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Fortes-Lima CA, Burgarella C, Hammarén R, Eriksson A, Vicente M, Jolly C, Semo A, Gunnink H, Pacchiarotti S, Mundeke L, Matonda I, Muluwa JK, Coutros P, Nyambe TS, Cikomola JC, Coetzee V, de Castro M, Ebbesen P, Delanghe J, Stoneking M, Barham L, Lombard M, Meyer A, Steyn M, Malmström H, Rocha J, Soodyall H, Pakendorf B, Bostoen K, Schlebusch CM. The genetic legacy of the expansion of Bantu-speaking peoples in Africa. Nature 2024; 625:540-547. [PMID: 38030719 PMCID: PMC10794141 DOI: 10.1038/s41586-023-06770-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 10/20/2023] [Indexed: 12/01/2023]
Abstract
The expansion of people speaking Bantu languages is the most dramatic demographic event in Late Holocene Africa and fundamentally reshaped the linguistic, cultural and biological landscape of the continent1-7. With a comprehensive genomic dataset, including newly generated data of modern-day and ancient DNA from previously unsampled regions in Africa, we contribute insights into this expansion that started 6,000-4,000 years ago in western Africa. We genotyped 1,763 participants, including 1,526 Bantu speakers from 147 populations across 14 African countries, and generated whole-genome sequences from 12 Late Iron Age individuals8. We show that genetic diversity amongst Bantu-speaking populations declines with distance from western Africa, with current-day Zambia and the Democratic Republic of Congo as possible crossroads of interaction. Using spatially explicit methods9 and correlating genetic, linguistic and geographical data, we provide cross-disciplinary support for a serial-founder migration model. We further show that Bantu speakers received significant gene flow from local groups in regions they expanded into. Our genetic dataset provides an exhaustive modern-day African comparative dataset for ancient DNA studies10 and will be important to a wide range of disciplines from science and humanities, as well as to the medical sector studying human genetic variation and health in African and African-descendant populations.
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Affiliation(s)
- Cesar A Fortes-Lima
- Human Evolution Program, Department of Organismal Biology, Uppsala University, Uppsala, Sweden
| | - Concetta Burgarella
- Human Evolution Program, Department of Organismal Biology, Uppsala University, Uppsala, Sweden
- AGAP Institut, University of Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Rickard Hammarén
- Human Evolution Program, Department of Organismal Biology, Uppsala University, Uppsala, Sweden
| | - Anders Eriksson
- cGEM, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Mário Vicente
- Centre for Palaeogenetics, University of Stockholm, Stockholm, Sweden
- Department of Archaeology and Classical Studies, Stockholm University, Stockholm, Sweden
| | - Cecile Jolly
- Human Evolution Program, Department of Organismal Biology, Uppsala University, Uppsala, Sweden
| | - Armando Semo
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Vairão, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, Vairão, Portugal
- Departamento de Biologia, Faculdade de Ciências, Universidade do Porto, Porto, Portugal
| | - Hilde Gunnink
- UGent Centre for Bantu Studies (BantUGent), Department of Languages and Cultures, Ghent University, Ghent, Belgium
- Leiden University Centre for Linguistics, Leiden, the Netherlands
| | - Sara Pacchiarotti
- UGent Centre for Bantu Studies (BantUGent), Department of Languages and Cultures, Ghent University, Ghent, Belgium
| | - Leon Mundeke
- University of Kinshasa, Kinshasa, Democratic Republic of Congo
| | - Igor Matonda
- University of Kinshasa, Kinshasa, Democratic Republic of Congo
| | - Joseph Koni Muluwa
- Institut Supérieur Pédagogique de Kikwit, Kikwit, Democratic Republic of Congo
| | - Peter Coutros
- UGent Centre for Bantu Studies (BantUGent), Department of Languages and Cultures, Ghent University, Ghent, Belgium
| | | | | | - Vinet Coetzee
- Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa
| | - Minique de Castro
- Biotechnology Platform, Agricultural Research Council, Onderstepoort, Pretoria, South Africa
| | - Peter Ebbesen
- Department of Health Science and Technology, University of Aalborg, Aalborg, Denmark
| | - Joris Delanghe
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Mark Stoneking
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
- Laboratoire de Biométrie et Biologie Evolutive, UMR 5558, Université Lyon 1, CNRS, Villeurbanne, France
| | - Lawrence Barham
- Department of Archaeology, Classics & Egyptology, University of Liverpool, Liverpool, UK
| | - Marlize Lombard
- Palaeo-Research Institute, University of Johannesburg, Johannesburg, South Africa
| | - Anja Meyer
- Human Variation and Identification Research Unit, School of Anatomical Sciences, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Maryna Steyn
- Human Variation and Identification Research Unit, School of Anatomical Sciences, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Helena Malmström
- Human Evolution Program, Department of Organismal Biology, Uppsala University, Uppsala, Sweden
- Palaeo-Research Institute, University of Johannesburg, Johannesburg, South Africa
| | - Jorge Rocha
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Vairão, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, Vairão, Portugal
- Departamento de Biologia, Faculdade de Ciências, Universidade do Porto, Porto, Portugal
| | - Himla Soodyall
- Division of Human Genetics, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Academy of Science of South Africa, Pretoria, South Africa
| | | | - Koen Bostoen
- UGent Centre for Bantu Studies (BantUGent), Department of Languages and Cultures, Ghent University, Ghent, Belgium
| | - Carina M Schlebusch
- Human Evolution Program, Department of Organismal Biology, Uppsala University, Uppsala, Sweden.
- Palaeo-Research Institute, University of Johannesburg, Johannesburg, South Africa.
- SciLifeLab, Uppsala, Sweden.
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Mar-Silva AF, Diaz-Jaimes P, Domínguez-Mendoza C, Domínguez-Domínguez O, Valdiviezo-Rivera J, Espinoza-Herrera E. Genomic assessment reveals signal of adaptive selection in populations of the Spotted rose snapper Lutjanus guttatus from the Tropical Eastern Pacific. PeerJ 2023; 11:e15029. [PMID: 37009151 PMCID: PMC10062342 DOI: 10.7717/peerj.15029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 02/17/2023] [Indexed: 03/29/2023] Open
Abstract
Background
The lack of barriers in the marine environment has promoted the idea of panmixia in marine organisms. However, oceanographic conditions and habitat characteristics have recently been linked to genetic structure in marine species. The Tropical Eastern Pacific (TEP) is characterized by dynamic current systems and heterogeneous oceanographic conditions. The Gulf of Panama (part of the equatorial segment for the TEP) is influenced by a complex current system and heterogeneous environment, which has been shown to limit the gene flow for shoreline species. Next Generation Sequencing (NGS) has contributed to detect genetic differences in previously reported panmictic species by the assessment of loci associated with selection and to understand how selection acts affects marine populations. Lutjanus guttatus is a species distributed in the TEP for which previous studies using mitochondrial data recovered a panmictic pattern along its distributional range. In this study, we used SNP data of L. guttatus individuals sampled along its range to evaluate population genetic structure and investigate whether oceanographic factors influence the species’ genetic architecture. Finally, we assessed the role of adaptive selection by evaluating the contribution of outlier and neutral loci to genetic divergence.
Methods
The RADcap method was used to obtain 24 million paired reads for 123 individuals of L. guttatus covering nearly all its distributional area. Genetic variation was assessed using both spatial and non-spatial methods by comparing three different data sets: (i) a Combined Loci (CL dataset = 2003 SNPs); a search for putative loci under selection allowed the evaluation of (ii) Neutral Loci (NL dataset = 1858 SNPs) and (iii) Outlier Loci (OL dataset = 145 SNPs). We used the estimating effective migration surface (EEMS) approach to detect possible barriers to gene flow.
Results
Genetic differences were found in the OL dataset, showing two clusters (Northern and Southern), whereas NL showed no differences. This result may be related to the Selection-Migration balance model. The limit between the Northern and Southern groups was in the Gulf of Panama, which has been previously identified as a barrier to gene flow for other species, mainly due to its heterogeneous oceanographic conditions. The results suggest that selection plays an important role in generating genetic differences in Lutjanus guttatus. A migration corridor was detected that coincides with the Costa Rica Coastal Current that flows from Central America to the Gulf of California, allowing the homogenization of the northern population. In the Southern cluster, a migration corridor was observed with the OL from Panama to Colombia, which could be associated with the currents found in the Gulf of Panama. Genetic variation found in the OL of Lutjanus guttatus highlights the usefulness of NGS data in evaluating the role of selection in population differentiation.
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Affiliation(s)
- Adán F. Mar-Silva
- Posgrado en Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México, Ciudad de México, México
| | - Pindaro Diaz-Jaimes
- Unidad de Ecología y Biodiversidad Acuática, Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Cristina Domínguez-Mendoza
- Unidad de Ecología y Biodiversidad Acuática, Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Omar Domínguez-Domínguez
- Laboratorio de Biología Acuática, Facultad de Biología, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán, Mexico
- Instituto Nacional de Biodiversidad, Quito, Ecuador
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Abstract
Most species are extinct, those that are not are often unknown. Sequenced and sampled species are often a minority of known ones. Past evolutionary events involving horizontal gene flow, such as horizontal gene transfer, hybridization, introgression, and admixture, are therefore likely to involve “ghosts,” that is extinct, unknown, or unsampled lineages. The existence of these ghost lineages is widely acknowledged, but their possible impact on the detection of gene flow and on the identification of the species involved is largely overlooked. It is generally considered as a possible source of error that, with reasonable approximation, can be ignored. We explore the possible influence of absent species on an evolutionary study by quantifying the effect of ghost lineages on introgression as detected by the popular D-statistic method. We show from simulated data that under certain frequently encountered conditions, the donors and recipients of horizontal gene flow can be wrongly identified if ghost lineages are not taken into account. In particular, having a distant outgroup, which is usually recommended, leads to an increase in the error probability and to false interpretations in most cases. We conclude that introgression from ghost lineages should be systematically considered as an alternative possible, even probable, scenario. [ABBA–BABA; D-statistic; gene flow; ghost lineage; introgression; simulation.]
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Affiliation(s)
- Théo Tricou
- Correspondence to be sent to: CNRS Université Claude Bernard Lyon 1, Laboratoire de Biométrie et Biologie Évolutive (LBBE), Bâtiment Mendel, 43 boulevard du 11 Novembre 1918, Villeurbanne, 69622 Cedex, France; E-mail:
| | - Eric Tannier
- Laboratoire de Biométrie et Biologie Évolutive UMR5558, Univ Lyon, Université Lyon 1, CNRS, F-69622 Villeurbanne, France
- Inria, Centre de Recherche de Lyon, F-69603 Villeurbanne, France
| | - Damien M de Vienne
- Laboratoire de Biométrie et Biologie Évolutive UMR5558, Univ Lyon, Université Lyon 1, CNRS, F-69622 Villeurbanne, France
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Sohn SI, Pandian S, Zaukuu JLZ, Oh YJ, Park SY, Na CS, Shin EK, Kang HJ, Ryu TH, Cho WS, Cho YS. Discrimination of Transgenic Canola ( Brassica napus L.) and their Hybrids with B. rapa using Vis-NIR Spectroscopy and Machine Learning Methods. Int J Mol Sci 2021; 23:ijms23010220. [PMID: 35008646 PMCID: PMC8745187 DOI: 10.3390/ijms23010220] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 12/22/2021] [Accepted: 12/22/2021] [Indexed: 12/19/2022] Open
Abstract
In recent years, the rapid development of genetically modified (GM) technology has raised concerns about the safety of GM crops and foods for human health and the ecological environment. Gene flow from GM crops to other crops, especially in the Brassicaceae family, might pose a threat to the environment due to their weediness. Hence, finding reliable, quick, and low-cost methods to detect and monitor the presence of GM crops and crop products is important. In this study, we used visible near-infrared (Vis-NIR) spectroscopy for the effective discrimination of GM and non-GM Brassica napus, B. rapa, and F1 hybrids (B. rapa X GM B. napus). Initially, Vis-NIR spectra were collected from the plants, and the spectra were preprocessed. A combination of different preprocessing methods (four methods) and various modeling approaches (eight methods) was used for effective discrimination. Among the different combinations, the Savitzky-Golay and Support Vector Machine combination was found to be an optimal model in the discrimination of GM, non-GM, and hybrid plants with the highest accuracy rate (100%). The use of a Convolutional Neural Network with Normalization resulted in 98.9%. The same higher accuracy was found in the use of Gradient Boosted Trees and Fast Large Margin approaches. Later, phenolic acid concentration among the different plants was assessed using GC-MS analysis. Partial least squares regression analysis of Vis-NIR spectra and biochemical characteristics showed significant correlations in their respective changes. The results showed that handheld Vis-NIR spectroscopy combined with chemometric analyses could be used for the effective discrimination of GM and non-GM B. napus, B. rapa, and F1 hybrids. Biochemical composition analysis can also be combined with the Vis-NIR spectra for efficient discrimination.
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Affiliation(s)
- Soo-In Sohn
- Department of Agricultural Biotechnology, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 54874, Korea; (S.P.); (S.-Y.P.); (E.-K.S.); (H.-J.K.); (T.-H.R.); (W.-S.C.); (Y.-S.C.)
- Correspondence: ; Tel.: +82-063-238-4712
| | - Subramani Pandian
- Department of Agricultural Biotechnology, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 54874, Korea; (S.P.); (S.-Y.P.); (E.-K.S.); (H.-J.K.); (T.-H.R.); (W.-S.C.); (Y.-S.C.)
| | - John-Lewis Zinia Zaukuu
- Department of Food Science and Technology, Kwame Nkrumah University of Science and Technology (KNUST), Kumasi AK-039-5028, Ghana;
| | - Young-Ju Oh
- Institute for Future Environmental Ecology Co., Ltd., Jeonju 54883, Korea;
| | - Soo-Yun Park
- Department of Agricultural Biotechnology, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 54874, Korea; (S.P.); (S.-Y.P.); (E.-K.S.); (H.-J.K.); (T.-H.R.); (W.-S.C.); (Y.-S.C.)
| | - Chae-Sun Na
- Seed Conservation Research Division, Baekdudewgan National Arboretum, Bonghwa 36209, Korea;
| | - Eun-Kyoung Shin
- Department of Agricultural Biotechnology, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 54874, Korea; (S.P.); (S.-Y.P.); (E.-K.S.); (H.-J.K.); (T.-H.R.); (W.-S.C.); (Y.-S.C.)
| | - Hyeon-Jung Kang
- Department of Agricultural Biotechnology, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 54874, Korea; (S.P.); (S.-Y.P.); (E.-K.S.); (H.-J.K.); (T.-H.R.); (W.-S.C.); (Y.-S.C.)
| | - Tae-Hun Ryu
- Department of Agricultural Biotechnology, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 54874, Korea; (S.P.); (S.-Y.P.); (E.-K.S.); (H.-J.K.); (T.-H.R.); (W.-S.C.); (Y.-S.C.)
| | - Woo-Suk Cho
- Department of Agricultural Biotechnology, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 54874, Korea; (S.P.); (S.-Y.P.); (E.-K.S.); (H.-J.K.); (T.-H.R.); (W.-S.C.); (Y.-S.C.)
| | - Youn-Sung Cho
- Department of Agricultural Biotechnology, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 54874, Korea; (S.P.); (S.-Y.P.); (E.-K.S.); (H.-J.K.); (T.-H.R.); (W.-S.C.); (Y.-S.C.)
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Brown TS, Arogbokun O, Buckee CO, Chang HH. Distinguishing gene flow between malaria parasite populations. PLoS Genet 2021; 17:e1009335. [PMID: 34928954 PMCID: PMC8726502 DOI: 10.1371/journal.pgen.1009335] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 01/04/2022] [Accepted: 10/12/2021] [Indexed: 11/19/2022] Open
Abstract
Measuring gene flow between malaria parasite populations in different geographic locations can provide strategic information for malaria control interventions. Multiple important questions pertaining to the design of such studies remain unanswered, limiting efforts to operationalize genomic surveillance tools for routine public health use. This report examines the use of population-level summaries of genetic divergence (FST) and relatedness (identity-by-descent) to distinguish levels of gene flow between malaria populations, focused on field-relevant questions about data size, sampling, and interpretability of observations from genomic surveillance studies. To do this, we use P. falciparum whole genome sequence data and simulated sequence data approximating malaria populations evolving under different current and historical epidemiological conditions. We employ mobile-phone associated mobility data to estimate parasite migration rates over different spatial scales and use this to inform our analysis. This analysis underscores the complementary nature of divergence- and relatedness-based metrics for distinguishing gene flow over different temporal and spatial scales and characterizes the data requirements for using these metrics in different contexts. Our results have implications for the design and implementation of malaria genomic surveillance studies. Malaria is a leading infectious cause of illness and death worldwide. Understanding how malaria parasites are spread between different geographic locations can provide useful information for disease control efforts. Examples include identifying source locations for imported infections in lower-incidence “sink” locations and delineating the routes over which drug-resistant malaria strains disperse across geographic space. Genomic surveillance methods use geolocated genetic sequence data from malaria infections to estimate gene flow and connectivity between parasites populations in different locations. This approach has yielded important insights into patterns of connectivity between malaria populations over local, national, and global scales. However, there are multiple unresolved questions about the design and interpretation of these studies. This study evaluates how much data is needed to distinguish different levels of gene flow between parasite populations (“Are the malaria populations in locations i and j linked by higher or lower connectivity than those in locations k and l?”). We examine data size requirements (including the number of genetic markers and number of individual infections analyzed) for this important, implementation-relevant task across multiple epidemiological scenarios, providing practical guidance for the design and interpretation of similar studies.
