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昼夜节律相关基因指数:预测头颈部鳞状细胞癌的预后、免疫治疗疗效和化疗敏感性的指标。

Circadian rhythm-related genes index: A predictor for HNSCC prognosis, immunotherapy efficacy, and chemosensitivity.

机构信息

Clinical Medical College, Southwest Medical University, Luzhou, China.

School of Stomatology, Southwest Medical University, Luzhou, China.

出版信息

Front Immunol. 2023 Mar 10;14:1091218. doi: 10.3389/fimmu.2023.1091218. eCollection 2023.

Abstract

BACKGROUND

Head and neck squamous cell carcinoma (HNSCC) is the most common head and neck cancer and is highly aggressive and heterogeneous, leading to variable prognosis and immunotherapy outcomes. Circadian rhythm alterations in tumourigenesis are of equal importance to genetic factors and several biologic clock genes are considered to be prognostic biomarkers for various cancers. The aim of this study was to establish reliable markers based on biologic clock genes, thus providing a new perspective for assessing immunotherapy response and prognosis in patients with HNSCC.

METHODS

We used 502 HNSCC samples and 44 normal samples from the TCGA-HNSCC dataset as the training set. 97 samples from GSE41613 were used as an external validation set. Prognostic characteristics of circadian rhythm-related genes (CRRGs) were established by Lasso, random forest and stepwise multifactorial Cox. Multivariate analysis revealed that CRRGs characteristics were independent predictors of HNSCC, with patients in the high-risk group having a worse prognosis than those in the low-risk group. The relevance of CRRGs to the immune microenvironment and immunotherapy was assessed by an integrated algorithm.

RESULTS

6-CRRGs were considered to be strongly associated with HNSCC prognosis and a good predictor of HNSCC. The riskscore established by the 6-CRRG was found to be an independent prognostic factor for HNSCC in multifactorial analysis, with patients in the low-risk group having a higher overall survival (OS) than the high-risk group. Nomogram prediction maps constructed from clinical characteristics and riskscore had good prognostic power. Patients in the low-risk group had higher levels of immune infiltration and immune checkpoint expression and were more likely to benefit from immunotherapy.

CONCLUSION

6-CRRGs play a key predictive role for the prognosis of HNSCC patients and can guide physicians in selecting potential responders to prioritise immunotherapy, which could facilitate further research in precision immuno-oncology.

摘要

背景

头颈部鳞状细胞癌(HNSCC)是最常见的头颈部癌症,具有高度侵袭性和异质性,导致预后和免疫治疗结果各不相同。肿瘤发生中的昼夜节律改变与遗传因素同样重要,几种生物钟基因被认为是各种癌症的预后生物标志物。本研究旨在基于生物钟基因建立可靠的标志物,从而为评估 HNSCC 患者的免疫治疗反应和预后提供新视角。

方法

我们使用 TCGA-HNSCC 数据集的 502 个 HNSCC 样本和 44 个正常样本作为训练集。使用 GSE41613 中的 97 个样本作为外部验证集。通过 Lasso、随机森林和逐步多因素 Cox 建立与昼夜节律相关基因(CRRGs)相关的预后特征。多变量分析显示,CRRGs 特征是 HNSCC 的独立预测因子,高风险组患者的预后比低风险组患者差。通过综合算法评估 CRRGs 与免疫微环境和免疫治疗的相关性。

结果

6 个 CRRGs 被认为与 HNSCC 预后密切相关,是 HNSCC 的良好预测因子。通过 6 个 CRRGs 建立的风险评分被发现是多因素分析中 HNSCC 的独立预后因素,低风险组患者的总生存期(OS)高于高风险组。从临床特征和风险评分构建的列线图预测图具有良好的预后能力。低风险组患者的免疫浸润和免疫检查点表达水平更高,更有可能从免疫治疗中获益。

结论

6 个 CRRGs 对头颈部鳞状细胞癌患者的预后具有关键的预测作用,并可以指导医生选择潜在的免疫治疗反应者,从而为精准免疫肿瘤学的进一步研究提供便利。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/97cd/10036372/1d5aef81dd84/fimmu-14-1091218-g001.jpg

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