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Nagappan J, Ooi SE, Chan KL, Kadri F, Nurazah Z, Halim MAA, Angel LPL, Sundram S, Chin CF, May ST, Low ETL. Transcriptional effects of carbon and nitrogen starvation on Ganoderma boninense, an oil palm phytopathogen. Mol Biol Rep 2024; 51:212. [PMID: 38273212 DOI: 10.1007/s11033-023-09054-4] [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: 05/22/2023] [Accepted: 10/24/2023] [Indexed: 01/27/2024]
Abstract
BACKGROUND Ganoderma boninense is a phytopathogen of oil palm, causing basal and upper stem rot diseases. METHODS The genome sequence was used as a reference to study gene expression during growth in a starved carbon (C) and nitrogen (N) environment with minimal sugar and sawdust as initial energy sources. This study was conducted to mimic possible limitations of the C-N nutrient sources during the growth of G. boninense in oil palm plantations. RESULTS Genome sequencing of an isolate collected from a palm tree in West Malaysia generated an assembly of 67.12 Mb encoding 19,851 predicted genes. Transcriptomic analysis from a time course experiment during growth in this starvation media identified differentially expressed genes (DEGs) that were found to be associated with 29 metabolic pathways. During the active growth phase, 26 DEGs were related to four pathways, including secondary metabolite biosynthesis, carbohydrate metabolism, glycan metabolism and mycotoxin biosynthesis. G. boninense genes involved in the carbohydrate metabolism pathway that contribute to the degradation of plant cell walls were up-regulated. Interestingly, several genes associated with the mycotoxin biosynthesis pathway were identified as playing a possible role in pathogen-host interaction. In addition, metabolomics analysis revealed six metabolites, maltose, xylobiose, glucooligosaccharide, glycylproline, dimethylfumaric acid and arabitol that were up-regulated on Day2 of the time course experiment. CONCLUSIONS This study provides information on genes expressed by G. boninense in metabolic pathways that may play a role in the initial infection of the host.
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Affiliation(s)
- Jayanthi Nagappan
- Malaysian Palm Oil Board, 6, Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
- School of Biosciences, University of Nottingham Malaysia, Jalan Broga, 43500, Semenyih, Selangor, Malaysia
| | - Siew-Eng Ooi
- Malaysian Palm Oil Board, 6, Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
| | - Kuang-Lim Chan
- Malaysian Palm Oil Board, 6, Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
| | - Faizun Kadri
- Malaysian Palm Oil Board, 6, Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
| | - Zain Nurazah
- Malaysian Palm Oil Board, 6, Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
| | - Mohd Amin Ab Halim
- Malaysian Palm Oil Board, 6, Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
| | - Lee Pei Lee Angel
- Malaysian Palm Oil Board, 6, Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
| | - Shamala Sundram
- Malaysian Palm Oil Board, 6, Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
| | - Chiew-Foan Chin
- School of Biosciences, University of Nottingham Malaysia, Jalan Broga, 43500, Semenyih, Selangor, Malaysia
| | - Sean T May
- School of Biosciences, University of Nottingham, Sutton Bonington Campus, Nr Loughborough, LE12 5RD, UK
| | - Eng Ti Leslie Low
- Malaysian Palm Oil Board, 6, Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia.
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Mahajan R, Hudson BS, Sharma D, Kolte V, Sharma G, Goel G. Transcriptome Analysis of Podoscypha petalodes Strain GGF6 Reveals the Diversity of Proteins Involved in Lignocellulose Degradation and Ligninolytic Function. Indian J Microbiol 2022; 62:569-582. [PMID: 36458217 PMCID: PMC9705691 DOI: 10.1007/s12088-022-01037-6] [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: 05/05/2022] [Accepted: 08/08/2022] [Indexed: 11/05/2022] Open
Abstract
The present study reports transcriptomic profiling of a Basidiomycota fungus, Podoscypha petalodes strain GGF6 belonging to the family Podoscyphaceae, isolated from the North-Western Himalayan ranges in Himachal Pradesh, India. Podoscypha petalodes strain GGF6 possesses significant biotechnological potential as it has been reported for endocellulase, laccase, and other lignocellulolytic enzymes under submerged fermentation conditions. The present study attempts to enhance our knowledge of its lignocellulolytic potential as no previous omics-based analysis is available for this white-rot fungus. The transcriptomic analysis of P. petalodes GGF6 reveals the presence of 280 CAZy proteins. Furthermore, bioprospecting transcriptome signatures in the fungi revealed a diverse array of proteins associated with cellulose, hemicellulose, pectin, and lignin degradation. Interestingly, two copper-dependent lytic polysaccharide monooxygenases (AA14) and one pyrroloquinolinequinone-dependent oxidoreductase (AA12) were also identified, which are known to help in the lignocellulosic plant biomass degradation. Overall, this transcriptome profiling-based study provides deeper molecular-level insights into this Basidiomycota fungi, P. petalodes, for its potential application in diverse biotechnological applications, not only in the biofuel industry but also in the environmental biodegradation of recalcitrant molecules. Supplementary Information The online version contains supplementary material available at 10.1007/s12088-022-01037-6.
