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Stanojković A, Skoupý S, Johannesson H, Dvořák P. The global speciation continuum of the cyanobacterium Microcoleus. Nat Commun 2024; 15:2122. [PMID: 38459017 PMCID: PMC10923798 DOI: 10.1038/s41467-024-46459-6] [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: 07/10/2023] [Accepted: 02/27/2024] [Indexed: 03/10/2024] Open
Abstract
Speciation is a continuous process driven by genetic, geographic, and ecological barriers to gene flow. It is widely investigated in multicellular eukaryotes, yet we are only beginning to comprehend the relative importance of mechanisms driving the emergence of barriers to gene flow in microbial populations. Here, we explored the diversification of the nearly ubiquitous soil cyanobacterium Microcoleus. Our dataset consisted of 291 genomes, of which 202 strains and eight herbarium specimens were sequenced for this study. We found that Microcoleus represents a global speciation continuum of at least 12 lineages, which radiated during Eocene/Oligocene aridification and exhibit varying degrees of divergence and gene flow. The lineage divergence has been driven by selection, geographical distance, and the environment. Evidence of genetic divergence and selection was widespread across the genome, but we identified regions of exceptional differentiation containing candidate genes associated with stress response and biosynthesis of secondary metabolites.
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Affiliation(s)
- Aleksandar Stanojković
- Palacký University Olomouc, Faculty of Sciences, Department of Botany, Olomouc, Czech Republic
| | - Svatopluk Skoupý
- Palacký University Olomouc, Faculty of Sciences, Department of Botany, Olomouc, Czech Republic
| | - Hanna Johannesson
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
- The Royal Swedish Academy of Sciences, Stockholm, Sweden
| | - Petr Dvořák
- Palacký University Olomouc, Faculty of Sciences, Department of Botany, Olomouc, Czech Republic.
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2
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Škaloud P, Jadrná I, Dvořák P, Škvorová Z, Pusztai M, Čertnerová D, Bestová H, Rengefors K. Rapid diversification of a free-living protist is driven by adaptation to climate and habitat. Curr Biol 2024; 34:92-105.e6. [PMID: 38103550 DOI: 10.1016/j.cub.2023.11.046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 07/27/2023] [Accepted: 11/22/2023] [Indexed: 12/19/2023]
Abstract
Microbial eukaryotes (protists) have major functional roles in aquatic ecosystems, including the biogeochemical cycling of elements as well as occupying various roles in the food web. Despite their importance for ecosystem function, the factors that drive diversification in protists are not known. Here, we aimed to identify the factors that drive differentiation and, subsequently, speciation in a free-living protist, Synura petersenii (Chrysophyceae). We sampled five different geographic areas and utilized population genomics and quantitative trait analyses. Habitat and climate were the major drivers of diversification on the local geographical scale, while geography played a role over longer distances. In addition to conductivity and temperature, precipitation was one of the most important environmental drivers of differentiation. Our results imply that flushing episodes (floods) drive microalgal adaptation to different niches, highlighting the potential for rapid diversification in protists.
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Affiliation(s)
- Pavel Škaloud
- Department of Botany, Faculty of Science, Charles University, 12800 Praha, Czech Republic.
| | - Iva Jadrná
- Department of Botany, Faculty of Science, Charles University, 12800 Praha, Czech Republic
| | - Petr Dvořák
- Department of Botany, Faculty of Science, Palacký University Olomouc, 78371 Olomouc, Czech Republic.
