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Osborne A, Mańko E, Waweru H, Kaneko A, Kita K, Campino S, Gitaka J, Clark TG. Plasmodium falciparum population dynamics in East Africa and genomic surveillance along the Kenya-Uganda border. Sci Rep 2024; 14:18051. [PMID: 39103358 PMCID: PMC11300580 DOI: 10.1038/s41598-024-67623-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 07/15/2024] [Indexed: 08/07/2024] Open
Abstract
East African countries accounted for ~ 10% of all malaria prevalence worldwide in 2022, with an estimated 23.8 million cases and > 53,000 deaths. Despite recent increases in malaria incidence, high-resolution genome-wide analyses of Plasmodium parasite populations are sparse in Kenya, Tanzania, and Uganda. The Kenyan-Ugandan border region is a particular concern, with Uganda confirming the emergence and spread of artemisinin resistant P. falciparum parasites. To establish genomic surveillance along the Kenyan-Ugandan border and analyse P. falciparum population dynamics within East Africa, we generated whole-genome sequencing (WGS) data for 38 parasites from Bungoma, Western Kenya. These sequences were integrated into a genomic analysis of available East African isolate data (n = 599) and revealed parasite subpopulations with distinct genetic structure and diverse ancestral origins. Ancestral admixture analysis of these subpopulations alongside isolates from across Africa (n = 365) suggested potential independent ancestral populations from other major African populations. Within isolates from Western Kenya, the prevalence of biomarkers associated with chloroquine resistance (e.g. Pfcrt K76T) were significantly reduced compared to wider East African populations and a single isolate contained the PfK13 V568I variant, potentially linked to reduced susceptibility to artemisinin. Overall, our work provides baseline WGS data and analysis for future malaria genomic surveillance in the region.
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Affiliation(s)
- Ashley Osborne
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK
- School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan
| | - Emilia Mańko
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK
| | - Harrison Waweru
- Directorate of Research and Innovation, Mount Kenya University, Thika, Kenya
- Centre for Malaria Elimination, Mount Kenya University, Thika, Kenya
| | - Akira Kaneko
- Department of Parasitology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Kiyoshi Kita
- School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan
| | - Susana Campino
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK.
| | - Jesse Gitaka
- Directorate of Research and Innovation, Mount Kenya University, Thika, Kenya.
- Centre for Malaria Elimination, Mount Kenya University, Thika, Kenya.
| | - Taane G Clark
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK.
- Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK.
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Bruxaux J, Zhao W, Hall D, Curtu AL, Androsiuk P, Drouzas AD, Gailing O, Konrad H, Sullivan AR, Semerikov V, Wang XR. Scots pine - panmixia and the elusive signal of genetic adaptation. THE NEW PHYTOLOGIST 2024; 243:1231-1246. [PMID: 38308133 DOI: 10.1111/nph.19563] [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: 11/15/2023] [Accepted: 01/14/2024] [Indexed: 02/04/2024]
Abstract
Scots pine is the foundation species of diverse forested ecosystems across Eurasia and displays remarkable ecological breadth, occurring in environments ranging from temperate rainforests to arid tundra margins. Such expansive distributions can be favored by various demographic and adaptive processes and the interactions between them. To understand the impact of neutral and selective forces on genetic structure in Scots pine, we conducted range-wide population genetic analyses on 2321 trees from 202 populations using genotyping-by-sequencing, reconstructed the recent demography of the species and examined signals of genetic adaptation. We found a high and uniform genetic diversity across the entire range (global FST 0.048), no increased genetic load in expanding populations and minor impact of the last glacial maximum on historical population sizes. Genetic-environmental associations identified only a handful of single-nucleotide polymorphisms significantly linked to environmental gradients. The results suggest that extensive gene flow is predominantly responsible for the observed genetic patterns in Scots pine. The apparent missing signal of genetic adaptation is likely attributed to the intricate genetic architecture controlling adaptation to multi-dimensional environments. The panmixia metapopulation of Scots pine offers a good study system for further exploration into how genetic adaptation and plasticity evolve under gene flow and changing environment.
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Affiliation(s)
- Jade Bruxaux
- Department of Ecology and Environmental Science, Umeå Plant Science Center, Umeå University, 901 87, Umeå, Sweden
| | - Wei Zhao
- Department of Ecology and Environmental Science, Umeå Plant Science Center, Umeå University, 901 87, Umeå, Sweden
| | - David Hall
- Department of Ecology and Environmental Science, Umeå Plant Science Center, Umeå University, 901 87, Umeå, Sweden
- Forestry Research Institute of Sweden (Skogforsk), 918 21, Sävar, Sweden
| | | | - Piotr Androsiuk
- Department of Plant Physiology, Genetics and Biotechnology, Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, 10-719, Olsztyn, Poland
| | - Andreas D Drouzas
- Laboratory of Systematic Botany and Phytogeography, School of Biology, Aristotle University of Thessaloniki, 54124, Thessaloniki, Greece
| | - Oliver Gailing
- Department of Forest Genetics and Forest Tree Breeding, University of Göttingen, 37077, Göttingen, Germany
| | - Heino Konrad
- Department of Forest Biodiversity and Nature Conservation, Unit of Ecological Genetics, Austrian Research Centre for Forests (BFW), 1140, Vienna, Austria
| | - Alexis R Sullivan
- Department of Ecology and Environmental Science, Umeå Plant Science Center, Umeå University, 901 87, Umeå, Sweden
| | - Vladimir Semerikov
- Institute of Plant and Animal Ecology, Ural Division of Russian Academy of Sciences, 620144, Ekaterinburg, Russia
| | - Xiao-Ru Wang
- Department of Ecology and Environmental Science, Umeå Plant Science Center, Umeå University, 901 87, Umeå, Sweden
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de Moraes Magaldi L, Gueratto PE, Ortega‐Abboud E, Sobral‐Souza T, Joron M, de Souza AP, Freitas AVL, Silva‐Brandão KL. Montane diversification as a mechanism of speciation in neotropical butterflies. Ecol Evol 2024; 14:e11704. [PMID: 39005883 PMCID: PMC11239956 DOI: 10.1002/ece3.11704] [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: 03/25/2024] [Revised: 06/11/2024] [Accepted: 06/22/2024] [Indexed: 07/16/2024] Open
Abstract
The mountains in the Atlantic Forest domain are environments that harbor a high biodiversity, including species adapted to colder climates that were probably influenced by the climatic variations of the Pleistocene. To understand the phylogeographic pattern and assess the taxonomic boundaries between two sister montane species, a genomic study of the butterflies Actinote mantiqueira and A. alalia (Nymphalidae: Acraeini) was conducted. Analyses based on partial sequences of the mitochondrial gene COI (barcode region) failed to recover any phylogenetic or genetic structure discriminating the two species or sampling localities. However, single nucleotide polymorphisms gathered using Genotyping-by-Sequencing provided a strong isolation pattern in all analyses (genetic distance, phylogenetic hypothesis, clustering analyses, and F ST statistics) which is consistent with morphology, separating all individuals of A. alalia from all populations of A. mantiqueira. The three sampled mountain ranges where A. mantiqueira populations occur-Serra do Mar, Serra da Mantiqueira, and Poços de Caldas Plateau-were identified as three isolated clusters. Paleoclimate simulations indicate that both species' distributions changed according to climatic oscillations in the Pleistocene period, with the two species potentially occurring in areas of lower altitude during glacial periods when compared to the interglacial periods (as the present). Besides, a potential path between their distribution through the Serra do Mar Mountain range was inferred. Therefore, the Pleistocene climatic fluctuation had a significant impact on the speciation process between A. alalia and A. mantiqueira, which was brought on by isolation at different mountain summits during interglacial periods, as shown by the modeled historical distribution and the observed genetic structure.
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Affiliation(s)
- Luiza de Moraes Magaldi
- Departamento de Biologia Animal, Instituto de BiologiaUniversidade Estadual de CampinasCampinasSPBrazil
| | - Patrícia Eyng Gueratto
- Departamento de Biologia Animal, Instituto de BiologiaUniversidade Estadual de CampinasCampinasSPBrazil
| | - Enrique Ortega‐Abboud
- Centre d'Ecologie Fonctionnelle et Evolutive, CNRS, EPHE, IRDUniversité de MontpellierMontpellierFrance
| | | | - Mathieu Joron
- Centre d'Ecologie Fonctionnelle et Evolutive, CNRS, EPHE, IRDUniversité de MontpellierMontpellierFrance
| | - Anete Pereira de Souza
- Departamento de Biologia Vegetal, Instituto de BiologiaUniversidade Estadual de CampinasCampinasSPBrazil
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Monjaraz-Ruedas R, Starrett J, Leavitt D, Hedin M. Broken Ring Speciation in California Mygalomorph Spiders (Nemesiidae, Calisoga). Am Nat 2024; 204:55-72. [PMID: 38857341 DOI: 10.1086/730262] [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] [Indexed: 06/12/2024]
Abstract
AbstractIdealized ring species, with approximately continuous gene flow around a geographic barrier but singular reproductive isolation at a ring terminus, are rare in nature. A broken ring species model preserves the geographic setting and fundamental features of an idealized model but accommodates varying degrees of gene flow restriction over complex landscapes through evolutionary time. Here we examine broken ring species dynamics in Calisoga spiders, which, like the classic ring species Ensatina salamanders, are distributed around the Central Valley of California. Using nuclear and mitogenomic data, we test key predictions of common ancestry, ringlike biogeography, biogeographic timing, population connectivity, and terminal overlap. We show that a ring complex of populations shares a single common ancestor, and from an ancestral area in the Sierra Nevada mountains, two distributional and phylogenomic arms encircle the Central Valley. Isolation by distance occurs along these distributional arms, although gene flow restriction is also evident. Where divergent lineages meet in the South Coast Ranges, we find rare lineage sympatry, without evidence for nuclear gene flow and with clear evidence for morphological and ecological divergence. We discuss general insights provided by broken ring species and how such a model could be explored and extended in other systems and future studies.
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Snead AA, Tatarenkov A, Taylor DS, Marson K, Earley RL. Centrality to the metapopulation is more important for population genetic diversity than habitat area or fragmentation. Biol Lett 2024; 20:20240158. [PMID: 39044630 PMCID: PMC11267237 DOI: 10.1098/rsbl.2024.0158] [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: 03/24/2024] [Revised: 05/13/2024] [Accepted: 06/18/2024] [Indexed: 07/25/2024] Open
Abstract
Drift and gene flow affect genetic diversity. Given that the strength of genetic drift increases as population size decreases, management activities have focused on increasing population size through preserving habitats to preserve genetic diversity. Few studies have empirically evaluated the impacts of drift and gene flow on genetic diversity. Kryptolebias marmoratus, henceforth 'rivulus', is a small killifish restricted to fragmented New World mangrove forests with gene flow primarily associated with ocean currents. Rivulus form distinct populations across patches, making them a well-suited system to test the extent to which habitat area, fragmentation and connectivity are associated with genetic diversity. Using over 1000 individuals genotyped at 32 microsatellite loci, high-resolution landcover data and oceanographic simulations with graph theory, we demonstrate that centrality (connectivity) to the metapopulation is more strongly associated with genetic diversity than habitat area or fragmentation. By comparing models with and without centrality standardized by the source population's genetic diversity, our results suggest that metapopulation centrality is critical to genetic diversity regardless of the diversity of adjacent populations. While we find evidence that habitat area and fragmentation are related to genetic diversity, centrality is always a significant predictor with a larger effect than any measure of habitat configuration.
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Affiliation(s)
- Anthony A. Snead
- Department of Biological Sciences, University of Alabama, 300 Hackberry Lane, Tuscaloosa, AL35487, USA
- Department of Biology, New York University, New York, NY10003, USA
| | - Andrey Tatarenkov
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA92697, USA
| | - D. Scott Taylor
- The Environmentally Endangered Lands (EEL) Program, Brevard County, Melbourne, FL32904, USA
| | - Kristine Marson
- Department of Biological Sciences, University of Alabama, 300 Hackberry Lane, Tuscaloosa, AL35487, USA
| | - Ryan L. Earley
- Department of Biological Sciences, University of Alabama, 300 Hackberry Lane, Tuscaloosa, AL35487, USA
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Yang C, Zhang X, Yan S, Yang S, Wu B, You F, Cui Y, Xie N, Wang Z, Jin L, Xu S, Zhang M. Large-scale lexical and genetic alignment supports a hybrid model of Han Chinese demic and cultural diffusions. Nat Hum Behav 2024; 8:1163-1176. [PMID: 38740988 DOI: 10.1038/s41562-024-01886-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 04/11/2024] [Indexed: 05/16/2024]
Abstract
The Han Chinese history is shaped by substantial demographic activities and sociocultural transmissions. However, it remains challenging to assess the contributions of demic and cultural diffusion to Han culture and language, primarily due to the lack of rigorous examination of genetic-linguistic congruence. Here we digitized a large-scale linguistic inventory comprising 1,018 lexical traits across 926 dialect varieties. Using phylogenetic analysis and admixture inference, we revealed a north-south gradient of lexical differences that probably resulted from historical migrations. Furthermore, we quantified extensive horizontal language transfers and pinpointed central China as a dialectal melting pot. Integrating genetic data from 30,408 Han Chinese individuals, we compared the lexical and genetic landscapes across 26 provinces. Our results support a hybrid model where demic diffusion predominantly impacts central China, while cultural diffusion and language assimilation occur in southwestern and coastal regions, respectively. This interdisciplinary study sheds light on the complex social-genetic history of the Han Chinese.
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Affiliation(s)
- Chengkun Yang
- State Key Laboratory of Genetic Engineering, Center for Evolutionary Biology, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, School of Life Science, Fudan University, Shanghai, China
| | - Xiaoxi Zhang
- School of Life Science and Technology, ShanghaiTech University, Shanghai, China
- Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Shi Yan
- School of Ethnology and Sociology, Minzu University of China, Beijing, China
| | - Sizhe Yang
- State Key Laboratory of Genetic Engineering, Center for Evolutionary Biology, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, School of Life Science, Fudan University, Shanghai, China
| | - Baihui Wu
- State Key Laboratory of Genetic Engineering, Center for Evolutionary Biology, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, School of Life Science, Fudan University, Shanghai, China
| | - Fengshuo You
- Department of Chinese Language and Literature, Fudan University, Shanghai, China
| | - Yue Cui
- Department of Cultural Heritage and Museology, Fudan University, Shanghai, China
| | - Ni Xie
- Department of Linguistics and Modern Languages, The Chinese University of Hong Kong, Hong Kong, China
| | - Zhiyi Wang
- Department of Chinese Language and Literature, Fudan University, Shanghai, China
| | - Li Jin
- State Key Laboratory of Genetic Engineering, Center for Evolutionary Biology, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, School of Life Science, Fudan University, Shanghai, China.
| | - Shuhua Xu
- State Key Laboratory of Genetic Engineering, Center for Evolutionary Biology, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, School of Life Science, Fudan University, Shanghai, China.
- School of Life Science and Technology, ShanghaiTech University, Shanghai, China.
- Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.
| | - Menghan Zhang
- Institute of Modern Languages and Linguistics, Fudan University, Shanghai, China.
- Research Institute of Intelligent Complex Systems, Fudan University, Shanghai, China.
- Ministry of Education Key Laboratory of Contemporary Anthropology, Fudan University, Shanghai, China.