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Affiliation(s)
- Rishi Mahajan
- Department of Microbiology, College of Basic Sciences, CSK Himachal Pradesh Krishi Vishvavidyalaya, Palampur, 176062 India
- Department of Biotechnology and Bioinformatics, Jaypee University of Information Technology, Waknaghat, 173234 India
| | - B. Shenu Hudson
- Institute of Bioinformatics and Applied Biotechnology, Bengaluru, Karnataka India
| | - Deepak Sharma
- Department of Biotechnology and Bioinformatics, Jaypee University of Information Technology, Waknaghat, 173234 India
| | - Vaishnavi Kolte
- Institute of Bioinformatics and Applied Biotechnology, Bengaluru, Karnataka India
| | - Gaurav Sharma
- Institute of Bioinformatics and Applied Biotechnology, Bengaluru, Karnataka India
| | - Gunjan Goel
- Department of Biotechnology and Bioinformatics, Jaypee University of Information Technology, Waknaghat, 173234 India
- Department of Microbiology, School of Interdisciplinary and Applied Sciences (SIAS), Central University of Haryana, Mahendergarh, Haryana India
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Comparative transcriptomics reveals unique pine wood decay strategies in the Sparassis latifolia. Sci Rep 2022; 12:19875. [PMID: 36400936 PMCID: PMC9674834 DOI: 10.1038/s41598-022-24171-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 11/11/2022] [Indexed: 11/19/2022] Open
Abstract
Sparassis latifolia is a valuable edible mushroom, growing on fresh pine wood sawdust substrate. However, the mechanistic bases are poorly understood. The gene expression profiles of S. latifolia were analyzed from submerged cultures with fresh pine wood sawdust substrate for different time (0 h, 1 h, 6 h, 1 day, 5 days, and 10 days, respectively). The total number of differentially expressed genes (DEGs) identified under pine sawdust inducing was 2,659 compared to 0 h (CK). And 1,073, 520, 385, 424, and 257 DEGs were identified at the five time points, respectively. There were 34 genes in common at all inoculated time points, including FAD/NAD(P)-binding domain-containing protein, glucose methanol choline (GMC) oxidoreductase, flavin-containing monooxygenase, and taurine catabolism dioxygenase. Weighted gene co-expression analysis (WGCNA) was then used to compare the molecular characteristics among the groups and identified that the blue module had the highest correlation with the time induced by pine wood sawdust. There were 102 DEGs out of 125 genes in the blue model, which were most enriched in nitronate monooxygenase activity, dioxygenase activity, and oxidation-reduction process GO terms (p < 0.05), and peroxisome in KEGG pathway. This may provide clues into mechanisms that S. latifolia can grow on fresh pine wood sawdust substrate.
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Navarro D, Chaduli D, Taussac S, Lesage-Meessen L, Grisel S, Haon M, Callac P, Courtecuisse R, Decock C, Dupont J, Richard-Forget F, Fournier J, Guinberteau J, Lechat C, Moreau PA, Pinson-Gadais L, Rivoire B, Sage L, Welti S, Rosso MN, Berrin JG, Bissaro B, Favel A. Large-scale phenotyping of 1,000 fungal strains for the degradation of non-natural, industrial compounds. Commun Biol 2021; 4:871. [PMID: 34267314 PMCID: PMC8282864 DOI: 10.1038/s42003-021-02401-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 06/22/2021] [Indexed: 11/09/2022] Open
Abstract
Fungal biotechnology is set to play a keystone role in the emerging bioeconomy, notably to address pollution issues arising from human activities. Because they preserve biological diversity, Biological Resource Centres are considered as critical infrastructures to support the development of biotechnological solutions. Here, we report the first large-scale phenotyping of more than 1,000 fungal strains with evaluation of their growth and degradation potential towards five industrial, human-designed and recalcitrant compounds, including two synthetic dyes, two lignocellulose-derived compounds and a synthetic plastic polymer. We draw a functional map over the phylogenetic diversity of Basidiomycota and Ascomycota, to guide the selection of fungal taxa to be tested for dedicated biotechnological applications. We evidence a functional diversity at all taxonomic ranks, including between strains of a same species. Beyond demonstrating the tremendous potential of filamentous fungi, our results pave the avenue for further functional exploration to solve the ever-growing issue of ecosystems pollution.
