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Busoms S, Fischer S, Yant L. Chasing the mechanisms of ecologically adaptive salinity tolerance. PLANT COMMUNICATIONS 2023; 4:100571. [PMID: 36883005 PMCID: PMC10721451 DOI: 10.1016/j.xplc.2023.100571] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 02/12/2023] [Accepted: 03/03/2023] [Indexed: 06/18/2023]
Abstract
Plants adapted to challenging environments offer fascinating models of evolutionary change. Importantly, they also give information to meet our pressing need to develop resilient, low-input crops. With mounting environmental fluctuation-including temperature, rainfall, and soil salinity and degradation-this is more urgent than ever. Happily, solutions are hiding in plain sight: the adaptive mechanisms from natural adapted populations, once understood, can then be leveraged. Much recent insight has come from the study of salinity, a widespread factor limiting productivity, with estimates of 20% of all cultivated lands affected. This is an expanding problem, given increasing climate volatility, rising sea levels, and poor irrigation practices. We therefore highlight recent benchmark studies of ecologically adaptive salt tolerance in plants, assessing macro- and microevolutionary mechanisms, and the recently recognized role of ploidy and the microbiome on salinity adaptation. We synthesize insight specifically on naturally evolved adaptive salt-tolerance mechanisms, as these works move substantially beyond traditional mutant or knockout studies, to show how evolution can nimbly "tweak" plant physiology to optimize function. We then point to future directions to advance this field that intersect evolutionary biology, abiotic-stress tolerance, breeding, and molecular plant physiology.
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Affiliation(s)
- Silvia Busoms
- Plant Physiology Laboratory, Bioscience Faculty, Universitat Autònoma de Barcelona, Bellaterra, Barcelona E-08193, Spain
| | - Sina Fischer
- Future Food Beacon of Excellence, University of Nottingham, Nottingham NG7 2RD, UK; School of Biosciences, University of Nottingham, Nottingham NG7 2RD, UK
| | - Levi Yant
- Future Food Beacon of Excellence, University of Nottingham, Nottingham NG7 2RD, UK; School of Life Sciences, University of Nottingham, Nottingham NG7 2RD, UK.
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2
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Atta K, Mondal S, Gorai S, Singh AP, Kumari A, Ghosh T, Roy A, Hembram S, Gaikwad DJ, Mondal S, Bhattacharya S, Jha UC, Jespersen D. Impacts of salinity stress on crop plants: improving salt tolerance through genetic and molecular dissection. FRONTIERS IN PLANT SCIENCE 2023; 14:1241736. [PMID: 37780527 PMCID: PMC10540871 DOI: 10.3389/fpls.2023.1241736] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Accepted: 08/14/2023] [Indexed: 10/03/2023]
Abstract
Improper use of water resources in irrigation that contain a significant amount of salts, faulty agronomic practices such as improper fertilization, climate change etc. are gradually increasing soil salinity of arable lands across the globe. It is one of the major abiotic factors that inhibits overall plant growth through ionic imbalance, osmotic stress, oxidative stress, and reduced nutrient uptake. Plants have evolved with several adaptation strategies at morphological and molecular levels to withstand salinity stress. Among various approaches, harnessing the crop genetic variability across different genepools and developing salinity tolerant crop plants offer the most sustainable way of salt stress mitigation. Some important major genetic determinants controlling salinity tolerance have been uncovered using classical genetic approaches. However, its complex inheritance pattern makes breeding for salinity tolerance challenging. Subsequently, advances in sequence based breeding approaches and functional genomics have greatly assisted in underpinning novel genetic variants controlling salinity tolerance in plants at the whole genome level. This current review aims to shed light on physiological, biochemical, and molecular responses under salt stress, defense mechanisms of plants, underlying genetics of salt tolerance through bi-parental QTL mapping and Genome Wide Association Studies, and implication of Genomic Selection to breed salt tolerant lines.
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Affiliation(s)
- Kousik Atta
- ICAR-Indian Agricultural Research Institute, New Delhi, India
- Bidhan Chandra Krishi Viswavidyalaya, Mohanpur, West Bengal, India
| | - Saptarshi Mondal
- Department of Crop and Soil Sciences, University of Georgia, Griffin, GA, United States
| | - Shouvik Gorai
- Bidhan Chandra Krishi Viswavidyalaya, Mohanpur, West Bengal, India
| | - Aditya Pratap Singh
- Bidhan Chandra Krishi Viswavidyalaya, Mohanpur, West Bengal, India
- School of Agriculture, GIET University, Gunupur, Rayagada, Odisha, India
| | - Amrita Kumari
- Bidhan Chandra Krishi Viswavidyalaya, Mohanpur, West Bengal, India
| | - Tuhina Ghosh
- ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Arkaprava Roy
- ICAR-Indian Agricultural Research Institute, New Delhi, India
- ICAR- National Institute of Biotic Stress Management, Raipur, India
| | - Suryakant Hembram
- WBAS (Research), Government of West Bengal, Field Crop Research Station, Burdwan, India
| | | | - Subhasis Mondal
- Bidhan Chandra Krishi Viswavidyalaya, Mohanpur, West Bengal, India
| | | | | | - David Jespersen
- Department of Crop and Soil Sciences, University of Georgia, Griffin, GA, United States
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3
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Genome-Wide Association Studies across Environmental and Genetic Contexts Reveal Complex Genetic Architecture of Symbiotic Extended Phenotypes. mBio 2022; 13:e0182322. [PMID: 36286519 PMCID: PMC9765617 DOI: 10.1128/mbio.01823-22] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A goal of modern biology is to develop the genotype-phenotype (G→P) map, a predictive understanding of how genomic information generates trait variation that forms the basis of both natural and managed communities. As microbiome research advances, however, it has become clear that many of these traits are symbiotic extended phenotypes, being governed by genetic variation encoded not only by the host's own genome, but also by the genomes of myriad cryptic symbionts. Building a reliable G→P map therefore requires accounting for the multitude of interacting genes and even genomes involved in symbiosis. Here, we use naturally occurring genetic variation in 191 strains of the model microbial symbiont Sinorhizobium meliloti paired with two genotypes of the host Medicago truncatula in four genome-wide association studies (GWAS) to determine the genomic architecture of a key symbiotic extended phenotype-partner quality, or the fitness benefit conferred to a host by a particular symbiont genotype, within and across environmental contexts and host genotypes. We define three novel categories of loci in rhizobium genomes that must be accounted for if we want to build a reliable G→P map of partner quality; namely, (i) loci whose identities depend on the environment, (ii) those that depend on the host genotype with which rhizobia interact, and (iii) universal loci that are likely important in all or most environments. IMPORTANCE Given the rapid rise of research on how microbiomes can be harnessed to improve host health, understanding the contribution of microbial genetic variation to host phenotypic variation is pressing, and will better enable us to predict the evolution of (and select more precisely for) symbiotic extended phenotypes that impact host health. We uncover extensive context-dependency in both the identity and functions of symbiont loci that control host growth, which makes predicting the genes and pathways important for determining symbiotic outcomes under different conditions more challenging. Despite this context-dependency, we also resolve a core set of universal loci that are likely important in all or most environments, and thus, serve as excellent targets both for genetic engineering and future coevolutionary studies of symbiosis.
