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 transcriptomics and single-cell analysis identify ITGAX⁺ macrophages as key immunosuppressive factors in the prostate cancer tumor microenvironment.
Integrated transcriptomics and single-cell analysis identify ITGAX⁺ macrophages as key immunosuppressive factors in the prostate cancer tumor microenvironment.
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ITGAX 标记了一个与 PCa 中免疫抑制性 TME 和不良预后相关的巨噬细胞群体。这些发现突出表明,ITGAX⁺巨噬细胞可能促进免疫逃逸,并代表未来治疗研究的潜在靶点。
前列腺癌(PCa)是全球男性癌症相关死亡的主要原因之一。肿瘤微环境(TME),尤其是其免疫和基质成分,对PCa进展和患者预后具有关键影响。识别新的TME相关生物标志物对于更好地理解PCa进展具有重要意义,并可能为未来的诊断或治疗策略提供依据。
对TCGA-PRAD队列(499例肿瘤样本和52例正常前列腺样本)的转录组数据,采用ESTIMATE和免疫去卷积算法进行分析,并整合临床与生存数据。通过差异表达、Cox回归和PPI网络分析筛选候选基因,随后进行生存分析和GSEA功能预测。单细胞RNA测序进一步阐明了TME内基因表达模式及免疫功能。
整合素亚基αX(ITGAX)作为一个预后基因出现,与晚期临床病理特征和较差的无进展生存期密切相关。ITGAX高表达与M2巨噬细胞增多和活化NK细胞减少相关。单细胞分析显示,ITGAX在巨噬细胞亚群中富集,与终末分化表型一致,并伴有免疫抑制特征。细胞间通讯分析表明,ITGAX⁺巨噬细胞与CD4⁺、CD8⁺和Treg细胞之间存在广泛的抑制性相互作用,提示其与T细胞可能存在抑制性相互作用,并在塑造免疫抑制性TME中发挥作用。
Prostate cancer (PCa) is a leading cause of cancer-related death in men worldwide. The tumor microenvironment (TME), particularly its immune and stromal components, has a critical influence on PCa progression and patient outcomes. Identifying novel TME-associated biomarkers is important for better understanding PCa progression and may inform future diagnostic or therapeutic strategies.
Transcriptome data from the TCGA-PRAD cohort (499 tumor and 52 normal prostate samples) were analyzed using ESTIMATE and immune deconvolution algorithms, integrated with clinical and survival data. Candidate genes were identified through differential expression, Cox regression, and PPI network analysis, followed by survival and GSEA functional prediction. Single-cell RNA sequencing further delineated gene expression patterns and immune functions within the TME.
Integrin subunit αX (ITGAX) emerged as a prognostic gene closely linked to advanced clinicopathological features and poor progression-free survival. High ITGAX expression correlated with increased M2 macrophages and reduced activated NK cells. Single-cell analysis revealed that ITGAX is enriched in macrophage subsets, consistent with a terminally differentiated phenotype associated with immunosuppressive signatures. Cell-cell communication analysis demonstrated extensive inhibitory interactions between ITGAX⁺ macrophages and CD4⁺, CD8⁺, and Treg cells, suggesting potential inhibitory interactions with T cells and a role in shaping an immunosuppressive TME.
ITGAX marks a macrophage population associated with an immunosuppressive TME and poor prognosis in PCa. These findings highlight that ITGAX⁺ macrophages may contribute to immune evasion and represent potential targets for future therapeutic investigation.
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