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Yan S, Li J, Zhang Q, Jia S, Zhang Q, Wang R, Ju M, Gu P. Transcriptional Response of Wolfberry to Infestation with the Endophytic Fusarium nematophilum Strain NQ8GII4. PLANT DISEASE 2024; 108:1514-1525. [PMID: 38050402 DOI: 10.1094/pdis-07-23-1397-re] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/06/2023]
Abstract
Fusarium nematophilum NQ8GII4 is an endophytic fungus isolated from the root of healthy wolfberry (Lycium barbarum). Previous studies have reported that NQ8GII4 could dwell in wolfberry roots and enhance the defense responses in wolfberry against root rot, which is caused by F. oxysporum. To further elucidate the molecular mechanism of wolfberry disease resistance induced by NQ8GII4, in the present study, we adopted RNA sequencing analysis to profile the transcriptome of wolfberry response to NQ8GII4 infestation over a time course of 3 and 7 days postinoculation. Gene ontology enrichment analysis revealed that differentially expressed genes (DEGs) were enriched in biological regulation, response to stimulus, signaling, detoxification, immune system process, transporter activity, electron carrier activity, transcription factor activity, nucleic acid binding transcription factor, and antioxidant activity. Through Kyoto Encyclopedia of Genes and Genomes analysis, it was found that many of these DEGs were enriched in pathways related to plant-pathogen interactions, hormone signal transduction, and the phenylpropanoid biosynthesis pathway in wolfberry. This result suggested that innate immunity, phytohormone signaling, and numerous phenylpropanoid compounds comprise a complex defense network in wolfberry. Chloroplast 50S ribosomal proteins were consistently located at the core position of the response in wolfberry following infestation with NQ8GII4 analyzed by the protein-protein interaction network. This study elucidated the molecular mechanism underlying the interaction between NQ8GII4 and wolfberry, clarified the wolfberry immune response network to endophytic fungi infestation, identified candidate resistance genes in wolfberry, and provided a fundamental date for subsequent work.
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Affiliation(s)
- Siyuan Yan
- College of Forestry and Prataculture, Ningxia University, Yinchuan 750021, China
| | - Jin Li
- School of Agriculture, Ningxia University, Yinchuan 750021, China
| | - Qingchen Zhang
- Department of Pharmacotherapy and Translational Research, University of Florida, Gainesville, FL 32611, U.S.A
| | - Shuxin Jia
- School of Agriculture, Ningxia University, Yinchuan 750021, China
| | - Qiangqiang Zhang
- College of Forestry and Prataculture, Ningxia University, Yinchuan 750021, China
| | - Ruotong Wang
- School of Agriculture, Ningxia University, Yinchuan 750021, China
| | - Mingxiu Ju
- College of Forestry and Prataculture, Ningxia University, Yinchuan 750021, China
| | - Peiwen Gu
- College of Forestry and Prataculture, Ningxia University, Yinchuan 750021, China
- School of Agriculture, Ningxia University, Yinchuan 750021, China
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Shivnauth V, Pretheepkumar S, Marchetta EJR, Rossi CAM, Amani K, Castroverde CDM. Structural diversity and stress regulation of the plant immunity-associated CALMODULIN-BINDING PROTEIN 60 (CBP60) family of transcription factors in Solanum lycopersicum (tomato). Funct Integr Genomics 2023; 23:236. [PMID: 37439880 DOI: 10.1007/s10142-023-01172-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 06/23/2023] [Accepted: 07/08/2023] [Indexed: 07/14/2023]
Abstract
Cellular signaling generates calcium (Ca2+) ions, which are ubiquitous secondary messengers decoded by calcium-dependent protein kinases, calcineurins, calreticulin, calmodulins (CAMs), and CAM-binding proteins. Previous studies in the model plant Arabidopsis thaliana have shown the critical roles of the CAM-BINDING PROTEIN 60 (CBP60) protein family in plant growth, stress responses, and immunity. Certain CBP60 factors can regulate plant immune responses, like pattern-triggered immunity, effector-triggered immunity, and synthesis of major plant immune-activating metabolites salicylic acid (SA) and N-hydroxypipecolic acid (NHP). Although homologous CBP60 sequences have been identified in the plant kingdom, their function and regulation in most species remain unclear. In this paper, we specifically characterized 11 members of the CBP60 family in the agriculturally important crop tomato (Solanum lycopersicum). Protein sequence analyses revealed that three CBP60 homologs have the closest amino acid identity to Arabidopsis CBP60g and SARD1, master transcription factors involved in plant immunity. Strikingly, AlphaFold deep learning-assisted prediction of protein structures highlighted close structural similarity between these tomato and Arabidopsis CBP60 homologs. Conserved domain analyses revealed that they possess CAM-binding domains and DNA-binding domains, reflecting their potential involvement in linking Ca2+ signaling and transcriptional regulation in tomato plants. In terms of their gene expression profiles under biotic (Pseudomonas syringae pv. tomato DC3000 pathogen infection) and/or abiotic stress (warming temperatures), five tomato CBP60 genes were pathogen-responsive and temperature-sensitive, reminiscent of Arabidopsis CBP60g and SARD1. Overall, we present a genome-wide identification of the CBP60 gene/protein family in tomato plants, and we provide evidence on their regulation and potential function as Ca2+-sensing transcriptional regulators.
