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:The role of collagen type VI alpha 6 chain as a potential tumor suppressor in breast cancer: an immune regulation perspective.
The role of collagen type VI alpha 6 chain as a potential tumor suppressor in breast cancer: an immune regulation perspective.
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COL6A6 可能作为乳腺癌中的抑癌基因发挥作用,强调其与肿瘤微环境中免疫活性的相关性。这些发现表明 COL6A6 是一个有前景的治疗靶点和预后生物标志物,值得进一步研究。
VI型胶原α6链(COL6A6)是上皮细胞基底膜的重要组成部分,被认为在多种癌症中发挥抑癌作用,但其在乳腺癌中的作用仍不清楚。本研究旨在阐明COL6A6的表达模式,评估其对肿瘤免疫微环境的影响,并揭示乳腺癌进展中的潜在分子机制。
对136例乳腺癌组织和50例非乳腺癌对照组织进行了COL6A6的免疫组化染色。分析全球微阵列和高通量测序数据集以确认mRNA表达趋势,并通过单细胞RNA测序支持表达强度和分布。预后评估利用多中心乳腺癌患者队列,通过Kaplan-Meier生存分析和决策曲线分析进行。肿瘤解卷积和基因集富集分析预测了COL6A6与肿瘤免疫微环境的关联及其分子机制。采用小鼠模型、空间转录组测序和转录调控分析阐明了COL6A6表达与免疫细胞分布之间的密切关系。通过靶向COL6A6蛋白预测了乳腺癌患者的潜在治疗药物。
COL6A6蛋白染色强度在乳腺癌组织中显著低于正常乳腺组织(p < 0.0001)。整合分析证实,COL6A6在4818例乳腺癌组织对比1236例非乳腺癌组织中表达下调(标准化均数差 = - 1.27 [- 1.66, - 0.87]),并得到单细胞RNA测序的支持。COL6A6 mRNA表达降低对乳腺癌与非乳腺癌组织具有中等鉴别能力(合并曲线下面积 = 0.88,敏感性 = 84.85%,特异性 = 72.68%)。COL6A6表达降低与较差的总生存期和无复发生存期相关。它与肿瘤纯度呈负相关,但与肿瘤微环境中基质细胞和免疫细胞的数量呈正相关。分析中富集的基因集与适应性免疫应答、T细胞分化、T细胞增殖、巨噬细胞活化以及NK 细胞介导的细胞毒性等免疫调节通路相关。在用COL6A6肽疫苗免疫的小鼠模型中,免疫球蛋白产生、免疫应答介质的生成、髓系白细胞活化、白细胞趋化以及中性粒细胞迁移等免疫相关生物学过程显著富集。COL6A6下调与乳腺癌组织切片恶性区域免疫细胞浸润减少相关,这可能受CBX2转录因子的负向调控。MK-886可能通过靶向COL6A6成为乳腺癌治疗中一种有前景的治疗药物(Vina分数 = - 8.0)。
Collagen type VI alpha 6 chain (COL6A6), an essential component of epithelial cell basal lamina, is hypothesized to function as a tumor suppressor in various cancers, yet its role in breast cancer remains unclear. This study aimed to elucidate COL6A6 expression patterns, assess its impact on the tumor immune microenvironment, and uncover underlying molecular mechanisms in breast cancer progression.
Immunohistochemical staining of COL6A6 was conducted on 136 breast cancer tissues and 50 non-breast-cancer controls in-house. Global microarray and high-throughput sequencing datasets were analyzed to confirm mRNA expression trends, supported by single-cell RNA sequencing for expression intensity and distribution. Prognostic evaluation utilized a multicenter cohort of breast cancer patients through Kaplan-Meier survival and decision curve analyses. Tumor deconvolution and gene set enrichment analyses predicted COL6A6's association with the tumor immune microenvironment and its molecular mechanisms. Mouse models, spatial transcriptomic sequencing, and transcriptional regulation analyses were employed to elucidate the intimate relationship between COL6A6 expression and immune cell distribution. Potential therapeutic agents for breast cancer patients were predicted by targeting the COL6A6 protein.
COL6A6 protein staining intensity was significantly lower in breast cancer tissues compared to normal breast tissues (p < 0.0001). Integrated analysis confirmed COL6A6 downregulation in 4818 breast cancer tissues versus 1236 non-breast-cancer tissues (standardized mean difference = - 1.27 [- 1.66, - 0.87]), supported by single-cell RNA sequencing. Reduced COL6A6 mRNA expression moderately discriminated breast cancer from non-breast-cancer tissues (pooled area under the curve = 0.88, sensitivity = 84.85%, specificity = 72.68%). Decreased COL6A6 expression correlated with poorer overall and relapse-free survival. It had a negative correlation with the purity of the tumor but a positive correlation with the quantity of stromal and immune cells in the tumor microenvironment. Immune regulatory pathways such as adaptive immune response, T cell differentiation, T cell proliferation, macrophage activation, and natural killer cell-mediated cytotoxicity were associated with the gene sets that were enriched in the analysis. Immune-related biological processes, such as immunoglobulin production, generation of immune response mediators, myeloid leukocyte activation, leukocyte chemotaxis, and neutrophil migration, were significantly enriched in mouse models immunized with a COL6A6 peptide vaccine. The downregulation of COL6A6 was associated with reduced immune cell infiltration in malignant regions of breast cancer tissue slices, which might be negatively regulated by the CBX2 transcription factor. MK-886 may serve as a promising therapeutic agent for breast cancer treatment by targeting COL6A6 (Vina score = - 8.0).
COL6A6 may operate as a tumor suppressor in breast cancer, underscoring its correlation with immune activity in the tumor microenvironment. These findings suggest COL6A6 as a promising therapeutic target and prognostic biomarker warranting further investigation.
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