| | - Zuzana Škvorová
- Department of Botany, Faculty of Science, Charles University, 12800 Praha, Czech Republic
| | - Martin Pusztai
- Department of Botany, Faculty of Science, Charles University, 12800 Praha, Czech Republic; Institute for Nanomaterials, Advanced Technologies and Innovation, Technical University of Liberec, 46117 Liberec, Czech Republic
| | - Dora Čertnerová
- Department of Botany, Faculty of Science, Charles University, 12800 Praha, Czech Republic
| | - Helena Bestová
- Department of Botany, Faculty of Science, Charles University, 12800 Praha, Czech Republic; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077 Göttingen, Germany
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3
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Yang Y, Zhang W, Liu W, He D, Wan W. Irreversible community difference between bacterioplankton generalists and specialists in response to lake dredging. WATER RESEARCH 2023; 243:120344. [PMID: 37482008 DOI: 10.1016/j.watres.2023.120344] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 07/10/2023] [Accepted: 07/11/2023] [Indexed: 07/25/2023]
Abstract
Understanding response of bacterioplankton community responsible for maintaining ecological functions of aquatic ecosystems to environmental disturbance is an important subject. However, it remains largely unclear how bacterioplankton generalists and specialists respond to dredging disturbance. Illumina MiSeq sequencing and statistical analyses were used to evaluate landscape patterns, evolutionary potentials, environmental adaptability, and community assembly processes of generalists and specialists in response to dredging in eutrophic Lake Nanhu. The Proteobacteria and Actinobacteria dominated bacterioplankton communities of generalists and specialists, and abundances of Proteobacteria decreased and Actinobacteria increased after dredging. The generalists displayed higher phylogenetic distance, richness difference, speciation rate, extinction rate, and diversification rate as well as stronger environmental adaptation than that of specialists. In contrast, the specialists rather than generalists showed higher community diversity, taxonomic distance, and species replacement as well as closer phylogenetic clustering. Stochastic processes dominated community assemblies of generalists and specialists, and stochasticity exhibited a larger effect on community assembly of generalists rather than specialists. Our results emphasized that lake dredging could change landscape patterns of bacterioplankton generalists and specialists, whereas the short-term dredging conducted within one year was unable to reverse community difference between generalists and specialists. Our findings extend our understanding of how bacterioplankton generalists and specialists responding to dredging disturbance, and these findings might in turn call on long-term dredging for better ecological restoration of eutrophic lakes.
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Affiliation(s)
- Yuyi Yang
- Key Laboratory of Aquatic Botany and Watershed Ecology Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan 430070, China; Danjiangkou Wetland Ecosystem Field Scientific Observation and Research Station, Chinese Academy of Sciences & Hubei Province, Wuhan 430070, China
| | - Weihong Zhang
- Key Laboratory of Aquatic Botany and Watershed Ecology Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan 430070, China; Danjiangkou Wetland Ecosystem Field Scientific Observation and Research Station, Chinese Academy of Sciences & Hubei Province, Wuhan 430070, China
| | - Wenzhi Liu
- Key Laboratory of Aquatic Botany and Watershed Ecology Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan 430070, China; Danjiangkou Wetland Ecosystem Field Scientific Observation and Research Station, Chinese Academy of Sciences & Hubei Province, Wuhan 430070, China
| | - Donglan He
- College of Life Science, South-Central Minzu University, Wuhan 430070, China
| | - Wenjie Wan
- Key Laboratory of Aquatic Botany and Watershed Ecology Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan 430070, China; Danjiangkou Wetland Ecosystem Field Scientific Observation and Research Station, Chinese Academy of Sciences & Hubei Province, Wuhan 430070, China.