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Affiliation(s)
- David Navarro
- INRAE, Aix Marseille Univ., BBF, UMR1163, Marseille, France. .,INRAE, Aix Marseille Univ., CIRM-CF, Marseille, France.
| | - Delphine Chaduli
- INRAE, Aix Marseille Univ., BBF, UMR1163, Marseille, France.,INRAE, Aix Marseille Univ., CIRM-CF, Marseille, France
| | - Sabine Taussac
- INRAE, Aix Marseille Univ., BBF, UMR1163, Marseille, France.,INRAE, Aix Marseille Univ., CIRM-CF, Marseille, France
| | - Laurence Lesage-Meessen
- INRAE, Aix Marseille Univ., BBF, UMR1163, Marseille, France.,INRAE, Aix Marseille Univ., CIRM-CF, Marseille, France
| | - Sacha Grisel
- INRAE, Aix Marseille Univ., BBF, UMR1163, Marseille, France
| | - Mireille Haon
- INRAE, Aix Marseille Univ., BBF, UMR1163, Marseille, France
| | | | - Régis Courtecuisse
- Faculté de Pharmacie Lille, Université de Lille, LGCgE, ER4, Lille, France
| | - Cony Decock
- Mycothèque de l'Université Catholique de Louvain (MUCL), Earth and Life Institute, Microbiology, Louvain-la-Neuve, Belgium
| | - Joëlle Dupont
- Institut de Systématique, Evolution et Biodiversité, ISYEB - UMR 7205 - CNRS, MNHN, UPMC, EPHE, Muséum National d'Histoire Naturelle, Sorbonne Universités, Paris, France
| | | | | | | | | | | | | | | | - Lucile Sage
- Université Grenoble Alpes, LECA, UMR UGA-USMB-CNRS 5553, CS 40700, Grenoble, France
| | - Stéphane Welti
- Faculté de Pharmacie Lille, Université de Lille, LGCgE, ER4, Lille, France
| | | | | | - Bastien Bissaro
- INRAE, Aix Marseille Univ., BBF, UMR1163, Marseille, France.
| | - Anne Favel
- INRAE, Aix Marseille Univ., BBF, UMR1163, Marseille, France.,INRAE, Aix Marseille Univ., CIRM-CF, Marseille, France
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Sillo F, Garbelotto M, Giordano L, Gonthier P. Genic introgression from an invasive exotic fungal forest pathogen increases the establishment potential of a sibling native pathogen. NEOBIOTA 2021. [DOI: 10.3897/neobiota.65.64031] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Significant hybridization between the invasive North American fungal plant pathogen Heterobasidion irregulare and its Eurasian sister species H. annosum is ongoing in Italy. Whole genomes of nine natural hybrids were sequenced, assembled and compared with those of three genotypes each of the two parental species. Genetic relationships among hybrids and their level of admixture were determined. A multi-approach pipeline was used to assign introgressed genomic blocks to each of the two species. Alleles that introgressed from H. irregulare to H. annosum were associated with pathways putatively related to saprobic processes, while alleles that introgressed from the native to the invasive species were mainly linked to gene regulation. There was no overlap of allele categories introgressed in the two directions. Phenotypic experiments documented a fitness increase in H. annosum genotypes characterized by introgression of alleles from the invasive species, supporting the hypothesis that hybridization results in putatively adaptive introgression. Conversely, introgression from the native into the exotic species appeared to be driven by selection on genes favoring genome stability. Since the introgression of specific alleles from the exotic H. irregulare into the native H. annosum increased the invasiveness of the latter species, we propose that two invasions may be co-occurring: the first one by genotypes of the exotic species, and the second one by alleles belonging to the exotic species. Given that H. irregulare represents a threat to European forests, monitoring programs need to track not only exotic genotypes in native forest stands, but also exotic alleles introgressed in native genotypes.
