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肝癌中 RNA N6-甲基腺苷模式揭示了独特的免疫浸润景观和临床意义。

RNA N6-Methyladenosine Patterns in Hepatocellular Carcinoma Reveal a Distinct Immune Infiltration Landscape and Clinical Significance.

机构信息

Department of Geriatrics, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland).

First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China (mainland).

出版信息

Med Sci Monit. 2021 Oct 25;27:e930994. doi: 10.12659/MSM.930994.

Abstract

BACKGROUND RNA N6-methyladenosine (m6A) methylation, the most abundant and prominent form of epigenetic modification, is involved in hepatocellular carcinoma (HCC) initiation and progression. However, the role of m6A methylation in HCC tumor microenvironment (TME) formation is unexplored. This study aimed to reveal the TME features of HCC patients with distinct m⁶A expression patterns and establish a prognostic model based on m⁶A signatures for HCC cohorts. MATERIAL AND METHODS We classified the m⁶A methylation patterns in 365 HCC samples based on 21 m6A modulators using a consensus clustering algorithm. Single-sample gene set enrichment analysis algorithm was used to quantify the abundance of immune cell infiltration. Gene set variation analysis revealed the biological characteristics between the m⁶A modification patterns. The m6A-based prognostic model was constructed using a training set with least absolute shrinkage and selection operator regression and validated in internal and external datasets. RESULTS Two distinct m⁶A modification patterns exhibiting different TME immune-infiltrating characteristics, heterogeneity, and prognostic variations were identified in the HCC cohort. After depicting the immune landscape of TME in HCC, we found patients with high LRPPRC m⁶A modulator expression had depletion of T cells, cytotoxic cells, dendritic cells, and cytolytic activity response. A high m⁶A score, characterized by suppression of immunity, indicated an immune-excluded TME phenotype, with poor survival. A nomogram was developed to facilitate HCC clinical decision making. CONCLUSIONS Our results highlight the nonnegligible role of m6A methylation in TME formation and reveal a potential clinical application of the m⁶A-associated prognostic model for patients with HCC.

摘要

背景

RNA N6-甲基腺苷(m6A)甲基化是最丰富和最突出的表观遗传修饰形式,参与肝癌(HCC)的发生和发展。然而,m6A 甲基化在 HCC 肿瘤微环境(TME)形成中的作用尚未被探索。本研究旨在揭示具有不同 m⁶A 表达模式的 HCC 患者的 TME 特征,并基于 m⁶A 特征为 HCC 队列建立一个预后模型。

材料和方法

我们使用共识聚类算法,根据 21 种 m6A 调节剂将 365 个 HCC 样本的 m⁶A 甲基化模式进行分类。单样本基因集富集分析算法用于量化免疫细胞浸润的丰度。基因集变异分析揭示了 m⁶A 修饰模式之间的生物学特征。使用最小绝对值收缩和选择算子回归的训练集构建基于 m6A 的预后模型,并在内部和外部数据集进行验证。

结果

在 HCC 队列中,确定了两种具有不同 TME 免疫浸润特征、异质性和预后变化的独特 m⁶A 修饰模式。在描绘 HCC 中 TME 的免疫景观后,我们发现具有高 LRPPRC m⁶A 调节剂表达的患者 T 细胞、细胞毒性细胞、树突状细胞和细胞毒性活性反应减少。高 m⁶A 评分,表现为免疫抑制,表明存在免疫排斥的 TME 表型,生存不良。开发了一个列线图来促进 HCC 的临床决策。

结论

我们的研究结果强调了 m6A 甲基化在 TME 形成中的不可忽视的作用,并揭示了 m⁶A 相关预后模型在 HCC 患者中的潜在临床应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4024/8555444/0e6e9ac6579d/medscimonit-27-e930994-g001.jpg

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