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Affiliation(s)
- Vanessa Shivnauth
- Department of Biology, Wilfrid Laurier University, Waterloo, ON, N2L 3C5, Canada
| | - Sonya Pretheepkumar
- Department of Biology, Wilfrid Laurier University, Waterloo, ON, N2L 3C5, Canada
| | - Eric J R Marchetta
- Department of Biology, Wilfrid Laurier University, Waterloo, ON, N2L 3C5, Canada
| | - Christina A M Rossi
- Department of Biology, Wilfrid Laurier University, Waterloo, ON, N2L 3C5, Canada
| | - Keaun Amani
- Department of Biology, Wilfrid Laurier University, Waterloo, ON, N2L 3C5, Canada
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Peng R, Sun S, Li N, Kong L, Chen Z, Wang P, Xu L, Wang H, Geng X. Physiological and transcriptome profiling revealed defense networks during Cladosporium fulvum and tomato interaction at the early stage. FRONTIERS IN PLANT SCIENCE 2022; 13:1085395. [PMID: 36561446 PMCID: PMC9763619 DOI: 10.3389/fpls.2022.1085395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 11/21/2022] [Indexed: 06/17/2023]
Abstract
Tomato leaf mold caused by Cladosporium fulvum (C. fulvum) is a serious fungal disease which results in huge yield losses in tomato cultivation worldwide. In our study, we discovered that ROS (reactive oxygen species) burst was triggered by C. fulvum treatment in tomato leaves. RNA-sequencing was used to identify differentially expressed genes (DEGs) induced by C. fulvum inoculation at the early stage of invasion in susceptible tomato plants. Gene ontology (GO) terms and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases were used to annotate functions of DEGs in tomato plants. Based on our comparative analysis, DEGs related to plant-pathogen interaction pathway, plant hormone signal transduction pathway and the plant phenylpropanoid pathway were further analyzed. Our results discovered that a number of core defense genes against fungal invasion were induced and plant hormone signal transduction pathways were impacted by C. fulvum inoculation. Further, our results showed that SA (salicylic acid) and ABA (abscisic acid) contents were accumulated while JA (jasmonic acid) content decreased after C. fulvum inoculation in comparison with control, and quantitative real-time PCR to detect the relative expression of genes involved in SA, ABA and JA signaling pathway further confirmed our results. Together, results will contribute to understanding the mechanisms of C. fulvum and tomato interaction in future.
