Systematic multiomics analysis and in vitro experiments suggest that ITGA5 could serve as a promising therapeutic target for ccRCC.

IF 5.3 2区 医学 Q1 ONCOLOGY
Xiangxian Che, Xi Tian, Zhenda Wang, Shuxuan Zhu, Shiqi Ye, Yue Wang, Yihan Chen, Yiyun Huang, Aihetaimujiang Anwaier, Peifeng Yao, Yijia Chen, Keting Wu, Yifei Liu, Wenhao Xu, Hailiang Zhang, Dingwei Ye
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引用次数: 0

Abstract

Background: Integrin alpha 5 (ITGA5) was previously confirmed to be related to prognosis in several cancer types; however, its function in clear cell renal cell carcinoma (ccRCC) and how this molecule regulates tumor progression and the tumor microenvironment (TME) remain to be elucidated.

Methods: We investigated the prognostic implications of ITGA5 with a machine learning model and evaluated biological behaviors of different levels of ITGA5 expression in vitro. Bioinformatic analysis was performed to explain the comprehensive effect of ITGA5 on the TME and drug sensitivity.

Results: We constructed a machine learning model to elaborate the prognostic implication of ITGA5. As tumorigenesis of ccRCC was tightly relevant with several mutant genes, we investigated the correlation between ITGA5 expression and frequent mutations and found ITGA5 upregulation in VHL mutant ccRCC (P = 0.016). Through overexpressing, silencing, and blocking ITGA5, we verified the role of ITGA5 in promoting ccRCC adverse biological activities; and the potential functions of ITGA5 in ccRCC were bioinformatically demonstrated, summarizing as cell proliferation, migration, and angiogenesis. The localization of ITGA5 primarily in endothelia and macrophages further verified its magnitude in angiogenesis and aroused our excavation in ITGA5 regulation of immune infiltration landscape. Generally, ITGA5-high ccRCC presented an immunosuppressive TME by inducing a lower level of CD8 + T cell infiltration. For the last part we predicted drug sensitivity relevant to ITGA5 and concluded that a joint medication of ITGA5 inhibitors and VEGFR-target drugs (including sunitinib, axitinib, pazopanib, and motesanib) might be a promising therapeutic strategy.

Conclusion: Our findings clarified the adverse outcome induced by high expression of ITGA5 in ccRCC patients. In vitro experiments and bioinformatical analysis identified ITGA5 function as predominantly cell proliferation, migration, angiogenesis, and macrophage recruitment. Further, we predicted immune infiltration and medication sensitivity regulation by ITGA5 and proposed a joint use of ITGA5 inhibitors and anti-angiogenetic drugs as a potential potent therapeutic strategy.

系统的多组学分析和体外实验表明,ITGA5 可作为治疗 ccRCC 的一个有前途的靶点。
背景:然而,它在透明细胞肾细胞癌(ccRCC)中的功能以及该分子如何调控肿瘤进展和肿瘤微环境(TME)仍有待阐明:我们利用机器学习模型研究了ITGA5对预后的影响,并在体外评估了ITGA5不同表达水平的生物学行为。我们进行了生物信息学分析,以解释ITGA5对TME和药物敏感性的综合影响:我们构建了一个机器学习模型来阐述 ITGA5 的预后意义。由于ccRCC的肿瘤发生与多个突变基因密切相关,我们研究了ITGA5表达与频繁突变之间的相关性,发现ITGA5在VHL突变的ccRCC中上调(P = 0.016)。通过过表达、沉默和阻断ITGA5,我们验证了ITGA5在促进ccRCC不良生物学活性中的作用,并通过生物信息学方法证明了ITGA5在ccRCC中的潜在功能,概括为细胞增殖、迁移和血管生成。ITGA5 主要定位于内皮细胞和巨噬细胞,这进一步证实了其在血管生成中的重要作用,同时也引起了我们对 ITGA5 调控免疫浸润景观的探索。一般来说,ITGA5高的ccRCC通过诱导较低水平的CD8 + T细胞浸润而呈现出免疫抑制的TME。最后,我们预测了与ITGA5相关的药物敏感性,并得出结论:ITGA5抑制剂和VEGFR靶向药物(包括舒尼替尼、阿西替尼、帕唑帕尼和莫替沙尼)联合用药可能是一种很有前景的治疗策略:我们的研究结果阐明了ITGA5在ccRCC患者中的高表达所诱发的不良后果。体外实验和生物信息学分析确定 ITGA5 的功能主要是细胞增殖、迁移、血管生成和巨噬细胞招募。此外,我们还预测了 ITGA5 对免疫浸润和药物敏感性的调节作用,并建议联合使用 ITGA5 抑制剂和抗血管生成药物作为一种潜在的有效治疗策略。
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来源期刊
CiteScore
10.90
自引率
1.70%
发文量
360
审稿时长
1 months
期刊介绍: Cancer Cell International publishes articles on all aspects of cancer cell biology, originating largely from, but not limited to, work using cell culture techniques. The journal focuses on novel cancer studies reporting data from biological experiments performed on cells grown in vitro, in two- or three-dimensional systems, and/or in vivo (animal experiments). These types of experiments have provided crucial data in many fields, from cell proliferation and transformation, to epithelial-mesenchymal interaction, to apoptosis, and host immune response to tumors. Cancer Cell International also considers articles that focus on novel technologies or novel pathways in molecular analysis and on epidemiological studies that may affect patient care, as well as articles reporting translational cancer research studies where in vitro discoveries are bridged to the clinic. As such, the journal is interested in laboratory and animal studies reporting on novel biomarkers of tumor progression and response to therapy and on their applicability to human cancers.
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