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Affiliation(s)
- Tyler S. Brown
- Center for Communicable Disease Dynamics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- Infectious Diseases Division, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- * E-mail: (TSB); (H-HC)
| | - Olufunmilayo Arogbokun
- Infectious Disease Epidemiology and Ecology Lab, University of North Carolina School of Medicine, Chapel Hill, North Carolina, United States of America
| | - Caroline O. Buckee
- Center for Communicable Disease Dynamics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Hsiao-Han Chang
- Center for Communicable Disease Dynamics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- Institute of Bioinformatics and Structural Biology, National Tsing Hua University, Hsinchu City, Taiwan
- * E-mail: (TSB); (H-HC)
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Chaves CJN, Leal BSS, Rossatto DR, Berger U, Palma-Silva C. Deforestation is the turning point for the spreading of a weedy epiphyte: an IBM approach. Sci Rep 2021; 11:20397. [PMID: 34650134 PMCID: PMC8516858 DOI: 10.1038/s41598-021-99798-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 09/27/2021] [Indexed: 11/08/2022] Open
Abstract
The rapid spread of many weeds into intensely disturbed landscapes is boosted by clonal growth and self-fertilization strategies, which conversely increases the genetic structure of populations. Here, we use empirical and modeling approaches to evaluate the spreading dynamics of Tillandsia recurvata (L.) L. populations, a common epiphytic weed with self-reproduction and clonal growth widespread in dry forests and deforested landscapes in the American continent. We introduce the TRec model, an individual-based approach to simulate the spreading of T. recurvata over time and across landscapes subjected to abrupt changes in tree density with the parameters adjusted according to the empirical genetic data based on microsatellites genotypes. Simulations with this model showed that the strong spatial genetic structure observed from empirical data in T. recurvata can be explained by a rapid increase in abundance and gene flow followed by stabilization after ca. 25 years. TRec model's results also indicate that deforestation is a turning point for the rapid increase in both individual abundance and gene flow among T. recurvata subpopulations occurring in formerly dense forests. Active reforestation can, in turn, reverse such a scenario, although with a milder intensity. The genetic-based study suggests that anthropogenic changes in landscapes may strongly affect the population dynamics of species with 'weedy' traits.
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Affiliation(s)
- Cleber Juliano Neves Chaves
- Programa de Pós-Graduação em Ecologia e Biodiversidade, Instituto de Biociências, Universidade Estadual Paulista, Rio Claro, 13506-900, Brazil.
- Departamento de Biologia Vegetal, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, 13083-862, Brazil.
| | - Bárbara Simões Santos Leal
- Programa de Pós-Graduação em Ecologia e Biodiversidade, Instituto de Biociências, Universidade Estadual Paulista, Rio Claro, 13506-900, Brazil
- Departamento de Biologia Vegetal, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, 13083-862, Brazil
| | - Davi Rodrigo Rossatto
- Departamento de Biologia, Universidade Estadual Paulista, Jaboticabal, 14884-900, Brazil
| | - Uta Berger
- Institute of Forest Growth and Computer Sciences, Technische Universität Dresden, 01737, Tharandt, Germany
| | - Clarisse Palma-Silva
- Departamento de Biologia Vegetal, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, 13083-862, Brazil
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Sudo MPS, Yesudasan R, Neik TX, Masilamany D, Jayaraj J, Teo SS, Rahman S, Song BK. The details are in the genome-wide SNPs: Fine scale evolution of the Malaysian weedy rice. Plant Sci 2021; 310:110985. [PMID: 34315600 DOI: 10.1016/j.plantsci.2021.110985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 05/24/2021] [Accepted: 06/24/2021] [Indexed: 06/13/2023]
Abstract
Weedy rice (Oryza spp.) is a major nuisance to rice farmers from all over the world. Although the emergence of weedy rice in East Malaysia on the island of Borneo is very recent, the threat to rice yield has reached an alarming stage. Using 47,027 genotyping-by-sequencing (GBS)-derived SNPs and candidate gene analysis of the plant architecture domestication gene TAC1, we assessed the genetic variations and evolutionary origin of weedy rice in East Malaysia. Our findings revealed two major evolutionary paths for genetically distinct weedy rice types. Whilst the cultivar-like weedy rice are very likely to be the weedy descendant of local coexisting cultivars, the wild-like weedy rice appeared to have arisen through two possible routes: (i) accidental introduction from Peninsular Malaysia weedy rice populations, and (ii) weedy descendants of coexisting cultivars. The outcome of our genetic analyses supports the notion that Sabah cultivars and Peninsular Malaysia weedy rice are the potential progenitors of Sabah weedy rice. Similar TAC1 haplotypes were shared between Malaysian cultivated and weedy rice populations, which further supported the findings of our GBS-SNP analyses. These different strains of weedy rice have convergently evolved shared traits, such as seeds shattering and open tillers. A comparison with our previous simple-sequence repeat-based population genetic analyses highlights the strength of genome-wide SNPs, including detection of admixtures and low-level introgression events. These findings could inform better strategic management for controlling the spread of weedy rice in the region.
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Affiliation(s)
- Maggie Pui San Sudo
- School of Science, Monash University Malaysia, 46150 Bandar Sunway, Selangor, Malaysia
| | - Rupini Yesudasan
- School of Science, Monash University Malaysia, 46150 Bandar Sunway, Selangor, Malaysia
| | - Ting Xiang Neik
- School of Science, Monash University Malaysia, 46150 Bandar Sunway, Selangor, Malaysia; School of Biological Sciences, University of Western Australia, Perth, Australia
| | - Dilipkumar Masilamany
- Rice Research Center, Malaysian Agricultural Research and Development Institute (MARDI), MARDI Seberang Perai, 13200 Kepala Batas, Pulau Pinang, Malaysia
| | - Jayasyaliny Jayaraj
- School of Science, Monash University Malaysia, 46150 Bandar Sunway, Selangor, Malaysia
| | - Su-Sin Teo
- Department of Agriculture, Sabah, Malaysia
| | - Sadequr Rahman
- School of Science, Monash University Malaysia, 46150 Bandar Sunway, Selangor, Malaysia; Monash University Malaysia Genomics Facility, Tropical Medicine and Biology Multidisciplinary Platform, 47500 Bandar Sunway, Selangor, Malaysia
| | - Beng-Kah Song
- School of Science, Monash University Malaysia, 46150 Bandar Sunway, Selangor, Malaysia; Monash University Malaysia Genomics Facility, Tropical Medicine and Biology Multidisciplinary Platform, 47500 Bandar Sunway, Selangor, Malaysia.
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Magalhães KX, da Silva RDF, Sawakuchi AO, Gonçalves AP, Gomes GFE, Muriel-Cunha J, Sabaj MH, de Sousa LM. Phylogeography of Baryancistrus xanthellus (Siluriformes: Loricariidae), a rheophilic catfish endemic to the Xingu River basin in eastern Amazonia. PLoS One 2021; 16:e0256677. [PMID: 34449827 PMCID: PMC8396747 DOI: 10.1371/journal.pone.0256677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Accepted: 08/12/2021] [Indexed: 11/22/2022] Open
Abstract
Baryancistrus xanthellus (Loricariidae) is an endemic fish species from the Xingu River basin with its life history in the shallow rapid waters flowing over bedrock substrates. In order to investigate the genetic diversity and demographic history of B. xanthellus we analyzed sequence data for one mitochondrial gene (Cyt b) and introns 1 and 5 of nuclear genes Prolactin (Prl) and Ribosomal Protein L3 (RPL3). The analyses contain 358 specimens of B. xanthellus from 39 localities distributed throughout its range. The number of genetically diverged groups was estimated using Bayesian inference on Cyt b haplotypes. Haplotype networks, AMOVA and pairwise fixation index was used to evaluate population structure and gene flow. Historical demography was inferred through neutrality tests and the Extended Bayesian Skyline Plot (EBSP) method. Five longitudinally distributed Cyt b haplogroups for B. xanthellus were identified in the Xingu River and its major tributaries, the Bacajá and Iriri. The demographic analysis suggests that rapids habitats have expanded in the Iriri and Lower Xingu rivers since 200 ka (thousand years) ago. This expansion is possibly related to an increase in water discharge as a consequence of higher rainfall across eastern Amazonia. Conversely, this climate shift also would have promoted zones of sediment trapping and reduction of rocky habitats in the Xingu River channel upstream of the Iriri River mouth. Populations of B. xanthellus showed strong genetic structure along the free-flowing river channels of the Xingu and its major tributaries, the Bacajá and Iriri. The recent impoundment of the Middle Xingu channel for the Belo Monte hydroelectric dam may isolate populations at the downstream limit of the species distribution. Therefore, future conservation plans must consider the genetic diversity of B. xanthellus throughout its range.
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Affiliation(s)
- Keila Xavier Magalhães
- Laboratório de Ictiologia de Altamira, Universidade Federal do Pará, Altamira, Pará, Brazil
| | | | | | - Alany Pedrosa Gonçalves
- Instituto Nacional de Pesquisa da Amazônia, INPA, Programa de Pós-Graduação em Biologia de Água Doce e Pesca Interior, Manaus, Amazonas, Brazil
| | | | - Janice Muriel-Cunha
- Instituto de Estudos Costeiros, Campus Bragança, Universidade Federal do Pará, Bragança, Pará, Brazil
| | - Mark H. Sabaj
- Department of Ichthyology, The Academy of Natural Sciences of Drexel University, Philadelphia, PA, United States of America
| | - Leandro Melo de Sousa
- Laboratório de Ictiologia de Altamira, Universidade Federal do Pará, Altamira, Pará, Brazil
- * E-mail:
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9
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Ruan X, Wang Z, Su Y, Wang T. Population Genomics Reveals Gene Flow and Adaptive Signature in Invasive Weed Mikania micrantha. Genes (Basel) 2021; 12:1279. [PMID: 34440453 PMCID: PMC8394975 DOI: 10.3390/genes12081279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 08/15/2021] [Accepted: 08/18/2021] [Indexed: 11/28/2022] Open
Abstract
A long-standing and unresolved issue in invasion biology concerns the rapid adaptation of invaders to nonindigenous environments. Mikania micrantha is a notorious invasive weed that causes substantial economic losses and negative ecological consequences in southern China. However, the contributions of gene flow, environmental variables, and functional genes, all generally recognized as important factors driving invasive success, to its successful invasion of southern China are not fully understood. Here, we utilized a genotyping-by-sequencing approach to sequence 306 M. micrantha individuals from 21 invasive populations. Based on the obtained genome-wide single nucleotide polymorphism (SNP) data, we observed that all the populations possessed similar high levels of genetic diversity that were not constrained by longitude and latitude. Mikania micrantha was introduced multiple times and subsequently experienced rapid-range expansion with recurrent high gene flow. Using FST outliers, a latent factor mixed model, and the Bayesian method, we identified 38 outlier SNPs associated with environmental variables. The analysis of these outlier SNPs revealed that soil composition, temperature, precipitation, and ecological variables were important determinants affecting the invasive adaptation of M. micrantha. Candidate genes with outlier signatures were related to abiotic stress response. Gene family clustering analysis revealed 683 gene families unique to M. micrantha which may have significant implications for the growth, metabolism, and defense responses of M. micrantha. Forty-one genes showing significant positive selection signatures were identified. These genes mainly function in binding, DNA replication and repair, signature transduction, transcription, and cellular components. Collectively, these findings highlight the contribution of gene flow to the invasion and spread of M. micrantha and indicate the roles of adaptive loci and functional genes in invasive adaptation.
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Affiliation(s)
- Xiaoxian Ruan
- School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China; (X.R.); (Z.W.)
| | - Zhen Wang
- School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China; (X.R.); (Z.W.)
| | - Yingjuan Su
- School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China; (X.R.); (Z.W.)
- Research Institute of Sun Yat-sen University in Shenzhen, Shenzhen 518057, China
| | - Ting Wang
- College of Life Sciences, South China Agricultural University, Guangzhou 510641, China
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10
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Jiménez-Ramírez A, Grivet D, Robledo-Arnuncio JJ. Measuring recent effective gene flow among large populations in Pinus sylvestris: Local pollen shedding does not preclude substantial long-distance pollen immigration. PLoS One 2021; 16:e0255776. [PMID: 34388195 PMCID: PMC8362938 DOI: 10.1371/journal.pone.0255776] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 07/26/2021] [Indexed: 11/18/2022] Open
Abstract
The estimation of recent gene flow rates among vast and often weakly genetically differentiated tree populations remains a great challenge. Yet, empirical information would help understanding the interaction between gene flow and local adaptation in present-day non-equilibrium forests. We investigate here recent gene flow rates between two large native Scots pine (Pinus sylvestris L.) populations in central Iberian Peninsula (Spain), which grow on contrasting edaphic conditions six kilometers apart from each other and show substantial quantitative trait divergence in common garden experiments. Using a sample of 1,200 adult and offspring chloroplast-microsatellite haplotypes and a Bayesian inference model, we estimated substantial male gametic gene flow rates (8 and 21%) between the two natural populations, and even greater estimated immigration rates (42 and 64%) from nearby plantations into the two natural populations. Our results suggest that local pollen shedding within large tree populations does not preclude long-distance pollen immigration from large external sources, supporting the role of gene flow as a homogenizing evolutionary force contributing to low molecular genetic differentiation among populations of widely distributed wind-pollinated species. Our results also indicate the high potential for reproductive connectivity in large fragmented populations of wind-pollinated trees, and draw attention to a potential scenario of adaptive genetic divergence in quantitative traits under high gene flow.
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Affiliation(s)
- Azucena Jiménez-Ramírez
- Department of Forest Ecology & Genetics, Forest Research Center (INIA, CSIC), Madrid, Spain
- Department of Genetics, Faculty of Biological Sciences, Complutense University of Madrid, Madrid, Spain
- * E-mail: (JJRA); (AJR)
| | - Delphine Grivet
- Department of Forest Ecology & Genetics, Forest Research Center (INIA, CSIC), Madrid, Spain
| | - Juan José Robledo-Arnuncio
- Department of Forest Ecology & Genetics, Forest Research Center (INIA, CSIC), Madrid, Spain
- * E-mail: (JJRA); (AJR)
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11
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Villacis-Perez E, Snoeck S, Kurlovs AH, Clark RM, Breeuwer JAJ, Van Leeuwen T. Adaptive divergence and post-zygotic barriers to gene flow between sympatric populations of a herbivorous mite. Commun Biol 2021; 4:853. [PMID: 34244609 PMCID: PMC8270941 DOI: 10.1038/s42003-021-02380-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 06/21/2021] [Indexed: 02/06/2023] Open
Abstract
Plant-herbivore interactions promote the generation and maintenance of both plant and herbivore biodiversity. The antagonistic interactions between plants and herbivores lead to host race formation: the evolution of herbivore types specializing on different plant species, with restricted gene flow between them. Understanding how ecological specialization promotes host race formation usually depends on artificial approaches, using laboratory experiments on populations associated with agricultural crops. However, evidence on how host races are formed and maintained in a natural setting remains scarce. Here, we take a multidisciplinary approach to understand whether populations of the generalist spider mite Tetranychus urticae form host races in nature. We demonstrate that a host race co-occurs among generalist conspecifics in the dune ecosystem of The Netherlands. Extensive field sampling and genotyping of individuals over three consecutive years showed a clear pattern of host associations. Genome-wide differences between the host race and generalist conspecifics were found using a dense set of SNPs on field-derived iso-female lines and previously sequenced genomes of T. urticae. Hybridization between lines of the host race and sympatric generalist lines is restricted by post-zygotic breakdown, and selection negatively impacts the survival of generalists on the native host of the host race. Our description of a host race among conspecifics with a larger diet breadth shows how ecological and reproductive isolation aid in maintaining intra-specific variation in sympatry, despite the opportunity for homogenization through gene flow. Our findings highlight the importance of explicitly considering the spatial and temporal scale on which plant-herbivore interactions occur in order to identify herbivore populations associated with different plant species in nature. This system can be used to study the underlying genetic architecture and mechanisms that facilitate the use of a large range of host plant taxa by extreme generalist herbivores. In addition, it offers the chance to investigate the prevalence and mechanisms of ecological specialization in nature.
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Affiliation(s)
- Ernesto Villacis-Perez
- Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Amsterdam, Netherlands.
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Gent, Belgium.
| | - Simon Snoeck
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Gent, Belgium
- Department of Biology, University of Washington, Seattle, USA
| | - Andre H Kurlovs
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Gent, Belgium
| | - Richard M Clark
- School of Biological Sciences and Henry Eyring Center for Cell and Genome Science, University of Utah, Salt Lake City, UT, USA
| | - Johannes A J Breeuwer
- Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Amsterdam, Netherlands.
| | - Thomas Van Leeuwen
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Gent, Belgium.
