Cargando…
Multi-omics analysis of functional substances and expression verification in cashmere fineness
BACKGROUND: Numerous factors influence the growth and development of cashmere. Existing research on cashmere has predominantly emphasized a single omics level. Integrating multi-omics analyses can offer a more comprehensive understanding by encompassing the entire spectrum. This study more accuratel...
Autores principales: | , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10685610/ https://www.ncbi.nlm.nih.gov/pubmed/38017403 http://dx.doi.org/10.1186/s12864-023-09825-0 |
_version_ | 1785151671966367744 |
---|---|
author | Xu, Yanan Zhang, Yu Qin, Yuting Gu, Ming Chen, Rui Sun, Yinggang Wu, Yanzhi Li, Qian Qiao, Yanjun Wang, Xiaowei Zhang, Qiu Kong, Lingchao Li, Shuaitong Wang, Zeying |
author_facet | Xu, Yanan Zhang, Yu Qin, Yuting Gu, Ming Chen, Rui Sun, Yinggang Wu, Yanzhi Li, Qian Qiao, Yanjun Wang, Xiaowei Zhang, Qiu Kong, Lingchao Li, Shuaitong Wang, Zeying |
author_sort | Xu, Yanan |
collection | PubMed |
description | BACKGROUND: Numerous factors influence the growth and development of cashmere. Existing research on cashmere has predominantly emphasized a single omics level. Integrating multi-omics analyses can offer a more comprehensive understanding by encompassing the entire spectrum. This study more accurately and comprehensively identified the key factors influencing cashmere fineness using multi-omics analysis. METHODS: This study used skin tissues of coarse cashmere type (CT_LCG) and fine cashmere type Liaoning cashmere goats (FT_LCG) for the analysis. This study employed an integrated approach involving transcriptomics, translatomics, proteomics, and metabolomics to identify substances associated with cashmere fineness. The findings were validated using parallel reaction monitoring (PRM) and multiple reaction monitoring (MRM) techniques. RESULTS: The GO functional enrichment analysis identified three common terms: multicellular organismal process, immune system process, and extracellular region. Furthermore, the KEGG enrichment analysis uncovered the involvement of the arachidonic acid metabolic pathway. Protein expression trends were verified using PRM technology. The expression trends of KRT79, as confirmed by PRM, were consistent with those observed in TMT proteomics and exhibited a positive regulatory effect on cashmere fineness. Metabolite expression trends were confirmed using MRM technology. The expression trends of 9 out of 15 validated metabolites were in agreement with those identified in the non-targeted metabolomics analysis. CONCLUSIONS: This study employed multi-omics analysis to identify key regulators of cashmere fineness, including PLA2G12A, KRT79, and prostaglandin B2. The findings of this study offer valuable data and establish a theoretical foundation for conducting comprehensive investigations into the molecular regulatory mechanisms and functional aspects of cashmere fineness. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09825-0. |
format | Online Article Text |
id | pubmed-10685610 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106856102023-11-30 Multi-omics analysis of functional substances and expression verification in cashmere fineness Xu, Yanan Zhang, Yu Qin, Yuting Gu, Ming Chen, Rui Sun, Yinggang Wu, Yanzhi Li, Qian Qiao, Yanjun Wang, Xiaowei Zhang, Qiu Kong, Lingchao Li, Shuaitong Wang, Zeying BMC Genomics Research BACKGROUND: Numerous factors influence the growth and development of cashmere. Existing research on cashmere has predominantly emphasized a single omics level. Integrating multi-omics analyses can offer a more comprehensive understanding by encompassing the entire spectrum. This study more accurately and comprehensively identified the key factors influencing cashmere fineness using multi-omics analysis. METHODS: This study used skin tissues of coarse cashmere type (CT_LCG) and fine cashmere type Liaoning cashmere goats (FT_LCG) for the analysis. This study employed an integrated approach involving transcriptomics, translatomics, proteomics, and metabolomics to identify substances associated with cashmere fineness. The findings were validated using parallel reaction monitoring (PRM) and multiple reaction monitoring (MRM) techniques. RESULTS: The GO functional enrichment analysis identified three common terms: multicellular organismal process, immune system process, and extracellular region. Furthermore, the KEGG enrichment analysis uncovered the involvement of the arachidonic acid metabolic pathway. Protein expression trends were verified using PRM technology. The expression trends of KRT79, as confirmed by PRM, were consistent with those observed in TMT proteomics and exhibited a positive regulatory effect on cashmere fineness. Metabolite expression trends were confirmed using MRM technology. The expression trends of 9 out of 15 validated metabolites were in agreement with those identified in the non-targeted metabolomics analysis. CONCLUSIONS: This study employed multi-omics analysis to identify key regulators of cashmere fineness, including PLA2G12A, KRT79, and prostaglandin B2. The findings of this study offer valuable data and establish a theoretical foundation for conducting comprehensive investigations into the molecular regulatory mechanisms and functional aspects of cashmere fineness. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09825-0. BioMed Central 2023-11-28 /pmc/articles/PMC10685610/ /pubmed/38017403 http://dx.doi.org/10.1186/s12864-023-09825-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Xu, Yanan Zhang, Yu Qin, Yuting Gu, Ming Chen, Rui Sun, Yinggang Wu, Yanzhi Li, Qian Qiao, Yanjun Wang, Xiaowei Zhang, Qiu Kong, Lingchao Li, Shuaitong Wang, Zeying Multi-omics analysis of functional substances and expression verification in cashmere fineness |
title | Multi-omics analysis of functional substances and expression verification in cashmere fineness |
title_full | Multi-omics analysis of functional substances and expression verification in cashmere fineness |
title_fullStr | Multi-omics analysis of functional substances and expression verification in cashmere fineness |
title_full_unstemmed | Multi-omics analysis of functional substances and expression verification in cashmere fineness |
title_short | Multi-omics analysis of functional substances and expression verification in cashmere fineness |
title_sort | multi-omics analysis of functional substances and expression verification in cashmere fineness |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10685610/ https://www.ncbi.nlm.nih.gov/pubmed/38017403 http://dx.doi.org/10.1186/s12864-023-09825-0 |
work_keys_str_mv | AT xuyanan multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT zhangyu multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT qinyuting multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT guming multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT chenrui multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT sunyinggang multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT wuyanzhi multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT liqian multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT qiaoyanjun multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT wangxiaowei multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT zhangqiu multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT konglingchao multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT lishuaitong multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness AT wangzeying multiomicsanalysisoffunctionalsubstancesandexpressionverificationincashmerefineness |