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4
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Čertnerová D, Čertner M, Škaloud P. Alternating nuclear DNA content in chrysophytes provides evidence of their isomorphic haploid-diploid life cycle. ALGAL RES 2022. [DOI: 10.1016/j.algal.2022.102707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
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5
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Phylogenomic fingerprinting of tempo and functions of horizontal gene transfer within ochrophytes. Proc Natl Acad Sci U S A 2021; 118:2009974118. [PMID: 33419955 DOI: 10.1073/pnas.2009974118] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Horizontal gene transfer (HGT) is an important source of novelty in eukaryotic genomes. This is particularly true for the ochrophytes, a diverse and important group of algae. Previous studies have shown that ochrophytes possess a mosaic of genes derived from bacteria and eukaryotic algae, acquired through chloroplast endosymbiosis and from HGTs, although understanding of the time points and mechanisms underpinning these transfers has been restricted by the depth of taxonomic sampling possible. We harness an expanded set of ochrophyte sequence libraries, alongside automated and manual phylogenetic annotation, in silico modeling, and experimental techniques, to assess the frequency and functions of HGT across this lineage. Through manual annotation of thousands of single-gene trees, we identify continuous bacterial HGT as the predominant source of recently arrived genes in the model diatom Phaeodactylum tricornutum Using a large-scale automated dataset, a multigene ochrophyte reference tree, and mathematical reconciliation of gene trees, we note a probable elevation of bacterial HGTs at foundational points in diatom evolution, following their divergence from other ochrophytes. Finally, we demonstrate that throughout ochrophyte evolutionary history, bacterial HGTs have been enriched in genes encoding secreted proteins. Our study provides insights into the sources and frequency of HGTs, and functional contributions that HGT has made to algal evolution.
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6
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Weiner AKM, Katz LA. Epigenetics as Driver of Adaptation and Diversification in Microbial Eukaryotes. Front Genet 2021; 12:642220. [PMID: 33796133 PMCID: PMC8007921 DOI: 10.3389/fgene.2021.642220] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 02/15/2021] [Indexed: 11/17/2022] Open
Affiliation(s)
- Agnes K M Weiner
- Department of Biological Sciences, Smith College, Northampton, MA, United States
| | - Laura A Katz
- Department of Biological Sciences, Smith College, Northampton, MA, United States.,Program in Organismic and Evolutionary Biology, University of Massachusetts Amherst, Amherst, MA, United States
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7
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Procházková L, Remias D, Holzinger A, Řezanka T, Nedbalová L. Ecophysiological and ultrastructural characterisation of the circumpolar orange snow alga Sanguina aurantia compared to the cosmopolitan red snow alga Sanguina nivaloides (Chlorophyta). Polar Biol 2020; 44:105-117. [PMID: 33519055 PMCID: PMC7819945 DOI: 10.1007/s00300-020-02778-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 11/18/2020] [Accepted: 11/24/2020] [Indexed: 12/20/2022]
Abstract
Red snow caused by spherical cysts can be found worldwide, while an orange snow phenomenon caused by spherical cells is restricted to (Sub-)Arctic climates. Both bloom types, occurring in the same localities at Svalbard, were compared ecophysiologically. Using a combination of molecular markers and light- and transmission electron microscopy, cells were identified as Sanguina nivaloides and Sanguina aurantia (Chlorophyceae). In search for reasons for a cosmopolitan vs. a more restricted distribution of these microbes, significant differences in fatty acid and pigment profiles of field samples were found. S. aurantia accumulated much lower levels of polyunsaturated fatty acids (21% vs. 48% of total fatty acids) and exhibited lower astaxanthin-to-chlorophyll-a ratio (2-8 vs. 12-18). These compounds play an important role in adaptation to extreme conditions at the snow surface and within snow drifts. Accordingly, the performance of photosystem II showed that one third to nearly half of the photosynthetic active irradiation was sufficient in S. aurantia, compared to S. nivaloides, to become light saturated. Furthermore, formation of plastoglobules observed in S. nivaloides but missing in S. aurantia may contribute to photoprotection. The rapid light curves of the two species show to a certain extent the shade-adapted photosynthesis under the light conditions at Svalbard (high α-value 0.16 vs. 0.11, low saturation point I k 59 vs. 86). These results indicate significant physiological and ultrastructural differences of the two genetically closely related cryoflora species, but the reasons why S. aurantia has not been found at conditions outside (Sub-)Arctic climate types remain unknown. SUPPLEMENTARY INFORMATION The online version of this article (10.1007/s00300-020-02778-0) contains supplementary material, which is available to authorised users.