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Esquerré D, Donnellan SC, Pavón-Vázquez CJ, Fenker J, Keogh JS. Phylogeography, historical demography and systematics of the world's smallest pythons (Pythonidae, Antaresia). Mol Phylogenet Evol 2021; 161:107181. [PMID: 33892100 DOI: 10.1016/j.ympev.2021.107181] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 04/06/2021] [Accepted: 04/15/2021] [Indexed: 11/18/2022]
Abstract
Advances from empirical studies in phylogeography, systematics and species delimitation highlight the importance of integrative approaches for quantifying taxonomic diversity. Genomic data have greatly improved our ability to discern both systematic diversity and evolutionary history. Here we combine analyses of mitochondrial DNA sequences, thousands of genome-wide SNPs and linear and geometric morphometrics on Antaresia, a clade of four currently recognised dwarf pythons from Australia and New Guinea (Antaresia childreni, A. stimsoni, A. maculosa and A. perthensis). Our integrative analyses of phylogenetics, population structure, species delimitation, historical demography and morphometrics revealed that the true evolutionary diversity is not well reflected in the current appraisal of the diversity of the group. We find that Antaresia childreni and A. stimsoni comprise a widespread network of populations connected by gene flow and without evidence of species-level divergence among them. However, A. maculosa shows considerable genetic structuring which leads us to recognise two subspecies in northeastern Australia and a new species in Torres Strait and New Guinea. These two contrasting cases of over and under estimation of diversity, respectively, illustrate the power of thorough integrative approaches into understanding evolution of biodiversity. Furthermore, our analyses of historical demographic patterns highlight the importance of the Kimberley, Pilbara and Cape York as origins of biodiversity in Australia.
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Affiliation(s)
- Damien Esquerré
- Division of Ecology and Evolution, Research School of Biology, The Australian National University, Canberra, ACT 0200, Australia.
| | | | - Carlos J Pavón-Vázquez
- Division of Ecology and Evolution, Research School of Biology, The Australian National University, Canberra, ACT 0200, Australia
| | - Jéssica Fenker
- Division of Ecology and Evolution, Research School of Biology, The Australian National University, Canberra, ACT 0200, Australia
| | - J Scott Keogh
- Division of Ecology and Evolution, Research School of Biology, The Australian National University, Canberra, ACT 0200, Australia
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13
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Yun SA, Kim SC. Genetic diversity and structure of Saussurea polylepis (Asteraceae) on continental islands of Korea: Implications for conservation strategies and management. PLoS One 2021; 16:e0249752. [PMID: 33831066 PMCID: PMC8031399 DOI: 10.1371/journal.pone.0249752] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2020] [Accepted: 03/24/2021] [Indexed: 11/24/2022] Open
Abstract
Saussurea polylepis Nakai is an herbaceous perennial endemic to Korea and is highly restricted to several continental islands in the southwestern part of the Korean Peninsula. Given its very narrow geographical distribution, it is more vulnerable to anthropogenic activities and global climate changes than more widely distributed species. Despite the need for comprehensive genetic information for conservation and management, no such population genetic studies of S. polylepis have been conducted. In this study, genetic diversity and population structure were evaluated for 97 individuals from 5 populations (Gwanmaedo, Gageodo, Hongdo, Heusando, and Uido) using 19 polymorphic microsatellites. The populations were separated by a distance of 20–90 km. We found moderate levels of genetic diversity in S. polylepis (Ho = 0.42, He = 0.43). This may be due to long lifespans, outcrossing, and gene flow, despite its narrow range. High levels of gene flow (Nm = 1.76, mean Fst = 0.09), especially from wind-dispersed seeds, would contribute to low levels of genetic differentiation among populations. However, the small population size and reduced number of individuals in the reproductive phase of S. polylepis can be a major threat leading to inbreeding depression and genetic diversity loss. Bayesian cluster analysis revealed three significant structures at K = 3, consistent with DAPC and UPGMA. It is thought that sea level rise after the last glacial maximum may have acted as a geographical barrier, limiting the gene flow that would lead to distinct population structures. We proposed the Heuksando population, which is the largest island inhabited by S. polylepis, as a source population because of its large population size and high genetic diversity. Four management units (Gwanmaedo, Gageodo, Hongdo-Heuksando, and Uido) were suggested for conservation considering population size, genetic diversity, population structure, unique alleles, and geographical location (e.g., proximity).
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Affiliation(s)
- Seon A. Yun
- Department of Biological Sciences, Sungkyunkwan University, Suwon, Gyeonggi-do, Korea
| | - Seung-Chul Kim
- Department of Biological Sciences, Sungkyunkwan University, Suwon, Gyeonggi-do, Korea
- * E-mail: ,
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14
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Riccioni C, Belfiori B, Sileoni V, Marconi O, Perretti G, Bellucci M, Rubini A. High genetic and chemical diversity of wild hop populations from Central Italy with signals of a genetic structure influenced by both sexual and asexual reproduction. Plant Sci 2021; 304:110794. [PMID: 33568295 DOI: 10.1016/j.plantsci.2020.110794] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 12/04/2020] [Accepted: 12/07/2020] [Indexed: 06/12/2023]
Abstract
In order to investigate the intraspecific diversity of wild Humulus lupulus (hop) in Central Italy, 12 populations were evaluated for their genetic polymorphism by means of 13 SSR loci together with six commercial cultivars as a reference. High levels of polymorphism were found across the populations, being 140 the number of multilocus genotypes over 159 samples analyzed. Moreover, the observed heterozygosity was higher than expected in most of the populations. High levels of gene flow were thus envisaged to occur within and among wild populations, and our sampling strategy allowed us to gain insights on the propagation modes of this species, i.e. clonal versus sexual propagation. Nevertheless, a genetic structure of populations with at least five genetically different clusters was disclosed. Private alleles were observed in both wild and cultivated hops. Chemical analysis of bittering and aromatic quality of female flowers from a subset of 8 wild populations revealed a high variability among plants, especially for essential oil components. Overall, the high variability of wild accessions here examined represent a valid source to be exploited in future breeding programs for new or improved hop cultivars development.
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Affiliation(s)
- Claudia Riccioni
- National Research Council, Institute of Biosciences and Bioresources, Division of Perugia, Via della Madonna Alta 130, Perugia, 06128, Italy.
| | - Beatrice Belfiori
- National Research Council, Institute of Biosciences and Bioresources, Division of Perugia, Via della Madonna Alta 130, Perugia, 06128, Italy.
| | - Valeria Sileoni
- Universitas Mercatorum, Piazza Mattei 10, Roma, 00186, Italy.
| | - Ombretta Marconi
- University of Perugia, Italian Brewing Research Centre, Via San Costanzo s.n.c., Perugia, 06126, Italy.
| | - Giuseppe Perretti
- University of Perugia, Italian Brewing Research Centre, Via San Costanzo s.n.c., Perugia, 06126, Italy.
| | - Michele Bellucci
- National Research Council, Institute of Biosciences and Bioresources, Division of Perugia, Via della Madonna Alta 130, Perugia, 06128, Italy.
| | - Andrea Rubini
- National Research Council, Institute of Biosciences and Bioresources, Division of Perugia, Via della Madonna Alta 130, Perugia, 06128, Italy.
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15
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Pang H, Chen Q, Li Y, Wang Z, Wu L, Yang Q, Zheng X. Comparative analysis of the transcriptomes of two rice subspecies during domestication. Sci Rep 2021; 11:3660. [PMID: 33574456 PMCID: PMC7878495 DOI: 10.1038/s41598-021-83162-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Accepted: 01/28/2021] [Indexed: 11/11/2022] Open
Abstract
Two subspecies of rice, Oryza sativa ssp. indica and O. sativa ssp. japonica, with reproductive isolation and differences in morphology and phenotypic differences, were established during the process of rice domestication. To understand how domestication has changed the transcriptomes of the two rice subspecies and given rise to the phenotypic differences, we obtained approximately 700 Gb RNA-Seq data from 26 indica and 25 japonica accessions, and identified 97,005 transcribed fragments and 4579 novel transcriptionally active regions. The two rice subspecies had significantly different gene expression profiles, we identified 1,357 (3.3% in all genes) differentially expressed genes (DEGs) between indica and japonica rice. Combining existing gene function studies, it is found that some of these differential genes are related to the differentiation of the two subspecies, such as grain shape and cold tolerance, etc. Functional annotation of these DEGs indicates that they are involved in cell wall biosynthesis and reproductive processes. Furthermore, compared with the non-DEGs, the DEGs from both subspecies had more 5'flanking regions with low polymorphism to divergence ratios, indicating a stronger positive selection pressure on the regulation of the DEGs. This study improves our understanding of the rice genome by comparatively analyzing the transcriptomes of indica and japonica rice and identifies DEGs those may be responsible for the reproductive isolation and phenotypic differences between the two rice subspecies.
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Affiliation(s)
- Hongbo Pang
- College of Life Science, Shenyang Normal University, Shenyang, 110034, China
| | - Qiang Chen
- Experimental Teaching Center, Shenyang Normal University, Shenyang, 110034, China
| | - Yueying Li
- College of Life Science, Shenyang Normal University, Shenyang, 110034, China
| | - Ze Wang
- College of Life Science, Shenyang Normal University, Shenyang, 110034, China
| | - Longkun Wu
- College of Life Science, Shenyang Normal University, Shenyang, 110034, China
| | - Qingwen Yang
- Center for Crop Germplasm Resources, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Xiaoming Zheng
- Center for Crop Germplasm Resources, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.
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16
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Nsibo DL, Barnes I, Omondi DO, Dida MM, Berger DK. Population genetic structure and migration patterns of the maize pathogenic fungus, Cercospora zeina in East and Southern Africa. Fungal Genet Biol 2021; 149:103527. [PMID: 33524555 DOI: 10.1016/j.fgb.2021.103527] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 12/13/2020] [Accepted: 12/20/2020] [Indexed: 11/16/2022]
Abstract
Cercospora zeina is a causal pathogen of gray leaf spot (GLS) disease of maize in Africa. This fungal pathogen exhibits a high genetic diversity in South Africa. However, little is known about the pathogen's population structure in the rest of Africa. In this study, we aimed to assess the diversity and gene flow of the pathogen between major maize producing countries in East and Southern Africa (Kenya, Uganda, Zambia, Zimbabwe, and South Africa). A total of 964 single-spore isolates were made from GLS lesions and confirmed as C.zeina using PCR diagnostics. The other causal agent of GLS, Cercospora zeae-maydis, was absent. Genotyping all the C.zeina isolates with 11 microsatellite markers and a mating-type gene diagnostic revealed (i) high genetic diversity with some population structure between the five African countries, (ii) cryptic sexual recombination, (iii) that South Africa and Kenya were the greatest donors of migrants, and (iv) that Zambia had a distinct population. We noted evidence of human-mediated long-distance dispersal, since four haplotypes from one South African site were also present at five sites in Kenya and Uganda. There was no evidence for a single-entry point of the pathogen into Africa. South Africa was the most probable origin of the populations in Kenya, Uganda, and Zimbabwe. Continuous annual maize production in the tropics (Kenya and Uganda) did not result in greater genetic diversity than a single maize season (Southern Africa). Our results will underpin future management of GLS in Africa through effective monitoring of virulent C.zeina strains.
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Affiliation(s)
- David L Nsibo
- Department of Plant and Soil Sciences, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, South Africa
| | - Irene Barnes
- Department of Biochemistry, Genetics and Microbiology, FABI, University of Pretoria, South Africa
| | | | | | - Dave K Berger
- Department of Plant and Soil Sciences, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, South Africa.
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17
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Gwee CY, Garg KM, Chattopadhyay B, Sadanandan KR, Prawiradilaga DM, Irestedt M, Lei F, Bloch LM, Lee JGH, Irham M, Haryoko T, Soh MCK, Peh KSH, Rowe KMC, Ferasyi TR, Wu S, Wogan GOU, Bowie RCK, Rheindt FE. Phylogenomics of white-eyes, a 'great speciator', reveals Indonesian archipelago as the center of lineage diversity. eLife 2020; 9:e62765. [PMID: 33350381 PMCID: PMC7775107 DOI: 10.7554/elife.62765] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 12/21/2020] [Indexed: 01/09/2023] Open
Abstract
Archipelagoes serve as important 'natural laboratories' which facilitate the study of island radiations and contribute to the understanding of evolutionary processes. The white-eye genus Zosterops is a classical example of a 'great speciator', comprising c. 100 species from across the Old World, most of them insular. We achieved an extensive geographic DNA sampling of Zosterops by using historical specimens and recently collected samples. Using over 700 genome-wide loci in conjunction with coalescent species tree methods and gene flow detection approaches, we untangled the reticulated evolutionary history of Zosterops, which comprises three main clades centered in Indo-Africa, Asia, and Australasia, respectively. Genetic introgression between species permeates the Zosterops phylogeny, regardless of how distantly related species are. Crucially, we identified the Indonesian archipelago, and specifically Borneo, as the major center of diversity and the only area where all three main clades overlap, attesting to the evolutionary importance of this region.
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Affiliation(s)
- Chyi Yin Gwee
- National University of Singapore, Department of Biological SciencesSingaporeSingapore
| | - Kritika M Garg
- National University of Singapore, Department of Biological SciencesSingaporeSingapore
| | - Balaji Chattopadhyay
- National University of Singapore, Department of Biological SciencesSingaporeSingapore
| | - Keren R Sadanandan
- National University of Singapore, Department of Biological SciencesSingaporeSingapore
- Max Planck Institute for OrnithologySeewiesenGermany
| | - Dewi M Prawiradilaga
- Division of Zoology, Research Center for Biology, Indonesian Institute of Sciences (LIPI), Cibinong Science CenterCibinongIndonesia
| | - Martin Irestedt
- Department of Bioinformatics and Genetics, Swedish Museum of Natural HistoryStockholmSweden
| | - Fumin Lei
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of SciencesBeijingChina
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of SciencesKunmingChina
| | - Luke M Bloch
- Museum of Vertebrate Zoology and Department of Integrative Biology, University of California, BerkeleyBerkeleyUnited States
| | | | - Mohammad Irham
- Division of Zoology, Research Center for Biology, Indonesian Institute of Sciences (LIPI), Cibinong Science CenterCibinongIndonesia
| | - Tri Haryoko
- Division of Zoology, Research Center for Biology, Indonesian Institute of Sciences (LIPI), Cibinong Science CenterCibinongIndonesia
| | - Malcolm CK Soh
- University of Western Australia, School of Biological SciencesPerthAustralia
| | - Kelvin S-H Peh
- University of Southampton, School of Biological Sciences, UniversitySouthamptonUnited Kingdom
| | - Karen MC Rowe
- Sciences Department, Museums VictoriaMelbourneAustralia
| | - Teuku Reza Ferasyi
- Faculty of Veterinary Medicine, Universitas Syiah KualaDarussalamIndonesia
- Jiangsu Key Laboratory of Phylogenomics and Comparative Genomics, School of Life Sciences, Jiangsu Normal UniversityXuzhouChina
| | - Shaoyuan Wu
- Department of Biochemistry and Molecular Biology, 2011 Collaborative Innovation Center of Tianjin for Medical Epigenetics, Tianjin Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Tianjin Medical UniversityTianjinChina
- Center for Tropical Veterinary Studies – One Health Collaboration Center, Universitas Syiah KualaDarussalamIndonesia
| | - Guinevere OU Wogan
- Museum of Vertebrate Zoology and Department of Environmental Science, Policy, and Management, University of California, BerkeleyBerkeleyUnited States
| | - Rauri CK Bowie
- Museum of Vertebrate Zoology and Department of Integrative Biology, University of California, BerkeleyBerkeleyUnited States
| | - Frank E Rheindt
- National University of Singapore, Department of Biological SciencesSingaporeSingapore
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Smolinský R, Baláž V, Nürnberger B. Tadpoles of hybridising fire-bellied toads (B. bombina and B. variegata) differ in their susceptibility to predation. PLoS One 2020; 15:e0231804. [PMID: 33285552 PMCID: PMC7721483 DOI: 10.1371/journal.pone.0231804] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Accepted: 11/17/2020] [Indexed: 12/02/2022] Open
Abstract
The role of adaptive divergence in the formation of new species has been the subject of much recent debate. The most direct evidence comes from traits that can be shown to have diverged under natural selection and that now contribute to reproductive isolation. Here, we investigate differential adaptation of two fire-bellied toads (Anura, Bombinatoridae) to two types of aquatic habitat. Bombina bombina and B. variegata are two anciently diverged taxa that now reproduce in predator-rich ponds and ephemeral aquatic sites, respectively. Nevertheless, they hybridise extensively wherever their distribution ranges adjoin. We show in laboratory experiments that, as expected, B. variegata tadpoles are at relatively greater risk of predation from dragonfly larvae, even when they display a predator-induced phenotype. These tadpoles spent relatively more time swimming and so prompted more attacks from the visually hunting predators. We argue in the discussion that genomic regions linked to high activity in B. variegata should be barred from introgression into the B. bombina gene pool and thus contribute to gene flow barriers that keep the two taxa from merging into one.
