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Silva‐Arias GA, Gagnon E, Hembrom S, Fastner A, Khan MR, Stam R, Tellier A. Patterns of presence-absence variation of NLRs across populations of Solanum chilense are clade-dependent and mainly shaped by past demographic history. THE NEW PHYTOLOGIST 2025; 245:1718-1732. [PMID: 39582196 PMCID: PMC11754929 DOI: 10.1111/nph.20293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 10/31/2024] [Indexed: 11/26/2024]
Abstract
Understanding the evolution of pathogen resistance genes (nucleotide-binding site-leucine-rich repeats, NLRs) within a species requires a comprehensive examination of factors that affect gene loss and gain. We present a new reference genome of Solanum chilense, which leads to an increased number and more accurate annotation of NLRs. Using a target capture approach, we quantify the presence-absence variation (PAV) of NLR loci across 20 populations from different habitats. We build a rigorous pipeline to validate the identification of PAV of NLRs and then show that PAV is larger within populations than between populations, suggesting that maintenance of NLR diversity is linked to population dynamics. The amount of PAV appears not to be correlated with the NLR presence in gene clusters in the genome, but rather with the past demographic history of the species, with loss of NLRs in diverging (smaller) populations at the distribution edges. Finally, using a redundancy analysis, we find limited evidence of PAV being linked to environmental gradients. Our results suggest that random processes (genetic drift and demography) and weak positive selection for local adaptation shape the evolution of NLRs at the single nucleotide polymorphism and PAV levels in an outcrossing plant with high nucleotide diversity.
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Affiliation(s)
- Gustavo A. Silva‐Arias
- Professorship for Population Genetics, TUM School of Life SciencesTechnical University of MunichLiesel‐Beckmann Strasse 2Freising85354Germany
- Facultad de Ciencias, Instituto de Ciencias NaturalesUniversidad Nacional de Colombia ‐ Sede Bogotá, Ciudad UniversitariaBogotá111321Colombia
| | - Edeline Gagnon
- Department of Integrative Biology, College of Biological ScienceUniversity of Guelph50 Stone Road EastGuelphONN1G 2W1Canada
- Chair of Phytopathology, TUM School of Life SciencesTechnical University of MunichEmil‐Ramman‐St. 2Freising85354Germany
- Faculty of Agricultural and Nutritional Sciences, Department of Phytopathology and Crop Protection, Institute of PhytopathologyChristian Albrechts UniversityHermann Rodewald Str 9Kiel24118Germany
| | - Surya Hembrom
- Professorship for Population Genetics, TUM School of Life SciencesTechnical University of MunichLiesel‐Beckmann Strasse 2Freising85354Germany
| | - Alexander Fastner
- Faculty of Agricultural and Nutritional Sciences, Department of Phytopathology and Crop Protection, Institute of PhytopathologyChristian Albrechts UniversityHermann Rodewald Str 9Kiel24118Germany
| | - Muhammad Ramzan Khan
- National Institute for Genomics and Advanced BiotechnologyNational Agricultural Research CentrePark Rd, Islamabad Capital TerritoryIslamabadPakistan
- PARC Institute for Advanced Studies in AgricultureNARCPark Rd, Islamabad Capital TerritoryIslamabadPakistan
| | - Remco Stam
- Chair of Phytopathology, TUM School of Life SciencesTechnical University of MunichEmil‐Ramman‐St. 2Freising85354Germany
- Faculty of Agricultural and Nutritional Sciences, Department of Phytopathology and Crop Protection, Institute of PhytopathologyChristian Albrechts UniversityHermann Rodewald Str 9Kiel24118Germany
| | - Aurélien Tellier
- Professorship for Population Genetics, TUM School of Life SciencesTechnical University of MunichLiesel‐Beckmann Strasse 2Freising85354Germany
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Wei K, Sharifova S, Zhao X, Sinha N, Nakayama H, Tellier A, Silva-Arias GA. Evolution of gene networks underlying adaptation to drought stress in the wild tomato Solanum chilense. Mol Ecol 2024; 33:e17536. [PMID: 39360493 DOI: 10.1111/mec.17536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 09/05/2024] [Accepted: 09/12/2024] [Indexed: 10/04/2024]
Abstract
Drought stress is a key limitation for plant growth and colonization of arid habitats. We study the evolution of gene expression response to drought stress in a wild tomato, Solanum chilense, naturally occurring in dry habitats in South America. We conduct a transcriptome analysis under standard and drought experimental conditions to identify drought-responsive gene networks and estimate the age of the involved genes. We identify two main regulatory networks corresponding to two typical drought-responsive strategies: cell cycle and fundamental metabolic processes. The metabolic network exhibits a more recent evolutionary origin and a more variable transcriptome response than the cell cycle network (with ancestral origin and higher conservation of the transcriptional response). We also integrate population genomics analyses to reveal positive selection signals acting at the genes of both networks, revealing that genes exhibiting selective sweeps of older age also exhibit greater connectivity in the networks. These findings suggest that adaptive changes first occur at core genes of drought response networks, driving significant network re-wiring, which likely underpins species divergence and further spread into drier habitats. Combining transcriptomics and population genomics approaches, we decipher the timing of gene network evolution for drought stress response in arid habitats.
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Affiliation(s)
- Kai Wei
- Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Saida Sharifova
- Department of Life Sciences, Graduate School of Science, Arts and Technology, Khazar University, Baku, Azerbaijan
| | - Xiaoyun Zhao
- Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Neelima Sinha
- Department of Plant Biology, University of California Davis, Davis, California, USA
| | - Hokuto Nakayama
- Department of Biological Sciences, The University of Tokyo, Tokyo, Japan
| | - Aurélien Tellier
- Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Gustavo A Silva-Arias
- Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
- Instituto de Ciencias Naturales, Facultad de Ciencias, Universidad Nacional de Colombia, Bogotá, Colombia
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Einspanier S, Tominello-Ramirez C, Hasler M, Barbacci A, Raffaele S, Stam R. High-Resolution Disease Phenotyping Reveals Distinct Resistance Mechanisms of Tomato Crop Wild Relatives against Sclerotinia sclerotiorum. PLANT PHENOMICS (WASHINGTON, D.C.) 2024; 6:0214. [PMID: 39105186 PMCID: PMC11298253 DOI: 10.34133/plantphenomics.0214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 06/19/2024] [Indexed: 08/07/2024]
Abstract
Besides the well-understood qualitative disease resistance, plants possess a more complex quantitative form of resistance: quantitative disease resistance (QDR). QDR is commonly defined as a partial but more durable form of resistance and, therefore, might display a valuable target for resistance breeding. The characterization of QDR phenotypes, especially of wild crop relatives, displays a bottleneck in deciphering QDR's genomic and regulatory background. Moreover, the relationship between QDR parameters, such as infection frequency, lag-phase duration, and lesion growth rate, remains elusive. High hurdles for applying modern phenotyping technology, such as the low availability of phenotyping facilities or complex data analysis, further dampen progress in understanding QDR. Here, we applied a low-cost (<1.000 €) phenotyping system to measure lesion growth dynamics of wild tomato species (e.g., Solanum pennellii or Solanum pimpinellifolium). We provide insight into QDR diversity of wild populations and derive specific QDR mechanisms and their cross-talk. We show how temporally continuous observations are required to dissect end-point severity into functional resistance mechanisms. The results of our study show how QDR can be maintained by facilitating different defense mechanisms during host-parasite interaction and that the capacity of the QDR toolbox highly depends on the host's genetic context. We anticipate that the present findings display a valuable resource for more targeted functional characterization of the processes involved in QDR. Moreover, we show how modest phenotyping technology can be leveraged to help answer highly relevant biological questions.
