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Kim DH, Kim DC, Seo D, Kim KT, Lee SH, Hong SB. Genome diversity, population structure and MALDI-TOF MS profiling of Aspergillus oryzae/flavus strains from fermentation and wild environments. BMC Genomics 2025; 26:429. [PMID: 40307734 PMCID: PMC12042432 DOI: 10.1186/s12864-025-11596-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 04/10/2025] [Indexed: 05/02/2025] Open
Abstract
Various strains of Aspergillus oryzae, regarded as a domesticated variant of aflatoxigenic Aspergillus flavus, are utilized in the soybean fermentation industry of Korea. This study compared A. oryzae/flavus strains isolated from various environments in Korea including industrial settings, Meju (brick of dried fermented soybeans), and wild conditions with globally reported strains using genomic analysis to determine their taxonomic positions and risk of mycotoxicity. Using population genomics, five distinct groups (A to E) were identified, with all aflatoxigenic Korean strains in Group C and non-aflatoxigenic Korean strains in Groups A, B, and E. Korean strains from Meju and wild conditions are distributed across Groups A and B, and most of the Korean industrial strains form a sub-cluster with Japanese industrial strains in Group A. Comparing secondary metabolite gene cluster mutation pattern, three gene clusters (Aflatoxin, Cyclopiazonic acid and Ditryptophenaline) were revealed as group specific ones. In aflatoxin and cyclopiazonic acid clusters, most of the Group C strains had intact regions compared to strains in other groups. Since most of the Group C strains produce aflatoxin and have intact Aflatoxin and Cyclopiazonic acid gene clusters, we considered that this group represent A. flavus. Profiling using MALDI-TOF MS analysis also distinguished Group C from Groups A, B and E by specific three proteomic peaks. Among the three peaks, those around 12,700 to 12,900 m/z (Da) are expected to correspond to AflF (nor B), an enzyme involved in Aflatoxin metabolism. These results showed taxonomic positions of Korean strains of A. oryzae/flavus from various environments and also showed possibility to differentiate between A. oryzae and A. flavus with genome and MALDI-TOF MS analysis.
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Affiliation(s)
- Dong-Hyun Kim
- Korean Agricultural Culture Collection, Agricultural Microbiology Div., National Institute of Agricultural Sciences, RDA, Wanju, 55365, Republic of Korea
- Department of Food Science and Biotechnology, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Dong-Chan Kim
- Division of Medical Device R&D, NQ-Lab, Inc, Yongin, 16827, Republic of Korea
| | - Donggun Seo
- Division of Medical Device R&D, NQ-Lab, Inc, Yongin, 16827, Republic of Korea
| | - Ki-Tae Kim
- Department of Agricultural Life Science, Sunchon National University, Suncheon, 57922, Republic of Korea
| | - Sang-Han Lee
- Department of Food Science and Biotechnology, Kyungpook National University, Daegu, 41566, Republic of Korea.
| | - Seung-Beom Hong
- Korean Agricultural Culture Collection, Agricultural Microbiology Div., National Institute of Agricultural Sciences, RDA, Wanju, 55365, Republic of Korea.
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2
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Maeda K, Sumita T, Nishi O, Sushida H, Higashi Y, Nakagawa H, Suzuki T, Iwao E, Fanani MZ, Nishiya Y, Iida Y. Adaptive evolution of sesquiterpene deoxyphomenone in mycoparasitism by Hansfordia pulvinata associated with horizontal gene transfer from Aspergillus species. mBio 2025; 16:e0400724. [PMID: 40111082 PMCID: PMC11980549 DOI: 10.1128/mbio.04007-24] [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: 01/15/2025] [Accepted: 02/20/2025] [Indexed: 03/22/2025] Open
Abstract
Leaf mold caused by the ascomycete fungus Cladosporium fulvum is a devastating disease of tomato plants. The mycoparasitic fungus Hansfordia pulvinata is an effective biocontrol agent that parasitizes C. fulvum hyphae on leaves and secretes 13-deoxyphomenone, an eremophilane-type sesquiterpene, which was also identified as a sporulation-inducing factor in Aspergillus oryzae. Here, we identified deoxyphomenone biosynthesis (DPH) gene clusters conserved in both H. pulvinata and Aspergillus section Flavi, including A. oryzae and A. flavus. Functional disruption of DPH1 orthologous genes encoding sesquiterpene cyclase in H. pulvinata, A. oryzae, and its close relative A. flavus revealed that deoxyphomenone in H. pulvinata had exogenic antifungal activity against C. fulvum and controlled endogenic sporulation in Aspergillus species. Complete DPH clusters, highly similar to those in H. pulvinata, were exclusive to Aspergillus section Flavi, while species in other Aspergillus sections contained fragmented DPH clusters. A comparative genomics analysis revealed that these DPH gene clusters share a common origin and are horizontally transferred from an ancestor of Aspergillus to H. pulvinata. Our results suggest that after horizontal transfer, H. pulvinata maintained the DPH cluster as the inhibitory effect of deoxyphomenone on spore germination and mycelial growth contributed to its mycoparasitism on the host fungus C. fulvum. IMPORTANCE Tomato leaf mold disease caused by C. fulvum poses a significant economic threat to tomato production globally. Breeders have developed tomato cultivars with Cf resistance genes. C. fulvum frequently evolves new races that overcome these genetic defenses, complicating control efforts. Additionally, the pathogen has developed resistance to chemical fungicides, prompting the need for sustainable alternatives like biocontrol agents. The mycoparasitic fungus H. pulvinata is crucial as an effective agent against C. fulvum. Clarifying the mechanism of mycoparasitism is significant, as it enhances its application as a biocontrol agent against plant pathogens. This study revealed how H. pulvinata produces deoxyphomenone, an antifungal compound, through horizontal gene transfer from Aspergillus species. It is hypothesized that mycoparasitism could be one of the mechanisms that facilitated horizontal gene transfer between fungi. These insights facilitate the development of eco-friendly, sustainable agricultural practices by reducing dependence on chemical fungicides and promoting natural pathogen control methods.
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Affiliation(s)
- Kazuya Maeda
- Laboratory of Plant Pathology, Setsunan University, Hirakata, Osaka, Japan
- Laboratory of Environmental Microbiology, Setsunan University, Neyagawa, Osaka, Japan
| | - Takuya Sumita
- National Agriculture and Food Research Organization (NARO), Tsu, Mie, Japan
| | - Oumi Nishi
- National Agriculture and Food Research Organization (NARO), Tsu, Mie, Japan
| | - Hirotoshi Sushida
- National Agriculture and Food Research Organization (NARO), Tsu, Mie, Japan
- Institute of Food Research, National Agriculture and Food Research Organization (NARO), Tsukuba, Ibaraki, Japan
| | - Yumiko Higashi
- National Agriculture and Food Research Organization (NARO), Tsu, Mie, Japan
| | - Hiroyuki Nakagawa
- Research Center for Advanced Analysis, Core Technology Research Headquarters, National Agriculture and Food Research Organization (NARO), Tsukuba, Ibaraki, Japan
| | - Tomoko Suzuki
- Department of Chemical Biological Sciences, Japan Women’s University, Bunkyo-ku, Tokyo, Japan
| | - Eishin Iwao
- Laboratory of Plant Pathology, Setsunan University, Hirakata, Osaka, Japan
| | - Much Zaenal Fanani
- Laboratory of Plant Pathology, Setsunan University, Hirakata, Osaka, Japan
| | - Yoshiaki Nishiya
- Laboratory of Environmental Microbiology, Setsunan University, Neyagawa, Osaka, Japan
| | - Yuichiro Iida
- Laboratory of Plant Pathology, Setsunan University, Hirakata, Osaka, Japan
- National Agriculture and Food Research Organization (NARO), Tsu, Mie, Japan
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3
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Acevedo KL, Eaton E, Leite J, Zhao S, Chacon-Vargas K, McCarthy CM, Choi D, O’Donnell S, Gluck-Thaler E, Yu JH, Gibbons JG. Population Genomics of Aspergillus sojae is Shaped by the Food Environment. Genome Biol Evol 2025; 17:evaf067. [PMID: 40195023 PMCID: PMC12014904 DOI: 10.1093/gbe/evaf067] [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: 09/12/2023] [Revised: 02/13/2025] [Accepted: 03/26/2025] [Indexed: 04/09/2025] Open
Abstract
Traditional fermented foods often contain specialized microorganisms adapted to their unique environments. For example, the filamentous mold Aspergillus oryzae, used in saké fermentation, has evolved to thrive in starch-rich conditions compared to its wild ancestor, Aspergillus flavus. Similarly, Aspergillus sojae, used in soybean-based fermentations like miso and shochu, is hypothesized to have been domesticated from Aspergillus parasiticus. Here, we examined the effects of long-term A. sojae use in soybean fermentation on population structure, genome variation, and phenotypic traits. We analyzed 17 A. sojae and 24 A. parasiticus genomes (23 of which were sequenced for this study), alongside phenotypic traits of 9 isolates. Aspergillus sojae formed a distinct, low-diversity population, suggesting a recent clonal expansion. Interestingly, a population of A. parasiticus was more closely related to A. sojae than other A. parasiticus populations. Genome comparisons revealed loss-of-function mutations in A. sojae, notably in biosynthetic gene clusters encoding secondary metabolites, including the aflatoxin cluster. Interestingly though, A. sojae harbored a partial duplication of a siderophore biosynthetic cluster. Phenotypic assays showed A. sojae lacked aflatoxin production, while it was variable in A. parasiticus isolates. Additionally, certain A. sojae strains exhibited larger colony diameters under miso-like salt conditions. These findings support the hypothesis that A. parasiticus is the progenitor of A. sojae and that domestication significantly reduced genetic diversity. Future research should explore how wild and food-associated strains influence sensory attributes and microbial community dynamics in fermented soy products.
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Affiliation(s)
- Kimberly L Acevedo
- Department of Food Science, University of Massachusetts, Amherst, MA 01003, USA
- Organismic & Evolutionary Biology Graduate Program, University of Massachusetts, Amherst, MA 01003, USA
| | - Elizabeth Eaton
- Department of Food Science, University of Massachusetts, Amherst, MA 01003, USA
| | - Julia Leite
- Department of Food Science, University of Massachusetts, Amherst, MA 01003, USA
| | - Shu Zhao
- Department of Food Science, University of Massachusetts, Amherst, MA 01003, USA
- Molecular and Cellular Biology Graduate Program, University of Massachusetts, Amherst, MA 01003, USA
| | - Katherine Chacon-Vargas
- Department of Food Science, University of Massachusetts, Amherst, MA 01003, USA
- Molecular and Cellular Biology Graduate Program, University of Massachusetts, Amherst, MA 01003, USA
| | - Colin M McCarthy
- Department of Food Science, University of Massachusetts, Amherst, MA 01003, USA
| | - Dasol Choi
- Materials Science and Engineering, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Samuel O’Donnell
- Department of Plant Pathology, University of Wisconsin, Madison, WI 53706, USA
| | - Emile Gluck-Thaler
- Department of Plant Pathology, University of Wisconsin, Madison, WI 53706, USA
| | - Jae-Hyuk Yu
- Department of Bacteriology, Food Research Institute, University of Wisconsin, Madison, WI 53706, USA
| | - John G Gibbons
- Department of Food Science, University of Massachusetts, Amherst, MA 01003, USA
- Organismic & Evolutionary Biology Graduate Program, University of Massachusetts, Amherst, MA 01003, USA
- Molecular and Cellular Biology Graduate Program, University of Massachusetts, Amherst, MA 01003, USA
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Ortiz SC, Easter T, Valero C, Bromley MJ, Bertuzzi M. A microscopy-based image analysis pipeline for the quantification of germination of filamentous fungi. Fungal Genet Biol 2025; 176:103942. [PMID: 39615829 DOI: 10.1016/j.fgb.2024.103942] [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: 10/02/2024] [Revised: 11/13/2024] [Accepted: 11/17/2024] [Indexed: 12/22/2024]
Abstract
Germination is the fundamental process whereby fungi transition from the dormant and stress resistant spores into actively replicating cells such as hyphae. Germination is essential for fungal colonization of new environments and pathogenesis, yet this differentiation process remains relatively poorly understood. For filamentous fungi, the study of germination has been limited by the lack of high-throughput, temporal, low cost, and easy-to-use methods of quantifying germination. To this end we have developed an image analysis pipeline to automate the quantification of germination from microscopy images. We have optimized this tool for the fungal pathogen Aspergillus fumigatus and demonstrated its potential applications by evaluating different strains, germination inhibitors, and auxotrophic and antifungal resistant mutants. Finally, we have expanded this tool to a variety of filamentous fungi and developed an easy-to-use web app for the fungal research community.
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Affiliation(s)
- Sébastien C Ortiz
- Manchester Fungal Infection Group, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Core Technology Facility, Grafton Street, Manchester M13 9NT, UK
| | - Thomas Easter
- Manchester Fungal Infection Group, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Core Technology Facility, Grafton Street, Manchester M13 9NT, UK
| | - Clara Valero
- Manchester Fungal Infection Group, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Core Technology Facility, Grafton Street, Manchester M13 9NT, UK
| | - Michael J Bromley
- Manchester Fungal Infection Group, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Core Technology Facility, Grafton Street, Manchester M13 9NT, UK
| | - Margherita Bertuzzi
- Manchester Fungal Infection Group, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Core Technology Facility, Grafton Street, Manchester M13 9NT, UK.
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Zuleta MC, Gómez OM, Misas E, Torres S, Rúa-Giraldo ÁL, McEwen JG, Garcia AM, Borges CL, Hernández O, López AM. Species Identification and Orthologous Allergen Prediction and Expression in the Genus Aspergillus. J Fungi (Basel) 2025; 11:98. [PMID: 39997392 PMCID: PMC11856533 DOI: 10.3390/jof11020098] [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: 12/28/2024] [Revised: 01/18/2025] [Accepted: 01/20/2025] [Indexed: 02/26/2025] Open
Abstract
The genus Aspergillus comprises a diverse group of fungi that can cause a range of health issues, including systemic infections and allergic reactions. In this regard, A. fumigatus has been recognized as the most prevalent allergen-producing species. This genus taxonomic classification has been subject to frequent updates, which has generated considerable difficulties for its classification when traditional identification methodologies are employed. To demonstrate the feasibility of this approach, we sequenced the whole genomes of 81 Aspergillus isolates and evaluated a WGS-based pipeline for precise species identification. This pipeline employed two methodologies: (i) BLASTn web using four barcode genes and (ii) species tree inference by OrthoFinder. Furthermore, we conducted a prediction of allergenic capacity based on a homology analysis across all the isolated species and confirmed by RT-qPCR the expression of three orthologous allergens (Asp f 1, Asp f 3 and Asp f 22) in fifteen different Aspergillus species. The species-level identification rate with the barcoding and the species tree were calculated at 64.2% and 100%, respectively. The results demonstrated that A. fumigatus, A. flavus and A. niger were the most prevalent species. The species A. hortae, A. uvarum, A. spinulosporus, A. sydowii, A. westerdijkiae, A. amoenus and A. rhizopodus identified in this study represent the inaugural report of their presence in our region. The results of the homology analysis indicated the presence of orthologous allergens in a wide range of non-fumigatus species. This study presents a novel approach based on WGS that enables the classification of new species within the genus Aspergillus and reports the genomic sequences of a great diversity of species isolated in our geographic area that had never been reported before. Additionally, this approach enables the prediction of allergens in species other than A. fumigatus and demonstrates their genetic expression, thereby contributing to the understanding of the allergenic potential of different species within this fungal genus.
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Affiliation(s)
- Maria C. Zuleta
- Cellular and Molecular Biology Unit, Corporación para Investigaciones Biológicas (CIB), Medellín 050034, Colombia; (M.C.Z.); (O.M.G.); (E.M.); (S.T.); (Á.L.R.-G.); (J.G.M.); (A.M.G.); (O.H.)
| | - Oscar M. Gómez
- Cellular and Molecular Biology Unit, Corporación para Investigaciones Biológicas (CIB), Medellín 050034, Colombia; (M.C.Z.); (O.M.G.); (E.M.); (S.T.); (Á.L.R.-G.); (J.G.M.); (A.M.G.); (O.H.)
- School of Medicine, Universidad de Antioquia (UdeA), Medellín 050010, Colombia
| | - Elizabeth Misas
- Cellular and Molecular Biology Unit, Corporación para Investigaciones Biológicas (CIB), Medellín 050034, Colombia; (M.C.Z.); (O.M.G.); (E.M.); (S.T.); (Á.L.R.-G.); (J.G.M.); (A.M.G.); (O.H.)
| | - Susana Torres
- Cellular and Molecular Biology Unit, Corporación para Investigaciones Biológicas (CIB), Medellín 050034, Colombia; (M.C.Z.); (O.M.G.); (E.M.); (S.T.); (Á.L.R.-G.); (J.G.M.); (A.M.G.); (O.H.)
- School of Microbiology, Universidad de Antioquia (UdeA), Medellín 050010, Colombia
| | - Álvaro L. Rúa-Giraldo
- Cellular and Molecular Biology Unit, Corporación para Investigaciones Biológicas (CIB), Medellín 050034, Colombia; (M.C.Z.); (O.M.G.); (E.M.); (S.T.); (Á.L.R.-G.); (J.G.M.); (A.M.G.); (O.H.)
- School of Microbiology, Universidad de Antioquia (UdeA), Medellín 050010, Colombia
- Environmental Microbiology, Research Group, School of Microbiology, Universidad de Antioquia (UdeA), Medellín 050010, Colombia
| | - Juan G. McEwen
- Cellular and Molecular Biology Unit, Corporación para Investigaciones Biológicas (CIB), Medellín 050034, Colombia; (M.C.Z.); (O.M.G.); (E.M.); (S.T.); (Á.L.R.-G.); (J.G.M.); (A.M.G.); (O.H.)
- School of Medicine, Universidad de Antioquia (UdeA), Medellín 050010, Colombia
| | - Ana M. Garcia
- Cellular and Molecular Biology Unit, Corporación para Investigaciones Biológicas (CIB), Medellín 050034, Colombia; (M.C.Z.); (O.M.G.); (E.M.); (S.T.); (Á.L.R.-G.); (J.G.M.); (A.M.G.); (O.H.)
