Cargando…
Weighted Gene Co-Expression Network Analysis to Explore Hub Genes of Resveratrol Biosynthesis in Exocarp and Mesocarp of ‘Summer Black’ Grape
Resveratrol is a polyphenol compound beneficial to human health, and its main source is grapes. In the present study, the molecular regulation of resveratrol biosynthesis in developing grape berries was investigated using weighted gene co-expression network analysis (WGCNA). At the same time, the re...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920568/ https://www.ncbi.nlm.nih.gov/pubmed/36771662 http://dx.doi.org/10.3390/plants12030578 |
_version_ | 1784887102270341120 |
---|---|
author | Li, Chengyue Chen, Lifang Fan, Quan He, Pengfei Wang, Congqiao Huang, Huaxing Huang, Ruyan Tang, Jiaqi Tadda, Shehu A. Qiu, Dongliang Qiu, Zhipeng |
author_facet | Li, Chengyue Chen, Lifang Fan, Quan He, Pengfei Wang, Congqiao Huang, Huaxing Huang, Ruyan Tang, Jiaqi Tadda, Shehu A. Qiu, Dongliang Qiu, Zhipeng |
author_sort | Li, Chengyue |
collection | PubMed |
description | Resveratrol is a polyphenol compound beneficial to human health, and its main source is grapes. In the present study, the molecular regulation of resveratrol biosynthesis in developing grape berries was investigated using weighted gene co-expression network analysis (WGCNA). At the same time, the reason for the resveratrol content difference between grape exocarp (skin) and mesocarp (flesh) was explored. Hub genes (CHS, STS, F3’5’H, PAL, HCT) related to resveratrol biosynthesis were screened with Cytoscape software. The expression level of hub genes in the exocarp was significantly higher than that in the mesocarp, and the expressions of the hub genes and the content of resveratrol in exocarp peaked at the maturity stage. While the expression levels of PAL, CHS and STS in the mesocarp, reached the maximum at the maturity stage, and F3′5′H and HCT decreased. These hub genes likely play a key role in resveratrol biosynthesis. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis further indicated that resveratrol biosynthesis was related to flavonoid biosynthesis, phenylalanine metabolism, phenylpropanoid biosynthesis, and stilbene biosynthesis pathways. This study has theoretical significance for exploring genes related to resveratrol biosynthesis in the exocarp and mesocarp of grapes, and provides a theoretical basis for the subsequent function and regulatory mechanism of hub genes. |
format | Online Article Text |
id | pubmed-9920568 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99205682023-02-12 Weighted Gene Co-Expression Network Analysis to Explore Hub Genes of Resveratrol Biosynthesis in Exocarp and Mesocarp of ‘Summer Black’ Grape Li, Chengyue Chen, Lifang Fan, Quan He, Pengfei Wang, Congqiao Huang, Huaxing Huang, Ruyan Tang, Jiaqi Tadda, Shehu A. Qiu, Dongliang Qiu, Zhipeng Plants (Basel) Article Resveratrol is a polyphenol compound beneficial to human health, and its main source is grapes. In the present study, the molecular regulation of resveratrol biosynthesis in developing grape berries was investigated using weighted gene co-expression network analysis (WGCNA). At the same time, the reason for the resveratrol content difference between grape exocarp (skin) and mesocarp (flesh) was explored. Hub genes (CHS, STS, F3’5’H, PAL, HCT) related to resveratrol biosynthesis were screened with Cytoscape software. The expression level of hub genes in the exocarp was significantly higher than that in the mesocarp, and the expressions of the hub genes and the content of resveratrol in exocarp peaked at the maturity stage. While the expression levels of PAL, CHS and STS in the mesocarp, reached the maximum at the maturity stage, and F3′5′H and HCT decreased. These hub genes likely play a key role in resveratrol biosynthesis. