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Li Y, Xing YM, Murat C, Kohler A, Zhou DY, Yu FQ, Chen J. Transcriptome and metabolome analysis reveals stage-specific metabolite accumulation during maturity of Chinese black truffle Tuber indicum. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 205:108158. [PMID: 37948976 DOI: 10.1016/j.plaphy.2023.108158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 10/12/2023] [Accepted: 10/31/2023] [Indexed: 11/12/2023]
Abstract
Tuber indicum is the most economically important member of Tuber, with the highest production and widest distribution in China. However, the overexploitation of immature ascocarps not only has driven wild resources of the species toward extinction, but also has caused enconomic losses and a decline in the reputation of T.indicum quality. In this study, stage-specific metabolites of T. indicum in relation to nutritional quality and the mechanism of their accumulations were explored by transcriptome and metabolome analysis at five harvest times, representing four maturation stages. A total of 663 compounds were identified in T. indicum ascocarps by a widely targeted metabolomic approach. Lipid compounds are the most prominent metabolites (18%) in our samples and also are higher accumulation at the immature stage than at mature stage, representing 30.16% differential accumulated metabolites in this stage. Levels of some of the amino acids, such as S-(methyl) glutathione, S-adenosylmethionine, which are known truffle aroma precursors, were increased at the mature stage. The gene expression level related to the biosynthesis of volatile organic compounds were verified by qPCR. This study contributes to the preliminary understanding of metabolites variations in T. indicum ascocarps during maturity for quality evaluation and truffle biology.
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Affiliation(s)
- Yang Li
- Key Laboratory of Bioactive Substances and Resource Utilization of Chinese Herbal Medicine, Ministry of Education, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
| | - Yong-Mei Xing
- Key Laboratory of Bioactive Substances and Resource Utilization of Chinese Herbal Medicine, Ministry of Education, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
| | - Claude Murat
- Université de Lorraine, INRAE, UMR Interactions Arbres/Microorganismes, INRAE Grand Est - Nancy, Champenoux, France.
| | - Annegret Kohler
- Université de Lorraine, INRAE, UMR Interactions Arbres/Microorganismes, INRAE Grand Est - Nancy, Champenoux, France.
| | - Dong-Yu Zhou
- Key Laboratory of Bioactive Substances and Resource Utilization of Chinese Herbal Medicine, Ministry of Education, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
| | - Fu-Qiang Yu
- Key Laboratory for Fungal Diversity and Green Development, The Germplasm Bank of Wild Species, Kunming, Kunming Institute Botany, Chinese Academy of Sciences, Yunnan, China.
| | - Juan Chen
- Key Laboratory of Bioactive Substances and Resource Utilization of Chinese Herbal Medicine, Ministry of Education, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
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Gutiérrez-Corona JF, González-Hernández GA, Padilla-Guerrero IE, Olmedo-Monfil V, Martínez-Rocha AL, Patiño-Medina JA, Meza-Carmen V, Torres-Guzmán JC. Fungal Alcohol Dehydrogenases: Physiological Function, Molecular Properties, Regulation of Their Production, and Biotechnological Potential. Cells 2023; 12:2239. [PMID: 37759461 PMCID: PMC10526403 DOI: 10.3390/cells12182239] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 08/27/2023] [Accepted: 08/31/2023] [Indexed: 09/29/2023] Open
Abstract
Fungal alcohol dehydrogenases (ADHs) participate in growth under aerobic or anaerobic conditions, morphogenetic processes, and pathogenesis of diverse fungal genera. These processes are associated with metabolic operation routes related to alcohol, aldehyde, and acid production. The number of ADH enzymes, their metabolic roles, and their functions vary within fungal species. The most studied ADHs are associated with ethanol metabolism, either as fermentative enzymes involved in the production of this alcohol or as oxidative enzymes necessary for the use of ethanol as a carbon source; other enzymes participate in survival under microaerobic conditions. The fast generation of data using genome sequencing provides an excellent opportunity to determine a correlation between the number of ADHs and fungal lifestyle. Therefore, this review aims to summarize the latest knowledge about the importance of ADH enzymes in the physiology and metabolism of fungal cells, as well as their structure, regulation, evolutionary relationships, and biotechnological potential.
