Immune infiltrate

免疫浸润
  • 文章类型: Journal Article
    肿瘤浸润淋巴细胞的过继转移(TIL治疗)已被证明对治疗实体癌非常有效,包括非小细胞肺癌(NSCLC)。然而,由于未知的原因,并非所有患者都能从这种治疗中获益.因此,定义与自体TIL产物的高肿瘤反应性相关的标志物是实现更好定制的免疫疗法的关键。我们质疑免疫细胞浸润的组成是否与扩增的TIL产物的肿瘤反应性相关。采用无偏流式细胞术分析26例早期和20例晚期NSCLC肿瘤病灶的免疫细胞浸润与T细胞分化和活化状态的相关性。以及生成的TIL产物的扩增速率和抗肿瘤反应。肿瘤免疫浸润物的组成在患者之间高度可变。Spearman等级相关性显示,高B细胞浸润与患者扩增的TIL产物的肿瘤反应性呈负相关,由暴露于自体肿瘤消化后的细胞因子产生定义。深入分析显示,B细胞浸润较高的肿瘤病灶含有三级淋巴结构(TLS)相关的免疫浸润,包括分泌BCL6+抗体的B细胞,IgD+BCL6+B细胞和CXCR5+BLC6+CD4+T细胞,和较高百分比的初始CD8+T细胞。总之,NSCLC肿瘤中免疫细胞浸润物的组成与扩增的TIL产品的功能相关.因此,我们的发现可能有助于改善TIL治疗的患者选择。
    Adoptive transfer of tumor infiltrating lymphocytes (TIL therapy) has proven highly effective for treating solid cancers, including non-small cell lung cancer (NSCLC). However, not all patients benefit from this therapy for yet unknown reasons. Defining markers that correlate with high tumor-reactivity of the autologous TIL products is thus key for achieving better tailored immunotherapies. We questioned whether the composition of immune cell infiltrates correlated with the tumor-reactivity of expanded TIL products. Unbiased flow cytometry analysis of immune cell infiltrates of 26 early-stage and 20 late-stage NSCLC tumor lesions was used for correlations with the T cell differentiation and activation status, and with the expansion rate and anti-tumor response of generated TIL products. The composition of tumor immune infiltrates was highly variable between patients. Spearman\'s Rank Correlation revealed that high B cell infiltration negatively correlated with the tumor-reactivity of the patient\'s expanded TIL products, as defined by cytokine production upon exposure to autologous tumor digest. In-depth analysis revealed that tumor lesions with high B cell infiltrates contained tertiary lymphoid structure (TLS)-related immune infiltrates, including BCL6+ antibody-secreting B cells, IgD+BCL6+ B cells and CXCR5+BLC6+ CD4+ T cells, and higher percentages of naïve CD8+ T cells. In conclusion, the composition of immune cell infiltrates in NSCLC tumors associates with the functionality of the expanded TIL product. Our findings may thus help improve patient selection for TIL therapy.
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  • 文章类型: Journal Article
    在乳腺癌中,三阴性(TN)乳腺癌对免疫检查点抑制剂(ICI)治疗的反应最大.在激素受体阳性HER2阴性(HR+HER2-)乳腺肿瘤中,淋巴细胞浸润不影响预后,很少有HR+HER2-肿瘤对ICI有反应。我们对比了来自癌症基因组图谱(TCGA)的119TN和475HRHER2-乳腺肿瘤之间的免疫相关基因表达,并证实了我们在METABRIC数据库中299TN和1369HRHER2-乳腺肿瘤中的发现。TN和HR+HER2-肿瘤分为免疫高或低肿瘤,这两种亚型均出现在高免疫组中.高免疫TN和HRHER2-肿瘤之间的最大差异是TN肿瘤具有更丰富的Th1和Th2CD4T细胞,而HRHER2-肿瘤具有更丰富的成纤维细胞(log2FC>0.3;p<10X10-10)。这表明高免疫特征不是由乳腺癌亚型决定的,但在高免疫HR+HER2-肿瘤中,与不良预后相关的成纤维细胞亚群较高.
