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Wang H, Yu J, Zhang X, Zeng Q, Zeng T, Gu L, Zhu B, Yu F, Du X. Genome-Wide Identification and Analysis of Phospholipase C Gene Family Reveals Orthologs, Co-Expression Networks, and Expression Profiling Under Abiotic Stress in Sorghum bicolor. PLANTS (BASEL, SWITZERLAND) 2024; 13:2976. [PMID: 39519895 PMCID: PMC11547881 DOI: 10.3390/plants13212976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 10/12/2024] [Accepted: 10/22/2024] [Indexed: 11/16/2024]
Abstract
Phospholipase C (PLC) is an essential enzyme involved in lipid signaling pathways crucial for regulating plant growth and responding to environmental stress. In sorghum, 11 PLC genes have been identified, comprising 6 PI-PLCs and 5 NPCs. Through phylogenetic and interspecies collinearity analyses, structural similarities between SbPLCs and ZmPLCs proteins have been observed, with a particularly strong collinearity between SbPLCs and OsPLCs. Promoter function analysis has shown that SbPLCs are significantly enriched under abiotic stress and hormonal stimuli, like ABA, jasmonic acid, drought, high temperature, and salt. Gene co-expression networks, constructed using a weighted gene co-expression network analysis (WGCNA), highlight distinct expression patterns of SbPLC1, SbPLC3a, and SbPLC4 in response to abiotic stress, providing further insights into the expression patterns and interactions of SbPLCs under various environmental stimuli. qRT-PCR results reveal variations in expression levels among most SbPLCs members under different stress conditions (drought, NaCl, NaHCO3), hormone treatments (ABA), and developmental stages, indicating both specific and overlapping expression patterns. This comprehensive analysis offers valuable insights into the roles of SbPLCs in sorghum, shedding light on their specific expression patterns, regulatory elements, and protein interactions across different environmental stimuli and developmental stages.
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Affiliation(s)
- Hongcheng Wang
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.W.); (Q.Z.); (T.Z.); (L.G.); (B.Z.)
| | - Junxing Yu
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.W.); (Q.Z.); (T.Z.); (L.G.); (B.Z.)
| | - Xingyu Zhang
- School of Energy and Environment, City University of Hong Kong, Hong Kong 999077, China;
| | - Qian Zeng
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.W.); (Q.Z.); (T.Z.); (L.G.); (B.Z.)
| | - Tuo Zeng
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.W.); (Q.Z.); (T.Z.); (L.G.); (B.Z.)
| | - Lei Gu
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.W.); (Q.Z.); (T.Z.); (L.G.); (B.Z.)
| | - Bin Zhu
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.W.); (Q.Z.); (T.Z.); (L.G.); (B.Z.)
| | - Feng Yu
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.W.); (Q.Z.); (T.Z.); (L.G.); (B.Z.)
| | - Xuye Du
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.W.); (Q.Z.); (T.Z.); (L.G.); (B.Z.)
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Cao Z, Banniza S. Gene co-expression analysis reveals conserved and distinct gene networks between resistant and susceptible Lens ervoides challenged by hemibiotrophic and necrotrophic pathogens. Sci Rep 2024; 14:24967. [PMID: 39443543 PMCID: PMC11499849 DOI: 10.1038/s41598-024-76316-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 10/14/2024] [Indexed: 10/25/2024] Open
Abstract
As field crops are likely to be challenged by multiple pathogens during their development, the investigation of broad-spectrum resistance in the host is of great interest for crop genetic enhancement. In this study, we attempted to address this question by adopting a weighed gene co-expression approach to study the temporal transcriptome dynamics of resistant and susceptible recombinant inbred lines (RILs) derived from an intraspecific Len ervoides cross during the infection process with either the necrotrophic pathogens Ascochyta lentis or Stemphylium botryosum, or the hemibiotrophic pathogen Colletotrichum lentis. By comparing networks of resistant and susceptible RILs, seven network module pairs were found to possess high correlation coefficients (R > 0.70) and large number of overlapping genes (n > 100). The conserved co-regulation of genes in these network module pairs were involved in plant cell wall synthesis, cell division, cytoskeleton organization, and protein ubiquitin related processes and appeared to be common disease responses against these pathogens. On the other hand, we also identified eight modules with low correlation between resistance and susceptibility networks. Among those, a stronger gene co-expression in R-genes and small RNA processes in the resistant hosts may be enhancing L. ervoides resistance against A. lentis, C. lentis, and S. botryosum, whereas the higher level of synergistic regulation in the synthesis of arginine and glutamine and phospholipid and glycerophospholipids in the susceptible hosts may contribute to increased susceptibility in L. ervoides.