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7
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Yu P, Li C, Li M, He X, Wang D, Li H, Marcon C, Li Y, Perez-Limón S, Chen X, Delgado-Baquerizo M, Koller R, Metzner R, van Dusschoten D, Pflugfelder D, Borisjuk L, Plutenko I, Mahon A, Resende MFR, Salvi S, Akale A, Abdalla M, Ahmed MA, Bauer FM, Schnepf A, Lobet G, Heymans A, Suresh K, Schreiber L, McLaughlin CM, Li C, Mayer M, Schön CC, Bernau V, von Wirén N, Sawers RJH, Wang T, Hochholdinger F. Seedling root system adaptation to water availability during maize domestication and global expansion. Nat Genet 2024; 56:1245-1256. [PMID: 38778242 DOI: 10.1038/s41588-024-01761-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 04/19/2024] [Indexed: 05/25/2024]
Abstract
The maize root system has been reshaped by indirect selection during global adaptation to new agricultural environments. In this study, we characterized the root systems of more than 9,000 global maize accessions and its wild relatives, defining the geographical signature and genomic basis of variation in seminal root number. We demonstrate that seminal root number has increased during maize domestication followed by a decrease in response to limited water availability in locally adapted varieties. By combining environmental and phenotypic association analyses with linkage mapping, we identified genes linking environmental variation and seminal root number. Functional characterization of the transcription factor ZmHb77 and in silico root modeling provides evidence that reshaping root system architecture by reducing the number of seminal roots and promoting lateral root density is beneficial for the resilience of maize seedlings to drought.
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Affiliation(s)
- Peng Yu
- Crop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany.
- Emmy Noether Group Root Functional Biology, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany.
| | - Chunhui Li
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, PR China
| | - Meng Li
- Department of Plant Science, The Pennsylvania State University, State College, PA, USA
| | - Xiaoming He
- Crop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany
- Emmy Noether Group Root Functional Biology, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany
| | - Danning Wang
- Crop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany
- Emmy Noether Group Root Functional Biology, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany
| | - Hongjie Li
- Crop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany
- Emmy Noether Group Root Functional Biology, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany
| | - Caroline Marcon
- Crop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany
| | - Yu Li
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, PR China
| | - Sergio Perez-Limón
- Department of Plant Science, The Pennsylvania State University, State College, PA, USA
| | - Xinping Chen
- College of Resources and Environment, and Academy of Agricultural Sciences, Southwest University (SWU), Chongqing, PR China
| | - Manuel Delgado-Baquerizo
- Laboratorio de Biodiversidad y Funcionamiento Ecosistémico. Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), CSIC, Sevilla, Spain
- Unidad Asociada CSIC-UPO (BioFun), Universidad Pablo de Olavide, Sevilla, Spain
| | - Robert Koller
- Institute of Bio- and Geosciences, Plant Sciences (IBG-2), Forschungszentrum Juelich GmbH, Juelich, Germany
| | - Ralf Metzner
- Institute of Bio- and Geosciences, Plant Sciences (IBG-2), Forschungszentrum Juelich GmbH, Juelich, Germany
| | - Dagmar van Dusschoten
- Institute of Bio- and Geosciences, Plant Sciences (IBG-2), Forschungszentrum Juelich GmbH, Juelich, Germany
| | - Daniel Pflugfelder
- Institute of Bio- and Geosciences, Plant Sciences (IBG-2), Forschungszentrum Juelich GmbH, Juelich, Germany
| | - Ljudmilla Borisjuk
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
| | - Iaroslav Plutenko
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
| | - Audrey Mahon
- Horticultural Sciences Department, University of Florida, Gainesville, FL, USA
| | - Marcio F R Resende
- Horticultural Sciences Department, University of Florida, Gainesville, FL, USA
| | - Silvio Salvi
- Department of Agricultural and Food Sciences, University of Bologna, Bologna, Italy
| | - Asegidew Akale
- Chair of Root-Soil Interactions, TUM School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Mohanned Abdalla
- Chair of Root-Soil Interactions, TUM School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Mutez Ali Ahmed
- Chair of Root-Soil Interactions, TUM School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Felix Maximilian Bauer
- Institute of Bio- and Geosciences, Agrosphere (IBG-3), Forschungszentrum Jülich GmbH, Jülich, Germany
| | - Andrea Schnepf
- Institute of Bio- and Geosciences, Agrosphere (IBG-3), Forschungszentrum Jülich GmbH, Jülich, Germany
| | - Guillaume Lobet
- Institute of Bio- and Geosciences, Agrosphere (IBG-3), Forschungszentrum Jülich GmbH, Jülich, Germany
- Earth and Life Institute, Université catholique de Louvain, UCLouvain, Belgium
| | - Adrien Heymans
- Earth and Life Institute, Université catholique de Louvain, UCLouvain, Belgium
| | - Kiran Suresh
- Institute of Cellular and Molecular Botany (IZMB), Department of Ecophysiology, University of Bonn, Bonn, Germany
| | - Lukas Schreiber
- Institute of Cellular and Molecular Botany (IZMB), Department of Ecophysiology, University of Bonn, Bonn, Germany
| | - Chloee M McLaughlin
- Intercollege Graduate Degree Program in Plant Biology, The Pennsylvania State University, State College, PA, USA
| | - Chunjian Li
- Key Laboratory of Plant-Soil Interactions, College of Resources and Environmental Sciences, National Academy of Agriculture Green Development, Ministry of Education, China Agricultural University, Beijing, PR China
| | - Manfred Mayer
- Plant Breeding, TUM School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Chris-Carolin Schön
- Plant Breeding, TUM School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Vivian Bernau
- North Central Regional Plant Introduction Station, USDA-Agriculture Research Service and Iowa State University, Ames, IA, USA
| | - Nicolaus von Wirén
- Department of Physiology and Cell Biology, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
| | - Ruairidh J H Sawers
- Department of Plant Science, The Pennsylvania State University, State College, PA, USA.
| | - Tianyu Wang
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, PR China.
| | - Frank Hochholdinger
- Crop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany.
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8
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Jenkins TL. mapmixture: An R package and web app for spatial visualisation of admixture and population structure. Mol Ecol Resour 2024; 24:e13943. [PMID: 38390660 DOI: 10.1111/1755-0998.13943] [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: 07/13/2023] [Revised: 11/28/2023] [Accepted: 02/15/2024] [Indexed: 02/24/2024]
Abstract
The mapmixture R package and interactive web app are tools to aid visualisation of admixture and population structure in geographic space. The purpose of mapmixture is to enable and encourage molecular ecologists, and in particular population geneticists and phylogeneticists, to plot their admixture, ancestry or assignment results on a map when location information is available. mapmixture accepts data in the format typically generated by admixture analyses and visualises proportions to each genetic cluster per site as pie charts on a projected (optional) map. Combining this site-based map presentation approach with the routine individual-based presentation of admixture (structure) barplots will enhance interpretation of genetic-geographic patterns. Additionally, in the context of science communication, this enables clearer transfer of spatial genetic information to readers or listeners, and especially to audiences that do not have a background in genetics but who are able to use the genetic information as evidence in conservation management. The latest version of mapmixture is available on GitHub (https://github.com/tom-jenkins/mapmixture), which details installation instructions and examples of how to use the package and interactive web app.
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Affiliation(s)
- Tom L Jenkins
- Department of Biosciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
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9
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Zhao X, Yu J, Chanda B, Zhao J, Wu S, Zheng Y, Sun H, Levi A, Ling KS, Fei Z. Genomic and pangenomic analyses provide insights into the population history and genomic diversification of bottle gourd. THE NEW PHYTOLOGIST 2024. [PMID: 38503725 DOI: 10.1111/nph.19673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Accepted: 02/27/2024] [Indexed: 03/21/2024]
Abstract
Bottle gourd (Lagenaria siceraria (Mol.) Strandl.) is an economically important vegetable crop and one of the earliest domesticated crops. However, the population history and genomic diversification of bottle gourd have not been extensively studied. We generated a comprehensive bottle gourd genome variation map from genome sequences of 197 world-wide representative accessions, which enables a genome-wide association study for identifying genomic loci associated with resistance to zucchini yellow mosaic virus, and constructed a bottle gourd pangenome that harbors 1534 protein-coding genes absent in the reference genome. Demographic analyses uncover that domesticated bottle gourd originated in Southern Africa c. 12 000 yr ago, and subsequently radiated to the New World via the Atlantic drift and to Eurasia through the efforts of early farmers in the initial Holocene. The identified highly differentiated genomic regions among different bottle gourd populations harbor many genes contributing to their local adaptations such as those related to disease resistance and stress tolerance. Presence/absence variation analysis of genes in the pangenome reveals numerous genes including those involved in abiotic/biotic stress responses that have been under selection during the world-wide expansion of bottle gourds. The bottle gourd variation map and pangenome provide valuable resources for future functional studies and genomics-assisted breeding.
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Affiliation(s)
- Xuebo Zhao
- Boyce Thompson Institute, Ithaca, NY, 14853, USA
| | - Jingyin Yu
- Boyce Thompson Institute, Ithaca, NY, 14853, USA
| | - Bidisha Chanda
- USDA-ARS, US Vegetable Laboratory, Charleston, SC, 29414, USA
| | - Jiantao Zhao
- Boyce Thompson Institute, Ithaca, NY, 14853, USA
| | - Shan Wu
- Boyce Thompson Institute, Ithaca, NY, 14853, USA
| | - Yi Zheng
- Boyce Thompson Institute, Ithaca, NY, 14853, USA
| | - Honghe Sun
- Boyce Thompson Institute, Ithaca, NY, 14853, USA
- Plant Biology Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
| | - Amnon Levi
- USDA-ARS, US Vegetable Laboratory, Charleston, SC, 29414, USA
| | - Kai-Shu Ling
- USDA-ARS, US Vegetable Laboratory, Charleston, SC, 29414, USA
| | - Zhangjun Fei
- Boyce Thompson Institute, Ithaca, NY, 14853, USA
- USDA-ARS Robert W. Holley Center for Agriculture and Health, Ithaca, NY, 14853, USA
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10
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Cosme LV, Corley M, Johnson T, Severson DW, Yan G, Wang X, Beebe N, Maynard A, Bonizzoni M, Khorramnejad A, Martins AJ, Lima JBP, Munstermann LE, Surendran SN, Chen CH, Maringer K, Wahid I, Mukherjee S, Xu J, Fontaine MC, Estallo EL, Stein M, Livdahl T, Scaraffia PY, Carter BH, Mogi M, Tuno N, Mains JW, Medley KA, Bowles DE, Gill RJ, Eritja R, González-Obando R, Trang HTT, Boyer S, Abunyewa AM, Hackett K, Wu T, Nguyễn J, Shen J, Zhao H, Crawford JE, Armbruster P, Caccone A. A genotyping array for the globally invasive vector mosquito, Aedes albopictus. Parasit Vectors 2024; 17:106. [PMID: 38439081 PMCID: PMC10910840 DOI: 10.1186/s13071-024-06158-z] [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: 11/21/2023] [Accepted: 01/24/2024] [Indexed: 03/06/2024] Open
Abstract
BACKGROUND Although whole-genome sequencing (WGS) is the preferred genotyping method for most genomic analyses, limitations are often experienced when studying genomes characterized by a high percentage of repetitive elements, high linkage, and recombination deserts. The Asian tiger mosquito (Aedes albopictus), for example, has a genome comprising up to 72% repetitive elements, and therefore we set out to develop a single-nucleotide polymorphism (SNP) chip to be more cost-effective. Aedes albopictus is an invasive species originating from Southeast Asia that has recently spread around the world and is a vector for many human diseases. Developing an accessible genotyping platform is essential in advancing biological control methods and understanding the population dynamics of this pest species, with significant implications for public health. METHODS We designed a SNP chip for Ae. albopictus (Aealbo chip) based on approximately 2.7 million SNPs identified using WGS data from 819 worldwide samples. We validated the chip using laboratory single-pair crosses, comparing technical replicates, and comparing genotypes of samples genotyped by WGS and the SNP chip. We then used the chip for a population genomic analysis of 237 samples from 28 sites in the native range to evaluate its usefulness in describing patterns of genomic variation and tracing the origins of invasions. RESULTS Probes on the Aealbo chip targeted 175,396 SNPs in coding and non-coding regions across all three chromosomes, with a density of 102 SNPs per 1 Mb window, and at least one SNP in each of the 17,461 protein-coding genes. Overall, 70% of the probes captured the genetic variation. Segregation analysis found that 98% of the SNPs followed expectations of single-copy Mendelian genes. Comparisons with WGS indicated that sites with genotype disagreements were mostly heterozygotes at loci with WGS read depth < 20, while there was near complete agreement with WGS read depths > 20, indicating that the chip more accurately detects heterozygotes than low-coverage WGS. Sample sizes did not affect the accuracy of the SNP chip genotype calls. Ancestry analyses identified four to five genetic clusters in the native range with various levels of admixture. CONCLUSIONS The Aealbo chip is highly accurate, is concordant with genotypes from WGS with high sequence coverage, and may be more accurate than low-coverage WGS.
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Affiliation(s)
- Luciano Veiga Cosme
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, 06520-8105, USA.