    In breast cancer, triple negative (TN) breast cancer has most responses to immune checkpoint inhibitor (ICI) therapy. Lymphocyte infiltrate does not impact prognosis in Hormone receptor positive HER2 negative (HR + HER2-) breast tumors and few HR + HER2- tumors respond to ICI. We contrasted immune-associated gene expression between 119 TN and 475 HR + HER2- breast tumors from The Cancer Genome Atlas (TCGA) and confirmed our findings in 299 TN and 1369 HR + HER2- breast tumors in the METABRIC database. TN and HR+ HER2- tumors grouped into immune-high or -low tumors, both subtypes were represented in the immune-high group. The largest difference between the immune-high TN and HR + HER2- tumors was TN tumors had more abundant Th1 and Th2 CD4+ T cells while HR + HER2- tumors had more abundant fibroblasts (log2FC > 0.3; p < 10×10-10). This suggests an immune-high signature is not dictated by breast cancer subtype, but fibroblast subsets associated with worse outcome were higher in the immune-high HR + HER2- tumors.
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  • 文章类型: Journal Article
    食管癌是一种高度致命的恶性肿瘤,占所有癌症相关死亡的5%。两种主要亚型是食管鳞状细胞癌(ESCC)和食管腺癌(EAC)。虽然大多数研究都集中在ESCC上,很少有研究分析EAC与诊断或预后相关的转录特征.在这项研究中,我们利用单细胞RNA测序和批量RNA测序来识别有助于抗肿瘤反应的特定免疫细胞类型,以及差异表达基因(DEGs)。我们已经表征了转录特征,针对广泛的TCGA患者队列进行了验证,能够预测EAC术后的临床结局和预后,其疗效与目前公认的预后因素相当。总之,我们的发现提供了对EAC的免疫前景和治疗靶点的见解,提出了新的免疫生物标志物来预测预后,帮助患者对术后结果进行分层,后续行动,和个性化辅助治疗决策。
    Esophageal cancer is a highly lethal malignancy, representing 5% of all cancer-related deaths. The two main subtypes are esophageal squamous cell carcinoma (ESCC) and esophageal adenocarcinoma (EAC). While most research has focused on ESCC, few studies have analyzed EAC for transcriptional signatures linked to diagnosis or prognosis. In this study, we utilized single-cell RNA sequencing and bulk RNA sequencing to identify specific immune cell types that contribute to anti-tumor responses, as well as differentially expressed genes (DEGs). We have characterized transcriptional signatures, validated against a wide cohort of TCGA patients, that are capable of predicting clinical outcomes and the prognosis of EAC post-surgery with efficacy comparable to the currently accepted prognostic factors. In conclusion, our findings provide insights into the immune landscape and therapeutic targets of EAC, proposing novel immunological biomarkers for predicting prognosis, aiding in patient stratification for post-surgical outcomes, follow-up, and personalized adjuvant therapy decisions.