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Affiliation(s)
- J. Félix Gutiérrez-Corona
- Departamento de Biología, DCNE, Universidad de Guanajuato, Guanajuato C.P. 36050, Mexico; (G.A.G.-H.); (I.E.P.-G.); (V.O.-M.); (A.L.M.-R.)
| | - Gloria Angélica González-Hernández
- Departamento de Biología, DCNE, Universidad de Guanajuato, Guanajuato C.P. 36050, Mexico; (G.A.G.-H.); (I.E.P.-G.); (V.O.-M.); (A.L.M.-R.)
| | - Israel Enrique Padilla-Guerrero
- Departamento de Biología, DCNE, Universidad de Guanajuato, Guanajuato C.P. 36050, Mexico; (G.A.G.-H.); (I.E.P.-G.); (V.O.-M.); (A.L.M.-R.)
| | - Vianey Olmedo-Monfil
- Departamento de Biología, DCNE, Universidad de Guanajuato, Guanajuato C.P. 36050, Mexico; (G.A.G.-H.); (I.E.P.-G.); (V.O.-M.); (A.L.M.-R.)
| | - Ana Lilia Martínez-Rocha
- Departamento de Biología, DCNE, Universidad de Guanajuato, Guanajuato C.P. 36050, Mexico; (G.A.G.-H.); (I.E.P.-G.); (V.O.-M.); (A.L.M.-R.)
| | - J. Alberto Patiño-Medina
- Instituto de Investigaciones Químico Biológicas, Universidad Michoacana de San Nicolás de Hidalgo (UMSNH), Morelia C.P. 58030, Mexico; (J.A.P.-M.); (V.M.-C.)
| | - Víctor Meza-Carmen
- Instituto de Investigaciones Químico Biológicas, Universidad Michoacana de San Nicolás de Hidalgo (UMSNH), Morelia C.P. 58030, Mexico; (J.A.P.-M.); (V.M.-C.)
| | - Juan Carlos Torres-Guzmán
- Departamento de Biología, DCNE, Universidad de Guanajuato, Guanajuato C.P. 36050, Mexico; (G.A.G.-H.); (I.E.P.-G.); (V.O.-M.); (A.L.M.-R.)
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Nsele NN, Padayachee T, Nelson DR, Syed K. Pezizomycetes Genomes Reveal Diverse P450 Complements Characteristic of Saprotrophic and Ectomycorrhizal Lifestyles. J Fungi (Basel) 2023; 9:830. [PMID: 37623601 PMCID: PMC10455484 DOI: 10.3390/jof9080830] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 07/25/2023] [Accepted: 08/04/2023] [Indexed: 08/26/2023] Open
Abstract
Cytochrome P450 monooxygenases (CYPs/P450s) are heme proteins that play a role in organisms' primary and secondary metabolism. P450s play an important role in organism adaptation since lifestyle influences P450 composition in their genome. This phenomenon is well-documented in bacteria but less so in fungi. This study observed this phenomenon where diverse P450 complements were identified in saprophytic and ectomycorrhizal Pezizomycetes. Genome-wide data mining, annotation, and phylogenetic analysis of P450s in 19 Pezizomycetes revealed 668 P450s that can be grouped into 153 P450 families and 245 P450 subfamilies. Only four P450 families, namely, CYP51, CYP61, CYP5093, and CYP6001, are conserved across 19 Pezizomycetes, indicating their important role in these species. A total of 5 saprophyte Pezizomycetes have 103 P450 families, whereas 14 ectomycorrhizal Pezizomycetes have 89 P450 families. Only 39 P450 families were common, and 50 and 64 P450 families, respectively, were unique to ectomycorrhizal and saprophytic Pezizomycetes. These findings suggest that the switch from a saprophytic to an ectomycorrhizal lifestyle led to both the development of diverse P450 families as well as the loss of P450s, which led to the lowest P450 family diversity, despite the emergence of novel P450 families in ectomycorrhizal Pezizomycetes.