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Affiliation(s)
- Severin Einspanier
- Department of Phytopathology and Crop Protection, Institute of Phytopathology, Faculty of Agricultural and Nutritional Sciences,
Christian-Albrechts-University, 24118 Kiel, Germany
| | - Christopher Tominello-Ramirez
- Department of Phytopathology and Crop Protection, Institute of Phytopathology, Faculty of Agricultural and Nutritional Sciences,
Christian-Albrechts-University, 24118 Kiel, Germany
| | - Mario Hasler
- Lehrfach Variationsstatistik, Faculty of Agricultural and Nutritional Sciences,
Christian-Albrechts-University, Kiel, 24118 Kiel, Germany
| | - Adelin Barbacci
- Laboratoire des Interactions Plantes Microorganismes Environnement (LIPME), INRAE, CNRS, Castanet Tolosan Cedex, France
| | - Sylvain Raffaele
- Laboratoire des Interactions Plantes Microorganismes Environnement (LIPME), INRAE, CNRS, Castanet Tolosan Cedex, France
| | - Remco Stam
- Department of Phytopathology and Crop Protection, Institute of Phytopathology, Faculty of Agricultural and Nutritional Sciences,
Christian-Albrechts-University, 24118 Kiel, Germany
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4
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Molitor C, Kurowski TJ, Fidalgo de Almeida PM, Kevei Z, Spindlow DJ, Chacko Kaitholil SR, Iheanyichi JU, Prasanna HC, Thompson AJ, Mohareb FR. A chromosome-level genome assembly of Solanum chilense, a tomato wild relative associated with resistance to salinity and drought. FRONTIERS IN PLANT SCIENCE 2024; 15:1342739. [PMID: 38525148 PMCID: PMC10957597 DOI: 10.3389/fpls.2024.1342739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 02/12/2024] [Indexed: 03/26/2024]
Abstract
Introduction Solanum chilense is a wild relative of tomato reported to exhibit resistance to biotic and abiotic stresses. There is potential to improve tomato cultivars via breeding with wild relatives, a process greatly accelerated by suitable genomic and genetic resources. Methods In this study we generated a high-quality, chromosome-level, de novo assembly for the S. chilense accession LA1972 using a hybrid assembly strategy with ~180 Gbp of Illumina short reads and ~50 Gbp long PacBio reads. Further scaffolding was performed using Bionano optical maps and 10x Chromium reads. Results The resulting sequences were arranged into 12 pseudomolecules using Hi-C sequencing. This resulted in a 901 Mbp assembly, with a completeness of 95%, as determined by Benchmarking with Universal Single-Copy Orthologs (BUSCO). Sequencing of RNA from multiple tissues resulting in ~219 Gbp of reads was used to annotate the genome assembly with an RNA-Seq guided gene prediction, and for a de novo transcriptome assembly. This chromosome-level, high-quality reference genome for S. chilense accession LA1972 will support future breeding efforts for more sustainable tomato production. Discussion Gene sequences related to drought and salt resistance were compared between S. chilense and S. lycopersicum to identify amino acid variations with high potential for functional impact. These variants were subsequently analysed in 84 resequenced tomato lines across 12 different related species to explore the variant distributions. We identified a set of 7 putative impactful amino acid variants some of which may also impact on fruit development for example the ethylene-responsive transcription factor WIN1 and ethylene-insensitive protein 2. These variants could be tested for their ability to confer functional phenotypes to cultivars that have lost these variants.
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Affiliation(s)
- Corentin Molitor
- The Bioinformatics Group, School of Water, Energy and Environment, Cranfield University, Wharley End, United Kingdom
| | - Tomasz J. Kurowski
- The Bioinformatics Group, School of Water, Energy and Environment, Cranfield University, Wharley End, United Kingdom
| | | | - Zoltan Kevei
- Soil, Agrifood and Biosciences, Cranfield University, Wharley End, United Kingdom
| | - Daniel J. Spindlow
- The Bioinformatics Group, School of Water, Energy and Environment, Cranfield University, Wharley End, United Kingdom
| | - Steffimol R. Chacko Kaitholil
- The Bioinformatics Group, School of Water, Energy and Environment, Cranfield University, Wharley End, United Kingdom
| | - Justice U. Iheanyichi
- The Bioinformatics Group, School of Water, Energy and Environment, Cranfield University, Wharley End, United Kingdom
| | - H. C. Prasanna
- Division of Vegetable Crops, ICAR-Indian Institute of Horticultural Research, Bangalore, India
| | - Andrew J. Thompson
- Soil, Agrifood and Biosciences, Cranfield University, Wharley End, United Kingdom
| | - Fady R. Mohareb
- The Bioinformatics Group, School of Water, Energy and Environment, Cranfield University, Wharley End, United Kingdom
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5
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Cruz-Nicolás J, Jaramillo-Correa JP, Gernandt DS. Stochastic processes and changes in evolutionary rate are associated with diversification in a lineage of tropical hard pines (Pinus). Mol Phylogenet Evol 2024; 192:108011. [PMID: 38195010 DOI: 10.1016/j.ympev.2024.108011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 12/08/2023] [Accepted: 01/06/2024] [Indexed: 01/11/2024]
Abstract
The study of the patterns of polymorphism and molecular evolution among closely related species is key to understanding the evolutionary forces involved in the diversification of lineages. This point is a big challenge in species with slow evolutionary rates, long life cycles, and ancient, shared polymorphisms such as conifers. Under the premise of divergence in a stepwise migration process, we expect clinal geographical patterns of purifying selection efficiency, and genetic structure related to latitude or longitude. If migration is accompanied by changes in the environment, we could further expect a role of positive selection in driving species divergence. Here, we infer patterns of polymorphism, efficiency of purifying selection, and molecular evolution using a dataset of 161 nuclear genes (∼71 Kb) in a lineage of hard pines from North America, the Caribbean, Mexico, and Central America presumed to have migrated from North America toward lower latitudes with tropical conditions. Under the premise of differences in selective pressures, we also look for possible signals of positive selection. To test our hypothesis, first we estimated different indices to infer patterns of polymorphism and efficiency of purifying selection (Ka, Ks, Ka/Ks, dN, dS, dN/dS, and dxy) and compared these metrics across five clades. Also, we investigated possible clinal patterns in these indices and morphological traits (needle length and cone length). Then we inferred genetic structure and environmental differences among species to test for possible signals of positive selection using phylogenetic methods in specific clades. We found differences among clades using Ka, Ks, and Ka/Ks with a relaxation of purifying selection, especially in the Elliotti and Patula clades. We also found environmental differences related to geographic distance, and among clades suggesting differences in selective pressures. The indices Ks, dxy, and needle length had relationships with geography but not ovulate cone length. Finally, we found that most analyzed genes are under purifying selection, but there was an exception of faster evolutionary rate in some pine species, suggesting the possible action of positive selection in divergence. Our study indicated that stochastic processes have played a key role in the diversification of the group, with a possible input of positive selection in pines from Mexico and Central America.
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Affiliation(s)
- Jorge Cruz-Nicolás
- Departamento de Botánica, Instituto de Biología, Universidad Nacional Autónoma de México, Ciudad de México CDMX 04510, Mexico.
| | - Juan Pablo Jaramillo-Correa
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México CDMX 04510, Mexico
| | - David S Gernandt
- Departamento de Botánica, Instituto de Biología, Universidad Nacional Autónoma de México, Ciudad de México CDMX 04510, Mexico.
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6
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Schmey T, Small C, Einspanier S, Hoyoz LM, Ali T, Gamboa S, Mamani B, Sepulveda GC, Thines M, Stam R. Small-spored Alternaria spp. (section Alternaria) are common pathogens on wild tomato species. Environ Microbiol 2023; 25:1830-1846. [PMID: 37171093 DOI: 10.1111/1462-2920.16394] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 04/25/2023] [Indexed: 05/13/2023]
Abstract
The wild relatives of modern tomato crops are native to South America. These plants occur in habitats as different as the Andes and the Atacama Desert and are, to some degree, all susceptible to fungal pathogens of the genus Alternaria. Alternaria is a large genus. On tomatoes, several species cause early blight, leaf spots and other diseases. We collected Alternaria-like infection lesions from the leaves of eight wild tomato species from Chile and Peru. Using molecular barcoding markers, we characterized the pathogens. The infection lesions were caused predominantly by small-spored species of Alternaria of the section Alternaria, like A. alternata, but also by Stemphylium spp., Alternaria spp. from the section Ulocladioides and other related species. Morphological observations and an infection assay confirmed this. Comparative genetic diversity analyses show a larger diversity in this wild system than in studies of cultivated Solanum species. As A. alternata has been reported to be an increasing problem in cultivated tomatoes, investigating the evolutionary potential of this pathogen is not only interesting to scientists studying wild plant pathosystems. It could also inform crop protection and breeding programs to be aware of potential epidemics caused by species still confined to South America.