| | - Margaret Corley
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, 06520-8105, USA
| | - Thomas Johnson
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, 06520-8105, USA
| | - Dave W Severson
- Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA
| | - Guiyun Yan
- Department of Population Health and Disease Prevention, University of California, Irvine, CA, USA
| | - Xiaoming Wang
- Department of Population Health and Disease Prevention, University of California, Irvine, CA, USA
| | - Nigel Beebe
- School of the Environment, University of Queensland Australia, St Lucia, Australia
| | - Andrew Maynard
- School of the Environment, University of Queensland Australia, St Lucia, Australia
| | - Mariangela Bonizzoni
- Department of Biology and Biotechnology "Lazzaro Spallanzani", University of Pavia, Pavia, Italy
| | - Ayda Khorramnejad
- Department of Biology and Biotechnology "Lazzaro Spallanzani", University of Pavia, Pavia, Italy
| | - Ademir Jesus Martins
- Laboratório de Fisiologia e Controle de Artrópodes Vetores, Instituto Oswaldo Cruz, FIOCRUZ, Rio de Janeiro, RJ, Brazil
| | - José Bento Pereira Lima
- Laboratório de Fisiologia e Controle de Artrópodes Vetores, Instituto Oswaldo Cruz, FIOCRUZ, Rio de Janeiro, RJ, Brazil
| | - Leonard E Munstermann
- Yale School of Public Health and Yale Peabody Museum, Yale University, New Haven, CT, USA
| | | | - Chun-Hong Chen
- National Health Research Institutes, National Mosquito-Borne Disease Control Research Center & National Institute of Infectious Diseases and Vaccinology, Miaoli, Taiwan
| | | | - Isra Wahid
- Center for Zoonotic and Emerging Diseases, Hasanuddin University Medical Research Centre (HUMRC), Makassar, Indonesia
| | - Shomen Mukherjee
- Mitrani Department of Desert Ecology, Jacob Blaustein Institutes of Desert Research, Ben-Gurion University of the Negev, Midreshet Ben-Gurion, Israel
- Biological and Life Sciences Division, School of Arts and Sciences, Ahmedabad University, Ahmedabad, Gujarat, India
| | - Jiannon Xu
- Department of Biology, New Mexico State University, Las Cruces, NM, USA
| | - Michael C Fontaine
- MIVEGEC, Université de Montpellier, CNRS, IRD, Montpellier, France
- University of Groningen, Groningen Institute for Evolutionary Life Sciences, Groningen, The Netherlands
| | - Elizabet L Estallo
- Facultad de Ciencias Exactas, Físicas y Naturales, Centro de Investigaciones Entomológicas de Córdoba, Universidad Nacional de Córdoba, Córdoba, Argentina
- Instituto de Investigaciones Biológicas y Tecnológicas, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Córdoba, Córdoba, Argentina
| | - Marina Stein
- Instituto de Medicina Regional, Universidad Nacional del Nordeste, CONICET CCT Nordeste, Resistencia, Argentina
| | | | - Patricia Y Scaraffia
- School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - Brendan H Carter
- School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - Motoyoshi Mogi
- Division of Parasitology, Faculty of Medicine, Saga University, Nabeshima, Saga, Japan
| | - Nobuko Tuno
- Laboratory of Ecology, Graduate School of Natural Science and Technology, Kanazawa University, Kanazawa, Japan
| | | | - Kim A Medley
- Tyson Research Center, Washington University in St. Louis, St. Louis, USA
| | | | - Richard J Gill
- Department of Life Sciences, Georgina Mace Centre for the Living Planet, Imperial College London, Berkshire, UK
| | - Roger Eritja
- Centre d'Estudis Avançats de Blanes, Consejo Superior de Investigaciones Científicas, Blanes, Spain
| | | | - Huynh T T Trang
- Department of Medical Entomology and Zoonotics, Pasteur Institute in Ho Chi Minh City, Ho Chi Minh City, Vietnam
| | - Sébastien Boyer
- Medical Entomology Unit, Institut Pasteur du Cambodge, Phnom Penh, Cambodia
| | - Ann-Marie Abunyewa
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, 06520-8105, USA
| | - Kayleigh Hackett
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, 06520-8105, USA
| | - Tina Wu
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, 06520-8105, USA
| | - Justin Nguyễn
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, 06520-8105, USA
| | - Jiangnan Shen
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, 06510, USA
| | - Hongyu Zhao
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, 06510, USA
- Department of Genetics, Yale University School of Medicine, New Haven, CT, 06510, USA
| | | | - Peter Armbruster
- Department of Biology, Georgetown University, Washington, DC, USA
| | - Adalgisa Caccone
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, 06520-8105, USA
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11
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Johnson NA, Henderson AR, Jones JW, Beaver CE, Ahlstedt SA, Dinkins GR, Eckert NL, Endries MJ, Garner JT, Harris JL, Hartfield PD, Hubbs DW, Lane TW, McGregor MA, Moles KR, Morrison CL, Wagner MD, Williams JD, Smith CH. Glacial vicariance and secondary contact shape demographic histories in a freshwater mussel species complex. J Hered 2024; 115:72-85. [PMID: 38015800 DOI: 10.1093/jhered/esad075] [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: 06/20/2023] [Revised: 10/16/2023] [Accepted: 11/27/2023] [Indexed: 11/30/2023] Open
Abstract
Characterizing the mechanisms influencing the distribution of genetic variation in aquatic species can be difficult due to the dynamic nature of hydrological landscapes. In North America's Central Highlands, a complex history of glacial dynamics, long-term isolation, and secondary contact have shaped genetic variation in aquatic species. Although the effects of glacial history have been demonstrated in many taxa, responses are often lineage- or species-specific and driven by organismal ecology. In this study, we reconstruct the evolutionary history of a freshwater mussel species complex using a suite of mitochondrial and nuclear loci to resolve taxonomic and demographic uncertainties. Our findings do not support Pleurobema rubrum as a valid species, which is proposed for listing as threatened under the U.S. Endangered Species Act. We synonymize P. rubrum under Pleurobema sintoxia-a common and widespread species found throughout the Mississippi River Basin. Further investigation of patterns of genetic variation in P. sintoxia identified a complex demographic history, including ancestral vicariance and secondary contact, within the Eastern Highlands. We hypothesize these patterns were shaped by ancestral vicariance driven by the formation of Lake Green and subsequent secondary contact after the last glacial maximum. Our inference aligns with demographic histories observed in other aquatic taxa in the region and mirrors patterns of genetic variation of a freshwater fish species (Erimystax dissimilis) confirmed to serve as a parasitic larval host for P. sintoxia. Our findings directly link species ecology to observed patterns of genetic variation and may have significant implications for future conservation and recovery actions of freshwater mussels.
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Affiliation(s)
- Nathan A Johnson
- U.S. Geological Survey, Wetland and Aquatic Research Center, Gainesville, FL, United States
| | - Andrew R Henderson
- U.S. Fish and Wildlife Service, Ecological Services, Asheville, NC, United States
| | - Jess W Jones
- U.S. Fish and Wildlife Service, Virginia Tech University, Blacksburg, VA, United States
| | - Caitlin E Beaver
- U.S. Geological Survey, Wetland and Aquatic Research Center, Gainesville, FL, United States
| | - Steven A Ahlstedt
- McClung Museum of Natural History and Culture, University of Tennessee, Knoxville, TN, United States
| | - Gerald R Dinkins
- McClung Museum of Natural History and Culture, University of Tennessee, Knoxville, TN, United States
| | - Nathan L Eckert
- U.S. Fish and Wildlife Service, Neosho National Fish Hatchery, Neosho, MO, United States
| | - Mark J Endries
- U.S. Fish and Wildlife Service, Ecological Services, Asheville, NC, United States
| | - Jeffrey T Garner
- Alabama Division of Wildlife and Freshwater Fisheries, Florence, AL, United States
| | - John L Harris
- Arkansas State University Museum of Zoology, Jonesboro, AR, United States
| | - Paul D Hartfield
- U.S. Fish and Wildlife Service, Ecological Services, Jackson, MS, United States
| | - Don W Hubbs
- DJH Environmental Services, Camden, TN, United States
| | - Timothy W Lane
- Virginia Department of Wildlife Resources, Marion, VA, United States
| | - Monte A McGregor
- Kentucky Department of Fish and Wildlife Resources, Frankfort, KY, United States
| | - Kendall R Moles
- Arkansas Game and Fish Commission, Benton, AR, United States
| | - Cheryl L Morrison
- U.S. Geological Survey, Eastern Ecological Science Center, Kearneysville, WV, United States
| | - Matthew D Wagner
- U.S. Fish and Wildlife Service, Ecological Services, Jackson, MS, United States
| | - James D Williams
- Florida Museum, University of Florida, Gainesville, FL, United States
| | - Chase H Smith
- Department of Integrative Biology, University of Texas at Austin, Austin, TX, United States
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12
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Masuda K, Setoguchi H, Nagasawa K, Hirota SK, Suyama Y, Sawa K, Fukumoto S, Ishihara MI, Abe H, Tsuboi H, Tango T, Mori S, Sakaguchi S. Genetic consequences of Last Glacial-Holocene changes in snowfall regime in Arnica mallotopus populations: A plant confined to heavy-snow areas of Japan. AMERICAN JOURNAL OF BOTANY 2024; 111:e16275. [PMID: 38303667 DOI: 10.1002/ajb2.16275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 11/19/2023] [Accepted: 11/20/2023] [Indexed: 02/03/2024]
Abstract
PREMISE Snow is an important environmental factor affecting plant distribution. Past changes in snowfall regimes may have controlled the demographies of snow-dependent plants. However, our knowledge of changes in the distribution and demographies of such plants is limited because of the lack of fossil records. METHODS Population genetic and landscape genetic analyses were used to investigate the response of population dynamics of Arnica mallotopus (Asteraceae)-a plant confined to heavy-snow areas of Japan-to changes in snowfall regimes from the Last Glacial Period to the Holocene. RESULTS The population genetic analysis suggested that the four geographic lineages diverged during the Last Glacial Period. The interaction between reduced snowfall and lower temperatures during this period likely triggered population isolation in separate refugia. Subpopulation differentiation in the northern group was lower than in the southern group. Our ecological niche model predicted that the current distribution was patchy in the southern region; that is, the populations were isolated by topologically flat and climatically unsuitable lowlands. The landscape genetic analysis suggested that areas with little snowfall acted as barriers to the Holocene expansion of species distribution and continued limiting gene flow between local populations. CONCLUSIONS These findings indicate that postglacial population responses vary among regions and are controlled by environmental and geographic factors. Thus, changes in snowfall regime played a major role in shaping the distribution and genetic structure of the snow-dependent plant.
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Affiliation(s)
- Kazutoshi Masuda
- Graduate School of Human and Environmental Studies, Kyoto University, Yoshida-Nihonmatsu-cho, Sakyo-ku, 606-8501, Kyoto, Japan
| | - Hiroaki Setoguchi
- Graduate School of Human and Environmental Studies, Kyoto University, Yoshida-Nihonmatsu-cho, Sakyo-ku, 606-8501, Kyoto, Japan
- Graduate School of Global Environmental Studies, Kyoto University, Yoshida-Honmachi, Sakyo-ku, 606-8501, Kyoto, Japan
| | - Koki Nagasawa
- Graduate School of Human and Environmental Studies, Kyoto University, Yoshida-Nihonmatsu-cho, Sakyo-ku, 606-8501, Kyoto, Japan
| | - Shun K Hirota
- Field Science Center, Graduate School of Agricultural Science, Tohoku University, 232-3 Aza-yomogida, Naruko Onsen, Osaki, 989-6711, Miyagi, Japan
| | - Yoshihisa Suyama
- Field Science Center, Graduate School of Agricultural Science, Tohoku University, 232-3 Aza-yomogida, Naruko Onsen, Osaki, 989-6711, Miyagi, Japan
| | | | | | - Masae I Ishihara
- Ashiu Forest Research Station, Kyoto University, Ashiu, Miyama-cho, Nantan, 601-0703, Kyoto, Japan
| | - Harue Abe
- Faculty of Agriculture, Niigata University, Sado, 952-2206, Niigata, Japan
| | - Hayato Tsuboi
- Hakubagoryu Alpine Botanical Garden, Hakuba, Kita-ado, Nagano, Japan
| | | | | | - Shota Sakaguchi
- Graduate School of Human and Environmental Studies, Kyoto University, Yoshida-Nihonmatsu-cho, Sakyo-ku, 606-8501, Kyoto, Japan
- Graduate School of Global Environmental Studies, Kyoto University, Yoshida-Honmachi, Sakyo-ku, 606-8501, Kyoto, Japan
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13
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Belton S, Cubry P, Roche JR, Kelleher CT. Molecular characterisation of Pinus sylvestris (L.) in Ireland at the western limit of the species distribution. BMC Ecol Evol 2024; 24:12. [PMID: 38262959 PMCID: PMC10807061 DOI: 10.1186/s12862-023-02181-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 11/26/2023] [Indexed: 01/25/2024] Open
Abstract
BACKGROUND Scots pine (Pinus sylvestris L.) underwent significant population declines across much of northwest Europe during the mid-to-late Holocene and was thought to have become extirpated in Ireland from about 400 AD. However, most extant populations are plantations reintroduced from Scotland. Others are naturalised therefrom and one in Western Ireland is a putative relict. In this paper, Scots pine in Ireland are genetically described for the first time. RESULTS Using two mitochondrial (mtDNA) loci, eight chloroplast (cpSSR) and 18 nuclear (nSSR) loci, the genetic composition and diversity of 19 Irish Scots pine populations is described and compared to other European populations. All trees sampled in Ireland were fixed for mitotype a, which is the most common across northwest Europe. By contrast, cpSSR (HCP = 0.967) and nSSR (He = 0.540) variation was high, and comparable with estimates for other regions across the species range. Differentiation at both sets of loci were similarly low (cpSSR FST = 0.019; nSSR FST = 0.018), but populations from continental Europe were significantly differentiated from all Irish populations based on nSSR variation. CONCLUSIONS All Irish Scots pine are likely part of a common Irish-Scottish gene pool which diverged from continental Scots pine following post-glacial recolonisation. A high genetic diversity and an absence of evidence of inbreeding suggests the regional decline of Scots pine did not critically reduce allelic variation. The post-glacial relationship between Irish and Scottish pine is discussed, and a suggestion from recent palaeoecological work that reintroduced Scots pine be managed as a native species is now further supported by genetic data.
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Affiliation(s)
- Samuel Belton
- DBN Plant Molecular Laboratory, National Botanic Gardens of Ireland, Glasnevin, Dublin, Ireland
| | - Philippe Cubry
- DBN Plant Molecular Laboratory, National Botanic Gardens of Ireland, Glasnevin, Dublin, Ireland
- DIADE, Univ de Montpellier, CIRAD, IRD, Montpellier, F-34090, France
| | - Jenni R Roche
- National Parks and Wildlife Service, Department of Housing, Local Government and Heritage, 90 King Street North, Smithfield, Dublin, Ireland
| | - Colin T Kelleher
- DBN Plant Molecular Laboratory, National Botanic Gardens of Ireland, Glasnevin, Dublin, Ireland.
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14
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Qin HT, Mӧller M, Milne R, Luo YH, Zhu GF, Li DZ, Liu J, Gao LM. Multiple paternally inherited chloroplast capture events associated with Taxus speciation in the Hengduan Mountains. Mol Phylogenet Evol 2023; 189:107915. [PMID: 37666379 DOI: 10.1016/j.ympev.2023.107915] [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: 10/27/2022] [Revised: 06/16/2023] [Accepted: 09/01/2023] [Indexed: 09/06/2023]
Abstract
Mountainous regions provide a multitude of habitats and opportunities for complex speciation scenarios. Hybridization leading to chloroplast capture, which can be revealed by incongruent phylogenetic trees, is one possible outcome. Four allopatric Taxus lineages (three species and an undescribed lineage) from the Hengduan Mountains, southwest China, exhibit conflicting phylogenetic relationships between nuclear and chloroplast phylogenies. Here, we use multi-omic data at the population level to investigate their historical speciation processes. Population genomic analysis based on ddRAD-seq data revealed limited contemporary inter-specific gene flow involving only populations located close to another species. In a historical context, chloroplast and nuclear data (transcriptome) consistently showed conflicting phylogenetic relationships for T. florinii and the Emei type lineage. ILS and chloroplast recombination were excluded as possible causes, and transcriptome and ddRAD-seq data revealed an absence of the mosaic nuclear genomes that characterize hybrid origin scenarios. Therefore, T. florinii appears to have originated when a lineage of T. florinii captured the T. chinensis plastid type, whereas plastid introgression in the opposite direction generated the Emei Type. All four species have distinct ecological niche based on community investigations and ecological niche analyses. We propose that the origins of both species represent very rare examples of chloroplast capture events despite the paternal cpDNA inheritance of gymnosperms. Specifically, allopatrically and/or ecologically diverged parental species experienced a rare secondary contact, subsequent hybridization and reciprocal chloroplast capture, generating two new lineages, each of which acquired a unique ecological niche. These events might have been triggered by orogenic activities of the Hengduan Mountains and an intensification of the Asian monsoon in the late Miocene, and may represent a scenario more common in these mountains than presently known.
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Affiliation(s)
- Han-Tao Qin
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, Yunnan, China; Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, Yunnan, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Michael Mӧller
- Royal Botanic Garden Edinburgh, Edinburgh EH3 5LR, United Kingdom
| | - Richard Milne
- Institute of Molecular Plant Sciences, School of Biological Sciences, University of Edinburgh, Edinburgh EH9 3JH, United Kingdom
| | - Ya-Huang Luo
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, Yunnan, China; Lijiang Forest Biodiversity National Observation and Research Station, Kunming Institute of Botany, Chinese Academy of Sciences, Lijiang 674100, Yunnan, China
| | - Guang-Fu Zhu
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, Yunnan, China; Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, Yunnan, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - De-Zhu Li
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, Yunnan, China; Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, Yunnan, China; University of Chinese Academy of Sciences, Beijing 100049, China; Lijiang Forest Biodiversity National Observation and Research Station, Kunming Institute of Botany, Chinese Academy of Sciences, Lijiang 674100, Yunnan, China.
| | - Jie Liu
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, Yunnan, China; Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, Yunnan, China.
| | - Lian-Ming Gao
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, Yunnan, China; Lijiang Forest Biodiversity National Observation and Research Station, Kunming Institute of Botany, Chinese Academy of Sciences, Lijiang 674100, Yunnan, China.