- Faculty of Pharmaceutical and Food Sciences, Universidad de Antioquia (UdeA), Medellín 050010, Colombia
| | - Clayton L. Borges
- Genomic and Proteomic Center, Laboratório de Biologia Molecular, Universidade Federal do Goiás, Goiânia 74690-900, Brazil;
| | - Orville Hernández
- Cellular and Molecular Biology Unit, Corporación para Investigaciones Biológicas (CIB), Medellín 050034, Colombia; (M.C.Z.); (O.M.G.); (E.M.); (S.T.); (Á.L.R.-G.); (J.G.M.); (A.M.G.); (O.H.)
- School of Microbiology, Universidad de Antioquia (UdeA), Medellín 050010, Colombia
- MICROBA Research Group, School of Microbiology, Universidad de Antioquia (UdeA), Medellín 050010, Colombia
| | - Angela M. López
- Cellular and Molecular Biology Unit, Corporación para Investigaciones Biológicas (CIB), Medellín 050034, Colombia; (M.C.Z.); (O.M.G.); (E.M.); (S.T.); (Á.L.R.-G.); (J.G.M.); (A.M.G.); (O.H.)
- School of Microbiology, Universidad de Antioquia (UdeA), Medellín 050010, Colombia
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Crequer E, Coton E, Cueff G, Cristiansen JV, Frisvad JC, Rodríguez de la Vega RC, Giraud T, Jany JL, Coton M. Different metabolite profiles across Penicillium roqueforti populations associated with ecological niche specialisation and domestication. IMA Fungus 2024; 15:38. [PMID: 39609866 PMCID: PMC11605963 DOI: 10.1186/s43008-024-00167-4] [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: 02/07/2024] [Accepted: 10/19/2024] [Indexed: 11/30/2024] Open
Abstract
Fungi are known to produce many chemically diversified metabolites, yet their ecological roles are not always fully understood. The blue cheese fungus Penicillium roqueforti thrives in different ecological niches and is known to produce a wide range of metabolites, including mycotoxins. Three P. roqueforti populations have been domesticated for cheese production and two populations thrive in other anthropized environments, i.e., food, lumber and silage. In this study, we looked for differences in targeted and untargeted metabolite production profiles between populations using HPLC-HR-Q-TOF and UHPLC-Q-TOF-HR-MS/MS. The non-cheese populations produced several fatty acids and different terpenoids, lacking in cheese strains. The Termignon cheese population displayed intermediate metabolite profiles between cheese and non-cheese populations, as previously shown for other traits. The non-Roquefort cheese population with the strongest domestication syndrome, produced the lowest quantities of measured metabolites, including mycophenolic acid (MPA), andrastin A and PR toxin. Its inability to produce MPA was due to a deletion in the mpaC gene, while a premature stop codon in ORF 11 of the PR toxin gene cluster explained PR toxin absence and the accumulation of its intermediates, i.e., eremofortins A and B. In the Roquefort population, we detected no PR toxin nor eremofortins A or B, but found no indel or frameshift mutation, suggesting downregulation. The hypotoxigenic trait of domesticated cheese populations can be hypothesized to be linked to the loss of this ability through trait degeneration and/or the selection of low toxin producers. It may also be due to the fact that populations from other anthropized environments maintained high metabolite diversity as the bioactivities of these compounds are likely important in these ecological niches.
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Affiliation(s)
- E Crequer
- Laboratoire Universitaire de Biodiversité Et Ecologie Microbienne, Univ. Brest, INRAE, 29280, Plouzane, France
- Laboratoire Ecologie Systématique et Evolution, UMR 8079, AgroParisTech, Université Paris-Saclay, CNRS, Bâtiment 680, 12 Route RD 128, 91190, Gif-Sur-Yvette, France
| | - E Coton
- Laboratoire Universitaire de Biodiversité Et Ecologie Microbienne, Univ. Brest, INRAE, 29280, Plouzane, France
| | - G Cueff
- Laboratoire Universitaire de Biodiversité Et Ecologie Microbienne, Univ. Brest, INRAE, 29280, Plouzane, France
| | - J V Cristiansen
- Department of Biotechnology and Biomedicine, Technical University of Denmark, 2800, Kongens Lyngby, Denmark
| | - J C Frisvad
- Department of Biotechnology and Biomedicine, Technical University of Denmark, 2800, Kongens Lyngby, Denmark
| | - R C Rodríguez de la Vega
- Laboratoire Ecologie Systématique et Evolution, UMR 8079, AgroParisTech, Université Paris-Saclay, CNRS, Bâtiment 680, 12 Route RD 128, 91190, Gif-Sur-Yvette, France
| | - T Giraud
- Laboratoire Ecologie Systématique et Evolution, UMR 8079, AgroParisTech, Université Paris-Saclay, CNRS, Bâtiment 680, 12 Route RD 128, 91190, Gif-Sur-Yvette, France
| | - J-L Jany
- Laboratoire Universitaire de Biodiversité Et Ecologie Microbienne, Univ. Brest, INRAE, 29280, Plouzane, France
| | - M Coton
- Laboratoire Universitaire de Biodiversité Et Ecologie Microbienne, Univ. Brest, INRAE, 29280, Plouzane, France.
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7
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Sakai K, Sato K, Kaneoke M, Kusumoto KI. Isolation and characterization of koji mold (Aspergillus oryzae) from nature in Niigata. J Biosci Bioeng 2024; 138:415-422. [PMID: 39227280 DOI: 10.1016/j.jbiosc.2024.08.005] [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: 06/28/2024] [Revised: 08/01/2024] [Accepted: 08/10/2024] [Indexed: 09/05/2024]
Abstract
Koji mold (Aspergillus oryzae) is a key microorganism in brewing and fermentation in Japan. We isolated koji molds from the environment in Niigata Prefecture. Eighty-one environmental samples were placed on isolation medium made from steamed rice with wood ash and 36 Aspergillus section Flavi-like strains were obtained. Of those, 26 strains did not produce aflatoxin. We studied their morphology, sequence of ITS region, calmodulin gene, aflatoxin biosynthetic homologous gene cluster and α-amylase gene and fermentation-related enzyme activities. Furthermore, DNA-seq analysis of 14 strains from 26 non-aflatoxin producing strains were conducted and compared the three mycotoxin biosynthetic gene clusters (aflatoxin, cyclopiazonic acid, and aflatrem) and fermentation-related genes against those of reference strain A. oryzae RIB40. In some strains, gene sequences confirmed the absence of mycotoxin production, but differences in fermentation-related enzyme activities could not be explained well by amino acid substitutions. We classified the 26 isolates into 6 morphology types based on the appearance of colonies and mating types, and it was found that strains of the same morphology type had similar enzymatic profiles and gene sequences. Our results show that koji molds with various properties occur in the environment, and it will expand the possibilities of koji mold in industrial use.
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Affiliation(s)
- Kanae Sakai
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Keigo Sato
- Niigata Prefectural Sake Research Institute, 2-5932-133 Suido-cho, Chuo-ku, Niigata 951-8121, Japan
| | - Mitsuoki Kaneoke
- Niigata Prefectural Sake Research Institute, 2-5932-133 Suido-cho, Chuo-ku, Niigata 951-8121, Japan
| | - Ken-Ichi Kusumoto
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan.
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8
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Zhang X, Leahy I, Collemare J, Seidl MF. Genomic Localization Bias of Secondary Metabolite Gene Clusters and Association with Histone Modifications in Aspergillus. Genome Biol Evol 2024; 16:evae228. [PMID: 39447018 PMCID: PMC11542625 DOI: 10.1093/gbe/evae228] [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: 02/21/2024] [Revised: 09/26/2024] [Accepted: 10/06/2024] [Indexed: 10/26/2024] Open
Abstract
Fungi are well-known producers of bioactive secondary metabolites (SMs), which have been exploited for decades by humankind for various medical applications like therapeutics and antibiotics. SMs are synthesized by biosynthetic gene clusters (BGCs)-physically co-localized and co-regulated genes. Because BGCs are often regulated by histone post-translational modifications (PTMs), it was suggested that their chromosomal location is important for their expression. Studies in a few fungal species indicated an enrichment of BGCs in sub-telomeric regions; however, there is no evidence that BGCs with distinct genomic localization are regulated by different histone PTMs. Here, we used 174 Aspergillus species covering 22 sections to determine the correlation between BGC genomic localization, gene expression, and histone PTMs. We found a high abundance and diversity of SM backbone genes across the Aspergillus genus, with notable unique genes within sections. Being unique or conserved in many species, BGCs showed a strong bias for being localized in low-synteny regions, regardless of their position in chromosomes. Using chromosome-level assemblies, we also confirmed a significantly biased localization in sub-telomeric regions. Notably, SM backbone genes in sub-telomeric regions and about half of those in low-synteny regions exhibit higher gene expression variability, likely due to the similar higher variability in H3K4me3 and H3K36me3 histone PTMs; while variations in histone H3 acetylation and H3K9me3 are not correlated to genomic localization and expression variation, as analyzed in two Aspergillus species. Expression variability across four Aspergillus species further supports that BGCs tend to be located in low-synteny regions and that regulation of expression in those regions likely involves different histone PTMs than the most commonly studied modifications.
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Affiliation(s)
- Xin Zhang
- Department of Biology, Theoretical Biology and Bioinformatics Group, Utrecht University, Utrecht 3584 CH, The Netherlands
- Westerdijk Fungal Biodiversity Institute, Utrecht 3584 CT, The Netherlands
| | - Iseult Leahy
- Department of Biology, Theoretical Biology and Bioinformatics Group, Utrecht University, Utrecht 3584 CH, The Netherlands
| | - Jérȏme Collemare
- Westerdijk Fungal Biodiversity Institute, Utrecht 3584 CT, The Netherlands
| | - Michael F Seidl
- Department of Biology, Theoretical Biology and Bioinformatics Group, Utrecht University, Utrecht 3584 CH, The Netherlands
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9
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Somerville V, Thierer N, Schmidt RS, Roetschi A, Braillard L, Haueter M, Berthoud H, Shani N, von Ah U, Mazel F, Engel P. Genomic and phenotypic imprints of microbial domestication on cheese starter cultures. Nat Commun 2024; 15:8642. [PMID: 39366947 PMCID: PMC11452379 DOI: 10.1038/s41467-024-52687-7] [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: 03/29/2024] [Accepted: 09/16/2024] [Indexed: 10/06/2024] Open
Abstract
Domestication - the artificial selection of wild species to obtain variants with traits of human interest - was integral to the rise of complex societies. The oversupply of food was probably associated with the formalization of food preservation strategies through microbial fermentation. While considerable literature exists on the antiquity of fermented food, only few eukaryotic microbes have been studied so far for signs of domestication, less is known for bacteria. Here, we tested if cheese starter cultures harbour typical hallmarks of domestication by characterising over 100 community samples and over 100 individual strains isolated from historical and modern traditional Swiss cheese starter cultures. We find that cheese starter cultures have low genetic diversity both at the species and strain-level and maintained stable phenotypic traits. Molecular clock dating further suggests that the evolutionary origin of the bacteria approximately coincided with the first archaeological records of cheese making. Finally, we find evidence for ongoing genome decay and pseudogenization via transposon insertion related to a reduction of their niche breadth. Future work documenting the prevalence of these hallmarks across diverse fermented food systems and geographic regions will be key to unveiling the joint history of humanity with fermented food microbes.
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Affiliation(s)
- Vincent Somerville
- Department of Fundamental Microbiology, University of Lausanne, Lausanne, Switzerland.
- Agroscope, Liebefeld, Switzerland.
- Université Laval, Quebec, Canada.
- McGill, Montréal, Canada.
| | | | | | | | | | | | | | | | | | - Florent Mazel
- Department of Fundamental Microbiology, University of Lausanne, Lausanne, Switzerland
| | - Philipp Engel
- Department of Fundamental Microbiology, University of Lausanne, Lausanne, Switzerland
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10
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Maini Rekdal V, Villalobos-Escobedo JM, Rodriguez-Valeron N, Olaizola Garcia M, Prado Vásquez D, Rosales A, Sörensen PM, Baidoo EEK, Calheiros de Carvalho A, Riley R, Lipzen A, He G, Yan M, Haridas S, Daum C, Yoshinaga Y, Ng V, Grigoriev IV, Munk R, Wijaya CH, Nuraida L, Damayanti I, Cruz-Morales P, Keasling JD. Neurospora intermedia from a traditional fermented food enables waste-to-food conversion. Nat Microbiol 2024; 9:2666-2683. [PMID: 39209985 PMCID: PMC11445060 DOI: 10.1038/s41564-024-01799-3] [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: 08/07/2023] [Accepted: 07/25/2024] [Indexed: 09/04/2024]
Abstract
Fungal fermentation of food and agricultural by-products holds promise for improving food sustainability and security. However, the molecular basis of fungal waste-to-food upcycling remains poorly understood. Here we use a multi-omics approach to characterize oncom, a fermented food traditionally produced from soymilk by-products in Java, Indonesia. Metagenomic sequencing of samples from small-scale producers in Western Java indicated that the fungus Neurospora intermedia dominates oncom. Further transcriptomic, metabolomic and phylogenomic analysis revealed that oncom-derived N. intermedia utilizes pectin and cellulose degradation during fermentation and belongs to a genetically distinct subpopulation associated with human-generated by-products. Finally, we found that N. intermedia grew on diverse by-products such as fruit and vegetable pomace and plant-based milk waste, did not encode mycotoxins, and could create foods that were positively perceived by consumers outside Indonesia. These results showcase the traditional significance and future potential of fungal fermentation for creating delicious and nutritious foods from readily available by-products.
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Affiliation(s)
- Vayu Maini Rekdal
- Department of Bioengineering, University of California Berkeley, Berkeley, CA, USA
- Miller Institute for Basic Research in Science, University of California Berkeley, Berkeley, CA, USA
- Joint BioEnergy Institute, Emeryville, CA, USA
| | - José Manuel Villalobos-Escobedo
- Department of Plant and Microbial Biology, University of California Berkeley, Berkeley, CA, USA
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
- Tecnológico de Monterrey, Institute for Obesity Research, Monterrey, Nuevo León, Mexico
| | - Nabila Rodriguez-Valeron
- ALCHEMIST Explore, Research and Development, Alchemist Aps, Copenhagen, Denmark
- Basque Culinary Center, Mondragon Universitatea, Donostia, Gipuzkoa, Spain
| | | | - Diego Prado Vásquez
- ALCHEMIST Explore, Research and Development, Alchemist Aps, Copenhagen, Denmark
| | - Alexander Rosales
- Joint BioEnergy Institute, Emeryville, CA, USA
- Department of Chemical and Biomolecular Engineering, University of California Berkeley, Berkeley, CA, USA
| | - Pia M Sörensen
- Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA
| | - Edward E K Baidoo
- Joint BioEnergy Institute, Emeryville, CA, USA
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Ana Calheiros de Carvalho
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Robert Riley
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Anna Lipzen
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Guifen He
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Mi Yan
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Sajeet Haridas
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Christopher Daum
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Yuko Yoshinaga
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Vivian Ng
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Igor V Grigoriev
- Department of Plant and Microbial Biology, University of California Berkeley, Berkeley, CA, USA
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Rasmus Munk
- ALCHEMIST Explore, Research and Development, Alchemist Aps, Copenhagen, Denmark
| | - Christofora Hanny Wijaya
- Department of Food Science and Technology, Faculty of Agricultural Engineering, IPB University (Bogor Agricultural University), Dramaga, Indonesia
| | - Lilis Nuraida
- Department of Food Science and Technology, Faculty of Agricultural Engineering, IPB University (Bogor Agricultural University), Dramaga, Indonesia
| | - Isty Damayanti
- Department of Food Science and Technology, Faculty of Agricultural Engineering, IPB University (Bogor Agricultural University), Dramaga, Indonesia
| | - Pablo Cruz-Morales
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Jay D Keasling
- Department of Bioengineering, University of California Berkeley, Berkeley, CA, USA.
- Joint BioEnergy Institute, Emeryville, CA, USA.
- Department of Chemical and Biomolecular Engineering, University of California Berkeley, Berkeley, CA, USA.
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark.
- California Institute of Quantitative Biosciences (QB3), University of California Berkeley, Berkeley, CA, USA.
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11
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van Dam L, Cruz-Morales P, Rodriguez Valerón N, Calheiros de Carvalho A, Prado Vásquez D, Lübke M, Kloster Pedersen L, Munk R, Sommer MOA, Jahn LJ. GastronOmics: Edibility and safety of mycelium of the oyster mushroom Pleurotus ostreatus. Curr Res Food Sci 2024; 9:100866. [PMID: 39429921 PMCID: PMC11490876 DOI: 10.1016/j.crfs.2024.100866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 09/20/2024] [Accepted: 09/20/2024] [Indexed: 10/22/2024] Open
Abstract
Food production is one of the most environmentally damaging human activities. In the face of climate change, it is essential to rethink our dietary habits and explore potential alternative foods catering both towards human and planetary needs. Fungal mycelium might be an attractive alternative protein source due to its rapid growth on sustainable substrates as well as promising nutritional and organoleptic properties. The natural biodiversity of filamentous fungi is vast and represents an untapped reservoir for food innovation. However, fungi are known to produce bioactive compounds that may affect human health, both positively and negatively. To narrow the search for safe and culinarily attractive fungal species, mycelia of edible fruiting-body forming fungi provide a promising starting point. Here, we explore whether the culinary attractiveness and safety of the commonly eaten mushroom, Pleurotus ostreatus, can also be translated to its mycelium. Whole-genome sequencing and pan-genome analysis revealed a high degree of genetic variability within the genus Pleurotus, suggesting that gastronomic traits as well as food safety may differ between strains. A representative strain, P. ostreatus M2191, was further analyzed for the food safety, nutritional properties and culinary applicability of its mycelium. No regulated mycotoxins were detected in either the fruiting body nor the mycelium. Yet, P. ostreatus is known to produce four peptide toxins, Ostreatin, Ostreolysin and Pleurotoysin A/B. These were found to be lower in the mycelium compared to fruiting bodies, which are already considered safe for consumption. Instead, a number of secondary metabolites with potential health benefits were detected in the fungal mycelium. In silico analysis of the proteome suggested low allergenicity. In addition, the fruiting body and the mycelium showed similar nutritional value, which was dependent on the growth substrate. To highlight the culinary potential of mycelium, we created a dish served at the two-star restaurant the Alchemist in Copenhagen, Denmark. Sensory analysis of the mycelium dish by an untrained consumer panel indicated consumer liking and openness to fungal mycelia. Based on sustainability, safety, culinary potential, and consumer acceptance, our findings suggest that P. ostreatus mycelium has great potential for use as a novel food source.