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4
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Rushworth CA, Wagner MR, Mitchell-Olds T, Anderson JT. The Boechera model system for evolutionary ecology. AMERICAN JOURNAL OF BOTANY 2022; 109:1939-1961. [PMID: 36371714 DOI: 10.1002/ajb2.16090] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 08/27/2022] [Accepted: 08/30/2022] [Indexed: 06/16/2023]
Abstract
Model systems in biology expand the research capacity of individuals and the community. Closely related to Arabidopsis, the genus Boechera has emerged as an important ecological model owing to the ability to integrate across molecular, functional, and eco-evolutionary approaches. Boechera species are broadly distributed in relatively undisturbed habitats predominantly in western North America and provide one of the few experimental systems for identification of ecologically important genes through genome-wide association studies and investigations of selection with plants in their native habitats. The ecologically, evolutionarily, and agriculturally important trait of apomixis (asexual reproduction via seeds) is common in the genus, and field experiments suggest that abiotic and biotic environments shape the evolution of sex. To date, population genetic studies have focused on the widespread species B. stricta, detailing population divergence and demographic history. Molecular and ecological studies show that balancing selection maintains genetic variation in ~10% of the genome, and ecological trade-offs contribute to complex trait variation for herbivore resistance, flowering phenology, and drought tolerance. Microbiome analyses have shown that host genotypes influence leaf and root microbiome composition, and the soil microbiome influences flowering phenology and natural selection. Furthermore, Boechera offers numerous opportunities for investigating biological responses to global change. In B. stricta, climate change has induced a shift of >2 weeks in the timing of first flowering since the 1970s, altered patterns of natural selection, generated maladaptation in previously locally-adapted populations, and disrupted life history trade-offs. Here we review resources and results for this eco-evolutionary model system and discuss future research directions.
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Affiliation(s)
| | - Maggie R Wagner
- Department of Ecology and Evolutionary Biology, Kansas Biological Survey and Center for Ecological Research, University of Kansas, Lawrence, KS, 66045, USA
| | | | - Jill T Anderson
- Department of Genetics and Odum School of Ecology, University of Georgia, Athens, GA, 30602, USA
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5
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Biochemical composition and biological activities of Salicornia europaea L. from southern Tunisia. JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION 2022. [DOI: 10.1007/s11694-022-01574-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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6
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Batstone RT, Burghardt LT, Heath KD. Phenotypic and genomic signatures of interspecies cooperation and conflict in naturally occurring isolates of a model plant symbiont. Proc Biol Sci 2022; 289:20220477. [PMID: 35858063 PMCID: PMC9277234 DOI: 10.1098/rspb.2022.0477] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Given the need to predict the outcomes of (co)evolution in host-associated microbiomes, whether microbial and host fitnesses tend to trade-off, generating conflict, remains a pressing question. Examining the relationships between host and microbe fitness proxies at both the phenotypic and genomic levels can illuminate the mechanisms underlying interspecies cooperation and conflict. We examined naturally occurring genetic variation in 191 strains of the model microbial symbiont Sinorhizobium meliloti, paired with each of two host Medicago truncatula genotypes in single- or multi-strain experiments to determine how multiple proxies of microbial and host fitness were related to one another and test key predictions about mutualism evolution at the genomic scale, while also addressing the challenge of measuring microbial fitness. We found little evidence for interspecies fitness conflict; loci tended to have concordant effects on both microbe and host fitnesses, even in environments with multiple co-occurring strains. Our results emphasize the importance of quantifying microbial relative fitness for understanding microbiome evolution and thus harnessing microbiomes to improve host fitness. Additionally, we find that mutualistic coevolution between hosts and microbes acts to maintain, rather than erode, genetic diversity, potentially explaining why variation in mutualism traits persists in nature.
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Affiliation(s)
- Rebecca T. Batstone
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, 1206 West Gregory Drive, Urbana, IL 61801, USA
| | - Liana T. Burghardt
- Department of Plant Science, The Pennsylvania State University, 103 Tyson Building, University Park, PA, 16802 USA
| | - Katy D. Heath
- Department of Plant Biology, University of Illinois at Urbana-Champaign, 286 Morrill Hall, 505 South Goodwin Avenue, Urbana, IL 61801, USA
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Chakraborty S, Harris JM. At the Crossroads of Salinity and Rhizobium-Legume Symbiosis. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2022; 35:540-553. [PMID: 35297650 DOI: 10.1094/mpmi-09-21-0231-fi] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Legume roots interact with soil bacteria rhizobia to develop nodules, de novo symbiotic root organs that host these rhizobia and are mini factories of atmospheric nitrogen fixation. Nodulation is a sophisticated developmental process and is sensitive to several abiotic factors, salinity being one of them. While salinity influences both the free-living partners, symbiosis is more vulnerable than other aspects of plant and microbe physiology, and the symbiotic interaction is strongly impaired even under moderate salinity. In this review, we tease apart the various known components of rhizobium-legume symbiosis and how they interact with salt stress. We focus primarily on the initial stages of symbiosis since we have a greater mechanistic understanding of the interaction at these stages.[Formula: see text] Copyright © 2022 The Author(s). This is an open access article distributed under the CC BY 4.0 International license.
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Affiliation(s)
- Sanhita Chakraborty
- Department of Plant Biology, University of Vermont, Burlington, VT 05405, U.S.A
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI 53706, U.S.A
| | - Jeanne M Harris
- Department of Plant Biology, University of Vermont, Burlington, VT 05405, U.S.A
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8
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Chakraborty S, Driscoll HE, Abrahante JE, Zhang F, Fisher RF, Harris JM. Salt Stress Enhances Early Symbiotic Gene Expression in Medicago truncatula and Induces a Stress-Specific Set of Rhizobium-Responsive Genes. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2021; 34:904-921. [PMID: 33819071 PMCID: PMC8578154 DOI: 10.1094/mpmi-01-21-0019-r] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Salt stress is a major agricultural concern inhibiting not only plant growth but also the symbiotic association between legume roots and the soil bacteria rhizobia. This symbiotic association is initiated by a molecular dialogue between the two partners, leading to the activation of a signaling cascade in the legume host and, ultimately, the formation of nitrogen-fixing root nodules. Here, we show that a moderate salt stress increases the responsiveness of early symbiotic genes in Medicago truncatula to its symbiotic partner, Sinorhizobium meliloti while, conversely, inoculation with S. meliloti counteracts salt-regulated gene expression, restoring one-third to control levels. Our analysis of early nodulin 11 (ENOD11) shows that salt-induced expression is dynamic, Nod-factor dependent, and requires the ionic but not the osmotic component of salt. We demonstrate that salt stimulation of rhizobium-induced gene expression requires NSP2, which functions as a node to integrate the abiotic and biotic signals. In addition, our work reveals that inoculation with S. meliloti succinoglycan mutants also hyperinduces ENOD11 expression in the presence or absence of salt, suggesting a possible link between rhizobial exopolysaccharide and the plant response to salt stress. Finally, we identify an accessory set of genes that are induced by rhizobium only under conditions of salt stress and have not been previously identified as being nodulation-related genes. Our data suggest that interplay of core nodulation genes with different accessory sets, specific for different abiotic conditions, functions to establish the symbiosis. Together, our findings reveal a complex and dynamic interaction between plant, microbe, and environment.[Formula: see text] Copyright © 2021 The Author(s). This is an open access article distributed under the CC BY 4.0 International license.
