Comparative proteogenomics profiling of non-small and small lung carcinoma cell lines using mass spectrometry

Background Evidences indicated that non-small-cell lung cancer (NSCLC) and small-cell lung cancer (SCLC) might originate from the same cell type, which however ended up to be two different subtypes of lung carcinoma, requiring different therapeutic regimens. We aimed to identify the differences betw...

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Main Authors: Jingyu Wu, Zhifang Hao, Chen Ma, Pengfei Li, Liuyi Dang, Shisheng Sun
Format: Article
Language:English
Published: PeerJ Inc. 2020-04-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/8779.pdf
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spelling doaj-c877cec816fb4d52bea47f118a50e1f82020-11-25T03:03:24ZengPeerJ Inc.PeerJ2167-83592020-04-018e877910.7717/peerj.8779Comparative proteogenomics profiling of non-small and small lung carcinoma cell lines using mass spectrometryJingyu Wu0Zhifang Hao1Chen Ma2Pengfei Li3Liuyi Dang4Shisheng Sun5College of Life Science, Northwest University, Xi’an, ChinaCollege of Life Science, Northwest University, Xi’an, ChinaCollege of Life Science, Northwest University, Xi’an, ChinaCollege of Life Science, Northwest University, Xi’an, ChinaCollege of Life Science, Northwest University, Xi’an, ChinaCollege of Life Science, Northwest University, Xi’an, ChinaBackground Evidences indicated that non-small-cell lung cancer (NSCLC) and small-cell lung cancer (SCLC) might originate from the same cell type, which however ended up to be two different subtypes of lung carcinoma, requiring different therapeutic regimens. We aimed to identify the differences between these two subtypes of lung cancer by using integrated proteome and genome approaches. Methods and Materials Two representative cell lines for each lung cancer subtype were comparatively analysed by quantitative proteomics, and their corresponding transcriptomics data were obtained from the Gene Expression Omnibus database. The integrated analyses of proteogenomic data were performed to determine key differentially expressed proteins that were positively correlated between proteomic and transcriptomic data. Result The proteomics analysis revealed 147 differentially expressed proteins between SCLC and NSCLC from a total of 3,970 identified proteins. Combined with available transcriptomics data, we further confirmed 14 differentially expressed proteins including six known and eight new lung cancer related proteins that were positively correlated with their transcriptomics data. These proteins are mainly involved in cell migration, proliferation, and invasion. Conclusion The proteogenomic data on both NSCLC and SCLC cell lines presented in this manuscript is complementary to existing genomic and proteomic data related to lung cancers and will be crucial for a systems biology-level understanding of the molecular mechanism of lung cancers. The raw mass spectrometry data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD015270.https://peerj.com/articles/8779.pdfNon-small cell lung cancerSmall cell lung cancerTranscriptomicsProteomicsBioinformaticsProteogenomics
collection DOAJ
language English
format Article
sources DOAJ
author Jingyu Wu
Zhifang Hao
Chen Ma
Pengfei Li
Liuyi Dang
Shisheng Sun
spellingShingle Jingyu Wu
Zhifang Hao
Chen Ma
Pengfei Li
Liuyi Dang
Shisheng Sun
Comparative proteogenomics profiling of non-small and small lung carcinoma cell lines using mass spectrometry
PeerJ
Non-small cell lung cancer
Small cell lung cancer
Transcriptomics
Proteomics
Bioinformatics
Proteogenomics
author_facet Jingyu Wu
Zhifang Hao
Chen Ma
Pengfei Li
Liuyi Dang
Shisheng Sun
author_sort Jingyu Wu
title Comparative proteogenomics profiling of non-small and small lung carcinoma cell lines using mass spectrometry
title_short Comparative proteogenomics profiling of non-small and small lung carcinoma cell lines using mass spectrometry
title_full Comparative proteogenomics profiling of non-small and small lung carcinoma cell lines using mass spectrometry
title_fullStr Comparative proteogenomics profiling of non-small and small lung carcinoma cell lines using mass spectrometry
title_full_unstemmed Comparative proteogenomics profiling of non-small and small lung carcinoma cell lines using mass spectrometry
title_sort comparative proteogenomics profiling of non-small and small lung carcinoma cell lines using mass spectrometry
publisher PeerJ Inc.
series PeerJ
issn 2167-8359
publishDate 2020-04-01
description Background Evidences indicated that non-small-cell lung cancer (NSCLC) and small-cell lung cancer (SCLC) might originate from the same cell type, which however ended up to be two different subtypes of lung carcinoma, requiring different therapeutic regimens. We aimed to identify the differences between these two subtypes of lung cancer by using integrated proteome and genome approaches. Methods and Materials Two representative cell lines for each lung cancer subtype were comparatively analysed by quantitative proteomics, and their corresponding transcriptomics data were obtained from the Gene Expression Omnibus database. The integrated analyses of proteogenomic data were performed to determine key differentially expressed proteins that were positively correlated between proteomic and transcriptomic data. Result The proteomics analysis revealed 147 differentially expressed proteins between SCLC and NSCLC from a total of 3,970 identified proteins. Combined with available transcriptomics data, we further confirmed 14 differentially expressed proteins including six known and eight new lung cancer related proteins that were positively correlated with their transcriptomics data. These proteins are mainly involved in cell migration, proliferation, and invasion. Conclusion The proteogenomic data on both NSCLC and SCLC cell lines presented in this manuscript is complementary to existing genomic and proteomic data related to lung cancers and will be crucial for a systems biology-level understanding of the molecular mechanism of lung cancers. The raw mass spectrometry data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD015270.
topic Non-small cell lung cancer
Small cell lung cancer
Transcriptomics
Proteomics
Bioinformatics
Proteogenomics
url https://peerj.com/articles/8779.pdf
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