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Affiliation(s)
- Loes van Dam
- Novo Nordisk Foundation Center for Biosustainability, DTU Biosustain, Technical University of Denmark, Kgs. Lyngby, DK-2800, Denmark
| | - Pablo Cruz-Morales
- Novo Nordisk Foundation Center for Biosustainability, DTU Biosustain, Technical University of Denmark, Kgs. Lyngby, DK-2800, Denmark
| | - Nabila Rodriguez Valerón
- Basque Culinary Center, Facultad de Ciencias Gastronómicas, Mondragon Unibersitatea, Donostia– San Sebastián, Spain
| | - Ana Calheiros de Carvalho
- Novo Nordisk Foundation Center for Biosustainability, DTU Biosustain, Technical University of Denmark, Kgs. Lyngby, DK-2800, Denmark
| | - Diego Prado Vásquez
- ALCHEMIST Explore, Research and Development, Alchemist Aps, Refshalevej 173C, 1432, København, Denmark
| | - Moritz Lübke
- Novo Nordisk Foundation Center for Biosustainability, DTU Biosustain, Technical University of Denmark, Kgs. Lyngby, DK-2800, Denmark
| | | | - Rasmus Munk
- ALCHEMIST Explore, Research and Development, Alchemist Aps, Refshalevej 173C, 1432, København, Denmark
| | - Morten Otto Alexander Sommer
- Novo Nordisk Foundation Center for Biosustainability, DTU Biosustain, Technical University of Denmark, Kgs. Lyngby, DK-2800, Denmark
| | - Leonie Johanna Jahn
- Novo Nordisk Foundation Center for Biosustainability, DTU Biosustain, Technical University of Denmark, Kgs. Lyngby, DK-2800, Denmark
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12
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Furukawa T, Sakai K, Suzuki T, Tanaka T, Kushiro M, Kusumoto KI. Comparative Genome Analysis of Japanese Field-Isolated Aspergillus for Aflatoxin Productivity and Non-Productivity. J Fungi (Basel) 2024; 10:459. [PMID: 39057344 PMCID: PMC11278155 DOI: 10.3390/jof10070459] [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: 05/30/2024] [Revised: 06/21/2024] [Accepted: 06/26/2024] [Indexed: 07/28/2024] Open
Abstract
Aspergillus flavus produces aflatoxin, a carcinogenic fungal toxin that poses a threat to the agricultural and food industries. There is a concern that the distribution of aflatoxin-producing A. flavus is expanding in Japan due to climate change, and it is necessary to understand what types of strains inhabit. In this study, we sequenced the genomes of four Aspergillus strains isolated from agricultural fields in the Ibaraki prefecture of Japan and identified their genetic variants. Phylogenetic analysis based on single-nucleotide variants revealed that the two aflatoxin-producing strains were closely related to A. flavus NRRL3357, whereas the two non-producing strains were closely related to the RIB40 strain of Aspergillus oryzae, a fungus widely used in the Japanese fermentation industry. A detailed analysis of the variants in the aflatoxin biosynthetic gene cluster showed that the two aflatoxin-producing strains belonged to different morphotype lineages. RT-qPCR results indicated that the expression of aflatoxin biosynthetic genes was consistent with aflatoxin production in the two aflatoxin-producing strains, whereas the two non-producing strains expressed most of the aflatoxin biosynthetic genes, unlike common knowledge in A. oryzae, suggesting that the lack of aflatoxin production was attributed to genes outside of the aflatoxin biosynthetic gene cluster in these strains.
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Affiliation(s)
- Tomohiro Furukawa
- Institute of Food Research, National Agriculture and Food Research Organization (NARO), 2-1-12 Kannondai, Tsukuba 305-8642, Japan
| | - Kanae Sakai
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita 565-0871, Japan
| | - Tadahiro Suzuki
- Institute of Food Research, National Agriculture and Food Research Organization (NARO), 2-1-12 Kannondai, Tsukuba 305-8642, Japan
| | - Takumi Tanaka
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita 565-0871, Japan
| | - Masayo Kushiro
- Institute of Food Research, National Agriculture and Food Research Organization (NARO), 2-1-12 Kannondai, Tsukuba 305-8642, Japan
| | - Ken-Ichi Kusumoto
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita 565-0871, Japan
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13
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Gänzle MG, Monnin L, Zheng J, Zhang L, Coton M, Sicard D, Walter J. Starter Culture Development and Innovation for Novel Fermented Foods. Annu Rev Food Sci Technol 2024; 15:211-239. [PMID: 38052450 DOI: 10.1146/annurev-food-072023-034207] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2023]
Abstract
Interest in fermented foods is increasing because fermented foods are promising solutions for more secure food systems with an increased proportion of minimally processed plant foods and a smaller environmental footprint. These developments also pertain to novel fermented food for which no traditional template exists, raising the question of how to develop starter cultures for such fermentations. This review establishes a framework that integrates traditional and scientific knowledge systems for the selection of suitable cultures. Safety considerations, the use of organisms in traditional food fermentations, and the link of phylogeny to metabolic properties provide criteria for culture selection. Such approaches can also select for microbial strains that have health benefits. A science-based approach to the development of novel fermented foods can substantially advance their value through more secure food systems, food products that provide health-promoting microbes, and the provision of foods that improve human health.
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Affiliation(s)
- Michael G Gänzle
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada;
- College of Bioengineering and Food Science, Hubei University of Technology, Wuhan, Hubei, People's Republic of China
| | - Ludovic Monnin
- SPO, Université Montpellier, INRAE, Institut Agro, Montpellier, France
- Lallemand Oenology, Blagnac, France
| | - Jinshui Zheng
- National Key Laboratory for Agricultural Microbiology, Huazhong Agricultural University, Wuhan, Hubei, People's Republic of China
| | - Lingxiao Zhang
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada;
| | - Monika Coton
- Laboratoire Universitaire de Biodiversité et Ecologie Microbienne, Université de Brest, INRAE, Plouzané, France
| | - Delphine Sicard
- SPO, Université Montpellier, INRAE, Institut Agro, Montpellier, France
| | - Jens Walter
- APC Microbiome Ireland, School of Microbiology, and Department of Medicine, University College Cork, Cork, Ireland
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14
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Gangurde SS, Korani W, Bajaj P, Wang H, Fountain JC, Agarwal G, Pandey MK, Abbas HK, Chang PK, Holbrook CC, Kemerait RC, Varshney RK, Dutta B, Clevenger JP, Guo B. Aspergillus flavus pangenome (AflaPan) uncovers novel aflatoxin and secondary metabolite associated gene clusters. BMC PLANT BIOLOGY 2024; 24:354. [PMID: 38693487 PMCID: PMC11061970 DOI: 10.1186/s12870-024-04950-8] [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: 02/15/2024] [Accepted: 03/26/2024] [Indexed: 05/03/2024]
Abstract
BACKGROUND Aspergillus flavus is an important agricultural and food safety threat due to its production of carcinogenic aflatoxins. It has high level of genetic diversity that is adapted to various environments. Recently, we reported two reference genomes of A. flavus isolates, AF13 (MAT1-2 and highly aflatoxigenic isolate) and NRRL3357 (MAT1-1 and moderate aflatoxin producer). Where, an insertion of 310 kb in AF13 included an aflatoxin producing gene bZIP transcription factor, named atfC. Observations of significant genomic variants between these isolates of contrasting phenotypes prompted an investigation into variation among other agricultural isolates of A. flavus with the goal of discovering novel genes potentially associated with aflatoxin production regulation. Present study was designed with three main objectives: (1) collection of large number of A. flavus isolates from diverse sources including maize plants and field soils; (2) whole genome sequencing of collected isolates and development of a pangenome; and (3) pangenome-wide association study (Pan-GWAS) to identify novel secondary metabolite cluster genes. RESULTS Pangenome analysis of 346 A. flavus isolates identified a total of 17,855 unique orthologous gene clusters, with mere 41% (7,315) core genes and 59% (10,540) accessory genes indicating accumulation of high genomic diversity during domestication. 5,994 orthologous gene clusters in accessory genome not annotated in either the A. flavus AF13 or NRRL3357 reference genomes. Pan-genome wide association analysis of the genomic variations identified 391 significant associated pan-genes associated with aflatoxin production. Interestingly, most of the significantly associated pan-genes (94%; 369 associations) belonged to accessory genome indicating that genome expansion has resulted in the incorporation of new genes associated with aflatoxin and other secondary metabolites. CONCLUSION In summary, this study provides complete pangenome framework for the species of Aspergillus flavus along with associated genes for pathogen survival and aflatoxin production. The large accessory genome indicated large genome diversity in the species A. flavus, however AflaPan is a closed pangenome represents optimum diversity of species A. flavus. Most importantly, the newly identified aflatoxin producing gene clusters will be a new source for seeking aflatoxin mitigation strategies and needs new attention in research.
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Affiliation(s)
- Sunil S Gangurde
- Department of Plant Pathology, University of Georgia, Tifton, GA, 31793, USA
- Crop Protection and Management Research Unit, USDA-ARS, Tifton, GA, 31793, USA
| | - Walid Korani
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Prasad Bajaj
- International Crop Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, 502324, Telangana, India
| | - Hui Wang
- Department of Plant Pathology, University of Georgia, Tifton, GA, 31793, USA
| | - Jake C Fountain
- Department of Plant Pathology, University of Georgia, Griffin, GA, 30223, USA
| | - Gaurav Agarwal
- Department of Plant Biology, Michigan State University, East Lansing, MI, 48823, USA
| | - Manish K Pandey
- International Crop Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, 502324, Telangana, India.
| | - Hamed K Abbas
- Biological Control of Pests Research Unit, USDA-ARS, Stoneville, MS, 38776, USA
| | - Perng-Kuang Chang
- Southern Regional Research Center, USDA-ARS, New Orleans, LA, 70124, USA
| | - C Corley Holbrook
- Crop Protection and Management Research Unit, USDA-ARS, Tifton, GA, 31793, USA
| | - Robert C Kemerait
- Department of Plant Pathology, University of Georgia, Tifton, GA, 31793, USA
| | - Rajeev K Varshney
- WA State Biotechnology Centre, Centre for Crop and Food innovation, Food Futures Institute, Murdoch University, Murdoch, WA, 6150, Australia
| | - Bhabesh Dutta
- Department of Plant Pathology, University of Georgia, Tifton, GA, 31793, USA
| | - Josh P Clevenger
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA.
| | - Baozhu Guo
- Crop Protection and Management Research Unit, USDA-ARS, Tifton, GA, 31793, USA.
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15
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Steenwyk JL, Balamurugan C, Raja HA, Gonçalves C, Li N, Martin F, Berman J, Oberlies NH, Gibbons JG, Goldman GH, Geiser DM, Houbraken J, Hibbett DS, Rokas A. Phylogenomics reveals extensive misidentification of fungal strains from the genus Aspergillus. Microbiol Spectr 2024; 12:e0398023. [PMID: 38445873 PMCID: PMC10986620 DOI: 10.1128/spectrum.03980-23] [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: 11/20/2023] [Accepted: 02/18/2024] [Indexed: 03/07/2024] Open
Abstract
Modern taxonomic classification is often based on phylogenetic analyses of a few molecular markers, although single-gene studies are still common. Here, we leverage genome-scale molecular phylogenetics (phylogenomics) of species and populations to reconstruct evolutionary relationships in a dense data set of 710 fungal genomes from the biomedically and technologically important genus Aspergillus. To do so, we generated a novel set of 1,362 high-quality molecular markers specific for Aspergillus and provided profile Hidden Markov Models for each, facilitating their use by others. Examining the resulting phylogeny helped resolve ongoing taxonomic controversies, identified new ones, and revealed extensive strain misidentification (7.59% of strains were previously misidentified), underscoring the importance of population-level sampling in species classification. These findings were corroborated using the current standard, taxonomically informative loci. These findings suggest that phylogenomics of species and populations can facilitate accurate taxonomic classifications and reconstructions of the Tree of Life.IMPORTANCEIdentification of fungal species relies on the use of molecular markers. Advances in genomic technologies have made it possible to sequence the genome of any fungal strain, making it possible to use genomic data for the accurate assignment of strains to fungal species (and for the discovery of new ones). We examined the usefulness and current limitations of genomic data using a large data set of 710 publicly available genomes from multiple strains and species of the biomedically, agriculturally, and industrially important genus Aspergillus. Our evolutionary genomic analyses revealed that nearly 8% of publicly available Aspergillus genomes are misidentified. Our work highlights the usefulness of genomic data for fungal systematic biology and suggests that systematic genome sequencing of multiple strains, including reference strains (e.g., type strains), of fungal species will be required to reduce misidentification errors in public databases.
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Affiliation(s)
- Jacob L. Steenwyk
- Howards Hughes Medical Institute and the Department of Molecular and Cell Biology, University of California, Berkeley, California, USA
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, USA
- Evolutionary Studies Initiative, Vanderbilt University, Nashville, Tennessee, USA
| | - Charu Balamurugan
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, USA
- Evolutionary Studies Initiative, Vanderbilt University, Nashville, Tennessee, USA
| | - Huzefa A. Raja
- Department of Chemistry and Biochemistry, University of North Carolina at Greensboro, Greensboro, North Carolina, USA
| | - Carla Gonçalves
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, USA
- Evolutionary Studies Initiative, Vanderbilt University, Nashville, Tennessee, USA
| | - Ningxiao Li
- Department of Plant Pathology, University of California, Davis, California, USA
- USDA-ARS, Salinas, California, USA
| | | | - Judith Berman
- Shmunis School of Biomedicine and Cancer Research, George S. Wise Faculty of Life Sciences, Tel Aviv University, Ramat Aviv, Israel
| | - Nicholas H. Oberlies
- Department of Chemistry and Biochemistry, University of North Carolina at Greensboro, Greensboro, North Carolina, USA
| | - John G. Gibbons
- Department of Food Science, University of Massachusetts, Amherst, Massachusetts, USA
- Molecular and Cellular Biology Graduate Program, University of Massachusetts, Amherst, Massachusetts, USA
- Organismic and Evolutionary Biology Graduate Program, University of Massachusetts, Amherst, Massachusetts, USA
| | - Gustavo H. Goldman
- Faculdade de Ciencias Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, São Paulo, Brazil
| | - David M. Geiser
- Department of Plant Pathology and Environmental Microbiology, Penn State University, University Park, Pennsylvania, USA
| | - Jos Houbraken
- Food and Indoor Mycology, Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
| | - David S. Hibbett
- Biology Department, Clark University, Worcester, Massachusetts, USA
| | - Antonis Rokas
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, USA
- Evolutionary Studies Initiative, Vanderbilt University, Nashville, Tennessee, USA
- Heidelberg Institute for Theoretical Studies, Schloss-Wolfsbrunnenweg, Heidelberg, Germany
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16
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Bush DS, Calla B, Berenbaum MR. An Aspergillus flavus strain from bee bread of the Western honey bee ( Apis mellifera) displays adaptations to distinctive features of the hive environment. Ecol Evol 2024; 14:e10918. [PMID: 38389995 PMCID: PMC10883247 DOI: 10.1002/ece3.10918] [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: 08/04/2023] [Revised: 12/20/2023] [Accepted: 01/08/2024] [Indexed: 02/24/2024] Open
Abstract
Aspergillus fungi are ubiquitous inhabitants of colonies of the western honey bee (Apis mellifera), where they interact with bees in associations ranging from parasitism to possible mutualism. Aspergillus Flavi fungi are frequently found in bee bread (pollen processed for longterm storage) and are thought to contribute to food preparation, processing, preservation, and digestion. Conditions in the hive are challenging for fungi due, in part, to xeric and acidic properties of bee bread and the omnipresence of propolis, an antimicrobial product manufactured by bees from plant resins. We used quantitative and qualitative assays to determine whether A. flavus isolated from bee bread demonstrates tolerance for hive environmental conditions in terms of temperature, pH, osmotic pressure, and propolis exposure. Comparisons made use of three strains of A. flavus: a fungal biocontrol product not known from beehives (AF36), a strain isolated from bee bread (AFBB) in hives from central Illinois, and a pathogenic strain from a honey bee colony displaying symptoms of stonebrood (AFPA). Strain AFBB displayed higher tolerance of acidic conditions, low matric potential (simulating xeric substrate), and propolis exposure than did other strains. A genomic comparison between this new strain and the reference NRRL-3357 showed that AFBB, like AF36, might be blocked from carrying out aflatoxin biosynthesis. Sequence comparisons also revealed several missense variants in genes that encode proteins regulating osmotolerance and osmotic pressure in Aspergillus spp., including SakA, SskB, GfdA, and TcsB/Sln1. Collectively, results of our laboratory assays and genetic analyses are consistent with the suggestion that the strain isolated from bee bread is adapted to the bee bread environment and may have persisted due to a coevolutionary relationship between Aspergillus and A. mellifera. This finding bolsters recent concerns about the effects of fungicide use near bee colonies and broadens the ecological importance of highly adaptable fungal strains.
