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Lofgren L, Nguyen NH, Kennedy P, Pérez-Pazos E, Fletcher J, Liao HL, Wang H, Zhang K, Ruytinx J, Smith AH, Ke YH, Cotter HVT, Engwall E, Hameed KM, Vilgalys R, Branco S. Suillus: an emerging model for the study of ectomycorrhizal ecology and evolution. THE NEW PHYTOLOGIST 2024; 242:1448-1475. [PMID: 38581203 PMCID: PMC11045321 DOI: 10.1111/nph.19700] [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: 07/28/2023] [Accepted: 03/07/2024] [Indexed: 04/08/2024]
Abstract
Research on mycorrhizal symbiosis has been slowed by a lack of established study systems. To address this challenge, we have been developing Suillus, a widespread ecologically and economically relevant fungal genus primarily associated with the plant family Pinaceae, into a model system for studying ectomycorrhizal (ECM) associations. Over the last decade, we have compiled extensive genomic resources, culture libraries, a phenotype database, and protocols for manipulating Suillus fungi with and without their tree partners. Our efforts have already resulted in a large number of publicly available genomes, transcriptomes, and respective annotations, as well as advances in our understanding of mycorrhizal partner specificity and host communication, fungal and plant nutrition, environmental adaptation, soil nutrient cycling, interspecific competition, and biological invasions. Here, we highlight the most significant recent findings enabled by Suillus, present a suite of protocols for working with the genus, and discuss how Suillus is emerging as an important model to elucidate the ecology and evolution of ECM interactions.
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Affiliation(s)
- Lotus Lofgren
- Department of Biology, Duke University, 130 Science Dr., Durham, NC 27708, USA
| | - Nhu H. Nguyen
- Department of Tropical Plant and Soil Sciences, University of Hawai‘i at Māno, 3190 Maile Way, Honolulu, HI 96822, USA
| | - Peter Kennedy
- Department of Plant and Microbial Biology, University of Minnesota, 1475 Gortner Ave, Saint Paul, MN 55108, USA
- Department of Ecology, Evolution and Behavior, University of Minnesota, 1475 Gortner Ave, Saint Paul, MN 55108, USA
| | - Eduardo Pérez-Pazos
- Department of Ecology, Evolution and Behavior, University of Minnesota, 1475 Gortner Ave, Saint Paul, MN 55108, USA
| | - Jessica Fletcher
- Department of Integrative Biology, University of Colorado Denver 1151 Arapahoe St, SI 2071, Denver, CO 80204, USA
| | - Hui-Ling Liao
- North Florida Research and Education Center, University of Florida, 155 Research Rd Quincy, FL 3235, USA
- Department of Soil, Water and Ecosystem Sciences, University of Florida, 1692 McCarty Dr, Room 2181, Building A, Gainesville, FL 32611, USA
| | - Haihua Wang
- North Florida Research and Education Center, University of Florida, 155 Research Rd Quincy, FL 3235, USA
- Department of Soil, Water and Ecosystem Sciences, University of Florida, 1692 McCarty Dr, Room 2181, Building A, Gainesville, FL 32611, USA
| | - Kaile Zhang
- North Florida Research and Education Center, University of Florida, 155 Research Rd Quincy, FL 3235, USA
| | - Joske Ruytinx
- Research Group of Microbiology and Plant Genetics, Department of Bioengineering Sciences, Vrije Universiteit Brussel, 1050 Brussels, Belgium, USA
| | - Alexander H. Smith
- Department of Integrative Biology, University of Colorado Denver 1151 Arapahoe St, SI 2071, Denver, CO 80204, USA
| | - Yi-Hong Ke
- Department of Ecology and Evolutionary Biology, University of Michigan, 1105 N University Ave, Ann Arbor, MI 48109, USA
| | - H. Van T. Cotter
- University of North Carolina at Chapel Hill Herbarium, 120 South Road, Chapel Hill, NC 27599, USA
| | - Eiona Engwall
- Department of Biology, University of North Carolina at Chapel Hill, 120 South Road, Chapel Hill, NC 27599, USA
| | - Khalid M. Hameed
- Department of Biology, Duke University, 130 Science Dr., Durham, NC 27708, USA
| | - Rytas Vilgalys
- Department of Biology, Duke University, 130 Science Dr., Durham, NC 27708, USA
| | - Sara Branco
- Department of Integrative Biology, University of Colorado Denver 1151 Arapahoe St, SI 2071, Denver, CO 80204, USA
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Murray CS, Karram M, Bass DJ, Doceti M, Becker D, Nunez JCB, Ratan A, Bergland AO. Balancing selection and the functional effects of shared polymorphism in cryptic Daphnia species. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.16.589693. [PMID: 38659826 PMCID: PMC11042267 DOI: 10.1101/2024.04.16.589693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
