件,对于改善患者预后具有重大前景。金属蛋白酶组织抑制剂1(TIMP1)基因在多种胃肠道恶性肿瘤中过表达,并促进肿瘤进展。然而,其在调控CRC肿瘤免疫微环境(TIME)中的作用及其作为临床可操作预后生物标志物的潜力仍不明确。
为探究TIMP1如何作为结直肠癌预后相关候选生物标志物发挥作用,采用TCGA衍生数据集进行Kaplan-Meier生存评估。我们还研究了TIMP1表达丰度与免疫细胞群浸润及瘤内淋巴细胞之间的关联;此外,通过TISIDB和TIMER2.0平台在多种肿瘤类型中系统评估了免疫检查点相关基因,特别关注CRC。我们采用ESTIMATE评分系统来探究TIMP1基因表达与结直肠癌TIME表型特征的相关性。我们依赖limma工具包从高TIMP1和低TIMP1队列中筛选差异转录本。随后进行涵盖基因本体条目和京都基因与基因组百科全书条目的富集评估,以预测与TIMP1相关的潜在生物学通路。我们通过STRING数据库构建了TIMP1相互作用伙伴的蛋白质-蛋白质相互作用图。为进一步探索TIMP1相关基因,我们进行了Venn图交集分析并结合Spearman相关性检验。最后,实施定量逆转录PCR检测RKO结直肠癌细胞系及正常结肠上皮CCD-18Co细胞中TIMP1信使RNA丰度,为我们的生物信息学结果提供了体外实验验证。
根据结果数据,相对于正常样本,TIMP1转录本在CRC标本和细胞系中显著上调。TIMP1表达升高是结直肠癌患者总生存期(风险比[HR] = 0.43,95%置信区间[CI] = 0.29-0.64,p < 0.001)和疾病特异性生存期(HR = 0.39,95% CI = 0.22-0.68,p = 0.001)的不良预后指标。TIMP1高表达组和TIMP1低表达组在免疫细胞浸润方面表现出显著差异(CD8 + T细胞、巨噬细胞、肥大细胞、中性粒细胞、B细胞、单核细胞、树突状细胞和CD4 + T细胞)。TIMP1表达还与TIL(肿瘤浸润淋巴细胞)、关键免疫检查点基因(如CD274 [PD-L1]和CTLA4)以及免疫调节趋化因子(如CCL3和CCL5)显著相关。筛选出12个与TIMP1相互作用的DEG:COL5A1、FN1、PRG4以及一组九个MMP(MMP1 / 2 / 3 / 7 / 8 / 9 / 11 / 13 / 14),所有这些均与TIMP1呈显著正相关(r = 0.31-0.63,均p < 0.001)。
In recent decades, the incidence of colorectal cancer (CRC) has been rising worldwide. CRC ranks second in cancer-related mortality. The identification of reliable biomarkers for early diagnosis and prognosis prediction, along with a deeper understanding of the underlying molecular events, holds substantial promise for improving patient outcomes. The tissue inhibitor of the metalloproteinase 1 ( TIMP1 ) gene is overexpressed in various gastrointestinal malignancies and contributes to tumor progression. However, its role in regulating the CRC tumor immune microenvironment (TIME) and its potential as a clinically actionable prognostic biomarker remain unclear.
To probe how TIMP1 acts as a prognosis-related candidate biomarker in colorectal carcinoma, TCGA-derived datasets were adopted to conduct Kaplan-Meier survival assessment. We also investigated the connection between the expression abundance of TIMP1 and the infiltration of immune populations and intratumoral lymphocytes; furthermore, immune checkpoint-related genes were systematically assessed across multiple tumor types via the TISIDB and TIMER2.0 platforms, with particular emphasis on CRC. We adopted the ESTIMATE scoring system to figure out how TIMP1 gene expression correlates with the phenotypic properties of the colorectal-cancer TIME. We relied on the limma toolkit for the screening of differential transcripts from high- TIMP1 and low- TIMP1 cohorts. Enrichment assessments covering Gene Ontology terms and Kyoto Encyclopedia of Genes and Genomes entries were then carried out to predict the potential biological pathways associated with TIMP1 . We constructed the protein-protein interaction map for TIMP1 -interacting partners via the STRING repository. To further explore TIMP1 -correlated genes, we performed Venn diagram intersection analysis combined with Spearman's correlation test. Finally, quantitative reverse-transcription PCR was then implemented to detect TIMP1 messenger-RNA abundance inside the RKO colorectal carcinoma cell line as well as normal colonic epithelial CCD-18Co cells, which offered in vitro experimental verification for our bioinformatic outcomes.
According to outcome data, TIMP1 transcripts were markedly up-regulated in CRC specimens and cell lines relative to normal samples. Elevated TIMP1 expression served as a poor-prognosis indicator for overall survival (hazard ratio [HR] = 0.43, 95% confidence interval [CI] = 0.29-0.64, p < 0.001) and disease-specific survival (HR = 0.39, 95% CI = 0.22-0.68, p = 0.001) among colorectal-carcinoma patients. TIMP1 -high and TIMP1 -low groups exhibited notable differences in immune cell infiltration (CD8 + T, macrophage, mast, neutrophil, B, monocyte, dendritic, and CD4 + T cells). TIMP1 expression was also significantly correlated with tumor-infiltrating lymphocytes, key immune checkpoint genes (e.g., CD274 [ PD-L1 ] and CTLA4 ), and immunomodulatory chemokines (e.g., CCL3 and CCL5 ). Twelve TIMP1 -interacting DEGs were selected: COL5A1 , FN1 , PRG4 , and a cluster of nine MMPs ( MMP1 / 2 / 3 / 7 / 8 / 9 / 11 / 13 / 14 ), all of which showed significant positive correlations with TIMP1 (r = 0.31-0.63, all p < 0.001).
TIMP1 expression correlates with features of the tumor immune microenvironment and extracellular matrix remodeling in CRC, suggesting that TIMP1 shows potential as a candidate biomarker. However, its potential as a therapeutic target warrants further experimental investigation.
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