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Identification of alternative splicing events related to fatty liver formation in duck using full-length transcripts
BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is one of most common diseases in the world. Recently, alternative splicing (AS) has been reported to play a key role in NAFLD processes in mammals. Ducks can quickly form fatty liver similar to human NAFLD after overfeeding and restore to normal...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9976415/ https://www.ncbi.nlm.nih.gov/pubmed/36858953 http://dx.doi.org/10.1186/s12864-023-09160-4 |
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author | Wang, Yiming Song, Linfei Ning, Mengfei Hu, Jiaxiang Cai, Han Song, Weitao Gong, Daoqing Liu, Long Smith, Jacqueline Li, Huifang Huang, Yinhua |
author_facet | Wang, Yiming Song, Linfei Ning, Mengfei Hu, Jiaxiang Cai, Han Song, Weitao Gong, Daoqing Liu, Long Smith, Jacqueline Li, Huifang Huang, Yinhua |
author_sort | Wang, Yiming |
collection | PubMed |
description | BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is one of most common diseases in the world. Recently, alternative splicing (AS) has been reported to play a key role in NAFLD processes in mammals. Ducks can quickly form fatty liver similar to human NAFLD after overfeeding and restore to normal liver in a short time, suggesting that ducks are an excellent model to unravel molecular mechanisms of lipid metabolism for NAFLD. However, how alternative splicing events (ASEs) affect the fatty liver process in ducks is still unclear. RESULTS: Here we identify 126,277 unique transcripts in liver tissue from an overfed duck (77,237 total transcripts) and its sibling control (69,618 total transcripts). We combined these full-length transcripts with Illumina RNA-seq data from five pairs of overfed ducks and control individuals. Full-length transcript sequencing provided us with structural information of transcripts and Illumina RNA-seq data reveals the expressional profile of each transcript. We found, among these unique transcripts, 30,618 were lncRNAs and 1,744 transcripts including 155 lncRNAs and 1,589 coding transcripts showed significantly differential expression in liver tissues between overfed ducks and control individuals. We also detected 27,317 ASEs and 142 of them showed significant relative abundance changes in ducks under different feeding conditions. Full-length transcript profiles together with Illumina RNA-seq data demonstrated that 10 genes involving in lipid metabolism had ASEs with significantly differential abundance in normally fed (control) and overfed ducks. Among these genes, protein products of five genes (CYP4F22, BTN, GSTA2, ADH5, and DHRS2 genes) were changed by ASEs. CONCLUSIONS: This study presents an example of how to identify ASEs related to important biological processes, such as fatty liver formation, using full-length transcripts alongside Illumina RNA-seq data. Based on these data, we screened out ASEs of lipid-metabolism related genes which might respond to overfeeding. Our future ability to explore the function of genes showing AS differences between overfed ducks and their sibling controls, using genetic manipulations and co-evolutionary studies, will certainly extend our knowledge of genes related to the non-pathogenic fatty liver process. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09160-4. |
format | Online Article Text |
id | pubmed-9976415 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99764152023-03-02 Identification of alternative splicing events related to fatty liver formation in duck using full-length transcripts Wang, Yiming Song, Linfei Ning, Mengfei Hu, Jiaxiang Cai, Han Song, Weitao Gong, Daoqing Liu, Long Smith, Jacqueline Li, Huifang Huang, Yinhua BMC Genomics Research BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is one of most common diseases in the world. Recently, alternative splicing (AS) has been reported to play a key role in NAFLD processes in mammals. Ducks can quickly form fatty liver similar to human NAFLD after overfeeding and restore to normal liver in a short time, suggesting that ducks are an excellent model to unravel molecular mechanisms of lipid metabolism for NAFLD. However, how alternative splicing events (ASEs) affect the fatty liver process in ducks is still unclear. RESULTS: Here we identify 126,277 unique transcripts in liver tissue from an overfed duck (77,237 total transcripts) and its sibling control (69,618 total transcripts). We combined these full-length transcripts with Illumina RNA-seq data from five pairs of overfed ducks and control individuals. Full-length transcript sequencing provided us with structural information of transcripts and Illumina RNA-seq data reveals the expressional profile of each transcript. We found, among these unique transcripts, 30,618 were lncRNAs and 1,744 transcripts including 155 lncRNAs and 1,589 coding transcripts showed significantly differential expression in liver tissues between overfed ducks and control individuals. We also detected 27,317 ASEs and 142 of them showed significant relative abundance changes in ducks under different feeding conditions. Full-length transcript profiles together with Illumina RNA-seq data demonstrated that 10 genes involving in lipid metabolism had ASEs with significantly differential abundance in normally fed (control) and overfed ducks. Among these genes, protein products of five genes (CYP4F22, BTN, GSTA2, ADH5, and DHRS2 genes) were changed by ASEs. CONCLUSIONS: This study presents an example of how to identify ASEs related to important biological processes, such as fatty liver formation, using full-length transcripts alongside Illumina RNA-seq data. Based on these data, we screened out ASEs of lipid-metabolism related genes which might respond to overfeeding. Our future ability to explore the function of genes showing AS differences between overfed ducks and their sibling controls, using genetic manipulations and co-evolutionary studies, will certainly extend our knowledge of genes related to the non-pathogenic fatty liver process. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09160-4. BioMed Central 2023-03-01 /pmc/articles/PMC9976415/ /pubmed/36858953 http://dx.doi.org/10.1186/s12864-023-09160-4 Text en © The Author(s) 2023 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 Wang, Yiming Song, Linfei Ning, Mengfei Hu, Jiaxiang Cai, Han Song, Weitao Gong, Daoqing Liu, Long Smith, Jacqueline Li, Huifang Huang, Yinhua Identification of alternative splicing events related to fatty liver formation in duck using full-length transcripts |
title | Identification of alternative splicing events related to fatty liver formation in duck using full-length transcripts |
title_full | Identification of alternative splicing events related to fatty liver formation in duck using full-length transcripts |
title_fullStr | Identification of alternative splicing events related to fatty liver formation in duck using full-length transcripts |
title_full_unstemmed | Identification of alternative splicing events related to fatty liver formation in duck using full-length transcripts |
title_short | Identification of alternative splicing events related to fatty liver formation in duck using full-length transcripts |
title_sort | identification of alternative splicing events related to fatty liver formation in duck using full-length transcripts |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9976415/ https://www.ncbi.nlm.nih.gov/pubmed/36858953 http://dx.doi.org/10.1186/s12864-023-09160-4 |
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