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Affiliation(s)
- Daniel S. Bush
- Deparment of EntomologyUniversity of IllinoisUrbanaIllinoisUSA
| | - Bernarda Calla
- USDA‐ARS Pacific Shellfish Research UnitCorvallisOregonUSA
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17
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McTaggart AR, McLaughlin S, Slot JC, McKernan K, Appleyard C, Bartlett TL, Weinert M, Barlow C, Warne LN, Shuey LS, Drenth A, James TY. Domestication through clandestine cultivation constrained genetic diversity in magic mushrooms relative to naturalized populations. Curr Biol 2023; 33:5147-5159.e7. [PMID: 38052161 DOI: 10.1016/j.cub.2023.10.059] [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: 06/20/2023] [Revised: 09/04/2023] [Accepted: 10/26/2023] [Indexed: 12/07/2023]
Abstract
Fungi that are edible or fermentative were domesticated through selective cultivation of their desired traits. Domestication is often associated with inbreeding or selfing, which may fix traits other than those under selection, and causes an overall decrease in heterozygosity. A hallucinogenic mushroom, Psilocybe cubensis, was domesticated from its niche in livestock dung for production of psilocybin. It has caused accidental poisonings since the 1940s in Australia, which is a population hypothesized to be introduced from an unknown center of origin. We sequenced genomes of 38 isolates from Australia and compared them with 86 genomes of commercially available cultivars to determine (1) whether P. cubensis was introduced to Australia, and (2) how domestication has impacted commercial cultivars. Our analyses of genome-wide SNPs and single-copy orthologs showed that the Australian population is naturalized, having recovered its effective population size after a bottleneck when it was introduced, and it has maintained relatively high genetic diversity based on measures of nucleotide and allelic diversity. In contrast, domesticated cultivars generally have low effective population sizes and hallmarks of selfing and clonal propagation, including low genetic diversity, low heterozygosity, high linkage disequilibrium, and low allelic diversity of mating-compatibility genes. Analyses of kinship show that most cultivars are founded from related populations. Alleles in the psilocybin gene cluster are identical across most cultivars of P. cubensis with low diversity across coding sequence; however, unique allelic diversity in Australia and some cultivars may translate to differences in biosynthesis of psilocybin and its analogs.
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Affiliation(s)
- Alistair R McTaggart
- Centre for Horticultural Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Ecosciences Precinct, Dutton Park, QLD 4102, Australia; Funky Fungus, Burpengary, QLD 4505, Australia.
| | | | - Jason C Slot
- Department of Plant Pathology, The Ohio State University, Columbus, OH 43210, USA
| | - Kevin McKernan
- Research and Development, Medicinal Genomics, Beverly, MA 01915, USA
| | | | - Tia L Bartlett
- Centre for Horticultural Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Ecosciences Precinct, Dutton Park, QLD 4102, Australia
| | - Matthew Weinert
- Entheogenesis Australis, PO Box 2046, Belgrave, 3160 VIC, Australia
| | - Caine Barlow
- Entheogenesis Australis, PO Box 2046, Belgrave, 3160 VIC, Australia
| | - Leon N Warne
- Little Green Pharma, West Perth, WA 6005, Australia
| | - Louise S Shuey
- Queensland Department of Agriculture and Fisheries, Ecosciences Precinct, Dutton Park, QLD 4102, Australia
| | - André Drenth
- Centre for Horticultural Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Ecosciences Precinct, Dutton Park, QLD 4102, Australia
| | - Timothy Y James
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI 48104, USA
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18
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Abstract
For thousands of years, humans have enjoyed the novel flavors, increased shelf-life, and nutritional benefits that microbes provide in fermented foods and beverages. Recent sequencing surveys of ferments have mapped patterns of microbial diversity across space, time, and production practices. But a mechanistic understanding of how fermented food microbiomes assemble has only recently begun to emerge. Using three foods as case studies (surface-ripened cheese, sourdough starters, and fermented vegetables), we use an ecological and evolutionary framework to identify how microbial communities assemble in ferments. By combining in situ sequencing surveys with in vitro models, we are beginning to understand how dispersal, selection, diversification, and drift generate the diversity of fermented food communities. Most food producers are unaware of the ecological processes occurring in their production environments, but the theory and models of ecology and evolution can provide new approaches for managing fermented food microbiomes, from farm to ferment.
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Affiliation(s)
- Nicolas L Louw
- Department of Biology, Tufts University, Medford, Massachusetts, USA; , , , ,
| | - Kasturi Lele
- Department of Biology, Tufts University, Medford, Massachusetts, USA; , , , ,
| | - Ruby Ye
- Department of Biology, Tufts University, Medford, Massachusetts, USA; , , , ,
| | - Collin B Edwards
- Department of Biology, Tufts University, Medford, Massachusetts, USA; , , , ,
- School of Biological Sciences, Washington State University, Vancouver, Washington, USA
| | - Benjamin E Wolfe
- Department of Biology, Tufts University, Medford, Massachusetts, USA; , , , ,
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19
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Cosetta CM, Niccum B, Kamkari N, Dente M, Podniesinski M, Wolfe BE. Bacterial-fungal interactions promote parallel evolution of global transcriptional regulators in a widespread Staphylococcus species. THE ISME JOURNAL 2023; 17:1504-1516. [PMID: 37524910 PMCID: PMC10432416 DOI: 10.1038/s41396-023-01462-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 06/06/2023] [Accepted: 06/15/2023] [Indexed: 08/02/2023]
Abstract
Experimental studies of microbial evolution have largely focused on monocultures of model organisms, but most microbes live in communities where interactions with other species may impact rates and modes of evolution. Using the cheese rind model microbial community, we determined how species interactions shape the evolution of the widespread food- and animal-associated bacterium Staphylococcus xylosus. We evolved S. xylosus for 450 generations alone or in co-culture with one of three microbes: the yeast Debaryomyces hansenii, the bacterium Brevibacterium aurantiacum, and the mold Penicillium solitum. We used the frequency of colony morphology mutants (pigment and colony texture phenotypes) and whole-genome sequencing of isolates to quantify phenotypic and genomic evolution. The yeast D. hansenii strongly promoted diversification of S. xylosus. By the end of the experiment, all populations co-cultured with the yeast were dominated by pigment and colony morphology mutant phenotypes. Populations of S. xylosus grown alone, with B. aurantiacum, or with P. solitum did not evolve novel phenotypic diversity. Whole-genome sequencing of individual mutant isolates across all four treatments identified numerous unique mutations in the operons for the SigB, Agr, and WalRK global regulators, but only in the D. hansenii treatment. Phenotyping and RNA-seq experiments highlighted altered pigment and biofilm production, spreading, stress tolerance, and metabolism of S. xylosus mutants. Fitness experiments revealed antagonistic pleiotropy, where beneficial mutations that evolved in the presence of the yeast had strong negative fitness effects in other biotic environments. This work demonstrates that bacterial-fungal interactions can have long-term evolutionary consequences within multispecies microbiomes by facilitating the evolution of strain diversity.
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Affiliation(s)
- Casey M Cosetta
- Department of Biology, Tufts University, Medford, MA, 02155, USA
| | - Brittany Niccum
- Department of Biology, Tufts University, Medford, MA, 02155, USA
| | - Nick Kamkari
- Department of Biology, Tufts University, Medford, MA, 02155, USA
| | - Michael Dente
- Department of Biology, Tufts University, Medford, MA, 02155, USA
| | | | - Benjamin E Wolfe
- Department of Biology, Tufts University, Medford, MA, 02155, USA.
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20
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Lo Y, Bruxaux J, Rodríguez de la Vega RC, O'Donnell S, Snirc A, Coton M, Le Piver M, Le Prieur S, Roueyre D, Dupont J, Houbraken J, Debuchy R, Ropars J, Giraud T, Branca A. Domestication in dry-cured meat Penicillium fungi: Convergent specific phenotypes and horizontal gene transfers without strong genetic subdivision. Evol Appl 2023; 16:1637-1660. [PMID: 37752962 PMCID: PMC10519415 DOI: 10.1111/eva.13591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 07/17/2023] [Accepted: 08/18/2023] [Indexed: 09/28/2023] Open
Abstract
Some fungi have been domesticated for food production, with genetic differentiation between populations from food and wild environments, and food populations often acquiring beneficial traits through horizontal gene transfers (HGTs). Studying their adaptation to human-made substrates is of fundamental and applied importance for understanding adaptation processes and for further strain improvement. We studied here the population structures and phenotypes of two distantly related Penicillium species used for dry-cured meat production, P. nalgiovense, the most common species in the dry-cured meat food industry, and P. salamii, used locally by farms. Both species displayed low genetic diversity, lacking differentiation between strains isolated from dry-cured meat and those from other environments. Nevertheless, the strains collected from dry-cured meat within each species displayed slower proteolysis and lipolysis than their wild conspecifics, and those of P. nalgiovense were whiter. Phenotypically, the non-dry-cured meat strains were more similar to their sister species than to their conspecific dry-cured meat strains, indicating an evolution of specific phenotypes in dry-cured meat strains. A comparison of available Penicillium genomes from various environments revealed HGTs, particularly between P. nalgiovense and P. salamii (representing almost 1.5 Mb of cumulative length). HGTs additionally involved P. biforme, also found in dry-cured meat products. We further detected positive selection based on amino acid changes. Our findings suggest that selection by humans has shaped the P. salamii and P. nalgiovense populations used for dry-cured meat production, which constitutes domestication. Several genetic and phenotypic changes were similar in P. salamii, P. nalgiovense and P. biforme, indicating convergent adaptation to the same human-made environment. Our findings have implications for fundamental knowledge on adaptation and for the food industry: the discovery of different phenotypes and of two mating types paves the way for strain improvement by conventional breeding, to elucidate the genomic bases of beneficial phenotypes and to generate diversity.
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Affiliation(s)
- Ying‐Chu Lo
- IDEEV – Laboratoire Ecologie, Systématique et Evolution, CNRS, AgroParisTechUniversité Paris‐SaclayGif‐sur‐YvetteFrance
| | - Jade Bruxaux
- IDEEV – Laboratoire Ecologie, Systématique et Evolution, CNRS, AgroParisTechUniversité Paris‐SaclayGif‐sur‐YvetteFrance
- Department of Ecology and Environmental ScienceUmeå UniversityUmeåSweden
| | | | - Samuel O'Donnell
- IDEEV – Laboratoire Ecologie, Systématique et Evolution, CNRS, AgroParisTechUniversité Paris‐SaclayGif‐sur‐YvetteFrance
| | - Alodie Snirc
- IDEEV – Laboratoire Ecologie, Systématique et Evolution, CNRS, AgroParisTechUniversité Paris‐SaclayGif‐sur‐YvetteFrance
| | - Monika Coton
- Univ Brest, Laboratoire Universitaire de Biodiversité et Ecologie MicrobiennePlouzanéFrance
| | - Mélanie Le Piver
- Laboratoire Interprofessionnel de Production – SAS L.I.PAurillacFrance
| | - Stéphanie Le Prieur
- IDEEV – Laboratoire Ecologie, Systématique et Evolution, CNRS, AgroParisTechUniversité Paris‐SaclayGif‐sur‐YvetteFrance
| | - Daniel Roueyre
- Laboratoire Interprofessionnel de Production – SAS L.I.PAurillacFrance
| | - Joëlle Dupont
- Origine, Structure, Evolution de la Biodiversité, UMR 7205 CNRS‐MNHN, Muséum National d'Histoire NaturelleParis Cedex 05France
| | - Jos Houbraken
- Westerdijk Fungal Biodiversity InstituteUtrechtThe Netherlands
| | - Robert Debuchy
- Université Paris‐Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC)Gif‐sur‐YvetteFrance
| | - Jeanne Ropars
- IDEEV – Laboratoire Ecologie, Systématique et Evolution, CNRS, AgroParisTechUniversité Paris‐SaclayGif‐sur‐YvetteFrance
| | - Tatiana Giraud
- IDEEV – Laboratoire Ecologie, Systématique et Evolution, CNRS, AgroParisTechUniversité Paris‐SaclayGif‐sur‐YvetteFrance
| | - Antoine Branca
- IDEEV – Laboratoire Ecologie, Systématique et Evolution, CNRS, AgroParisTechUniversité Paris‐SaclayGif‐sur‐YvetteFrance
- IDEEV – Laboratoire Evolution, Génomes Comportement, EcologieCNRS Université Paris Saclay UMR 9191, IRD UMR 247Gif‐sur‐YvetteFrance
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21
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Crequer E, Ropars J, Jany J, Caron T, Coton M, Snirc A, Vernadet J, Branca A, Giraud T, Coton E. A new cheese population in Penicillium roqueforti and adaptation of the five populations to their ecological niche. Evol Appl 2023; 16:1438-1457. [PMID: 37622099 PMCID: PMC10445096 DOI: 10.1111/eva.13578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 04/26/2023] [Accepted: 06/22/2023] [Indexed: 08/26/2023] Open
Abstract
Domestication is an excellent case study for understanding adaptation and multiple fungal lineages have been domesticated for fermenting food products. Studying domestication in fungi has thus both fundamental and applied interest. Genomic studies have revealed the existence of four populations within the blue-cheese-making fungus Penicillium roqueforti. The two cheese populations show footprints of domestication, but the adaptation of the two non-cheese populations to their ecological niches (i.e., silage/spoiled food and lumber/spoiled food) has not been investigated yet. Here, we reveal the existence of a new P. roqueforti population, specific to French Termignon cheeses, produced using small-scale traditional practices, with spontaneous blue mould colonisation. This Termignon population is genetically differentiated from the four previously identified populations, providing a novel source of genetic diversity for cheese making. The Termignon population indeed displayed substantial genetic diversity, both mating types, horizontally transferred regions previously detected in the non-Roquefort population, and intermediate phenotypes between cheese and non-cheese populations. Phenotypically, the non-Roquefort cheese population was the most differentiated, with specific traits beneficial for cheese making, in particular higher tolerance to salt, to acidic pH and to lactic acid. Our results support the view that this clonal population, used for many cheese types in multiple countries, is a domesticated lineage on which humans exerted strong selection. The lumber/spoiled food and silage/spoiled food populations were not more tolerant to crop fungicides but showed faster growth in various carbon sources (e.g., dextrose, pectin, sucrose, xylose and/or lactose), which can be beneficial in their ecological niches. Such contrasted phenotypes between P. roqueforti populations, with beneficial traits for cheese-making in the cheese populations and enhanced ability to metabolise sugars in the lumber/spoiled food population, support the inference of domestication in cheese fungi and more generally of adaptation to anthropized environments.
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Affiliation(s)
- Ewen Crequer
- Univ BrestINRAE, Laboratoire Universitaire de Biodiversité et Ecologie MicrobiennePlouzanéFrance
- Université Paris‐SaclayCNRS, AgroParisTech, Laboratoire Ecologie Systématique et Evolution, UMR 8079Gif‐sur‐YvetteFrance
| | - Jeanne Ropars
- Université Paris‐SaclayCNRS, AgroParisTech, Laboratoire Ecologie Systématique et Evolution, UMR 8079Gif‐sur‐YvetteFrance
| | - Jean‐Luc Jany
- Univ BrestINRAE, Laboratoire Universitaire de Biodiversité et Ecologie MicrobiennePlouzanéFrance
| | - Thibault Caron
- Université Paris‐SaclayCNRS, AgroParisTech, Laboratoire Ecologie Systématique et Evolution, UMR 8079Gif‐sur‐YvetteFrance
| | - Monika Coton
- Univ BrestINRAE, Laboratoire Universitaire de Biodiversité et Ecologie MicrobiennePlouzanéFrance
| | - Alodie Snirc
- Université Paris‐SaclayCNRS, AgroParisTech, Laboratoire Ecologie Systématique et Evolution, UMR 8079Gif‐sur‐YvetteFrance
| | - Jean‐Philippe Vernadet
- Université Paris‐SaclayCNRS, AgroParisTech, Laboratoire Ecologie Systématique et Evolution, UMR 8079Gif‐sur‐YvetteFrance
| | - Antoine Branca
- Université Paris‐SaclayCNRS, AgroParisTech, Laboratoire Ecologie Systématique et Evolution, UMR 8079Gif‐sur‐YvetteFrance
| | - Tatiana Giraud
- Université Paris‐SaclayCNRS, AgroParisTech, Laboratoire Ecologie Systématique et Evolution, UMR 8079Gif‐sur‐YvetteFrance
| | - Emmanuel Coton
- Univ BrestINRAE, Laboratoire Universitaire de Biodiversité et Ecologie MicrobiennePlouzanéFrance
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22
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Li Z, Fernandez KX, Vederas JC, Gänzle MG. Composition and activity of antifungal lipopeptides produced by Bacillus spp. in daqu fermentation. Food Microbiol 2023; 111:104211. [PMID: 36681393 DOI: 10.1016/j.fm.2022.104211] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 11/12/2022] [Accepted: 12/22/2022] [Indexed: 12/24/2022]
Abstract
Daqu is a solid-state fermentation and saccharification starter for the Chinese liquor baijou. During the daqu stage, amylolytic and proteolytic enzymes are produced by Bacillus and fungi. Bacillus spp. also produce lipopeptides with a broad spectrum of antimicrobial activities but direct evidence for their impact on community assembly in daqu is lacking. This study aimed to study the interaction between Bacillus spp. and fungi in daqu models. The antifungal activity of surfactin, fengycin, and iturin A was initially assessed in vitro. Iturin A displayed the strongest antifungal activity (MIC = 10-50 mg/L). In situ antifungal activity of B. amyloliquefaciens and B. velezensis against molds was observed in a simple daqu model inoculated with single strains of Bacillus species. Formation of lipopeptides in situ was supported by quantification of mRNA encoding for enzymes for surfactin, fengycin, and iturin A biosynthesis. In situ antifungal activity of Bacillus species was also observed in a complex daqu model that was inoculated with 8 bacterial or fungal strains plus one of the three strains of Bacillus. A relationship of lipopeptides to in situ antifungal activity was further supported by detection of the lipopeptides by liquid chromatography coupled to mass spectrometry. Both results indicated that B velezensis FUA2155 had higher antifungal activity in the daqu model, and was the only strain that produced multiple iturin A congeners in situ. Taken together, this study provides evidence that production of lipopeptides by Bacillus species in daqu may impact community assembly and hence product quality.
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Affiliation(s)
- Zhen Li
- University of Alberta, Department of Agricultural, Food and Nutritional Science, T6G 2P5, Edmonton, Alberta, Canada
| | | | - John C Vederas
- University of Alberta, Department of Chemistry, Edmonton, Alberta, T6G 2G2, Canada
| | - Michael G Gänzle
- University of Alberta, Department of Agricultural, Food and Nutritional Science, T6G 2P5, Edmonton, Alberta, Canada.