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Affiliation(s)
- Sanhita Chakraborty
- Department of Plant Biology, University of Vermont, Burlington, VT 05405, USA
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Heather E. Driscoll
- Vermont Biomedical Research Network (VBRN), Department of Biology, Norwich University, Northfield, Vermont 05663, USA
| | - Juan E. Abrahante
- University of Minnesota Informatics Institute (UMII) (CCRB 1-210C), 2231 6th Street SE, Minneapolis, MN 55455, USA
| | - Fan Zhang
- Vermont Biomedical Research Network (VBRN), Department of Biology, University of Vermont, Burlington, Vermont 05405, USA
- Institute for Translational Research and Department of family medicine, University of North Texas Health Science Center, Fort Worth, TX, 76107
| | - Robert F. Fisher
- Stanford University, Department of Biology, 371 Serra Mall, Stanford, California 94305-5020, USA
| | - Jeanne M. Harris
- Department of Plant Biology, University of Vermont, Burlington, VT 05405, USA
- Corresponding author: Jeanne M. Harris ()
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9
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Afkhami ME, Friesen ML, Stinchcombe JR. Multiple Mutualism Effects generate synergistic selection and strengthen fitness alignment in the interaction between legumes, rhizobia and mycorrhizal fungi. Ecol Lett 2021; 24:1824-1834. [PMID: 34110064 DOI: 10.1111/ele.13814] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 05/02/2021] [Indexed: 01/05/2023]
Abstract
Nearly all organisms participate in multiple mutualisms, and complementarity within these complex interactions can result in synergistic fitness effects. However, it remains largely untested how multiple mutualisms impact eco-evolutionary dynamics in interacting species. We tested how multiple microbial mutualists-N-fixing bacteria and mycorrrhizal fungi-affected selection and heritability of traits in their shared host plant (Medicago truncatula), as well as fitness alignment between partners. Our results demonstrate for the first time that multiple mutualisms synergistically affect the selection and heritability of host traits and enhance fitness alignment between mutualists. Specifically, we found interaction with multiple microbial symbionts doubled the strength of natural selection on a plant architectural trait, resulted in 2- to 3-fold higher heritability of plant reproductive success, and more than doubled fitness alignment between N-fixing bacteria and plants. These findings show synergism generated by multiple mutualisms extends to key components of microevolutionary change, emphasising the importance of multiple mutualism effects on evolutionary trajectories.
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Affiliation(s)
| | - Maren L Friesen
- Department of Plant Pathology, Department of Crop and Soil Sciences, Washington State University, Pullman, WA, USA
| | - John R Stinchcombe
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON, Canada
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10
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Nelson JT, Motamayor JC, Cornejo OE. Environment and pathogens shape local and regional adaptations to climate change in the chocolate tree, Theobroma cacao L. Mol Ecol 2020; 30:656-669. [PMID: 33247971 DOI: 10.1111/mec.15754] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 10/23/2020] [Accepted: 11/13/2020] [Indexed: 12/22/2022]
Abstract
Predicting the potential fate of a species in the face of climate change requires knowing the distribution of molecular adaptations across the geographic range of the species. In this work, we analysed 79 genomes of Theobroma cacao, an Amazonian tree known for the fruit from which chocolate is produced, to evaluate how local and regional molecular signatures of adaptation are distributed across the natural range of the species. We implemented novel techniques that incorporate summary statistics from multiple selection scans to infer selective sweeps. The majority of the molecular adaptations in the genome are not shared among populations. We show that ~71.5% of genes under selection also show significant associations with changes in environmental variables. Our results support the interpretation that these genes contribute to local adaptation of the populations in response to abiotic factors. We also found strong patterns of molecular adaptation in a diverse array of disease resistance genes (6.5% of selective sweeps), suggesting that differential adaptation to pathogens also contributes significantly to local adaptations. Our results are consistent with the interpretation that local selective pressures are more important than regional selective pressures in explaining adaptation across the range of a species.
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Affiliation(s)
- Joel T Nelson
- School of Biological Sciences, Washington State University, Pullman, WA, USA
| | | | - Omar E Cornejo
- School of Biological Sciences, Washington State University, Pullman, WA, USA
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11
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Batstone RT, O’Brien AM, Harrison TL, Frederickson ME. Experimental evolution makes microbes more cooperative with their local host genotype. Science 2020; 370:476-478. [DOI: 10.1126/science.abb7222] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 08/31/2020] [Indexed: 12/14/2022]
Affiliation(s)
- Rebecca T. Batstone
- Department of Ecology & Evolutionary Biology, University of Toronto, Toronto, ON M5S 3B2, Canada
- Carl R. Woese Institute for Genomic Biology, University of Illinois, Urbana, IL 61801, USA
| | - Anna M. O’Brien
- Department of Ecology & Evolutionary Biology, University of Toronto, Toronto, ON M5S 3B2, Canada
- Department of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON M5S 3G8, Canada
| | - Tia L. Harrison
- Department of Ecology & Evolutionary Biology, University of Toronto, Toronto, ON M5S 3B2, Canada
| | - Megan E. Frederickson
- Department of Ecology & Evolutionary Biology, University of Toronto, Toronto, ON M5S 3B2, Canada
- Centre for the Analysis of Genome Evolution & Function, University of Toronto, Toronto, ON M5S 3B2, Canada
- Radcliffe Institute for Advanced Study, Harvard University, Cambridge, MA 02138, USA
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12
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Gentzbittel L, Ben C, Mazurier M, Shin MG, Lorenz T, Rickauer M, Marjoram P, Nuzhdin SV, Tatarinova TV. WhoGEM: an admixture-based prediction machine accurately predicts quantitative functional traits in plants. Genome Biol 2019; 20:106. [PMID: 31138283 PMCID: PMC6537182 DOI: 10.1186/s13059-019-1697-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Accepted: 04/23/2019] [Indexed: 12/13/2022] Open
Abstract
The explosive growth of genomic data provides an opportunity to make increased use of sequence variations for phenotype prediction. We have developed a prediction machine for quantitative phenotypes (WhoGEM) that overcomes some of the bottlenecks limiting the current methods. We demonstrated its performance by predicting quantitative disease resistance and quantitative functional traits in the wild model plant species, Medicago truncatula, using geographical locations as covariates for admixture analysis. The method's prediction reliability equals or outperforms all existing algorithms for quantitative phenotype prediction. WhoGEM analysis produces evidence that variation in genome admixture proportions explains most of the phenotypic variation for quantitative phenotypes.
