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开发一种新型坏死性凋亡相关特征以评估食管癌的预后和治疗特征。

Developing a novel necroptosis-related signature to evaluate the prognostic and therapeutic characteristics of esophageal cancer.

作者信息

Chen Mingzhi, Hua Tianzhen, Yang Lanjie, Li Chunzhen, Xu Shuhua, Zhu Ji, Zhao Tiejun

机构信息

Department of Thoracic and Cardiovascular Surgery, Yixing Hospital Affiliated to Jiangsu University Yixing 214200, Jiangsu, China.

Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital Beijing 100048, China.

出版信息

Am J Transl Res. 2023 Aug 15;15(8):5425-5445. eCollection 2023.

Abstract

BACKGROUND

The prognostic assessment and therapeutic interventions of esophageal cancer (ESCA) require novel molecular targets. The prognostic value of necroptosis, a specific mode of programmed cell death strongly linked to cancer progression, remains largely unexplored in ESCA. The primary goal of this research is to develop a necroptosis-based prognostic signature, which will represent the microenvironmental characteristics and prognosis of individuals diagnosed with ESCA.

METHODS

Transcriptome data of ESCA samples from The Cancer Genome Atlas were utilized to screen for necroptosis-related long non-coding RNAs (NR-lncRNAs) and genes (NRGs). The research employed the least absolute shrinkage and selection operator (LASSO) regression and univariate Cox regression analysis to identify prognostic candidates. Based on these analyses, a signature was developed in the training set and subsequently verified in the testing and entire sets. A clinicopathologic relevance assessment was carried out, after which a nomogram was established. The features of the immune microenvironment, functional pathways, mutational burden, checkpoint expression, and stemness of tumors were analyzed. Moreover, the sensitivity of individuals to immunotherapy and chemotherapy was compared for therapeutic guidance.

RESULTS

A necroptosis-associated signature comprising two genes and eleven lncRNAs was constructed. High-risk patients showed worse prognosis and clinicopathologic features, with more tumor-infiltrating naïve B cells, CD4 memory resting T cells, and regulatory T cells. Furthermore, stromal and ESTIMATE scores were decreased along with increased stemness scores and tumor mutational burden in high-risk individuals. For the quantitative prediction of the outcomes of individuals, a nomogram was established. High-risk individuals showed greater sensitivity to immunotherapy while low-risk individuals benefited more from conventional chemotherapeutic or targeted therapy.

CONCLUSION

A necroptosis-related prognostic signature was developed to study the tumor microenvironment, mutational burden, clinical features, and the treatment response of ESCA patients. This may contribute to precision medicine for ESCA.

摘要

背景

食管癌(ESCA)的预后评估和治疗干预需要新的分子靶点。坏死性凋亡是一种与癌症进展密切相关的程序性细胞死亡的特定模式,其在ESCA中的预后价值在很大程度上仍未得到探索。本研究的主要目标是开发一种基于坏死性凋亡的预后特征,该特征将代表被诊断为ESCA的个体的微环境特征和预后。

方法

利用来自癌症基因组图谱的ESCA样本的转录组数据筛选与坏死性凋亡相关的长链非编码RNA(NR-lncRNAs)和基因(NRGs)。该研究采用最小绝对收缩和选择算子(LASSO)回归和单变量Cox回归分析来识别预后候选者。基于这些分析,在训练集中开发了一个特征,随后在测试集和全集中进行验证。进行了临床病理相关性评估,之后建立了列线图。分析了肿瘤的免疫微环境特征、功能通路、突变负担、检查点表达和干性。此外,比较了个体对免疫治疗和化疗的敏感性以指导治疗。

结果

构建了一个由两个基因和11个lncRNAs组成的与坏死性凋亡相关的特征。高危患者显示出更差的预后和临床病理特征,有更多的肿瘤浸润幼稚B细胞、CD4记忆静止T细胞和调节性T细胞。此外,高危个体的基质和ESTIMATE评分降低,同时干性评分和肿瘤突变负担增加。为了对个体的预后进行定量预测,建立了列线图。高危个体对免疫治疗表现出更高的敏感性,而低危个体从传统化疗或靶向治疗中获益更多。

结论

开发了一种与坏死性凋亡相关的预后特征,以研究ESCA患者的肿瘤微环境、突变负担、临床特征和治疗反应。这可能有助于ESCA的精准医学。

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