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Affiliation(s)
- Tamara Schmey
- Chair of Phytopathology, TUM School of Life Science, Technische Universität München, Freising-Weihenstephan, Germany
| | - Corinn Small
- Chair of Phytopathology, TUM School of Life Science, Technische Universität München, Freising-Weihenstephan, Germany
| | - Severin Einspanier
- Department for Phytopathology and Crop Protection, Institute for Phytopathology, Faculty of Agricultural and Nutritional Sciences, Christian Albrechts University, Kiel, Germany
| | - Lina Muñoz Hoyoz
- Chair of Phytopathology, TUM School of Life Science, Technische Universität München, Freising-Weihenstephan, Germany
| | - Tahir Ali
- Translational Biodiversity Genomics Centre, Senckenberg Institute, Frankfurt am Main, Germany
- Institute of Plant Sciences, University of Cologne, Cologne, Germany
| | - Soledad Gamboa
- Plant Pathology and Bacteriology, International Potato Centre, Lima, Peru
| | - Betty Mamani
- Instituto Basadre de Investigación en Agrobiotecnología y Recursos Genéticos, Escuela de Agronomía, Facultad Ciencias Agropecuarias, Universidad Nacional Jorge Basadre Grohmann, Tacna, Peru
| | - German C Sepulveda
- Departmento de recursos Ambientales, Facultad de Ciencias Agronómicas, Universidad de Arapacá, Arica, Chile
| | - Marco Thines
- Translational Biodiversity Genomics Centre, Senckenberg Institute, Frankfurt am Main, Germany
- Senckenberg Biodiversity and Climate Research Center, Senckenberg Gesellschaft für Naturforschung, Frankfurt am Main, Germany
- Department of Biology, Institute of Ecology, Evolution, and Diversity, Goethe University, Frankfurt am Main, Germany
| | - Remco Stam
- Department for Phytopathology and Crop Protection, Institute for Phytopathology, Faculty of Agricultural and Nutritional Sciences, Christian Albrechts University, Kiel, Germany
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Kahlon PS, Förner A, Muser M, Oubounyt M, Gigl M, Hammerl R, Baumbach J, Hückelhoven R, Dawid C, Stam R. Laminarin-triggered defence responses are geographically dependent in natural populations of Solanum chilense. JOURNAL OF EXPERIMENTAL BOTANY 2023; 74:3240-3254. [PMID: 36880316 DOI: 10.1093/jxb/erad087] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 03/06/2023] [Indexed: 05/21/2023]
Abstract
Natural plant populations are polymorphic and show intraspecific variation in resistance properties against pathogens. The activation of the underlying defence responses can depend on variation in perception of pathogen-associated molecular patterns or elicitors. To dissect such variation, we evaluated the responses induced by laminarin (a glucan, representing an elicitor from oomycetes) in the wild tomato species Solanum chilense and correlated this to observed infection frequencies of Phytophthora infestans. We measured reactive oxygen species burst and levels of diverse phytohormones upon elicitation in 83 plants originating from nine populations. We found high diversity in basal and elicitor-induced levels of each component. Further we generated linear models to explain the observed infection frequency of P. infestans. The effect of individual components differed dependent on the geographical origin of the plants. We found that the resistance in the southern coastal region, but not in the other regions, was directly correlated to ethylene responses and confirmed this positive correlation using ethylene inhibition assays. Our findings reveal high diversity in the strength of defence responses within a species and the involvement of different components with a quantitatively different contribution of individual components to resistance in geographically separated populations of a wild plant species.
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Affiliation(s)
- Parvinderdeep S Kahlon
- Chair of Phytopathology, TUM School of Life Sciences, Technical University of Munich, Emil-Ramann-Str. 2, 85354, Freising, Germany
| | - Andrea Förner
- Chair of Phytopathology, TUM School of Life Sciences, Technical University of Munich, Emil-Ramann-Str. 2, 85354, Freising, Germany
| | - Michael Muser
- Chair of Phytopathology, TUM School of Life Sciences, Technical University of Munich, Emil-Ramann-Str. 2, 85354, Freising, Germany
| | - Mhaned Oubounyt
- Research Group of Computational Systems Biology, University of Hamburg, Notkestrasse 9, 22607, Hamburg, Germany
| | - Michael Gigl
- Chair of Food Chemistry and Molecular Sensory Science, TUM School of Life Sciences, Technical University of Munich, Lise-Meitner-Str. 34, 85354 Freising, Germany
| | - Richard Hammerl
- Chair of Food Chemistry and Molecular Sensory Science, TUM School of Life Sciences, Technical University of Munich, Lise-Meitner-Str. 34, 85354 Freising, Germany
| | - Jan Baumbach
- Research Group of Computational Systems Biology, University of Hamburg, Notkestrasse 9, 22607, Hamburg, Germany
- Computational BioMedicine lab, Institute of Mathematics and Computer Science, University of Southern Denmark, Campusvej 55, Odense, Denmark
| | - Ralph Hückelhoven
- Chair of Phytopathology, TUM School of Life Sciences, Technical University of Munich, Emil-Ramann-Str. 2, 85354, Freising, Germany
| | - Corinna Dawid
- Chair of Food Chemistry and Molecular Sensory Science, TUM School of Life Sciences, Technical University of Munich, Lise-Meitner-Str. 34, 85354 Freising, Germany
| | - Remco Stam
- Department of Phytopathology and Crop Protection, Institute for Phytopathology, Kiel University, Hermann Rodewald Str 9, 24118 Kiel, Germany
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Wei K, Silva-Arias GA, Tellier A. Selective sweeps linked to the colonization of novel habitats and climatic changes in a wild tomato species. THE NEW PHYTOLOGIST 2023; 237:1908-1921. [PMID: 36419182 DOI: 10.1111/nph.18634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 11/16/2022] [Indexed: 06/16/2023]
Abstract
Positive selection is the driving force underpinning local adaptation and leaves footprints of selective sweeps on the underlying major genes. Quantifying the timing of selection and revealing the genetic bases of adaptation in plant species occurring in steep and varying environmental gradients are crucial to predict a species' ability to colonize new niches. We use whole-genome sequence data from six populations across three different habitats of the wild tomato species Solanum chilense to infer the past demographic history and search for genes under strong positive selection. We then correlate current and past climatic projections with the demographic history, allele frequencies, the age of selection events and distribution shifts. Several selective sweeps occur at regulatory networks involved in root-hair development in low altitude and response to photoperiod and vernalization in high-altitude populations. These sweeps appear to occur in a concerted fashion in a given regulatory gene network at particular periods of substantial climatic change. Using a unique combination of genome scans and modelling of past climatic data, we quantify the timing of selection at genes likely underpinning local adaptation to semiarid habitats.
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Affiliation(s)
- Kai Wei
- Population Genetics, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Liesel-Beckmann Strasse 2, 85354, Freising, Germany
| | - Gustavo A Silva-Arias
- Population Genetics, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Liesel-Beckmann Strasse 2, 85354, Freising, Germany
| | - Aurélien Tellier
- Population Genetics, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Liesel-Beckmann Strasse 2, 85354, Freising, Germany
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9
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Comparison of Drought and Heat Resistance Strategies among Six Populations of Solanum chilense and Two Cultivars of Solanum lycopersicum. PLANTS 2021; 10:plants10081720. [PMID: 34451764 PMCID: PMC8398976 DOI: 10.3390/plants10081720] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 08/13/2021] [Accepted: 08/17/2021] [Indexed: 12/02/2022]
Abstract
Within the tomato clade, Solanum chilense is considered one of the most promising sources of genes for tomato (S. lycopersicum) selection to biotic and abiotic stresses. In this study, we compared the effects of drought, high temperature, and their combination in two cultivars of S. lycopersicum and six populations of S. chilense, differing in their local habitat. Plants were grown at 21/19 °C or 28/26 °C under well-watered and water-stressed conditions. Plant growth, physiological responses, and expression of stress-responsive genes were investigated. Our results demonstrated strong variability among accessions. Differences in plant growth parameters were even higher among S. chilense populations than between species. The effects of water stress, high temperature, and their combination also differed according to the accession, suggesting differences in stress resistance between species and populations. Overall, water stress affected plants more negatively than temperature from a morpho-physiological point of view, while the expression of stress-responsive genes was more affected by temperature than by water stress. Accessions clustered in two groups regarding resistance to water stress and high temperature. The sensitive group included the S. lycopersicum cultivars and the S. chilense populations LA2931 and LA1930, and the resistant group included the S. chilense populations LA1958, LA2880, LA2765, and LA4107. Our results suggested that resistance traits were not particularly related to the environmental conditions in the natural habitat of the populations. The expression of stress-responsive genes was more stable in resistant accessions than in sensitive ones in response to water stress and high temperature. Altogether, our results suggest that water stress and high temperature resistance in S. chilense did not depend on single traits but on a combination of morphological, physiological, and genetic traits.
