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全外显子组测序揭示小细胞肺癌不同耐药模式下的特定遗传变异差异

英文原题:Whole-Exome Sequencing Uncovers Specific Genetic Variation Difference Based on Different Modes of Drug Resistance in Small Cell Lung Cancer.

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Whole-Exome Sequencing Uncovers Specific Genetic Variation Difference Based on Different Modes of Drug Resistance in Small Cell Lung Cancer.

PubMed 2022/06/30(内容时间) Front Oncol Q2 · IF 3.4(JCR 2025)

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中文摘要

小细胞肺癌(SCLC)生存率低主要与以下情况有关:SCLC患者起初对一线化疗往往反应良好,但随后大多数患者因对进一步治疗产生耐药而迅速复发。

在本研究中,我们尝试基于迄今最大样本量的全外显子测序数据进行分析,开发一个分类器来预测患者是化疗难治性还是化疗敏感性,并阐明影响患者预后的复发风险。

我们展示了化疗难治性和化疗敏感性SCLC患者之间在体细胞突变特征、体细胞突变基因和不同基因组不稳定性方面的不同特征。化疗敏感组中的扩增突变抑制了细胞周期过程、转录因子结合和B细胞分化的调控。缺失突变分析还提示,检测染色体水平变异可能影响我们的治疗决策。较高的PD-L1表达(基于TPS方法)主要存在于化疗敏感患者中(p = 0.026),而两组之间PD-L1表达(基于CPS方法)和CD8 + TILs无差异。根据logistic回归确定的模型,每个样本被赋予一个预测概率值(PV)。样本被分为高风险组(>0.55)和低风险组(≤0.55),生存分析显示两组之间存在明显差异。

本研究为将这些知识转化为实践提供了参考依据,例如制定个体化治疗方案,这可能使中国SCLC患者获益。

展开英文摘要原文

The poor survival rate of small cell lung cancer (SCLC) is mainly related to the condition that patients with SCLC often have good responses to first-line chemotherapy initially, but later on, most of these patients relapse rapidly due to resistance to further treatment. In this study, we attempted to analyze whole-exome sequencing data based on the largest sample size to date, to develop a classifier to predict whether a patient will be chemorefractory or chemosensitive and to explicate the risk of recurrence that affects the prognosis of patients.

We showed the different characteristics of somatic mutational signatures, somatic mutation genes, and distinct genome instability between chemorefractory and chemosensitive SCLC patients. Amplified mutations in the chemosensitive group inhibited the regulation of the cell cycle process, transcription factor binding, and B-cell differentiation. Analysis of deletion mutation also suggested that detection of the chromosomal-level variation might influence our treatment decisions.

Higher PD-L1 expressions (based on TPS methods) were mostly present among chemosensitive patients ( p = 0. 026), while there were no differences in PD-L1 expressions (based on CPS methods) and CD8 + TILs between the two groups. According to the model determined by logistic regression, each sample was endowed with a predictive probability value (PV). The samples were divided into a high-risk group (>0. 55) and a low-risk group (≤0. 55), and the survival analysis showed obvious differences between the two groups.

This study provides a reference basis to translate this knowledge into practice, such as formulating personalized treatment plans, which may benefit Chinese patients with SCLC.

论文信息

作者
Tang N、Li Z、Han X、Zhao C、Guo J、Wang H
单位
Department of Internal Medicine-Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China.China
期刊
Frontiers in oncology2022
原文标识
PubMed 35847960 · DOI 10.3389/fonc.2022.891938