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  • 文章类型: Journal Article
    胰腺腺癌(PAAD)的特征是致密的纤维化基质和免疫抑制性肿瘤微环境(TME)。TGFβ信号通路在人类癌症中高度激活。然而,TGFβ2在PAAD的TME中的作用尚待阐明。在这项研究中,我们发现TGFβ2在PAAD组织或癌细胞中表达相对较高。此外,其高表达预测预后不良。在PAAD中,基因集富集分析表明,TGFβ2与白细胞跨内皮迁移呈正相关,但对有氧代谢不利,包括氧化磷酸化。结果在肿瘤和免疫系统相互作用数据库显示,TGFβ2与肿瘤相关巨噬细胞(TAMs)的浸润,这可能归因于TGFβ2促进PAAD中CCL2的表达。此外,相关分析显示TGFβ2可触发PAAD中癌相关成纤维细胞(CAFs)的激活。药物敏感性分析可能提示TGFβ2高表达患者对化疗药物的敏感性较高,但对靶向药物的敏感性仍存在争议。TGFβ2可以促进CAFs的扩张和TAMs的渗透,从而参与PAAD中纤维化和免疫抑制性TME的构建。靶向TGFβ2可能是一种有前途的治疗方法,这需要通过临床和实验证据来阐明。
    Pancreatic adenocarcinoma (PAAD) was characterized by dense fibrotic stroma and immunosuppressive tumor microenvironment (TME). TGFβ signaling pathways are highly activated in human cancers. However, the role of TGFβ2 in TME of PAAD remains to be elucidated. In this study, we showed that TGFβ2 was expressed at a relatively high level in PAAD tissues or cancer cells. Moreover, its high expression predicted unfavorable prognosis. In PAAD, gene set enrichment analysis showed that TGFβ2 correlated positively with leukocyte transendothelial migration, but negatively with aerobic metabolism, including oxidative phosphorylation. Results in Tumor and Immune System Interaction Database showed that TGFβ2 correlated with the infiltration of tumor-associated macrophages (TAMs), which could be attributed to that TGFβ2 promote CCL2 expression in PAAD. Moreover, correlation analysis showed that TGFβ2 could trigger cancer-associated fibroblasts (CAFs) activation in PAAD. The drug sensitivity analysis may indicate that patients with TGFβ2 high expression have higher sensitivity to chemotherapeutics, but the sensitivity to targeted drugs is still controversial. TGFβ2 could promote expansion of CAFs and infiltration of TAMs, thus participating in the construction of a fibrotic and immunosuppressive TME in PAAD. Targeting TGFβ2 could be a promising therapeutic approach, which needs to be elucidated by clinical and experimental evidences.
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  • 文章类型: Journal Article
    目的:B7分子(B7s)是针对肿瘤细胞的有效免疫监视的关键协同信号。虽然以前的研究已经探讨了B7家族和癌症之间的关联,大多数仅限于特定基因或癌症亚型。
    方法:我们的研究利用多组学数据来研究B7s表达之间的潜在相关性(B7sexpr。)和预后,临床病理特征,体细胞突变(SM),拷贝数变化(CNVs),免疫特性,肿瘤微环境(TME),微卫星不稳定,肿瘤突变负荷,免疫检查点基因(ICG),和TCGA肿瘤中的药物反应性。此外,B7sexpr之间的连接。和免疫治疗(IT)性能在各种验证的数据集中评估。在此之后,基于B7sexpr进行免疫浸润分析(IIA)。,CNVs,或膀胱癌(BLCA)中的SM,通过实时PCR(RT-PCR)和B7-H3的蛋白质确认进行补充。
    结果:在大多数癌症类型中,B7sexpr.与预后有关,临床病理特征,突变,CNVs,ICG,TMB,TME.对抗癌药物敏感性的检查揭示了B7分子与不同药物敏感性之间的相关性。特定的B7sexpr。模式与IT的临床有效性有关。使用GSEA,鉴定了几种富集的免疫相关功能和途径.特别是在BLCA,IIA揭示了B7CNVs之间的显著联系,突变状态,和各种免疫细胞浸润。RT-PCR证实BLCA肿瘤组织中B7-H3基因水平升高。
    结论:本研究证实了B7sexpr的意义。和基因组变化在预测不同癌症类型的结果和治疗。此外,它们表明B7在BLCA中的关键功能及其作为IT生物标志物的潜力。
    OBJECTIVE: B7 molecules (B7s) are crucial synergistic signals for effective immune surveillance against tumor cells. While previous studies have explored the association between the B7 family and cancer, most have been limited to specific genes or cancer subtypes.
    METHODS: Our study utilized multi-omics data to investigate potential correlations between B7s expression (B7s exp.) and prognosis, clinicopathological features, somatic mutations (SMs), copy number variations (CNVs), immune characteristics, tumor microenvironment (TME), microsatellite instability, tumor mutation burden, immune checkpoint gene (ICG), and drug responsiveness in TCGA tumors. Furthermore, the connection between B7s exp. and immunotherapy (IT) performance assessed in various validated datasets. Following this, immune infiltration analysis (IIA) was conducted based on B7s exp., CNVs, or SMs in bladder cancer (BLCA), complemented by real-time PCR (RT-PCR) and protein confirmation of B7-H3.