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Affiliation(s)
- Laurent Gentzbittel
- EcoLab, Université de Toulouse, CNRS, Avenue de l’Agrobiopole BP 32607, Auzeville-Tolosane, F-31326 Castanet-Tolosan, France
| | - Cécile Ben
- EcoLab, Université de Toulouse, CNRS, Avenue de l’Agrobiopole BP 32607, Auzeville-Tolosane, F-31326 Castanet-Tolosan, France
| | - Mélanie Mazurier
- EcoLab, Université de Toulouse, CNRS, Avenue de l’Agrobiopole BP 32607, Auzeville-Tolosane, F-31326 Castanet-Tolosan, France
| | - Min-Gyoung Shin
- University of Southern California, 1050 Childs Way (USC), Los Angeles, CA 90089-0371 USA
| | - Todd Lorenz
- University of La Verne, 1950 3rd Street, La Verne, CA 91750 USA
| | - Martina Rickauer
- EcoLab, Université de Toulouse, CNRS, Avenue de l’Agrobiopole BP 32607, Auzeville-Tolosane, F-31326 Castanet-Tolosan, France
| | - Paul Marjoram
- University of Southern California, 1050 Childs Way (USC), Los Angeles, CA 90089-0371 USA
| | - Sergey V. Nuzhdin
- University of Southern California, 1050 Childs Way (USC), Los Angeles, CA 90089-0371 USA
| | - Tatiana V. Tatarinova
- University of La Verne, 1950 3rd Street, La Verne, CA 91750 USA
- Department of Fundamental Biology and Biotechnology, Siberian Federal University, 660074 Krasnoyarsk, Russia
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13
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Jha UC, Bohra A, Jha R, Parida SK. Salinity stress response and 'omics' approaches for improving salinity stress tolerance in major grain legumes. PLANT CELL REPORTS 2019; 38:255-277. [PMID: 30637478 DOI: 10.1007/s00299-019-02374-5] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Accepted: 01/04/2019] [Indexed: 05/21/2023]
Abstract
Sustaining yield gains of grain legume crops under growing salt-stressed conditions demands a thorough understanding of plant salinity response and more efficient breeding techniques that effectively integrate modern omics knowledge. Grain legume crops are important to global food security being an affordable source of dietary protein and essential mineral nutrients to human population, especially in the developing countries. The global productivity of grain legume crops is severely challenged by the salinity stress particularly in the face of changing climates coupled with injudicious use of irrigation water and improper agricultural land management. Plants adapt to sustain under salinity-challenged conditions through evoking complex molecular mechanisms. Elucidating the underlying complex mechanisms remains pivotal to our knowledge about plant salinity response. Improving salinity tolerance of plants demand enriching cultivated gene pool of grain legume crops through capitalizing on 'adaptive traits' that contribute to salinity stress tolerance. Here, we review the current progress in understanding the genetic makeup of salinity tolerance and highlight the role of germplasm resources and omics advances in improving salt tolerance of grain legumes. In parallel, scope of next generation phenotyping platforms that efficiently bridge the phenotyping-genotyping gap and latest research advances including epigenetics is also discussed in context to salt stress tolerance. Breeding salt-tolerant cultivars of grain legumes will require an integrated "omics-assisted" approach enabling accelerated improvement of salt-tolerance traits in crop breeding programs.
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Affiliation(s)
- Uday Chand Jha
- ICAR-Indian Institute of Pulses Research (IIPR), Kanpur, 208024, India.
| | - Abhishek Bohra
- ICAR-Indian Institute of Pulses Research (IIPR), Kanpur, 208024, India.
| | - Rintu Jha
- ICAR-Indian Institute of Pulses Research (IIPR), Kanpur, 208024, India
| | - Swarup Kumar Parida
- National Institute of Plant Genome Research (NIPGR), New Delhi, 110067, India
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14
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Mousavi‐Derazmahalleh M, Bayer PE, Hane JK, Valliyodan B, Nguyen HT, Nelson MN, Erskine W, Varshney RK, Papa R, Edwards D. Adapting legume crops to climate change using genomic approaches. PLANT, CELL & ENVIRONMENT 2019; 42:6-19. [PMID: 29603775 PMCID: PMC6334278 DOI: 10.1111/pce.13203] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Accepted: 03/10/2018] [Indexed: 05/05/2023]
Abstract
Our agricultural system and hence food security is threatened by combination of events, such as increasing population, the impacts of climate change, and the need to a more sustainable development. Evolutionary adaptation may help some species to overcome environmental changes through new selection pressures driven by climate change. However, success of evolutionary adaptation is dependent on various factors, one of which is the extent of genetic variation available within species. Genomic approaches provide an exceptional opportunity to identify genetic variation that can be employed in crop improvement programs. In this review, we illustrate some of the routinely used genomics-based methods as well as recent breakthroughs, which facilitate assessment of genetic variation and discovery of adaptive genes in legumes. Although additional information is needed, the current utility of selection tools indicate a robust ability to utilize existing variation among legumes to address the challenges of climate uncertainty.
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Affiliation(s)
- Mahsa Mousavi‐Derazmahalleh
- UWA School of Agriculture and EnvironmentThe University of Western Australia35 Stirling HighwayCrawleyWestern Australia6009Australia
- School of Biological SciencesThe University of Western Australia35 Stirling HighwayCrawleyWestern Australia6009Australia
| | - Philipp E. Bayer
- School of Biological SciencesThe University of Western Australia35 Stirling HighwayCrawleyWestern Australia6009Australia
| | - James K. Hane
- CCDM BioinformaticsCentre for Crop Disease Management, Curtin UniversityBentleyWestern Australia6102Australia
| | - Babu Valliyodan
- Division of Plant Sciences and National Center for Soybean BiotechnologyUniversity of MissouriColumbiaMO65211USA
| | - Henry T. Nguyen
- Division of Plant Sciences and National Center for Soybean BiotechnologyUniversity of MissouriColumbiaMO65211USA
| | - Matthew N. Nelson
- UWA School of Agriculture and EnvironmentThe University of Western Australia35 Stirling HighwayCrawleyWestern Australia6009Australia
- Natural Capital and Plant HealthRoyal Botanic Gardens Kew, Wakehurst PlaceArdinglyWest SussexRH17 6TNUK
- The UWA Institute of AgricultureThe University of Western Australia35 Stirling HighwayPerthWestern Australia6009Australia
| | - William Erskine
- UWA School of Agriculture and EnvironmentThe University of Western Australia35 Stirling HighwayCrawleyWestern Australia6009Australia
- Centre for Plant Genetics and BreedingThe University of Western Australia35 Stirling HighwayCrawleyWestern Australia6009Australia
- The UWA Institute of AgricultureThe University of Western Australia35 Stirling HighwayPerthWestern Australia6009Australia
| | - Rajeev K. Varshney
- UWA School of Agriculture and EnvironmentThe University of Western Australia35 Stirling HighwayCrawleyWestern Australia6009Australia
- The UWA Institute of AgricultureThe University of Western Australia35 Stirling HighwayPerthWestern Australia6009Australia
- International Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)Patancheru502 324India
| | - Roberto Papa
- Department of Agricultural, Food, and Environmental SciencesUniversità Politecnica delle Marche60131AnconaItaly
| | - David Edwards
- School of Biological SciencesThe University of Western Australia35 Stirling HighwayCrawleyWestern Australia6009Australia
- The UWA Institute of AgricultureThe University of Western Australia35 Stirling HighwayPerthWestern Australia6009Australia
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15
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Helliwell EE, Faber‐Hammond J, Lopez ZC, Garoutte A, Wettberg E, Friesen ML, Porter SS. Rapid establishment of a flowering cline in
Medicago polymorpha
after invasion of North America. Mol Ecol 2018; 27:4758-4774. [DOI: 10.1111/mec.14898] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 10/01/2018] [Accepted: 10/03/2018] [Indexed: 12/11/2022]
