Integrated genomic and transcriptomic analysis revealed mutation patterns of de-differentiated liposarcoma and leiomyosarcoma

Abstract Background Treating patients with advanced sarcomas is challenging due to great histologic diversity among its subtypes. Leiomyosarcoma (LMS) and de-differentiated liposarcoma (DDLPS) are two common and aggressive subtypes of soft tissue sarcoma (STS). They differ significantly in histology...

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Main Authors: Wenshuai Liu, Hanxing Tong, Chenlu Zhang, Rongyuan Zhuang, He Guo, Chentao Lv, Hua Yang, Qiaowei Lin, Xi Guo, Zhiming Wang, Yan Wang, Feng Shen, Shengzhou Wang, Chun Dai, Guan Wang, Jun Liu, Weiqi Lu, Yong Zhang, Yuhong Zhou
Format: Article
Language:English
Published: BMC 2020-10-01
Series:BMC Cancer
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Online Access:http://link.springer.com/article/10.1186/s12885-020-07456-2
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record_format Article
collection DOAJ
language English
format Article
sources DOAJ
author Wenshuai Liu
Hanxing Tong
Chenlu Zhang
Rongyuan Zhuang
He Guo
Chentao Lv
Hua Yang
Qiaowei Lin
Xi Guo
Zhiming Wang
Yan Wang
Feng Shen
Shengzhou Wang
Chun Dai
Guan Wang
Jun Liu
Weiqi Lu
Yong Zhang
Yuhong Zhou
spellingShingle Wenshuai Liu
Hanxing Tong
Chenlu Zhang
Rongyuan Zhuang
He Guo
Chentao Lv
Hua Yang
Qiaowei Lin
Xi Guo
Zhiming Wang
Yan Wang
Feng Shen
Shengzhou Wang
Chun Dai
Guan Wang
Jun Liu
Weiqi Lu
Yong Zhang
Yuhong Zhou
Integrated genomic and transcriptomic analysis revealed mutation patterns of de-differentiated liposarcoma and leiomyosarcoma
BMC Cancer
Soft tissue sarcoma
Gene fusion
Tumor microenvironment
Immune infiltration
author_facet Wenshuai Liu
Hanxing Tong
Chenlu Zhang
Rongyuan Zhuang
He Guo
Chentao Lv
Hua Yang
Qiaowei Lin
Xi Guo
Zhiming Wang
Yan Wang
Feng Shen
Shengzhou Wang
Chun Dai
Guan Wang
Jun Liu
Weiqi Lu
Yong Zhang
Yuhong Zhou
author_sort Wenshuai Liu
title Integrated genomic and transcriptomic analysis revealed mutation patterns of de-differentiated liposarcoma and leiomyosarcoma
title_short Integrated genomic and transcriptomic analysis revealed mutation patterns of de-differentiated liposarcoma and leiomyosarcoma
title_full Integrated genomic and transcriptomic analysis revealed mutation patterns of de-differentiated liposarcoma and leiomyosarcoma
title_fullStr Integrated genomic and transcriptomic analysis revealed mutation patterns of de-differentiated liposarcoma and leiomyosarcoma
title_full_unstemmed Integrated genomic and transcriptomic analysis revealed mutation patterns of de-differentiated liposarcoma and leiomyosarcoma
title_sort integrated genomic and transcriptomic analysis revealed mutation patterns of de-differentiated liposarcoma and leiomyosarcoma
publisher BMC
series BMC Cancer
issn 1471-2407
publishDate 2020-10-01
description Abstract Background Treating patients with advanced sarcomas is challenging due to great histologic diversity among its subtypes. Leiomyosarcoma (LMS) and de-differentiated liposarcoma (DDLPS) are two common and aggressive subtypes of soft tissue sarcoma (STS). They differ significantly in histology and clinical behaviors. However, the molecular driving force behind the difference is unclear. Methods We collected 20 LMS and 12 DDLPS samples and performed whole exome sequencing (WES) to obtain their somatic mutation profiles. We also performed RNA-Seq to analyze the transcriptomes of 8 each of the LMS and DDLPS samples and obtained information about differential gene expression, pathway enrichment, immune cell infiltration in tumor microenvironment, and chromosomal rearrangement including gene fusions. Selected gene fusion events from the RNA-seq prediction were checked by RT-PCR in tandem with Sanger sequencing. Results We detected loss of function mutation and deletion of tumor suppressors mostly in LMS, and oncogene amplification mostly in DDLPS. A focal amplification affecting chromosome 12q13–15 region which encodes MDM2, CDK4 and HMGA2 is notable in DDLPS. Mutations in TP53, ATRX, PTEN, and RB1 are identified in LMS but not DDLPS, while mutation of HERC2 is only identified in DDLPS but not LMS. RNA-seq revealed overexpression of MDM2, CDK4 and HMGA2 in DDLPS and down-regulation of TP53 and RB1 in LMS. It also detected more fusion events in DDLPS than LMS (4.5 vs. 1, p = 0.0195), and the ones involving chromosome 12 in DDLPS stand out. RT-PCR and Sanger sequencing verified the majority of the fusion events in DDLPS but only one event in LMS selected to be tested. The tumor microenvironmental signatures are highly correlated with histologic types. DDLPS has more endothelial cells and fibroblasts content than LMS. Conclusions Our analysis revealed different recurrent genetic variations in LMS and DDLPS including simultaneous upregulation of gene expression and gene copy number amplification of MDM2 and CDK4. Up-regulation of tumor related genes is favored in DDLPS, while loss of suppressor function is favored in LMS. DDLPS harbors more frequent fusion events which can generate neoepitopes and potentially targeted by personalized immune treatment.