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Affiliation(s)
- Radovan Smolinský
- Research Facility Studenec, Institute of Vertebrate Biology, Czech Academy of Sciences, Brno, Czech Republic
| | - Vojtech Baláž
- Faculty of Veterinary Hygiene and Ecology, University of Veterinary and Pharmaceutical Sciences, Brno, Czech Republic
| | - Beate Nürnberger
- Research Facility Studenec, Institute of Vertebrate Biology, Czech Academy of Sciences, Brno, Czech Republic
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Qin C, Guo Y, Wu J, Wang L, Traw MB, Zhang Y. Comparative population genomic analysis provides insights into breeding of modern indica rice in China. Gene 2020; 768:145303. [PMID: 33181256 DOI: 10.1016/j.gene.2020.145303] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 09/26/2020] [Accepted: 11/04/2020] [Indexed: 11/17/2022]
Abstract
Comparative genomic analysis within Asian cultivated rice (Oryza sativa L.) populations has greatly enriched our knowledge regarding rice domestication and the divergence of the indica and japonica subspecies, while study on genomic regions associated with improvement within the indica subspecies is still limited. Here, through combined investigation of 2,429 indica cultivar genomes from public sequencing projects, we depict the improvement of modern indica rice in China. We identify three subgroups within indica populations: two geographically distinct, historical subgroups indica I (Ind_I) and indica III (Ind_III) and a modern subgroup indica II (Ind_II). The modern indica subgroup Ind_II shows admixture of the other two subgroups and enrichment of alleles that had been low-frequency in the other two subgroups. The Chinese indica cultivars exhibit a strong subgroup component change from Ind_I to Ind_II in the 1980s. Through haplotype-based comparative analysis, we detect 187 regions associated with separation of Ind_II compared to Ind_I or Ind_III. Within those regions we find strong representation of beneficial agricultural production-related alleles in Ind_II and a positive correlation between grain yield and number of differentiated haplotypes. Phenotypic features of long and slender grain, small tiller angle and decreased flowering time were detected for Ind_II. Through haplotype-based comparative analysis between rice subpopulations and subspecies, we find differentiated haplotypes not only from indica itself but also from japonica and aus, suggesting that introgression from other rice sub-populations has substantially contributed to modern indica rice breeds. These results help clarify the evolutionary landscape of modern indica rice in China and provide useful targets for future improvement.
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Affiliation(s)
- Chao Qin
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Science, Nanjing University, Nanjing 210023, China
| | - Yanru Guo
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Science, Nanjing University, Nanjing 210023, China
| | - Jianzhuang Wu
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Science, Nanjing University, Nanjing 210023, China
| | - Long Wang
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Science, Nanjing University, Nanjing 210023, China
| | - Milton Brian Traw
- State Key Laboratory for Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China.
| | - Yanchun Zhang
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Science, Nanjing University, Nanjing 210023, China.
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Djuicy DD, Hearn J, Tchouakui M, Wondji MJ, Irving H, Okumu FO, Wondji CS. CYP6P9-Driven Signatures of Selective Sweep of Metabolic Resistance to Pyrethroids in the Malaria Vector Anopheles funestus Reveal Contemporary Barriers to Gene Flow. Genes (Basel) 2020; 11:E1314. [PMID: 33167550 PMCID: PMC7694540 DOI: 10.3390/genes11111314] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 10/24/2020] [Accepted: 10/31/2020] [Indexed: 11/16/2022] Open
Abstract
Pyrethroid resistance in major malaria vectors such as Anopheles funestus threatens malaria control efforts in Africa. Cytochrome P450-mediated metabolic resistance is best understood for CYP6P9 genes in southern Africa in An. funestus. However, we do not know if this resistance mechanism is spreading across Africa and how it relates to broader patterns of gene flow across the continent. Nucleotide diversity of the CYP6P9a gene and the diversity pattern of five gene fragments spanning a region of 120 kb around the CYP6P9a gene were surveyed in mosquitoes from southern, eastern and central Africa. These analyses revealed that a Cyp6P9a resistance-associated allele has swept through southern and eastern Africa and is now fixed in these regions. A similar diversity profile was observed when analysing genomic regions located 34 kb upstream to 86 kb downstream of the CYP6P9a locus, concordant with a selective sweep throughout the rp1 locus. We identify reduced gene flow between southern/eastern Africa and central Africa, which we hypothesise is due to the Great Rift Valley. These potential barriers to gene flow are likely to prevent or slow the spread of CYP6P9-based resistance mechanism to other parts of Africa and would to be considered in future vector control interventions such as gene drive.
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Affiliation(s)
- Delia Doreen Djuicy
- LSTM Research Unit, Centre for Research in Infectious Diseases (CRID), P.O. Box 13591 Yaoundé, Cameroon; (M.T.); (M.J.W.)
| | - Jack Hearn
- Department of Vector Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool L3 5QA, UK; (J.H.); (H.I.)
| | - Magellan Tchouakui
- LSTM Research Unit, Centre for Research in Infectious Diseases (CRID), P.O. Box 13591 Yaoundé, Cameroon; (M.T.); (M.J.W.)
| | - Murielle J. Wondji
- LSTM Research Unit, Centre for Research in Infectious Diseases (CRID), P.O. Box 13591 Yaoundé, Cameroon; (M.T.); (M.J.W.)
- Department of Vector Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool L3 5QA, UK; (J.H.); (H.I.)
| | - Helen Irving
- Department of Vector Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool L3 5QA, UK; (J.H.); (H.I.)
| | - Fredros O. Okumu
- Environmental Health and Ecological Sciences Department, Ifakara Health Institute, PO Box 53 Ifakara 67501, Tanzania;
| | - Charles S. Wondji
- LSTM Research Unit, Centre for Research in Infectious Diseases (CRID), P.O. Box 13591 Yaoundé, Cameroon; (M.T.); (M.J.W.)
- Department of Vector Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool L3 5QA, UK; (J.H.); (H.I.)
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21
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Stakheev VV, Makhotkin MA, Grigoryeva OO, Kornienko SA, Makarikov AA, Panasjuk NV, Orlov VN. First Data on the Contact Zone and Hybridization between the Cryptic Species of Shrews Sorex araneus and S. satunini (Eulipotyphla, Mammalia). Dokl Biol Sci 2020; 494:251-254. [PMID: 33083884 DOI: 10.1134/s0012496620050099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 05/27/2020] [Accepted: 05/28/2020] [Indexed: 06/11/2023]
Abstract
For the first time, based on sequence variation of microsatellite loci and the mtDNA cytb gene fragment, population genetic structure of the common shrew and Caucasian shrew in their contact zone was investigated. It was demonstrated that, although there was no complete reproductive isolation between the species under consideration, the gene flow was considerably limited. These data testify to the established reliable reproductive barriers between the common shrew and Caucasian shrew.
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Affiliation(s)
- V V Stakheev
- The Southern Scientific Centre of the Russian Academy of Sciences, 344006, Rostov-on-Don, Russia.
| | - M A Makhotkin
- The Southern Scientific Centre of the Russian Academy of Sciences, 344006, Rostov-on-Don, Russia
| | - O O Grigoryeva
- Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, 119071, Moscow, Russia
| | - S A Kornienko
- Institute of Systematics and Ecology of Animals, Siberian Branch, Russian Academy of Sciences, 630091, Novosibirsk, Russia
| | - A A Makarikov
- Institute of Systematics and Ecology of Animals, Siberian Branch, Russian Academy of Sciences, 630091, Novosibirsk, Russia
| | - N V Panasjuk
- The Southern Scientific Centre of the Russian Academy of Sciences, 344006, Rostov-on-Don, Russia
| | - V N Orlov
- Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, 119071, Moscow, Russia
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Marotti I, Whittaker A, Benedettelli S, Dinelli G, Bosi S. Evaluation of the propensity of interspecific hybridization between oilseed rape (Brassica napus L.) to wild-growing black mustard (Brassica nigra L.) displaying mixoploidy. Plant Sci 2020; 296:110493. [PMID: 32540012 DOI: 10.1016/j.plantsci.2020.110493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 03/23/2020] [Accepted: 03/28/2020] [Indexed: 06/11/2023]
Abstract
Potential gene flow from transgenic Brassica napus to widely-distributed, cross-compatible weedy relatives has received significant attention. All previous, albeit scarce, research has shown little to no success in producing viable F1 hybrids between B. napus (n = 38) and B. nigra (n = 16). The present study tested the working premise that the propensity for interspecific hybridization is significantly higher between B. napus and wild-growing, B. nigra displaying mixoploidy (n = 32). Controlled hybridization was performed using local, wild-growing B. nigra (♀) x transgenic (Bt Cry1Ac) B. napus (♂). Spontaneous hybridization was performed using the same B. nigra (♀) population x non-transgenic B. napus (♂) under sympatric open-field and greenhouse conditions. The total hybridization frequency, determined by the functional expression of the Bt Cry1Ac endotoxin, was 1.8 % of the F1 hybrids (n = 35). Gene flow from non-transgenic B. napus to B. nigra ranged from 4 to 29 % in F1 hybrids, with combined wind- and wild-insect-mediated pollen dispersal being the most effective. Successful interspecific hybridization is significantly enhanced using mixoploid B. nigra progenitor material. Gene flow rates in F1 hybrids were equivalent to those previously reported between B. napus with B. rapa and B. juncea, respectively, which are at the forefront of risk assessment concerns.
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Affiliation(s)
- Ilaria Marotti
- Department of Agricultural and Food Sciences, University of Bologna, Bologna, Italy.
| | - Anne Whittaker
- Department of Agricultural, Food, Environmental and Forestry Science and Technology, University of Firenze, Italy
| | - Stefano Benedettelli
- Department of Agricultural, Food, Environmental and Forestry Science and Technology, University of Firenze, Italy
| | - Giovanni Dinelli
- Department of Agricultural and Food Sciences, University of Bologna, Bologna, Italy
| | - Sara Bosi
- Department of Agricultural and Food Sciences, University of Bologna, Bologna, Italy
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23
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Nakatsuka N, Lazaridis I, Barbieri C, Skoglund P, Rohland N, Mallick S, Posth C, Harkins-Kinkaid K, Ferry M, Harney É, Michel M, Stewardson K, Novak-Forst J, Capriles JM, Durruty MA, Álvarez KA, Beresford-Jones D, Burger R, Cadwallader L, Fujita R, Isla J, Lau G, Aguirre CL, LeBlanc S, Maldonado SC, Meddens F, Messineo PG, Culleton BJ, Harper TK, Quilter J, Politis G, Rademaker K, Reindel M, Rivera M, Salazar L, Sandoval JR, Santoro CM, Scheifler N, Standen V, Barreto MI, Espinoza IF, Tomasto-Cagigao E, Valverde G, Kennett DJ, Cooper A, Krause J, Haak W, Llamas B, Reich D, Fehren-Schmitz L. A Paleogenomic Reconstruction of the Deep Population History of the Andes. Cell 2020; 181:1131-1145.e21. [PMID: 32386546 PMCID: PMC7304944 DOI: 10.1016/j.cell.2020.04.015] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 01/11/2020] [Accepted: 04/13/2020] [Indexed: 02/03/2023]
Abstract
There are many unanswered questions about the population history of the Central and South Central Andes, particularly regarding the impact of large-scale societies, such as the Moche, Wari, Tiwanaku, and Inca. We assembled genome-wide data on 89 individuals dating from ∼9,000-500 years ago (BP), with a particular focus on the period of the rise and fall of state societies. Today's genetic structure began to develop by 5,800 BP, followed by bi-directional gene flow between the North and South Highlands, and between the Highlands and Coast. We detect minimal admixture among neighboring groups between ∼2,000-500 BP, although we do detect cosmopolitanism (people of diverse ancestries living side-by-side) in the heartlands of the Tiwanaku and Inca polities. We also highlight cases of long-range mobility connecting the Andes to Argentina and the Northwest Andes to the Amazon Basin. VIDEO ABSTRACT.
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Affiliation(s)
- Nathan Nakatsuka
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA; Harvard-MIT Division of Health Sciences and Technology, Boston, MA 02115, USA.
| | - Iosif Lazaridis
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Chiara Barbieri
- Max Planck Institute for the Science of Human History, Jena 07745, Germany; Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich 8057, Switzerland
| | | | - Nadin Rohland
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Swapan Mallick
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA; Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02446, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Cosimo Posth
- Max Planck Institute for the Science of Human History, Jena 07745, Germany
| | | | - Matthew Ferry
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA; Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02446, USA
| | - Éadaoin Harney
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA; Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02446, USA
| | - Megan Michel
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA; Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02446, USA
| | - Kristin Stewardson
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA; Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02446, USA
| | - Jannine Novak-Forst
- UCSC Paleogenomics, University of California, Santa Cruz, Santa Cruz, CA 95064, USA
| | - José M Capriles
- Department of Anthropology, The Pennsylvania State University, University Park, PA 16802, USA
| | - Marta Alfonso Durruty
- Department of Sociology, Anthropology and Social Work, Kansas State University, Manhattan, KS 66506, USA
| | | | - David Beresford-Jones
- McDonald Institute for Archaeological Research, University of Cambridge, Downing St., Cambridge, CB2 3ER, UK
| | - Richard Burger
- Department of Anthropology, Yale University, New Haven, CT 06511, USA
| | - Lauren Cadwallader
- Office of Scholarly Communication, Cambridge University Library, Cambridge CB3 9DR, UK
| | - Ricardo Fujita
- Centro de Genética y Biología Molecular, Facultdad de Medicina, Universidad de San Martín de Porres, Lima 15011, Peru
| | - Johny Isla
- Peruvian Ministry of Culture, DDC Ica, Directos of the Nasca-Palpa Management Plan, Calle Juan Matta 880, Nasca 11401, Peru
| | - George Lau
- Sainsbury Research Unit, University of East Anglia, Norwich Research Park, Norwich NR4 7TJ, UK
| | - Carlos Lémuz Aguirre
- Carrera de Arqueología, Universidad Mayor de San Andrés, Edificio Facultad de Ciencias Sociales 3er Piso, La Paz 1995, Bolivia
| | - Steven LeBlanc
- Harvard Peabody Museum, Harvard University, Cambridge, MA 02138, USA
| | - Sergio Calla Maldonado
- Carrera de Arqueología, Universidad Mayor de San Andrés, Edificio Facultad de Ciencias Sociales 3er Piso, La Paz 1995, Bolivia
| | - Frank Meddens
- School of Archaeology, Geography and Environmental Sciences, University of Reading, Reading, Berkshire, RG6 6AH, UK
| | - Pablo G Messineo
- INCUAPA-CONICET, Facultad de Ciencias Sociales, Universidad Nacional del Centro de la Provincia de Buenos Aires, Olavarría 7400, Argentina
| | - Brendan J Culleton
- Institutes for Energy and the Environment, The Pennsylvania State University, University Park, PA 16802, USA
| | - Thomas K Harper
- Department of Anthropology, The Pennsylvania State University, University Park, PA 16802, USA
| | - Jeffrey Quilter
- Harvard Peabody Museum, Harvard University, Cambridge, MA 02138, USA
| | - Gustavo Politis
- INCUAPA-CONICET, Facultad de Ciencias Sociales, Universidad Nacional del Centro de la Provincia de Buenos Aires, Olavarría 7400, Argentina
| | - Kurt Rademaker
- Department of Anthropology, Michigan State University, East Lansing, MI 48824, USA
| | - Markus Reindel
- Commission for Archaeology of Non-European Cultures, German Archaeological Institute, Berlin 14195, Germany
| | - Mario Rivera
- Universidad de Magallanes, Punta Arenas 6210427, Chile; Field Museum Natural History 1400 S Lake Shore Dr., Chicago, IL 60605, USA
| | - Lucy Salazar
- McDonald Institute for Archaeological Research, University of Cambridge, Downing St., Cambridge, CB2 3ER, UK
| | - José R Sandoval
- Centro de Genética y Biología Molecular, Facultdad de Medicina, Universidad de San Martín de Porres, Lima 15011, Peru
| | - Calogero M Santoro
- Instituto de Alta Investigation, Universidad de Tarapaca, Antafogasta 1520, Arica, 1000000, Chile
| | - Nahuel Scheifler
- INCUAPA-CONICET, Facultad de Ciencias Sociales, Universidad Nacional del Centro de la Provincia de Buenos Aires, Olavarría 7400, Argentina
| | - Vivien Standen
- Departamento de Antropología, Universidad de Tarapacá, Antafogasta 1520, Arica, 1000000, Chile
| | - Maria Ines Barreto
- Museo de Sitio Huaca Pucllana, Calle General Borgoño, Cuadra 8, Miraflores, Lima 18, Peru
| | - Isabel Flores Espinoza
- Museo de Sitio Huaca Pucllana, Calle General Borgoño, Cuadra 8, Miraflores, Lima 18, Peru
| | - Elsa Tomasto-Cagigao
- Department of Humanities, Pontifical Catholic University of Peru, San Miguel 15088, Peru
| | - Guido Valverde
- Australian Centre for Ancient DNA, School of Biological Sciences and The Environment Institute, Adelaide University, Adelaide, SA 5005, Australia
| | - Douglas J Kennett
- Institutes for Energy and the Environment, The Pennsylvania State University, University Park, PA 16802, USA; Department of Anthropology, The Pennsylvania State University, University Park, PA 16802, USA; Department of Anthropology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - Alan Cooper
- Australian Centre for Ancient DNA, School of Biological Sciences and The Environment Institute, Adelaide University, Adelaide, SA 5005, Australia
| | - Johannes Krause
- Max Planck Institute for the Science of Human History, Jena 07745, Germany
| | - Wolfgang Haak
- Max Planck Institute for the Science of Human History, Jena 07745, Germany
| | - Bastien Llamas
- Australian Centre for Ancient DNA, School of Biological Sciences and The Environment Institute, Adelaide University, Adelaide, SA 5005, Australia
| | - David Reich
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA; Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02446, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Human Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA.
| | - Lars Fehren-Schmitz
- UCSC Paleogenomics, University of California, Santa Cruz, Santa Cruz, CA 95064, USA; UCSC Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA 95064, USA.