Affiliation(s)
- Emily E. Helliwell
- School of Biological Sciences Washington State University Vancouver Washington
| | | | - Zoie C. Lopez
- School of Biological Sciences Washington State University Vancouver Washington
| | - Aaron Garoutte
- Department of Plant Biology Michigan State University East Lansing Michigan
| | - Eric Wettberg
- Department of Plant and Soil Science The University of Vermont Burlington Vermont
| | - Maren L. Friesen
- Department of Plant Biology Michigan State University East Lansing Michigan
- Department of Plant Pathology Washington State University Pullman Washington
- Department of Crop and Soil Sciences Washington State University Pullman Washington
| | - Stephanie S. Porter
- School of Biological Sciences Washington State University Vancouver Washington
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16
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Ben Abdallah H, Mai HJ, Slatni T, Fink-Straube C, Abdelly C, Bauer P. Natural Variation in Physiological Responses of Tunisian Hedysarum carnosum Under Iron Deficiency. FRONTIERS IN PLANT SCIENCE 2018; 9:1383. [PMID: 30333841 PMCID: PMC6176081 DOI: 10.3389/fpls.2018.01383] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Accepted: 08/30/2018] [Indexed: 05/31/2023]
Abstract
Iron (Fe) is an essential element for plant growth and development. The cultivation of leguminous plants has generated strong interest because of their growth even on poor soils. Calcareous and saline soils with poor mineral availability are wide-spread in Tunisia. In an attempt to select better forage crops adapted to Tunisian soils, we characterized Fe deficiency responses of three different isolates of Hedysarum carnosum, an endemic Tunisian extremophile species growing in native stands in salt and calcareous soil conditions. H. carnosum is a non-model crop. The three isolates, named according to their habitats Karkar, Thelja, and Douiret, differed in the expression of Fe deficiency symptoms like morphology, leaf chlorosis with compromised leaf chlorophyll content and photosynthetic capacity and leaf metal contents. Across these parameters Thelja was found to be tolerant, while Karkar and Douiret were susceptible to Fe deficiency stress. The three physiological and molecular indicators of the iron deficiency response in roots, Fe reductase activity, growth medium acidification and induction of the IRON-REGULATED TRANSPORTER1 homolog, indicated that all lines responded to -Fe, however, varied in the strength of the different responses. We conclude that the individual lines have distinct adaptation capacities to react to iron deficiency, presumably involving mechanisms of whole-plant iron homeostasis and internal metal distribution. The Fe deficiency tolerance of Thelja might be linked with adaptation to its natural habitat on calcareous soil.
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Affiliation(s)
| | - Hans Jörg Mai
- Institute of Botany, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Tarek Slatni
- Laboratory of Extremophile Plant, Center of Biotechnology of Borj Cedria, Hammam-Lif, Tunisia
| | | | - Chedly Abdelly
- Laboratory of Extremophile Plant, Center of Biotechnology of Borj Cedria, Hammam-Lif, Tunisia
| | - Petra Bauer
- Institute of Botany, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Cluster of Excellence on Plant Sciences, Heinrich Heine University, Düsseldorf, Germany
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17
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Functional Genomics and Flowering Time in Medicago truncatula: An Overview. METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2018; 1822:261-271. [PMID: 30043309 DOI: 10.1007/978-1-4939-8633-0_17] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Flowering time is an important trait that influences adaptation and yield in many crop legumes. Both the inherent earliness of flowering and the degree to which it is responsive to environmental factors determine both the eco-geographic range across which crops can be successfully grown and the seasonal cycles most suitable for production. This chapter will provide a brief review of studies investigating the genetic control of flowering time in Medicago truncatula.
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18
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Guerrero J, Andrello M, Burgarella C, Manel S. Soil environment is a key driver of adaptation in Medicago truncatula: new insights from landscape genomics. THE NEW PHYTOLOGIST 2018; 219:378-390. [PMID: 29696659 DOI: 10.1111/nph.15171] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Accepted: 03/14/2018] [Indexed: 05/22/2023]
Abstract
Spatial differences in environmental selective pressures interact with the genomes of organisms, ultimately leading to local adaptation. Landscape genomics is an emergent research area that uncovers genome-environment associations, thus allowing researchers to identify candidate loci for adaptation to specific environmental variables. In the present study, we used latent factor mixed models (LFMMs) and Moran spectral outlier detection/randomization (MSOD-MSR) to identify candidate loci for adaptation to 10 environmental variables (climatic, soil and atmospheric) among 43 515 single nucleotide polymorphisms (SNPs) from 202 accessions of the model legume Medicago truncatula. Soil variables were associated with a large number of candidate loci identified through both LFMMs and MSOD-MSR. Genes tagged by candidate loci associated with drought and salinity are involved in the response to biotic and abiotic stresses, while those tagged by candidates associated with soil nitrogen and atmospheric nitrogen, participate in the legume-rhizobia symbiosis. Candidate SNPs identified through both LFMMs and MSOD-MSR explained up to 56% of variance in flowering traits. Our findings highlight the importance of soil in driving adaptation in the system and elucidate the basis of evolutionary potential of M. truncatula to respond to global climate change and anthropogenic disruption of the nitrogen cycle.
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Affiliation(s)
- Jimena Guerrero
- CEFE-CNRS, Centre D'Ecologie Fonctionelle et Evolutive, Route de Mende, 34090, Montpellier, France
| | - Marco Andrello
- CEFE-CNRS, Centre D'Ecologie Fonctionelle et Evolutive, Route de Mende, 34090, Montpellier, France
| | - Concetta Burgarella
- UMR DIADE Institut de Recherche pour le Developpement (IRD), Centre de Montpellier, BP 64501, Montpellier Cedex 5, France
- UMR AGAP Centre de Coopération International en Recherche Agronomique pour le Développement (CIRAD), Avenue Agropolis, 34398, Montpellier, France
| | - Stephanie Manel
- CEFE-CNRS, Centre D'Ecologie Fonctionelle et Evolutive, Route de Mende, 34090, Montpellier, France
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19
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Palakurty SX, Stinchcombe JR, Afkhami ME. Cooperation and coexpression: How coexpression networks shift in response to multiple mutualists. Mol Ecol 2018. [DOI: 10.1111/mec.14550] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
| | - John R. Stinchcombe
- Department of Ecology and Evolutionary Biology University of Toronto Toronto ON Canada
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20
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Garmier M, Gentzbittel L, Wen J, Mysore KS, Ratet P. Medicago truncatula: Genetic and Genomic Resources. ACTA ACUST UNITED AC 2017; 2:318-349. [PMID: 33383982 DOI: 10.1002/cppb.20058] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Medicago truncatula was chosen by the legume community, along with Lotus japonicus, as a model plant to study legume biology. Since then, numerous resources and tools have been developed for M. truncatula. These include, for example, its genome sequence, core ecotype collections, transformation/regeneration methods, extensive mutant collections, and a gene expression atlas. This review aims to describe the different genetic and genomic tools and resources currently available for M. truncatula. We also describe how these resources were generated and provide all the information necessary to access these resources and use them from a practical point of view. © 2017 by John Wiley & Sons, Inc.