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23
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Katayama T, Maruyama JI. Trace copper-mediated asexual development via a superoxide dismutase and induction of AobrlA in Aspergillus oryzae. Front Microbiol 2023; 14:1135012. [PMID: 36970664 PMCID: PMC10030727 DOI: 10.3389/fmicb.2023.1135012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Accepted: 02/15/2023] [Indexed: 03/11/2023] Open
Abstract
The filamentous fungus Aspergillus oryzae, in which sexual reproduction remains to be discovered, proliferates mainly via asexual spores (conidia). Therefore, despite its industrial importance in food fermentation and recombinant protein production, breeding beneficial strains by genetic crosses is difficult. In Aspergillus flavus, which is genetically close to A. oryzae, structures known as sclerotia are formed asexually, but they are also related to sexual development. Sclerotia are observed in some A. oryzae strains, although no sclerotia formation has been reported in most strains. A better understanding of the regulatory mechanisms underlying sclerotia formation in A. oryzae may contribute to discover its sexual development. Some factors involved in sclerotia formation have been previously identified, but their regulatory mechanisms have not been well studied in A. oryzae. In this study, we found that copper strongly inhibited sclerotia formation and induced conidiation. Deletion of AobrlA encoding a core regulator of conidiation and ecdR involved in transcriptional induction of AobrlA suppressed the copper-mediated inhibition of sclerotia formation, suggesting that AobrlA induction in response to copper leads not only to conidiation but also to inhibition of sclerotia formation. In addition, deletion of the copper-dependent superoxide dismutase (SOD) gene and its copper chaperone gene partially suppressed such copper-mediated induction of conidiation and inhibition of sclerotia formation, indicating that copper regulates asexual development via the copper-dependent SOD. Taken together, our results demonstrate that copper regulates asexual development, such as sclerotia formation and conidiation, via the copper-dependent SOD and transcriptional induction of AobrlA in A. oryzae.
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Affiliation(s)
- Takuya Katayama
- Department of Biotechnology, The University of Tokyo, Tokyo, Japan
- Collaborative Research Institute for Innovative Microbiology, The University of Tokyo, Tokyo, Japan
| | - Jun-ichi Maruyama
- Department of Biotechnology, The University of Tokyo, Tokyo, Japan
- Collaborative Research Institute for Innovative Microbiology, The University of Tokyo, Tokyo, Japan
- *Correspondence: Jun-ichi Maruyama,
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24
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Zhao S, Niu C, Wang Y, Li X, Zheng F, Liu C, Wang J, Li Q. Revealing the contributions of sunlight-expose process and core-microbiota metabolism on improving the flavor profile during Doubanjiang fermentation. FOOD BIOSCI 2023. [DOI: 10.1016/j.fbio.2023.102522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
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25
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Friedrich A, Gounot JS, Tsouris A, Bleykasten C, Freel K, Caradec C, Schacherer J. Contrasting Genomic Evolution Between Domesticated and Wild Kluyveromyces lactis Yeast Populations. Genome Biol Evol 2023; 15:evad004. [PMID: 36634937 PMCID: PMC9897184 DOI: 10.1093/gbe/evad004] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 12/20/2022] [Accepted: 01/09/2023] [Indexed: 01/14/2023] Open
Abstract
The process of domestication has variable consequences on genome evolution leading to different phenotypic signatures. Access to the complete genome sequences of a large number of individuals makes it possible to explore the different facets of this domestication process. Here, we sought to explore the genome evolution of Kluyveromyces lactis, a yeast species well known for its involvement in dairy processes and also present in natural environments. Using a combination of short- and long-read sequencing strategies, we investigated the genomic variability of 41 K. lactis isolates and found that the overall genetic diversity of this species is very high (θw = 3.3 × 10-2) compared with other species such as Saccharomyces cerevisiae (θw = 1.6 × 10-2). However, the domesticated dairy population shows a reduced level of diversity (θw = 1 × 10-3), probably due to a domestication bottleneck. In addition, this entire population is characterized by the introgression of the LAC4 and LAC12 genes, responsible for lactose fermentation and coming from the closely related species, Kluyveromyces marxianus, as previously described. Our results highlighted that the LAC4/LAC12 gene cluster was acquired through multiple and independent introgression events. Finally, we also identified several genes that could play a role in adaptation to dairy environments through copy number variation. These genes are involved in sugar consumption, flocculation, and drug resistance, and may play a role in dairy processes. Overall, our study illustrates contrasting genomic evolution and sheds new light on the impact of domestication processes on it.
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Affiliation(s)
- Anne Friedrich
- Université de Strasbourg, CNRS, GMGM UMR 7156, Strasbourg 67000, France
| | | | - Andreas Tsouris
- Université de Strasbourg, CNRS, GMGM UMR 7156, Strasbourg 67000, France
| | | | - Kelle Freel
- Université de Strasbourg, CNRS, GMGM UMR 7156, Strasbourg 67000, France
| | - Claudia Caradec
- Université de Strasbourg, CNRS, GMGM UMR 7156, Strasbourg 67000, France
| | - Joseph Schacherer
- Université de Strasbourg, CNRS, GMGM UMR 7156, Strasbourg 67000, France
- Institut Universitaire de France (IUF), Paris 75005, France
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26
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Wu S, Zhang Q, Zhang W, Huang W, Kong Q, Liu Q, Li W, Zou X, Liu CM, Yan S. Linolenic Acid-Derived Oxylipins Inhibit Aflatoxin Biosynthesis in Aspergillus flavus through Activation of Imizoquin Biosynthesis. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2022; 70:15928-15944. [PMID: 36508213 PMCID: PMC9785051 DOI: 10.1021/acs.jafc.2c06230] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 11/24/2022] [Accepted: 11/30/2022] [Indexed: 06/17/2023]
Abstract
Oxylipins play important signaling roles in aflatoxin (AF) biosynthesis in Aspergillus flavus. We previously showed that exogenous supply of autoxidated linolenic acid (AL) inhibited AF biosynthesis in A. flavus via oxylipins, but the molecular mechanism is still unknown. Here, we performed multiomics analyses of A. flavus grown in media with or without AL. Targeted metabolite analyses and quantitative reverse transcription (qRT)-polymerase chain reaction (PCR) showed that the imizoquin (IMQ) biosynthetic pathway was distinctly upregulated in the presence of AL. 13C-glucose labeling confirmed in parallel that the tricarboxylic acid cycle was also enhanced by AL, consistent with observed increases in mycelial growth. Moreover, we integrated thermal proteome profiling and molecular dynamics simulations to identify a potential receptor of AL; AL was found to interact with a transporter (ImqJ) located in the IMQ gene cluster, primarily through hydrophobic interactions. Further analyses of strains with an IMQ pathway transcription factor overexpressed or knocked out confirmed that this pathway was critical for AL-mediated inhibition of AF biosynthesis. Comparison of 22 assembled A. flavus and Aspergillus oryzae genomes showed that genes involved in the IMQ pathway were positively selected in A. oryzae. Taken together, the results of our study provide novel insights into oxylipin-mediated regulation of AF biosynthesis and suggest potential methods for preventing AF contamination of crops.
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Affiliation(s)
- Shaowen Wu
- Guangdong
Key Laboratory for Crop Germplasm Resources Preservation and Utilization,
Agro-biological Gene Research Center, Guangdong
Academy of Agricultural Sciences, Guangzhou510640, China
| | - Qunjie Zhang
- Guangdong
Key Laboratory for Crop Germplasm Resources Preservation and Utilization,
Agro-biological Gene Research Center, Guangdong
Academy of Agricultural Sciences, Guangzhou510640, China
- Institution
of Genomics and Bioinformatics, South China
Agricultural University, Guangzhou510642, China
| | - Wenyang Zhang
- Guangdong
Key Laboratory for Crop Germplasm Resources Preservation and Utilization,
Agro-biological Gene Research Center, Guangdong
Academy of Agricultural Sciences, Guangzhou510640, China
| | - Wenjie Huang
- Guangdong
Key Laboratory for Crop Germplasm Resources Preservation and Utilization,
Agro-biological Gene Research Center, Guangdong
Academy of Agricultural Sciences, Guangzhou510640, China
| | - Qian Kong
- Guangdong
Key Laboratory for Crop Germplasm Resources Preservation and Utilization,
Agro-biological Gene Research Center, Guangdong
Academy of Agricultural Sciences, Guangzhou510640, China
| | - Qinjian Liu
- Guangdong
Key Laboratory for Crop Germplasm Resources Preservation and Utilization,
Agro-biological Gene Research Center, Guangdong
Academy of Agricultural Sciences, Guangzhou510640, China
| | - Wenyan Li
- Guangdong
Key Laboratory for Crop Germplasm Resources Preservation and Utilization,
Agro-biological Gene Research Center, Guangdong
Academy of Agricultural Sciences, Guangzhou510640, China
| | - Xinlu Zou
- Guangdong
Key Laboratory for Crop Germplasm Resources Preservation and Utilization,
Agro-biological Gene Research Center, Guangdong
Academy of Agricultural Sciences, Guangzhou510640, China
| | - Chun-Ming Liu
- Key
Laboratory of Plant Molecular Physiology, Institute of Botany, Chinese Academy of Sciences, 20 Nanxincun, Fragrant Hill, Beijing100093, China
| | - Shijuan Yan
- Guangdong
Key Laboratory for Crop Germplasm Resources Preservation and Utilization,
Agro-biological Gene Research Center, Guangdong
Academy of Agricultural Sciences, Guangzhou510640, China
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27
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Ropars J, Giraud T. Convergence in domesticated fungi used for cheese and dry-cured meat maturation: beneficial traits, genomic mechanisms, and degeneration. Curr Opin Microbiol 2022; 70:102236. [PMID: 36368125 DOI: 10.1016/j.mib.2022.102236] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 08/29/2022] [Accepted: 10/18/2022] [Indexed: 11/09/2022]
Abstract
Humans have domesticated genetically distant fungi for similar uses, the fermentation of lipid-rich and sugar-rich food to generate attractive aspects, odor and aroma, and to improve shelf life and product safety. Multiple independent domestication events also occurred within species. We review recent evidence of phenotypic convergence during the domestication of fungi for making cheese (Saccharomyces cerevisiae, Penicillium roqueforti, P. camemberti, and Geotrichum candidum) and for dry-cured meat making (P. nalgiovense and P. salamii). Convergence following adaptation to similar ecological niches involved colony aspect (fluffiness and color), lipolysis, proteolysis, volatile compound production, and competitive ability against food spoilers. We review evidence for convergence in genetic diversity loss in domesticated populations and in the degeneration of unused traits, such as toxin production and sexual reproduction. Phenotypic convergence sometimes occurred by similar mechanisms of genomic adaptation, in particular horizontal gene transfers and loss of genes.
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Affiliation(s)
- Jeanne Ropars
- Ecologie Systématique Evolution, IDEEV, Bâtiment 680, 12 route RD128, 91190 Gif-sur-Yvette, France
| | - Tatiana Giraud
- Ecologie Systématique Evolution, IDEEV, Bâtiment 680, 12 route RD128, 91190 Gif-sur-Yvette, France.
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28
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Molo MS, White JB, Cornish V, Gell RM, Baars O, Singh R, Carbone MA, Isakeit T, Wise KA, Woloshuk CP, Bluhm BH, Horn BW, Heiniger RW, Carbone I. Asymmetrical lineage introgression and recombination in populations of Aspergillus flavus: Implications for biological control. PLoS One 2022; 17:e0276556. [PMID: 36301851 PMCID: PMC9620740 DOI: 10.1371/journal.pone.0276556] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 10/08/2022] [Indexed: 11/23/2022] Open
Abstract
Aspergillus flavus is an agriculturally important fungus that causes ear rot of maize and produces aflatoxins, of which B1 is the most carcinogenic naturally-produced compound. In the US, the management of aflatoxins includes the deployment of biological control agents that comprise two nonaflatoxigenic A. flavus strains, either Afla-Guard (member of lineage IB) or AF36 (lineage IC). We used genotyping-by-sequencing to examine the influence of both biocontrol agents on native populations of A. flavus in cornfields in Texas, North Carolina, Arkansas, and Indiana. This study examined up to 27,529 single-nucleotide polymorphisms (SNPs) in a total of 815 A. flavus isolates, and 353 genome-wide haplotypes sampled before biocontrol application, three months after biocontrol application, and up to three years after initial application. Here, we report that the two distinct A. flavus evolutionary lineages IB and IC differ significantly in their frequency distributions across states. We provide evidence of increased unidirectional gene flow from lineage IB into IC, inferred to be due to the applied Afla-Guard biocontrol strain. Genetic exchange and recombination of biocontrol strains with native strains was detected in as little as three months after biocontrol application and up to one and three years later. There was limited inter-lineage migration in the untreated fields. These findings suggest that biocontrol products that include strains from lineage IB offer the greatest potential for sustained reductions in aflatoxin levels over several years. This knowledge has important implications for developing new biocontrol strategies.
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Affiliation(s)
- Megan S. Molo
- Department of Entomology and Plant Pathology, Center for Integrated
Fungal Research, North Carolina State University, Raleigh, NC, United States of
America
| | - James B. White
- Department of Entomology and Plant Pathology, Center for Integrated
Fungal Research, North Carolina State University, Raleigh, NC, United States of
America
| | - Vicki Cornish
- Department of Entomology and Plant Pathology, Center for Integrated
Fungal Research, North Carolina State University, Raleigh, NC, United States of
America
| | - Richard M. Gell
- Department of Entomology and Plant Pathology, Center for Integrated
Fungal Research, North Carolina State University, Raleigh, NC, United States of
America
- Program of Genetics, North Carolina State University, Raleigh, North
Carolina, United States of America
| | - Oliver Baars
- Department of Entomology and Plant Pathology, Center for Integrated
Fungal Research, North Carolina State University, Raleigh, NC, United States of
America
| | - Rakhi Singh
- Department of Entomology and Plant Pathology, Center for Integrated
Fungal Research, North Carolina State University, Raleigh, NC, United States of
America
| | - Mary Anna Carbone
- Center for Integrated Fungal Research and Department of Plant and
Microbial Biology, North Carolina State University, Raleigh, NC, United States
of America
| | - Thomas Isakeit
- Department of Plant Pathology and Microbiology, Texas AgriLife Extension
Service, Texas A&M University, College Station, TX, United States of
America
| | - Kiersten A. Wise
- Department of Plant Pathology, University of Kentucky, Princeton, KY,
United States of America
| | - Charles P. Woloshuk
- Department of Plant Pathology and Botany, Purdue University, West
Lafayette, IN, United States of America
| | - Burton H. Bluhm
- University of Arkansas Division of Agriculture, Department of Entomology
and Plant Pathology, Fayetteville, AR, United States of
America
| | - Bruce W. Horn
- United States Department of Agriculture, Agriculture Research Service,
Dawson, GA, United States of America
| | - Ron W. Heiniger
- Department of Crop and Soil Sciences, North Carolina State University,
Raleigh, NC, United States of America
| | - Ignazio Carbone
- Department of Entomology and Plant Pathology, Center for Integrated
Fungal Research, North Carolina State University, Raleigh, NC, United States of
America
- Program of Genetics, North Carolina State University, Raleigh, North
Carolina, United States of America
- * E-mail:
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29
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Zhao S, Martin-Vicente A, Colabardini AC, Pereira Silva L, Rinker DC, Fortwendel JR, Goldman GH, Gibbons JG. Genomic and Molecular Identification of Genes Contributing to the Caspofungin Paradoxical Effect in Aspergillus fumigatus. Microbiol Spectr 2022; 10:e0051922. [PMID: 36094204 PMCID: PMC9603777 DOI: 10.1128/spectrum.00519-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 08/17/2022] [Indexed: 11/25/2022] Open
Abstract
Aspergillus fumigatus is a deadly opportunistic fungal pathogen responsible for ~100,000 annual deaths. Azoles are the first line antifungal agent used against A. fumigatus, but azole resistance has rapidly evolved making treatment challenging. Caspofungin is an important second-line therapy against invasive pulmonary aspergillosis, a severe A. fumigatus infection. Caspofungin functions by inhibiting β-1,3-glucan synthesis, a primary and essential component of the fungal cell wall. A phenomenon termed the caspofungin paradoxical effect (CPE) has been observed in several fungal species where at higher concentrations of caspofungin, chitin replaces β-1,3-glucan, morphology returns to normal, and growth rate increases. CPE appears to occur in vivo, and it is therefore clinically important to better understand the genetic contributors to CPE. We applied genomewide association (GWA) analysis and molecular genetics to identify and validate candidate genes involved in CPE. We quantified CPE across 67 clinical isolates and conducted three independent GWA analyses to identify genetic variants associated with CPE. We identified 48 single nucleotide polymorphisms (SNPs) associated with CPE. We used a CRISPR/Cas9 approach to generate gene deletion mutants for seven genes harboring candidate SNPs. Two null mutants, ΔAfu3g13230 and ΔAfu4g07080 (dscP), resulted in reduced basal growth rate and a loss of CPE. We further characterized the dscP phosphatase-null mutant and observed a significant reduction in conidia production and extremely high sensitivity to caspofungin at both low and high concentrations. Collectively, our work reveals the contribution of Afu3g13230 and dscP in CPE and sheds new light on the complex genetic interactions governing this phenotype. IMPORTANCE This is one of the first studies to apply genomewide association (GWA) analysis to identify genes involved in an Aspergillus fumigatus phenotype. A. fumigatus is an opportunistic fungal pathogen that causes hundreds of thousands of infections and ~100,000 deaths each year, and antifungal resistance has rapidly evolved in this species. A phenomenon called the caspofungin paradoxical effect (CPE) occurs in some isolates, where high concentrations of the drug lead to increased growth rate. There is clinical relevance in understanding the genetic basis of this phenotype, since caspofungin concentrations could lead to unintended adverse clinical outcomes in certain cases. Using GWA analysis, we identified several interesting candidate polymorphisms and genes and then generated gene deletion mutants to determine whether these genes were important for CPE. Two of these mutant strains (ΔAfu3g13230 and ΔAfu4g07080/ΔdscP) displayed a loss of the CPE. This study sheds light on the genes involved in clinically important phenotype CPE.
