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

IntroductionThymic 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,...

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Main Authors: Naixin Liang, Lei Liu, Cheng Huang, Hongsheng Liu, Chao Guo, Ji Li, Weiwei Wang, Nan Li, Rui Lin, Tao Wang, Lieming Ding, Li Mao, Shanqing Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.647512/full
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record_format Article
collection DOAJ
language English
format Article
sources DOAJ
author Naixin Liang
Lei Liu
Cheng Huang
Hongsheng Liu
Chao Guo
Ji Li
Weiwei Wang
Nan Li
Rui Lin
Tao Wang
Lieming Ding
Li Mao
Shanqing Li
spellingShingle Naixin Liang
Lei Liu
Cheng Huang
Hongsheng Liu
Chao Guo
Ji Li
Weiwei Wang
Nan Li
Rui Lin
Tao Wang
Lieming Ding
Li Mao
Shanqing Li
Transcriptomic and Mutational Analysis Discovering Distinct Molecular Characteristics Among Chinese Thymic Epithelial Tumor Patients
Frontiers in Oncology
thymic epithelial tumor
thymoma
next-generation sequencing
PD-L1
RNA-seq
author_facet Naixin Liang
Lei Liu
Cheng Huang
Hongsheng Liu
Chao Guo
Ji Li
Weiwei Wang
Nan Li
Rui Lin
Tao Wang
Lieming Ding
Li Mao
Shanqing Li
author_sort Naixin Liang
title Transcriptomic and Mutational Analysis Discovering Distinct Molecular Characteristics Among Chinese Thymic Epithelial Tumor Patients
title_short Transcriptomic and Mutational Analysis Discovering Distinct Molecular Characteristics Among Chinese Thymic Epithelial Tumor Patients
title_full Transcriptomic and Mutational Analysis Discovering Distinct Molecular Characteristics Among Chinese Thymic Epithelial Tumor Patients
title_fullStr Transcriptomic and Mutational Analysis Discovering Distinct Molecular Characteristics Among Chinese Thymic Epithelial Tumor Patients
title_full_unstemmed Transcriptomic and Mutational Analysis Discovering Distinct Molecular Characteristics Among Chinese Thymic Epithelial Tumor Patients
title_sort transcriptomic and mutational analysis discovering distinct molecular characteristics among chinese thymic epithelial tumor patients
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2021-09-01
description IntroductionThymic 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.MethodsIn 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.ResultsCompared with the TCGA TET genomic data, we found that NF1 and ATM 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 GTF2I 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 (FGF7, FGF10 and CLDN4) 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 CD274 (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.ConclusionThis 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.
topic thymic epithelial tumor
thymoma
next-generation sequencing
PD-L1
RNA-seq
url https://www.frontiersin.org/articles/10.3389/fonc.2021.647512/full
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spelling doaj-196c9c61fb834da687474e76360b0f422021-09-08T05:57:50ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2021-09-011110.3389/fonc.2021.647512647512Transcriptomic and Mutational Analysis Discovering Distinct Molecular Characteristics Among Chinese Thymic Epithelial Tumor PatientsNaixin Liang0Lei Liu1Cheng Huang2Hongsheng Liu3Chao Guo4Ji Li5Weiwei Wang6Nan Li7Rui Lin8Tao Wang9Lieming Ding10Li Mao11Shanqing Li12Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, ChinaDepartment of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, ChinaDepartment of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, ChinaDepartment of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, ChinaDepartment of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, ChinaDepartment of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, ChinaDepartment of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, ChinaDepartment of R&D, Hangzhou Repugene Technology Co., Ltd., Hangzhou, ChinaDepartment of R&D, Hangzhou Repugene Technology Co., Ltd., Hangzhou, ChinaDepartment of R&D, Hangzhou Repugene Technology Co., Ltd., Hangzhou, ChinaDepartment of Medical, Betta Pharmaceuticals Co., Ltd., Hangzhou, ChinaDepartment of Medical, Betta Pharmaceuticals Co., Ltd., Hangzhou, ChinaDepartment of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, ChinaIntroductionThymic 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.MethodsIn 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.ResultsCompared with the TCGA TET genomic data, we found that NF1 and ATM 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 GTF2I 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 (FGF7, FGF10 and CLDN4) 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 CD274 (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.ConclusionThis 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.https://www.frontiersin.org/articles/10.3389/fonc.2021.647512/fullthymic epithelial tumorthymomanext-generation sequencingPD-L1RNA-seq