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Affiliation(s)
- Lenka Procházková
- Department of Ecology, Faculty of Science, Charles University, Viničná 7, Prague, Czech Republic
| | - Daniel Remias
- School of Engineering, University of Applied Sciences Upper Austria, Stelzhamerstr. 23, 4600 Wels, Austria
| | - Andreas Holzinger
- Functional Plant Biology, Department of Botany, University of Innsbruck, Sternwartestraße 15, 6020 Innsbruck, Austria
| | - Tomáš Řezanka
- Institute of Microbiology, The Czech Academy of Sciences, Vídeňská 1083, 142 20 Prague, Czech Republic
| | - Linda Nedbalová
- Department of Ecology, Faculty of Science, Charles University, Viničná 7, Prague, Czech Republic
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8
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Cheng J, Xia L, Feijó A, Shenbrot GI, Wen Z, Ge D, Lu L, Yang Q. Phylogeny, taxonomic reassessment and ‘ecomorph’ relationship of the Orientallactaga sibirica complex (Rodentia: Dipodidae: Allactaginae). Zool J Linn Soc 2020. [DOI: 10.1093/zoolinnean/zlaa102] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Abstract
The ecological gradient–morphological variation (‘ecomorph’) relationship has long interested ecologists and evolutionary biologists, but it is applied far less frequently than genetic differentiation in cryptic species detection and species identification. With integrative methods, we revise taxonomic uncertainties in the Orientallactaga sibirica complex (OSC), with 298 sequence specimens and 469 voucher specimens from 138 localities covering nearly the entire distribution of the OSC. Phylogenetic relationships are assessed by Bayesian inference and maximum likelihood using two mitochondrial and nine nuclear genes. We use species-delimitation approaches to divide and validate the ‘candidate species’. We evaluate correlations between ecological divergence and phylogenetic splits, and visualize geographical patterns of morphological variation. The OSC is divided into four phylogenetic groups, the Ognevi, Altay, Bogda and Sibirica groups, and the OSC exhibits a significant ecomorph relationship and ecological divergence pattern. Morphological variations not only follow the general regularity under a large gradient of ecological factors, but are also closely related to the local environment/habitat. We suggest considering the comprehensive ecomorph relationship to identify species. Molecular analyses reveal that the OSC more easily forms deeply divergent lineages in the foothills and this differentiation depth may be related to mountain system size.
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Affiliation(s)
- Jilong Cheng
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| | - Lin Xia
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| | - Anderson Feijó
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| | - Georgy I Shenbrot
- Mitrani Department of Desert Ecology, Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben-Gurion, Israel
| | - Zhixin Wen
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| | - Deyan Ge
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| | - Liang Lu
- State Key Laboratory for Infectious Disease Prevention and Control, Collaborative Innovation Centre for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Centre for Disease Control and Prevention, Changping District, Beijing, China
| | - Qisen Yang
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Chaoyang District, Beijing, China
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9
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Centers of endemism of freshwater protists deviate from pattern of taxon richness on a continental scale. Sci Rep 2020; 10:14431. [PMID: 32879396 PMCID: PMC7468153 DOI: 10.1038/s41598-020-71332-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 08/13/2020] [Indexed: 11/21/2022] Open
Abstract
Here, we analyzed patterns of taxon richness and endemism of freshwater protists in Europe. Even though the significance of physicochemical parameters but also of geographic constraints for protist distribution is documented, it remains unclear where regional areas of high protist diversity are located and whether areas of high taxon richness harbor a high proportion of endemics. Further, patterns may be universal for protists or deviate between taxonomic groups. Based on amplicon sequencing campaigns targeting the SSU and ITS region of the rDNA we address these patterns at two different levels of phylogenetic resolution. Our analyses demonstrate that protists have restricted geographical distribution areas. For many taxonomic groups the regions of high taxon richness deviate from those having a high proportion of putative endemics. In particular, the diversity of high mountain lakes as azonal habitats deviated from surrounding lowlands, i.e. many taxa were found exclusively in high mountain lakes and several putatively endemic taxa occurred in mountain regions like the Alps, the Pyrenees or the Massif Central. Beyond that, taxonomic groups showed a pronounced accumulation of putative endemics in distinct regions, e.g. Dinophyceae along the Baltic Sea coastline, and Chrysophyceae in Scandinavia. Many other groups did not have pronounced areas of increased endemism but geographically restricted taxa were found across Europe.