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Affiliation(s)
- Shu Zhao
- Molecular and Cellular Biology Graduate Program, University of Massachusetts, Amherst, Massachusetts, USA
- Department of Food Science, University of Massachusetts, Amherst, Massachusetts, USA
| | - Adela Martin-Vicente
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Ana Cristina Colabardini
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, São Paulo, Brazil
| | - Lilian Pereira Silva
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, São Paulo, Brazil
| | - David C. Rinker
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, USA
| | - Jarrod R. Fortwendel
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Gustavo Henrique Goldman
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, São Paulo, Brazil
| | - John G. Gibbons
- Molecular and Cellular Biology Graduate Program, University of Massachusetts, Amherst, Massachusetts, USA
- Department of Food Science, University of Massachusetts, Amherst, Massachusetts, USA
- Organismic and Evolutionary Biology Graduate Program, University of Massachusetts, Amherst, Massachusetts, USA
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30
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Schüller A, Studt-Reinhold L, Strauss J. How to Completely Squeeze a Fungus-Advanced Genome Mining Tools for Novel Bioactive Substances. Pharmaceutics 2022; 14:1837. [PMID: 36145585 PMCID: PMC9505985 DOI: 10.3390/pharmaceutics14091837] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 08/23/2022] [Accepted: 08/29/2022] [Indexed: 11/17/2022] Open
Abstract
Fungal species have the capability of producing an overwhelming diversity of bioactive substances that can have beneficial but also detrimental effects on human health. These so-called secondary metabolites naturally serve as antimicrobial "weapon systems", signaling molecules or developmental effectors for fungi and hence are produced only under very specific environmental conditions or stages in their life cycle. However, as these complex conditions are difficult or even impossible to mimic in laboratory settings, only a small fraction of the true chemical diversity of fungi is known so far. This also implies that a large space for potentially new pharmaceuticals remains unexplored. We here present an overview on current developments in advanced methods that can be used to explore this chemical space. We focus on genetic and genomic methods, how to detect genes that harbor the blueprints for the production of these compounds (i.e., biosynthetic gene clusters, BGCs), and ways to activate these silent chromosomal regions. We provide an in-depth view of the chromatin-level regulation of BGCs and of the potential to use the CRISPR/Cas technology as an activation tool.
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Affiliation(s)
| | | | - Joseph Strauss
- Institute of Microbial Genetics, Department of Applied Genetics and Cell Biology, University of Natural Resources and Life Sciences Vienna, A-3430 Tulln/Donau, Austria
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31
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Safety evaluation and comparative genomics analysis of the industrial strain Aspergillus flavus SU-16 used for huangjiu brewing. Int J Food Microbiol 2022; 380:109859. [DOI: 10.1016/j.ijfoodmicro.2022.109859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 07/08/2022] [Accepted: 07/26/2022] [Indexed: 11/20/2022]
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32
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Silva JJ, Fungaro MHP, Soto TS, Taniwaki MH, Iamanaka BT. Low-cost, specific PCR assays to identify the main aflatoxigenic species of Aspergillus section Flavi. METHODS IN MICROBIOLOGY 2022; 196:106470. [PMID: 35447279 DOI: 10.1016/j.mimet.2022.106470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 03/26/2022] [Accepted: 04/12/2022] [Indexed: 01/10/2023]
Abstract
Aflatoxins are fungal metabolites that are present as contaminants in food globally. Most aflatoxigenic species belong to Aspergillus section Flavi, and the main ones are grouped in the A. flavus clade, where many cryptic species that are difficult to discriminate are found. In this study, we investigated inter- and intraspecific diversity of the A. flavus clade to develop low-cost, species-specific PCR assays for identifying aflatoxigenic species. A total of 269 sequences of the second largest subunit of RNA polymerase II (RPB2) locus were retrieved from GenBank, and primer pairs were designed using data mining to identify A. flavus, A. parasiticus, and A. novoparasiticus. Species-specific amplicons of approximately 620, 350, and 860 bp enabled identification of target species as A. flavus, A. parasiticus, and A. novoparasiticus, respectively.
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Affiliation(s)
- Josué J Silva
- Institute of Food Technology - ITAL, Campinas, SP, Brazil.
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33
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Gänzle M. The periodic table of fermented foods: limitations and opportunities. Appl Microbiol Biotechnol 2022; 106:2815-2826. [PMID: 35412130 DOI: 10.1007/s00253-022-11909-y] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 03/29/2022] [Accepted: 03/30/2022] [Indexed: 01/08/2023]
Abstract
Fermentation is one of the oldest methods of food processing and accounts for a substantial proportion of human foods, including not only staple foods such as bread, cereal porridges or fermented legumes but also fermented vegetables, meats, fish and dairy, alcoholic beverages as well as coffee, cocoa and condiments such as vinegar, soy sauce and fish sauces. Adding the regional varieties to these diverse product categories makes for an almost immeasurable diversity of fermented foods. The periodic table of fermented foods aims to map this diversity on the 118 entries of the periodic table of chemical elements. While the table fails to represent the diversity of fermented foods, it represents major fermentation substrates, product categories, fermentation processes and fermentation organisms. This communication not only addresses limitations of the graphical display on a "periodic table of fermented foods", but also identifies opportunities that relate to questions that are facilitated by this graphical presentation: on the origin and purpose of food fermentation, which fermented foods represent "indigenous" foods, differences and similarities in the assembly of microbial communities in different fermentations, differences in the global preferences for food fermentation, the link between microbial diversity, fermentation time and product properties, and opportunities of using traditional food fermentations as template for development of new products. KEY POINTS: • Fermented foods are produced in an almost immeasurable diversity. • Fermented foods were mapped on a periodic table of fermented foods. • This table facilitates identification of communalities and differences of products.
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Affiliation(s)
- Michael Gänzle
- Dept. of Agricultural, Food and Nutritional Science, University of Alberta, 4-10 Ag/For Centre, Edmonton, AB, T6G 2P5, Canada.
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34
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Silva M, Pontes A, Franco-Duarte R, Soares P, Sampaio JP, Sousa MJ, Brito PH. A glimpse at an early stage of microbe domestication revealed in the variable genome of Torulaspora delbrueckii, an emergent industrial yeast. Mol Ecol 2022; 32:2396-2412. [PMID: 35298044 DOI: 10.1111/mec.16428] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 02/24/2022] [Accepted: 03/01/2022] [Indexed: 11/28/2022]
Abstract
Microbe domestication has a major applied relevance but is still poorly understood from an evolutionary perspective. The yeast Torulaspora delbrueckii is gaining importance for biotechnology but little is known about its population structure, variation in gene content, or possible domestication routes. Here, we show that T. delbrueckii is composed of five major clades. Among the three European clades, a lineage associated with the wild arboreal niche is sister to the two other lineages that are linked with anthropic environments, one to wine fermentations and the other to diverse sources including dairy products and bread dough (Mix- Anthropic clade). Using 64 genomes we assembled the pangenome and the variable genome of T. delbrueckii. A comparison with Saccharomyces cerevisiae indicated that the weight of the variable genome in the pangenome of T. delbrueckii is considerably smaller. An association of gene content and ecology supported the hypothesis that the Mix - Anthropic clade has the most specialized genome and indicated that some of the exclusive genes were implicated in galactose and maltose utilization. More detailed analyses traced the acquisition of a cluster of GAL genes in strains associated with dairy products and the expansion and functional diversification of MAL genes in strains isolated from bread dough. Contrary to S. cerevisiae, domestication in T. delbrueckii is not primarily driven by alcoholic fermentation but rather by adaptation to dairy and bread-production niches. This study expands our views on the processes of microbe domestication and on the trajectories leading to adaptation to anthropic niches.
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Affiliation(s)
- Margarida Silva
- UCIBIO, Departamento de Ciências da Vida, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Caparica, Portugal.,Associate Laboratory i4HB - Institute for Health and Bioeconomy, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Caparica, Portugal
| | - Ana Pontes
- UCIBIO, Departamento de Ciências da Vida, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Caparica, Portugal.,Associate Laboratory i4HB - Institute for Health and Bioeconomy, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Caparica, Portugal
| | - Ricardo Franco-Duarte
- CBMA (Centre of Molecular and Environmental Biology), Department of Biology, University of Minho, Braga, Portugal.,Institute of Science and Innovation for Bio-Sustainability (IB-S), University of Minho, Braga, Portugal
| | - Pedro Soares
- CBMA (Centre of Molecular and Environmental Biology), Department of Biology, University of Minho, Braga, Portugal.,Institute of Science and Innovation for Bio-Sustainability (IB-S), University of Minho, Braga, Portugal
| | - José Paulo Sampaio
- UCIBIO, Departamento de Ciências da Vida, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Caparica, Portugal.,Associate Laboratory i4HB - Institute for Health and Bioeconomy, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Caparica, Portugal
| | - Maria João Sousa
- CBMA (Centre of Molecular and Environmental Biology), Department of Biology, University of Minho, Braga, Portugal.,Institute of Science and Innovation for Bio-Sustainability (IB-S), University of Minho, Braga, Portugal
| | - Patrícia H Brito
- UCIBIO, Departamento de Ciências da Vida, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Caparica, Portugal.,Associate Laboratory i4HB - Institute for Health and Bioeconomy, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Caparica, Portugal
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35
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Ajmal M, Alshannaq AF, Moon H, Choi D, Akram A, Nayyar BG, Gibbons JG, Yu JH. Characterization of 260 Isolates of Aspergillus Section Flavi Obtained from Sesame Seeds in Punjab, Pakistan. Toxins (Basel) 2022; 14:toxins14020117. [PMID: 35202144 PMCID: PMC8876583 DOI: 10.3390/toxins14020117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 01/31/2022] [Accepted: 02/02/2022] [Indexed: 11/16/2022] Open
Abstract
Sesame Sesamum indicum L. is a major oil-based seed crop that has been widely cultivated and consumed in Pakistan. Unfortunately, sesame is highly prone to Aspergillus fungal growth in the field, and under inappropriate storage conditions can become contaminated with aflatoxins, the most potent carcinogen found in nature. Here, we have isolated a high number of Aspergillus isolates from sesame seeds in fresh and stored conditions obtained from rainfed and irrigated zones of Punjab, Pakistan, and characterized them for aflatoxigenic potentials. Using morphological identification techniques, 260 isolates were grouped as potential Aspergillus section Flavi, with 126 and 134 originating from the rainfed and irrigated zones, respectively. Out of 260 in total, 188 isolates were confirmed to produce aflatoxins. There were no significant differences in potential aflatoxigenic isolates with respect to the rainfed and irrigated zones. However, the number of potential aflatoxigenic isolates was significantly higher (p < 0.05) in stored samples than that of those from fresh sesame seeds in the rainfed and irrigated zone. Whole genome sequencing and comparative analyses of 12 select isolates have revealed that one of the A. flavus isolates, which produced very low aflatoxins (AFP10), has an elevated missense variant rate, numerous high impact mutations, and a 600 base pair deletion in the norB gene. In summary, our study provides insights into aflatoxigenic potential and the associated genetic diversity of indigenous Aspergillus section Flavi isolates and potential management strategies for reducing aflatoxin contamination levels in a major crop consumed in Punjab, Pakistan.
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Affiliation(s)
- Maryam Ajmal
- Department of Botany, Faculty of Sciences, Pir Mehr Ali Shah Arid Agriculture University, Rawalpindi 46300, Pakistan; (M.A.); (A.A.)
| | - Ahmad F. Alshannaq
- Department of Bacteriology, Food Research Institute, University of Wisconsin-Madison, 1550 Linden Drive, Madison, WI 53706, USA; (A.F.A.); (H.M.); (D.C.)
| | - Heungyun Moon
- Department of Bacteriology, Food Research Institute, University of Wisconsin-Madison, 1550 Linden Drive, Madison, WI 53706, USA; (A.F.A.); (H.M.); (D.C.)
| | - Dasol Choi
- Department of Bacteriology, Food Research Institute, University of Wisconsin-Madison, 1550 Linden Drive, Madison, WI 53706, USA; (A.F.A.); (H.M.); (D.C.)
| | - Abida Akram
- Department of Botany, Faculty of Sciences, Pir Mehr Ali Shah Arid Agriculture University, Rawalpindi 46300, Pakistan; (M.A.); (A.A.)
| | - Brian Gagosh Nayyar
- Department of Botany, Faculty of Sciences, University of Sialkot, Sialkot 51310, Pakistan;
| | - John G. Gibbons
- Department of Food Science, College of Natural Sciences, University of Massachusetts, Amherst, MA 01003, USA;
| | - Jae-Hyuk Yu
- Department of Bacteriology, Food Research Institute, University of Wisconsin-Madison, 1550 Linden Drive, Madison, WI 53706, USA; (A.F.A.); (H.M.); (D.C.)
- Department of Systems Biotechnology, Konkuk Institute of Science and Technology, Konkuk University, Seoul 05029, Korea
- Correspondence:
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36
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de Castro PA, Colabardini AC, Moraes M, Horta MAC, Knowles SL, Raja HA, Oberlies NH, Koyama Y, Ogawa M, Gomi K, Steenwyk JL, Rokas A, Gonçales RA, Duarte-Oliveira C, Carvalho A, Ries LNA, Goldman GH. Regulation of gliotoxin biosynthesis and protection in Aspergillus species. PLoS Genet 2022; 18:e1009965. [PMID: 35041649 PMCID: PMC8797188 DOI: 10.1371/journal.pgen.1009965] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 01/28/2022] [Accepted: 01/04/2022] [Indexed: 02/07/2023] Open
Abstract
Aspergillus fumigatus causes a range of human and animal diseases collectively known as aspergillosis. A. fumigatus possesses and expresses a range of genetic determinants of virulence, which facilitate colonisation and disease progression, including the secretion of mycotoxins. Gliotoxin (GT) is the best studied A. fumigatus mycotoxin with a wide range of known toxic effects that impair human immune cell function. GT is also highly toxic to A. fumigatus and this fungus has evolved self-protection mechanisms that include (i) the GT efflux pump GliA, (ii) the GT neutralising enzyme GliT, and (iii) the negative regulation of GT biosynthesis by the bis-thiomethyltransferase GtmA. The transcription factor (TF) RglT is the main regulator of GliT and this GT protection mechanism also occurs in the non-GT producing fungus A. nidulans. However, the A. nidulans genome does not encode GtmA and GliA. This work aimed at analysing the transcriptional response to exogenous GT in A. fumigatus and A. nidulans, two distantly related Aspergillus species, and to identify additional components required for GT protection. RNA-sequencing shows a highly different transcriptional response to exogenous GT with the RglT-dependent regulon also significantly differing between A. fumigatus and A. nidulans. However, we were able to observe homologs whose expression pattern was similar in both species (43 RglT-independent and 11 RglT-dependent). Based on this approach, we identified a novel RglT-dependent methyltranferase, MtrA, involved in GT protection. Taking into consideration the occurrence of RglT-independent modulated genes, we screened an A. fumigatus deletion library of 484 transcription factors (TFs) for sensitivity to GT and identified 15 TFs important for GT self-protection. Of these, the TF KojR, which is essential for kojic acid biosynthesis in Aspergillus oryzae, was also essential for virulence and GT biosynthesis in A. fumigatus, and for GT protection in A. fumigatus, A. nidulans, and A. oryzae. KojR regulates rglT, gliT, gliJ expression and sulfur metabolism in Aspergillus species. Together, this study identified conserved components required for GT protection in Aspergillus species. A. fumigatus secretes mycotoxins that are essential for its virulence and pathogenicity. Gliotoxin (GT) is a sulfur-containing mycotoxin, which is known to impair several aspects of the human immune response. GT is also toxic to different fungal species, which have evolved several GT protection strategies. To further decipher these responses, we used transcriptional profiling aiming to compare the response to GT in the GT producer A. fumigatus and the GT non-producer A. nidulans. This analysis allowed us to identify additional genes with a potential role in GT protection. We also identified 15 transcription factors (TFs) encoded in the A. fumigatus genome that are important for conferring resistance to exogenous gliotoxin. One of these TFs, KojR, which is essential for A. oryzae kojic acid production, is also important for virulence in A. fumigatus and GT protection in A. fumigatus, A. nidulans and A. oryzae. KojR regulates the expression of genes important for gliotoxin biosynthesis and protection, and sulfur metabolism. Together, this work identified conserved components required for gliotoxin protection in Aspergillus species.
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Affiliation(s)
- Patrícia Alves de Castro
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Ana Cristina Colabardini
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Maísa Moraes
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | | | - Sonja L. Knowles
- Department of Chemistry and Biochemistry, University of North Carolina at Greensboro, North Carolina United States of America
| | - Huzefa A. Raja
- Department of Chemistry and Biochemistry, University of North Carolina at Greensboro, North Carolina United States of America
| | - Nicholas H. Oberlies
- Department of Chemistry and Biochemistry, University of North Carolina at Greensboro, North Carolina United States of America
| | - Yasuji Koyama
- Noda Institute for Scientific Research, 338 Noda, Chiba, Japan
| | - Masahiro Ogawa
- Noda Institute for Scientific Research, 338 Noda, Chiba, Japan
| | - Katsuya Gomi
- Department of Bioindustrial Informatics and Genomics, Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
| | - Jacob L. Steenwyk
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Antonis Rokas
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Relber A. Gonçales
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B’s—PT Government Associate Laboratory, Guimarães/Braga, Portugal
| | - Cláudio Duarte-Oliveira
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B’s—PT Government Associate Laboratory, Guimarães/Braga, Portugal
| | - Agostinho Carvalho
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B’s—PT Government Associate Laboratory, Guimarães/Braga, Portugal
| | - Laure N. A. Ries
- MRC Centre for Medical Mycology at the University of Exeter, Geoffrey Pope Building, Exeter, United Kingdom
- * E-mail: (LNAR); (GHG)
| | - Gustavo H. Goldman
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
- * E-mail: (LNAR); (GHG)
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Balbinot RB, de Oliveira JAM, Bernardi DI, Polli AD, Polonio JC, Cabral MRP, Zanqueta ÉB, Endo EH, Meneguello JE, Cardoso RF, Azevedo JL, Dias Filho BP, Nakamura TU, do Carmo MRB, Sarragiotto MH, Pamphile JA, Baldoqui DC. Chromolaena laevigata (Asteraceae) as a source of endophytic non-aflatoxigenic Aspergillus flavus: chemical profile in different culture conditions and biological applications. Braz J Microbiol 2021; 52:1201-1214. [PMID: 33929720 PMCID: PMC8324641 DOI: 10.1007/s42770-021-00502-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 04/16/2021] [Indexed: 10/21/2022] Open
Abstract
Endophytes are microorganisms that form symbiotic relationships with their host. These microorganisms can produce a variety of secondary metabolites, some of which have inhibitory effects on pests and pathogens or even act to promote plant growth. Due to these characteristics, these microorganisms are used as sources of biologically active substances for a wide range of biotechnological applications. Based on that, the aim of this study was to evaluate the production of metabolites of the endophytic Aspergillus flavus CL7 isolated from Chromolaena laevigata, in four different cultivation conditions, and to determine the antimicrobial, cytotoxic, antiviral, and antioxidant potential of these extracts. The multiphasic approach used to identify this strain was based on morphology and ITS gene sequence analysis. The chemical investigation of A. flavus using potato dextrose and minimal medium, using both stationary and agitated methods, resulted in the isolation of kojic acid, α-cyclopiazonic acid, and 20,25-dihydroxyaflavinine. Another 18 compounds in these extracts were identified by UHPLC-HRMS/MS, of which dideacetyl parasiticolide A has been described for the first time from A. flavus. Aflatoxins, important chemomarkers of A. flavus, were not detected in any of the extracts, thus indicating that the CL7 strain is non-aflatoxigenic. The biological potential of all extracts was evaluated, and the best results were observed for the extract obtained using minimal medium against Trichophyton rubrum and Mycobacterium tuberculosis.