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Affiliation(s)
- Nomfundo Ntombizinhle Nsele
- Department of Biochemistry and Microbiology, Faculty of Science and Agriculture, University of Zululand, KwaDlangezwa 3886, South Africa; (N.N.N.); (T.P.)
| | - Tiara Padayachee
- Department of Biochemistry and Microbiology, Faculty of Science and Agriculture, University of Zululand, KwaDlangezwa 3886, South Africa; (N.N.N.); (T.P.)
| | - David R. Nelson
- Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Khajamohiddin Syed
- Department of Biochemistry and Microbiology, Faculty of Science and Agriculture, University of Zululand, KwaDlangezwa 3886, South Africa; (N.N.N.); (T.P.)
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Mattupalli C, Cuenca FP, Shiller JB, Watkins T, Hansen K, Garzon CD, Marek SM, Young CA. Genetic Diversity of Phymatotrichopsis omnivora Based on Mating Type and Microsatellite Markers Reveals Heterothallic Mating System. PLANT DISEASE 2022; 106:2105-2116. [PMID: 35156845 DOI: 10.1094/pdis-01-22-0013-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: 06/14/2023]
Abstract
Phymatotrichopsis omnivora is a member of Pezizomycetes and causes root rot disease on a broad range of dicotyledonous plants. Using recently generated draft genome sequence data from four P. omnivora isolates, we developed simple sequence repeat (SSR) markers and identified both mating type genes (MAT1-1-1 and MAT1-2-1) in this fungus. To understand the genetic diversity of P. omnivora isolates (n = 43) and spore mats (n = 29) collected from four locations (Oklahoma, Texas, Arizona, and Mexico) and four host crops (cotton, alfalfa, peach, and soybean), we applied 24 SSR markers and showed that of the 72 P. omnivora isolates and spore mats tested, 41 were distinct genotypes. Furthermore, the developed SSR markers did not show cross-transferability to other close relatives of P. omnivora in the class Pezizomycetes. A multiplex PCR detecting both mating type idiomorphs and a reference gene (TUB2) was developed to screen P. omnivora isolates. Based on the dataset we tested, P. omnivora is a heterothallic fungus with both mating types present in the United States in a ratio close to 1:1. We tested P. omnivora spore mats obtained from spatially distinct disease rings that developed in a center-pivot alfalfa field and showed that both mating types can be present not only in the same field but also within a single spore mat. This study shows that P. omnivora has the genetic toolkit for generating sexually diverse progeny, providing impetus for future studies that focus on identifying sexual morphs in nature.
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Affiliation(s)
- Chakradhar Mattupalli
- Noble Research Institute, LLC, Ardmore, OK 73401, U.S.A
- Department of Plant Pathology, Washington State University, Mount Vernon NWREC, Mount Vernon, WA 98273, U.S.A
| | - Fernanda Proaño Cuenca
- Institute for Biosecurity and Microbial Forensics, Oklahoma State University, Stillwater, OK 74078, U.S.A
- Department of Entomology and Plant Pathology, Oklahoma State University, Stillwater, OK 74078, U.S.A
| | - Jason B Shiller
- Noble Research Institute, LLC, Ardmore, OK 73401, U.S.A
- Scion, Rotorua 3046, New Zealand
| | - Tara Watkins
- Noble Research Institute, LLC, Ardmore, OK 73401, U.S.A
- Department of Plant, Soil and Microbial Science, Michigan State University, East Lansing, MI 48824, U.S.A
| | - Karen Hansen
- Department of Botany, Swedish Museum of Natural History, SE-104 05 Stockholm, Sweden
| | - Carla D Garzon
- Department of Plant Science and Landscape Architecture, Delaware Valley University, Doylestown, PA 18901, U.S.A
| | - Stephen M Marek
- Department of Entomology and Plant Pathology, Oklahoma State University, Stillwater, OK 74078, U.S.A
| | - Carolyn A Young
- Noble Research Institute, LLC, Ardmore, OK 73401, U.S.A
- Department of Entomology and Plant Pathology, Oklahoma State University, Stillwater, OK 74078, U.S.A
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