Exploiting potential molecular compounds for treating testicular seminoma by targeting immune related genes.

IF 8.2 2区 生物学 Q1 CELL BIOLOGY Cell Communication and Signaling Pub Date : 2024-11-21 DOI:10.1186/s12964-024-01927-w
Yankang Cui, Xiaodie Zhou, Jing Zhang, Bo Fang, Jingping Ge, Hao Tang, Bianjiang Liu, Haowei He, Feng Xu, Xuejun Shang
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Abstract

Background: In cases of advanced seminoma, up to 30% of patients may manifest cisplatin resistance, necessitating aggressive salvage therapy, with a consequent 50% risk of mortality attributable to cancer. Nevertheless, beyond chemotherapy and radiotherapy, no further therapeutic modalities have been implemented for these patients.

Methods: The study commenced with the identification of differentially expressed immune-related genes, which were subsequently subjected to clustering using WGCNA. Prognostic signature construction ensued through the execution of univariable Cox regression, lasso regression, and multivariable Cox regression analyses. To validate the prognostic signature, the TCGA-TGCT and GSE99420 cohorts were employed, with assessments conducted via PFS, C-index, DCA, and ROC analyses. Subsequent exploration of the immune landscape and potential immunotherapeutic applications was undertaken through Cibersort and TIDE analyses. Molecular docking and dynamics simulation techniques were then employed for screening potential molecular compounds. Validation of these findings was pursued through in vitro and vivo assays.

Results: CTLA4, SNX17, and TMX1 were selected to construct the signature. Patients in the high-risk group exhibited diminished progression-free survival rates. The AUC for predicting survival at 1, 3, and 5 years was 0.802, 0.899, and 0.943, respectively, surpassing those of other risk factors, such as lymphovascular invasion and T stage. The C-index for the risk score was 0.838. Decision curve analysis (DCA) suggests that incorporating lymphovascular invasion and the risk score yields the most favorable decision-making outcomes for patients. Moreover, individuals classified as high-risk may derive greater benefit from immunotherapy. Molecular compounds including Rutin, ICG-001, and Doxorubicin can selectively target CTLA4, SNX17, and TMX1, respectively, thereby inhibiting the proliferation and invasive capabilities of seminoma tumor cells in vitro and vivo.

Conclusion: The signature initially constructed based on immune-related genes shows promise for predicting outcomes and assessing the efficacy of immunotherapy in seminoma patients. Rutin, ICG-001, and Doxorubicin have demonstrated potential to target these signature genes and inhibit tumor cell viability.

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通过靶向免疫相关基因,开发治疗睾丸精原细胞瘤的潜在分子化合物。
背景:在晚期精原细胞瘤的病例中,多达 30% 的患者可能表现出顺铂耐药,因此必须进行积极的挽救治疗,而由此导致的癌症死亡风险高达 50%。然而,除了化疗和放疗外,目前还没有针对这些患者的进一步治疗方法:研究首先识别了差异表达的免疫相关基因,然后使用 WGCNA 对这些基因进行聚类。随后通过单变量 Cox 回归、lasso 回归和多变量 Cox 回归分析构建预后特征。为了验证预后特征,采用了 TCGA-TGCT 和 GSE99420 队列,通过 PFS、C 指数、DCA 和 ROC 分析进行评估。随后通过 Cibersort 和 TIDE 分析对免疫格局和潜在的免疫治疗应用进行了探索。然后采用分子对接和动力学模拟技术筛选潜在的分子化合物。通过体外和体内试验验证了这些发现:结果:CTLA4、SNX17 和 TMX1 被选中用于构建特征。高风险组患者的无进展生存率降低。预测1年、3年和5年生存率的AUC分别为0.802、0.899和0.943,超过了淋巴管侵犯和T期等其他风险因素。风险评分的C指数为0.838。决策曲线分析(DCA)表明,纳入淋巴管侵犯和风险评分能为患者带来最有利的决策结果。此外,被归类为高风险的患者可能会从免疫疗法中获得更大的益处。包括芦丁、ICG-001 和多柔比星在内的分子化合物可分别选择性地靶向 CTLA4、SNX17 和 TMX1,从而抑制精原细胞瘤细胞在体外和体内的增殖和侵袭能力:结论:根据免疫相关基因初步构建的特征有望预测精原细胞瘤患者的预后并评估免疫疗法的疗效。芦丁、ICG-001 和多柔比星已证明具有靶向这些特征基因和抑制肿瘤细胞活力的潜力。
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CiteScore
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发文量
180
期刊介绍: Cell Communication and Signaling (CCS) is a peer-reviewed, open-access scientific journal that focuses on cellular signaling pathways in both normal and pathological conditions. It publishes original research, reviews, and commentaries, welcoming studies that utilize molecular, morphological, biochemical, structural, and cell biology approaches. CCS also encourages interdisciplinary work and innovative models, including in silico, in vitro, and in vivo approaches, to facilitate investigations of cell signaling pathways, networks, and behavior. Starting from January 2019, CCS is proud to announce its affiliation with the International Cell Death Society. The journal now encourages submissions covering all aspects of cell death, including apoptotic and non-apoptotic mechanisms, cell death in model systems, autophagy, clearance of dying cells, and the immunological and pathological consequences of dying cells in the tissue microenvironment.
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