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Affiliation(s)
- Rodolfo B Balbinot
- Departamento de Química, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - Josiane A M de Oliveira
- Departamento de Química, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - Darlon I Bernardi
- Departamento de Química, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - Andressa D Polli
- Departamento de Biotecnologia, Genética e Biologia Celular, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - Julio C Polonio
- Departamento de Biotecnologia, Genética e Biologia Celular, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - Márcia R P Cabral
- Departamento de Química, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - Érica B Zanqueta
- Departamento de Ciências Básicas da Saúde, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - Eliana H Endo
- Departamento de Ciências Básicas da Saúde, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - Jean E Meneguello
- Departamento de Análises Clínicas e Biomedicina, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - Rosilene F Cardoso
- Departamento de Análises Clínicas e Biomedicina, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - João L Azevedo
- Departamento de Genética, Escola Superior de Agricultura Luiz de Queiroz - ESALQ/USP, Universidade de São Paulo, Av. Pádua Dias 11, 13418-900, Piracicaba, São Paulo, Brazil
| | - Benedito P Dias Filho
- Departamento de Ciências Básicas da Saúde, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - Tania U Nakamura
- Departamento de Ciências Básicas da Saúde, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - Marta R B do Carmo
- Departamento de Biologia Geral, Universidade Estadual de Ponta Grossa, Av. Carlos Cavalcanti, 4778, 84030-910, Ponta Grossa, Paraná, Brazil
| | - Maria H Sarragiotto
- Departamento de Química, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - João A Pamphile
- Departamento de Biotecnologia, Genética e Biologia Celular, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil
| | - Debora C Baldoqui
- Departamento de Química, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil.
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Zhang J, Shen N, Li C, Xiang X, Liu G, Gui Y, Patev S, Hibbett DS, Barry K, Andreopoulos W, Lipzen A, Riley R, He G, Yan M, Grigoriev IV, Shan Kwan H, Kit Cheung M, Bian Y, Xiao Y. Population genomics provides insights into the genetic basis of adaptive evolution in the mushroom-forming fungus Lentinula edodes. J Adv Res 2021; 38:91-106. [PMID: 35572413 PMCID: PMC9091725 DOI: 10.1016/j.jare.2021.09.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 09/17/2021] [Accepted: 09/19/2021] [Indexed: 02/08/2023] Open
Abstract
We detected three subgroups of L. edodes with robust phenotypic differentiation. The three subgroups were diverged 36,871 generations ago. L. edodes cultivars in China might originate from the vicinity of Northeast China. We dissected the genetic basis of adaptive evolution in L. edodes. Genes related to fruiting body development are involved in adaptive evolution.
Introduction Mushroom-forming fungi comprise diverse species that develop complex multicellular structures. In cultivated species, both ecological adaptation and artificial selection have driven genome evolution. However, little is known about the connections among genotype, phenotype and adaptation in mushroom-forming fungi. Objectives This study aimed to (1) uncover the population structure and demographic history of Lentinula edodes, (2) dissect the genetic basis of adaptive evolution in L. edodes, and (3) determine if genes related to fruiting body development are involved in adaptive evolution. Methods We analyzed genomes and fruiting body-related traits (FBRTs) in 133 L. edodes strains and conducted RNA-seq analysis of fruiting body development in the YS69 strain. Combined methods of genomic scan for divergence, genome-wide association studies (GWAS), and RNA-seq were used to dissect the genetic basis of adaptive evolution. Results We detected three distinct subgroups of L. edodes via single nucleotide polymorphisms, which showed robust phenotypic and temperature response differentiation and correlation with geographical distribution. Demographic history inference suggests that the subgroups diverged 36,871 generations ago. Moreover, L. edodes cultivars in China may have originated from the vicinity of Northeast China. A total of 942 genes were found to be related to genetic divergence by genomic scan, and 719 genes were identified to be candidates underlying FBRTs by GWAS. Integrating results of genomic scan and GWAS, 80 genes were detected to be related to phenotypic differentiation. A total of 364 genes related to fruiting body development were involved in genetic divergence and phenotypic differentiation. Conclusion Adaptation to the local environment, especially temperature, triggered genetic divergence and phenotypic differentiation of L. edodes. A general model for genetic divergence and phenotypic differentiation during adaptive evolution in L. edodes, which involves in signal perception and transduction, transcriptional regulation, and fruiting body morphogenesis, was also integrated here.
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Yamashita H. Koji Starter and Koji World in Japan. J Fungi (Basel) 2021; 7:569. [PMID: 34356946 PMCID: PMC8304044 DOI: 10.3390/jof7070569] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 07/08/2021] [Accepted: 07/13/2021] [Indexed: 01/02/2023] Open
Abstract
Koji is made by culturing koji mold on grains. Koji has wide-ranging applications, for example, in alcoholic beverages and seasonings. The word 'mold' generally has a bad image, but in Japan, koji mold is valued for its usefulness, and over the years, efforts have been made to make safe, stable, and delicious food products from it. Koji mold spores, essential when making koji, are called koji starter in the industry. From the many available strains, those suitable for the production of each fermented food are chosen based on indicators such as growth rate and enzyme production capacity. In manufacturing using microorganisms, purity and yield are prioritized. However, the production of fermented foods using koji is more complex, with focus not only on the degree of decomposition of raw materials but also on factors influencing overall product design, including palatability, color, smell, and texture. Production can be facilitated by the variety of koji brought about by the diversity of koji mold combined with the solid culture method which increases the amount of enzyme production. In this report, we introduce the history of koji starter in Japan, the characteristics of koji mold in practice, and various fermented foods made from it. In addition, the factors affecting the quality of koji in solid culture are described.
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Affiliation(s)
- Hideyuki Yamashita
- Higuchi Matsunosuke Shoten Co., Ltd., 1-14-2 Harima-cho, Abeno-ku, Osaka 545-0022, Japan
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Chacón-Vargas K, McCarthy CO, Choi D, Wang L, Yu JH, Gibbons JG. Comparison of Two Aspergillus oryzae Genomes From Different Clades Reveals Independent Evolution of Alpha-Amylase Duplication, Variation in Secondary Metabolism Genes, and Differences in Primary Metabolism. Front Microbiol 2021; 12:691296. [PMID: 34326825 PMCID: PMC8313989 DOI: 10.3389/fmicb.2021.691296] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 06/22/2021] [Indexed: 12/02/2022] Open
Abstract
Microbes (bacteria, yeasts, molds), in addition to plants and animals, were domesticated for their roles in food preservation, nutrition and flavor. Aspergillus oryzae is a domesticated filamentous fungal species traditionally used during fermentation of Asian foods and beverage, such as sake, soy sauce, and miso. To date, little is known about the extent of genome and phenotypic variation of A. oryzae isolates from different clades. Here, we used long-read Oxford Nanopore and short-read Illumina sequencing to produce a highly accurate and contiguous genome assemble of A. oryzae 14160, an industrial strain from China. To understand the relationship of this isolate, we performed phylogenetic analysis with 90 A. oryzae isolates and 1 isolate of the A. oryzae progenitor, Aspergillus flavus. This analysis showed that A. oryzae 14160 is a member of clade A, in comparison to the RIB 40 type strain, which is a member of clade F. To explore genome variation between isolates from distinct A. oryzae clades, we compared the A. oryzae 14160 genome with the complete RIB 40 genome. Our results provide evidence of independent evolution of the alpha-amylase gene duplication, which is one of the major adaptive mutations resulting from domestication. Synteny analysis revealed that both genomes have three copies of the alpha-amylase gene, but only one copy on chromosome 2 was conserved. While the RIB 40 genome had additional copies of the alpha-amylase gene on chromosomes III, and V, 14160 had a second copy on chromosome II and an third copy on chromosome VI. Additionally, we identified hundreds of lineage specific genes, and putative high impact mutations in genes involved in secondary metabolism, including several of the core biosynthetic genes. Finally, to examine the functional effects of genome variation between strains, we measured amylase activity, proteolytic activity, and growth rate on several different substrates. RIB 40 produced significantly higher levels of amylase compared to 14160 when grown on rice and starch. Accordingly, RIB 40 grew faster on rice, while 14160 grew faster on soy. Taken together, our analyses reveal substantial genome and phenotypic variation within A. oryzae.
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Affiliation(s)
- Katherine Chacón-Vargas
- Molecular and Cellular Biology Graduate Program, University of Massachusetts, Amherst, MA, United States.,Department of Food Science, University of Massachusetts, Amherst, MA, United States
| | - Colin O McCarthy
- Department of Food Science, University of Massachusetts, Amherst, MA, United States
| | - Dasol Choi
- Deapertment of Food Science, University of Wisconsin-Madison, Madison, WI, United States.,Department of Bacteriology, and Food Research Institute, University of Wisconsin-Madison, Madison, WI, United States
| | - Long Wang
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Jae-Hyuk Yu
- Department of Bacteriology, and Food Research Institute, University of Wisconsin-Madison, Madison, WI, United States.,Department of Systems Biotechnology, Konkuk University, Seoul, South Korea
| | - John G Gibbons
- Molecular and Cellular Biology Graduate Program, University of Massachusetts, Amherst, MA, United States.,Department of Food Science, University of Massachusetts, Amherst, MA, United States.,Organismic & Evolutionary Biology Graduate Program, University of Massachusetts, Amherst, MA, United States
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Ichikawa T, Tanaka M, Watanabe T, Zhan S, Watanabe A, Shintani T, Gomi K. Crucial role of the intracellular α-glucosidase MalT in the activation of the transcription factor AmyR essential for amylolytic gene expression in Aspergillus oryzae. Biosci Biotechnol Biochem 2021; 85:2076-2083. [PMID: 34245563 DOI: 10.1093/bbb/zbab125] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 06/29/2021] [Indexed: 11/12/2022]
Abstract
We examined the role of the intracellular α-glucosidase gene malT, which is part of the maltose-utilizing cluster (MAL cluster) together with malR and malP, in amylolytic gene expression in Aspergillus oryzae. malT disruption severely affected fungal growth on medium containing maltose or starch. Furthermore, the transcription level of the α-amylase gene was significantly reduced by malT disruption. Given that the transcription factor AmyR responsible for amylolytic gene expression is activated by isomaltose converted from maltose incorporated into the cells, MalT may have transglycosylation activity that converts maltose to isomaltose. Indeed, transglycosylated products such as isomaltose/maltotriose and panose were generated from the substrate maltose by MalT purified from a malT-overexpressing strain. The results of this study, taken together, suggests that MalT plays a pivotal role in AmyR activation via its transglycosylation activity that converts maltose to the physiological inducer isomaltose.
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Affiliation(s)
- Takanori Ichikawa
- Laboratory of Bioindustrial Genomics, Department of Bioindustrial Informatics and Genomics, Graduate School of Agricultural Science, Tohoku University, 468-1 Aoba, Aramaki, Aoba-ku, Sendai 980-8572, Japan
| | - Mizuki Tanaka
- Laboratory of Bioindustrial Genomics, Department of Bioindustrial Informatics and Genomics, Graduate School of Agricultural Science, Tohoku University, 468-1 Aoba, Aramaki, Aoba-ku, Sendai 980-8572, Japan
| | - Takayasu Watanabe
- Laboratory of Bioindustrial Genomics, Department of Bioindustrial Informatics and Genomics, Graduate School of Agricultural Science, Tohoku University, 468-1 Aoba, Aramaki, Aoba-ku, Sendai 980-8572, Japan
| | - Sitong Zhan
- Laboratory of Bioindustrial Genomics, Department of Bioindustrial Informatics and Genomics, Graduate School of Agricultural Science, Tohoku University, 468-1 Aoba, Aramaki, Aoba-ku, Sendai 980-8572, Japan
| | - Akira Watanabe
- Laboratory of Bioindustrial Genomics, Department of Bioindustrial Informatics and Genomics, Graduate School of Agricultural Science, Tohoku University, 468-1 Aoba, Aramaki, Aoba-ku, Sendai 980-8572, Japan
| | - Takahiro Shintani
- Laboratory of Bioindustrial Genomics, Department of Bioindustrial Informatics and Genomics, Graduate School of Agricultural Science, Tohoku University, 468-1 Aoba, Aramaki, Aoba-ku, Sendai 980-8572, Japan
| | - Katsuya Gomi
- Laboratory of Bioindustrial Genomics, Department of Bioindustrial Informatics and Genomics, Graduate School of Agricultural Science, Tohoku University, 468-1 Aoba, Aramaki, Aoba-ku, Sendai 980-8572, Japan.,Laboratory of Fermentation Microbiology, Department of Bioindustrial Informatics and Genomics, Graduate School of Agricultural Science, Tohoku University, 468-1 Aoba, Aramaki, Aoba-ku, Sendai 980-8572, Japan
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Yamamoto N, Watarai N, Koyano H, Sawada K, Toyoda A, Kurokawa K, Yamada T. Analysis of genomic characteristics and their influence on metabolism in Aspergillus luchuensis albino mutants using genome sequencing. Fungal Genet Biol 2021; 155:103601. [PMID: 34224861 DOI: 10.1016/j.fgb.2021.103601] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2019] [Revised: 06/17/2021] [Accepted: 06/18/2021] [Indexed: 10/21/2022]
Abstract
Black Aspergillus luchuensis and its white albino mutant are essential fungi for making alcoholic beverages in Japan. A large number of industrial strains have been created using novel isolation or gene/genome mutation techniques. Such mutations influence metabolic and phenotypic characteristics in industrial strains, but few comparative studies of inter-strain mutation have been conducted. We carried out comparative genome analyses of 8 industrial strains of A. luchuensis and A. kawachii IFO 4308, the latter being the first albino strain to be isolated. Phylogenetic analysis based on 8938 concatenated genes exposed the diversity of black koji strains and uniformity among albino industrial strains, suggesting that passaged industrial albino strains have more genetic mutations compared with strain IFO 4308 and black koji strains. Comparative analysis showed that the albino strains had mutations in genes not only for conidial pigmentation but also in those that encode N-terminal acetyltransferase A and annexin XIV-like protein. The results also suggest that some mutations may have emerged through subculturing of albino strains. For example, mutations in the genes for isocitrate lyase and sugar transporters were observed only in industrial albino strains. This implies that selective pressure for increasing enzyme activity or secondary metabolites may have influenced the mutation of genes associated with environmental stress responses in A. luchuensis albino strains. Our study clarifies hitherto unknown genetic and metabolic characteristics of A. luchuensis industrial strains and provides potential applications for comparative genome analysis for breeding koji strains.
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Affiliation(s)
- Nozomi Yamamoto
- Department of Life Science and Technology, Tokyo Institute of Technology, 2-12-1, Ookayama, Meguro-ku, Tokyo 152-8550, Japan
| | - Naoki Watarai
- Department of Life Science and Technology, Tokyo Institute of Technology, 2-12-1, Ookayama, Meguro-ku, Tokyo 152-8550, Japan
| | - Hitoshi Koyano
- Department of Life Science and Technology, Tokyo Institute of Technology, 2-12-1, Ookayama, Meguro-ku, Tokyo 152-8550, Japan
| | - Kazunori Sawada
- Corporate Strategy Office, Gurunavi, Inc., Toho Hibiya Building, 1-2-2 Yurakucho, Chiyoda-ku, Tokyo 100-0006, Japan
| | - Atsushi Toyoda
- Department of Genomics and Evolutionary Biology, National Institute of Genetics, Yata 1111, Mishima, Shizuoka 411-8540, Japan
| | - Ken Kurokawa
- Department of Informatics, National Institute of Genetics, Yata 1111, Mishima, Shizuoka 411-8540, Japan
| | - Takuji Yamada
- Department of Life Science and Technology, Tokyo Institute of Technology, 2-12-1, Ookayama, Meguro-ku, Tokyo 152-8550, Japan.
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Microevolution in the pansecondary metabolome of Aspergillus flavus and its potential macroevolutionary implications for filamentous fungi. Proc Natl Acad Sci U S A 2021; 118:2021683118. [PMID: 34016748 DOI: 10.1073/pnas.2021683118] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Fungi produce a wealth of pharmacologically bioactive secondary metabolites (SMs) from biosynthetic gene clusters (BGCs). It is common practice for drug discovery efforts to treat species' secondary metabolomes as being well represented by a single or a small number of representative genomes. However, this approach misses the possibility that intraspecific population dynamics, such as adaptation to environmental conditions or local microbiomes, may harbor novel BGCs that contribute to the overall niche breadth of species. Using 94 isolates of Aspergillus flavus, a cosmopolitan model fungus, sampled from seven states in the United States, we dereplicate 7,821 BGCs into 92 unique BGCs. We find that more than 25% of pangenomic BGCs show population-specific patterns of presence/absence or protein divergence. Population-specific BGCs make up most of the accessory-genome BGCs, suggesting that different ecological forces that maintain accessory genomes may be partially mediated by population-specific differences in secondary metabolism. We use ultra-high-performance high-resolution mass spectrometry to confirm that these genetic differences in BGCs also result in chemotypic differences in SM production in different populations, which could mediate ecological interactions and be acted on by selection. Thus, our results suggest a paradigm shift that previously unrealized population-level reservoirs of SM diversity may be of significant evolutionary, ecological, and pharmacological importance. Last, we find that several population-specific BGCs from A. flavus are present in Aspergillus parasiticus and Aspergillus minisclerotigenes and discuss how the microevolutionary patterns we uncover inform macroevolutionary inferences and help to align fungal secondary metabolism with existing evolutionary theory.