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24
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Pagán JA, Veríssimo A, Sikkel PC, Xavier R. Hurricane-induced disturbance increases genetic diversity and population admixture of the direct-brooding isopod, Gnathia marleyi. Sci Rep 2020; 10:8649. [PMID: 32457295 PMCID: PMC7250855 DOI: 10.1038/s41598-020-64779-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 03/31/2020] [Indexed: 11/19/2022] Open
Abstract
Severe disturbances can substantially alter eco-evolutionary processes and dynamics. While the impacts of catastrophic events on the biophysical attributes of communities are sometimes assessed, their effects on the genetic patterns of species remain poorly understood. To characterize how severe disturbances impact species at the molecular level, we examined the effects of the most energetic North Atlantic hurricane season in 50 years on the genetic diversity and structure of a dispersal-limited isopod, Gnathia marleyi. We sequenced a portion of the cytochrome oxidase I gene for 432 gnathiids, collected from six localities, ranging from western Puerto Rico to St John, US Virgin Islands. Importantly, multiple years of pre-hurricane sample collection allowed us to characterize temporal genetic patterns under undisturbed conditions and detect the changes subsequent to the 2017 hurricanes. Our results revealed no change to genetic diversity or structure for the years prior to the 2017 hurricanes, with genetic structure occurring at the local and regional levels, with three main clusters corresponding to Southwest Puerto Rico, East Puerto Rico, and the US Virgin Islands. However, directly following the 2017 hurricanes, genetic diversity increased at five of the six sampled localities. Additionally, we found a clear homogenizing effect prompted by increased shared genetic diversity among geographically distant regions and sites that resulted in substantially decreased among-region and among-site differentiation. Our work shows that severe disturbances caused by major tropical hurricanes facilitate gene-flow and increase overall genetic diversity and population admixture of dispersal limited coral reef species, potentially impacting the ecology and evolution of a key regional endemic.
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Affiliation(s)
- J Andrés Pagán
- CIBIO- Universidade do Porto, Centro de Investigção em Biodiversidade e Recursos Genéticos, Campus Agrário de Vairão, Rua Padre Armando Quintas, 4485-661, Vairão, Portugal
| | - Ana Veríssimo
- CIBIO- Universidade do Porto, Centro de Investigção em Biodiversidade e Recursos Genéticos, Campus Agrário de Vairão, Rua Padre Armando Quintas, 4485-661, Vairão, Portugal
| | - Paul C Sikkel
- Department of Biological Sciences and Environmental Sciences Program, Arkansas State University, PO Box 599, AR, 72467, State University, USA.
- Water Research Group, Unit for Environmental Sciences and Management, North-West University, Potchefstroom, South Africa.
| | - Raquel Xavier
- CIBIO- Universidade do Porto, Centro de Investigção em Biodiversidade e Recursos Genéticos, Campus Agrário de Vairão, Rua Padre Armando Quintas, 4485-661, Vairão, Portugal.
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25
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Wang K, Mathieson I, O’Connell J, Schiffels S. Tracking human population structure through time from whole genome sequences. PLoS Genet 2020; 16:e1008552. [PMID: 32150539 PMCID: PMC7082067 DOI: 10.1371/journal.pgen.1008552] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 03/19/2020] [Accepted: 12/04/2019] [Indexed: 11/18/2022] Open
Abstract
The genetic diversity of humans, like many species, has been shaped by a complex pattern of population separations followed by isolation and subsequent admixture. This pattern, reaching at least as far back as the appearance of our species in the paleontological record, has left its traces in our genomes. Reconstructing a population's history from these traces is a challenging problem. Here we present a novel approach based on the Multiple Sequentially Markovian Coalescent (MSMC) to analyze the separation history between populations. Our approach, called MSMC-IM, uses an improved implementation of the MSMC (MSMC2) to estimate coalescence rates within and across pairs of populations, and then fits a continuous Isolation-Migration model to these rates to obtain a time-dependent estimate of gene flow. We show, using simulations, that our method can identify complex demographic scenarios involving post-split admixture or archaic introgression. We apply MSMC-IM to whole genome sequences from 15 worldwide populations, tracking the process of human genetic diversification. We detect traces of extremely deep ancestry between some African populations, with around 1% of ancestry dating to divergences older than a million years ago.
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Affiliation(s)
- Ke Wang
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
| | - Iain Mathieson
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Jared O’Connell
- 23andMe Inc., Mountain View, California, United States of America
| | - Stephan Schiffels
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
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26
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Mirrahimi S, Gandon S. Evolution of Specialization in Heterogeneous Environments: Equilibrium Between Selection, Mutation and Migration. Genetics 2020; 214:479-491. [PMID: 31862866 PMCID: PMC7017023 DOI: 10.1534/genetics.119.302868] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Accepted: 11/06/2019] [Indexed: 02/02/2023] Open
Abstract
Adaptation in spatially heterogeneous environments results from the balance between local selection, mutation, and migration. We study the interplay among these different evolutionary forces and demography in a classical two-habitat scenario with asexual reproduction. We develop a new theoretical approach that goes beyond the Adaptive Dynamics framework, and allows us to explore the effect of high mutation rates on the stationary phenotypic distribution. We show that this approach improves the classical Gaussian approximation, and captures accurately the shape of this equilibrium phenotypic distribution in one- and two-population scenarios. We examine the evolutionary equilibrium under general conditions where demography and selection may be nonsymmetric between the two habitats. In particular, we show how migration may increase differentiation in a source-sink scenario. We discuss the implications of these analytic results for the adaptation of organisms with large mutation rates, such as RNA viruses.
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Affiliation(s)
- Sepideh Mirrahimi
- Institut de Mathématiques de Toulouse, UMR5219, Université de Toulouse, CNRS, UPS, IMT, 31062 Cedex 9, France
| | - Sylvain Gandon
- CEFE, Université de Montpellier, CNRS, EPHE, IRD, University Paul Valéry, 34293 Montpellier 3, France
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Kennedy JP, Preziosi RF, Rowntree JK, Feller IC. Is the central-marginal hypothesis a general rule? Evidence from three distributions of an expanding mangrove species, Avicennia germinans (L.) L. Mol Ecol 2020; 29:704-719. [PMID: 31990426 PMCID: PMC7065085 DOI: 10.1111/mec.15365] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Revised: 12/17/2019] [Accepted: 01/16/2020] [Indexed: 12/24/2022]
Abstract
The central-marginal hypothesis (CMH) posits that range margins exhibit less genetic diversity and greater inter-population genetic differentiation compared to range cores. CMH predictions are based on long-held "abundant-centre" assumptions of a decline in ecological conditions and abundances towards range margins. Although much empirical research has confirmed CMH, exceptions remain almost as common. We contend that mangroves provide a model system to test CMH that alleviates common confounding factors and may help clarify this lack of consensus. Here, we document changes in black mangrove (Avicennia germinans) population genetics with 12 nuclear microsatellite loci along three replicate coastlines in the United States (only two of three conform to underlying "abundant-centre" assumptions). We then test an implicit prediction of CMH (reduced genetic diversity may constrain adaptation at range margins) by measuring functional traits of leaves associated with cold tolerance, the climatic factor that controls these mangrove distributional limits. CMH predictions were confirmed only along the coastlines that conform to "abundant-centre" assumptions and, in contrast to theory, range margin A. germinans exhibited functional traits consistent with greater cold tolerance compared to range cores. These findings support previous accounts that CMH may not be a general rule across species and that reduced neutral genetic diversity at range margins may not be a constraint to shifts in functional trait variation along climatic gradients.
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Affiliation(s)
- John Paul Kennedy
- Smithsonian Marine StationSmithsonian InstitutionFort PierceFLUSA
- Department of Natural SciencesFaculty of Science and Engineering, Ecology and Environment Research CentreManchester Metropolitan UniversityManchesterUK
| | - Richard F. Preziosi
- Department of Natural SciencesFaculty of Science and Engineering, Ecology and Environment Research CentreManchester Metropolitan UniversityManchesterUK
| | - Jennifer K. Rowntree
- Department of Natural SciencesFaculty of Science and Engineering, Ecology and Environment Research CentreManchester Metropolitan UniversityManchesterUK
| | - Ilka C. Feller
- Smithsonian Environmental Research CenterSmithsonian InstitutionEdgewaterMDUSA
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Ericson HS, Fedorca A, Toderas I, Hegyeli Z, Plis K, Dykyy I, Jędrzejewska B, Ionescu G, Fedorca M, Iacolina L, Stronen AV. Genome-wide profiles indicate wolf population connectivity within the eastern Carpathian Mountains. Genetica 2019; 148:33-39. [PMID: 31873826 DOI: 10.1007/s10709-019-00083-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 12/17/2019] [Indexed: 11/26/2022]
Abstract
The Carpathian Mountains provide critical wildlife habitat in central Europe, and previous genome-wide studies have found western Carpathian Mountain wolves (Canis lupus) to be a separate population. Whereas differentiation to the north may be explained by a lowland-mountain transition and habitat fragmentation, the eastern Carpathian Mountains extending through Romania appear to offer continuous wildlife habitat southward. Our objective was to assess gene flow patterns and population connectivity among wolves in Romania, western Ukraine, and the Republic of Moldova. We sought to determine if the Carpathian Mountain region is best described by a north-south gradient in genetic profiles, or whether Romanian wolves show population structure with northern individuals clustering with western Ukraine. We genotyped 48 individuals with 170 000 single nucleotide polymorphism markers, and successful profiles from Romania (n = 27) and Moldova (n = 2) were merged with existing data from western Ukraine (n = 10). Expected heterozygosity was 0.234 (SE 0.001) for Romania and 0.229 (SE 0.001) for western Ukraine, whereas observed heterozygosity values were 0.230 (SE 0.001) versus 0.231 (SE 0.001). Population structure analyses with a maximum likelihood method supported K = 1 population, followed by K = 2 where Romania formed one cluster, and western Ukraine and Moldova formed another. Principal component analysis results were broadly consistent with K = 2. Pairwise FST between western Ukraine and Romania was 0.042 (p = 0.001). Our findings indicated weak population differentiation, and future research may clarify whether the spatial distribution of genetic diversity in the region is associated with environmental and ecological factors such as terrain ruggedness and the distribution of prey species.
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Affiliation(s)
- H S Ericson
- Department of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
| | - A Fedorca
- National Institute for Research and Development in Forestry "Marin Dracea", Brasov, Romania
- Transilvania University of Brasov, Brasov, Romania
| | - I Toderas
- Institute of Zoology, Moldova Academy of Sciences, Chisinau, Republic of Moldova
| | - Z Hegyeli
- "Milvus Group" Bird and Nature Protection Association, Târgu Mureș, Romania
| | - K Plis
- Mammal Research Institute Polish Academy of Sciences, Białowieża, Poland
| | - I Dykyy
- Department of Zoology, Biological Faculty, Ivan Franko National University of Lviv, Lviv, Ukraine
| | - B Jędrzejewska
- Mammal Research Institute Polish Academy of Sciences, Białowieża, Poland
| | - G Ionescu
- National Institute for Research and Development in Forestry "Marin Dracea", Brasov, Romania
- Transilvania University of Brasov, Brasov, Romania
| | - M Fedorca
- National Institute for Research and Development in Forestry "Marin Dracea", Brasov, Romania
- Transilvania University of Brasov, Brasov, Romania
| | - L Iacolina
- Department of Fisheries, Apiculture, Wildlife Management and Special Zoology, Faculty of Agriculture, University of Zagreb, Svetošimunska cesta 25, 10000, Zagreb, Croatia
| | - A V Stronen
- Department of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark.
- Department of Biotechnology and Life Sciences, Insubria University, Varese, Italy.
- Biology Department, Biotechnical Faculty, University of Ljubljana, Večna pot 111, 1000, Ljubljana, Slovenia.
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Chafin TK, Douglas MR, Martin BT, Douglas ME. Hybridization drives genetic erosion in sympatric desert fishes of western North America. Heredity (Edinb) 2019; 123:759-773. [PMID: 31431737 PMCID: PMC6834602 DOI: 10.1038/s41437-019-0259-2] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 07/24/2019] [Accepted: 07/30/2019] [Indexed: 01/26/2023] Open
Abstract
Many species have evolved or currently coexist in sympatry due to differential adaptation in a heterogeneous environment. However, anthropogenic habitat modifications can either disrupt reproductive barriers or obscure environmental conditions which underlie fitness gradients. In this study, we evaluated the potential for an anthropogenically-mediated shift in reproductive boundaries that separate two historically sympatric fish species (Gila cypha and G. robusta) endemic to the Colorado River Basin using ddRAD sequencing of 368 individuals. We first examined the integrity of reproductive isolation while in sympatry and allopatry, then characterized hybrid ancestries using genealogical assignment tests. We tested for localized erosion of reproductive isolation by comparing site-wise genomic clines against global patterns and identified a breakdown in the drainage-wide pattern of selection against interspecific heterozygotes. This, in turn, allowed for the formation of a hybrid swarm in one tributary, and asymmetric introgression where species co-occur. We also detected a weak but significant relationship between genetic purity and degree of consumptive water removal, suggesting a role for anthropogenic habitat modifications in undermining species boundaries or expanding historically limited introgression. In addition, results from basin-wide genomic clines suggested that hybrids and parental forms are adaptively nonequivalent. If so, then a failure to manage for hybridization will exacerbate the long-term extinction risk in parental populations. These results reinforce the role of anthropogenic habitat modification in promoting interspecific introgression in sympatric species by relaxing divergent selection. This, in turn, underscores a broader role for hybridization in decreasing global biodiversity within rapidly deteriorating environments.
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Affiliation(s)
- Tyler K Chafin
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR, 72701, USA.
| | - Marlis R Douglas
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR, 72701, USA
| | - Bradley T Martin
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR, 72701, USA
| | - Michael E Douglas
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR, 72701, USA
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Font-Porterias N, Arauna LR, Poveda A, Bianco E, Rebato E, Prata MJ, Calafell F, Comas D. European Roma groups show complex West Eurasian admixture footprints and a common South Asian genetic origin. PLoS Genet 2019; 15:e1008417. [PMID: 31545809 PMCID: PMC6779411 DOI: 10.1371/journal.pgen.1008417] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 10/07/2019] [Accepted: 09/12/2019] [Indexed: 02/07/2023] Open
Abstract
The Roma population is the largest transnational ethnic minority in Europe, characterized by a linguistic, cultural and historical heterogeneity. Comparative linguistics and genetic studies have placed the origin of European Roma in the Northwest of India. After their migration across Persia, they entered into the Balkan Peninsula, from where they spread into Europe, arriving in the Iberian Peninsula in the 15th century. Their particular demographic history has genetic implications linked to rare and common diseases. However, the South Asian source of the proto-Roma remains still untargeted and the West Eurasian Roma component has not been yet deeply characterized. Here, in order to describe both the South Asian and West Eurasian ancestries, we analyze previously published genome-wide data of 152 European Roma and 34 new Iberian Roma samples at a fine-scale and haplotype-based level, with special focus on the Iberian Roma genetic substructure. Our results suggest that the putative origin of the proto-Roma involves a Punjabi group with low levels of West Eurasian ancestry. In addition, we have identified a complex West Eurasian component (around 65%) in the Roma, as a result of the admixture events occurred with non-proto-Roma populations between 1270–1580. Particularly, we have detected the Balkan genetic footprint in all European Roma, and the Baltic and Iberian components in the Northern and Western Roma groups, respectively. Finally, our results show genetic substructure within the Iberian Roma, with different levels of West Eurasian admixture, as a result of the complex historical events occurred in the Peninsula. Human demographic processes and admixture events leave traceable footprints in the genomes of the populations and they can modulate the genetic architecture of complex diseases. Here, we aim to study the Roma people, an admixed population with a particular demographic history recognized as the largest ethnic minority in Europe. Previous studies suggest that they originated in South Asia 1,500 years ago and followed a diaspora towards Europe with extensive admixture with non-Roma West Eurasian groups. However, the genetic components of the Roma have not been deeply characterized. Our study reveals a common South Asian origin of all European Roma, closely related to a Punjabi group from Northwestern India. Through fine-scale haplotype-based methods, we describe a complex West Eurasian genetic component in the Roma groups, identifying a common Balkan ancestry and country-specific admixture footprints consistent with the dispersion through Europe. Our findings provide new insights into the demographic history and recent admixture events that have shaped the genetic composition of European Roma groups and could enable a better genetic characterization of complex disease in this population.
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Affiliation(s)
- Neus Font-Porterias
- Institute of Evolutionary Biology (UPF-CSIC), Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Lara R. Arauna
- Institute of Evolutionary Biology (UPF-CSIC), Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- Unit of Human Evolutionary Genetics, Institut Pasteur, Paris, France
| | - Alaitz Poveda
- Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Lund University Diabetes Centre, Lund University, Malmö, Sweden
| | - Erica Bianco
- Institute of Evolutionary Biology (UPF-CSIC), Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Esther Rebato
- Department of Genetics, Physical Anthropology and Animal Physiology, University of the Basque Country UPV/EHU, Leioa, Spain
| | - Maria Joao Prata
- Instituto de Investigacão e Inovacão em Saude/Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal; Faculty of Sciences, University of Porto, Porto, Portugal
| | - Francesc Calafell
- Institute of Evolutionary Biology (UPF-CSIC), Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - David Comas
- Institute of Evolutionary Biology (UPF-CSIC), Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- * E-mail:
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31
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Abstract
Sympatric speciation illustrates how natural and sexual selection may create new species in isolation without geographic barriers. However, recent genomic reanalyses of classic examples of sympatric speciation reveal complex histories of secondary gene flow from outgroups into the radiation. In contrast, the rich theoretical literature on this process distinguishes among a diverse range of models based on simple genetic histories and different types of reproductive isolating barriers. Thus, there is a need to revisit how to connect theoretical models of sympatric speciation and their predictions to empirical case studies in the face of widespread gene flow. Here, theoretical differences among different types of sympatric speciation and speciation-with-gene-flow models are reviewed and summarized, and genomic analyses are proposed for distinguishing which models apply to case studies based on the timing and function of adaptive introgression. Investigating whether secondary gene flow contributed to reproductive isolation is necessary to test whether predictions of theory are ultimately borne out in nature.