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de Figueiredo FL, de Oliveira ACP, Terrasan CRF, Gonçalves TA, Gerhardt JA, Tomazetto G, Persinoti GF, Rubio MV, Peña JAT, Araújo MF, de Carvalho Silvello MA, Franco TT, Rabelo SC, Goldbeck R, Squina FM, Damasio A. Multi-omics analysis provides insights into lignocellulosic biomass degradation by Laetiporus sulphureus ATCC 52600. BIOTECHNOLOGY FOR BIOFUELS 2021; 14:96. [PMID: 33865436 PMCID: PMC8052766 DOI: 10.1186/s13068-021-01945-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 04/01/2021] [Indexed: 05/19/2023]
Abstract
BACKGROUND Wood-decay basidiomycetes are effective for the degradation of highly lignified and recalcitrant plant substrates. The degradation of lignocellulosic materials by brown-rot strains is carried out by carbohydrate-active enzymes and non-enzymatic Fenton mechanism. Differences in the lignocellulose catabolism among closely related brown rots are not completely understood. Here, a multi-omics approach provided a global understanding of the strategies employed by L. sulphureus ATCC 52600 for lignocellulose degradation. RESULTS The genome of Laetiporus sulphureus ATCC 52600 was sequenced and phylogenomic analysis supported monophyletic clades for the Order Polyporales and classification of this species within the family Laetiporaceae. Additionally, the plasticity of its metabolism was revealed in growth analysis on mono- and disaccharides, and polysaccharides such as cellulose, hemicelluloses, and polygalacturonic acid. The response of this fungus to the presence of lignocellulosic substrates was analyzed by transcriptomics and proteomics and evidenced the occurrence of an integrated oxidative-hydrolytic metabolism. The transcriptomic profile in response to a short cultivation period on sugarcane bagasse revealed 125 upregulated transcripts, which included CAZymes (redox enzymes and hemicellulases) as well as non-CAZy redox enzymes and genes related to the synthesis of low-molecular-weight compounds. The exoproteome produced in response to extended cultivation time on Avicel, and steam-exploded sugarcane bagasse, sugarcane straw, and Eucalyptus revealed 112 proteins. Contrasting with the mainly oxidative profile observed in the transcriptome, the secretomes showed a diverse hydrolytic repertoire including constitutive cellulases and hemicellulases, in addition to 19 upregulated CAZymes. The secretome induced for 7 days on sugarcane bagasse, representative of the late response, was applied in the saccharification of hydrothermally pretreated grass (sugarcane straw) and softwood (pine) by supplementing a commercial cocktail. CONCLUSION This study shows the singularity of L. sulphureus ATCC 52600 compared to other Polyporales brown rots, regarding the presence of cellobiohydrolase and peroxidase class II. The multi-omics analysis reinforces the oxidative-hydrolytic metabolism involved in lignocellulose deconstruction, providing insights into the overall mechanisms as well as specific proteins of each step.
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Affiliation(s)
- Fernanda Lopes de Figueiredo
- Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Ana Carolina Piva de Oliveira
- Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, Brazil
- Brazilian Biorenewables National Laboratory (LNBr), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, SP, Brazil
| | - Cesar Rafael Fanchini Terrasan
- Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Thiago Augusto Gonçalves
- Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, Brazil
- Department of Technological and Environmental Processes, University of Sorocaba (UNISO), Sorocaba, SP, Brazil
| | - Jaqueline Aline Gerhardt
- Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Geizecler Tomazetto
- Department of Biological and Chemical Engineering (BCE), Aarhus University, 8200, Aarhus, Denmark
| | - Gabriela Felix Persinoti
- Brazilian Biorenewables National Laboratory (LNBr), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, SP, Brazil
| | - Marcelo Ventura Rubio
- Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | | | | | | | - Telma Teixeira Franco
- Interdisciplinary Center of Energy Planning (NIPE), University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Sarita Cândida Rabelo
- Department of Bioprocess and Biotechnology, College of Agricultural Sciences, São Paulo State University (UNESP), Botucatu, SP, Brazil
| | - Rosana Goldbeck
- Department of Food Engineering, Faculty of Food Engineering, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Fabio Marcio Squina
- Department of Technological and Environmental Processes, University of Sorocaba (UNISO), Sorocaba, SP, Brazil.
| | - André Damasio
- Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, Brazil.
- São Paulo Fungal Group, São Paulo, Brazil.
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