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Affiliation(s)
- Zhe Cao
- Department of Plant Sciences, Crop Development Centre, University of Saskatchewan, Saskatoon, SK, S7N 5A8, Canada
| | - Sabine Banniza
- Department of Plant Sciences, Crop Development Centre, University of Saskatchewan, Saskatoon, SK, S7N 5A8, Canada.
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Yang D, Chen H, Zhang Y, Wang Y, Zhai Y, Xu G, Ding Q, Wang M, Zhang QA, Lu X, Yan C. Genome-Wide Identification and Expression Analysis of the Melon Aldehyde Dehydrogenase (ALDH) Gene Family in Response to Abiotic and Biotic Stresses. PLANTS (BASEL, SWITZERLAND) 2024; 13:2939. [PMID: 39458887 PMCID: PMC11510909 DOI: 10.3390/plants13202939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 10/15/2024] [Accepted: 10/16/2024] [Indexed: 10/28/2024]
Abstract
Through the integration of genomic information, transcriptome sequencing data, and bioinformatics methods, we conducted a comprehensive identification of the ALDH gene family in melon. We explored the impact of this gene family on melon growth, development, and their expression patterns in various tissues and under different stress conditions. Our study discovered a total of 17 ALDH genes spread across chromosomes 1, 2, 3, 4, 5, 7, 8, 11, and 12 in the melon genome. Through a phylogenetic analysis, these genes were classified into 10 distinct subfamilies. Notably, genes within the same subfamily exhibited consistent gene structures and conserved motifs. Our study discovered a pair of fragmental duplications within the melon ALDH gene. Furthermore, there was a noticeable collinearity relationship between the melon's ALDH gene and that of Arabidopsis (12 times), and rice (3 times). Transcriptome data reanalysis revealed that some ALDH genes consistently expressed highly across all tissues and developmental stages, while others were tissue- or stage-specific. We analyzed the ALDH gene's expression patterns under six stress types, namely salt, cold, waterlogged, powdery mildew, Fusarium wilt, and gummy stem blight. The results showed differential expression of CmALDH2C4 and CmALDH11A3 under all stress conditions, signifying their crucial roles in melon growth and stress response. RT-qPCR (quantitative reverse transcription PCR) analysis further corroborated these findings. This study paves the way for future genetic improvements in melon molecular breeding.
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Affiliation(s)
- Dekun Yang
- Institute of Vegetables, Anhui Academy of Agricultural Sciences, Hefei 230001, China (Y.Z.)
- Key Laboratory of Genetic Improvement and Ecophysiology of Horticultural Crop, Hefei 230001, China
- Anhui Society for Horticultural Science, Hefei 230001, China
| | - Hongli Chen
- Institute of Vegetables, Anhui Academy of Agricultural Sciences, Hefei 230001, China (Y.Z.)
- Key Laboratory of Genetic Improvement and Ecophysiology of Horticultural Crop, Hefei 230001, China
- Anhui Society for Horticultural Science, Hefei 230001, China
| | - Yu Zhang
- Institute of Vegetables, Anhui Academy of Agricultural Sciences, Hefei 230001, China (Y.Z.)
