Yang Xiuqing, Lin Rongmei, Xu Kang, Guo Lizhong, Yu Hao
Shandong Provincial Key Laboratory of Applied Mycology, School of Life Sciences, Qingdao Agricultural University, 700 Changcheng Road, Chengyang District, Qingdao 266109, China.
Hubei Insect Resources Utilization and Sustainable Pest Management Key Laboratory, College of Plant Science & Technology, Huazhong Agricultural University, Shizishan Street, Wuhan 430070, China.
J Fungi (Basel). 2021 Dec 11;7(12):1064. doi: 10.3390/jof7121064.
(1) Background: The white 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 . 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.
(1) 背景:白蘑菇是东亚市场上一种受欢迎的食用蘑菇。关于该蘑菇栽培过程中蛋白质表达变化的系统研究较少。(2) 方法:采用无标记液相色谱 - 串联质谱定量蛋白质组学分析技术,获取不同生长阶段采集的六组样品的蛋白质表达谱。共鉴定出3468种蛋白质。进行了UpSetR图分析、皮尔逊相关系数(PCC)分析和主成分(PC)分析,以揭示六组样品之间的相关性。通过单因素方差分析对差异表达蛋白(DEP)进行整理,并分为四个簇。进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)分析,将每个簇中的DEP分为不同的代谢过程和途径。(3) 结果:簇1中的DEP在菌丝体中丰度最高,主要参与蛋白质生物合成、辅因子生物合成、脂质代谢、剪接体、细胞周期调控和丝裂原活化蛋白激酶(MAPK)信号通路。簇2中的DEP在菌柄中富集,主要与蛋白质生物合成、辅因子生物合成、碳和能量代谢有关。簇3中的DEP在原基和未成熟子实体中高表达,与氨基酸代谢、碳和碳水化合物代谢、蛋白质生物合成与加工、辅因子生物合成、细胞周期调控、MAPK信号通路、泛素介导的蛋白质水解和蛋白酶体有关。簇4中的DEP在菌盖中丰度最高,主要与剪接体、胞吞作用、核质运输、蛋白质加工、氧化磷酸化、辅因子生物合成、氨基酸代谢和脂质代谢有关。(4) 结论:本研究报道了商业相关食用真菌白蘑菇栽培过程中不同发育阶段的蛋白质组分析。在菌丝体阶段,大多数DEP与细胞增殖、信号响应和菌丝体生长有关。在原基和未成熟子实体阶段,DEP主要参与生物量增加、细胞增殖、信号响应和分化。在成熟子实体阶段,菌柄中的DEP主要与细胞伸长和生物量增加有关,菌盖中的大多数DEP主要与菌盖扩展有关。确定了几种碳水化合物活性酶、转录因子、热休克蛋白以及一些参与MAPK和环磷酸腺苷(cAMP)信号通路的DEP。这些蛋白质可能在代谢过程和活动中发挥重要作用。本研究可为理解商业生产过程中蘑菇发育的机制提供价值。