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Affiliation(s)
- Rong Peng
- College of Horticulture, Shanxi Agricultural University, Jinzhong, Shanxi, China
| | - Sheng Sun
- College of Horticulture, Shanxi Agricultural University, Jinzhong, Shanxi, China
| | - Na Li
- College of Horticulture, Shanxi Agricultural University, Jinzhong, Shanxi, China
- School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China
| | - Lingjuan Kong
- Vegetable Department, Shanghai Agricultural Technology Extension and Service Center, Shanghai, China
| | - Zhifeng Chen
- College of Biology and Agricultural Technology, Zunyi Normal University, Zunyi, China
| | - Peng Wang
- College of Horticulture, Shanxi Agricultural University, Jinzhong, Shanxi, China
- School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China
| | - Lurong Xu
- School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China
| | - Hehe Wang
- Clemson University, Edisto Research and Education Center, Blackville, SC, United States
| | - Xueqing Geng
- School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China
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Singh J, Aggarwal R, Bashyal BM, Darshan K, Meena BR, Yadav J, Saharan MS, Hussain Z. Temporal transcriptome of tomato elucidates the signaling pathways of induced systemic resistance and systemic acquired resistance activated by Chaetomium globosum. Front Genet 2022; 13:1048578. [PMID: 36467997 PMCID: PMC9716087 DOI: 10.3389/fgene.2022.1048578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 10/31/2022] [Indexed: 11/19/2022] Open
Abstract
C. globosum is an endophytic fungus, which is recorded effective against several fungal and bacterial diseases in plants. The exclusively induce defense as mechanism of biocontrol for C. globosum against phyto-pathogens is reported. Our pervious study states the effectiveness of induced defense by C. globosum (Cg), in tomato against Alternaria solani. In this study the temporal transcriptome analysis of tomato plants after treatment with C. globosum was performed for time points at 0 hpCi, 12 hpCi, 24 hpCi and 96 phCi. The temporal expression analysis of genes belonging to defense signaling pathways indicates the maximum expression of genes at 12 h post Cg inoculation. The sequential progression in JA signaling pathway is marked by upregulation of downstream genes (Solyc10g011660, Solyc01g005440) of JA signaling at 24 hpCi and continued to express at same level upto 96 hpCi. However, the NPR1 (Solyc07g040690), the key regulator of SA signaling is activated at 12 h and repressed in later stages. The sequential expression of phenylpropanoid pathway genes (Solyc09g007920, Solyc12g011330, Solyc05g047530) marks the activation of pathway with course of time after Cg treatment that results in lignin formation. The plant defense signaling progresses in sequential manner with time course after Cg treatment. The results revealed the involvement of signaling pathways of ISR and SAR in systemic resistance induced by Cg in tomato, but with temporal variation.
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Affiliation(s)
- Jagmohan Singh
- Division of Plant Pathology, ICAR- Indian Agricultural Research Institute, New Delhi, India
- Guru Angad Dev Veterinary and Animal Sciences University- Krishi Vigyan Kendra, Barnala, India
| | - Rashmi Aggarwal
- Division of Plant Pathology, ICAR- Indian Agricultural Research Institute, New Delhi, India
- *Correspondence: Rashmi Aggarwal,
| | - Bishnu Maya Bashyal
- Division of Plant Pathology, ICAR- Indian Agricultural Research Institute, New Delhi, India
| | - K. Darshan
- Division of Plant Pathology, ICAR- Indian Agricultural Research Institute, New Delhi, India
- Forest Protection Division, ICFRE-TFRI, Jabalpur, Madhya Pradesh, India
| | | | - Jagdish Yadav
- Division of Plant Pathology, ICAR- Indian Agricultural Research Institute, New Delhi, India
| | - M. S. Saharan
- Division of Plant Pathology, ICAR- Indian Agricultural Research Institute, New Delhi, India
| | - Zakir Hussain
- Division of Vegetable Science, ICAR- IARI, New Delhi, India
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Zhang L, Song J, Peng L, Xie W, Li S, Wang J. Comprehensive Biochemical, Physiological, and Transcriptomic Analyses Provide Insights Into Floral Bud Dormancy in Rhododendron delavayi Franch. Front Genet 2022; 13:856922. [PMID: 35656313 PMCID: PMC9152171 DOI: 10.3389/fgene.2022.856922] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 04/19/2022] [Indexed: 01/17/2023] Open
Abstract
Due to a scarcity of relevant data, the ornamental woody flower Rhododendron delavayi Franch. is examined in the current study for its low temperature-induced floral bud dormancy (late October-end December) aspect. This study used transcriptome data profiling and co-expression network analyses to identify the interplay between endogenous hormones and bud dormancy phases such as pre-dormancy, para-dormancy, endo-dormancy, eco-dormancy, and dormancy release. The biochemical and physiological assays revealed the significance of the abundance of phytohormones (abscisic acid, auxin, zeatin, and gibberellins), carbohydrate metabolism, oxidative species, and proteins (soluble proteins, proline, and malondialdehyde) in the regulatory mechanism of floral bud dormancy. The transcriptome sequencing generated 65,531 transcripts, out of which 504, 514, 307, and 240 expressed transcripts were mapped uniquely to pre-, para-, endo-, and eco-phases of dormancy, showing their roles in the stimulation of dormancy. The transcripts related to LEA29, PGM, SAUR family, RPL9e, ATRX, FLOWERING LOCUS T, SERK1, ABFs, ASR2, and GID1 were identified as potential structural genes involved in floral bud dormancy. The transcription factors, including Zinc fingers, CAD, MADS-box family, MYB, and MYC2, revealed their potential regulatory roles concerning floral bud dormancy. The gene co-expression analysis highlighted essential hub genes involved in cold stress adaptations encoding proteins, viz, SERPIN, HMA, PMEI, LEA_2, TRX, PSBT, and AMAT. We exposed the connection among low temperature-induced dormancy in floral buds, differentially expressed genes, and hub genes via strict screening steps to escalate the confidence in selected genes as being truly putative in the pathways regulating bud dormancy mechanism. The identified candidate genes may prove worthy of further in-depth studies on molecular mechanisms involved in floral bud dormancy of Rhododendron species.