- Key Laboratory of Genetic Improvement and Ecophysiology of Horticultural Crop, Hefei 230001, China
- College of Agriculture, Anhui Science and Technology University, Fengyang 233100, China
| | - Yan Wang
- Institute of Vegetables, Anhui Academy of Agricultural Sciences, Hefei 230001, China (Y.Z.)
- Key Laboratory of Genetic Improvement and Ecophysiology of Horticultural Crop, Hefei 230001, China
| | - Yongqi Zhai
- Institute of Vegetables, Anhui Academy of Agricultural Sciences, Hefei 230001, China (Y.Z.)
- Key Laboratory of Genetic Improvement and Ecophysiology of Horticultural Crop, Hefei 230001, China
| | - Gang Xu
- Institute of Vegetables, Anhui Academy of Agricultural Sciences, Hefei 230001, China (Y.Z.)
- Key Laboratory of Genetic Improvement and Ecophysiology of Horticultural Crop, Hefei 230001, China
| | - Qiangqiang Ding
- Institute of Vegetables, Anhui Academy of Agricultural Sciences, Hefei 230001, China (Y.Z.)
- Key Laboratory of Genetic Improvement and Ecophysiology of Horticultural Crop, Hefei 230001, China
| | - Mingxia Wang
- Institute of Vegetables, Anhui Academy of Agricultural Sciences, Hefei 230001, China (Y.Z.)
- Key Laboratory of Genetic Improvement and Ecophysiology of Horticultural Crop, Hefei 230001, China
| | - Qi-an Zhang
- Institute of Vegetables, Anhui Academy of Agricultural Sciences, Hefei 230001, China (Y.Z.)
- Key Laboratory of Genetic Improvement and Ecophysiology of Horticultural Crop, Hefei 230001, China
| | - Xiaomin Lu
- College of Agriculture, Anhui Science and Technology University, Fengyang 233100, China
| | - Congsheng Yan
- Institute of Vegetables, Anhui Academy of Agricultural Sciences, Hefei 230001, China (Y.Z.)
- Key Laboratory of Genetic Improvement and Ecophysiology of Horticultural Crop, Hefei 230001, China
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Wang J, Duan X, Li J, Yuan W, Si H, Zhang J, Song J, Chen S, Wang Z, Liao S. Pinonic Acid Derivatives Containing Thiourea Motif: Promising Antifungal Lead Compound Targeting Cellular Barrier of Colletotrichum fructicola. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024. [PMID: 39356831 DOI: 10.1021/acs.jafc.4c04448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/04/2024]
Abstract
In order to explore novel antifungal lead compounds from plant essential oil, thirty-two pinonic acid derivatives containing thiourea groups were designed and synthesized using α-pinene as a raw material. One of these pinonic acid derivatives compound 3a exhibited noteworthy in vitro antifungal activity against Colletotrichum fructicola (EC50 = 9.22 mg/L), which was comparable to that of the positive control kresoxim-methyl (EC50 = 9.69 mg/L). Structure-activity relationship (SAR) studies demonstrated that the introduction of thiourea groups, F atoms, and Cl atoms into the structure of pinonic acid derivatives significantly improved their antifungal activity. The in vivo antifungal test revealed that compound 3a could effectively control pear anthracnose. It also proved that compound 3a showed low acute oral toxicity to honeybees (LD50 > 100 μg/bee) and low or no cytotoxicity to LO2 and HEK293 cell lines. The preliminary mechanism of action studies revealed that compound 3a caused mycelium deformity, increased cell membrane permeability, blocked the normal process of phospholipase C on the cell membrane, and reduced mycelium protein content. The results of molecular docking studies demonstrated the stable binding of compound 3a to phospholipase C and chitin synthetase. This study suggested that compound 3a could be used as a promising lead compound for the development of novel antifungal agents targeting the cellular barrier of C. fructicola.