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Affiliation(s)
- Emilie J. Richards
- Department of Biology, University of North Carolina at Chapel Hill, Chapel Hill NC
| | - Maria R. Servedio
- Department of Biology, University of North Carolina at Chapel Hill, Chapel Hill NC
| | - Christopher H. Martin
- Department of Biology, University of North Carolina at Chapel Hill, Chapel Hill NC
- Integrative Biology and Museum of Vertebrate Zoology, University of California, Berkeley, CA
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32
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Bourgeois Y, Ruggiero RP, Manthey JD, Boissinot S. Recent Secondary Contacts, Linked Selection, and Variable Recombination Rates Shape Genomic Diversity in the Model Species Anolis carolinensis. Genome Biol Evol 2019; 11:2009-2022. [PMID: 31134281 PMCID: PMC6681179 DOI: 10.1093/gbe/evz110] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/23/2019] [Indexed: 12/14/2022] Open
Abstract
Gaining a better understanding on how selection and neutral processes affect genomic diversity is essential to gain better insights into the mechanisms driving adaptation and speciation. However, the evolutionary processes affecting variation at a genomic scale have not been investigated in most vertebrate lineages. Here, we present the first population genomics survey using whole genome resequencing in the green anole (Anolis carolinensis). Anoles have been intensively studied to understand mechanisms underlying adaptation and speciation. The green anole in particular is an important model to study genome evolution. We quantified how demography, recombination, and selection have led to the current genetic diversity of the green anole by using whole-genome resequencing of five genetic clusters covering the entire species range. The differentiation of green anole's populations is consistent with a northward expansion from South Florida followed by genetic isolation and subsequent gene flow among adjacent genetic clusters. Dispersal out-of-Florida was accompanied by a drastic population bottleneck followed by a rapid population expansion. This event was accompanied by male-biased dispersal and/or selective sweeps on the X chromosome. We show that the interaction between linked selection and recombination is the main contributor to the genomic landscape of differentiation in the anole genome.
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Affiliation(s)
| | | | - Joseph D Manthey
- New York University Abu Dhabi, United Arab Emirates
- Department of Biological Sciences, Texas Tech University
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33
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Brunet J, Ziobro R, Osvatic J, Clayton MK. The effects of time, temperature and plant variety on pollen viability and its implications for gene flow risk. Plant Biol (Stuttg) 2019; 21:715-722. [PMID: 30653805 DOI: 10.1111/plb.12959] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 01/12/2019] [Indexed: 06/09/2023]
Abstract
Pollen viability affects the probability that a pollen grain deposited on a plant's stigma will produce a viable seed. Because a mature seed is needed before a gene flow event can occur, pollen viability will influence the risk of escape for genetically engineered (GE) crops. Pollen viability was measured at intervals for up to 2 h following removal of the pollen from the anthers. It was quantified at three temperatures and for different alfalfa varieties, including both conventional and Roundup Ready (RR) varieties. Pollen viability was assessed using in vitro germination. Time since removal from the anthers was the most prevalent factor affecting pollen viability in alfalfa. Pollen viability declined with increasing time at all three temperatures and for all varieties tested. Pollen viability was not affected by temperatures ranging between 25 and 37 °C and did not vary among plant varieties, including conventional and RR varieties. Bee foraging behaviour suggested pollen viability within the first 10 min following pollen removal from a flower to most affect seed production. Pollen longevity was predicted to have little impact on seed set and gene flow. Linking pollinator behaviour to pollen viability improved our understanding of its impact on gene flow risk.
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Affiliation(s)
- J Brunet
- United States Department of Agriculture - Agricultural Research Service, Madison, WI, USA
- Department of Entomology, University of Wisconsin, Madison, WI, USA
| | - R Ziobro
- Department of Entomology, University of Wisconsin, Madison, WI, USA
| | - J Osvatic
- Department of Entomology, University of Wisconsin, Madison, WI, USA
| | - M K Clayton
- Department of Statistics, University of Wisconsin, Madison, WI, USA
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34
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Abstract
We learn about population history and underlying evolutionary biology through patterns of genetic polymorphism. Many approaches to reconstruct evolutionary histories focus on a limited number of informative statistics describing distributions of allele frequencies or patterns of linkage disequilibrium. We show that many commonly used statistics are part of a broad family of two-locus moments whose expectation can be computed jointly and rapidly under a wide range of scenarios, including complex multi-population demographies with continuous migration and admixture events. A full inspection of these statistics reveals that widely used models of human history fail to predict simple patterns of linkage disequilibrium. To jointly capture the information contained in classical and novel statistics, we implemented a tractable likelihood-based inference framework for demographic history. Using this approach, we show that human evolutionary models that include archaic admixture in Africa, Asia, and Europe provide a much better description of patterns of genetic diversity across the human genome. We estimate that an unidentified, deeply diverged population admixed with modern humans within Africa both before and after the split of African and Eurasian populations, contributing 4 - 8% genetic ancestry to individuals in world-wide populations.
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Affiliation(s)
- Aaron P Ragsdale
- Department of Human Genetics, McGill University, Montreal, QC, Canada
| | - Simon Gravel
- Department of Human Genetics, McGill University, Montreal, QC, Canada
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35
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Larsen DA, Harstad DL, Fuhrman AE, Knudsen CM, Schroder SL, Bosch WJ, Galbreath PF, Fast DE, Beckman BR. Maintaining a wild phenotype in a conservation hatchery program for Chinook salmon: The effect of managed breeding on early male maturation. PLoS One 2019; 14:e0216168. [PMID: 31091265 PMCID: PMC6519831 DOI: 10.1371/journal.pone.0216168] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 04/15/2019] [Indexed: 01/22/2023] Open
Abstract
In many salmonid species, age and size at maturation is plastic and influenced by the interaction between genetic and environmental factors. Hatchery reared salmon often mature at an earlier age and smaller size than wild fish. Modern salmon conservation efforts have focused on managing the level of gene flow between hatchery and natural origin fish to minimize potential genotypic and phenotypic change. In salmonids, maturation probability is dependent on exceeding a genetically set threshold in growth rate and energetic status (and by association, body size) referred to as the probabalisitic maturation reaction norm (PMRN). Over fourteen years, we monitored the frequency of age-2 precocious male maturation (common term: age-2 minijack rate) and the PMRN of natural founder (FNDR), integrated natural-hatchery (INT), and segregated hatchery (SEG) broodlines of spring Chinook salmon, Oncorhynchus tshawytscha. The average age-2 minijack rate (± SEM) of the FNDR, INT and SEG broodlines was 48.2 ± 5.2%, 41.9 ± 3.6% and 30.9 ± 4.7%, respectively. Additionally, the PMRN WP50 (predicted weight at 50% maturation) of the SEG broodline was significantly greater (20.5 g) than that of the FNDR/INT broodlines (18.2 g). We also conducted a common garden experiment exploring the effects of less than one [INT (0–1)], one [SEG (1)] or two [SEG (2)] generations of hatchery culture on the age-2 minijack rate and PMRN WP50. Growth was not significantly different among broodlines, but age-2 minijack rates were significantly lower following two consecutive generations of hatchery culture: [INT (0–1): 68.3 ± 1.7%], [SEG (1): 70.3 ± 1.8%] and [SEG (2): 58.6 ± 0.4%] and the PMRN WP50 was significantly higher by 6.1 g after two generations of SEG culture. These results indicate that managed gene flow reduces phenotypic divergence, but may serve to maintain potentially undesirably high age-2 minijack rates in salmon conservation hatchery programs.
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Affiliation(s)
- Donald A. Larsen
- Environmental and Fisheries Sciences Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, Washington, United States of America
- * E-mail:
| | - Deborah L. Harstad
- Environmental and Fisheries Sciences Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, Washington, United States of America
| | - Abby E. Fuhrman
- Environmental and Fisheries Sciences Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, Washington, United States of America
| | | | - Steven L. Schroder
- Washington Department of Fish and Wildlife, Olympia, Washington, United States of America
| | - William J. Bosch
- Yakama Nation Fisheries, Toppenish, Washington, United States of America
| | - Peter F. Galbreath
- Columbia River Inter-Tribal Fish Commission, Portland, Oregon, United States of America
| | - David E. Fast
- Yakama Nation Fisheries, Toppenish, Washington, United States of America
| | - Brian R. Beckman
- Environmental and Fisheries Sciences Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, Washington, United States of America
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Zhao Y, Pan B, Zhang M. Phylogeography and conservation genetics of the endangered Tugarinovia mongolica (Asteraceae) from Inner Mongolia, Northwest China. PLoS One 2019; 14:e0211696. [PMID: 30730930 PMCID: PMC6366884 DOI: 10.1371/journal.pone.0211696] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Accepted: 01/20/2019] [Indexed: 11/23/2022] Open
Abstract
Tugarinovia (Family Asteraceae) is a monotypic genus. It’s sole species, Tugarinovia mongolica Iljin, is distributed in the northern part of Inner Mongolia, with one additional variety, Tugarinovia mongolica var ovatifolia, which is distributed in the southern part of Inner Mongolia. The species has a limited geographical range and declining populations. To understand the phylogeographic structure of T. mongolica, we sequenced two chloroplast DNA regions (psbA-trnH and psbK-psbI) from 219 individuals of 16 populations, and investigated the genetic variation and phylogeographic patterns of T. mongolica. The results identified a total of 17 (H1-H17) chloroplast haplotypes. There were no haplotypes shared between the northern (T. mongolica) and southern groups (T. mongolica var. ovatifolia), and they formed two distinct lineages. The regional split was also supported by AMOVA and BEAST analyses. AMOVA showed the main variation that occurred between the two geographic groups. The time of divergence of the two groups can be dated to the early Pleistocene epoch, when climate fluctuations most likely resulted in the allopatric divergence of T. mongolica. The formation of the desert blocked genetic flow and enhanced the divergence of the northern and southern groups. Our results indicate that the genetic differences between T. mongolica and T. mongolica var. ovatifolia are consistent with previously proposed morphological differences. We speculate that the dry, cold climate and the expansion of the desert during the Quaternary resulted in the currently observed distribution of extant populations of T. mongolica. In the northern group, the populations Chuanjinsumu, Wuliji and Yingen displayed the highest genetic diversity and should be given priority protection. The southern group showed a higher genetic drift (FST = 1, GST = 1), and the inbreeding load (HS = 0) required protection for each population. Our results propose that the protection of T. mongolica should be implemented through in situ and ex situ conservation practices to increase the effective population size and genetic diversity.
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Affiliation(s)
- Yanfen Zhao
- Key Laboratory of Biogeography and Bioresource in Arid Land, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Borong Pan
- Key Laboratory of Biogeography and Bioresource in Arid Land, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi, China
- * E-mail:
| | - Mingli Zhang
- Key Laboratory of Biogeography and Bioresource in Arid Land, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi, China
- Institute of Botany, Chinese Academy of Sciences, Beijing, China
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37
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da Silva JB, da Silva LB, Albuquerque UP, Castro CC. Bark and latex harvesting short-term impact on native tree species reproduction. Environ Monit Assess 2018; 190:744. [PMID: 30470920 DOI: 10.1007/s10661-018-7081-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 10/30/2018] [Indexed: 06/09/2023]
Abstract
The bark and the latex of plants constitute non-timber forest products (NTFPs) of medicinal and economic value that are widely harvested throughout the world. Bark and latex harvesting impacts on plant reproduction are controversial in the literature. Some species are negatively impacted, some do not show any response, and others may exhibit higher flower and fruit production after harvesting. In areas of rainforests and cerrado (tropical savanna) in northeastern Brazil, local people intensely remove the bark of Himatanthus drasticus (for latex collection) and Stryphnodendron rotundifolium for medicinal purposes. We aimed to investigate the short-term impact of harvesting upon reproductive effort of tree species, using those species as models. We assumed that bark harvesting negatively interferes in the reproductive capacity of plant species. Individuals of both species were harvested 2 months before blooming (treated) and the production of reproductive structures, physical characteristics of fruits and seeds, and the pre-emergent reproductive success were compared between treated and control (intact) individuals. All parameters of H. drasticus declined after bark removal, except pollen and ovule production. The only reproductive parameters of S. rotundifolium that were negatively affected were pollen and ovule production, and the pre-emergent reproductive success was higher in treatment individuals. We discuss the differences found between the species regarding responses to harvesting. Our results show that harvesting have short-term effects upon reproduction and may impair gene flow by affecting pollination and seed dispersal of tree species.
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Affiliation(s)
- Jacilene Bezerra da Silva
- Laboratório de Ecologia Reprodutiva de Angiospermas, Departamento de Biologia, Universidade Federal Rural de Pernambuco, Recife, Pernambuco State, Brazil
| | - Leonardo Barbosa da Silva
- Laboratório de Ecologia Reprodutiva de Angiospermas, Departamento de Biologia, Universidade Federal Rural de Pernambuco, Recife, Pernambuco State, Brazil
| | - Ulysses Paulino Albuquerque
- Laboratório de Ecologia e Evolução de Sistemas Socioecológicos, Centro de Biociências, Departamento de Botânica, Universidade Federal de Pernambuco, Recife, Pernambuco State, Brazil
| | - Cibele Cardoso Castro
- Laboratório de Ecologia Reprodutiva de Angiospermas, Departamento de Biologia, Universidade Federal Rural de Pernambuco, Recife, Pernambuco State, Brazil.
- Universidade Federal Rural de Pernambuco, Unidade Acadêmica de Garanhuns, Avenida Bom Pastor, s/n, Boa Vista, Garanhuns, Pernambuco State, 55292-272, Brazil.
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Kim BY, Huber CD, Lohmueller KE. Deleterious variation shapes the genomic landscape of introgression. PLoS Genet 2018; 14:e1007741. [PMID: 30346959 PMCID: PMC6233928 DOI: 10.1371/journal.pgen.1007741] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 11/13/2018] [Accepted: 10/05/2018] [Indexed: 11/19/2022] Open
Abstract
While it is appreciated that population size changes can impact patterns of deleterious variation in natural populations, less attention has been paid to how gene flow affects and is affected by the dynamics of deleterious variation. Here we use population genetic simulations to examine how gene flow impacts deleterious variation under a variety of demographic scenarios, mating systems, dominance coefficients, and recombination rates. Our results show that admixture between populations can temporarily reduce the genetic load of smaller populations and cause increases in the frequency of introgressed ancestry, especially if deleterious mutations are recessive. Additionally, when fitness effects of new mutations are recessive, between-population differences in the sites at which deleterious variants exist creates heterosis in hybrid individuals. Together, these factors lead to an increase in introgressed ancestry, particularly when recombination rates are low. Under certain scenarios, introgressed ancestry can increase from an initial frequency of 5% to 30–75% and fix at many loci, even in the absence of beneficial mutations. Further, deleterious variation and admixture can generate correlations between the frequency of introgressed ancestry and recombination rate or exon density, even in the absence of other types of selection. The direction of these correlations is determined by the specific demography and whether mutations are additive or recessive. Therefore, it is essential that null models of admixture include both demography and deleterious variation before invoking other mechanisms to explain unusual patterns of genetic variation. Individuals from distinct populations sometimes will produce fertile offspring and will exchange genetic material in a process called hybridization. Genomes of hybrid individuals often show non-random patterns of hybrid ancestry across the genome, where some regions have a high frequency of ancestry from the second population and other regions have less. Typically, this pattern has been attributed to adaptive introgression, where beneficial genetic variants are passed from one population to the other, or to genomic incompatibilities between these distinct species. However, other mechanisms could lead to these heterogeneous patterns of ancestry in hybrids. Here we use simulations to investigate whether deleterious mutations affect the patterns of introgressed ancestry across genomes. We show that when ancestry from a larger population is added to a smaller population, the ancestry from the larger population dramatically increases in frequency because it carries fewer deleterious mutations. This occurs even in the absence of beneficial mutations in either population. Additionally, we show that differences in sex chromosome evolution relative to autosomes, or differences in mating system, can affect patterns of introgression in similar ways. Our study argues that deleterious mutations should be included in population genetic models used to identify unusual regions of the genome that appear to be under selection in hybrids.