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis further indicated that resveratrol biosynthesis was related to flavonoid biosynthesis, phenylalanine metabolism, phenylpropanoid biosynthesis, and stilbene biosynthesis pathways. This study has theoretical significance for exploring genes related to resveratrol biosynthesis in the exocarp and mesocarp of grapes, and provides a theoretical basis for the subsequent function and regulatory mechanism of hub genes. MDPI 2023-01-28 /pmc/articles/PMC9920568/ /pubmed/36771662 http://dx.doi.org/10.3390/plants12030578 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Li, Chengyue Chen, Lifang Fan, Quan He, Pengfei Wang, Congqiao Huang, Huaxing Huang, Ruyan Tang, Jiaqi Tadda, Shehu A. Qiu, Dongliang Qiu, Zhipeng Weighted Gene Co-Expression Network Analysis to Explore Hub Genes of Resveratrol Biosynthesis in Exocarp and Mesocarp of ‘Summer Black’ Grape |
title | Weighted Gene Co-Expression Network Analysis to Explore Hub Genes of Resveratrol Biosynthesis in Exocarp and Mesocarp of ‘Summer Black’ Grape |
title_full | Weighted Gene Co-Expression Network Analysis to Explore Hub Genes of Resveratrol Biosynthesis in Exocarp and Mesocarp of ‘Summer Black’ Grape |
title_fullStr | Weighted Gene Co-Expression Network Analysis to Explore Hub Genes of Resveratrol Biosynthesis in Exocarp and Mesocarp of ‘Summer Black’ Grape |
title_full_unstemmed | Weighted Gene Co-Expression Network Analysis to Explore Hub Genes of Resveratrol Biosynthesis in Exocarp and Mesocarp of ‘Summer Black’ Grape |
title_short | Weighted Gene Co-Expression Network Analysis to Explore Hub Genes of Resveratrol Biosynthesis in Exocarp and Mesocarp of ‘Summer Black’ Grape |
title_sort | weighted gene co-expression network analysis to explore hub genes of resveratrol biosynthesis in exocarp and mesocarp of ‘summer black’ grape |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920568/ https://www.ncbi.nlm.nih.gov/pubmed/36771662 http://dx.doi.org/10.3390/plants12030578 |
work_keys_str_mv | AT lichengyue weightedgenecoexpressionnetworkanalysistoexplorehubgenesofresveratrolbiosynthesisinexocarpandmesocarpofsummerblackgrape AT chenlifang weightedgenecoexpressionnetworkanalysistoexplorehubgenesofresveratrolbiosynthesisinexocarpandmesocarpofsummerblackgrape AT fanquan weightedgenecoexpressionnetworkanalysistoexplorehubgenesofresveratrolbiosynthesisinexocarpandmesocarpofsummerblackgrape AT hepengfei weightedgenecoexpressionnetworkanalysistoexplorehubgenesofresveratrolbiosynthesisinexocarpandmesocarpofsummerblackgrape AT wangcongqiao weightedgenecoexpressionnetworkanalysistoexplorehubgenesofresveratrolbiosynthesisinexocarpandmesocarpofsummerblackgrape AT huanghuaxing weightedgenecoexpressionnetworkanalysistoexplorehubgenesofresveratrolbiosynthesisinexocarpandmesocarpofsummerblackgrape AT huangruyan weightedgenecoexpressionnetworkanalysistoexplorehubgenesofresveratrolbiosynthesisinexocarpandmesocarpofsummerblackgrape AT tangjiaqi weightedgenecoexpressionnetworkanalysistoexplorehubgenesofresveratrolbiosynthesisinexocarpandmesocarpofsummerblackgrape AT taddashehua weightedgenecoexpressionnetworkanalysistoexplorehubgenesofresveratrolbiosynthesisinexocarpandmesocarpofsummerblackgrape AT qiudongliang weightedgenecoexpressionnetworkanalysistoexplorehubgenesofresveratrolbiosynthesisinexocarpandmesocarpofsummerblackgrape AT qiuzhipeng weightedgenecoexpressionnetworkanalysistoexplorehubgenesofresveratrolbiosynthesisinexocarpandmesocarpofsummerblackgrape |