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10
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Kahlon PS, Verin M, Hückelhoven R, Stam R. Quantitative resistance differences between and within natural populations of Solanum chilense against the oomycete pathogen Phytophthora infestans. Ecol Evol 2021; 11:7768-7778. [PMID: 34188850 PMCID: PMC8216925 DOI: 10.1002/ece3.7610] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 04/07/2021] [Accepted: 04/09/2021] [Indexed: 01/01/2023] Open
Abstract
The wild tomato species Solanum chilense is divided into geographically and genetically distinct populations that show signs of defense gene selection and differential phenotypes when challenged with several phytopathogens, including the oomycete causal agent of late blight Phytophthora infestans. To better understand the phenotypic diversity of this disease resistance in S. chilense and to assess the effect of plant genotype versus pathogen isolate, respectively, we evaluated infection frequency in a systematic approach and with large sample sizes. We studied 85 genetically distinct individuals representing nine geographically separated populations of S. chilense. This showed that differences in quantitative resistance can be observed between but also within populations at the level of individual plants. Our data also did not reveal complete immunity in any of the genotypes. We further evaluated the resistance of a subset of the plants against P. infestans isolates with diverse virulence properties. This confirmed that the relative differences in resistance phenotypes between individuals were mainly determined by the plant genotype under consideration with modest effects of pathogen isolate used in the study. Thus, our report suggests that the observed quantitative resistance against P. infestans in natural populations of a wild tomato species S. chilense is the result of basal defense responses that depend on the host genotype and are pathogen isolate-unspecific.
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Affiliation(s)
| | - Melissa Verin
- TUM School of Life SciencesTechnical University of MunichFreisingGermany
| | - Ralph Hückelhoven
- TUM School of Life SciencesTechnical University of MunichFreisingGermany
| | - Remco Stam
- TUM School of Life SciencesTechnical University of MunichFreisingGermany
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11
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Lin YP, Mitchell-Olds T, Lee CR. The ecological, genetic and genomic architecture of local adaptation and population differentiation in Boechera stricta. Proc Biol Sci 2021; 288:20202472. [PMID: 33878927 DOI: 10.1098/rspb.2020.2472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Differential local adaptation restricts gene flow between populations inhabiting distinct environments, resulting in isolation by adaptation. In addition to the statistical inferences of genotype-environment associations, an integrative approach is needed to investigate the effect of local adaptation on population divergence at the ecological, genetic and genomic scale. Here, we combine reciprocal transplant, genome-environment association and QTL mapping to investigate local adaptation in Boechera stricta (Drummond's rockcress). With reciprocal transplant experiment, we found local genetic groups exhibit phenotypic characteristics corresponding to the distinct selection forces from different water availability. At the genetic level, the local allele of a major fitness QTL confers higher and sturdier flowering stalks, maximizing the fecundity fitness component under sufficient water supply, and its genetic variation is associated with precipitation across the landscape. At the genomewide scale, we further showed that multiple loci associated with precipitation are highly differentiated between genetic groups, suggesting that local adaptation has a widespread effect on reducing gene flow. This study provides one of the few comprehensive examples demonstrating how local adaptation facilitates population divergence at the trait, gene and genome level.
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Affiliation(s)
- Ya-Ping Lin
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei 10617, Taiwan
| | | | - Cheng-Ruei Lee
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei 10617, Taiwan.,Genome and Systems Biology Degree Program, National Taiwan University, Taipei 10617, Taiwan.,Institute of Plant Biology, National Taiwan University, Taipei 10617, Taiwan
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12
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Raduski AR, Igić B. Biosystematic studies on the status of Solanum chilense. AMERICAN JOURNAL OF BOTANY 2021; 108:520-537. [PMID: 33783814 DOI: 10.1002/ajb2.1621] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 11/19/2020] [Indexed: 06/12/2023]
Abstract
PREMISE Common taxonomic practices, which condition species' descriptions on diagnostic morphological traits, may systematically lump outcrossing species and unduly split selfing species. Specifically, higher effective population sizes and genetic diversity of obligate outcrossers are expected to result less reliable phenotypic diagnoses. Wild tomatoes, members of Solanum sect. Lycopersicum, are commonly used as a source of exotic germplasm for improvement of the cultivated tomato, and are increasingly employed in basic research. Although the section experienced significant early work, which continues presently, the taxonomic status of many wild species has undergone a number of significant revisions and remains uncertain. Species in this section vary in their breeding systems, notably the expression of self-incompatibility, which determines individual propensity for outcrossing METHODS: Here, we examine the taxonomic status of obligately outcrossing Chilean wild tomato (Solanum chilense) using reduced-representation sequencing (RAD-seq), a range of phylogenetic and population genetic analyses, as well as analyses of crossing and morphological data. RESULTS Overall, each of our analyses provides a considerable weight of evidence that the Pacific coastal populations and Andean inland populations of the currently described Solanum chilense represent separately evolving populations, and conceal at least one undescribed cryptic species. CONCLUSIONS Despite its vast economic importance, Solanum sect. Lycopersicon still exhibits considerable taxonomic instability. A pattern of under-recognition of outcrossing species may be common, not only in tomatoes, but across flowering plants. We discuss the possible causes and implications of this observation, with a focus on macroevolutionary inference.
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Affiliation(s)
- Andrew R Raduski
- Dept. of Biological Sciences, University of Illinois at Chicago, Chicago, Illinois, 60607, U.S.A
- Dept. of Plant & Microbial Biology, University of Minnesota - Twin Cities, St. Paul, Minnesota, 55108, U.S.A
| | - Boris Igić
- Dept. of Biological Sciences, University of Illinois at Chicago, Chicago, Illinois, 60607, U.S.A
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Cruz-Nicolás J, Villarruel-Arroyo A, Gernandt DS, Fonseca RM, Aguirre-Planter E, Eguiarte LE, Jaramillo-Correa JP. Non-adaptive evolutionary processes governed the diversification of a temperate conifer lineage after its migration into the tropics. Mol Phylogenet Evol 2021; 160:107125. [PMID: 33636326 DOI: 10.1016/j.ympev.2021.107125] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 02/16/2021] [Accepted: 02/17/2021] [Indexed: 11/16/2022]
Abstract
Constructing phylogenetic relationships among closely related species is a recurrent challenge in evolutionary biology, particularly for long-lived taxa with large effective population sizes and uncomplete reproductive isolation, like conifers. Conifers further have slow evolutionary rates, which raises the question of whether adaptive or non/adaptive processes were predominantly involved when they rapidly diversified after migrating from temperate regions into the tropical mountains. Indeed, fine-scale phylogenetic relationships within several conifer genus remain under debate. Here, we studied the phylogenetic relationships of endemic firs (Abies, Pinaceae) discontinuously distributed in the montane forests from the Southwestern United States to Guatemala, and addressed several hypotheses related to adaptive and non-adaptive radiations. We derived over 80 K SNPs from genotyping by sequencing (GBS) for 45 individuals of nine Mesoamerican species to perform phylogenetic analyses. Both Maximum Likelihood and quartets-inference phylogenies resulted in a well-resolved topology, showing a single fir lineage divided in four subgroups that coincided with the main mountain ranges of Mesoamerica; thus having important taxonomic implications. Such subdivision fitted a North-South isolation by distance framework, in which non-adaptive allopatric processes seemed the rule. Interestingly, several reticulations were observed within subgroups, especially in the central-south region, which may explain past difficulties for generating infrageneric phylogenies. Further evidence for non-adaptive processes was obtained from analyses of 21 candidate-gene regions, which exhibited diminishing values of πa/πs and Ka/Ks with latitude, thus indicating reduced efficiency of purifying selection towards the Equator. Our study indicates that non-adaptive allopatric processes may be key generators of species diversity and endemism in the tropics.