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Affiliation(s)
- Bernard Y. Kim
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, California, United States of America
| | - Christian D. Huber
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, California, United States of America
| | - Kirk E. Lohmueller
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, California, United States of America
- Interdepartmental Program in Bioinformatics, University of California, Los Angeles, California, United States of America
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America
- * E-mail:
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Abstract
A classic problem in population genetics is the characterization of discrete population structure in the presence of continuous patterns of genetic differentiation. Especially when sampling is discontinuous, the use of clustering or assignment methods may incorrectly ascribe differentiation due to continuous processes (e.g., geographic isolation by distance) to discrete processes, such as geographic, ecological, or reproductive barriers between populations. This reflects a shortcoming of current methods for inferring and visualizing population structure when applied to genetic data deriving from geographically distributed populations. Here, we present a statistical framework for the simultaneous inference of continuous and discrete patterns of population structure. The method estimates ancestry proportions for each sample from a set of two-dimensional population layers, and, within each layer, estimates a rate at which relatedness decays with distance. This thereby explicitly addresses the "clines versus clusters" problem in modeling population genetic variation, and remedies some of the overfitting to which nonspatial models are prone. The method produces useful descriptions of structure in genetic relatedness in situations where separated, geographically distributed populations interact, as after a range expansion or secondary contact. We demonstrate the utility of this approach using simulations and by applying it to empirical datasets of poplars and black bears in North America.
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Affiliation(s)
- Gideon S Bradburd
- Ecology, Evolutionary Biology, and Behavior Graduate Group, Department of Integrative Biology, Michigan State University, East Lansing, Michigan 48824
| | - Graham M Coop
- Center for Population Biology, Department of Evolution and Ecology, University of California, Davis, California 95616
| | - Peter L Ralph
- Institute of Ecology and Evolution, Departments of Mathematics and Biology, University of Oregon, Eugene, Oregon 97403
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40
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Rafizadeh A, Koohi-Dehkordi M, Sorkheh K. Molecular insights of genetic variation in milk thistle (Silybum marianum [L.] Gaertn.) populations collected from southwest Iran. Mol Biol Rep 2018; 45:601-609. [PMID: 29882084 DOI: 10.1007/s11033-018-4198-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Accepted: 05/24/2018] [Indexed: 10/14/2022]
Abstract
Milk thistle (Silybum marianum) is among the world's popular medicinal plants. Start Codon Targeted (SCoT) marker system was utilized to investigate the genetic variability of 80 S. marianum genotypes from eight populations in Iran. SCoT marker produced 255 amplicons and 84.03% polymorphism was generated. The SCoT marker system's polymorphism information content value was 0.43. The primers' resolving power values were between 4.18 and 7.84. The percentage of polymorphic bands was between 33.3 and 100%. The Nei's gene diversity (h) was 0.19-1.30 with an average 0.72. The Shannon's index (I) ranged from 0.29 to 1.38 with an average value of 0.83. The average gene flow (0.37) demonstrated a high genetic variation among the studied populations. The variation of 42% was displayed by the molecular variance analysis among the populations while a recorded variation of 58% was made within the populations. Current investigation suggested that SCoT marker system could effectively evaluate milk thistle genotypes genetic diversity.
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Affiliation(s)
- Azam Rafizadeh
- Department of Agricultural Science, Payame-Noor University, P. O. Box 19395-3697, Tehran, Iran
| | - Mehrana Koohi-Dehkordi
- Department of Agricultural Science, Payame-Noor University, P. O. Box 19395-3697, Tehran, Iran.
| | - Karim Sorkheh
- Department of Agronomy and Plant Breeding, Faculty of Agriculture, Shahid Chamran University of Ahvaz, P. O. Box 61355/144, Ahvaz, Iran
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Sánchez-Ramírez S, Rico Y, Berry KH, Edwards T, Karl AE, Henen BT, Murphy RW. Landscape limits gene flow and drives population structure in Agassiz's desert tortoise (Gopherus agassizii). Sci Rep 2018; 8:11231. [PMID: 30046050 PMCID: PMC6060138 DOI: 10.1038/s41598-018-29395-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 07/09/2018] [Indexed: 12/17/2022] Open
Abstract
Distance, environmental heterogeneity and local adaptation can strongly influence population structure and connectivity. Understanding how these factors shape the genomic landscape of threatened species is a major goal in conservation genomics and wildlife management. Herein, we use thousands (6,859) of single nucleotide polymorphism markers and spatial data from hundreds of individuals (n = 646) to re-evaluate the population structure of Agassiz's desert tortoise (Gopherus agassizii). Analyses resolve from 4 to 8 spatially well-defined clusters across the range. Western, central, and southern populations within the Western Mojave recovery unit are consistent throughout, while analyses sometimes merge other recovery units depending on the level of clustering. Causal modeling consistently associates genetic connectivity with least-cost distance, based on multiple landscape features associated with tortoise habitat, better than geographic distance. Some features include elevation, soil depth, rock volume, precipitation, and vegetation coverage, suggesting that physical, climatic, and biotic landscape features have played a strong evolutionary role restricting gene flow between populations. Further, 12 highly differentiated outlier loci have associated functions that may be involved with neurogenesis, wound healing, lipid metabolism, and possibly vitellogenesis. Together, these findings have important implications for recovery programs, such as translocations, population augmentation, reproduction in captivity and the identification of ecologically important genes, opening new venues for conservation genomics in desert tortoises.
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Affiliation(s)
- Santiago Sánchez-Ramírez
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, M5S 3B2, Toronto, ON, Canada.
- Department of Natural History, Royal Ontario Museum, 100 Queen's Park, M5S 2C6, Toronto, ON, Canada.
| | - Yessica Rico
- CONACYT, Red de Diversidad Biológica del Occidente Mexicano, Instituto de Ecología, A. C., Av. Lázaro Cárdenas, 61600, Pátzcuaro, Michoácan, Mexico
| | - Kristin H Berry
- U.S. Geological Survey, Western Ecological Research Center, 21803 Cactus Avenue, Suite F, Riverside, CA, 92518, USA
| | - Taylor Edwards
- University of Arizona Genetics Core, Thomas W. Keating, Bioresearch Building, 1657 E. Helen Street, Room 111, Tucson, AZ, 85721, USA
| | - Alice E Karl
- Alice E. Karl & Associates, 19476 County Road 89, Winters, CA, 9569, USA
| | - Brian T Henen
- Environmental Affairs, MAGTFTC MCAGCC, Twentynine Palms, CA, 92278, USA
| | - Robert W Murphy
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, M5S 3B2, Toronto, ON, Canada.
- Department of Natural History, Royal Ontario Museum, 100 Queen's Park, M5S 2C6, Toronto, ON, Canada.
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Wang J, Wang X, Geng S, Singh SK, Wang Y, Pattanaik S, Yuan L. Genome-wide identification of hexokinase gene family in Brassica napus: structure, phylogenetic analysis, expression, and functional characterization. Planta 2018; 248:171-182. [PMID: 29644447 DOI: 10.1007/s00425-018-2888-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 04/01/2018] [Indexed: 06/08/2023]
Abstract
Genome-wide identification, expression analysis, and functional characterization of previously uncharacterized hexokinase family of oil crop, Brassica napus, underscore the importance of this gene family in plant growth and development. In plants, the multi-gene family of dual-function hexokinases (HXKs) plays important roles in sugar metabolism and sensing that affect growth and development. Rapeseed (Brassica napus L.) is an important oil crop; however, little is known about the B. napus HXK gene family. We identified 19 putative HXKs in B. napus genome. B. rapa and B. oleracea, the two diploid progenitors of B. napus, contributed almost equally to the BnHXK genes. Phylogenetic analysis divided the 19 BnHXKs into four groups. The exon-intron structures of BnHXKs share high similarity to those of HXKs in Arabidopsis and rice. The group III and IV BnHXKs are highly expressed in roots, whereas group I members preferentially express in leaves. Analysis of seed transcriptomes at different developmental stages showed that most of group I and IV HXKs are highly expressed 2-weeks after pollination (2WAP), compared to 4WAP for group III. BnHKXs are differentially expressed in susceptible and tolerant B. napus cultivars after fungal infection, suggesting the possible involvement in defense response. We generated rapeseed RNAi lines for BnHXK9, a member of relatively less characterized group IV, by pollen-mediated gene transformation. The seedlings of BnHXK9-RNAi lines showed delayed growth compared to the wild type. The RNAi plants were dwarf with curly leaves, suggesting the involvement of BnHXK9 in plant development. Collectively, our findings provides a comprehensive account of BnHXK gene family in an important crop and a starting point for further elucidation of their roles in sugar metabolism and sensing, as well as plant growth and development.
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Affiliation(s)
- Jingxue Wang
- School of Life Sciences, Shanxi University, Taiyuan, 030006, Shanxi, China.
| | - Xiaomin Wang
- School of Life Sciences, Shanxi University, Taiyuan, 030006, Shanxi, China
| | - Siyu Geng
- School of Life Sciences, Shanxi University, Taiyuan, 030006, Shanxi, China
| | - Sanjay K Singh
- Department of Plant and Soil Sciences, Kentucky Tobacco Research and Development Center, University of Kentucky, Lexington, KY, 40546, USA
| | - Yaohui Wang
- School of Life Sciences, Shanxi University, Taiyuan, 030006, Shanxi, China
| | - Sitakanta Pattanaik
- Department of Plant and Soil Sciences, Kentucky Tobacco Research and Development Center, University of Kentucky, Lexington, KY, 40546, USA
| | - Ling Yuan
- School of Life Sciences, Shanxi University, Taiyuan, 030006, Shanxi, China.
- Department of Plant and Soil Sciences, Kentucky Tobacco Research and Development Center, University of Kentucky, Lexington, KY, 40546, USA.
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43
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Wu J, Wang Y, Xu J, Korban SS, Fei Z, Tao S, Ming R, Tai S, Khan AM, Postman JD, Gu C, Yin H, Zheng D, Qi K, Li Y, Wang R, Deng CH, Kumar S, Chagné D, Li X, Wu J, Huang X, Zhang H, Xie Z, Li X, Zhang M, Li Y, Yue Z, Fang X, Li J, Li L, Jin C, Qin M, Zhang J, Wu X, Ke Y, Wang J, Yang H, Zhang S. Diversification and independent domestication of Asian and European pears. Genome Biol 2018; 19:77. [PMID: 29890997 PMCID: PMC5996476 DOI: 10.1186/s13059-018-1452-y] [Citation(s) in RCA: 85] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Accepted: 05/11/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Pear (Pyrus) is a globally grown fruit, with thousands of cultivars in five domesticated species and dozens of wild species. However, little is known about the evolutionary history of these pear species and what has contributed to the distinct phenotypic traits between Asian pears and European pears. RESULTS We report the genome resequencing of 113 pear accessions from worldwide collections, representing both cultivated and wild pear species. Based on 18,302,883 identified SNPs, we conduct phylogenetics, population structure, gene flow, and selective sweep analyses. Furthermore, we propose a model for the divergence, dissemination, and independent domestication of Asian and European pears in which pear, after originating in southwest China and then being disseminated throughout central Asia, has eventually spread to western Asia, and then on to Europe. We find evidence for rapid evolution and balancing selection for S-RNase genes that have contributed to the maintenance of self-incompatibility, thus promoting outcrossing and accounting for pear genome diversity across the Eurasian continent. In addition, separate selective sweep signatures between Asian pears and European pears, combined with co-localized QTLs and differentially expressed genes, underline distinct phenotypic fruit traits, including flesh texture, sugar, acidity, aroma, and stone cells. CONCLUSIONS This study provides further clarification of the evolutionary history of pear along with independent domestication of Asian and European pears. Furthermore, it provides substantive and valuable genomic resources that will significantly advance pear improvement and molecular breeding efforts.
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Affiliation(s)
- Jun Wu
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Yingtao Wang
- Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang Fruit Tree Research Institute, Shijiazhuang, 050061, China
| | - Jiabao Xu
- BGI Genomics, BGI-Shenzhen, Shenzhen, 518083, China
| | | | - Zhangjun Fei
- Plant Pathology and Plant-Microbe Section, Cornell University, Geneva, NY, 14853, USA
- USDA-ARS, Boyce Thompson Institute, Ithaca, NY, 14853, USA
| | - Shutian Tao
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Ray Ming
- University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
- Fujian Agriculture and Forestry University, Fuzhou, 350002, China
| | | | - Awais M Khan
- Plant Pathology and Plant-Microbe Section, Cornell University, Geneva, NY, 14853, USA
| | - Joseph D Postman
- USDA-ARS National Clonal Germplasm Repository, Corvallis, OR, 97333, USA
| | - Chao Gu
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Hao Yin
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Danman Zheng
- University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Kaijie Qi
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Yong Li
- Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang Fruit Tree Research Institute, Shijiazhuang, 050061, China
| | - Runze Wang
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Cecilia H Deng
- The New Zealand Institute for Plant & Food Research Limited, Auckland, New Zealand
| | - Satish Kumar
- The New Zealand Institute for Plant & Food Research Limited, Auckland, New Zealand
| | - David Chagné
- The New Zealand Institute for Plant & Food Research Limited, Auckland, New Zealand
| | - Xiaolong Li
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Juyou Wu
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Xiaosan Huang
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Huping Zhang
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Zhihua Xie
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Xiao Li
- Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang Fruit Tree Research Institute, Shijiazhuang, 050061, China
| | - Mingyue Zhang
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Yanhong Li
- BGI Genomics, BGI-Shenzhen, Shenzhen, 518083, China
| | - Zhen Yue
- BGI Genomics, BGI-Shenzhen, Shenzhen, 518083, China
| | | | - Jiaming Li
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Leiting Li
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Cong Jin
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Mengfan Qin
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Jiaying Zhang
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Xiao Wu
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Yaqi Ke
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Jian Wang
- BGI Genomics, BGI-Shenzhen, Shenzhen, 518083, China
- James D. Watson Institute of Genome Sciences, Hangzhou, 310058, China
| | - Huanmimg Yang
- BGI Genomics, BGI-Shenzhen, Shenzhen, 518083, China
- James D. Watson Institute of Genome Sciences, Hangzhou, 310058, China
| | - Shaoling Zhang
- Centre of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China.
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Wang GD, Zhang BL, Zhou WW, Li YX, Jin JQ, Shao Y, Yang HC, Liu YH, Yan F, Chen HM, Jin L, Gao F, Zhang Y, Li H, Mao B, Murphy RW, Wake DB, Zhang YP, Che J. Selection and environmental adaptation along a path to speciation in the Tibetan frog Nanorana parkeri. Proc Natl Acad Sci U S A 2018; 115:E5056-E5065. [PMID: 29760079 PMCID: PMC5984489 DOI: 10.1073/pnas.1716257115] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Tibetan frogs, Nanorana parkeri, are differentiated genetically but not morphologically along geographical and elevational gradients in a challenging environment, presenting a unique opportunity to investigate processes leading to speciation. Analyses of whole genomes of 63 frogs reveal population structuring and historical demography, characterized by highly restricted gene flow in a narrow geographic zone lying between matrilines West (W) and East (E). A population found only along a single tributary of the Yalu Zangbu River has the mitogenome only of E, whereas nuclear genes of W comprise 89-95% of the nuclear genome. Selection accounts for 579 broadly scattered, highly divergent regions (HDRs) of the genome, which involve 365 genes. These genes fall into 51 gene ontology (GO) functional classes, 14 of which are likely to be important in driving reproductive isolation. GO enrichment analyses of E reveal many overrepresented functional categories associated with adaptation to high elevations, including blood circulation, response to hypoxia, and UV radiation. Four genes, including DNAJC8 in the brain, TNNC1 and ADORA1 in the heart, and LAMB3 in the lung, differ in levels of expression between low- and high-elevation populations. High-altitude adaptation plays an important role in maintaining and driving continuing divergence and reproductive isolation. Use of total genomes enabled recognition of selection and adaptation in and between populations, as well as documentation of evolution along a stepped cline toward speciation.