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10
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Pinseel E, Janssens SB, Verleyen E, Vanormelingen P, Kohler TJ, Biersma EM, Sabbe K, Van de Vijver B, Vyverman W. Global radiation in a rare biosphere soil diatom. Nat Commun 2020; 11:2382. [PMID: 32404869 PMCID: PMC7221085 DOI: 10.1038/s41467-020-16181-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Accepted: 04/20/2020] [Indexed: 11/09/2022] Open
Abstract
Soil micro-organisms drive the global carbon and nutrient cycles that underlie essential ecosystem functions. Yet, we are only beginning to grasp the drivers of terrestrial microbial diversity and biogeography, which presents a substantial barrier to understanding community dynamics and ecosystem functioning. This is especially true for soil protists, which despite their functional significance have received comparatively less interest than their bacterial counterparts. Here, we investigate the diversification of Pinnularia borealis, a rare biosphere soil diatom species complex, using a global sampling of >800 strains. We document unprecedented high levels of species-diversity, reflecting a global radiation since the Eocene/Oligocene global cooling. Our analyses suggest diversification was largely driven by colonization of novel geographic areas and subsequent evolution in isolation. These results illuminate our understanding of how protist diversity, biogeographical patterns, and members of the rare biosphere are generated, and suggest allopatric speciation to be a powerful mechanism for diversification of micro-organisms. It is generally thought many microbes, owing to their ubiquity and dispersal capability, lack biogeographic structuring and clear speciation patterns compared to macroorganisms. However, Pinseel et al. demonstrate multiple cycles of colonization and diversification in Pinnularia borealis, a rare biosphere soil diatom.
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Affiliation(s)
- Eveline Pinseel
- Laboratory of Protistology & Aquatic Ecology, Ghent University, Krijgslaan 281-S8, 9000 Gent, Belgium. .,Meise Botanic Garden, Nieuwelaan 38, 1860, Meise, Belgium. .,Ecosystem Management Research Group (ECOBE), University of Antwerp, Universiteitsplein 1, 2610, Wilrijk, Belgium. .,Department of Biological Sciences, University of Arkansas, 850 W Dickson St, SCEN 601, Fayetteville, AR, 72701-1201, USA.
| | | | - Elie Verleyen
- Laboratory of Protistology & Aquatic Ecology, Ghent University, Krijgslaan 281-S8, 9000 Gent, Belgium
| | - Pieter Vanormelingen
- Laboratory of Protistology & Aquatic Ecology, Ghent University, Krijgslaan 281-S8, 9000 Gent, Belgium.,Natuurpunt, Michiel Coxiestraat 11, 2800, Mechelen, Belgium
| | - Tyler J Kohler
- Department of Ecology, Charles University, Viničná 7, 128 44 Prague 2, Czech Republic.,Stream Biofilm and Ecosystem Research Laboratory, École Polytechnique Fédérale Lausanne, GR B0 422, CH-1015, Lausanne, Switzerland
| | - Elisabeth M Biersma
- British Antarctic Survey, High Cross, Madingley Rd, Cambridge, CB3 0ET, UK.,Natural History Museum of Denmark, Øster Farimagsgade 5-Building 7, DK-1353, Copenhagen, Denmark
| | - Koen Sabbe
- Laboratory of Protistology & Aquatic Ecology, Ghent University, Krijgslaan 281-S8, 9000 Gent, Belgium
| | - Bart Van de Vijver
- Meise Botanic Garden, Nieuwelaan 38, 1860, Meise, Belgium.,Ecosystem Management Research Group (ECOBE), University of Antwerp, Universiteitsplein 1, 2610, Wilrijk, Belgium
| | - Wim Vyverman
- Laboratory of Protistology & Aquatic Ecology, Ghent University, Krijgslaan 281-S8, 9000 Gent, Belgium.