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Affiliation(s)
- Jorge Cruz-Nicolás
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, AP 70-275, Mexico City CDMX 04510, Mexico
| | - Alfredo Villarruel-Arroyo
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, AP 70-275, Mexico City CDMX 04510, Mexico
| | - David S Gernandt
- Departamento de Botánica, Instituto de Biología, Universidad Nacional Autónoma de México, AP 70-233, Mexico City CDMX 04510, Mexico
| | - Rosa María Fonseca
- Laboratorio de Plantas Vasculares, Facultad de Ciencias, Universidad Nacional Autónoma de México, AP 70-282, Mexico City CDMX 04510, Mexico
| | - Erika Aguirre-Planter
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, AP 70-275, Mexico City CDMX 04510, Mexico
| | - Luis E Eguiarte
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, AP 70-275, Mexico City CDMX 04510, Mexico
| | - Juan P Jaramillo-Correa
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, AP 70-275, Mexico City CDMX 04510, Mexico.
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Kahlon PS, Seta SM, Zander G, Scheikl D, Hückelhoven R, Joosten MHAJ, Stam R. Population studies of the wild tomato species Solanum chilense reveal geographically structured major gene-mediated pathogen resistance. Proc Biol Sci 2020; 287:20202723. [PMID: 33352079 DOI: 10.1098/rspb.2020.2723] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Natural plant populations encounter strong pathogen pressure and defence-associated genes are known to be under selection dependent on the pressure by the pathogens. Here, we use populations of the wild tomato Solanum chilense to investigate natural resistance against Cladosporium fulvum, a well-known ascomycete pathogen of domesticated tomatoes. Host populations used are from distinct geographical origins and share a defined evolutionary history. We show that distinct populations of S. chilense differ in resistance against the pathogen. Screening for major resistance gene-mediated pathogen recognition throughout the whole species showed clear geographical differences between populations and complete loss of pathogen recognition in the south of the species range. In addition, we observed high complexity in a homologues of Cladosporium resistance (Hcr) locus, underlying the recognition of C. fulvum, in central and northern populations. Our findings show that major gene-mediated recognition specificity is diverse in a natural plant-pathosystem. We place major gene resistance in a geographical context that also defined the evolutionary history of that species. Data suggest that the underlying loci are more complex than previously anticipated, with small-scale gene recombination being possibly responsible for maintaining balanced polymorphisms in the populations that experience pathogen pressure.
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Affiliation(s)
- Parvinderdeep S Kahlon
- Chair of Phytopathology, TUM School of Life Sciences, Technical University of Munich, Emil-Ramann-Str. 2, 85354 Freising, Germany
| | - Shallet Mindih Seta
- Chair of Phytopathology, TUM School of Life Sciences, Technical University of Munich, Emil-Ramann-Str. 2, 85354 Freising, Germany
| | - Gesche Zander
- Chair of Phytopathology, TUM School of Life Sciences, Technical University of Munich, Emil-Ramann-Str. 2, 85354 Freising, Germany
| | - Daniela Scheikl
- Section of Population Genetics, TUM School of Life Sciences, Technical University of Munich, Liesel-Beckmann Str. 2, 85354 Freising, Germany
| | - Ralph Hückelhoven
- Chair of Phytopathology, TUM School of Life Sciences, Technical University of Munich, Emil-Ramann-Str. 2, 85354 Freising, Germany
| | - Matthieu H A J Joosten
- Laboratory of Phytopathology, Wageningen University and Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Remco Stam
- Chair of Phytopathology, TUM School of Life Sciences, Technical University of Munich, Emil-Ramann-Str. 2, 85354 Freising, Germany
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15
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Jaramillo-Correa JP, Bagnoli F, Grivet D, Fady B, Aravanopoulos FA, Vendramin GG, González-Martínez SC. Evolutionary rate and genetic load in an emblematic Mediterranean tree following an ancient and prolonged population collapse. Mol Ecol 2020; 29:4797-4811. [PMID: 33063352 DOI: 10.1111/mec.15684] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Revised: 09/25/2020] [Accepted: 09/28/2020] [Indexed: 12/18/2022]
Abstract
Severe bottlenecks significantly diminish the amount of genetic diversity and the speed at which it accumulates (i.e., evolutionary rate). They further compromise the efficiency of natural selection to eliminate deleterious variants, which may reach fixation in the surviving populations. Consequently, expanding and adapting to new environments may pose a significant challenge when strong bottlenecks result in genetic pauperization. Herein, we surveyed the patterns of nucleotide diversity, molecular adaptation and genetic load across 177 gene-loci in a circum-Mediterranean conifer (Pinus pinea L.) that represents one of the most extreme cases of genetic pauperization in widespread outbreeding taxa. We found very little genetic variation in both hypervariable nuclear microsatellites (SSRs) and gene-loci, which translated into genetic diversity estimates one order of magnitude lower than those previously reported for pines. Such values were consistent with a strong population decline that began some ~1 Ma. Comparisons with the related and parapatric maritime pine (Pinus pinaster Ait.) revealed reduced rates of adaptive evolution (α and ωa ) and a significant accumulation of genetic load. It is unlikely that these are the result from differences in mutation rate or linkage disequilibrium between the two species; instead they are the presumable outcome of contrasting demographic histories affecting both the speed at which these taxa accumulate genetic diversity, and the global efficacy of selection. Future studies, and programs for conservation and management, should thus start testing for the effects of genetic load on fitness, and integrating such effects into predictive models.
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Affiliation(s)
- Juan P Jaramillo-Correa
- Department of Evolutionary Ecology, Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Francesca Bagnoli
- Division of Florence, Institute of Biosciences and Bioresources, National Research Council, Sesto Fiorentino, Italy
| | - Delphine Grivet
- Department of Forest Ecology and Genetics, Forest Research Centre, INIA-CIFOR, Madrid, Spain
| | - Bruno Fady
- INRAE, Unité de Recherche Écologie des Forêts Méditerranéennes (URFM), Avignon, France
| | - Filippos A Aravanopoulos
- Laboratory of Forest Genetics and Tree Breeding, Department of Forestry and Natural Environment, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Giovanni G Vendramin
- Division of Florence, Institute of Biosciences and Bioresources, National Research Council, Sesto Fiorentino, Italy
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16
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Lin YP, Lu CY, Lee CR. The climatic association of population divergence and future extinction risk of Solanum pimpinellifolium. AOB PLANTS 2020; 12:plaa012. [PMID: 32257092 PMCID: PMC7107907 DOI: 10.1093/aobpla/plaa012] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 03/11/2020] [Indexed: 06/01/2023]
Abstract
Under intraspecific differentiation driven by differential climatic adaptation, it may be expected that intraspecific genetic groups occur at distinct environments. Populations occupying different niches may therefore differ in their ability to cope with climate change. Here, we addressed this hypothesis with a wild tomato, Solanum pimpinellifolium. This species is distributed from the west side of Andes to the coastal region in Peru and Ecuador and occupies a wide environmental diversity. This environmental diversity is related to the genetic structure of the species providing an ideal material to investigate the isolation by environment hypothesis. While previous hypothesis stated that S. pimpinellifolium originated from northern Peru and migrated northwards and southwards, our results support that S. pimpinellifolium originated from Ecuador and expanded to northern and southern Peru, and during this process, the niche space of S. pimpinellifolium became more associated with cold and drought. We further predicted its fate under anthropogenic climate change. According to our predictions, the northern group will maintain its current extent or even expand to the entire western region of Ecuador. In contrast, we predicted low habitat suitability for the southern group which could potentially lead to the shrinkage of its distribution. In conclusion, we revealed the distinct fates among the differentiated populations driven by environment under global warming conditions.
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Affiliation(s)
- Ya-Ping Lin
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei, Taiwan
| | - Cheng-Yueh Lu
- Institute of Plant Biology, National Taiwan University, Taipei, Taiwan
| | - Cheng-Ruei Lee
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei, Taiwan
- Institute of Plant Biology, National Taiwan University, Taipei, Taiwan
- Genome and Systems Biology Degree Program, National Taiwan University, Taipei, Taiwan
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17
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Scossa F, Fernie AR. The evolution of metabolism: How to test evolutionary hypotheses at the genomic level. Comput Struct Biotechnol J 2020; 18:482-500. [PMID: 32180906 PMCID: PMC7063335 DOI: 10.1016/j.csbj.2020.02.009] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Revised: 02/12/2020] [Accepted: 02/13/2020] [Indexed: 01/21/2023] Open
Abstract
The origin of primordial metabolism and its expansion to form the metabolic networks extant today represent excellent systems to study the impact of natural selection and the potential adaptive role of novel compounds. Here we present the current hypotheses made on the origin of life and ancestral metabolism and present the theories and mechanisms by which the large chemical diversity of plants might have emerged along evolution. In particular, we provide a survey of statistical methods that can be used to detect signatures of selection at the gene and population level, and discuss potential and limits of these methods for investigating patterns of molecular adaptation in plant metabolism.