    RESULTS: Across most cancer types, B7s exp. was related to prognosis, clinicopathological characteristics, mutations, CNVs, ICG, TMB, TME. The examination of sensitivity to anticancer drugs unveiled correlations between B7 molecules and different drug sensitivities. Specific B7s exp. patterns were linked to the clinical effectiveness of IT. Using GSEA, several enriched immune-related functions and pathways were identified. Particularly in BLCA, IIA revealed significant connections between B7 CNVs, mutation status, and various immune cell infiltrates. RT-PCR confirmed elevated B7-H3 gene levels in BLCA tumor tissues.
    CONCLUSIONS: This study confirmed the significance of B7s exp. and genomic changes in predicting outcomes and treatment across different cancer types. Moreover, they indicate a critical function of B7s in BLCA and their potential as IT biomarkers.
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  • 文章类型: Journal Article
    目的:三阴性乳腺癌(TNBC)因缺乏ER而具有侵袭性和治疗挑战,PR,和HER2受体。我们的工作强调LCP1(淋巴细胞胞浆蛋白1)的预后价值,在细胞过程和免疫细胞活动中起着至关重要的作用,预测结果并指导TNBC的治疗。
    方法:我们探索了LCP1作为TNBC的潜在生物标志物,并研究了LCP1的mRNA和蛋白质表达水平。我们调查了不同的数据库,包括GTEX,TCGA,GEO,cBioPortal和Kaplan-Meier绘图仪。对TNBC和良性肿瘤样本进行免疫组织化学检查,以检查LCP1与患者临床特征和巨噬细胞标记的关系。我们还评估了生存率,免疫细胞浸润,以及使用各种生物信息学工具与LCP1相关的药物敏感性。
    结果:结果表明,与邻近的正常组织相比,TNBC组织中LCP1的表达更高。然而,LCP1的高表达与TNBC患者的良好生存结局显著相关.富集分析显示与LCP1共表达的基因在各种免疫过程中显著富集。LCP1与静息树突状细胞浸润呈正相关,M1巨噬细胞,和记忆CD4T细胞,与M2巨噬细胞呈负相关。进一步的分析表明,高水平的LCP1与接受免疫治疗的癌症患者的生存结果增加之间存在联系。
    结论:LCP1可作为TNBC的潜在诊断和预后生物标志物,这与免疫细胞浸润密切相关,特别是M1和M2巨噬细胞。我们的发现可能为TNBC患者的免疫治疗策略提供有价值的见解。
    OBJECTIVE: Triple-Negative Breast Cancer (TNBC) is known for its aggressiveness and treatment challenges due to the absence of ER, PR, and HER2 receptors. Our work emphasizes the prognostic value of LCP1 (Lymphocyte cytosolic protein 1), which plays a crucial role in cell processes and immune cell activity, to predict outcomes and guide treatments in TNBC.
    METHODS: We explored LCP1 as a potential biomarker in TNBC and investigated the mRNA and protein expression levels of LCP1. We investigated different databases, including GTEX, TCGA, GEO, cBioPortal and Kaplan-Meier Plotter. Immunohistochemistry on TNBC and benign tumor samples was performed to examine LCP1\'s relationship with patient clinical characteristics and macrophage markers. We also assessed survival rates, immune cell infiltration, and drug sensitivity related to LCP1 using various bioinformatics tools.
    RESULTS: The results indicated that LCP1 expression was higher in TNBC tissues compared to adjacent normal tissues. However, high expression of LCP1 was significantly associated with favorable survival outcomes in patients with TNBC. Enrichment analysis revealed that genes co-expressed with LCP1 were significantly enriched in various immune processes. LCP1 showed a positive correlation with the infiltration of resting dendritic cells, M1 macrophages, and memory CD4 T cells, and a negative correlation with M2 macrophages. Further analysis suggested a link between high levels of LCP1 and increased survival outcomes in cancer patients receiving immunotherapy.