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Affiliation(s)
- Jiulong Wang
- East China Woody Fragrance and Flavor Engineering Research Center of National Forestry and Grassland Administration, Jiangxi Provincial Key Laboratory of Improved Variety Breeding and Efficient Utilization of Native Tree Species, College of Forestry, Jiangxi Agricultural University, Nanchang 330045, People's Republic of China
| | - Xinying Duan
- Yichun Forestry Bureau, Yichun 336099, People's Republic of China
| | - Jing Li
- East China Woody Fragrance and Flavor Engineering Research Center of National Forestry and Grassland Administration, Jiangxi Provincial Key Laboratory of Improved Variety Breeding and Efficient Utilization of Native Tree Species, College of Forestry, Jiangxi Agricultural University, Nanchang 330045, People's Republic of China
| | - Wenjing Yuan
- East China Woody Fragrance and Flavor Engineering Research Center of National Forestry and Grassland Administration, Jiangxi Provincial Key Laboratory of Improved Variety Breeding and Efficient Utilization of Native Tree Species, College of Forestry, Jiangxi Agricultural University, Nanchang 330045, People's Republic of China
| | - Hongyan Si
- East China Woody Fragrance and Flavor Engineering Research Center of National Forestry and Grassland Administration, Jiangxi Provincial Key Laboratory of Improved Variety Breeding and Efficient Utilization of Native Tree Species, College of Forestry, Jiangxi Agricultural University, Nanchang 330045, People's Republic of China
| | - Ji Zhang
- East China Woody Fragrance and Flavor Engineering Research Center of National Forestry and Grassland Administration, Jiangxi Provincial Key Laboratory of Improved Variety Breeding and Efficient Utilization of Native Tree Species, College of Forestry, Jiangxi Agricultural University, Nanchang 330045, People's Republic of China
| | - Jie Song
- Department of Natural Sciences, University of Michigan-Flint, Flint, Michigan 48502, United States
| | - Shangxing Chen
- East China Woody Fragrance and Flavor Engineering Research Center of National Forestry and Grassland Administration, Jiangxi Provincial Key Laboratory of Improved Variety Breeding and Efficient Utilization of Native Tree Species, College of Forestry, Jiangxi Agricultural University, Nanchang 330045, People's Republic of China
| | - Zongde Wang
- East China Woody Fragrance and Flavor Engineering Research Center of National Forestry and Grassland Administration, Jiangxi Provincial Key Laboratory of Improved Variety Breeding and Efficient Utilization of Native Tree Species, College of Forestry, Jiangxi Agricultural University, Nanchang 330045, People's Republic of China
| | - Shengliang Liao
- East China Woody Fragrance and Flavor Engineering Research Center of National Forestry and Grassland Administration, Jiangxi Provincial Key Laboratory of Improved Variety Breeding and Efficient Utilization of Native Tree Species, College of Forestry, Jiangxi Agricultural University, Nanchang 330045, People's Republic of China
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Prokisch J, Ferroudj A, Labidi S, El-Ramady H, Brevik EC. Biological Nano-Agrochemicals for Crop Production as an Emerging Way to Address Heat and Associated Stresses. NANOMATERIALS (BASEL, SWITZERLAND) 2024; 14:1253. [PMID: 39120358 PMCID: PMC11314061 DOI: 10.3390/nano14151253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Revised: 07/21/2024] [Accepted: 07/24/2024] [Indexed: 08/10/2024]
Abstract
Climate change is a global problem facing all aspects of the agricultural sector. Heat stress due to increasing atmospheric temperature is one of the most common climate change impacts on agriculture. Heat stress has direct effects on crop production, along with indirect effects through associated problems such as drought, salinity, and pathogenic stresses. Approaches reported to be effective to mitigate heat stress include nano-management. Nano-agrochemicals such as nanofertilizers and nanopesticides are emerging approaches that have shown promise against heat stress, particularly biogenic nano-sources. Nanomaterials are favorable for crop production due to their low toxicity and eco-friendly action. This review focuses on the different stresses associated with heat stress and their impacts on crop production. Nano-management of crops under heat stress, including the application of biogenic nanofertilizers and nanopesticides, are discussed. The potential and limitations of these biogenic nano-agrochemicals are reviewed. Potential nanotoxicity problems need more investigation at the local, national, and global levels, as well as additional studies into biogenic nano-agrochemicals and their effects on soil, plant, and microbial properties and processes.