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15
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Chen YN, Wu DH, Chen MC, Hsieh MT, Jwo WS, Lin GC, Chen RK, Chou HP, Chen PC. Dynamics of spatial and temporal population structure of Pyricularia oryzae in Taiwan. PEST MANAGEMENT SCIENCE 2023; 79:4254-4263. [PMID: 37341444 DOI: 10.1002/ps.7621] [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: 01/13/2023] [Revised: 03/28/2023] [Accepted: 06/21/2023] [Indexed: 06/22/2023]
Abstract
BACKGROUND To gain a better understanding of how Pyricularia oryzae population shifts is important for selecting suitable resistance genes for rice breeding programs. However, the relationships between P. oryzae pathogenic dynamics, geographic distribution, rice varieties, and timeline are not well studied. RESULTS Resistance genes Piz-5, Pi9(t), Pi12(t), Pi20(t), Pita-2, and Pi11 showed stable resistance to the Taiwan rice blast fungus over 8 years of observations. Furthermore, 1749 rice blast isolates were collected from 2014 to 2021 and categorized into five pathotype clusters based on their correlation analysis between the geographic sources and virulence of Lijiangxintuanheigu monogenic lines. A detailed map of their distributions in Taiwan is presented. Isolates collected from the western region of Taiwan had greater pathotype diversity than those from the east region. Isolates collected from the subtropical region had greater diversity than those from the tropical region. Rice cultivars carrying Pik alleles were highly susceptible to pathotype L4. Cultivars with Piz-t were highly susceptible to pathotype L5, and those with Pish were highly susceptible to pathotype L1. The geographical distribution of each pathotype was distinct, and the population size of each pathotype fluctuated significantly each year. CONCLUSION The regional mega cultivars significantly impact the evolution of Pyricularia oryzae in Taiwan within the span of 8 years. However, the annual fluctuation of pathotype populations likely correlate to the rising annual temperatures that selected pathotype clusters by their optimal growth temperature. The results will provide useful information for effective disease management, and enable the R-genes to prolong their function in the fields. © 2023 Society of Chemical Industry.
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Affiliation(s)
- Yi-Nian Chen
- Plant Pathology Division, Taiwan Agricultural Research Institute, Council of Agriculture, Taiwan
- Department of Plant Pathology, National Chung Hsing University, Taiwan
| | - Dong-Hong Wu
- Crop Science Division, Taiwan Agricultural Research Institute, Council of Agriculture, Taiwan
| | - Mei-Chun Chen
- Plant Pathology Division, Taiwan Agricultural Research Institute, Council of Agriculture, Taiwan
| | - Meng-Ting Hsieh
- Crop Science Division, Taiwan Agricultural Research Institute, Council of Agriculture, Taiwan
| | - Woei-Shyuan Jwo
- Technical Service Division, Taiwan Agricultural Research Institute, Council of Agriculture, Taiwan
| | - Guo-Cih Lin
- Tainan District Agricultural Research and Extension Station, Council of Agriculture, Taiwan
| | - Rong-Kuen Chen
- Tainan District Agricultural Research and Extension Station, Council of Agriculture, Taiwan
| | - Hau-Ping Chou
- Kaohsiung District Agricultural Research and Extension Station, Council of Agriculture, Taiwan
| | - Pei-Chen Chen
- Department of Plant Pathology, National Chung Hsing University, Taiwan
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16
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Chambers EA, Bishop AP, Wang IJ. Individual-based landscape genomics for conservation: An analysis pipeline. Mol Ecol Resour 2023. [PMID: 37883295 DOI: 10.1111/1755-0998.13884] [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: 03/27/2023] [Revised: 08/18/2023] [Accepted: 10/03/2023] [Indexed: 10/28/2023]
Abstract
Landscape genomics can harness environmental and genetic data to inform conservation decisions by providing essential insights into how landscapes shape biodiversity. The massive increase in genetic data afforded by the genomic era provides exceptional resolution for answering critical conservation genetics questions. The accessibility of genomic data for non-model systems has also enabled a shift away from population-based sampling to individual-based sampling, which now provides accurate and robust estimates of genetic variation that can be used to examine the spatial structure of genomic diversity, population connectivity and the nature of environmental adaptation. Nevertheless, the adoption of individual-based sampling in conservation genetics has been slowed due, in large part, to concerns over how to apply methods developed for population-based sampling to individual-based sampling schemes. Here, we discuss the benefits of individual-based sampling for conservation and describe how landscape genomic methods, paired with individual-based sampling, can answer fundamental conservation questions. We have curated key landscape genomic methods into a user-friendly, open-source workflow, which we provide as a new R package, A Landscape Genomics Analysis Toolkit in R (algatr). The algatr package includes novel added functionality for all of the included methods and extensive vignettes designed with the primary goal of making landscape genomic approaches more accessible and explicitly applicable to conservation biology.
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Affiliation(s)
- E Anne Chambers
- Department of Environmental Science, Policy, and Management, University of California Berkeley, Berkeley, California, USA
- Museum of Vertebrate Zoology, University of California Berkeley, Berkeley, California, USA
| | - Anusha P Bishop
- Department of Environmental Science, Policy, and Management, University of California Berkeley, Berkeley, California, USA
- Museum of Vertebrate Zoology, University of California Berkeley, Berkeley, California, USA
| | - Ian J Wang
- Department of Environmental Science, Policy, and Management, University of California Berkeley, Berkeley, California, USA
- Museum of Vertebrate Zoology, University of California Berkeley, Berkeley, California, USA
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17
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Fukutani K, Matsui M, Nishikawa K. Population genetic structure and hybrid zone analyses for species delimitation in the Japanese toad ( Bufo japonicus). PeerJ 2023; 11:e16302. [PMID: 37901459 PMCID: PMC10607272 DOI: 10.7717/peerj.16302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 09/25/2023] [Indexed: 10/31/2023] Open
Abstract
Hybridization following secondary contact may produce different outcomes depending on the extent to which genetic diversity and reproductive barriers have accumulated during isolation. The Japanese toad, Bufo japonicus, is distributed on the main islands of Japan. In the present study, we applied multiplexed inter-simple sequence repeat genotyping by sequencing to achieve the fine-scale resolution of the genetic cluster in B. j. japonicus and B. j. formosus. We also elucidated hybridization patterns and gene flow degrees across contact zones between the clusters identified. Using SNP data, we found four genetic clusters in B. j. japonicus and B. j. formosus and three contact zones of the cluster pairs among these four clusters. The two oldest diverged lineages, B. j. japonicus and B. j. formosus, formed a narrow contact zone consistent with species distinctiveness. Therefore, we recommend that these two subspecies be elevated to the species level. In contrast, the less diverged pairs of two clusters in B. j. japonicus and B. j. formosus, respectively, admixed over a hundred kilometers, suggesting that they have not yet developed strong reproductive isolation and need to be treated as conspecifics. These results will contribute to resolving taxonomic confusion in Japanese toads.
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Affiliation(s)
- Kazumi Fukutani
- Graduate School of Human and Environmental Studies, Kyoto University, Kyoto, Japan
| | - Masafumi Matsui
- Graduate School of Human and Environmental Studies, Kyoto University, Kyoto, Japan
| | - Kanto Nishikawa
- Graduate School of Human and Environmental Studies, Kyoto University, Kyoto, Japan
- Graduate School of Global Environmental Studies, Kyoto University, Kyoto, Japan
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18
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Zhang YH, Zhao L, Zhang MY, Cao RD, Hou GM, Teng HJ, Zhang JX. Fatty acid metabolism decreased while sexual selection increased in brown rats spreading south. iScience 2023; 26:107742. [PMID: 37731619 PMCID: PMC10507208 DOI: 10.1016/j.isci.2023.107742] [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: 03/20/2023] [Revised: 06/27/2023] [Accepted: 08/24/2023] [Indexed: 09/22/2023] Open
Abstract
For mammals that originate in the cold north, adapting to warmer environments is crucial for southwards invasion. The brown rat (Rattus norvegicus) originated in Northeast China and has become a global pest. R. n. humiliatus (RNH) spread from the northeast, where R. n. caraco (RNC) lives, to North China and diverged to form a subspecies. Genomic analyses revealed that subspecies differentiation was promoted by temperature but impeded by gene flow and that genes related to fatty acid metabolism were under the strongest selection. Transcriptome analyses revealed downregulated hepatic genes related to fatty acid metabolism and upregulated those related to pheromones in RNH vs. RNC. Similar patterns were observed in relation to cold/warm acclimation. RNH preferred mates with stronger pheromone signals intra-populationally and more genetic divergence inter-populationally. We concluded that RNH experienced reduced fat utilization and increased pheromone-mediated sexual selection during its invasion from the cold north to warm south.
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Affiliation(s)
- Yao-Hua Zhang
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beichen West Road 1-5, Chaoyang District, Beijing 100101, China
| | - Lei Zhao
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beichen West Road 1-5, Chaoyang District, Beijing 100101, China
- CAS Center for Excellence in Biotic Interactions, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Ming-Yu Zhang
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beichen West Road 1-5, Chaoyang District, Beijing 100101, China
- CAS Center for Excellence in Biotic Interactions, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Rui-Dong Cao
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beichen West Road 1-5, Chaoyang District, Beijing 100101, China
- CAS Center for Excellence in Biotic Interactions, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Guan-Mei Hou
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beichen West Road 1-5, Chaoyang District, Beijing 100101, China
- CAS Center for Excellence in Biotic Interactions, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Hua-Jing Teng
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Jian-Xu Zhang
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beichen West Road 1-5, Chaoyang District, Beijing 100101, China
- CAS Center for Excellence in Biotic Interactions, University of Chinese Academy of Sciences, Beijing 100049, China
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19
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Hirschfeld M, Barnett A, Sheaves M, Dudgeon C. What Darwin could not see: island formation and historical sea levels shape genetic divergence and island biogeography in a coastal marine species. Heredity (Edinb) 2023; 131:189-200. [PMID: 37400518 PMCID: PMC10462691 DOI: 10.1038/s41437-023-00635-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 06/12/2023] [Accepted: 06/13/2023] [Indexed: 07/05/2023] Open
Abstract
Oceanic islands play a central role in the study of evolution and island biogeography. The Galapagos Islands are one of the most studied oceanic archipelagos but research has almost exclusively focused on terrestrial organisms compared to marine species. Here we used the Galapagos bullhead shark (Heterodontus quoyi) and single nucleotide polymorphisms (SNPs) to examine evolutionary processes and their consequences for genetic divergence and island biogeography in a shallow-water marine species without larval dispersal. The sequential separation of individual islands from a central island cluster gradually established different ocean depths between islands that pose barriers to dispersal in H. quoyi. Isolation by resistance analysis suggested that ocean bathymetry and historical sea level fluctuations modified genetic connectivity. These processes resulted in at least three genetic clusters that exhibit low genetic diversity and effective population sizes that scale with island size and the level of geographic isolation. Our results exemplify that island formation and climatic cycles shape genetic divergence and biogeography of coastal marine organisms with limited dispersal comparable to terrestrial taxa. Because similar scenarios exist in oceanic islands around the globe our research provides a new perspective on marine evolution and biogeography with implications for the conservation of island biodiversity.
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Affiliation(s)
- Maximilian Hirschfeld
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia.
- Galápagos Science Center, Universidad San Francisco de Quito, Isla San Cristóbal, Galápagos, Ecuador.
| | - Adam Barnett
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
- Marine Data Technology Hub, James Cook University, Townsville, Queensland, Australia
- Biopixel Oceans Foundation, Cairns, Queensland, Australia
| | - Marcus Sheaves
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
- Marine Data Technology Hub, James Cook University, Townsville, Queensland, Australia
| | - Christine Dudgeon
- Biopixel Oceans Foundation, Cairns, Queensland, Australia
- School of Biomedical Sciences, The University of Queensland, Saint Lucia, Queensland, Australia
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20
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Burbrink FT, Harrington SM, Bobo D, Myers EA. Considering admixture when producing draft genomes: an example in North American ratsnakes (Pantherophis alleghaniensis/Pantherophis obsoletus). G3 (BETHESDA, MD.) 2023; 13:jkad113. [PMID: 37228097 PMCID: PMC10411579 DOI: 10.1093/g3journal/jkad113] [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: 02/17/2023] [Revised: 04/24/2023] [Accepted: 05/04/2023] [Indexed: 05/27/2023]
Abstract
The number of reference genomes of snakes lags behind several other vertebrate groups (e.g. birds and mammals). However, in the last two years, a concerted effort by researchers from around the world has produced new genomes of snakes representing members from several new families. Here, we present a high-quality, annotated genome of the central ratsnake (Pantherophis alleghaniensis), a member of the most diverse snake lineage, Colubroidea. Pantherophis alleghaniensis is found in the central part of the Nearctic, east of the Mississippi River. This genome was sequenced using 10X Chromium synthetic long reads and polished using Illumina short reads. The final genome assembly had an N50 of 21.82 Mb and an L50 of 22 scaffolds with a maximum scaffold length of 82.078 Mb. The genome is composed of 49.24% repeat elements dominated by long interspersed elements. We annotated this genome using transcriptome assemblies from 14 tissue types and recovered 28,368 predicted proteins. Finally, we estimated admixture proportions between two species of ratsnakes and discovered that this specimen is an admixed individual containing genomes from the western (Pantherophis obsoletus) and central ratsnakes (P. alleghaniensis). We discuss the importance of considering interspecific admixture in downstream approaches for inferring demography and phylogeny.
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Affiliation(s)
- Frank T Burbrink
- Department of Herpetology, American Museum of Natural History, New York, NY 10024, USA
| | - Sean M Harrington
- Department of Herpetology, American Museum of Natural History, New York, NY 10024, USA
- INBRE Data Science Core, University of Wyoming, Laramie, WY 82071, USA
| | - Dean Bobo
- Institute for Comparative Genomics, American Museum of Natural History, New York, NY 10024, USA
| | - Edward A Myers
- Department of Herpetology, American Museum of Natural History, New York, NY 10024, USA
- Department of Biological Sciences, Clemson University, Clemson, SC 29634, USA
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21
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Klimova A, Ruiz Mondragón KY, Aguirre-Planter E, Valiente A, Lira R, Eguiarte LE. Genomic analysis unveils reduced genetic variability but increased proportion of heterozygotic genotypes of the intensively managed mezcal agave, Agave angustifolia. AMERICAN JOURNAL OF BOTANY 2023; 110:e16216. [PMID: 37478873 DOI: 10.1002/ajb2.16216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 06/20/2023] [Accepted: 06/20/2023] [Indexed: 07/23/2023]
Abstract
PREMISE The central Oaxaca Basin has a century-long history of agave cultivation and is hypothesized to be the region of origin of other cultivated crops. Widely cultivated for mezcal production, the perennial crop known as "espadín" is putatively derived from wild Agave angustifolia. Nevertheless, little is known about its genetic relationship to the wild A. angustifolia or how the decades-long clonal propagation has affected its genetics. METHODS Using restriction-site-associated DNA sequencing and over 8000 single-nucleotide polymorphisms, we studied aspects of the population genomics of wild and cultivated A. angustifolia in Puebla and Oaxaca, Mexico. We assessed patterns of genetic diversity, inbreeding, distribution of genetic variation, and differentiation among and within wild populations and plantations. RESULTS Genetic differentiation between wild and cultivated plants was strong, and both gene pools harbored multiple unique alleles. Nevertheless, we found several cultivated individuals with high genetic affinity with wild samples. Higher heterozygosity was observed in the cultivated individuals, while in total, they harbored considerably fewer alleles and presented higher linkage disequilibrium compared to the wild plants. Independently of geographic distance among sampled plantations, the genetic relatedness of the cultivated plants was high, suggesting a common origin and prevalent role of clonal propagation. CONCLUSIONS The considerable heterozygosity found in espadín is contained within a network of highly related individuals, displaying high linkage disequilibrium generated by decades of clonal propagation and possibly by the accumulation of somatic mutations. Wild A. angustifolia, on the other hand, represents a significant genetic diversity reservoir that should be carefully studied and conserved.