    CONCLUSIONS: LCP1 may serve as a potential diagnostic and prognostic biomarker for TNBC, which was closely associated with immune cell infiltration, particularly M1 and M2 macrophages. Our findings may provide valuable insights into immunotherapeutic strategies for TNBC patients.
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  • 文章类型: Journal Article
    目的:本研究旨在探讨FTO表达与预后的关系,肿瘤微环境(TME),免疫细胞浸润,免疫检查点基因,以及GC中的相关信号通路。此外,在GC中研究了FTO与TGF-β的关系。
    方法:GC样本的mRNA表达和临床生存数据来自癌症基因组图谱胃腺癌(TCGA-STAD)。TIME2,TNM地块,和GEPIA数据库用于分析FTO表达。使用Kaplan-Meier绘图仪和UALCAN数据库评估FTO与预后和临床病理特征的关联。分别。利用R软件分析其相关信号通路及其与TME的关系。免疫细胞浸润,和免疫检查点基因。GEPIA和ENCORI用于检测FTO与TGF-β表达的相关性。利用SRAMP网站预测TGF-β的m6A修饰。IHC,蛋白质印迹,和qPCR用于分析临床胃癌组织样品或胃癌细胞系中FTO和TGF-β的表达水平。此外,m6ARNA甲基化检测试剂盒用于测定胃癌细胞中的m6A水平.
    结果:与正常胃组织相比,GC中FTOmRNA和蛋白水平显着升高。Kaplan-Meier生存分析提示FTO上调与GC预后较差相关。FTO上调与分化程度显著相关,淋巴结转移,临床TNM分期。GO和KEGG通路分析显示,FTO相关分子在神经活性配体-受体相互作用中富集,钙信号,PI3k-Akt信令,cAMP信号通路,和TGF-β信号通路,在其他人中。高FTO组的TME评分明显高于低FTO组。此外,FTO的表达与不同类型的免疫细胞和免疫检查点基因呈正相关。此外,FTO可能在GC中以m6ARNA修饰的方式调节TGF-β。
    结论:FTO可能成为与TME相关的独立预测预后生物标志物,免疫细胞浸润,和胃癌中的免疫检查点基因,可能通过调节TGF-β表达影响GC进展。
    OBJECTIVE: This study aimed to examine the associations of FTO expression with prognosis, tumor microenvironment (TME), immune cell infiltration, immune checkpoint genes, and relevant signaling pathways in GC. Furthermore, the relationship between FTO and TGF-β was studied in GC.
    METHODS: The mRNA expression and clinical survival data of GC samples were obtained from The Cancer Genome Atlas Stomach Adenocarcinoma (TCGA-STAD). TIMER2, TNM plot, and GEPIA database were used to analyze FTO expression. The associations of FTO with prognosis and clinicopathologic features were assessed using the Kaplan-Meier plotter and UALCAN database, respectively. The R software was employed to analyze its related signaling pathways and the associations with TME, immune cell infiltration, and immune checkpoint genes. GEPIA and ENCORI were used to examine the association of FTO with TGF-β expression. The SRAMP website was utilized to predict m6A modification of TGF-β. IHC, Western blot, and qPCR were used to analyze the expression levels of FTO and TGF-β in clinical gastric cancer tissue samples or gastric cancer cell lines. In addition, a m6A RNA methylation assay kit was used to determine m6A levels in gastric cancer cells.
    RESULTS: FTO mRNA and protein levels were significantly elevated in GC compared to normal gastric tissues. Kaplan-Meier survival analysis suggested that upregulated FTO was associated with a worse prognosis in GC. Upregulated FTO was markedly correlated with differentiation degree, lymph node metastasis, and clinical TNM stage. GO and KEGG pathway analyses revealed that FTO-associated molecules were enriched in neuroactive ligand-receptor interaction, calcium signaling, PI3k-Akt signaling, cAMP signaling pathways, and TGF-β signaling pathways, among others. The TME score was remarkably higher in the high-FTO group than in the low-FTO group. Furthermore, FTO expression had positive correlations with different types of immune cells and immune checkpoint genes. Moreover, FTO may regulate TGF-β in an m6A RNA modification manner in GC.