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Affiliation(s)
- Marie Garmier
- Institute of Plant Sciences Paris-Saclay, Centre National de la Recherche Scientifique, Institut National de Recherche Agronomique, Université Paris-Sud, Université Evry, Université Paris-Saclay, Orsay, France.,Institute of Plant Sciences Paris-Saclay, Université Paris Diderot, Université Sorbonne Paris-Cité, Orsay, France
| | - Laurent Gentzbittel
- EcoLab, Université de Toulouse, Centre National de la Recherche Scientifique, Institut National Polytechnique de Toulouse, Université Paul Sabatier, Castanet-Tolosan, France
| | | | | | - Pascal Ratet
- Institute of Plant Sciences Paris-Saclay, Centre National de la Recherche Scientifique, Institut National de Recherche Agronomique, Université Paris-Sud, Université Evry, Université Paris-Saclay, Orsay, France.,Institute of Plant Sciences Paris-Saclay, Université Paris Diderot, Université Sorbonne Paris-Cité, Orsay, France
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21
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Garcia K, Ané JM. Polymorphic responses of Medicago truncatula accessions to potassium deprivation. PLANT SIGNALING & BEHAVIOR 2017; 12:e1307494. [PMID: 28340327 PMCID: PMC5437819 DOI: 10.1080/15592324.2017.1307494] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 03/08/2017] [Accepted: 03/10/2017] [Indexed: 06/06/2023]
Abstract
Potassium (K+) is an essential macronutrient for plants and the most abundant cation in cells. Due to variable K+ availability in the environment, plants must be able to adjust their developmental, physiological and transcriptional responses. The plant development to K+ deprivation was not well studied in legumes thus far. We recently described the first adaptation mechanisms of the model legume Medicago truncatula Jemalong A17 to long-term K+ deprivation and analyzed these responses in the context of arbuscular mycorrhizal symbiosis. Here we report polymorphic growth variations of two genetically very different accessions of M. truncatula to K+-limiting conditions, Jemalong A17, and the Tunisian accession Tn11.1. The faster adaptation of Tn11.1 than A17 to K+ shortage might be due to its greater adaptation to saline soils. Examining in a more systematic way the developmental adaptation of various M. truncatula accessions to K+ deprivation will provide a better understanding of how legume evolved to cope with this stressful condition.
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Affiliation(s)
- Kevin Garcia
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, USA
| | - Jean-Michel Ané
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, USA
- Department of Agronomy, University of Wisconsin-Madison, Madison, WI, USA
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22
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Batstone RT, Dutton EM, Wang D, Yang M, Frederickson ME. The evolution of symbiont preference traits in the model legume Medicago truncatula. THE NEW PHYTOLOGIST 2017; 213:1850-1861. [PMID: 27864973 DOI: 10.1111/nph.14308] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Accepted: 09/23/2016] [Indexed: 05/25/2023]
Abstract
Many hosts preferentially associate with or reward better symbionts, but how these symbiont preference traits evolve is an open question. Legumes often form more nodules with or provide more resources to rhizobia that fix more nitrogen (N), but they also acquire N from soil via root foraging. It is unclear whether root responses to abiotically and symbiotically derived N evolve independently. Here, we measured root foraging and both preferential allocation of root resources to and preferential association with an effective vs an ineffective N-fixing Ensifer meliloti strain in 35 inbred lines of the model legume Medicago truncatula. We found that M. truncatula is an efficient root forager and forms more nodules with the effective rhizobium; root biomass increases with the number of effective, but not ineffective, nodules, indicating preferential allocation to roots harbouring effective rhizobia; root foraging is not genetically correlated with either preferential allocation or association; and selection favours plant genotypes that form more effective nodules. Root foraging and symbiont preference traits appear to be genetically uncoupled in M. truncatula. Rather than evolving to exclude ineffective partners, our results suggest that preference traits probably evolve to take better advantage of effective symbionts.
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Affiliation(s)
- Rebecca T Batstone
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON, M5S 3B2, Canada
| | - Emily M Dutton
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON, M5S 3B2, Canada
| | - Donglin Wang
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON, M5S 3B2, Canada
| | - Molly Yang
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON, M5S 3B2, Canada
| | - Megan E Frederickson
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON, M5S 3B2, Canada
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23
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Curtin SJ, Tiffin P, Guhlin J, Trujillo DI, Burghart LT, Atkins P, Baltes NJ, Denny R, Voytas DF, Stupar RM, Young ND. Validating Genome-Wide Association Candidates Controlling Quantitative Variation in Nodulation. PLANT PHYSIOLOGY 2017; 173:921-931. [PMID: 28057894 PMCID: PMC5291020 DOI: 10.1104/pp.16.01923] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Accepted: 01/04/2017] [Indexed: 05/22/2023]
Abstract
Genome-wide association (GWA) studies offer the opportunity to identify genes that contribute to naturally occurring variation in quantitative traits. However, GWA relies exclusively on statistical association, so functional validation is necessary to make strong claims about gene function. We used a combination of gene-disruption platforms (Tnt1 retrotransposons, hairpin RNA-interference constructs, and CRISPR/Cas9 nucleases) together with randomized, well-replicated experiments to evaluate the function of genes that an earlier GWA study in Medicago truncatula had identified as candidates contributing to variation in the symbiosis between legumes and rhizobia. We evaluated ten candidate genes found in six clusters of strongly associated single nucleotide polymorphisms, selected on the basis of their strength of statistical association, proximity to annotated gene models, and root or nodule expression. We found statistically significant effects on nodule production for three candidate genes, each validated in two independent mutants. Annotated functions of these three genes suggest their contributions to quantitative variation in nodule production occur through processes not previously connected to nodulation, including phosphorous supply and salicylic acid-related defense response. These results demonstrate the utility of GWA combined with reverse mutagenesis technologies to discover and validate genes contributing to naturally occurring variation in quantitative traits. The results highlight the potential for GWA to complement forward genetics in identifying the genetic basis of ecologically and economically important traits.
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Affiliation(s)
- Shaun J Curtin
- Department of Plant Pathology (S.J.C., R.D., N.D.Y.) and Department of Plant Biology (P.T., J.G., D.T., L.B., N.D.Y.), University of Minnesota, St. Paul, Minnesota 55108
- Department of Genetics, Cell Biology, and Development and Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota 55455 (P.A., N.J.B., D.F.V.); and
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota 55108 (R.M.S.)
| | - Peter Tiffin
- Department of Plant Pathology (S.J.C., R.D., N.D.Y.) and Department of Plant Biology (P.T., J.G., D.T., L.B., N.D.Y.), University of Minnesota, St. Paul, Minnesota 55108
- Department of Genetics, Cell Biology, and Development and Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota 55455 (P.A., N.J.B., D.F.V.); and
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota 55108 (R.M.S.)
| | - Joseph Guhlin
- Department of Plant Pathology (S.J.C., R.D., N.D.Y.) and Department of Plant Biology (P.T., J.G., D.T., L.B., N.D.Y.), University of Minnesota, St. Paul, Minnesota 55108
- Department of Genetics, Cell Biology, and Development and Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota 55455 (P.A., N.J.B., D.F.V.); and
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota 55108 (R.M.S.)
| | - Diana I Trujillo
- Department of Plant Pathology (S.J.C., R.D., N.D.Y.) and Department of Plant Biology (P.T., J.G., D.T., L.B., N.D.Y.), University of Minnesota, St. Paul, Minnesota 55108
- Department of Genetics, Cell Biology, and Development and Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota 55455 (P.A., N.J.B., D.F.V.); and
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota 55108 (R.M.S.)