The patterns of genetic variation within and between related taxa represent the genetic history of a species. Shared polymorphisms, loci with identical alleles across species, are of unique interest as they may represent cases of ancient selection maintaining functional variation post-speciation. In this study, we investigate the abundance of shared polymorphism in the Daphnia pulex species complex. We test whether shared mutations are consistent with the action of balancing selection or alternative hypotheses such as hybridization, incomplete lineage sorting, or convergent evolution. We analyzed over 2,000 genomes from North American and European D. pulex and several outgroup species to examine the prevalence and distribution of shared alleles between the focal species pair, North American and European D. pulex. We show that while North American and European D. pulex diverged over ten million years ago, they retained tens of thousands of shared alleles. We found that the number of shared polymorphisms between North American and European D. pulex cannot be explained by hybridization or incomplete lineage sorting alone. Instead, we show that most shared polymorphisms could be the product of convergent evolution, that a limited number appear to be old trans-specific polymorphisms, and that balancing selection is affecting young and ancient mutations alike. Finally, we provide evidence that a blue wavelength opsin gene with trans-specific polymorphisms has functional effects on behavior and fitness in the wild. Ultimately, our findings provide insights into the genetic basis of adaptation and the maintenance of genetic diversity between species.
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Affiliation(s)
- Connor S. Murray
- Department of Biology, University of Virginia, Charlottesville, VA, USA
| | - Madison Karram
- Department of Biology, University of Virginia, Charlottesville, VA, USA
| | - David J. Bass
- Department of Biology, University of Virginia, Charlottesville, VA, USA
| | - Madison Doceti
- Department of Biology, University of Virginia, Charlottesville, VA, USA
| | - Dörthe Becker
- Department of Biology, University of Virginia, Charlottesville, VA, USA
- School of Biosciences, Ecology and Evolutionary Biology, University of Sheffield, Sheffield, UK
| | | | - Aakrosh Ratan
- Center of Public Health Genomics, University of Virginia, Charlottesville, VA, USA
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Alan O. Bergland
- Department of Biology, University of Virginia, Charlottesville, VA, USA
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Ke YH, Branco S, Bazzicalupo AL, Nguyen NH, Liao HL, Kennedy P, Bruns TD, Kuo A, LaButti K, Barry K, Grigoriev I, Vilgalys R. Genomic determination of breeding systems and trans-specific evolution of HD MAT genes in suilloid fungi. Genetics 2023; 224:iyad069. [PMID: 37070772 PMCID: PMC10213496 DOI: 10.1093/genetics/iyad069] [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: 02/24/2023] [Revised: 02/24/2023] [Accepted: 03/23/2023] [Indexed: 04/19/2023] Open
Abstract
Studying the signatures of evolution can help to understand genetic processes. Here, we demonstrate how the existence of balancing selection can be used to identify the breeding systems of fungi from genomic data. The breeding systems of fungi are controlled by self-incompatibility loci that determine mating types between potential mating partners, resulting in strong balancing selection at the loci. Within the fungal phylum Basidiomycota, two such self-incompatibility loci, namely HD MAT locus and P/R MAT locus, control mating types of gametes. Loss of function at one or both MAT loci results in different breeding systems and relaxes the MAT locus from balancing selection. By investigating the signatures of balancing selection at MAT loci, one can infer a species' breeding system without culture-based studies. Nevertheless, the extreme sequence divergence among MAT alleles imposes challenges for retrieving full variants from both alleles when using the conventional read-mapping method. Therefore, we employed a combination of read-mapping and local de novo assembly to construct haplotypes of HD MAT alleles from genomes in suilloid fungi (genera Suillus and Rhizopogon). Genealogy and pairwise divergence of HD MAT alleles showed that the origins of mating types predate the split between these two closely related genera. High sequence divergence, trans-specific polymorphism, and the deeply diverging genealogy confirm the long-term functionality and multiallelic status of HD MAT locus in suilloid fungi. This work highlights a genomics approach to studying breeding systems regardless of the culturability of organisms based on the interplay between evolution and genetics.