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Affiliation(s)
- Lu Zhang
- Flower Research Institute of Yunnan Academy of Agricultural Sciences, Kunming, China.,National Engineering Research Center for Ornamental Horticulture, Kunming, China
| | - Jie Song
- Flower Research Institute of Yunnan Academy of Agricultural Sciences, Kunming, China.,National Engineering Research Center for Ornamental Horticulture, Kunming, China
| | - Lvchun Peng
- Flower Research Institute of Yunnan Academy of Agricultural Sciences, Kunming, China.,National Engineering Research Center for Ornamental Horticulture, Kunming, China
| | - Weijia Xie
- Flower Research Institute of Yunnan Academy of Agricultural Sciences, Kunming, China.,National Engineering Research Center for Ornamental Horticulture, Kunming, China
| | - Shifeng Li
- Flower Research Institute of Yunnan Academy of Agricultural Sciences, Kunming, China.,National Engineering Research Center for Ornamental Horticulture, Kunming, China
| | - Jihua Wang
- Flower Research Institute of Yunnan Academy of Agricultural Sciences, Kunming, China.,National Engineering Research Center for Ornamental Horticulture, Kunming, China
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Spinelli V, Brasili E, Sciubba F, Ceci A, Giampaoli O, Miccheli A, Pasqua G, Persiani AM. Biostimulant Effects of Chaetomium globosum and Minimedusa polyspora Culture Filtrates on Cichorium intybus Plant: Growth Performance and Metabolomic Traits. FRONTIERS IN PLANT SCIENCE 2022; 13:879076. [PMID: 35646045 PMCID: PMC9134003 DOI: 10.3389/fpls.2022.879076] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 04/11/2022] [Indexed: 06/12/2023]
Abstract
In this study, we investigated the biostimulant effect of fungal culture filtrates obtained from Chaetomium globosum and Minimedusa polyspora on growth performance and metabolomic traits of chicory (Cichorium intybus) plants. For the first time, we showed that M. polyspora culture filtrate exerts a direct plant growth-promoting effect through an increase of biomass, both in shoots and roots, and of the leaf area. Conversely, no significant effect on morphological traits and biomass yield was observed in C. intybus plants treated with C. globosum culture filtrate. Based on 1H-NMR metabolomics data, differential metabolites and their related metabolic pathways were highlighted. The treatment with C. globosum and M. polyspora culture filtrates stimulated a common response in C. intybus roots involving the synthesis of 3-OH-butyrate through the decrease in the synthesis of fatty acids and sterols, as a mechanism balancing the NADPH/NADP+ ratio. The fungal culture filtrates differently triggered the phenylpropanoid pathway in C. intybus plants: C. globosum culture filtrate increased phenylalanine and chicoric acid in the roots, whereas M. polyspora culture filtrate stimulated an increase of 4-OH-benzoate. Chicoric acid, whose biosynthetic pathway in the chicory plant is putative and still not well known, is a very promising natural compound playing an important role in plant defense. On the contrary, benzoic acids serve as precursors for a wide variety of essential compounds playing crucial roles in plant fitness and defense response activation. To the best of our knowledge, this is the first study that shows the biostimulant effect of C. globosum and M. polyspora culture filtrates on C. intybus growth and metabolome, increasing the knowledge on fungal bioresources for the development of biostimulants.
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Affiliation(s)
- Veronica Spinelli
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
| | - Elisa Brasili
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
- NMR-Based Metabolomics Laboratory (NMLab), Sapienza University of Rome, Rome, Italy
| | - Fabio Sciubba
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
- NMR-Based Metabolomics Laboratory (NMLab), Sapienza University of Rome, Rome, Italy
| | - Andrea Ceci
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
| | - Ottavia Giampaoli
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
- NMR-Based Metabolomics Laboratory (NMLab), Sapienza University of Rome, Rome, Italy
| | - Alfredo Miccheli
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
- NMR-Based Metabolomics Laboratory (NMLab), Sapienza University of Rome, Rome, Italy
| | - Gabriella Pasqua
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
- NMR-Based Metabolomics Laboratory (NMLab), Sapienza University of Rome, Rome, Italy
| | - Anna Maria Persiani
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
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