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Affiliation(s)
- Guo-Dong Wang
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming 650223, China
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming 650223, China
| | - Bao-Lin Zhang
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming 650223, China
- Kunming College of Life Science, University of Chinese Academy of Sciences, Kunming 650204, Yunnan, China
| | - Wei-Wei Zhou
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming 650223, China
- Southeast Asia Biodiversity Research Institute, Chinese Academy of Sciences, Yezin, 05282 Nay Pyi Taw, Myanmar
| | - Yong-Xin Li
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming 650223, China
- Kunming College of Life Science, University of Chinese Academy of Sciences, Kunming 650204, Yunnan, China
| | - Jie-Qiong Jin
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming 650223, China
| | - Yong Shao
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming 650223, China
| | - He-Chuan Yang
- Human Genetics, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore
| | - Yan-Hu Liu
- Laboratory for Conservation and Utilization of Bio-Resources & Key Laboratory for Microbial Resources of the Ministry of Education, Yunnan University, Kunming 650091, China
| | - Fang Yan
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming 650223, China
| | - Hong-Man Chen
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming 650223, China
| | - Li Jin
- Key Laboratory of Freshwater Fish Reproduction and Development of the Ministry of Education and Key Laboratory of Aquatic Science of Chongqing, Southwest University School of Life Sciences, Chongqing 400715, China
| | - Feng Gao
- CAS Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Yaoguang Zhang
- Key Laboratory of Freshwater Fish Reproduction and Development of the Ministry of Education and Key Laboratory of Aquatic Science of Chongqing, Southwest University School of Life Sciences, Chongqing 400715, China
| | - Haipeng Li
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming 650223, China
- CAS Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Bingyu Mao
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming 650223, China
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming 650223, China
| | - Robert W Murphy
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming 650223, China
- Centre for Biodiversity and Conservation Biology, Royal Ontario Museum, Toronto, ON, Canada M5S 2C6
| | - David B Wake
- Department of Integrative Biology and Museum of Vertebrate Zoology, University of California, Berkeley, CA 94720-3160
| | - Ya-Ping Zhang
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming 650223, China;
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming 650223, China
| | - Jing Che
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming 650223, China;
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming 650223, China
- Southeast Asia Biodiversity Research Institute, Chinese Academy of Sciences, Yezin, 05282 Nay Pyi Taw, Myanmar
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45
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Ravinet M, Yoshida K, Shigenobu S, Toyoda A, Fujiyama A, Kitano J. The genomic landscape at a late stage of stickleback speciation: High genomic divergence interspersed by small localized regions of introgression. PLoS Genet 2018; 14:e1007358. [PMID: 29791436 PMCID: PMC5988309 DOI: 10.1371/journal.pgen.1007358] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Revised: 06/05/2018] [Accepted: 04/11/2018] [Indexed: 12/17/2022] Open
Abstract
Speciation is a continuous process and analysis of species pairs at different stages of divergence provides insight into how it unfolds. Previous genomic studies on young species pairs have revealed peaks of divergence and heterogeneous genomic differentiation. Yet less known is how localised peaks of differentiation progress to genome-wide divergence during the later stages of speciation in the presence of persistent gene flow. Spanning the speciation continuum, stickleback species pairs are ideal for investigating how genomic divergence builds up during speciation. However, attention has largely focused on young postglacial species pairs, with little knowledge of the genomic signatures of divergence and introgression in older stickleback systems. The Japanese stickleback species pair, composed of the Pacific Ocean three-spined stickleback (Gasterosteus aculeatus) and the Japan Sea stickleback (G. nipponicus), which co-occur in the Japanese islands, is at a late stage of speciation. Divergence likely started well before the end of the last glacial period and crosses between Japan Sea females and Pacific Ocean males result in hybrid male sterility. Here we use coalescent analyses and Approximate Bayesian Computation to show that the two species split approximately 0.68-1 million years ago but that they have continued to exchange genes at a low rate throughout divergence. Population genomic data revealed that, despite gene flow, a high level of genomic differentiation is maintained across the majority of the genome. However, we identified multiple, small regions of introgression, occurring mainly in areas of low recombination rate. Our results demonstrate that a high level of genome-wide divergence can establish in the face of persistent introgression and that gene flow can be localized to small genomic regions at the later stages of speciation with gene flow.
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Affiliation(s)
- Mark Ravinet
- Division of Ecological Genetics, Department of Population Genetics, National Institute of Genetics, Mishima, Shizuoka, Japan
- Centre for Ecological and Evolutionary Synthesis, University of Oslo, Oslo, Norway
| | - Kohta Yoshida
- Division of Ecological Genetics, Department of Population Genetics, National Institute of Genetics, Mishima, Shizuoka, Japan
- Integrative Evolutionary Biology, Max Planck Institute for Developmental Biology, Tübingen, Germany
| | - Shuji Shigenobu
- Functional Genomics Facility, National Institute for Basic Biology, Okazaki, Aichi, Japan
| | - Atsushi Toyoda
- Comparative Genomics Laboratory, National Institute of Genetics, Mishima, Shizuoka, Japan
| | - Asao Fujiyama
- Comparative Genomics Laboratory, National Institute of Genetics, Mishima, Shizuoka, Japan
| | - Jun Kitano
- Division of Ecological Genetics, Department of Population Genetics, National Institute of Genetics, Mishima, Shizuoka, Japan
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Roberts WR, Roalson EH. Phylogenomic analyses reveal extensive gene flow within the magic flowers (Achimenes). Am J Bot 2018; 105:726-740. [PMID: 29702729 DOI: 10.1002/ajb2.1058] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Accepted: 02/02/2018] [Indexed: 06/08/2023]
Abstract
PREMISE OF THE STUDY The Neotropical Gesneriaceae is a lineage known for its colorful and diverse flowers, as well as an extensive history of intra- and intergeneric hybridization, particularly among Achimenes (the magic flowers) and other members of subtribe Gloxiniinae. Despite numerous studies seeking to elucidate the evolutionary relationships of these lineages, relatively few have sought to infer specific patterns of gene flow despite evidence of widespread hybridization. METHODS To explore the utility of phylogenomic data for reassessing phylogenetic relationships and inferring patterns of gene flow among species of Achimenes, we sequenced 12 transcriptomes. We used a variety of methods to infer the species tree, examine gene tree discordance, and infer patterns of gene flow. KEY RESULTS Phylogenomic analyses resolve clade relationships at the crown of the lineage with strong support. In contrast to previous analyses, we recovered strong support for several new relationships despite a significant amount of gene tree discordance. We present evidence for at least two introgression events between two species pairs that share pollinators, and suggest that the species status of Achimenes admirabilis be reexamined. CONCLUSIONS Our study demonstrates the utility of transcriptome data for phylogenomic analyses, and inferring patterns of gene flow despite gene tree discordance. Moreover, these data provide another example of prevalent interspecific gene flow among Neotropical plants that share pollinators.
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Affiliation(s)
- Wade R Roberts
- Molecular Plant Sciences Graduate Program, Washington State University, Pullman, Washington, 99164-1030, USA
- School of Biological Sciences, Washington State University, Pullman, Washington, 99164-4236, USA
| | - Eric H Roalson
- Molecular Plant Sciences Graduate Program, Washington State University, Pullman, Washington, 99164-1030, USA
- School of Biological Sciences, Washington State University, Pullman, Washington, 99164-4236, USA
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Jaros U, Tribsch A, Comes HP. Diversification in continental island archipelagos: new evidence on the roles of fragmentation, colonization and gene flow on the genetic divergence of Aegean Nigella (Ranunculaceae). Ann Bot 2018; 121:241-254. [PMID: 29300817 PMCID: PMC5808797 DOI: 10.1093/aob/mcx150] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Accepted: 11/16/2017] [Indexed: 05/20/2023]
Abstract
Background and Aims Disentangling the relative roles of past fragmentation (vicariance), colonization (dispersal) and post-divergence gene flow in the genetic divergence of continental island organisms remains a formidable challenge. Amplified fragment length polymorphisms (AFLPs) were used to (1) gain further insights into the biogeographical processes underlying the Pleistocene diversification of the Aegean Nigella arvensis complex; (2) evaluate the role of potential key factors driving patterns of population genetic variability (mating system, geographical isolation and historical contingencies); and (3) test the robustness of conclusions previously drawn from chloroplast (cp) DNA. Methods Genetic diversity was analysed for 235 AFLP markers from 48 populations (497 individuals) representing 11 taxa of the complex using population genetic methods and Bayesian assignment tests. Key Results Most designated taxa are identifiable as genetically distinct units. Both fragmentation and dispersal-driven diversification processes occurred at different geological time scales, from Early to Late Pleistocene, specifically (1) sea barrier-induced vicariant speciation in the Cyclades, the Western Cretan Strait and Ikaria; and (2) bi-regional colonizations of the 'Southern Aegean Island Arc' from the Western vs. Eastern Aegean mainland, followed by allopatric divergences in Crete vs. Rhodos and Karpathos/Kasos. Outcrossing island taxa experienced drift-related demographic processes that are magnified in the two insular selfing species. Population genetic differentiation on the mainland seems largely driven by dispersal limitation, while in the Central Aegean it may still be influenced by historical events (island fragmentation and sporadic long-distance colonization). Conclusions The biogeographical history of Aegean Nigella is more complex than expected for a strictly allopatric vicariant model of divergence. Nonetheless, the major phylogeographical boundaries of this radiation are largely congruent with the geography and history of islands, with little evidence for ongoing gene exchange between divergent taxa. The present results emphasize the need to investigate further biological and landscape features and contemporary vs. historical processes in driving population divergence and taxon diversification in Aegean plant radiations.
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Affiliation(s)
- Ursula Jaros
- Department of Ecology and Evolution, University of Salzburg, Salzburg, Austria
| | - Andreas Tribsch
- Department of Ecology and Evolution, University of Salzburg, Salzburg, Austria
| | - Hans Peter Comes
- Department of Ecology and Evolution, University of Salzburg, Salzburg, Austria
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Abstract
Evolution has devised countless remarkable solutions to diverse challenges. Understanding the mechanistic basis of these solutions provides insights into how biological systems can be subtly tweaked without maladaptive consequences. The knowledge gained from illuminating these mechanisms is equally important to our understanding of fundamental evolutionary mechanisms as it is to our hopes of developing truly rational plant breeding and synthetic biology. In particular, modern population genomic approaches are proving very powerful in the detection of candidate alleles for mediating consequential adaptations that can be tested functionally. Especially striking are signals gained from contexts involving genetic transfers between populations, closely related species, or indeed between kingdoms. Here we discuss two major classes of these scenarios, adaptive introgression and horizontal gene flow, illustrating discoveries made across kingdoms.
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Affiliation(s)
- Roswitha Schmickl
- Institute of Botany, The Czech Academy of Sciences, Zámek 1, 252 43 Průhonice, Czech Republic
- Department of Botany, Faculty of Science, Charles University in Prague, Benátská 2, 128 01 Prague, Czech Republic
| | - Sarah Marburger
- Department of Cell and Developmental Biology, John Innes Centre, Norwich Research Park, Norwich, NR4 7UH, United Kingdom
| | - Sian Bray
- Department of Cell and Developmental Biology, John Innes Centre, Norwich Research Park, Norwich, NR4 7UH, United Kingdom
| | - Levi Yant
- Department of Cell and Developmental Biology, John Innes Centre, Norwich Research Park, Norwich, NR4 7UH, United Kingdom
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Fortes-Lima C, Gessain A, Ruiz-Linares A, Bortolini MC, Migot-Nabias F, Bellis G, Moreno-Mayar JV, Restrepo BN, Rojas W, Avendaño-Tamayo E, Bedoya G, Orlando L, Salas A, Helgason A, Gilbert MTP, Sikora M, Schroeder H, Dugoujon JM. Genome-wide Ancestry and Demographic History of African-Descendant Maroon Communities from French Guiana and Suriname. Am J Hum Genet 2017; 101:725-736. [PMID: 29100086 DOI: 10.1016/j.ajhg.2017.09.021] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Accepted: 09/22/2017] [Indexed: 01/30/2023] Open
Abstract
The transatlantic slave trade was the largest forced migration in world history. However, the origins of the enslaved Africans and their admixture dynamics remain unclear. To investigate the demographic history of African-descendant Marron populations, we generated genome-wide data (4.3 million markers) from 107 individuals from three African-descendant populations in South America, as well as 124 individuals from six west African populations. Throughout the Americas, thousands of enslaved Africans managed to escape captivity and establish lasting communities, such as the Noir Marron. We find that this population has the highest proportion of African ancestry (∼98%) of any African-descendant population analyzed to date, presumably because of centuries of genetic isolation. By contrast, African-descendant populations in Brazil and Colombia harbor substantially more European and Native American ancestry as a result of their complex admixture histories. Using ancestry tract-length analysis, we detect different dates for the European admixture events in the African-Colombian (1749 CE; confidence interval [CI]: 1737-1764) and African-Brazilian (1796 CE; CI: 1789-1804) populations in our dataset, consistent with the historically attested earlier influx of Africans into Colombia. Furthermore, we find evidence for sex-specific admixture patterns, resulting from predominantly European paternal gene flow. Finally, we detect strong genetic links between the African-descendant populations and specific source populations in Africa on the basis of haplotype sharing patterns. Although the Noir Marron and African-Colombians show stronger affinities with African populations from the Bight of Benin and the Gold Coast, the African-Brazilian population from Rio de Janeiro has greater genetic affinity with Bantu-speaking populations from the Bight of Biafra and west central Africa.
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Affiliation(s)
- Cesar Fortes-Lima
- Laboratoire d'Anthropologie Moléculaire et Imagerie de Synthèse, AMIS UMR5288, Centre National de la Recherche Scientifique (CNRS) -Université Paul Sabatier Toulouse III, Toulouse 31000, France; Laboratory Eco-Anthropology and Ethno-Biology, UMR7206, CNRS-MNHN-University Paris Diderot, Musée de l'Homme, 17 Place du Trocadéro, 75016 Paris, France
| | - Antoine Gessain
- Oncogenic Virus Epidemiology and Pathophysiology Group, Department of Virology, CNRS UMR3569, Pasteur Institute, Paris 75015, France
| | - Andres Ruiz-Linares
- Department of Genetics, Evolution, and Environment, University College London, London WC1E 6BT, United Kingdom; Ministry of Education Key Laboratory of Contemporary Anthropology and Collaborative Innovation Center of Genetics and Development, Fudan University, Shanghai 200438, China; Laboratory of Biocultural Anthropology, Law, Ethics, and Health, CNRS/EFS ADES UMR7268, Aix-Marseille University, Marseille 13824, France
| | - Maria-Cátira Bortolini
- Department of Genetics, Federal University of Rio Grande do Sul, Porto Alegre 91501-970, Brazil
| | - Florence Migot-Nabias
- Mother and Child Facing Tropical Infections (MERIT), Research Institute for Development, Paris 5 University, Sorbonne Paris Cité, Paris 75006, France
| | - Gil Bellis
- French Institute for Demographic Studies, Paris 75020, France
| | - J Víctor Moreno-Mayar
- Natural History Museum of Denmark, University of Copenhagen, Copenhagen 1350, Denmark
| | - Berta Nelly Restrepo
- Instituto Colombiano de Medicina Tropical, Universidad CES, Sabaneta, Antioquia 055450, Colombia
| | - Winston Rojas
- Laboratory of Molecular Genetics, Institute of Biology, University of Antioquia, Medellín 050010, Colombia
| | - Efren Avendaño-Tamayo
- Laboratory of Molecular Genetics, Institute of Biology, University of Antioquia, Medellín 050010, Colombia; Grupo de Ciencias Básicas Aplicadas del Tecnológico de Antioquia, Tecnológico de Antioquia - Institución Universitaria, Medellín 050034, Colombia
| | - Gabriel Bedoya
- Laboratory of Molecular Genetics, Institute of Biology, University of Antioquia, Medellín 050010, Colombia
| | - Ludovic Orlando
- Laboratoire d'Anthropologie Moléculaire et Imagerie de Synthèse, AMIS UMR5288, Centre National de la Recherche Scientifique (CNRS) -Université Paul Sabatier Toulouse III, Toulouse 31000, France; Natural History Museum of Denmark, University of Copenhagen, Copenhagen 1350, Denmark
| | - Antonio Salas
- Unidade de Xenética, Departamento de Anatomía Patolóxica e Ciencias Forenses, Instituto de Ciencias Forenses, Facultade de Medicina, Universidade de Santiago de Compostela, Galicia 15782, Spain; GenPoB Research Group, Instituto de Investigaciones Sanitarias, Hospital Clínico Universitario de Santiago, Galicia 15782, Spain
| | | | - M Thomas P Gilbert
- Natural History Museum of Denmark, University of Copenhagen, Copenhagen 1350, Denmark; Norwegian University of Science and Technology, University Museum, Trondheim 7491, Norway
| | - Martin Sikora
- Natural History Museum of Denmark, University of Copenhagen, Copenhagen 1350, Denmark
| | - Hannes Schroeder
- Natural History Museum of Denmark, University of Copenhagen, Copenhagen 1350, Denmark; Faculty of Archaeology, Leiden University, Leiden 2333, the Netherlands.
| | - Jean-Michel Dugoujon
- Laboratoire d'Anthropologie Moléculaire et Imagerie de Synthèse, AMIS UMR5288, Centre National de la Recherche Scientifique (CNRS) -Université Paul Sabatier Toulouse III, Toulouse 31000, France.
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Godde K, Jantz RL. Evaluating Nubian Population Structure from Cranial Nonmetric Traits: Gene Flow, Genetic Drift, and Population History of the Nubian Nile Valley. Hum Biol 2017; 89:255-279. [PMID: 30047318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Paleolithic archaeological and skeletal remains from the Nile Valley have yielded a complex picture of life along the river. Sociocultural and sociopolitical events during this time frame shaped population structure, while gene flow and genetic drift further developed it. In this study, we took a population genetics approach to modeling Nubian biological relationships in an effort to describe how an accumulation of events formed Nubian population structure. A variety of Nubian samples were utilized, spanning the Mesolithic-Christian time periods and geographically from just above the first through the third cataracts. Population genetics statistics were employed to estimate and depict biological affinities (Mahalanobis D2 with a tetrachoric matrix, principal coordinates analysis, FST, and Relethford-Blangero residuals), supplemented by spatial-temporal modeling (Mantel tests and PROTESTs). Variation was high among these groups, indicating an intricate pattern of relationships in their population history where similar levels of gene flow probably stemmed from extensive cultural contact with Egypt and other populations in a variety of contexts. Genetic drift was also apparent in some of these sites, which is consistent with social and political histories of these groups. Traditional modeling of spatial-temporal patterning was not successful, which may be attributed to the nonlinear, loose clustering of Nubian groups by site. Collectively, the archaeological, biological, and environmental evidence supports the ideas of multiple populations living in Lower Nubia during the Paleolithic and/or a new population entering the area and shaping Nubian population structure.
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Affiliation(s)
- Kanya Godde
- 1 Sociology/Anthropology, University of La Verne, La Verne, California, USA
| | - Richard L Jantz
- 2 Department of Anthropology, University of Tennessee, Knoxville, Tennessee, USA
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