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Affiliation(s)
- Yi-Hong Ke
- Biology Department, Duke University, 130 Science Dr, Durham, NC 27708, USA
| | - Sara Branco
- Integrative Biology, University of Colorado, 1151 Arapahoe St, SI 2071, Denver, CO 80204, USA
| | - Anna L Bazzicalupo
- Department of Zoology, University of British Columbia, 4200—6270 University Blvd, Vancouver, British Columbia, Canada, V6T 1Z4
| | - Nhu H Nguyen
- Department of Tropical Plant and Soil Sciences, University of Hawaii at Manoa, 3190 Maile Way, Honolulu, HI 96822, USA
| | - Hui-Ling Liao
- North Florida Research and Education Center, University of Florida, 155 Research Rd, Quincy, FL 32351, USA
- Soil and Water Sciences Department, University of Florida, 1692 McCarty Dr, Room 2181, Building A, Gainesville, FL 32611, USA
| | - Peter Kennedy
- Department of Plant and Microbial Biology, University of Minnesota, 1475 Gortner Ave, Saint Paul, MN 55108, USA
| | - Thomas D Bruns
- Department of Plant and Microbial Biology, University of California at Berkeley, 111 Koshland Hall, Berkeley, CA 94720, USA
| | - Alan Kuo
- Lawrence Berkeley National Laboratory, US Department of Energy Joint Genome Institute, 1 Cyclotron Road, Berkeley, CA 94720, USA
| | - Kurt LaButti
- Lawrence Berkeley National Laboratory, US Department of Energy Joint Genome Institute, 1 Cyclotron Road, Berkeley, CA 94720, USA
| | - Kerrie Barry
- Lawrence Berkeley National Laboratory, US Department of Energy Joint Genome Institute, 1 Cyclotron Road, Berkeley, CA 94720, USA
| | - Igor Grigoriev
- Department of Plant and Microbial Biology, University of California at Berkeley, 111 Koshland Hall, Berkeley, CA 94720, USA
- Lawrence Berkeley National Laboratory, US Department of Energy Joint Genome Institute, 1 Cyclotron Road, Berkeley, CA 94720, USA
| | - Rytas Vilgalys
- Biology Department, Duke University, 130 Science Dr, Durham, NC 27708, USA
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Mora-Obando D, Salazar-Valenzuela D, Pla D, Lomonte B, Guerrero-Vargas JA, Ayerbe S, Gibbs HL, Calvete JJ. Venom variation in Bothrops asper lineages from North-Western South America. J Proteomics 2020; 229:103945. [DOI: 10.1016/j.jprot.2020.103945] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 08/09/2020] [Accepted: 08/13/2020] [Indexed: 01/09/2023]
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5
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Lomonte B, Díaz C, Chaves F, Fernández J, Ruiz M, Salas M, Zavaleta A, Calvete JJ, Sasa M. Comparative characterization of Viperidae snake venoms from Perú reveals two compositional patterns of phospholipase A 2 expression. Toxicon X 2020; 7:100044. [PMID: 32550596 PMCID: PMC7285926 DOI: 10.1016/j.toxcx.2020.100044] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Revised: 05/09/2020] [Accepted: 05/25/2020] [Indexed: 12/16/2022] Open
Abstract
Snake species within the Bothrops complex (sensu lato) are of medical relevance in Latin America, but knowledge on their venom characteristics is limited, or even unavailable, for some taxa. Perú harbors 17 species of pit vipers, within the genera Bothrops, Bothriechis, Bothrocophias, Porthidium, Crotalus, and Lachesis. This study compared the venoms of twelve species, through chromatographic and electrophoretic profiles, as well as proteolytic and phospholipase A2 (PLA2) activities. Also, proteomic profiles were analyzed for nine of the venoms using a shotgun approach. Results unveiled conspicuous differences in the expression of venom PLA2s among species, six of them presenting scarce levels as judged by RP-HPLC profiles. Since most species within the bothropoid lineage possess venoms with high to intermediate abundances of this protein family, our findings suggest the existence of a phenotypic duality in the expression of venom PLA2s within the Bothrops (sensu lato) complex. Bothrops barnetti and Bothrocophias andianus venoms, very scarce in PLA2s, were shown to lack significant myotoxic activity, highlighting that the observed variability in PLA2 expression bears toxicological correlations with effects attributed to these proteins. Finally, an attempt to identify phylogenetic relationships of bothropoid species from Perú presenting low- or high-PLA2 venom phenotypes showed an interspersed pattern, thus precluding a simple phylogenetic interpretation of this venom compositional dichotomy. Venoms from 12 viperids of Perú were compared. Conspicuous differences in the expression of PLA2 were found. Venoms presenting scarce levels of PLA2 lack myotoxicity. A new phenotypic dichotomy in venom PLA2 expression is described within Bothrops (sensu lato).