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11
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Schneider K, Adams CE, Elmer KR. Parallel selection on ecologically relevant gene functions in the transcriptomes of highly diversifying salmonids. BMC Genomics 2019; 20:1010. [PMID: 31870285 PMCID: PMC6929470 DOI: 10.1186/s12864-019-6361-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 12/01/2019] [Indexed: 12/11/2022] Open
Abstract
Background Salmonid fishes are characterised by a very high level of variation in trophic, ecological, physiological, and life history adaptations. Some salmonid taxa show exceptional potential for fast, within-lake diversification into morphologically and ecologically distinct variants, often in parallel; these are the lake-resident charr and whitefish (several species in the genera Salvelinus and Coregonus). To identify selection on genes and gene categories associated with such predictable diversifications, we analysed 2702 orthogroups (4.82 Mbp total; average 4.77 genes/orthogroup; average 1783 bp/orthogroup). We did so in two charr and two whitefish species and compared to five other salmonid lineages, which do not evolve in such ecologically predictable ways, and one non-salmonid outgroup. Results All selection analyses are based on Coregonus and Salvelinus compared to non-diversifying taxa. We found more orthogroups were affected by relaxed selection than intensified selection. Of those, 122 were under significant relaxed selection, with trends of an overrepresentation of serine family amino acid metabolism and transcriptional regulation, and significant enrichment of behaviour-associated gene functions. Seventy-eight orthogroups were under significant intensified selection and were enriched for signalling process and transcriptional regulation gene ontology terms and actin filament and lipid metabolism gene sets. Ninety-two orthogroups were under diversifying/positive selection. These were enriched for signal transduction, transmembrane transport, and pyruvate metabolism gene ontology terms and often contained genes involved in transcriptional regulation and development. Several orthogroups showed signs of multiple types of selection. For example, orthogroups under relaxed and diversifying selection contained genes such as ap1m2, involved in immunity and development, and slc6a8, playing an important role in muscle and brain creatine uptake. Orthogroups under intensified and diversifying selection were also found, such as genes syn3, with a role in neural processes, and ctsk, involved in bone remodelling. Conclusions Our approach pinpointed relevant genomic targets by distinguishing among different kinds of selection. We found that relaxed, intensified, and diversifying selection affect orthogroups and gene functions of ecological relevance in salmonids. Because they were found consistently and robustly across charr and whitefish and not other salmonid lineages, we propose these genes have a potential role in the replicated ecological diversifications.
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Affiliation(s)
- Kevin Schneider
- Institute of Biodiversity, Animal Health & Comparative Medicine, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, G12 8QQ, UK
| | - Colin E Adams
- Institute of Biodiversity, Animal Health & Comparative Medicine, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, G12 8QQ, UK.,Scottish Centre for Ecology and the Natural Environment, University of Glasgow, Rowardennan, G63 0AW, UK
| | - Kathryn R Elmer
- Institute of Biodiversity, Animal Health & Comparative Medicine, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, G12 8QQ, UK.