    CONCLUSIONS: FTO may become an independent predictive prognostic biomarker correlating with TME, immune cell infiltration, and immune checkpoint genes in gastric cancer and might influence GC progression by regulating TGF-β expression.
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  • 文章类型: Journal Article
    细胞周期蛋白B2(CCNB2)与细胞周期进程有关,充当G2/M过渡进程中的细胞周期检查点。在许多癌症患者中,已经观察到CCNB2的过表达增强了肿瘤的侵袭性并导致不良预后.然而,CCNB2与肿瘤微环境的相关性尚不清楚.因此,有必要阐明CCNB2与乳腺癌(BRCA)免疫状态和预后的关系。
    BRCA的基因表达和临床数据来自癌症基因组图谱和基因表达综合数据库,随后是CCNB2表达与预后的关联分析,免疫细胞浸润,和免疫检查点。本研究进一步进行了药物敏感性分析,并构建了CCNB2的预后列线图。
    在BRCA中鉴定出3619个差异表达基因,包括作为网络中关键基因出现的CCNB2。CCNB2高表达与不良预后相关。功能分析显示CCNB2共表达基因与细胞周期的富集,癌症进展,细胞能量,和免疫途径。微卫星不稳定性和肿瘤突变负荷分析表明CCNB2是候选免疫疗法靶标。肿瘤浸润髓源性抑制细胞,调节性T细胞,T辅助细胞2与CCNB2相关的肿瘤进展和转移有关。CCNB2表达与免疫检查点呈正相关,表明CCNB2高表达可能促进肿瘤免疫逃逸。具有高CCNB2表达的肿瘤显示对磷酸肌醇3-激酶-蛋白激酶B-雷帕霉素和细胞周期蛋白依赖性激酶(CDK)4/6抑制剂的哺乳动物靶蛋白的敏感性。列线图对BRCA患者具有良好的预后预测能力。
    CCNB2可能在肿瘤发生中起关键作用,并作为与肿瘤微环境相关的独立预后生物标志物,BRCA中的肿瘤免疫浸润和免疫治疗。
    UNASSIGNED: Cyclin B2 (CCNB2) is associated with cell cycle progression, acting as a cell cycle checkpoint in progression of G2/M transition. In many cancer patients, it has been observed that overexpression of CCNB2 enhances tumor invasiveness and leads to adverse prognosis. However, the association of CCNB2 with the tumor microenvironment remains unclear. Therefore, it is necessary to clarify the associations of CCNB2 with the immune status and prognosis of breast carcinoma (BRCA).
    UNASSIGNED: Gene expression and clinical data for BRCA were obtained from The Cancer Genome Atlas and Gene Expression Omnibus databases, followed by association analyses of CCNB2 expression with prognosis, immune cell infiltration, and immune checkpoints. This study further performed drug sensitivity analysis and constructed a prognostic nomogram for CCNB2.
    UNASSIGNED: 3619 differentially expressed genes were identified in BRCA, including CCNB2 that emerged as a key gene in the network. High CCNB2 expression correlated with poor prognosis. Functional analysis demonstrated enrichment of CCNB2 co-expressed genes with the cell cycle, cancer progression, cell energy, and immune pathways. Microsatellite instability and tumor mutation burden analyses indicated CCNB2 as a candidate immunotherapy target. Tumor-infiltrating myeloid-derived suppressor cells, regulatory T cells, and T helper 2 cells were associated with CCNB2-related tumor progression and metastasis. CCNB2 expression positively correlated with immune checkpoints, indicating that high CCNB2 expression might facilitate tumor immune escape. Tumors with high CCNB2 expression showed sensitivity to phosphoinositide 3-kinase-protein kinase B-mammalian target of rapamycin and cyclin-dependent kinase (CDK) 4/6 inhibitors, and the nomogram had good prognostic predictive ability for patients with BRCA.
    UNASSIGNED: CCNB2 may play a crucial role in tumorigenesis and serve as an independent prognostic biomarker associated with tumor microenvironment, tumor immune infiltration and immunotherapy in BRCA.