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Affiliation(s)
- Anastasia Klimova
- Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Karen Y Ruiz Mondragón
- Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Erika Aguirre-Planter
- Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Alfonso Valiente
- Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Rafael Lira
- Laboratorio de Recursos Naturales, Unidad de Biotecnología y Prototipos (UBIPRO), Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Luis E Eguiarte
- Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
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22
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Snead AA, Tatarenkov A, Avise JC, Taylor DS, Turner BJ, Marson K, Earley RL. Out to sea: ocean currents and patterns of asymmetric gene flow in an intertidal fish species. Front Genet 2023; 14:1206543. [PMID: 37456662 PMCID: PMC10349204 DOI: 10.3389/fgene.2023.1206543] [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: 04/15/2023] [Accepted: 06/14/2023] [Indexed: 07/18/2023] Open
Abstract
Passive dispersal via wind or ocean currents can drive asymmetric gene flow, which influences patterns of genetic variation and the capacity of populations to evolve in response to environmental change. The mangrove rivulus fish (Kryptolebias marmoratus), hereafter "rivulus," is an intertidal fish species restricted to the highly fragmented New World mangrove forests of Central America, the Caribbean, the Bahamas, and Florida. Mangrove patches are biological islands with dramatic differences in both abiotic and biotic conditions compared to adjacent habitat. Over 1,000 individual rivulus across 17 populations throughout its range were genotyped at 32 highly polymorphic microsatellites. Range-wide population genetic structure was evaluated with five complementary approaches that found eight distinct population clusters. However, an analysis of molecular variance indicated significant population genetic structure among regions, populations within regions, sampling locations within populations, and individuals within sampling locations, indicating that rivulus has both broad- and fine-scale genetic differentiation. Integrating range-wide genetic data with biophysical modeling based on 10 years of ocean current data showed that ocean currents and the distance between populations over water drive gene flow patterns on broad scales. Directional migration estimates suggested some significant asymmetries in gene flow that also were mediated by ocean currents and distance. Specifically, populations in the center of the range (Florida Keys) were identified as sinks that received migrants (and alleles) from other populations but failed to export individuals. These populations thus harbor genetic variation, perhaps even from extirpated populations across the range, but ocean currents and complex arrangements of landmasses might prevent the distribution of that genetic variation elsewhere. Hence, the inherent asymmetry of ocean currents shown to impact both genetic differentiation and directional migration rates may be responsible for the complex distribution of genetic variation across the range and observed patterns of metapopulation structure.
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Affiliation(s)
- Anthony A. Snead
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL, United States
| | - Andrey Tatarenkov
- Department of Ecology and Evolutionary Biology, University of California, Irvine, Irvine, CA, United States
| | - John C. Avise
- Department of Ecology and Evolutionary Biology, University of California, Irvine, Irvine, CA, United States
| | | | - Bruce J. Turner
- Department of Biological Sciences, Virginia Tech, Blacksburg, VA, United States
| | - Kristine Marson
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL, United States
| | - Ryan L. Earley
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL, United States
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23
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Vanheer LN, Mahamar A, Manko E, Niambele SM, Sanogo K, Youssouf A, Dembele A, Diallo M, Maguiraga SO, Phelan J, Osborne A, Spadar A, Smit MJ, Bousema T, Drakeley C, Clark TG, Stone W, Dicko A, Campino S. Genome-wide genetic variation and molecular surveillance of drug resistance in Plasmodium falciparum isolates from asymptomatic individuals in Ouélessébougou, Mali. Sci Rep 2023; 13:9522. [PMID: 37308503 DOI: 10.1038/s41598-023-36002-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 05/27/2023] [Indexed: 06/14/2023] Open
Abstract
Sequence analysis of Plasmodium falciparum parasites is informative in ensuring sustained success of malaria control programmes. Whole-genome sequencing technologies provide insights into the epidemiology and genome-wide variation of P. falciparum populations and can characterise geographical as well as temporal changes. This is particularly important to monitor the emergence and spread of drug resistant P. falciparum parasites which is threatening malaria control programmes world-wide. Here, we provide a detailed characterisation of genome-wide genetic variation and drug resistance profiles in asymptomatic individuals in South-Western Mali, where malaria transmission is intense and seasonal, and case numbers have recently increased. Samples collected from Ouélessébougou, Mali (2019-2020; n = 87) were sequenced and placed in the context of older Malian (2007-2017; n = 876) and African-wide (n = 711) P. falciparum isolates. Our analysis revealed high multiclonality and low relatedness between isolates, in addition to increased frequencies of molecular markers for sulfadoxine-pyrimethamine and lumefantrine resistance, compared to older Malian isolates. Furthermore, 21 genes under selective pressure were identified, including a transmission-blocking vaccine candidate (pfCelTOS) and an erythrocyte invasion locus (pfdblmsp2). Overall, our work provides the most recent assessment of P. falciparum genetic diversity in Mali, a country with the second highest burden of malaria in West Africa, thereby informing malaria control activities.
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Affiliation(s)
- Leen N Vanheer
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK.
| | - Almahamoudou Mahamar
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Emilia Manko
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Sidi M Niambele
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Koualy Sanogo
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Ahamadou Youssouf
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Adama Dembele
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Makonon Diallo
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Seydina O Maguiraga
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Jody Phelan
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Ashley Osborne
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Anton Spadar
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Merel J Smit
- Department of Medical Microbiology and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Teun Bousema
- Department of Medical Microbiology and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Chris Drakeley
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Taane G Clark
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - William Stone
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Alassane Dicko
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Susana Campino
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK.
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24
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Ortiz V, Chang HX, Sang H, Jacobs J, Malvick DK, Baird R, Mathew FM, Estévez de Jensen C, Wise KA, Mosquera GM, Chilvers MI. Population genomic analysis reveals geographic structure and climatic diversification for Macrophomina phaseolina isolated from soybean and dry bean across the United States, Puerto Rico, and Colombia. Front Genet 2023; 14:1103969. [PMID: 37351341 PMCID: PMC10282554 DOI: 10.3389/fgene.2023.1103969] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 04/20/2023] [Indexed: 06/24/2023] Open
Abstract
Macrophomina phaseolina causes charcoal rot, which can significantly reduce yield and seed quality of soybean and dry bean resulting from primarily environmental stressors. Although charcoal rot has been recognized as a warm climate-driven disease of increasing concern under global climate change, knowledge regarding population genetics and climatic variables contributing to the genetic diversity of M. phaseolina is limited. This study conducted genome sequencing for 95 M. phaseolina isolates from soybean and dry bean across the continental United States, Puerto Rico, and Colombia. Inference on the population structure using 76,981 single nucleotide polymorphisms (SNPs) revealed that the isolates exhibited a discrete genetic clustering at the continental level and a continuous genetic differentiation regionally. A majority of isolates from the United States (96%) grouped in a clade with a predominantly clonal genetic structure, while 88% of Puerto Rican and Colombian isolates from dry bean were assigned to a separate clade with higher genetic diversity. A redundancy analysis (RDA) was used to estimate the contributions of climate and spatial structure to genomic variation (11,421 unlinked SNPs). Climate significantly contributed to genomic variation at a continental level with temperature seasonality explaining the most variation while precipitation of warmest quarter explaining the most when spatial structure was accounted for. The loci significantly associated with multivariate climate were found closely to the genes related to fungal stress responses, including transmembrane transport, glycoside hydrolase activity and a heat-shock protein, which may mediate climatic adaptation for M. phaseolina. On the contrary, limited genome-wide differentiation among populations by hosts was observed. These findings highlight the importance of population genetics and identify candidate genes of M. phaseolina that can be used to elucidate the molecular mechanisms that underly climatic adaptation to the changing climate.
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Affiliation(s)
- Viviana Ortiz
- Department of Plant, Soil and Microbial Sciences, College of Agriculture and Natural Resources, Michigan State University, East Lansing, MI, United States
- Ecology, Evolution and Behavior Program, Michigan State University, East Lansing, MI, United States
| | - Hao-Xun Chang
- Department of Plant Pathology and Microbiology, National Taiwan University, Taipei, Taiwan
| | - Hyunkyu Sang
- Department of Integrative Food, Bioscience and Biotechnology, Chonnam National University, Gwangju, Republic of Korea
| | - Janette Jacobs
- Department of Plant, Soil and Microbial Sciences, College of Agriculture and Natural Resources, Michigan State University, East Lansing, MI, United States
| | - Dean K. Malvick
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
| | - Richard Baird
- BCH-EPP Department, Mississippi State University, Mississippi State, MS, United States
| | - Febina M. Mathew
- Department of Plant Pathology, North Dakota State University, Fargo, ND, United States
| | | | - Kiersten A. Wise
- Department of Plant Pathology, College of Agriculture, Food and Environment, University of Kentucky, Princeton, KY, United States
| | - Gloria M. Mosquera
- Plant Pathology, Crops for Nutrition and Health, International Center for Tropical Agriculture (CIAT), The Americas Hub, Palmira, Colombia
| | - Martin I. Chilvers
- Department of Plant, Soil and Microbial Sciences, College of Agriculture and Natural Resources, Michigan State University, East Lansing, MI, United States
- Ecology, Evolution and Behavior Program, Michigan State University, East Lansing, MI, United States
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25
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Sertse D, You FM, Klymiuk V, Haile JK, N'Diaye A, Pozniak CJ, Cloutier S, Kagale S. Historical Selection, Adaptation Signatures, and Ambiguity of Introgressions in Wheat. Int J Mol Sci 2023; 24:ijms24098390. [PMID: 37176097 PMCID: PMC10179502 DOI: 10.3390/ijms24098390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2023] [Revised: 05/03/2023] [Accepted: 05/04/2023] [Indexed: 05/15/2023] Open
Abstract
Wheat was one of the crops domesticated in the Fertile Crescent region approximately 10,000 years ago. Despite undergoing recent polyploidization, hull-to-free-thresh transition events, and domestication bottlenecks, wheat is now grown in over 130 countries and accounts for a quarter of the world's cereal production. The main reason for its widespread success is its broad genetic diversity that allows it to thrive in different environments. To trace historical selection and hybridization signatures, genome scans were performed on two datasets: approximately 113K SNPs from 921 predominantly bread wheat accessions and approximately 110K SNPs from about 400 wheat accessions representing all ploidy levels. To identify environmental factors associated with the loci, a genome-environment association (GEA) was also performed. The genome scans on both datasets identified a highly differentiated region on chromosome 4A where accessions in the first dataset were dichotomized into a group (n = 691), comprising nearly all cultivars, wild emmer, and most landraces, and a second group (n = 230), dominated by landraces and spelt accessions. The grouping of cultivars is likely linked to their potential ancestor, bread wheat cv. Norin-10. The 4A region harbored important genes involved in adaptations to environmental conditions. The GEA detected loci associated with latitude and temperature. The genetic signatures detected in this study provide insight into the historical selection and hybridization events in the wheat genome that shaped its current genetic structure and facilitated its success in a wide spectrum of environmental conditions. The genome scans and GEA approaches applied in this study can help in screening the germplasm housed in gene banks for breeding, and for conservation purposes.
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Affiliation(s)
- Demissew Sertse
- Aquatic and Crop Resource Development, National Research Council Canada, Saskatoon, SK S7N 0W9, Canada
| | - Frank M You
- Ottawa Research and Development Centre, Agriculture and Agri-Food Canada, Ottawa, ON K1A 0C6, Canada
| | - Valentyna Klymiuk
- Crop Development Centre, University of Saskatchewan, Saskatoon, SK S7N 5A8, Canada
| | - Jemanesh K Haile
- Crop Development Centre, University of Saskatchewan, Saskatoon, SK S7N 5A8, Canada
| | - Amidou N'Diaye
- Crop Development Centre, University of Saskatchewan, Saskatoon, SK S7N 5A8, Canada
| | - Curtis J Pozniak
- Crop Development Centre, University of Saskatchewan, Saskatoon, SK S7N 5A8, Canada
| | - Sylvie Cloutier
- Ottawa Research and Development Centre, Agriculture and Agri-Food Canada, Ottawa, ON K1A 0C6, Canada
| | - Sateesh Kagale
- Aquatic and Crop Resource Development, National Research Council Canada, Saskatoon, SK S7N 0W9, Canada
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26
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von Takach B, Sargent H, Penton CE, Rick K, Murphy BP, Neave G, Davies HF, Hill BM, Banks SC. Population genomics and conservation management of the threatened black-footed tree-rat (Mesembriomys gouldii) in northern Australia. Heredity (Edinb) 2023; 130:278-288. [PMID: 36899176 PMCID: PMC10162988 DOI: 10.1038/s41437-023-00601-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 02/02/2023] [Accepted: 02/06/2023] [Indexed: 03/12/2023] Open
Abstract
Genomic diversity is a fundamental component of Earth's total biodiversity, and requires explicit consideration in efforts to conserve biodiversity. To conserve genomic diversity, it is necessary to measure its spatial distribution, and quantify the contribution that any intraspecific evolutionary lineages make to overall genomic diversity. Here, we describe the range-wide population genomic structure of a threatened Australian rodent, the black-footed tree-rat (Mesembriomys gouldii), aiming to provide insight into the timing and extent of population declines across a large region with a dearth of long-term monitoring data. By estimating recent trajectories in effective population sizes at four localities, we confirm widespread population decline across the species' range, but find that the population in the peri-urban area of the Darwin region has been more stable. Based on current sampling, the Melville Island population made the greatest contribution to overall allelic richness of the species, and the prioritisation analysis suggested that conservation of the Darwin and Cobourg Peninsula populations would be the most cost-effective scenario to retain more than 90% of all alleles. Our results broadly confirm current sub-specific taxonomy, and provide crucial data on the spatial distribution of genomic diversity to help prioritise limited conservation resources. Along with additional sampling and genomic analysis from the far eastern and western edges of the black-footed tree-rat distribution, we suggest a range of conservation and research priorities that could help improve black-footed tree-rat population trajectories at large and fine spatial scales, including the retention and expansion of structurally complex habitat patches.
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Affiliation(s)
- Brenton von Takach
- School of Molecular and Life Sciences, Curtin University, Perth, WA, Australia.,Research Institute for the Environment and Livelihoods, Charles Darwin University, Darwin, NT, 0909, Australia
| | - Holly Sargent
- Research Institute for the Environment and Livelihoods, Charles Darwin University, Darwin, NT, 0909, Australia
| | - Cara E Penton
- Warddeken Land Management Ltd, Darwin, NT, Australia
| | - Kate Rick
- School of Biological Sciences, The University of Western Australia, Crawley, WA, 6009, Australia
| | - Brett P Murphy
- Research Institute for the Environment and Livelihoods, Charles Darwin University, Darwin, NT, 0909, Australia
| | - Georgina Neave
- Research Institute for the Environment and Livelihoods, Charles Darwin University, Darwin, NT, 0909, Australia
| | - Hugh F Davies
- Research Institute for the Environment and Livelihoods, Charles Darwin University, Darwin, NT, 0909, Australia
| | - Brydie M Hill
- Flora and Fauna Division, Department of Environment, Parks and Water Security, Northern Territory Government, Berrimah, NT, 0831, Australia
| | - Sam C Banks
- Research Institute for the Environment and Livelihoods, Charles Darwin University, Darwin, NT, 0909, Australia.
