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Transcriptome analysis of lncRNA expression patterns in human congenital lung malformations

OBJECTIVES: To explore the long non-coding RNA (lncRNA) expression pattern of congenital lung malformations on a genome-wide scale and investigate their potential biological function in four subtypes of congenital lung malformations. METHODS: We obtained both lesions and normal lung control tissues...

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Autores principales: Yang, Weili, Zhao, Pu, Liu, Yun, Cao, Ping, Ji, Xiang, Gao, Ya, Li, Peng, Cheng, Jiwen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8630864/
https://www.ncbi.nlm.nih.gov/pubmed/34844556
http://dx.doi.org/10.1186/s12864-021-08204-x
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author Yang, Weili
Zhao, Pu
Liu, Yun
Cao, Ping
Ji, Xiang
Gao, Ya
Li, Peng
Cheng, Jiwen
author_facet Yang, Weili
Zhao, Pu
Liu, Yun
Cao, Ping
Ji, Xiang
Gao, Ya
Li, Peng
Cheng, Jiwen
author_sort Yang, Weili
collection PubMed
description OBJECTIVES: To explore the long non-coding RNA (lncRNA) expression pattern of congenital lung malformations on a genome-wide scale and investigate their potential biological function in four subtypes of congenital lung malformations. METHODS: We obtained both lesions and normal lung control tissues from the patients diagnosed with CPAM-I, CPAM-II, ILS, and ILS-CPAM, and underwent lobectomy (i.e., surgical removal of the whole lobe which contains the localized lesion as well as normal lung tissue). Then, we performed lncRNA transcriptome profiling in these tissues by RNA sequencing (RNA-seq). A comprehensive bioinformatics analysis was conducted to characterize the expression profiles and relevant biological functions and for multiple comparisons of lncRNA expression in the different subtypes of congenital lung malformation tissues. Furthermore, the lncRNA-mRNA co-expression network was constructed, and dysregulated mRNAs were functionally analyzed. Finally, gene set enrichment analysis (GSEA) was used to predict the potential molecular mechanism of the identified lncRNAs. RESULTS: A total of 5921 lncRNA transcripts were identified between congenital lung malformations tissues and normal lung control tissues. Compared with normal lung control, 481of these expressed lncRNAs were upregulated and 142 were downregulated in CPAM-I, 91 were upregulated and 14 were downregulated in CPAM-II, 39 were upregulated and 38 were downregulated in ILS, and 201 were upregulated and 38 were downregulated in ILS-CPAM. Unsupervised clustering and principal component analysis of the expressed lncRNAs visualized the differences between normal lung control and different subtypes of congenital lung malformations samples. We also confirmed significant differences in the composition of differentially expressed genes (DEGs) and the differentially expressed lncRNAs (DE lncRNAs) between CPAM-I and other subtypes of congenital lung malformations, as well as in normal lung control tissues, and observed enrichment of DEGs in the regulation of the immune system, cell projection organization, and inflammatory pathways. Finally, we identified the lncRNA FLJ26850 might be related to congenital lung malformations via ZNF473. CONCLUSIONS: Significant differences in lncRNAs expression patterns were observed between different subtypes of congenital lung malformations and normal control. The lncRNA FLJ26850 might be related to congenital lung malformations via ZNF473. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-08204-x.
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spelling pubmed-86308642021-12-01 Transcriptome analysis of lncRNA expression patterns in human congenital lung malformations Yang, Weili Zhao, Pu Liu, Yun Cao, Ping Ji, Xiang Gao, Ya Li, Peng Cheng, Jiwen BMC Genomics Research OBJECTIVES: To explore the long non-coding RNA (lncRNA) expression pattern of congenital lung malformations on a genome-wide scale and investigate their potential biological function in four subtypes of congenital lung malformations. METHODS: We obtained both lesions and normal lung control tissues from the patients diagnosed with CPAM-I, CPAM-II, ILS, and ILS-CPAM, and underwent lobectomy (i.e., surgical removal of the whole lobe which contains the localized lesion as well as normal lung tissue). Then, we performed lncRNA transcriptome profiling in these tissues by RNA sequencing (RNA-seq). A comprehensive bioinformatics analysis was conducted to characterize the expression profiles and relevant biological functions and for multiple comparisons of lncRNA expression in the different subtypes of congenital lung malformation tissues. Furthermore, the lncRNA-mRNA co-expression network was constructed, and dysregulated mRNAs were functionally analyzed. Finally, gene set enrichment analysis (GSEA) was used to predict the potential molecular mechanism of the identified lncRNAs. RESULTS: A total of 5921 lncRNA transcripts were identified between congenital lung malformations tissues and normal lung control tissues. Compared with normal lung control, 481of these expressed lncRNAs were upregulated and 142 were downregulated in CPAM-I, 91 were upregulated and 14 were downregulated in CPAM-II, 39 were upregulated and 38 were downregulated in ILS, and 201 were upregulated and 38 were downregulated in ILS-CPAM. Unsupervised clustering and principal component analysis of the expressed lncRNAs visualized the differences between normal lung control and different subtypes of congenital lung malformations samples. We also confirmed significant differences in the composition of differentially expressed genes (DEGs) and the differentially expressed lncRNAs (DE lncRNAs) between CPAM-I and other subtypes of congenital lung malformations, as well as in normal lung control tissues, and observed enrichment of DEGs in the regulation of the immune system, cell projection organization, and inflammatory pathways. Finally, we identified the lncRNA FLJ26850 might be related to congenital lung malformations via ZNF473. CONCLUSIONS: Significant differences in lncRNAs expression patterns were observed between different subtypes of congenital lung malformations and normal control. The lncRNA FLJ26850 might be related to congenital lung malformations via ZNF473. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-08204-x. BioMed Central 2021-11-29 /pmc/articles/PMC8630864/ /pubmed/34844556 http://dx.doi.org/10.1186/s12864-021-08204-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Yang, Weili
Zhao, Pu
Liu, Yun
Cao, Ping
Ji, Xiang
Gao, Ya
Li, Peng
Cheng, Jiwen
Transcriptome analysis of lncRNA expression patterns in human congenital lung malformations
title Transcriptome analysis of lncRNA expression patterns in human congenital lung malformations
title_full Transcriptome analysis of lncRNA expression patterns in human congenital lung malformations
title_fullStr Transcriptome analysis of lncRNA expression patterns in human congenital lung malformations
title_full_unstemmed Transcriptome analysis of lncRNA expression patterns in human congenital lung malformations
title_short Transcriptome analysis of lncRNA expression patterns in human congenital lung malformations
title_sort transcriptome analysis of lncrna expression patterns in human congenital lung malformations
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8630864/
https://www.ncbi.nlm.nih.gov/pubmed/34844556
http://dx.doi.org/10.1186/s12864-021-08204-x
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