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  • 文章类型: Journal Article
    骨肉瘤是影响儿童和年轻人的原发性恶性骨肿瘤。了解骨肉瘤的分子机制对于开发有效的治疗方法至关重要。本研究旨在鉴定骨肉瘤的核心基因并探讨细胞间通讯在骨肉瘤中的作用。我们使用GSE87437和GSE152048数据集进行加权相关网络分析(WGCNA)并鉴定共表达模块。分析了钢蓝模块中基因的富集生物过程和细胞成分。接下来,我们探索了表达,诊断价值,相关性,与CCSER1和LOC101929154的免疫浸润有关。最后,我们利用edCIBERSORT算法预测骨肉瘤组织中浸润的免疫细胞。我们的结果确定了44个共表达模块,钢蓝模块主要与轴突发育有关,轴突发生,和神经支配。CCSER1和LOC101929154在骨肉瘤组织中明显上调,对术前化疗反应较差。此外,CCSER1和LOC101929154的表达呈正相关。CCSER1和LOC101929154的受试者工作特征曲线下面积分别为0.800和0.773。CCSER1的表达与滤泡辅助性T细胞呈负相关,与M0巨噬细胞呈正相关。而LOC101929154与激活的肥大细胞呈负相关。此外,在化疗反应良好的患者中,CD4记忆激活的T细胞水平较低。我们的研究确定了核心基因CCSER1和LOC101929154,并提供了对骨肉瘤细胞间通讯谱的见解。我们的结果表明,靶向CCSER1,LOC101929154和CD4记忆激活的T细胞可能是治疗骨肉瘤的有希望的策略。
    Osteosarcoma is a primary malignant bone tumor that affects children and young adults. Understanding the molecular mechanisms underlying osteosarcoma is critical to develop effective treatments. This study aimed to identify core genes and explore the role of intercellular communication in osteosarcoma. We used GSE87437 and GSE152048 dataset to conduct a weighted correlation network analysis (WGCNA) and identify co-expression modules. The enriched biological processes and cellular components of the genes in the steelblue module were analyzed. Next, we explored the expression, diagnostic value, correlation, and association with immune infiltrate of CCSER1 and LOC101929154. Finally, we utilized CIBERSORT algorithm to predict the infiltrated immune cells in osteosarcoma tissues. Our results identified 44 co-expression modules, and the steelblue module was mainly associated with axon development, axonogenesis, and innervation. CCSER1 and LOC101929154 were significantly upregulated in osteosarcoma tissues with poor response to preoperative chemotherapy. Moreover, the expressions of CCSER1 and LOC101929154 were positively correlated. The area under the receiver operating characteristic curve of CCSER1 and LOC101929154 was 0.800 and 0.773, respectively. The expression of CCSER1 was negatively correlated with follicular helper T cells and positively correlated with M0 macrophages, while LOC101929154 was negatively correlated with activated mast cells. Besides, CD4 memory-activated T cells were observed at lower levels in patients who responded well to chemotherapy. Our study identified core genes CCSER1 and LOC101929154 and provided insight into the intercellular communication profile in osteosarcoma. Our results suggested that targeting CCSER1, LOC101929154, and CD4 memory-activated T cells may be a promising strategy for the treatment of osteosarcoma.
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  • 文章类型: Journal Article
    目的:为了揭示结直肠癌(CRC)发展的潜在机制,我们应用生物信息学分析来鉴定关键基因,并通过实验验证了它们在CRC发生和进展中的可能作用.