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12
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Singer D, Mitchell EAD, Payne RJ, Blandenier Q, Duckert C, Fernández LD, Fournier B, Hernández CE, Granath G, Rydin H, Bragazza L, Koronatova NG, Goia I, Harris LI, Kajukało K, Kosakyan A, Lamentowicz M, Kosykh NP, Vellak K, Lara E. Dispersal limitations and historical factors determine the biogeography of specialized terrestrial protists. Mol Ecol 2019; 28:3089-3100. [DOI: 10.1111/mec.15117] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 04/25/2019] [Accepted: 04/29/2019] [Indexed: 12/26/2022]
Affiliation(s)
- David Singer
- Laboratory of Soil Biodiversity, Institute of Biology University of Neuchâtel Neuchâtel Switzerland
- Department of Zoology, Institute of Biosciences University of São Paulo São Paulo Brazil
| | - Edward A. D. Mitchell
- Laboratory of Soil Biodiversity, Institute of Biology University of Neuchâtel Neuchâtel Switzerland
- Jardin Botanique de Neuchâtel Neuchâtel Switzerland
| | | | - Quentin Blandenier
- Laboratory of Soil Biodiversity, Institute of Biology University of Neuchâtel Neuchâtel Switzerland
- Real Jardín Botánico CSIC Madrid Spain
| | - Clément Duckert
- Laboratory of Soil Biodiversity, Institute of Biology University of Neuchâtel Neuchâtel Switzerland
| | - Leonardo D. Fernández
- Laboratory of Soil Biodiversity, Institute of Biology University of Neuchâtel Neuchâtel Switzerland
- Centro de Investigación en Recursos Naturales y Sustentabilidad (CIRENYS) Universidad Bernardo O'Higgins Santiago Chile
| | - Bertrand Fournier
- Community and Quantitative Ecology Laboratory, Department of Biology Concordia University Montreal QC Canada
| | - Cristián E. Hernández
- Facultad de Ciencias Naturales y Oceanográficas, Departamento de Zoología Universidad de Concepción Barrio Universitario de Concepción Chile
| | - Gustaf Granath
- Department of Ecology and Genetics Evolutionary Biology Centre Uppsala University Uppsala Sweden
| | - Håkan Rydin
- Department of Ecology and Genetics Evolutionary Biology Centre Uppsala University Uppsala Sweden
| | - Luca Bragazza
- WSL Swiss Federal Institute for Forest, Snow and Landscape Research Lausanne Switzerland
- Laboratory of Ecological Systems (ECOS), Ecole Polytechnique Féderale de Lausanne (EPFL) School of Architecture, Civil and Environmental Engineering (ENAC) Lausanne Switzerland
- Department of Life Science and Biotechnologies University of Ferrara Ferrara Italy
| | - Natalia G. Koronatova
- Laboratory of Biogeocenology, Institute of Soil Science and Agrochemistry Siberian Branch of Russian Academy of Sciences Novosibirsk Russia
| | - Irina Goia
- Department of Taxonomy and Ecology, Faculty of Biology and Geology Babeș‐Bolyai University Cluj‐Napoca Romania
| | - Lorna I. Harris
- School of Geography and Earth Sciences McMaster University Hamilton ON Canada
| | - Katarzyna Kajukało
- Laboratory of Wetland Ecology and Monitoring, Faculty of Geographical and Geological Sciences and Department of Biogeography and Paleoecology Adam Mickiewicz University Poznań Poland
| | - Anush Kosakyan
- Institute of Parasitology, Biology Center Czech Academy of Sciences České Budĕjovice Czech Republic
| | - Mariusz Lamentowicz
- Laboratory of Wetland Ecology and Monitoring, Faculty of Geographical and Geological Sciences and Department of Biogeography and Paleoecology Adam Mickiewicz University Poznań Poland
| | - Natalia P. Kosykh
- Laboratory of Biogeocenology, Institute of Soil Science and Agrochemistry Siberian Branch of Russian Academy of Sciences Novosibirsk Russia
| | - Kai Vellak
- Institute of Ecology and Earth Sciences, Natural History Museum University of Tartu Tartu Estonia
| | - Enrique Lara
- Laboratory of Soil Biodiversity, Institute of Biology University of Neuchâtel Neuchâtel Switzerland
- Real Jardín Botánico CSIC Madrid Spain
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