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A TP53-associated gene signature for prediction of prognosis and therapeutic responses in lung squamous cell carcinoma

机译:TP53相关基因签名可预测肺鳞癌的预后和治疗反应

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摘要

The tumor-suppressor gene tumor protein p53 ( ) is one of the most commonly mutated genes in human lung cancer, and mutations are associated with a worsened prognosis and causes resistance to cancer therapy. RNA sequencing and mutation data were downloaded to determine specific -associated signature based on differentially expressed genes between patients with lung squamous cell carcinoma (LUSC) with wild type ( ) and mutated ( ) . We investigated the predictive value of this signature on the immune microenvironment, tumor mutational burden (TMB), and likelihood of response to immunotherapy and chemotherapy. In total, 1,556 differentially expressed genes were identified based on mutation status. Three genes (KLK6, MUC22 and CSN1S1) identified by univariate and multivariate Cox regression analyses, comprised the prognostic signature which was an independent and specific prognostic marker of overall survival in patients with LUSC. A nomogram was also established to validate this signature for clinical use. Moreover, the high-risk group was characterized by increased infiltration of monocytes and macrophages M1, and decreased T cells CD8 and T cells follicular helper. High-risk group exhibited a higher TMB, and was much more sensitive to immunotherapy and chemotherapy. KLK6 and CSN1S1 expression and the prognostic prediction values were further validated in clinical samples. The derived -associated signature is a specific and independent prognostic biomarker for LUSC patients, and could provide potential prognostic biomarker or therapeutic targets for the development of novel immunotherapies and chemotherapies.
机译:肿瘤抑制基因肿瘤蛋白p53()是人类肺癌中最常见的突变基因之一,这种突变与预后恶化有关,并导致对癌症治疗的抵抗力。下载了RNA测序和突变数据,以基于野生型()和突变()的肺鳞状细胞癌(LUSC)患者之间差异表达的基因确定特异性相关的特征。我们调查了该签名对免疫微环境,肿瘤突变负担(TMB)以及对免疫疗法和化学疗法反应的可能性的预测价值。总共根据突变状态鉴定了1,556个差异表达基因。通过单因素和多因素Cox回归分析确定的三个基因(KLK6,MUC22和CSN1S1)包括预后标志,这是LUSC患者总体生存的独立且特定的预后标志。还建立了列线图以验证该签名以用于临床。此外,高危组的特征是单核细胞和巨噬细胞M1的浸润增加,T细胞CD8和T细胞滤泡辅助物减少。高危人群表现出较高的TMB,并且对免疫疗法和化学疗法更为敏感。在临床样本中进一步验证了KLK6和CSN1S1的表达以及预后预测值。衍生相关标记是LUSC患者的一种特定且独立的预后生物标志物,可为开发新型免疫疗法和化学疗法提供潜在的预后生物标志物或治疗靶标。

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