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Affiliation(s)
- József Prokisch
- Nanofood Laboratory, Department of Animal Husbandry, Institute of Animal Science, Biotechnology and Nature Conservation, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, 138 Böszörményi Street, 4032 Debrecen, Hungary; (J.P.); (A.F.); (S.L.); (H.E.-R.)
| | - Aya Ferroudj
- Nanofood Laboratory, Department of Animal Husbandry, Institute of Animal Science, Biotechnology and Nature Conservation, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, 138 Böszörményi Street, 4032 Debrecen, Hungary; (J.P.); (A.F.); (S.L.); (H.E.-R.)
| | - Safa Labidi
- Nanofood Laboratory, Department of Animal Husbandry, Institute of Animal Science, Biotechnology and Nature Conservation, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, 138 Böszörményi Street, 4032 Debrecen, Hungary; (J.P.); (A.F.); (S.L.); (H.E.-R.)
| | - Hassan El-Ramady
- Nanofood Laboratory, Department of Animal Husbandry, Institute of Animal Science, Biotechnology and Nature Conservation, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, 138 Böszörményi Street, 4032 Debrecen, Hungary; (J.P.); (A.F.); (S.L.); (H.E.-R.)
- Soil and Water Department, Faculty of Agriculture, Kafrelsheikh University, Kafr El-Sheikh 33516, Egypt
| | - Eric C. Brevik
- College of Agricultural, Life, and Physical Sciences, Southern Illinois University, Carbondale, IL 62901, USA
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van Hooren M, van Wijk R, Vaseva II, Van Der Straeten D, Haring M, Munnik T. Ectopic Expression of Distinct PLC Genes Identifies 'Compactness' as a Possible Architectural Shoot Strategy to Cope with Drought Stress. PLANT & CELL PHYSIOLOGY 2024; 65:885-903. [PMID: 37846160 PMCID: PMC11209554 DOI: 10.1093/pcp/pcad123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 09/13/2023] [Accepted: 11/13/2023] [Indexed: 10/18/2023]
Abstract
Phospholipase C (PLC) has been implicated in several stress responses, including drought. Overexpression (OE) of PLC has been shown to improve drought tolerance in various plant species. Arabidopsis contains nine PLC genes, which are subdivided into four clades. Earlier, OE of PLC3, PLC5 or PLC7 was found to increase Arabidopsis' drought tolerance. Here, we confirm this for three other PLCs: PLC2, the only constitutively expressed AtPLC; PLC4, reported to have reduced salt tolerance and PLC9, of which the encoded enzyme was presumed to be catalytically inactive. To compare each PLC and to discover any other potential phenotype, two independent OE lines of six AtPLC genes, representing all four clades, were simultaneously monitored with the GROWSCREEN-FLUORO phenotyping platform, under both control- and mild-drought conditions. To investigate which tissues were most relevant to achieving drought survival, we additionally expressed AtPLC5 using 13 different cell- or tissue-specific promoters. While no significant differences in plant size, biomass or photosynthesis were found between PLC lines and wild-type (WT) plants, all PLC-OE lines, as well as those tissue-specific lines that promoted drought survival, exhibited a stronger decrease in 'convex hull perimeter' (= increase in 'compactness') under water deprivation compared to WT. Increased compactness has not been associated with drought or decreased water loss before although a hyponastic decrease in compactness in response to increased temperatures has been associated with water loss. We propose that the increased compactness could lead to decreased water loss and potentially provide a new breeding trait to select for drought tolerance.