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Affiliation(s)
- Federico Scossa
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Potsdam-Golm, Germany
- Council for Agricultural Research and Economics (CREA), Research Centre for Genomics and Bioinformatics (CREA-GB), Via Ardeatina 546, 00178 Rome, Italy
| | - Alisdair R. Fernie
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Potsdam-Golm, Germany
- Center of Plant Systems Biology and Biotechnology (CPSBB), Plovdiv, Bulgaria
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18
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The de Novo Reference Genome and Transcriptome Assemblies of the Wild Tomato Species Solanum chilense Highlights Birth and Death of NLR Genes Between Tomato Species. G3-GENES GENOMES GENETICS 2019; 9:3933-3941. [PMID: 31604826 PMCID: PMC6893187 DOI: 10.1534/g3.119.400529] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Wild tomato species, like Solanum chilense, are important germplasm resources for enhanced biotic and abiotic stress resistance in tomato breeding. S. chilense also serves as a model to study adaptation of plants to drought and the evolution of seed banks. The absence of a well-annotated reference genome in this compulsory outcrossing, very diverse species limits in-depth studies on the genes involved. We generated ∼134 Gb of DNA and 157 Gb of RNA sequence data for S chilense, which yielded a draft genome with an estimated length of 914 Mb, encoding 25,885 high-confidence predicted gene models, which show homology to known protein-coding genes of other tomato species. Approximately 71% of these gene models are supported by RNA-seq data derived from leaf tissue samples. Benchmarking with Universal Single-Copy Orthologs (BUSCO) analysis of predicted gene models retrieved 93.3% of BUSCO genes. To further verify the genome annotation completeness and accuracy, we manually inspected the NLR resistance gene family and assessed its assembly quality. We find subfamilies of NLRs unique to S. chilense. Synteny analysis suggests significant degree of the gene order conservation between the S. chilense, S. lycopersicum and S. pennellii genomes. We generated the first genome and transcriptome sequence assemblies for the wild tomato species Solanum chilense and demonstrated their value in comparative genomics analyses. These data are an important resource for studies on adaptation to biotic and abiotic stress in Solanaceae, on evolution of self-incompatibility and for tomato breeding.
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Stam R, Silva-Arias GA, Tellier A. Subsets of NLR genes show differential signatures of adaptation during colonization of new habitats. THE NEW PHYTOLOGIST 2019; 224:367-379. [PMID: 31230368 DOI: 10.1111/nph.16017] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Accepted: 06/14/2019] [Indexed: 06/09/2023]
Abstract
Nucleotide binding site, leucine-rich repeat receptors (NLRs) are canonical resistance (R) genes in plants, fungi and animals, functioning as central (helper) and peripheral (sensor) genes in a signalling network. We investigate NLR evolution during the colonization of novel habitats in a model tomato species, Solanum chilense. We used R-gene enrichment sequencing to obtain polymorphism data at NLRs of 140 plants sampled across 14 populations covering the whole species range. We inferred the past demographic history of habitat colonization by resequencing whole genomes from three S. chilense plants from three key populations and performing approximate Bayesian computation using data from the 14 populations. Using these parameters, we simulated the genetic differentiation statistics distribution expected under neutral NLR evolution and identified small subsets of outlier NLRs exhibiting signatures of selection across populations. NLRs under selection between habitats are more often helper genes, whereas those showing signatures of adaptation in single populations are more often sensor-NLRs. Thus, centrality in the NLR network does not constrain NLR evolvability, and new mutations in central genes in the network are key for R-gene adaptation during colonization of different habitats.
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Affiliation(s)
- Remco Stam
- Phytopathology, Technical University Munich, 85354, Freising, Germany
- Population Genetics, Technical University Munich, 85354, Freising, Germany
| | | | - Aurelien Tellier
- Population Genetics, Technical University Munich, 85354, Freising, Germany
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20
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Ravindran SP, Herrmann M, Cordellier M. Contrasting patterns of divergence at the regulatory and sequence level in European Daphnia galeata natural populations. Ecol Evol 2019; 9:2487-2504. [PMID: 30891195 PMCID: PMC6405927 DOI: 10.1002/ece3.4894] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2018] [Revised: 12/05/2018] [Accepted: 12/13/2018] [Indexed: 12/30/2022] Open
Abstract
Understanding the genetic basis of local adaptation has long been a focus of evolutionary biology. Recently, there has been increased interest in deciphering the evolutionary role of Daphnia's plasticity and the molecular mechanisms of local adaptation. Using transcriptome data, we assessed the differences in gene expression profiles and sequences in four European Daphnia galeata populations. In total, ~33% of 32,903 transcripts were differentially expressed between populations. Among 10,280 differentially expressed transcripts, 5,209 transcripts deviated from neutral expectations and their population-specific expression pattern is likely the result of local adaptation processes. Furthermore, a SNP analysis allowed inferring population structure and distribution of genetic variation. The population divergence at the sequence level was comparatively higher than the gene expression level by several orders of magnitude consistent with strong founder effects and lack of gene flow between populations. Using sequence homology, the candidate transcripts were annotated using a comparative genomics approach. Additionally, we also performed a weighted gene co-expression analysis to identify population-specific regulatory patterns of transcripts in D. galeata. Thus, we identified candidate transcriptomic regions for local adaptation in this key species of aquatic ecosystems in the absence of any laboratory-induced stressor.
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Affiliation(s)
| | - Maike Herrmann
- Department of Veterinary MedicinePaul‐Ehrlich‐InstitutLangenGermany
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21
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Tellier A. Persistent seed banking as eco-evolutionary determinant of plant nucleotide diversity: novel population genetics insights. THE NEW PHYTOLOGIST 2019; 221:725-730. [PMID: 30346030 DOI: 10.1111/nph.15424] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Accepted: 07/31/2018] [Indexed: 05/12/2023]
Abstract
Contents Summary 725 I. Introduction 725 II. Seed banks decrease the population extinction rate 726 III. Seed banks define the effective population size 727 IV. Seed banks affect the mutation rate 728 V. Seed banks affect the effective recombination rate 728 VI. Seed banks influence the rate and signatures of natural selection 729 VII. Conclusion 729 Acknowledgements 729 References 729 SUMMARY: Long-term persistent seed banking is a common temporal bet-hedging strategy in plants to adapt to unpredictable environments. The population genomics perspective developed in this article suggests that seed banking determines plant nucleotide diversity by decreasing the rate of genetic drift and the effect of linked selection while increasing mutational input. As a result, persistent seed banks are important factors determining the magnitude of the discrepancy between the census size of the above-ground plant population and its genetic diversity, an effect known as the Lewontin paradox. The theoretical population genetics predictions presented here can be tested by combining genome-wide polymorphism data with ecological studies of dormancy.
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Affiliation(s)
- Aurélien Tellier
- Section of Population Genetics, Technical University of Munich, Liesel-Beckmann Strasse 2, 85354, Freising, Germany
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22
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Ruiz Daniels R, Taylor RS, Serra-Varela MJ, Vendramin GG, González-Martínez SC, Grivet D. Inferring selection in instances of long-range colonization: The Aleppo pine (Pinus halepensis) in the Mediterranean Basin. Mol Ecol 2018; 27:3331-3345. [PMID: 29972881 DOI: 10.1111/mec.14786] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Revised: 05/31/2018] [Accepted: 06/14/2018] [Indexed: 01/03/2023]
Abstract
Teasing apart the effects of natural selection and demography on current allele frequencies is challenging, due to both processes leaving a similar molecular footprint. In particular, when attempting to identify selection in species that have undergone a recent range expansion, the increase in genetic drift at the edges of range expansions ("allele surfing") can be a confounding factor. To address this potential issue, we first assess the long-range colonization history of the Aleppo pine across the Mediterranean Basin, using molecular markers. We then look for single nucleotide polymorphisms (SNPs) involved in local adaptation using: (a) environmental correlation methods (bayenv2), focusing on bioclimatic variables important for the species' adaptation (i.e., temperature, precipitation and water availability); and (b) FST -related methods (pcadapt). To assess the rate of false positives caused by the allele surfing effect, these results are compared with results from simulated SNP data that mimics the species' past range expansions and the effect of genetic drift, but with no selection. We find that the Aleppo pine shows a previously unsuspected complex genetic structure across its range, as well as evidence of selection acting on SNPs involved with the response to bioclimatic variables such as drought. This study uses an original approach to disentangle the confounding effects of drift and selection in range margin populations. It also contributes to the increased evidence that plant populations are able to adapt to new environments despite the expected accumulation of deleterious mutations that takes place during long-range colonizations.
