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Identification ACTA2 and KDR as key proteins for prognosis of PD‐1/PD‐L1 blockade therapy in melanoma

机译:鉴定Acta2和KDR作为Melanoma的PD-1 / PD-L1阻滞治疗预后的关键蛋白

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摘要

Programmed cell death protein 1 (PD‐1) /programmed cell death ligand 1 (PD‐L1) blockade is an important therapeutic strategy for melanoma, despite its low clinical response. It is important to identify genes and pathways that may reflect the clinical outcomes of this therapy in patients. We analyzed clinical dataset {"type":"entrez-geo","attrs":{"text":"GSE96619","term_id":"96619"}}GSE96619, which contains clinical information from five melanoma patients before and after anti‐PD‐1 therapy (five pairs of data). We identified 704 DEGs using these five pairs of data, and then the number of DEGs was narrowed down to 286 in patients who responded to treatment. Next, we performed KEGG pathway enrichment and constructed a DEG‐associated protein‐protein interaction network. Smooth muscle actin 2 (ACTA2) and tyrosine kinase growth factor receptor (KDR) were identified as the hub genes, which were significantly downregulated in the tumor tissue of the two patients who responded to treatment. To confirm our analysis, we demonstrated similar expression tendency to the clinical data for the two hub genes in a B16F10 subcutaneous xenograft model. This study demonstrates that ACTA2 and KDR are valuable responsive markers for PD‐1/PD‐L1 blockade therapy.
机译:由于其临床反应低,所编程的细胞死亡蛋白1(PD-1)/编程细胞死亡配体1(PD-L1)阻断是黑色素瘤的重要治疗策略。重要的是要鉴定可能反映患者此治疗的临床结果的基因和途径。我们分析了临床数据集{“类型”:“itrez-geo”,“attrs”:{“text”:“gse96619”,“term_id”:“96619”}} gse96619,其中包含来自五种黑色素瘤患者的临床信息抗PD-1治疗(五对数据)。我们使用这五对数据识别了704次,然后在应对治疗的患者中缩小到286的DEG的数量。接下来,我们进行了Kegg途径富集并构建了一种脱蛋白蛋白质相互作用网络。将平滑肌肌动蛋白2(Acta2)和酪氨酸激酶生长因子受体(KDR)鉴定为轮毂基因,这在两名患者的肿瘤组织中显着下调,这些患者的治疗。为了确认我们的分析,我们对B16F10皮下异种移植模型中的两个枢纽基因的临床数据表现出类似的表达倾向。该研究表明,acta2和Kdr是PD-1 / PD-L1阻断疗法的有价值的响应标记。

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