Cargando…

Comparative Proteomic Analysis within the Developmental Stages of the Mushroom White Hypsizygus marmoreus

(1) Background: The white Hypsizygus marmoreus is a popular edible mushroom in East Asia markets. Research on the systematic investigation of the protein expression changes in the cultivation process of this mushroom are few. (2) Methods: Label-free LC-MS/MS quantitative proteomics analysis techniqu...

Descripción completa

Detalles Bibliográficos
Autores principales: Yang, Xiuqing, Lin, Rongmei, Xu, Kang, Guo, Lizhong, Yu, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8704636/
https://www.ncbi.nlm.nih.gov/pubmed/34947046
http://dx.doi.org/10.3390/jof7121064
_version_ 1784621754310721536
author Yang, Xiuqing
Lin, Rongmei
Xu, Kang
Guo, Lizhong
Yu, Hao
author_facet Yang, Xiuqing
Lin, Rongmei
Xu, Kang
Guo, Lizhong
Yu, Hao
author_sort Yang, Xiuqing
collection PubMed
description (1) Background: The white Hypsizygus marmoreus is a popular edible mushroom in East Asia markets. Research on the systematic investigation of the protein expression changes in the cultivation process of this mushroom are few. (2) Methods: Label-free LC-MS/MS quantitative proteomics analysis technique was adopted to obtain the protein expression profiles of six groups of samples collected in different growth stages. A total of 3468 proteins were identified. The UpSetR plot analysis, Pearson correlation coefficient (PCC) analysis, and principal component (PC) analysis were performed to reveal the correlation among the six groups of samples. The differentially expressed proteins (DEPs) were organised by One-way ANOVA test and divided into four clusters. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis were performed to divide the DEPs into different metabolic processes and pathways in each cluster. (3) Results: The DEPs in cluster 1 are of the highest abundance in the mycelium and are mainly involved in protein biosynthesis, biosynthesis of cofactors, lipid metabolism, spliceosome, cell cycle regulation, and MAPK signaling pathway. The DEPs in cluster 2 are enriched in the stem and are mainly associated with protein biosynthesis, biosynthesis of cofactors, carbon, and energy metabolism. The DEPs in cluster 3 are highly expressed in the primordia and unmatured fruiting bodies and are related to amino acids metabolism, carbon and carbohydrate metabolism, protein biosynthesis and processing, biosynthesis of cofactors, cell cycle regulation, MAPK signaling pathway, ubiquitin-mediated proteolysis, and proteasome. The DEPs in cluster 4 are of the highest abundance in the cap and are mainly associated with spliceosome, endocytosis, nucleocytoplasmic transport, protein processing, oxidative phosphorylation, biosynthesis of cofactors, amino acids metabolism, and lipid metabolism. (4) Conclusions: This research reports the proteome analysis of different developmental stages during the cultivation of the commercially relevant edible fungi the white H. marmoreus. In the mycelium stage, most of the DEPs are associated with cell proliferation, signal response, and mycelium growth. In the primordia and unmatured fruiting bodies stage, the DEPs are mainly involved in biomass increase, cell proliferation, signal response, and differentiation. In the mature fruiting body stage, the DEPs in the stem are largely associated with cell elongation and increase in biomass, and most of the DEPs in the cap are mainly related to pileus expansion. Several carbohydrate-active enzymes, transcription factors, heat shock proteins, and some DEPs involved in MAPK and cAMP signaling pathways were determined. These proteins might play vital roles in metabolic processes and activities. This research can add value to the understanding of mechanisms concerning mushroom development during commercial production.
format Online
Article
Text
id pubmed-8704636