topic Soft tissue sarcoma
Gene fusion
Tumor microenvironment
Immune infiltration
url http://link.springer.com/article/10.1186/s12885-020-07456-2
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spelling doaj-dd562453af65400a90cc4e61a7c63a892020-11-25T03:56:17ZengBMCBMC Cancer1471-24072020-10-0120111410.1186/s12885-020-07456-2Integrated genomic and transcriptomic analysis revealed mutation patterns of de-differentiated liposarcoma and leiomyosarcomaWenshuai Liu0Hanxing Tong1Chenlu Zhang2Rongyuan Zhuang3He Guo4Chentao Lv5Hua Yang6Qiaowei Lin7Xi Guo8Zhiming Wang9Yan Wang10Feng Shen11Shengzhou Wang12Chun Dai13Guan Wang14Jun Liu15Weiqi Lu16Yong Zhang17Yuhong Zhou18Department of General Surgery, Shanghai Public Health Clinical Center, Fudan UniversityDepartment of General Surgery, Zhongshan Hospital, Fudan UniversityDepartment of Medical Oncology, Zhongshan Hospital, Fudan UniversityDepartment of Medical Oncology, Zhongshan Hospital, Fudan UniversityGenomiCare Biotechnology (Shanghai) Co. Ltd.Department of General Surgery, Shanghai Public Health Clinical Center, Fudan UniversityDepartment of General Surgery, Shanghai Public Health Clinical Center, Fudan UniversityDepartment of General Surgery, Zhongshan Hospital, Fudan UniversityDepartment of Medical Oncology, Zhongshan Hospital, Fudan UniversityDepartment of Medical Oncology, Zhongshan Hospital, Fudan UniversityDepartment of Medical Oncology, Zhongshan Hospital, Fudan UniversityDepartment of Medical Oncology, Zhongshan Hospital, Fudan UniversityGenomiCare Biotechnology (Shanghai) Co. Ltd.GenomiCare Biotechnology (Shanghai) Co. Ltd.GenomiCare Biotechnology (Shanghai) Co. Ltd.GenomiCare Biotechnology (Shanghai) Co. Ltd.Department of General Surgery, Zhongshan Hospital, Fudan UniversityDepartment of General Surgery, Zhongshan Hospital, Fudan UniversityDepartment of Medical Oncology, Zhongshan Hospital, Fudan UniversityAbstract Background Treating patients with advanced sarcomas is challenging due to great histologic diversity among its subtypes. Leiomyosarcoma (LMS) and de-differentiated liposarcoma (DDLPS) are two common and aggressive subtypes of soft tissue sarcoma (STS). They differ significantly in histology and clinical behaviors. However, the molecular driving force behind the difference is unclear. Methods We collected 20 LMS and 12 DDLPS samples and performed whole exome sequencing (WES) to obtain their somatic mutation profiles. We also performed RNA-Seq to analyze the transcriptomes of 8 each of the LMS and DDLPS samples and obtained information about differential gene expression, pathway enrichment, immune cell infiltration in tumor microenvironment, and chromosomal rearrangement including gene fusions. Selected gene fusion events from the RNA-seq prediction were checked by RT-PCR in tandem with Sanger sequencing. Results We detected loss of function mutation and deletion of tumor suppressors mostly in LMS, and oncogene amplification mostly in DDLPS. A focal amplification affecting chromosome 12q13–15 region which encodes MDM2, CDK4 and HMGA2 is notable in DDLPS. Mutations in TP53, ATRX, PTEN, and RB1 are identified in LMS but not DDLPS, while mutation of HERC2 is only identified in DDLPS but not LMS. RNA-seq revealed overexpression of MDM2, CDK4 and HMGA2 in DDLPS and down-regulation of TP53 and RB1 in LMS. It also detected more fusion events in DDLPS than LMS (4.5 vs. 1, p = 0.0195), and the ones involving chromosome 12 in DDLPS stand out. RT-PCR and Sanger sequencing verified the majority of the fusion events in DDLPS but only one event in LMS selected to be tested. The tumor microenvironmental signatures are highly correlated with histologic types. DDLPS has more endothelial cells and fibroblasts content than LMS. Conclusions Our analysis revealed different recurrent genetic variations in LMS and DDLPS including simultaneous upregulation of gene expression and gene copy number amplification of MDM2 and CDK4. Up-regulation of tumor related genes is favored in DDLPS, while loss of suppressor function is favored in LMS. DDLPS harbors more frequent fusion events which can generate neoepitopes and potentially targeted by personalized immune treatment.http://link.springer.com/article/10.1186/s12885-020-07456-2Soft tissue sarcomaGene fusionTumor microenvironmentImmune infiltration