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Smith CA. Macrosynteny analysis between Lentinula edodes and Lentinula novae-zelandiae reveals signals of domestication in Lentinula edodes. Sci Rep 2021; 11:9845. [PMID: 33972587 PMCID: PMC8110776 DOI: 10.1038/s41598-021-89146-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 04/08/2021] [Indexed: 12/03/2022] Open
Abstract
The basidiomycete fungus Lentinula novae-zelandiae is endemic to New Zealand and is a sister taxon to Lentinula edodes, the second most cultivated mushroom in the world. To explore the biology of this organism, a high-quality chromosome level reference genome of L. novae-zelandiae was produced. Macrosyntenic comparisons between the genome assembly of L. novae-zelandiae, L. edodes and a set of three genome assemblies of diverse species from the Agaricomycota reveal a high degree of macrosyntenic restructuring within L. edodes consistent with signal of domestication. These results show L. edodes has undergone significant genomic change during the course of its evolutionary history, likely a result of its cultivation and domestication over the last 1000 years.
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Gorkovskiy A, Verstrepen KJ. The Role of Structural Variation in Adaptation and Evolution of Yeast and Other Fungi. Genes (Basel) 2021; 12:699. [PMID: 34066718 PMCID: PMC8150848 DOI: 10.3390/genes12050699] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 04/30/2021] [Accepted: 05/04/2021] [Indexed: 01/12/2023] Open
Abstract
Mutations in DNA can be limited to one or a few nucleotides, or encompass larger deletions, insertions, duplications, inversions and translocations that span long stretches of DNA or even full chromosomes. These so-called structural variations (SVs) can alter the gene copy number, modify open reading frames, change regulatory sequences or chromatin structure and thus result in major phenotypic changes. As some of the best-known examples of SV are linked to severe genetic disorders, this type of mutation has traditionally been regarded as negative and of little importance for adaptive evolution. However, the advent of genomic technologies uncovered the ubiquity of SVs even in healthy organisms. Moreover, experimental evolution studies suggest that SV is an important driver of evolution and adaptation to new environments. Here, we provide an overview of the causes and consequences of SV and their role in adaptation, with specific emphasis on fungi since these have proven to be excellent models to study SV.
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Affiliation(s)
- Anton Gorkovskiy
- Laboratory for Genetics and Genomics, Centre of Microbial and Plant Genetics (CMPG), KU Leuven, Gaston Geenslaan 1, 3001 Leuven, Belgium;
- Laboratory for Systems Biology, VIB—KU Leuven Center for Microbiology, Bio-Incubator, Gaston Geenslaan 1, 3001 Leuven, Belgium
| | - Kevin J. Verstrepen
- Laboratory for Genetics and Genomics, Centre of Microbial and Plant Genetics (CMPG), KU Leuven, Gaston Geenslaan 1, 3001 Leuven, Belgium;
- Laboratory for Systems Biology, VIB—KU Leuven Center for Microbiology, Bio-Incubator, Gaston Geenslaan 1, 3001 Leuven, Belgium
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Caron T, Piver ML, Péron AC, Lieben P, Lavigne R, Brunel S, Roueyre D, Place M, Bonnarme P, Giraud T, Branca A, Landaud S, Chassard C. Strong effect of Penicillium roqueforti populations on volatile and metabolic compounds responsible for aromas, flavor and texture in blue cheeses. Int J Food Microbiol 2021; 354:109174. [PMID: 34103155 DOI: 10.1016/j.ijfoodmicro.2021.109174] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 03/09/2021] [Accepted: 03/15/2021] [Indexed: 01/25/2023]
Abstract
Studies of food microorganism domestication can provide important insight into adaptation mechanisms and lead to commercial applications. Penicillium roqueforti is a fungus with four genetically differentiated populations, two of which were independently domesticated for blue cheese-making, with the other two populations thriving in other environments. Most blue cheeses are made with strains from a single P. roqueforti population, whereas Roquefort cheeses are inoculated with strains from a second population. We made blue cheeses in accordance with the production specifications for Roquefort-type cheeses, inoculating each cheese with a single P. roqueforti strain, using a total of three strains from each of the four populations. We investigated differences between the cheeses made with the strains from the four P. roqueforti populations, in terms of the induced flora, the proportion of blue color, water activity and the identity and abundance of aqueous and organic metabolites as proxies for proteolysis and lipolysis as well as volatile compounds responsible for flavor and aroma. We found that the population-of-origin of the P. roqueforti strains used for inoculation had a minor impact on bacterial diversity and no effect on the abundance of the main microorganism. The cheeses produced with P. roqueforti strains from cheese populations had a higher percentage of blue area and a higher abundance of the volatile compounds typical of blue cheeses, such as methyl ketones and secondary alcohols. In particular, the Roquefort strains produced higher amounts of these aromatic compounds, partly due to more efficient proteolysis and lipolysis. The Roquefort strains also led to cheeses with a lower water availability, an important feature for preventing spoilage in blue cheeses, which is subject to controls for the sale of Roquefort cheese. The typical appearance and flavors of blue cheeses thus result from human selection on P. roqueforti, leading to the acquisition of specific features by the two cheese populations. These findings have important implications for our understanding of adaptation and domestication, and for cheese improvement.
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Affiliation(s)
- Thibault Caron
- Ecologie Systematique Evolution, Université Paris-Saclay, CNRS, AgroParisTech, 91400 Orsay, France; Laboratoire Interprofessionnel de Production - SAS L.I.P., 34 rue de Salers, 15 000 Aurillac, France.
| | - Mélanie Le Piver
- Laboratoire Interprofessionnel de Production - SAS L.I.P., 34 rue de Salers, 15 000 Aurillac, France
| | - Anne-Claire Péron
- Université Paris-Saclay, INRAE, AgroParisTech, UMR SayFood, 78850 Thiverval-Grignon, France
| | - Pascale Lieben
- Université Paris-Saclay, INRAE, AgroParisTech, UMR SayFood, 78850 Thiverval-Grignon, France
| | - René Lavigne
- Université Clermont Auvergne, INRAE, Vetagro Sup, UMRF, 20 Côte de Reyne, 15000 Aurillac, France
| | - Sammy Brunel
- Laboratoire Interprofessionnel de Production - SAS L.I.P., 34 rue de Salers, 15 000 Aurillac, France
| | - Daniel Roueyre
- Laboratoire Interprofessionnel de Production - SAS L.I.P., 34 rue de Salers, 15 000 Aurillac, France
| | - Michel Place
- Laboratoire Interprofessionnel de Production - SAS L.I.P., 34 rue de Salers, 15 000 Aurillac, France
| | - Pascal Bonnarme
- Université Paris-Saclay, INRAE, AgroParisTech, UMR SayFood, 78850 Thiverval-Grignon, France
| | - Tatiana Giraud
- Ecologie Systematique Evolution, Université Paris-Saclay, CNRS, AgroParisTech, 91400 Orsay, France
| | - Antoine Branca
- Ecologie Systematique Evolution, Université Paris-Saclay, CNRS, AgroParisTech, 91400 Orsay, France
| | - Sophie Landaud
- Université Paris-Saclay, INRAE, AgroParisTech, UMR SayFood, 78850 Thiverval-Grignon, France
| | - Christophe Chassard
- Université Clermont Auvergne, INRAE, Vetagro Sup, UMRF, 20 Côte de Reyne, 15000 Aurillac, France
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48
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Mardones W, Villarroel CA, Abarca V, Urbina K, Peña TA, Molinet J, Nespolo RF, Cubillos FA. Rapid selection response to ethanol in Saccharomyces eubayanus emulates the domestication process under brewing conditions. Microb Biotechnol 2021; 15:967-984. [PMID: 33755311 PMCID: PMC8913853 DOI: 10.1111/1751-7915.13803] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 03/01/2021] [Accepted: 03/07/2021] [Indexed: 01/02/2023] Open
Abstract
Although the typical genomic and phenotypic changes that characterize the evolution of organisms under the human domestication syndrome represent textbook examples of rapid evolution, the molecular processes that underpin such changes are still poorly understood. Domesticated yeasts for brewing, where short generation times and large phenotypic and genomic plasticity were attained in a few generations under selection, are prime examples. To experimentally emulate the lager yeast domestication process, we created a genetically complex (panmictic) artificial population of multiple Saccharomyces eubayanus genotypes, one of the parents of lager yeast. Then, we imposed a constant selection regime under a high ethanol concentration in 10 replicated populations during 260 generations (6 months) and compared them with propagated controls exposed solely to glucose. Propagated populations exhibited a selection differential of 60% in growth rate in ethanol, mostly explained by the proliferation of a single lineage (CL248.1) that competitively displaced all other clones. Interestingly, the outcome does not require the entire time‐course of adaptation, as four lineages monopolized the culture at generation 120. Sequencing demonstrated that de novo genetic variants were produced in all propagated lines, including SNPs, aneuploidies, INDELs and translocations. In addition, the different propagated populations showed correlated responses resembling the domestication syndrome: genomic rearrangements, faster fermentation rates, lower production of phenolic off‐flavours and lower volatile compound complexity. Expression profiling in beer wort revealed altered expression levels of genes related to methionine metabolism, flocculation, stress tolerance and diauxic shift, likely contributing to higher ethanol and fermentation stress tolerance in the evolved populations. Our study shows that experimental evolution can rebuild the brewing domestication process in ‘fast motion’ in wild yeast, and also provides a powerful tool for studying the genetics of the adaptation process in complex populations.
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Affiliation(s)
- Wladimir Mardones
- Facultad de Química y Biología, Departamento de Biología, Universidad de Santiago de Chile, Santiago, 9170022, Chile.,Millennium Institute for Integrative Biology (iBio), ANID - Millennium Science Initiative Program, Santiago, 7500574, Chile
| | - Carlos A Villarroel
- Facultad de Química y Biología, Departamento de Biología, Universidad de Santiago de Chile, Santiago, 9170022, Chile.,Millennium Institute for Integrative Biology (iBio), ANID - Millennium Science Initiative Program, Santiago, 7500574, Chile
| | - Valentina Abarca
- Facultad de Química y Biología, Departamento de Biología, Universidad de Santiago de Chile, Santiago, 9170022, Chile.,Millennium Institute for Integrative Biology (iBio), ANID - Millennium Science Initiative Program, Santiago, 7500574, Chile
| | - Kamila Urbina
- Facultad de Química y Biología, Departamento de Biología, Universidad de Santiago de Chile, Santiago, 9170022, Chile.,Millennium Institute for Integrative Biology (iBio), ANID - Millennium Science Initiative Program, Santiago, 7500574, Chile
| | - Tomás A Peña
- Facultad de Química y Biología, Departamento de Biología, Universidad de Santiago de Chile, Santiago, 9170022, Chile.,Millennium Institute for Integrative Biology (iBio), ANID - Millennium Science Initiative Program, Santiago, 7500574, Chile
| | - Jennifer Molinet
- Facultad de Química y Biología, Departamento de Biología, Universidad de Santiago de Chile, Santiago, 9170022, Chile.,Millennium Institute for Integrative Biology (iBio), ANID - Millennium Science Initiative Program, Santiago, 7500574, Chile
| | - Roberto F Nespolo
- Millennium Institute for Integrative Biology (iBio), ANID - Millennium Science Initiative Program, Santiago, 7500574, Chile.,Institute of Environmental and Evolutionary Science, Universidad Austral de Chile, Valdivia, 5110566, Chile.,Center of Applied Ecology and Sustainability (CAPES), Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Francisco A Cubillos
- Facultad de Química y Biología, Departamento de Biología, Universidad de Santiago de Chile, Santiago, 9170022, Chile.,Millennium Institute for Integrative Biology (iBio), ANID - Millennium Science Initiative Program, Santiago, 7500574, Chile
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49
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Marco ML, Sanders ME, Gänzle M, Arrieta MC, Cotter PD, De Vuyst L, Hill C, Holzapfel W, Lebeer S, Merenstein D, Reid G, Wolfe BE, Hutkins R. The International Scientific Association for Probiotics and Prebiotics (ISAPP) consensus statement on fermented foods. Nat Rev Gastroenterol Hepatol 2021; 18:196-208. [PMID: 33398112 PMCID: PMC7925329 DOI: 10.1038/s41575-020-00390-5] [Citation(s) in RCA: 326] [Impact Index Per Article: 81.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/11/2020] [Indexed: 02/07/2023]
Abstract
An expert panel was convened in September 2019 by The International Scientific Association for Probiotics and Prebiotics (ISAPP) to develop a definition for fermented foods and to describe their role in the human diet. Although these foods have been consumed for thousands of years, they are receiving increased attention among biologists, nutritionists, technologists, clinicians and consumers. Despite this interest, inconsistencies related to the use of the term 'fermented' led the panel to define fermented foods and beverages as "foods made through desired microbial growth and enzymatic conversions of food components". This definition, encompassing the many varieties of fermented foods, is intended to clarify what is (and is not) a fermented food. The distinction between fermented foods and probiotics is further clarified. The panel also addressed the current state of knowledge on the safety, risks and health benefits, including an assessment of the nutritional attributes and a mechanistic rationale for how fermented foods could improve gastrointestinal and general health. The latest advancements in our understanding of the microbial ecology and systems biology of these foods were discussed. Finally, the panel reviewed how fermented foods are regulated and discussed efforts to include them as a separate category in national dietary guidelines.
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Affiliation(s)
- Maria L Marco
- Department of Food Science and Technology, University of California-Davis, Davis, CA, USA
| | - Mary Ellen Sanders
- International Scientific Association for Probiotics and Prebiotics, Centennial, CO, USA
| | - Michael Gänzle
- University of Alberta, Department of Agricultural, Food and Nutritional Science, Edmonton, Canada
| | - Marie Claire Arrieta
- Department of Physiology and Pharmacology, International Microbiome Center, University of Calgary, Calgary, Canada
| | - Paul D Cotter
- Teagasc Food Research Centre, Moorepark, Ireland
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- VistaMilk, Cork, Ireland
| | - Luc De Vuyst
- Research Group of Industrial Microbiology and Food Biotechnology, Faculty of Sciences and Bioengineering Sciences, Vrije Universiteit Brussel, Brussels, Belgium
| | - Colin Hill
- APC Microbiome Ireland and School of Microbiology, University College Cork, Cork, Ireland
| | - Wilhelm Holzapfel
- Advanced Green Energy and Environment Institute, Handong Global University, Pohang, Gyeongbuk, South Korea
| | - Sarah Lebeer
- Department of Bioscience Engineering, University of Antwerp, Antwerp, Belgium
| | - Dan Merenstein
- Department of Family Medicine, Georgetown University, Washington, DC, USA
| | - Gregor Reid
- Lawson Health Research Institute, and Departments of Microbiology & Immunology and Surgery, University of Western Ontario, London, Ontario, Canada
| | | | - Robert Hutkins
- Department of Food Science and Technology, University of Nebraska - Lincoln, Lincoln, NE, USA.
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50
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Dao TT, de Mattos-Shipley KMJ, Prosser IM, Williams K, Zacharova MK, Lazarus CM, Willis CL, Bailey AM. Cleaning the Cellular Factory-Deletion of McrA in Aspergillus oryzae NSAR1 and the Generation of a Novel Kojic Acid Deficient Strain for Cleaner Heterologous Production of Secondary Metabolites. FRONTIERS IN FUNGAL BIOLOGY 2021; 2:632542. [PMID: 37744117 PMCID: PMC10512265 DOI: 10.3389/ffunb.2021.632542] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 01/18/2021] [Indexed: 09/26/2023]
Abstract
The use of filamentous fungi as cellular factories, where natural product pathways can be refactored and expressed in a host strain, continues to aid the field of natural product discovery. Much work has been done to develop host strains which are genetically tractable, and for which there are multiple selectable markers and controllable expression systems. To fully exploit these strains, it is beneficial to understand their natural metabolic capabilities, as such knowledge can rule out host metabolites from analysis of transgenic lines and highlight any potential interplay between endogenous and exogenous pathways. Additionally, once identified, the deletion of secondary metabolite pathways from host strains can simplify the detection and purification of heterologous compounds. To this end, secondary metabolite production in Aspergillus oryzae strain NSAR1 has been investigated via the deletion of the newly discovered negative regulator of secondary metabolism, mcrA (multicluster regulator A). In all ascomycetes previously studied mcrA deletion led to an increase in secondary metabolite production. Surprisingly, the only detectable phenotypic change in NSAR1 was a doubling in the yields of kojic acid, with no novel secondary metabolites produced. This supports the previous claim that secondary metabolite production has been repressed in A. oryzae and demonstrates that such repression is not McrA-mediated. Strain NSAR1 was then modified by employing CRISPR-Cas9 technology to disrupt the production of kojic acid, generating the novel strain NSARΔK, which combines the various beneficial traits of NSAR1 with a uniquely clean secondary metabolite background.
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Affiliation(s)
- Trong T. Dao
- School of Chemistry, University of Bristol, Bristol, United Kingdom
| | | | - Ian M. Prosser
- School of Biological Sciences, University of Bristol, Bristol, United Kingdom
| | - Katherine Williams
- School of Biological Sciences, University of Bristol, Bristol, United Kingdom
| | | | - Colin M. Lazarus
- School of Biological Sciences, University of Bristol, Bristol, United Kingdom
| | | | - Andrew M. Bailey
- School of Biological Sciences, University of Bristol, Bristol, United Kingdom
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