| | - Liana T Burghart
- Department of Plant Pathology (S.J.C., R.D., N.D.Y.) and Department of Plant Biology (P.T., J.G., D.T., L.B., N.D.Y.), University of Minnesota, St. Paul, Minnesota 55108
- Department of Genetics, Cell Biology, and Development and Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota 55455 (P.A., N.J.B., D.F.V.); and
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota 55108 (R.M.S.)
| | - Paul Atkins
- Department of Plant Pathology (S.J.C., R.D., N.D.Y.) and Department of Plant Biology (P.T., J.G., D.T., L.B., N.D.Y.), University of Minnesota, St. Paul, Minnesota 55108
- Department of Genetics, Cell Biology, and Development and Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota 55455 (P.A., N.J.B., D.F.V.); and
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota 55108 (R.M.S.)
| | - Nicholas J Baltes
- Department of Plant Pathology (S.J.C., R.D., N.D.Y.) and Department of Plant Biology (P.T., J.G., D.T., L.B., N.D.Y.), University of Minnesota, St. Paul, Minnesota 55108
- Department of Genetics, Cell Biology, and Development and Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota 55455 (P.A., N.J.B., D.F.V.); and
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota 55108 (R.M.S.)
| | - Roxanne Denny
- Department of Plant Pathology (S.J.C., R.D., N.D.Y.) and Department of Plant Biology (P.T., J.G., D.T., L.B., N.D.Y.), University of Minnesota, St. Paul, Minnesota 55108
- Department of Genetics, Cell Biology, and Development and Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota 55455 (P.A., N.J.B., D.F.V.); and
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota 55108 (R.M.S.)
| | - Daniel F Voytas
- Department of Plant Pathology (S.J.C., R.D., N.D.Y.) and Department of Plant Biology (P.T., J.G., D.T., L.B., N.D.Y.), University of Minnesota, St. Paul, Minnesota 55108
- Department of Genetics, Cell Biology, and Development and Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota 55455 (P.A., N.J.B., D.F.V.); and
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota 55108 (R.M.S.)
| | - Robert M Stupar
- Department of Plant Pathology (S.J.C., R.D., N.D.Y.) and Department of Plant Biology (P.T., J.G., D.T., L.B., N.D.Y.), University of Minnesota, St. Paul, Minnesota 55108
- Department of Genetics, Cell Biology, and Development and Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota 55455 (P.A., N.J.B., D.F.V.); and
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota 55108 (R.M.S.)
| | - Nevin D Young
- Department of Plant Pathology (S.J.C., R.D., N.D.Y.) and Department of Plant Biology (P.T., J.G., D.T., L.B., N.D.Y.), University of Minnesota, St. Paul, Minnesota 55108;
- Department of Genetics, Cell Biology, and Development and Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota 55455 (P.A., N.J.B., D.F.V.); and
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota 55108 (R.M.S.)
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24
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Salt tolerance during germination and seedling growth of wild wheat Aegilops tauschii and its impact on the species range expansion. Sci Rep 2016; 6:38554. [PMID: 27929044 PMCID: PMC5143976 DOI: 10.1038/srep38554] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Accepted: 11/09/2016] [Indexed: 11/12/2022] Open
Abstract
Adaptation to edaphic stress may have a key role in plant species range expansion. Aegilops tauschii Coss., the common wheat’s D-genome progenitor native to the Transcaucasus-Middle East region, is a good model to study the relationships between soil salinity and plant distributions: one of its intraspecific sublineages, TauL1b, drove the long-distance eastward expansion of this species range reaching semi-arid-central Asia. Salt tolerance during germination and seedling growth was evaluated in 206 Ae. tauschii accessions by treating seeds with NaCl solutions differing in concentrations. Differences in natural variation patterns were analyzed between sublineages and associated with natural edaphic condition variables, and then compared with reproductive trait variation patterns. The natural variations observed in NaCl-induced-stress tolerance had clear geographic and genetic structure. Seedling growth significantly increased in the TauL1b accessions that were collected from salt-affected soil habitats, whereas germinability did not. Principal component analysis suggested that the NaCl-induced-stress tolerances and reproductive traits might have had a similar degree of influence on Ae. tauschii’s eastward range expansion. Adaptation to salt-affected soils through increased seedling growth was an important factor for the species’ successful colonization of the semi-arid central Asian habitats. TauL1b accessions might provide useful genetic resources for salt-tolerant wheat breeds.
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25
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Berthouly-Salazar C, Thuillet AC, Rhoné B, Mariac C, Ousseini IS, Couderc M, Tenaillon MI, Vigouroux Y. Genome scan reveals selection acting on genes linked to stress response in wild pearl millet. Mol Ecol 2016; 25:5500-5512. [PMID: 27664976 DOI: 10.1111/mec.13859] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Accepted: 09/06/2016] [Indexed: 02/06/2023]
Abstract
Uncovering genomic regions involved in adaption is a major goal in evolutionary biology. High-throughput sequencing now makes it possible to tackle this challenge in nonmodel species. Yet, despite the increasing number of methods targeted to specifically detect genomic footprints of selection, the complex demography of natural populations often causes high rates of false positive in gene discoveries. The aim of this study was to identify climate adaptations in wild pearl millet populations, Cenchrus americanus ssp. monodii. We focused on two climate gradients, one in Mali and one in Niger. We used a two-step strategy to limit false-positive outliers. First, we considered gradients as biological replicates and performed RNA sequencing of four populations at the extremities. We combined four methods-three based on differentiation among populations and one based on diversity patterns within populations-to identify outlier SNPs from a set of 87 218 high-quality SNPs. Among 11 155 contigs of pearl millet reference transcriptome, 540 exhibited selection signals as evidenced by at least one of the four methods. In a second step, we genotyped 762 samples in 11 additional populations distributed along the gradients using SNPs from the detected contigs and random SNPs as control. We further assessed selection on this large data set using a differentiation-based method and a method based on correlations with environmental variables based. Four contigs displayed consistent signatures between the four extreme and 11 additional populations, two of which were linked to abiotic and biotic stress responses.
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Affiliation(s)
- Cécile Berthouly-Salazar
- Institut de Recherche pour le Développement (IRD), UMR Diversité, Adaptation et Développement des Plantes (DIADE), 34394, Montpellier Cedex 5, France. .,LMI LAPSE, Campus de Bel Air, route des Hydrocarbures, Dakar, Senegal.