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Affiliation(s)
- Bruno Lomonte
- Instituto Clodomiro Picado, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
| | - Cecilia Díaz
- Instituto Clodomiro Picado, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica.,Departamento de Bioquímica, Escuela de Medicina, Universidad de Costa Rica, San José, Costa Rica
| | - Fernando Chaves
- Instituto Clodomiro Picado, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
| | - Julián Fernández
- Instituto Clodomiro Picado, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
| | - Marco Ruiz
- Instituto Clodomiro Picado, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
| | - María Salas
- Departamento Académico de Ciencias Celulares y Moleculares, Facultad de Ciencias y Filosofía, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Alfonso Zavaleta
- Departamento Académico de Ciencias Celulares y Moleculares, Facultad de Ciencias y Filosofía, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Juan J Calvete
- Laboratorio de Venómica Evolutiva y Traslacional, Instituto de Biomedicina de Valencia, CSIC, Valencia, Spain
| | - Mahmood Sasa
- Instituto Clodomiro Picado, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica.,Escuela de Biología, Universidad de Costa Rica, San José, Costa Rica
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Zhu Z, Guan Z, Liu G, Wang Y, Zhang Z. SGID: a comprehensive and interactive database of the silkworm. DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION 2020; 2019:5677404. [PMID: 31836898 PMCID: PMC6911161 DOI: 10.1093/database/baz134] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 10/27/2019] [Accepted: 11/01/2019] [Indexed: 11/12/2022]
Abstract
Although the domestic silkworm (Bombyx mori) is an important model and economic animal, there is a lack of comprehensive database for this organism. Here, we developed the silkworm genome informatics database (SGID). It aims to bring together all silkworm-related biological data and provide an interactive platform for gene inquiry and analysis. The function annotation in SGID is thorough and covers 98% of the silkworm genes. The annotation details include function description, Gene Ontology, Kyoto Encyclopedia of Genes and Genomes pathway, subcellular location, transmembrane topology, protein secondary/tertiary structure, homologous group and transcription factor. SGID provides genome-scale visualization of population genetics test results based on high-depth resequencing data of 158 silkworm samples. It also provides interactive analysis tools of transcriptomic and epigenomic data from 79 NCBI BioProjects. SGID will be extremely useful to silkworm research in the future.
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Affiliation(s)
- Zhenglin Zhu
- School of Life Sciences, Chongqing University, No.55 Daxuecheng South Rd., Shapingba, Chongqing, 401331, China
| | - Zhufen Guan
- School of Life Sciences, Chongqing University, No.55 Daxuecheng South Rd., Shapingba, Chongqing, 401331, China
| | - Gexin Liu
- School of Life Sciences, Chongqing University, No.55 Daxuecheng South Rd., Shapingba, Chongqing, 401331, China
| | - Yawang Wang
- School of Life Sciences, Chongqing University, No.55 Daxuecheng South Rd., Shapingba, Chongqing, 401331, China.,Khoury College of Computer Sciences, Northeastern University, 401 Terry Ave N, Seattle, WA, 98109, USA
| | - Ze Zhang
- School of Life Sciences, Chongqing University, No.55 Daxuecheng South Rd., Shapingba, Chongqing, 401331, China
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Gupta MK, Vadde R. Genetic Basis of Adaptation and Maladaptation via Balancing Selection. ZOOLOGY 2019; 136:125693. [PMID: 31513936 DOI: 10.1016/j.zool.2019.125693] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Accepted: 07/03/2019] [Indexed: 10/26/2022]
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8
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Sanz L, de Freitas-Lima LN, Quesada-Bernat S, Graça-de-Souza VK, Soares AM, Calderón LDA, Calvete JJ, Caldeira CA. Comparative venomics of Brazilian coral snakes: Micrurus frontalis, Micrurus spixii spixii, and Micrurus surinamensis. Toxicon 2019; 166:39-45. [DOI: 10.1016/j.toxicon.2019.05.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 04/23/2019] [Accepted: 05/08/2019] [Indexed: 12/12/2022]
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