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Affiliation(s)
- Rose Ruiz Daniels
- Department of Forest Ecology and Genetics, Forest Research Centre, INIA, Madrid, Spain
| | | | - María Jesús Serra-Varela
- Department of Forest Ecology and Genetics, Forest Research Centre, INIA, Madrid, Spain
- Department of Plant Production and Forest Resources, University of Valladolid, Palencia, Spain
- Sustainable Forest Management Research Institute, INIA, University of Valladolid, Palencia, Spain
| | - Giovanni G Vendramin
- Institute of Biosciences and Bioresources, National Research Council, Sesto Fiorentino, FI, Italy
| | - Santiago C González-Martínez
- Sustainable Forest Management Research Institute, INIA, University of Valladolid, Palencia, Spain
- BIOGECO, INRA, University of Bordeaux, Cestas, France
| | - Delphine Grivet
- Department of Forest Ecology and Genetics, Forest Research Centre, INIA, Madrid, Spain
- Sustainable Forest Management Research Institute, INIA, University of Valladolid, Palencia, Spain
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23
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Roth M, Florez-Rueda AM, Griesser S, Paris M, Städler T. Incidence and developmental timing of endosperm failure in post-zygotic isolation between wild tomato lineages. ANNALS OF BOTANY 2018; 121:107-118. [PMID: 29280998 PMCID: PMC5786209 DOI: 10.1093/aob/mcx133] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Accepted: 10/04/2017] [Indexed: 05/19/2023]
Abstract
BACKGROUND AND AIMS Defective hybrid seed development in angiosperms might mediate the rapid establishment of intrinsic post-zygotic isolation between closely related species. Extensive crosses within and among three lineages of wild tomatoes (Solanum section Lycopersicon) were performed to address the incidence, developmental timing and histological manifestations of hybrid seed failure. These lineages encompass different, yet fairly recent, divergence times and both allopatric and partially sympatric pairs. METHODS Mature seeds were scored visually 2 months after hand pollinations, and viable-looking seeds were assessed for germination success. Using histological sections from early-developing seeds from a sub-set of crosses, the growth of three major seed compartments (endosperm, embryo and seed coat) was measured at critical developmental stages up to 21 d after pollination, with a focus on the timing and histological manifestations of endosperm misdevelopment in abortive hybrid seeds. KEY RESULTS For two of three interspecific combinations including the most closely related pair that was also studied histologically, almost all mature seeds appeared 'flat' and proved inviable; histological analyses revealed impaired endosperm proliferation at early globular embryo stages, concomitant with embryo arrest and seed abortion in both cross directions. The third interspecific combination yielded a mixture of flat, inviable and plump, viable seeds; many of the latter germinated and exhibited near-normal juvenile phenotypes or, in some instances, hybrid necrosis and impaired growth. CONCLUSIONS The overall results suggest that near-complete hybrid seed failure can evolve fairly rapidly and without apparent divergence in reproductive phenology/biology. While the evidence accrued here is largely circumstantial, early-acting disruptions of normal endosperm development are most probably the common cause of seed failure regardless of the type of endosperm (nuclear or cellular).
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Affiliation(s)
- Morgane Roth
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich–Basel Plant Science Center, ETH Zurich, Zurich, Switzerland
| | - Ana M Florez-Rueda
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich–Basel Plant Science Center, ETH Zurich, Zurich, Switzerland
| | - Stephan Griesser
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich–Basel Plant Science Center, ETH Zurich, Zurich, Switzerland
| | - Margot Paris
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich–Basel Plant Science Center, ETH Zurich, Zurich, Switzerland
| | - Thomas Städler
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich–Basel Plant Science Center, ETH Zurich, Zurich, Switzerland
- For correspondence. Email
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Böndel KB, Nosenko T, Stephan W. Signatures of natural selection in abiotic stress-responsive genes of Solanum chilense. ROYAL SOCIETY OPEN SCIENCE 2018; 5:171198. [PMID: 29410831 PMCID: PMC5792908 DOI: 10.1098/rsos.171198] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Accepted: 12/04/2017] [Indexed: 06/01/2023]
Abstract
Environmental conditions are strong selective forces, which may influence adaptation and speciation. The wild tomato species Solanum chilense, native to South America, is exposed to a range of abiotic stress factors. To identify signatures of natural selection and local adaptation, we analysed 16 genes involved in the abiotic stress response and compared the results to a set of reference genes in 23 populations across the entire species range. The abiotic stress-responsive genes are characterized by elevated nonsynonymous nucleotide diversity and divergence. We detected signatures of positive selection in several abiotic stress-responsive genes on both the population and species levels. Local adaptation to abiotic stresses is particularly apparent at the boundary of the species distribution in populations from coastal low-altitude and mountainous high-altitude regions.
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25
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Beddows I, Reddy A, Kloesges T, Rose LE. Population Genomics in Wild Tomatoes-The Interplay of Divergence and Admixture. Genome Biol Evol 2017; 9:3023-3038. [PMID: 29077853 PMCID: PMC5714242 DOI: 10.1093/gbe/evx224] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/24/2017] [Indexed: 01/03/2023] Open
Abstract
Hybridization between closely related plant species is widespread, but the outcomes of hybridization are not fully understood. This study investigates phylogenetic relationships and the history of hybridization in the wild tomato clade (Solanum sect. Lycopersicon). We sequenced RNA from individuals of 38 different populations and, by combining this with published data, build a comprehensive genomic data set for the entire clade. The data indicate that many taxa are not monophyletic and many individuals are admixed due to repeated hybridization. The most polymorphic species, Solanum peruvianum, has two genetic and geographical subpopulations, while its sister species, Solanum chilense, has distinct coastal populations and reduced heterozygosity indicating a recent expansion south following speciation from S. peruvianum circa 1.25 Ma. Discontinuous populations west of 72° are currently described as S. chilense, but are genetically intermediate between S. chilense and S. peruvianum. Based upon molecular, morphological, and crossing data, we test the hypothesis that these discontinuous "S. chilense" populations are an example of recombinational speciation. Recombinational speciation is rarely reported, and we discuss the difficulties in identifying it and differentiating between alternative demographic scenarios. This discovery presents a new opportunity to understand the genomic outcomes of hybridization in plants.
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Affiliation(s)
- Ian Beddows
- Institute of Population Genetics, Heinrich Heine University, Duesseldorf, Germany
- International Graduate School in Plant Sciences (iGRAD-Plant), Duesseldorf, Germany
| | - Aparna Reddy
- Institute of Population Genetics, Heinrich Heine University, Duesseldorf, Germany
| | - Thorsten Kloesges
- Institute of Population Genetics, Heinrich Heine University, Duesseldorf, Germany
| | - Laura E Rose
- Institute of Population Genetics, Heinrich Heine University, Duesseldorf, Germany
- International Graduate School in Plant Sciences (iGRAD-Plant), Duesseldorf, Germany
- Cluster of Excellence on Plant Sciences (CEPLAS), Duesseldorf, Germany
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26
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Range Expansion Compromises Adaptive Evolution in an Outcrossing Plant. Curr Biol 2017; 27:2544-2551.e4. [DOI: 10.1016/j.cub.2017.07.007] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2017] [Revised: 05/22/2017] [Accepted: 07/04/2017] [Indexed: 01/04/2023]
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27
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Koopmann B, Müller J, Tellier A, Živković D. Fisher–Wright model with deterministic seed bank and selection. Theor Popul Biol 2017; 114:29-39. [DOI: 10.1016/j.tpb.2016.11.005] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Revised: 11/18/2016] [Accepted: 11/22/2016] [Indexed: 01/30/2023]
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28
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Stam R, Scheikl D, Tellier A. The wild tomato species Solanum chilense shows variation in pathogen resistance between geographically distinct populations. PeerJ 2017; 5:e2910. [PMID: 28133579 PMCID: PMC5248578 DOI: 10.7717/peerj.2910] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Accepted: 12/08/2016] [Indexed: 12/13/2022] Open
Abstract
Wild tomatoes are a valuable source of disease resistance germplasm for tomato (Solanum lycopersicum) breeders. Many species are known to possess a certain degree of resistance against certain pathogens; however, evolution of resistance traits is yet poorly understood. For some species, like Solanum chilense, both differences in habitat and within species genetic diversity are very large. Here we aim to investigate the occurrence of spatially heterogeneous coevolutionary pressures between populations of S. chilense. We investigate the phenotypic differences in disease resistance within S. chilense against three common tomato pathogens (Alternaria solani, Phytophthora infestans and a Fusarium sp.) and confirm high degrees of variability in resistance properties between selected populations. Using generalised linear mixed models, we show that disease resistance does not follow the known demographic patterns of the species. Models with up to five available climatic and geographic variables are required to best describe resistance differences, confirming the complexity of factors involved in local resistance variation. We confirm that within S. chilense, resistance properties against various pathogens show a mosaic pattern and do not follow environmental patterns, indicating the strength of local pathogen pressures. Our study can form the basis for further investigations of the genetic traits involved.
