Institute of Translational Medicine, Medical College, Yangzhou University, Yangzhou, 225001, P.R. China.
Jiangsu Key Laboratory of Experimental & Translational Non-coding RNA Research, Yangzhou, 225001, P.R. China.
BMC Cancer. 2023 Jun 6;23(1):514. doi: 10.1186/s12885-023-10905-3.
The association involving mismatch repair (MMR) genes, molecular subtype and specific immune cell group in tumor microenvironment has been focused by more recent studies. Its prognosis value in lung adenocarcinoma (LUAD) neoadjuvant chemotherapy remains elusive.
The correlation between the MMR gene patterns and the immune landscape were comprehensively evaluated. The MMRScore was calculated using principal component analysis (PCA) after grouping using R/mclust package. The prognostic significance of the MMRScore was evaluated by Kaplan-merrier analysis. Then a cohort of 103 Chinese LUAD patients was collected for neoadjuvant chemotherapy prognosis evaluation and validation using MMRScore.
Four MMRclusters (mc1, 2, 3, 4)-characterized by differences in extent of aneuploidy, expression of immunomodulatory (IM) genes, mRNA expression, lncRNA expression and prognosis were identified. We established MMRscore to quantify the MMR pattern of individual LUAD patients. As is shown in further analyses, the MMRscore was a potential independent prognostic factor of LUAD. Finally, the prognostic value of the MMRscore and its association with tumor immune microenvironment (TIME) of LUAD were verified in Chinese LUAD cohort.
We demonstrated the correlation between MMR gene pattern, the CNV and tumor immune landscape in LUAD. A MMRcluster mc2 with high MMRscore, high TMB and high CNV subtype was identified with poor prognosis and infiltrating immunocyte. The comprehensive evaluation of MMR patterns in individual LUAD patients enhances the understanding of TIME and gives a new insight toward improved immune treatment strategies for LUAD patients compared to neoadjuvant chemotherapy.
最近的研究集中在错配修复(MMR)基因、分子亚型和肿瘤微环境中特定免疫细胞群之间的关联。其在肺腺癌(LUAD)新辅助化疗中的预后价值仍不清楚。
全面评估 MMR 基因模式与免疫景观之间的相关性。使用 R/mclust 包进行分组后,通过主成分分析(PCA)计算 MMRScore。通过 Kaplan-merrier 分析评估 MMRScore 的预后意义。然后收集了 103 例中国 LUAD 患者的队列,用于使用 MMRScore 进行新辅助化疗预后评估和验证。
确定了四个 MMRclusters(mc1、2、3、4)-以非整倍体程度、免疫调节(IM)基因表达、mRNA 表达、lncRNA 表达和预后的差异为特征。我们建立了 MMRscore 来量化个体 LUAD 患者的 MMR 模式。进一步分析表明,MMRscore 是 LUAD 的一个潜在独立预后因素。最后,在中国 LUAD 队列中验证了 MMRscore 的预后价值及其与 LUAD 肿瘤免疫微环境(TIME)的关系。
我们证明了 MMR 基因模式、CNV 和 LUAD 肿瘤免疫景观之间的相关性。确定了一个 MMRcluster mc2,其 MMRscore 高、TMB 高、CNV 亚型高,预后差,浸润免疫细胞多。对个体 LUAD 患者 MMR 模式的综合评估增强了对 TIME 的理解,并为 LUAD 患者的免疫治疗策略提供了新的见解,与新辅助化疗相比。