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Gallozzi F, Corti C, Castiglia R, Avramo V, Senczuk G, Mattioni C, Colangelo P. The Intriguing Biogeographic Pattern of the Italian Wall Lizard Podarcis siculus (Squamata: Lacertidae) in the Tuscan Archipelago Reveals the Existence of a New Ancient Insular Clade. Animals (Basel) 2023; 13:ani13030386. [PMID: 36766275 PMCID: PMC9913114 DOI: 10.3390/ani13030386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 01/18/2023] [Accepted: 01/19/2023] [Indexed: 01/25/2023] Open
Abstract
The Tuscan Archipelago is one of the most ancient and ecologically heterogeneous island systems in the Mediterranean. The biodiversity of these islands was strongly shaped by the Pliocene and Pleistocene sea regressions and transgression, resulting in different waves of colonization and isolation of species coming from the mainland. The Italian wall lizard, Podarcis siculus, is present on the following islands of the Tuscan Archipelago: Elba, Giglio, Giannutri, Capraia, Montecristo and Cerboli. The species in the area displays a relatively high morphological variability that in the past led to the description of several subspecies. In this study, both the genetic and morphological diversity of P. siculus of the Tuscan Archipelago were investigated. Specifically, the meristic characters and the dorsal pattern were analyzed, while the genetic relationships among these populations were explored with mtDNA and microsatellite nuclear markers to reconstruct the colonization history of the Archipelago. Our results converge in the identification of at least two different waves of colonization in the Archipelago: Elba, and the populations of Cerboli and Montecristo probably originate from historical introductions from mainland Tuscany, while those of Giglio and Capraia are surviving populations of an ancient lineage which colonized the Tuscan Archipelago during the Pliocene and which shares a common ancestry with the P. siculus populations of south-eastern Italy. Giannutri perhaps represents an interesting case of hybridization between the populations from mainland Tuscany and the Giglio-Capraia clade. Based on the high phenotypic and molecular distinctiveness of this ancient clade, these populations should be treated as distinct units deserving conservation and management efforts as well as further investigation to assess their taxonomic status.
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Affiliation(s)
- Francesco Gallozzi
- Department of Biology and Biotechnologies ‘Charles Darwin’, Sapienza University of Rome, Via Borelli 50, 00188 Rome, Italy
- National Research Council, Research Institute on Terrestrial Ecosystems, Via Salaria km 29.300, 00015 Rome, Italy
- Correspondence: (F.G.); (C.C.)
| | - Claudia Corti
- Museum of Natural History ‘La Specola’, Via Romana 17, 50125 Florence, Italy
- Correspondence: (F.G.); (C.C.)
| | - Riccardo Castiglia
- Department of Biology and Biotechnologies ‘Charles Darwin’, Sapienza University of Rome, Via Borelli 50, 00188 Rome, Italy
| | - Vasco Avramo
- Institute for Environmental Protection and Research (ISPRA), Via Cà Fornacetta, 9, Ozzano Emilia, 40064 Bologna, Italy
| | - Gabriele Senczuk
- Department of Agricultural, Environmental and Food Sciences, University of Molise, 86100 Campobasso, Italy
| | - Claudia Mattioni
- National Research Council, Research Institute on Terrestrial Ecosystems, Via Salaria km 29.300, 00015 Rome, Italy
- National Biodiversity Future Center, 90133 Palermo, Italy
| | - Paolo Colangelo
- National Research Council, Research Institute on Terrestrial Ecosystems, Via Salaria km 29.300, 00015 Rome, Italy
- National Biodiversity Future Center, 90133 Palermo, Italy
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Rivera D, Prates I, Caldwell JP, Rodrigues MT, Fujita MK. Testing assertions of widespread introgressive hybridization in a clade of neotropical toads with low mate selectivity (Rhinella granulosa species group). Heredity (Edinb) 2023; 130:14-21. [PMID: 36333595 DOI: 10.1038/s41437-022-00571-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 10/20/2022] [Accepted: 10/21/2022] [Indexed: 11/06/2022] Open
Abstract
Discordance between different genomic regions, often identified through multilocus sequencing of selected markers, presents particular difficulties in identifying historical processes which drive species diversity and boundaries. Mechanisms causing discordance, such as incomplete lineage sorting or introgression due to interspecific hybridization, are better identified based on population-level genomic datasets. In the toads of the Rhinella granulosa species group, patterns of mito-nuclear discordance and potential hybridization have been reported by several studies. However, these patterns were proposed based on few loci, such that alternative mechanisms behind gene-tree heterogeneity cannot be ruled out. Using genome-wide ddRADseq loci from a subset of species within this clade, we found only partial concordance between currently recognized species-level taxon boundaries and patterns of genetic structure. While most taxa within the R. granulosa group correspond to clades, genetic clustering analyses sometimes grouped distinct taxonomic units into a single cluster. Moreover, levels of admixture between inferred clusters were limited and restricted to a single taxon pair which is best explained by incomplete lineage sorting as opposed to introgressive hybridization, according to D-statistics results. These findings contradict previous assertions of widespread cryptic diversity and gene flow within the R. granulosa clade. Lastly, our analyses suggest that diversification events within the Rhinella granulosa group mostly dated back to the early Pliocene, being generally younger than species divergences in other closely related clades that present high levels of cross-species gene flow. This finding uniquely contradicts common assertions that this young clade of toads exhibits interspecific hybridization.
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Affiliation(s)
- Danielle Rivera
- Department of Applied Ecology, North Carolina State University, Raleigh, NC, USA. .,Amphibian and Reptile Diversity Research Center, University of Texas at Arlington, Arlington, TX, USA.
| | - Ivan Prates
- Department of Ecology and Evolutionary Biology and Museum of Zoology, University of Michigan, Ann Arbor, MI, USA
| | - Janalee P Caldwell
- Sam Noble Museum and Department of Biology, University of Oklahoma, Norman, OK, USA
| | - Miguel Trefaut Rodrigues
- Departamento de Zoologia, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Matthew K Fujita
- Amphibian and Reptile Diversity Research Center, University of Texas at Arlington, Arlington, TX, USA.,Department of Biology and Amphibian and Reptile Diversity Research Center, University of Texas at Arlington, Arlington, TX, USA
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MacGuigan DJ, Orr OD, Near TJ. Phylogeography, hybridization, and species discovery in the Etheostoma nigrum complex (Percidae: Etheostoma: Boleosoma). Mol Phylogenet Evol 2023; 178:107645. [PMID: 36252933 DOI: 10.1016/j.ympev.2022.107645] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 07/29/2022] [Accepted: 10/11/2022] [Indexed: 11/05/2022]
Abstract
The history of riverine fish diversification is largely a product of geographic isolation. Physical barriers that reduce or eliminate gene flow between populations facilitate divergence via genetic drift and natural selection, eventually leading to speciation. For freshwater organisms, diversification is often the product of drainage basin rearrangements. In young clades where the history of isolation is the most recent, evolutionary relationships can resemble a tangled web. One especially recalcitrant group of freshwater fishes is the Johnny Darter (Etheostoma nigrum) species complex, where traditional taxonomy and molecular phylogenetics indicate a history of gene flow and conflicting inferences of species diversity. Here we assemble a genomic dataset using double digest restriction site associated DNA (ddRAD) sequencing and use phylogenomic and population genetic approaches to investigate the evolutionary history of the complex of species that includes E. nigrum, E. olmstedi, E. perlongum, and E. susanae. We reveal and validate several evolutionary lineages that we delimit as species, highlighting the need for additional work to formally describe the diversity of the Etheostoma nigrum complex. Our analyses also identify gene flow among recently diverged lineages, including one instance involving E. susanae, a localized and endangered species. Phylogeographic structure within the Etheostoma nigrum species complex coincides with major geologic events, such as parallel divergence in river basins during Pliocene inundation of the Atlantic coastal plain and multiple northward post-glacial colonization routes tracking river basin rearrangements. Our study serves as a nuanced example of how low dispersal rates coupled with geographic isolation among disconnected river systems in eastern North America has produced one of the world's freshwater biodiversity hotspots.
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Affiliation(s)
- Daniel J MacGuigan
- Department of Biological Sciences, 109 Cooke Hall, University at Buffalo, Buffalo, NY 14260, USA.
| | - Oliver D Orr
- Department of Ecology and Evolutionary Biology, 165 Prospect Street, Yale University, New Haven, CT 06520, USA; Yale Peabody Museum of Natural History, 170 Whitney Ave, New Haven, CT 06520, USA
| | - Thomas J Near
- Department of Ecology and Evolutionary Biology, 165 Prospect Street, Yale University, New Haven, CT 06520, USA; Yale Peabody Museum of Natural History, 170 Whitney Ave, New Haven, CT 06520, USA
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Alexander A, Robbins MB, Holmes J, Moyle RG, Peterson AT. Limited movement of an avian hybrid zone in relation to regional variation in magnitude of climate change. Mol Ecol 2022; 31:6634-6648. [PMID: 36210655 PMCID: PMC9729445 DOI: 10.1111/mec.16727] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 09/26/2022] [Accepted: 09/28/2022] [Indexed: 01/13/2023]
Abstract
Studies of natural hybrid zones can provide documentation of range shifts in response to climate change and identify loci important to reproductive isolation. Using a temporal (36-38 years) comparison of the black-capped (Poecile atricapillus) and Carolina (P. carolinensis) chickadee hybrid zone, we investigated movement of the western portion of the zone (western Missouri) and assessed whether loci and pathways underpinning reproductive isolation were similar to those in the eastern portion of the hybrid zone. Using 92 birds sampled along the hybrid zone transect in 2016 and 68 birds sampled between 1978 and 1980, we generated 11,669 SNPs via ddRADseq. These SNPs were used to assess movement of the hybrid zone through time and to evaluate variation in introgression among loci. We demonstrate that the interface has moved ~5 km to the northwest over the last 36-38 years, that is, at only one-fifth the rate at which the eastern portion (e.g., Pennsylvania, Ohio) of the hybrid zone has moved. Temperature trends over the last 38 years reveal that eastern areas have warmed 50% more than western areas in terms of annual mean temperature, possibly providing an explanation for the slower movement of the hybrid zone in Missouri. Our results suggest hybrid zone movement in broadly distributed species, such as chickadees, will vary between areas in response to local differences in the impacts of climate change.
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Affiliation(s)
- Alana Alexander
- Biodiversity Institute, University of Kansas, Lawrence, Kansas 66045, USA.,Department of Anatomy, University of Otago, Dunedin 9016, New Zealand.,Corresponding author.
| | - Mark B. Robbins
- Biodiversity Institute, University of Kansas, Lawrence, Kansas 66045, USA
| | - Jesse Holmes
- Biodiversity Institute, University of Kansas, Lawrence, Kansas 66045, USA.,Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, Kansas 66045, USA
| | - Robert G. Moyle
- Biodiversity Institute, University of Kansas, Lawrence, Kansas 66045, USA.,Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, Kansas 66045, USA
| | - A. Townsend Peterson
- Biodiversity Institute, University of Kansas, Lawrence, Kansas 66045, USA.,Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, Kansas 66045, USA
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Ochoa-Zavala M, Diaz-Jaimes P, Ortega-García S, Galván-Magaña F. Genetic divergence at species boundaries of the dolphinfish ( Coryphaena hippurus) in the Tropical Eastern Pacific. PeerJ 2022; 10:e14389. [PMID: 36415864 PMCID: PMC9676019 DOI: 10.7717/peerj.14389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 10/23/2022] [Indexed: 11/18/2022] Open
Abstract
Background Marine species constitute commercially important resources, and knowledge about mechanisms that shape phylogeographic patterns and genetic structure provides valuable information for conservation. The dolphinfish, Coryphaena hippurus, is one of the most important species caught in the Tropical Eastern Pacific (TEP). However, the lack of consensus about the existence of genetically differentiated populations in the area has hindered the adoption of management strategies to ensure its viability. Methods We assessed genetic variation and phylogeographic structure using two mitochondrial genes and 14 nuclear DNA microsatellite loci. Population genetic tools were used to characterize the spatial distribution of genetic variation of C. hippurus in the TEP, evaluate the extent of connectivity between dolphinfish populations, infer potential barriers to gene flow, and test for signals of contemporary and historical demographic expansions. Results Mitochondrial DNA sequences showed genetic homogeneity across locations in the TEP, as well as a strong signal of population expansion dated to the late Pleistocene. In contrast, nuclear microsatellite markers resolved four genetically distinct groups with a remarked genetic differentiation between the most distant locations, at the northern and southern boundaries of the species' range. High mean genetic diversity was found at all localities (Hs = 0.66-0.81). Notwithstanding, positive F IS and low effective population size (Ne = 77.9-496.4) were also recorded. Conclusions The distribution of genetic variation could be related to expansion-contraction cycles following seasonal temperature changes at transitional areas, promoting population subdivisions. However, we cannot rule out the effect of oceanographic dynamics to the observed patterns. Although this marine species remains highly abundant despite commercial exploitation, the low Ne values are of conservation concern and must be considered in fishery management plans.
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Affiliation(s)
- Maried Ochoa-Zavala
- Unidad de Ecología y Biodiversidad Acuática, Instituto de Ciencias del Mar y Limnnología, Universidad Nacional Autónoma de México, CDMX, Mexico,Escuela Nacional de Estudios Superiores, Unidad Morelia, Universidad Nacional Autónoma de México, Morelia, Michoacán, Mexico
| | - Pindaro Diaz-Jaimes
- Unidad de Ecología y Biodiversidad Acuática, Instituto de Ciencias del Mar y Limnnología, Universidad Nacional Autónoma de México, CDMX, Mexico
| | - Sofía Ortega-García
- Instituto Politécnico Nacional, Centro Interdisciplinario de Ciencias Marinas, La Paz, Baja California Sur, México
| | - Felipe Galván-Magaña
- Instituto Politécnico Nacional, Centro Interdisciplinario de Ciencias Marinas, La Paz, Baja California Sur, México
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Hopley T, Byrne M. Implications of climate change on a floodplain shrub: associations between genomic and environmental variation. Glob Ecol Conserv 2022. [DOI: 10.1016/j.gecco.2022.e02340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Population structure of threatened caribou in western Canada inferred from genome-wide SNP data. CONSERV GENET 2022. [DOI: 10.1007/s10592-022-01475-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Coulibaly A, Diop MF, Kone A, Dara A, Ouattara A, Mulder N, Miotto O, Diakite M, Djimde A, Amambua-Ngwa A. Genome-wide SNP analysis of Plasmodium falciparum shows differentiation at drug-resistance-associated loci among malaria transmission settings in southern Mali. Front Genet 2022; 13:943445. [PMID: 36267403 PMCID: PMC9576839 DOI: 10.3389/fgene.2022.943445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 08/26/2022] [Indexed: 11/15/2022] Open
Abstract
Plasmodium falciparum malaria cases in Africa represent over 90% of the global burden with Mali being amongst the 11 highest burden countries that account for 70% of this annual incidence. The persistence of P. falciparum despite massive global interventions is because of its genetic diversity that drives its ability to adapt to environmental changes, develop resistance to drugs, and evade the host immune system. Knowledge on P. falciparum genetic diversity across populations and intervention landscape is thus critical for the implementation of new strategies to eliminate malaria. This study assessed genetic variation with 12,177 high-quality SNPs from 830 Malian P. falciparum isolates collected between 2007 and 2017 from seven locations. The complexity of infections remained high, varied between sites, and showed a trend toward overall decreasing complexity over the decade. Though there was no significant substructure, allele frequencies varied geographically, partly driven by temporal variance in sampling, particularly for drug resistance and antigen loci. Thirty-two mutations in known drug resistance markers (pfcrt, pfdhps, pfdhfr, pfmdr1, pfmdr2, and pfk13) attained a frequency of at least 2% in the populations. SNPs within and around the major markers of resistance to quinolines (pfmdr1 and pfcrt) and antifolates (pfdhfr and pfdhps) varied temporally and geographically, with strong linkage disequilibrium and signatures of directional selection in the genome. These geo-temporal populations also differentiated at alleles in immune-related loci, including, protein E140, pfsurfin8, pfclag8, and pfceltos, as well as pftrap, which showed signatures of haplotype differentiation between populations. Several regions across the genomes, including five known drug resistance loci, showed signatures of differential positive selection. These results suggest that drugs and immune pressure are dominant selective forces against P. falciparum in Mali, but their effect on the parasite genome varies temporally and spatially. Interventions interacting with these genomic variants need to be routinely evaluated as malaria elimination strategies are implemented.