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Affiliation(s)
- Remco Stam
- Section of Population Genetics, Technical University of Munich, Freising, Germany
| | - Daniela Scheikl
- Section of Population Genetics, Technical University of Munich, Freising, Germany
| | - Aurélien Tellier
- Section of Population Genetics, Technical University of Munich, Freising, Germany
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29
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Florez-Rueda AM, Paris M, Schmidt A, Widmer A, Grossniklaus U, Städler T. Genomic Imprinting in the Endosperm Is Systematically Perturbed in Abortive Hybrid Tomato Seeds. Mol Biol Evol 2016; 33:2935-2946. [PMID: 27601611 PMCID: PMC5062328 DOI: 10.1093/molbev/msw175] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Hybrid seed failure represents an important postzygotic barrier to interbreeding among species of wild tomatoes (Solanum section Lycopersicon) and other flowering plants. We studied genome-wide changes associated with hybrid seed abortion in the closely related Solanum peruvianum and S. chilense where hybrid crosses yield high proportions of inviable seeds due to endosperm failure and arrested embryo development. Based on differences of seed size in reciprocal hybrid crosses and developmental evidence implicating endosperm failure, we hypothesized that perturbed genomic imprinting is involved in this strong postzygotic barrier. Consequently, we surveyed the transcriptomes of developing endosperms from intra- and inter-specific crosses using tissues isolated by laser-assisted microdissection. We implemented a novel approach to estimate parent-of-origin–specific expression using both homozygous and heterozygous nucleotide differences between parental individuals and identified candidate imprinted genes. Importantly, we uncovered systematic shifts of “normal” (intraspecific) maternal:paternal transcript proportions in hybrid endosperms; the average maternal proportion of gene expression increased in both crossing directions but was stronger with S. peruvianum in the maternal role. These genome-wide shifts almost entirely eliminated paternally expressed imprinted genes in S. peruvianum hybrid endosperm but also affected maternally expressed imprinted genes and all other assessed genes. These profound, systematic changes in parental expression proportions suggest that core processes of transcriptional regulation are functionally compromised in hybrid endosperm and contribute to hybrid seed failure.
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Affiliation(s)
- Ana M Florez-Rueda
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich-Basel Plant Science Center, ETH Zurich, Zurich, Switzerland
| | - Margot Paris
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich-Basel Plant Science Center, ETH Zurich, Zurich, Switzerland
| | - Anja Schmidt
- Plant Developmental Genetics, Department of Plant and Microbial Biology & Zurich-Basel Plant Science Center, University of Zurich, Zurich, Switzerland
| | - Alex Widmer
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich-Basel Plant Science Center, ETH Zurich, Zurich, Switzerland
| | - Ueli Grossniklaus
- Plant Developmental Genetics, Department of Plant and Microbial Biology & Zurich-Basel Plant Science Center, University of Zurich, Zurich, Switzerland
| | - Thomas Städler
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich-Basel Plant Science Center, ETH Zurich, Zurich, Switzerland
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Stam R, Scheikl D, Tellier A. Pooled Enrichment Sequencing Identifies Diversity and Evolutionary Pressures at NLR Resistance Genes within a Wild Tomato Population. Genome Biol Evol 2016; 8:1501-15. [PMID: 27189991 PMCID: PMC4898808 DOI: 10.1093/gbe/evw094] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/16/2016] [Indexed: 12/13/2022] Open
Abstract
Nod-like receptors (NLRs) are nucleotide-binding domain and leucine-rich repeats containing proteins that are important in plant resistance signaling. Many of the known pathogen resistance (R) genes in plants are NLRs and they can recognize pathogen molecules directly or indirectly. As such, divergence and copy number variants at these genes are found to be high between species. Within populations, positive and balancing selection are to be expected if plants coevolve with their pathogens. In order to understand the complexity of R-gene coevolution in wild nonmodel species, it is necessary to identify the full range of NLRs and infer their evolutionary history. Here we investigate and reveal polymorphism occurring at 220 NLR genes within one population of the partially selfing wild tomato species Solanum pennellii. We use a combination of enrichment sequencing and pooling ten individuals, to specifically sequence NLR genes in a resource and cost-effective manner. We focus on the effects which different mapping and single nucleotide polymorphism calling software and settings have on calling polymorphisms in customized pooled samples. Our results are accurately verified using Sanger sequencing of polymorphic gene fragments. Our results indicate that some NLRs, namely 13 out of 220, have maintained polymorphism within our S. pennellii population. These genes show a wide range of πN/πS ratios and differing site frequency spectra. We compare our observed rate of heterozygosity with expectations for this selfing and bottlenecked population. We conclude that our method enables us to pinpoint NLR genes which have experienced natural selection in their habitat.
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Affiliation(s)
- Remco Stam
- Section of Population Genetics, Technische Universität München, Freising, Germany
| | - Daniela Scheikl
- Section of Population Genetics, Technische Universität München, Freising, Germany
| | - Aurélien Tellier
- Section of Population Genetics, Technische Universität München, Freising, Germany
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Nosenko T, Böndel KB, Kumpfmüller G, Stephan W. Adaptation to low temperatures in the wild tomato species Solanum chilense. Mol Ecol 2016; 25:2853-69. [PMID: 27037798 DOI: 10.1111/mec.13637] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2015] [Revised: 03/07/2016] [Accepted: 03/22/2016] [Indexed: 11/29/2022]
Abstract
Molecular adaptation to abiotic stresses in plants is a complex process based mainly on the modifications of gene transcriptional activity and the alteration of protein-protein interactions. We used a combination of population genetic, comparative transcriptomic and plant physiology approaches to investigate the mechanisms of adaptation to low temperatures in Solanum chilense populations distributed along Andean altitudinal gradients. We found that plants from all populations have high chilling tolerance, which does not correlate with temperatures in their native habitats. In contrast, tolerance to freezing shows a significant association with altitude and temperature variables. We also observed the differences in expression patterns of cold-response genes between plants from high- and low-altitude populations. These results suggest that genetic adaptations to low temperatures evolved in high-altitude populations of S. chilense. At the transcriptional level, these adaptations may include high levels of constitutive expression of the genes encoding ICE1, the key transcription factor of the cold signalling pathway, and chloroplast ω-3 fatty acid desaturase FAD7. At the sequence level, a signature of selection associated with the adaptation to high altitudes was detected at the C-terminal part of ICE1 encoding the ACT regulatory domain.
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Affiliation(s)
- Tetyana Nosenko
- Section of Evolutionary Biology, Department of Biology II, Ludwig-Maximilians University of Munich, Großhaderner Str. 2, Planegg-Martinsried, 82152, Germany
| | - Katharina B Böndel
- Section of Evolutionary Biology, Department of Biology II, Ludwig-Maximilians University of Munich, Großhaderner Str. 2, Planegg-Martinsried, 82152, Germany.,Institute of Evolutionary Biology, University of Edinburgh, Ashworth Laboratories, King's Buildings, Charlotte Auerbach Road, Edinburgh, EH9, 3FL, UK
| | - Gabriele Kumpfmüller
- Section of Evolutionary Biology, Department of Biology II, Ludwig-Maximilians University of Munich, Großhaderner Str. 2, Planegg-Martinsried, 82152, Germany
| | - Wolfgang Stephan
- Section of Evolutionary Biology, Department of Biology II, Ludwig-Maximilians University of Munich, Großhaderner Str. 2, Planegg-Martinsried, 82152, Germany.,Museum für Naturkunde Berlin, Invalidenstr. 4, Berlin, 10115, Germany
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