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-87046362021-12-25 Comparative Proteomic Analysis within the Developmental Stages of the Mushroom White Hypsizygus marmoreus Yang, Xiuqing Lin, Rongmei Xu, Kang Guo, Lizhong Yu, Hao J Fungi (Basel) Article (1) Background: The white Hypsizygus marmoreus is a popular edible mushroom in East Asia markets. Research on the systematic investigation of the protein expression changes in the cultivation process of this mushroom are few. (2) Methods: Label-free LC-MS/MS quantitative proteomics analysis technique was adopted to obtain the protein expression profiles of six groups of samples collected in different growth stages. A total of 3468 proteins were identified. The UpSetR plot analysis, Pearson correlation coefficient (PCC) analysis, and principal component (PC) analysis were performed to reveal the correlation among the six groups of samples. The differentially expressed proteins (DEPs) were organised by One-way ANOVA test and divided into four clusters. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis were performed to divide the DEPs into different metabolic processes and pathways in each cluster. (3) Results: The DEPs in cluster 1 are of the highest abundance in the mycelium and are mainly involved in protein biosynthesis, biosynthesis of cofactors, lipid metabolism, spliceosome, cell cycle regulation, and MAPK signaling pathway. The DEPs in cluster 2 are enriched in the stem and are mainly associated with protein biosynthesis, biosynthesis of cofactors, carbon, and energy metabolism. The DEPs in cluster 3 are highly expressed in the primordia and unmatured fruiting bodies and are related to amino acids metabolism, carbon and carbohydrate metabolism, protein biosynthesis and processing, biosynthesis of cofactors, cell cycle regulation, MAPK signaling pathway, ubiquitin-mediated proteolysis, and proteasome. The DEPs in cluster 4 are of the highest abundance in the cap and are mainly associated with spliceosome, endocytosis, nucleocytoplasmic transport, protein processing, oxidative phosphorylation, biosynthesis of cofactors, amino acids metabolism, and lipid metabolism. (4) Conclusions: This research reports the proteome analysis of different developmental stages during the cultivation of the commercially relevant edible fungi the white H. marmoreus. In the mycelium stage, most of the DEPs are associated with cell proliferation, signal response, and mycelium growth. In the primordia and unmatured fruiting bodies stage, the DEPs are mainly involved in biomass increase, cell proliferation, signal response, and differentiation. In the mature fruiting body stage, the DEPs in the stem are largely associated with cell elongation and increase in biomass, and most of the DEPs in the cap are mainly related to pileus expansion. Several carbohydrate-active enzymes, transcription factors, heat shock proteins, and some DEPs involved in MAPK and cAMP signaling pathways were determined. These proteins might play vital roles in metabolic processes and activities. This research can add value to the understanding of mechanisms concerning mushroom development during commercial production. MDPI 2021-12-11 /pmc/articles/PMC8704636/ /pubmed/34947046 http://dx.doi.org/10.3390/jof7121064 Text en © 2021 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
Yang, Xiuqing
Lin, Rongmei
Xu, Kang
Guo, Lizhong
Yu, Hao
Comparative Proteomic Analysis within the Developmental Stages of the Mushroom White Hypsizygus marmoreus
title Comparative Proteomic Analysis within the Developmental Stages of the Mushroom White Hypsizygus marmoreus
title_full Comparative Proteomic Analysis within the Developmental Stages of the Mushroom White Hypsizygus marmoreus
title_fullStr Comparative Proteomic Analysis within the Developmental Stages of the Mushroom White Hypsizygus marmoreus
title_full_unstemmed Comparative Proteomic Analysis within the Developmental Stages of the Mushroom White Hypsizygus marmoreus
title_short Comparative Proteomic Analysis within the Developmental Stages of the Mushroom White Hypsizygus marmoreus
title_sort comparative proteomic analysis within the developmental stages of the mushroom white hypsizygus marmoreus
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8704636/
https://www.ncbi.nlm.nih.gov/pubmed/34947046
http://dx.doi.org/10.3390/jof7121064
work_keys_str_mv AT yangxiuqing comparativeproteomicanalysiswithinthedevelopmentalstagesofthemushroomwhitehypsizygusmarmoreus
AT linrongmei comparativeproteomicanalysiswithinthedevelopmentalstagesofthemushroomwhitehypsizygusmarmoreus
AT xukang comparativeproteomicanalysiswithinthedevelopmentalstagesofthemushroomwhitehypsizygusmarmoreus
AT guolizhong comparativeproteomicanalysiswithinthedevelopmentalstagesofthemushroomwhitehypsizygusmarmoreus
AT yuhao comparativeproteomicanalysiswithinthedevelopmentalstagesofthemushroomwhitehypsizygusmarmoreus