    方法:我们对差异表达基因(DEGs)进行了基因本体论(GO)和京都基因和基因组百科全书(KEGG)途径分析,构建了一个蛋白质-蛋白质相互作用(PPI)网络来寻找前10个枢纽基因,并分析其在结肠腺癌(COAD)和直肠腺癌(READ)中的表达。我们还研究了这些基因与免疫细胞浸润和预后之间的相关性,并使用qRT-PCR和Western印迹验证了SLC9A2在CRC组织和细胞系中的表达。在体外进行功能实验以研究SLC9A2对肿瘤生长和转移的影响。
    结果:我们发现了130个DEG,在CRC中45个上调和85个下调。GO分析表明,这些DEGs主要富含与细胞pH调节相关的功能,酶原颗粒,和跨膜转运蛋白活性。KEGG通路分析显示DEGs在胰腺分泌中起关键作用,类风湿性关节炎,和IL-17信号通路。我们鉴定了10个hub基因:CXCL1、SLC26A3、CXCL2、MMP7、MMP1、SLC9A2、SLC4A4、CLCA1、CLCA4和ZG16。GO富集分析表明,这些hub基因主要参与转录的正调控。基因表达分析显示CXCL1、CXCL2、MMP1和MMP7在CRC中高表达,而CLCA1、CLCA4、SLC4A4、SLC9A2、SLC26A3和ZG16的表达水平较低。生存分析显示5个关键基因与CRC的预后显著相关。在CRC组织和细胞系中,SLC9A2的mRNA和蛋白质表达水平均显着降低。重要的是,SLC9A2在SW480细胞中的过表达导致细胞增殖的显著抑制,迁移,和入侵。蛋白质印迹分析显示磷酸化ERK(p-ERK)和磷酸化JNK(p-JNK)蛋白的表达水平显著升高,而SLC9A2过表达后,ERK和JNK的表达水平没有显着变化。相关分析表明SLC9A2表达与MAPK信号通路之间存在潜在联系。
    结论:我们的研究表明,SLC9A2通过MAPK通路作为肿瘤抑制因子,可能成为CRC诊断和治疗的潜在靶点。
    OBJECTIVE: To uncover the mechanisms underlying the development of colorectal cancer (CRC), we applied bioinformatic analyses to identify key genes and experimentally validated their possible roles in CRC onset and progression.
    METHODS: We performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis on differentially expressed genes (DEGs), constructed a protein-protein interaction (PPI) network to find the top 10 hub genes, and analyzed their expression in colon adenocarcinoma (COAD) and rectum adenocarcinoma (READ). We also studied the correlation between these genes and immune cell infiltration and prognosis and validated the expression of SLC9A2 in CRC tissues and cell lines using qRT-PCR and Western blotting. Functional experiments were conducted in vitro to investigate the effects of SLC9A2 on tumor growth and metastasis.
    RESULTS: We found 130 DEGs, with 45 up-regulated and 85 down-regulated in CRC. GO analysis indicated that these DEGs were primarily enriched in functions related to the regulation of cellular pH, zymogen granules, and transmembrane transporter activity. KEGG pathway analysis revealed that the DEGs played pivotal roles in pancreatic secretion, rheumatoid arthritis, and the IL-17 signaling pathway. We identified 10 hub genes: CXCL1, SLC26A3, CXCL2, MMP7, MMP1, SLC9A2, SLC4A4, CLCA1, CLCA4, and ZG16. GO enrichment analysis showed that these hub genes were predominantly involved in the positive regulation of transcription. Gene expression analysis revealed that CXCL1, CXCL2, MMP1, and MMP7 were highly expressed in CRC, whereas CLCA1, CLCA4, SLC4A4, SLC9A2, SLC26A3, and ZG16 were expressed at lower levels. Survival analysis revealed that 5 key genes were significantly associated with the prognosis of CRC. Both mRNA and protein expression levels of SLC9A2 were markedly reduced in CRC tissues and cell lines. Importantly, SLC9A2 overexpression in SW480 cells led to a notable inhibition of cell proliferation, migration, and invasion. Western blotting analysis revealed that the expression levels of phosphorylated ERK (p-ERK) and phosphorylated JNK (p-JNK) proteins were significantly increased, whereas there were no significant changes in the expression levels of ERK and JNK following SLC9A2 overexpression. Correlation analysis indicated a potential link between SLC9A2 expression and the MAPK signaling pathway.
    CONCLUSIONS: Our study suggests that SLC9A2 acts as a tumor suppressor through the MAPK pathway and could be a potential target for CRC diagnosis and therapy.
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