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Affiliation(s)
- Max van Hooren
- Plant Cell Biology, Swammerdam Institute for Life Sciences, University of Amsterdam, PO Box 1210, Amsterdam 1000BE, The Netherlands
| | - Ringo van Wijk
- Plant Cell Biology, Swammerdam Institute for Life Sciences, University of Amsterdam, PO Box 1210, Amsterdam 1000BE, The Netherlands
| | - Irina I Vaseva
- Laboratory of Functional Plant Biology, Department of Biology, Ghent University, K.L. Ledeganckstraat 35, Ghent B-9000, Belgium
| | - Dominique Van Der Straeten
- Laboratory of Functional Plant Biology, Department of Biology, Ghent University, K.L. Ledeganckstraat 35, Ghent B-9000, Belgium
| | - Michel Haring
- Plant Physiology, Swammerdam Institute for Life Sciences, University of Amsterdam, PO Box 1210, Amsterdam 1000BE, The Netherlands
| | - Teun Munnik
- Plant Cell Biology, Swammerdam Institute for Life Sciences, University of Amsterdam, PO Box 1210, Amsterdam 1000BE, The Netherlands
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Zhang Y, Yang J, Wang S, Chen Y, Zhang G. TMT-Based Proteomic Analysis Reveals the Molecular Mechanisms of Sodium Pheophorbide A against Black Spot Needle Blight Caused by Pestalotiopsis neglecta in Pinus sylvestris var. mongolica. J Fungi (Basel) 2024; 10:102. [PMID: 38392774 PMCID: PMC10889695 DOI: 10.3390/jof10020102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 01/23/2024] [Accepted: 01/25/2024] [Indexed: 02/24/2024] Open
Abstract
Black spot needle blight is a minor disease in Mongolian Scots pine (Pinus sylvestris var. mongolica) caused by Pestalotiopsis neglecta, but it can cause economic losses in severe cases. Sodium pheophorbide a (SPA), an intermediate product of the chlorophyll metabolism pathway, is a compound with photoactivated antifungal activity, which has been previously shown to inhibit the growth of P. neglecta. In this study, SPA significantly reduced the incidence and disease index and enhanced the chlorophyll content and antioxidant enzyme activities of P. sylvestris var. mongolica. To further study the molecular mechanism of the inhibition, we conducted a comparative proteomic analysis of P. neglecta mycelia with and without SPA treatment. The cellular proteins were obtained from P. neglecta mycelial samples and subjected to a tandem mass tag (TMT)-labelling LC-MS/MS analysis. Based on the results of de novo transcriptome assembly, 613 differentially expressed proteins (DEPs) (p < 0.05) were identified, of which 360 were upregulated and 253 downregulated. The 527 annotated DEPs were classified into 50 functional groups according to Gene Ontology and linked to 256 different pathways using the Kyoto Encyclopedia of Genes and Genomes database as a reference. A joint analysis of the transcriptome and proteomics results showed that the top three pathways were Amino acid metabolism, Carbohydrate metabolism, and Lipid metabolism. These results provide new viewpoints into the molecular mechanism of the inhibition of P. neglecta by SPA at the protein level and a theoretical basis for evaluating SPA as an antifungal agent to protect forests.
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Affiliation(s)
- Yundi Zhang
- Heilongjiang Province Key Laboratory of Forest Protection, School of Forest, Northeast Forestry University, Harbin 150040, China
| | - Jing Yang
- Heilongjiang Province Key Laboratory of Forest Protection, School of Forest, Northeast Forestry University, Harbin 150040, China
- College of Forestry, Guizhou University, Guiyang 550025, China
| | - Shuren Wang
- Heilongjiang Province Key Laboratory of Forest Protection, School of Forest, Northeast Forestry University, Harbin 150040, China
| | - Yunze Chen
- Heilongjiang Province Key Laboratory of Forest Protection, School of Forest, Northeast Forestry University, Harbin 150040, China
- School of Biological Sciences, Guizhou Education University, Guiyang 550018, China
| | - Guocai Zhang
- Heilongjiang Province Key Laboratory of Forest Protection, School of Forest, Northeast Forestry University, Harbin 150040, China
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