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转录组学和突变分析揭示中国胸腺上皮肿瘤患者的不同分子特征

Transcriptomic and Mutational Analysis Discovering Distinct Molecular Characteristics Among Chinese Thymic Epithelial Tumor Patients.

作者信息

Liang Naixin, Liu Lei, Huang Cheng, Liu Hongsheng, Guo Chao, Li Ji, Wang Weiwei, Li Nan, Lin Rui, Wang Tao, Ding Lieming, Mao Li, Li Shanqing

机构信息

Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China.

Department of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China.

出版信息

Front Oncol. 2021 Sep 8;11:647512. doi: 10.3389/fonc.2021.647512. eCollection 2021.

Abstract

INTRODUCTION

Thymic epithelial tumors (TETs) are malignancies arising from the epithelium of the thymic gland, rare but with relatively favorable prognosis. TETs have different pathological subtypes: thymomas and thymic carcinoma, and they show different clinical characteristics regarding prognosis, pathology, and molecular profiles, etc. Although some studies have investigated the pathogenesis of TETs, more molecular data is still needed to further understand the underlying mechanisms among different TETs subtypes and populations.

METHODS

In this study, we performed targeted gene panel sequencing and whole transcriptome sequencing on the tumor tissues from 27 Chinese TET patients, including 24 thymomas (A, AB, and B subtypes) and 3 thymic squamous cell carcinomas. We analyzed the genetic variations and differentially expressed genes among multiple TET subtypes. Moreover, we compared our data with the published The Cancer Genome Atlas (TCGA) TET data on both the genetic and transcriptomic levels.

RESULTS

Compared with the TCGA TET genomic data, we found that and were the most frequently mutated genes (each with a frequency of 11%, 3/27). These mutations were not mutually exclusive, since one B1 thymoma showed mutations of both genes. The mutation was mainly enriched in subtype A and AB thymomas, consistent with the previous reports. RNA-seq results unveiled that the genes related to thymus development (, and ) were highly expressed in certain TET subtypes, implicating that the developmental process of thymus might be linked to the tumorigenesis of these subtypes. We found high expression of (PD-L1) in B2 and B3 thymoma samples, and validated its expression using immunohistochemistry (IHC). Based on the expression profiles, we further established a machine learning model to predict the myasthenia gravis status of TET patients and achieved 90% sensitivity and 70.6% specificity in the testing cohort.

CONCLUSION

This study provides the first genomic and transcriptomic analysis of a Chinese TET cohort. The high expression of genes involved in thymus developmental processes suggests the potential association between tumorigenesis of TETs and dysregulation of developmental pathways. The high expression of PD-L1 in B2 and B3 thymomas support the potential application of immunotherapy on certain thymoma subtypes.

摘要

引言

胸腺上皮肿瘤(TETs)是起源于胸腺上皮的恶性肿瘤,虽罕见但预后相对良好。TETs有不同的病理亚型:胸腺瘤和胸腺癌,它们在预后、病理及分子特征等方面表现出不同的临床特点。尽管一些研究已对TETs的发病机制进行了探究,但仍需要更多分子数据以进一步了解不同TETs亚型及人群中的潜在机制。

方法

在本研究中,我们对27例中国TET患者的肿瘤组织进行了靶向基因panel测序和全转录组测序,其中包括24例胸腺瘤(A、AB和B亚型)和3例胸腺鳞状细胞癌。我们分析了多种TET亚型之间的基因变异和差异表达基因。此外,我们在基因和转录组水平上,将我们的数据与已发表的癌症基因组图谱(TCGA)TET数据进行了比较。

结果

与TCGA TET基因组数据相比,我们发现 和 是最常发生突变的基因(各有11%的频率,3/27)。这些突变并非相互排斥,因为1例B1胸腺瘤显示这两个基因均发生了突变。 突变主要富集于A和AB亚型胸腺瘤中,与先前报道一致。RNA测序结果显示,与胸腺发育相关的基因( 、 和 )在某些TET亚型中高表达,这表明胸腺的发育过程可能与这些亚型的肿瘤发生有关。我们发现B2和B3胸腺瘤样本中 (PD-L1)高表达,并使用免疫组织化学(IHC)对其表达进行了验证。基于表达谱,我们进一步建立了一个机器学习模型来预测TET患者的重症肌无力状态,在测试队列中达到了90%的敏感性和70.6%的特异性。

结论

本研究首次对中国TET队列进行了基因组和转录组分析。参与胸腺发育过程的基因高表达提示TETs肿瘤发生与发育途径失调之间可能存在关联。B2和B3胸腺瘤中PD-L1的高表达支持免疫疗法在某些胸腺瘤亚型中的潜在应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/10d6/8456088/d5296dfabe46/fonc-11-647512-g001.jpg

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