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Affiliation(s)
- Aoua Coulibaly
- Malaria Research and Training Center, University of Science, Techniques, and Technologies of Bamako, Bamako, Mali
- Computational Biology Division, University of Cape Town, Cape Town, South Africa
| | - Mouhamadou Fadel Diop
- Disease Control and Elimination, Medical Research Council Unit The Gambia at LSHTM, Banjul, Gambia
| | - Aminatou Kone
- Malaria Research and Training Center, University of Science, Techniques, and Technologies of Bamako, Bamako, Mali
| | - Antoine Dara
- Malaria Research and Training Center, University of Science, Techniques, and Technologies of Bamako, Bamako, Mali
| | - Amed Ouattara
- Malaria Research and Training Center, University of Science, Techniques, and Technologies of Bamako, Bamako, Mali
- University of Maryland Baltimore, Baltimore, MD, United States
| | - Nicola Mulder
- Computational Biology Division, University of Cape Town, Cape Town, South Africa
| | - Olivo Miotto
- Mahidol Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
| | - Mahamadou Diakite
- Malaria Research and Training Center, University of Science, Techniques, and Technologies of Bamako, Bamako, Mali
| | - Abdoulaye Djimde
- Malaria Research and Training Center, University of Science, Techniques, and Technologies of Bamako, Bamako, Mali
| | - Alfred Amambua-Ngwa
- Disease Control and Elimination, Medical Research Council Unit The Gambia at LSHTM, Banjul, Gambia
- *Correspondence: Alfred Amambua-Ngwa,
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Hsu WC, Wu DH, Chen SW, Castillo SAC, Huang SD, Li CP, Wang YP. Insights into the genetic spatial structure of Nicaraguan weedy rice and control of its seed spread. PEST MANAGEMENT SCIENCE 2022; 78:3685-3696. [PMID: 35613256 DOI: 10.1002/ps.7011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 05/21/2022] [Accepted: 05/25/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND The genetic backgrounds and occurrence patterns of weedy rice (WR, Oryza sativa) are highly diverse, and so are the challenges facing its control among countries. WR control is difficult because it is similar to cultivated rice and manual removal is one of the few options for control. Understanding the ecology of WR will aid efforts to break its life cycle and establish long-term management strategies under both irrigated and rainfed systems. RESULTS Nicaraguan WR (NWR) plants were genetically closer to the AUS and Indica pools in terms of to genetic distance. A map of admixture coefficients suggested a pattern of long-distance dispersal and spread of NWR across Nicaragua, which has likely been facilitated by commercial activities and sharing of harvesting equipment between border cities or important trading ports and inland regions. Moreover, the NWR plants from the soil seedbank in irrigated regions showed different habitats and lower grain number per panicle compared with plants spread by seed-mediated contamination. In addition, grain indexes showed that length-to-width ratio was a better indicator than awn length for distinguishing between NWR and Nicaraguan Indica cultivars. CONCLUSION Analysis of the population structure and habitats of NWR revealed five clusters derived from seed-mediated contamination in rainfed upland regions, plants from the soil seedbank in irrigated double-cropping regions, and pollen-mediated contamination across both regions. Field weed management before harvesting and seed purification based on the length-to-width ratio can be conducted to improve the efficiency of long-term control of WR in Nicaragua. © 2022 Society of Chemical Industry.
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Affiliation(s)
- Wei-Chun Hsu
- Crop Science Division, Taiwan Agricultural Research Institute, Council of Agriculture, Taichung City, Taiwan
| | - Dong-Hong Wu
- Crop Science Division, Taiwan Agricultural Research Institute, Council of Agriculture, Taichung City, Taiwan
| | - Szu-Wu Chen
- Taiwan Technical Mission in Nicaragua, International Cooperation and Development Fund, Managua, Nicaragua
| | | | - Sih-Dun Huang
- Technical Cooperation Department, International Cooperation and Development Fund, Taipei, Taiwan
| | - Charng-Pei Li
- Crop Science Division, Taiwan Agricultural Research Institute, Council of Agriculture, Taichung City, Taiwan
| | - Yun-Ping Wang
- Technical Cooperation Department, International Cooperation and Development Fund, Taipei, Taiwan
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Genetic diversity and structure of an endangered medicinal plant species (Pilocarpus microphyllus) in eastern Amazon: implications for conservation. CONSERV GENET 2022. [DOI: 10.1007/s10592-022-01454-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Klimova A, Ruiz Mondragón KY, Molina Freaner F, Aguirre-Planter E, Eguiarte LE. Genomic Analyses of Wild and Cultivated Bacanora Agave (Agave angustifolia var. pacifica) Reveal Inbreeding, Few Signs of Cultivation History and Shallow Population Structure. PLANTS 2022; 11:plants11111426. [PMID: 35684199 PMCID: PMC9183054 DOI: 10.3390/plants11111426] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 05/04/2022] [Accepted: 05/05/2022] [Indexed: 01/12/2023]
Abstract
Due to the recent increase in demand for agave-based beverages, many wild agave populations have experienced rapid decline and fragmentation, whereas cultivated plants are now managed at monocultural plantations, in some cases involving clonal propagation. We examined the relative effect of migration, genetic drift, natural selection and human activities on the genetic repertoire of Agave angustifolia var. pacifica, an agave used for bacanora (an alcoholic spirit similar to tequila) production in northwestern Mexico. We sampled 34 wild and cultivated sites and used over eleven thousand genome-wide SNPs. We found shallow genetic structure among wild samples, although we detected differentiation between coastal and inland sites. Surprisingly, no differentiation was found between cultivated and wild populations. Moreover, we detected moderate inbreeding (FIS ~ 0.13) and similar levels of genomic diversity in wild and cultivated agaves. Nevertheless, the cultivated plants had almost no private alleles and presented evidence of clonality. The overall low genetic structure in A. angustifolia var. pacifica is apparently the result of high dispersibility promoted by pollinators and the possibility of clonal reproduction. Incipient cultivation history and reliance on wild seeds and plants are probably responsible for the observed patterns of high genetic connectivity and considerable diversity in cultivated samples.
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Affiliation(s)
- Anastasia Klimova
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad Universitaria, Circuito Exterior s/n Annex to the Botanical Garden, Mexico City 04510, Mexico; (K.Y.R.M.); (E.A.-P.)
- Correspondence: (A.K.); (L.E.E.); Tel.: +052-6121716113 (A.K.); +052-5556229006 (L.E.E.)
| | - Karen Y. Ruiz Mondragón
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad Universitaria, Circuito Exterior s/n Annex to the Botanical Garden, Mexico City 04510, Mexico; (K.Y.R.M.); (E.A.-P.)
| | - Francisco Molina Freaner
- Departamento de Ecología de la Biodiversidad, Instituto de Ecología, Universidad Nacional Autónoma de México Hermosillo, Sonora 83250, Mexico;
| | - Erika Aguirre-Planter
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad Universitaria, Circuito Exterior s/n Annex to the Botanical Garden, Mexico City 04510, Mexico; (K.Y.R.M.); (E.A.-P.)
| | - Luis E. Eguiarte
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad Universitaria, Circuito Exterior s/n Annex to the Botanical Garden, Mexico City 04510, Mexico; (K.Y.R.M.); (E.A.-P.)
- Correspondence: (A.K.); (L.E.E.); Tel.: +052-6121716113 (A.K.); +052-5556229006 (L.E.E.)
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Massatti R, Winkler DE. Spatially explicit management of genetic diversity using ancestry probability surfaces. Methods Ecol Evol 2022. [DOI: 10.1111/2041-210x.13902] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Rob Massatti
- US Geological Survey, Southwest Biological Science Center Flagstaff AZ USA
| | - Daniel E. Winkler
- US Geological Survey, Southwest Biological Science Center Tucson AZ USA
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Umbrello L, Bullen R, Shaw R, McArthur S, Byrne M, van Leeuwen S, Ottewell K. Extensive gene flow in a threatened bat (Rhinonicteris aurantia) in an arid landscape. Glob Ecol Conserv 2022. [DOI: 10.1016/j.gecco.2022.e02154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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Janzen GM, Aguilar‐Rangel MR, Cíntora‐Martínez C, Blöcher‐Juárez KA, González‐Segovia E, Studer AJ, Runcie DE, Flint‐Garcia SA, Rellán‐Álvarez R, Sawers RJH, Hufford MB. Demonstration of local adaptation in maize landraces by reciprocal transplantation. Evol Appl 2022; 15:817-837. [PMID: 35603032 PMCID: PMC9108319 DOI: 10.1111/eva.13372] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 01/24/2022] [Accepted: 01/31/2022] [Indexed: 11/28/2022] Open
Abstract
Populations are locally adapted when they exhibit higher fitness than foreign populations in their native habitat. Maize landrace adaptations to highland and lowland conditions are of interest to researchers and breeders. To determine the prevalence and strength of local adaptation in maize landraces, we performed a reciprocal transplant experiment across an elevational gradient in Mexico. We grew 120 landraces, grouped into four populations (Mexican Highland, Mexican Lowland, South American Highland, South American Lowland), in Mexican highland and lowland common gardens and collected phenotypes relevant to fitness and known highland‐adaptive traits such as anthocyanin pigmentation and macrohair density. 67k DArTseq markers were generated from field specimens to allow comparisons between phenotypic patterns and population genetic structure. We found phenotypic patterns consistent with local adaptation, though these patterns differ between the Mexican and South American populations. Quantitative trait differentiation (QST) was greater than neutral allele frequency differentiation (FST) for many traits, signaling directional selection between pairs of populations. All populations exhibited higher fitness metric values when grown at their native elevation, and Mexican landraces had higher fitness than South American landraces when grown in these Mexican sites. As environmental distance between landraces’ native collection sites and common garden sites increased, fitness values dropped, suggesting landraces are adapted to environmental conditions at their natal sites. Correlations between fitness and anthocyanin pigmentation and macrohair traits were stronger in the highland site than the lowland site, supporting their status as highland‐adaptive. These results give substance to the long‐held presumption of local adaptation of New World maize landraces to elevation and other environmental variables across North and South America.
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Affiliation(s)
- Garrett M. Janzen
- Department of Ecology, Evolution, and Organismal Biology Iowa State University Ames Iowa USA 50011
- Department of Plant Biology University of Georgia Athens Georgia USA 30602
| | | | | | | | - Eric González‐Segovia
- Langebio, Cinvestav, Km 9.6 Libramiento Norte Carretera Len Irapuato, Guanajuato Mexico 36821
| | - Anthony J. Studer
- Department of Crop Sciences University of Illinois Urbana‐Champaign 1201 West Gregory Drive Urbana Illinois USA 61801
| | - Daniel E. Runcie
- Department of Plant Sciences University of California‐Davis 278 Robbins Berkeley California USA 95616
| | - Sherry A. Flint‐Garcia
- Agricultural Research Service United States Department of Agriculture Columbia Missouri 65211 USA
- University of Missouri 301 Curtis Hall Columbia Missouri USA 65211
| | - Rubén Rellán‐Álvarez
- Langebio, Cinvestav, Km 9.6 Libramiento Norte Carretera Len Irapuato, Guanajuato Mexico 36821
- Present address: Molecular and Structural Biochemistry North Carolina State University 128 Polk Hall Raleigh North Carolina USA 27695‐7622
| | - Ruairidh J. H. Sawers
- Langebio, Cinvestav, Km 9.6 Libramiento Norte Carretera Len Irapuato, Guanajuato Mexico 36821
- Department of Plant Science Pennsylvania State University University Park Pennsylvania USA 16802
| | - Matthew B. Hufford
- Department of Ecology, Evolution, and Organismal Biology Iowa State University Ames Iowa USA 50011
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Aguilar P, Andrade P, Afonso S, Carretero MÁ, Pérez i de Lanuza G, Pinho C. No genomic repercussions of assortative pairing in a colour polymorphic lizard. J Evol Biol 2022; 35:648-656. [DOI: 10.1111/jeb.13990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 02/01/2022] [Accepted: 02/09/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Prem Aguilar
- CIBIO Research Centre in Biodiversity and Genetic Resources InBIO Universidade do Porto Porto Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning CIBIO Campus de Vairão Vairão Portugal
- Departamento de Biologia Faculdade de Ciências da Universidade do Porto Porto Portugal
| | - Pedro Andrade
- CIBIO Research Centre in Biodiversity and Genetic Resources InBIO Universidade do Porto Porto Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning CIBIO Campus de Vairão Vairão Portugal
| | - Sandra Afonso
- CIBIO Research Centre in Biodiversity and Genetic Resources InBIO Universidade do Porto Porto Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning CIBIO Campus de Vairão Vairão Portugal
| | - Miguel Á. Carretero
- CIBIO Research Centre in Biodiversity and Genetic Resources InBIO Universidade do Porto Porto Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning CIBIO Campus de Vairão Vairão Portugal
- Departamento de Biologia Faculdade de Ciências da Universidade do Porto Porto Portugal
| | - Guillem Pérez i de Lanuza
- CIBIO Research Centre in Biodiversity and Genetic Resources InBIO Universidade do Porto Porto Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning CIBIO Campus de Vairão Vairão Portugal
- Ethology Lab Institut Cavanilles de Biodiversitat i Biologia Evolutiva Universitat de València València Spain
| | - Catarina Pinho
- CIBIO Research Centre in Biodiversity and Genetic Resources InBIO Universidade do Porto Porto Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning CIBIO Campus de Vairão Vairão Portugal
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Lassauce H, Dudgeon CL, Armstrong AJ, Wantiez L, Carroll EL. Evidence of fine scale genetic structure for reef manta rays Mobula alfredi in New Caledonia. ENDANGER SPECIES RES 2022. [DOI: 10.3354/esr01178] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Gustafson KD, Gagne RB, Buchalski MR, Vickers TW, Riley SP, Sikich JA, Rudd JL, Dellinger JA, LaCava ME, Ernest HB. Multi‐population puma connectivity could restore genomic diversity to at‐risk coastal populations in California. Evol Appl 2021; 15:286-299. [PMID: 35233248 PMCID: PMC8867711 DOI: 10.1111/eva.13341] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 12/25/2021] [Indexed: 12/01/2022] Open
Abstract
Urbanization is decreasing wildlife habitat and connectivity worldwide, including for apex predators, such as the puma (Puma concolor). Puma populations along California's central and southern coastal habitats have experienced rapid fragmentation from development, leading to calls for demographic and genetic management. To address urgent conservation genomic concerns, we used double‐digest restriction‐site associated DNA (ddRAD) sequencing to analyze 16,285 genome‐wide single‐nucleotide polymorphisms (SNPs) from 401 pumas sampled broadly across the state. Our analyses indicated support for 4–10 geographically nested, broad‐ to fine‐scale genetic clusters. At the broadest scale, the four genetic clusters had high genetic diversity and exhibited low linkage disequilibrium, indicating that pumas have retained genomic diversity statewide. However, multiple lines of evidence indicated substructure, including 10 finer‐scale genetic clusters, some of which exhibited fixed alleles and linkage disequilibrium. Fragmented populations along the Southern Coast and Central Coast had particularly low genetic diversity and strong linkage disequilibrium, indicating genetic drift and close inbreeding. Our results demonstrate that genetically at risk populations are typically nested within a broader‐scale group of interconnected populations that collectively retain high genetic diversity and heterogenous fixations. Thus, extant variation at the broader scale has potential to restore diversity to local populations if management actions can enhance vital gene flow and recombine locally sequestered genetic diversity. These state‐ and genome‐wide results are critically important for science‐based conservation and management practices. Our nested population genomic analysis highlights the information that can be gained from population genomic studies aiming to provide guidance for the conservation of fragmented populations.
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Affiliation(s)
- Kyle D. Gustafson
- Arkansas State University Department of Biological Sciences Jonesboro 72401
| | - Roderick B. Gagne
- University of Pennsylvania School of Veterinary Medicine Department of Pathobiology Kennett Square Wildlife Futures Program PA USA
| | | | - T. Winston Vickers
- University of California ‐ Davis School of Veterinary Medicine Karen C. Drayer Wildlife Health Center Davis 95616
| | - Seth P.D. Riley
- National Park Service Santa Monica Mountains National Recreation Area 401 W. Hillcrest Dr Thousand Oaks 91360
| | - Jeff A. Sikich
- National Park Service Santa Monica Mountains National Recreation Area 401 W. Hillcrest Dr Thousand Oaks 91360
| | - Jaime L. Rudd
- California Department of Fish and Wildlife Rancho Cordova 95670
| | | | - Melanie E.F. LaCava
- Wildlife Genomics and Disease Ecology Laboratory Department of Veterinary Sciences University of Wyoming Laramie 82071
| | - Holly B. Ernest
- Wildlife Genomics and Disease Ecology Laboratory Department of Veterinary Sciences University of Wyoming Laramie 82071
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The genomes of 204 Vitis vinifera accessions reveal the origin of European wine grapes. Nat Commun 2021; 12:7240. [PMID: 34934047 PMCID: PMC8692429 DOI: 10.1038/s41467-021-27487-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 11/18/2021] [Indexed: 01/29/2023] Open
Abstract
In order to elucidate the still controversial processes that originated European wine grapes from its wild progenitor, here we analyse 204 genomes of Vitis vinifera and show that all analyses support a single domestication event that occurred in Western Asia and was followed by numerous and pervasive introgressions from European wild populations. This admixture generated the so-called international wine grapes that have diffused from Alpine countries worldwide. Across Europe, marked differences in genomic diversity are observed in local varieties that are traditionally cultivated in different wine producing countries, with Italy and France showing the largest diversity. Three genomic regions of reduced genetic diversity are observed, presumably as a consequence of artificial selection. In the lowest diversity region, two candidate genes that gained berry–specific expression in domesticated varieties may contribute to the change in berry size and morphology that makes the fruit attractive for human consumption and adapted for winemaking. Reports on the origin of European wine grapes are controversial. Here, the authors perform population genetics analyses on a large set of representative wine-making varieties and reveal a single domestication event at the origin of the entire germplasm followed by repeated introgression from wild populations.
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Has the introduction of two subspecies generated dispersal barriers among invasive possums in New Zealand? Biol Invasions 2021. [DOI: 10.1007/s10530-021-02609-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
AbstractThe introduction of species into new environments provides the opportunity for the evolution of new forms through admixture and novel selection pressures. The common brushtail possum, Trichosurus vulpecula vulpecula from the Australian mainland and T.v.fuliginosus from Tasmania, were introduced multiple times to New Zealand from Australia to become one of New Zealand’s most significant pests. Although derived from two subspecies, possums in New Zealand are generally considered to be a single entity. In a previous analysis, we showed that possums in the Hawkes Bay region of New Zealand appeared to consist of at least two overlapping populations. Here, we extend that analysis using a genotype-by-sequencing approach to examine the origins and population structure of those possums and compare their genetic diversity to animals sampled from Australia. We identify two populations of each subspecies in Hawkes Bay and provide clear evidence of a contact zone between them in which a hybrid form is evident. Our analysis of private alleles shows higher rates of dispersal into the contact zone than away from it, suggesting that the contact zone functions as a sink (and hence as a barrier) between the two subspecies. Given the widespread and overlapping distribution of the two subspecies across both large islands in New Zealand, it is possible that many such contact zones exist. These results suggest an opportunity for a more targeted approach to controlling this pest by recognising sub-specific differences and identifying the contact zones that may form between them.
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Nemati S, Falahati Anbaran M, Mohammad Rahimi H, Hosseini MS, Aghaei S, Khalili N, Mirjalali H, Zali MR. Evolutionary and phylogenetic analyses of the barcoding region suggest geographical relationships among Blastocystis sp., ST3 in humans. INFECTION, GENETICS AND EVOLUTION : JOURNAL OF MOLECULAR EPIDEMIOLOGY AND EVOLUTIONARY GENETICS IN INFECTIOUS DISEASES 2021; 96:105151. [PMID: 34801757 DOI: 10.1016/j.meegid.2021.105151] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Revised: 11/11/2021] [Accepted: 11/16/2021] [Indexed: 06/13/2023]
Abstract
Blastocystis sp., has 21 distinct subtypes of which ST3 thought to be the most prevalent subtype. This study aims to analyze the global variations of ST3. In total, 496 sequences with more than 400 nucleotides from Asia, Europe, Africa, and America were included in this study. Results show that allele 34 was the most prevalent allele in all continents. The lowest and highest allele diversity were observed in Europe and Africa, respectively. The nucleotide diversity ranged from 0.0077 in Europe to 0.02 in Africa, and haplotype diversity ranged from 0.461 in America to 0.6 in Africa. The haplotype network and Bayesian structure showed at least two major clusters including Asia and Europe-Africa-America. Tajima's D values for all continents were negative and statistically significant, indicating an excess of rare nucleotide variants. Similarly, the Fu's FS test showed negative values for all regions, indicating an excess of rare haplotypes. Pairwise FST exhibited a high genetic differentiation between Asia and other continents. Mismatch analysis for all populations showed a unimodal distribution. Our findings indicate that there are two probable major clusters of Blastocystis sp. ST3, a cluster which is shared between Europe, Africa, and America, and a cluster which is restricted to Asia.
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Affiliation(s)
- Sara Nemati
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohsen Falahati Anbaran
- School of Biology, University of Tehran, 14155-6455 Tehran, Iran; NTNU University Museum, Norwegian University of Science and Technology, Trondheim, Norway
| | - Hanieh Mohammad Rahimi
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Monireh Sadat Hosseini
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sara Aghaei
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Negar Khalili
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hamed Mirjalali
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Mohammad Reza Zali
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Koot E, Wu C, Ruza I, Hilario E, Storey R, Wells R, Chagné D, Wellenreuther M. Genome-wide analysis reveals the genetic stock structure of hoki ( Macruronus novaezelandiae). Evol Appl 2021; 14:2848-2863. [PMID: 34950233 PMCID: PMC8674887 DOI: 10.1111/eva.13317] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 10/14/2021] [Accepted: 10/18/2021] [Indexed: 12/23/2022] Open
Abstract
The assessment of the genetic structuring of biodiversity is crucial for management and conservation. This is particularly critical for widely distributed and highly mobile deep-water teleosts, such as hoki (Macruronus novaezelandiae). This species is significant to Māori people and supports the largest commercial fishery in New Zealand, but uncertainty about its stock structure presents a challenge for management. Here, we apply a comprehensive genomic analysis to shed light on the demographic structure of this species by (1) assembling the genome, (2) generating a catalogue of genome-wide SNPs to infer the stock structure and (3) identifying regions of the genome under selection. The final genome assembly used short and long reads and is near complete, representing 93.8% of BUSCO genes, and consisting of 566 contigs totalling 501 Mb. Whole-genome re-sequencing of 510 hoki sampled from 14 locations around New Zealand and Australia, at a read depth greater than 10×, produced 227,490 filtered SNPs. Analyses of these SNPs were able to resolve the stock structure of hoki into two genetically and geographically distinct clusters, one including the Australian and the other one all New Zealand locations, indicating genetic exchange between these regions is limited. Location differences within New Zealand samples were much more subtle (global F ST = 0.0006), and while small and significant differences could be detected, they did not conclusively identify additional substructures. Ten putative adaptive SNPs were detected within the New Zealand samples, but these also did not geographically partition the dataset further. Contemporary and historical N e estimation suggest the current New Zealand population of hoki is large yet declining. Overall, our study provides the first genomic resources for hoki and provides detailed insights into the fine-scale population genetic structure to inform the management of this species.
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Affiliation(s)
- Emily Koot
- The New Zealand Institute for Plant and Food Research LtdPalmerston NorthNew Zealand
| | - Chen Wu
- The New Zealand Institute for Plant and Food Research LtdAucklandNew Zealand
| | - Igor Ruza
- The New Zealand Institute for Plant and Food Research LtdNelsonNew Zealand
| | - Elena Hilario
- The New Zealand Institute for Plant and Food Research LtdAucklandNew Zealand
| | - Roy Storey
- The New Zealand Institute for Plant and Food Research LtdTe PukeNew Zealand
| | | | - David Chagné
- The New Zealand Institute for Plant and Food Research LtdPalmerston NorthNew Zealand
| | - Maren Wellenreuther
- The New Zealand Institute for Plant and Food Research LtdNelsonNew Zealand
- School of Biological SciencesThe University of AucklandAucklandNew Zealand
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Westergaard KB, Kyrkjeeide MO, Brandrud MK. Using genomics to guide seed-sourcing at the right taxonomical level for ecological restoration projects: The complex case of Carex bigelowii s.lat. in Norway. Ecol Evol 2021; 11:17117-17131. [PMID: 34938497 PMCID: PMC8668773 DOI: 10.1002/ece3.8350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 10/18/2021] [Indexed: 11/23/2022] Open
Abstract
There is a growing demand for ecological restoration using suitable seeds following international standards or national legal demands for local seed-sourcing. However, before selecting the appropriate geographic origin of seeds, it is vital to explore taxonomic complexity related to the focal taxa. We used ddRAD-seq to screen genomic diversity within Carex bigelowii s.lat. focussing on Norway. This species complex is considered a candidate for seeding, but presents considerable morphological, ecological, and genetic variation. The genetic structure of 132 individuals of C. bigelowii s.lat., including Carex nigra as an outgroup, was explored using ordinations, clustering analyses, and a genetic barrier algorithm. Two highly divergent clusters were evident, supporting the recognition of two taxonomic units "C. dacica" and C. bigelowii "subsp. bigelowii". Previously defined seed-sourcing regions for C. bigelowii s.lat. did not consider the known taxonomic complexity, and therefore interpreted the overall genetic structure as seed-sourcing regions, not taxa. We estimated genetic neighborhood sizes within each taxon to be 100-150 km and 300 km, respectively, indicating species-specific delimitations of local seed-sourcing regions. Frequent hybrids, local genetic distinctiveness, and suggested ecotypes add complexity to the discussed seed-sourcing regions. Our results show how genomic screening of diversity and structure in a species complex can alleviate the taxonomic impediment, inform practical questions, and legal requirements related to seed-sourcing, and together with traditional taxonomic work provide necessary information for a sound management of biodiversity.
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Burbrink FT, Bernstein JM, Kuhn A, Gehara M, Ruane S. Ecological Divergence and the History of Gene Flow in the Nearctic Milksnakes (Lampropeltis triangulum Complex). Syst Biol 2021; 71:839-858. [PMID: 35043210 DOI: 10.1093/sysbio/syab093] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 11/11/2021] [Accepted: 11/15/2021] [Indexed: 11/13/2022] Open
Abstract
Many phylogeographic studies on species with large ranges have found genetic-geographic structure associated with changes in habitat and physical barriers preventing or reducing gene flow. These interactions with geographic space, contemporary and historical climate, and biogeographic barriers have complex effects on contemporary population genetic structure and processes of speciation. While allopatric speciation at biogeographic barriers is considered the primary mechanism for generating species, more recently it has been shown that parapatric modes of divergence may be equally or even more common. With genomic data and better modeling capabilities, we can more clearly define causes of speciation in relation to biogeography and migration between lineages, the location of hybrid zones with respect to the ecology of parental lineages, and differential introgression of genes between taxa. Here, we examine the origins of three Nearctic milksnakes (Lampropeltis elapsoides, Lampropeltis triangulum and Lampropeltis gentilis) using genome-scale data to better understand species diversification. Results from artificial neural networks show that a mix of a strong biogeographic barrier, environmental changes, and physical space has affected genetic structure in these taxa. These results underscore conspicuous environmental changes that occur as the sister taxa L. triangulum and L. gentilis diverged near the Great Plains into the forested regions of the Eastern Nearctic. This area has been recognized as a region for turnover for many vertebrate species, but as we show here the contemporary boundary does not isolate these sister species. These two species likely formed in the mid-Pleistocene and have remained partially reproductively isolated over much of this time, showing differential introgression of loci. We also demonstrate that when L. triangulum and L. gentilis are each in contact with the much older L. elapsoides, some limited gene flow has occurred. Given the strong agreement between nuclear and mtDNA genomes, along with estimates of ecological niche, we suggest that all three lineages should continue to be recognized as unique species. Furthermore, this work emphasizes the importance of considering complex modes of divergence and differential allelic introgression over a complex landscape when testing mechanisms of speciation. [Cline; delimitation; Eastern Nearctic; Great Plains; hybrids; introgression; speciation.].
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Affiliation(s)
- Frank T Burbrink
- Department of Herpetology, American Museum of Natural History, Central Park West at 79th Street, New York, NY 10024, USA
| | - Justin M Bernstein
- Department of Biological Sciences, Rutgers University Newark, 195 University Ave, Newark, NJ 07102, USA
| | - Arianna Kuhn
- Department of Herpetology, American Museum of Natural History, Central Park West at 79th Street, New York, NY 10024, USA
| | - Marcelo Gehara
- Department of Earth and Environmental Sciences, Rutgers University Newark, 195 University Ave, Newark, NJ 07102, USA
| | - Sara Ruane
- Department of Earth and Environmental Sciences, Rutgers University Newark, 195 University Ave, Newark, NJ 07102, USA.,Amphibian and Reptile Collection, Negaunee Integrative Research Center, Field Museum of Natural History, 1400 S Lake Shore Dr, Chicago, IL 60605, USA
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Byer NW, Fountain ED, Reid BN, Miller K, Kulzer PJ, Peery MZ. Land use and life history constrain adaptive genetic variation and reduce the capacity for climate change adaptation in turtles. BMC Genomics 2021; 22:837. [PMID: 34794393 PMCID: PMC8603537 DOI: 10.1186/s12864-021-08151-7] [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: 12/10/2020] [Accepted: 11/01/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Rapid anthropogenic climate change will require species to adapt to shifting environmental conditions, with successful adaptation dependent upon current patterns of genetic variation. While landscape genomic approaches allow for exploration of local adaptation in non-model systems, most landscape genomics studies of adaptive capacity are limited to exploratory identification of potentially important functional genes, often without a priori expectations as to the gene functions that may be most important for climate change responses. In this study, we integrated targeted sequencing of genes of known function and genotyping of single-nucleotide polymorphisms to examine spatial, environmental, and species-specific patterns of potential local adaptation in two co-occuring turtle species: the Blanding's turtle (Emydoidea blandingii) and the snapping turtle (Chelydra serpentina). RESULTS We documented divergent patterns of spatial clustering between neutral and putatively adaptive genetic variation in both species. Environmental associations varied among gene regions and between species, with stronger environmental associations detected for genes involved in stress response and for the more specialized Blanding's turtle. Land cover appeared to be more important than climate in shaping spatial variation in functional genes, indicating that human landscape alterations may affect adaptive capacity important for climate change responses. CONCLUSIONS Our study provides evidence that responses to climate change will be contingent on species-specific adaptive capacity and past history of exposure to human land cover change.
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Affiliation(s)
| | | | - Brendan N Reid
- W.K. Kellogg Biological Station, Michigan State University, MI, 49060, Hickory Corners, USA
| | - Kristen Miller
- University of Wisconsin-Madison, 53706, Madison, WI, USA
| | - Paige J Kulzer
- University of Wisconsin-Madison, 53706, Madison, WI, USA
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