| | - Anne-Céline Thuillet
- Institut de Recherche pour le Développement (IRD), UMR Diversité, Adaptation et Développement des Plantes (DIADE), 34394, Montpellier Cedex 5, France
| | - Bénédicte Rhoné
- Institut de Recherche pour le Développement (IRD), UMR Diversité, Adaptation et Développement des Plantes (DIADE), 34394, Montpellier Cedex 5, France.,Université Lyon 1, CNRS, UMR5558, Laboratoire de Biométrie et Biologie Evolutive, F-69622, Villeurbanne, France
| | - Cédric Mariac
- Institut de Recherche pour le Développement (IRD), UMR Diversité, Adaptation et Développement des Plantes (DIADE), 34394, Montpellier Cedex 5, France
| | - Issaka Salia Ousseini
- Institut de Recherche pour le Développement (IRD), UMR Diversité, Adaptation et Développement des Plantes (DIADE), 34394, Montpellier Cedex 5, France
| | - Marie Couderc
- Institut de Recherche pour le Développement (IRD), UMR Diversité, Adaptation et Développement des Plantes (DIADE), 34394, Montpellier Cedex 5, France
| | - Maud I Tenaillon
- Génétique Quantitative et Evolution - Le Moulon, INRA - Université Paris-Sud - CNRS - AgroParisTech, Université Paris-Saclay, Ferme du Moulon, 91190, Gif-sur-Yvette, France
| | - Yves Vigouroux
- Institut de Recherche pour le Développement (IRD), UMR Diversité, Adaptation et Développement des Plantes (DIADE), 34394, Montpellier Cedex 5, France
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26
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Caño L, Fuertes-Mendizabal T, García-Baquero G, Herrera M, González-Moro MB. Plasticity to salinity and transgenerational effects in the nonnative shrub Baccharis halimifolia: Insights into an estuarine invasion. AMERICAN JOURNAL OF BOTANY 2016; 103:808-820. [PMID: 27208349 DOI: 10.3732/ajb.1500477] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2015] [Accepted: 02/23/2016] [Indexed: 06/05/2023]
Abstract
PREMISE OF THE STUDY Abiotic constraints act as selection filters for plant invasion in stressful habitats. Adaptive phenotypic plasticity and transgenerational effects play a major role in colonization of heterogeneous habitats when the scale of environmental variation is smaller than that of gene flow. We investigated how plasticity and parental salinity conditions influence the performance of the invasive dioecious shrub Baccharis halimifolia, which replaces heterogeneous estuarine communities in Europe with monospecific and continuous stands. METHODS In two greenhouse experiments, we grew plants derived from seeds and cuttings collected through interspersed patches differing in edaphic salinity from an invasive population. We estimated parental environmental salinity from leaf Na(+) content in parental plants, and we measured fitness and ion homeostasis of the offspring grown in contrasting salinity conditions. KEY RESULTS Baccharis halimifolia tolerates high salinity but experiences drastic biomass reduction at moderate salinity. At moderate salinity, responses to salinity are affected by the parental salinity: flowering initiation in seedlings and male cuttings is positively correlated with parental leaf Na(+) content, and biomass is positively correlated with maternal leaf Na(+) in female cuttings and seedlings. Plant height, leaf production, specific leaf area, and ionic homeostasis at the low part of the gradient are also affected by parental salinity, suggesting enhanced shoot growth as parental salinity increases. CONCLUSIONS Our results support plasticity to salinity and transgenerational effects as factors with great potential to contribute to the invasive ability of B. halimifolia through estuarine communities of high conservation value.
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Affiliation(s)
- Lidia Caño
- Department of Plant Biology and Ecology, University of the Basque Country, UPV/EHU 48080 Bizkaia, Spain Ikerbasque, Basque Foundation for Science 48160 Bilbao, Spain
| | - Teresa Fuertes-Mendizabal
- Department of Plant Biology and Ecology, University of the Basque Country, UPV/EHU 48080 Bizkaia, Spain
| | - Gonzalo García-Baquero
- Department of Plant Biology and Ecology, University of the Basque Country, UPV/EHU 48080 Bizkaia, Spain
| | - Mercedes Herrera
- Department of Plant Biology and Ecology, University of the Basque Country, UPV/EHU 48080 Bizkaia, Spain
| | - M Begoña González-Moro
- Department of Plant Biology and Ecology, University of the Basque Country, UPV/EHU 48080 Bizkaia, Spain
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Moriuchi KS, Friesen ML, Cordeiro MA, Badri M, Vu WT, Main BJ, Aouani ME, Nuzhdin SV, Strauss SY, von Wettberg EJB. Salinity Adaptation and the Contribution of Parental Environmental Effects in Medicago truncatula. PLoS One 2016; 11:e0150350. [PMID: 26943813 PMCID: PMC4778912 DOI: 10.1371/journal.pone.0150350] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Accepted: 02/14/2016] [Indexed: 11/19/2022] Open
Abstract
High soil salinity negatively influences plant growth and yield. Some taxa have evolved mechanisms for avoiding or tolerating elevated soil salinity, which can be modulated by the environment experienced by parents or offspring. We tested the contribution of the parental and offspring environments on salinity adaptation and their potential underlying mechanisms. In a two-generation greenhouse experiment, we factorially manipulated salinity concentrations for genotypes of Medicago truncatula that were originally collected from natural populations that differed in soil salinity. To compare population level adaptation to soil salinity and to test the potential mechanisms involved we measured two aspects of plant performance, reproduction and vegetative biomass, and phenological and physiological traits associated with salinity avoidance and tolerance. Saline-origin populations had greater biomass and reproduction under saline conditions than non-saline populations, consistent with local adaptation to saline soils. Additionally, parental environmental exposure to salt increased this difference in performance. In terms of environmental effects on mechanisms of salinity adaptation, parental exposure to salt spurred phenological differences that facilitated salt avoidance, while offspring exposure to salt resulted in traits associated with greater salt tolerance. Non-saline origin populations expressed traits associated with greater growth in the absence of salt while, for saline adapted populations, the ability to maintain greater performance in saline environments was also associated with lower growth potential in the absence of salt. Plastic responses induced by parental and offspring environments in phenology, leaf traits, and gas exchange contribute to salinity adaptation in M. truncatula. The ability of plants to tolerate environmental stress, such as high soil salinity, is likely modulated by a combination of parental effects and within-generation phenotypic plasticity, which are likely to vary in populations from contrasting environments.
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Affiliation(s)
- Ken S. Moriuchi
- Department of Plant Pathology, University of California Davis, Davis, California, United States of America
| | - Maren L. Friesen
- Molecular and Computational Biology, University of Southern California, Los Angeles, California, United States of America
- Department of Plant Biology, Michigan State University, Lansing, Michigan 48824, United States of America
| | - Matilde A. Cordeiro
- Department of Plant Pathology, University of California Davis, Davis, California, United States of America
- Plant Cell Biotechnology, Instituto de Tecnologia Química e Biológica, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Mounawer Badri
- Centre of Biotechnology of Borj Cedria, B.P. 901, Hammam-Lif, Tunisia
| | - Wendy T. Vu
- Molecular and Computational Biology, University of Southern California, Los Angeles, California, United States of America
| | - Bradley J. Main
- Molecular and Computational Biology, University of Southern California, Los Angeles, California, United States of America
| | | | - Sergey V. Nuzhdin
- Molecular and Computational Biology, University of Southern California, Los Angeles, California, United States of America
| | - Sharon Y. Strauss
- Department of Evolution and Ecology and Center for Population Biology, University of California Davis, Davis, California, United States of America
| | - Eric J. B. von Wettberg
- Department of Biological Sciences and International Center for Tropical Botany, Florida International University, Miami, Florida, United States of America
- Kushlan Institute for Tropical Science, Fairchild Tropical Botanic Garden, Coral Gables, Florida, United States of America
- * E-mail:
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28
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Abstract
Darwin's theory of evolution by natural selection is the foundation of modern biology. However, it has proven remarkably difficult to demonstrate at the genetic, genomic, and population level exactly how wild species adapt to their natural environments. We discuss how one can use large sets of multiple genome sequences from wild populations to understand adaptation, with an emphasis on the small herbaceous plant Arabidopsis thaliana. We present motivation for such studies; summarize progress in describing whole-genome, species-wide sequence variation; and then discuss what insights have emerged from these resources, either based on sequence information alone or in combination with phenotypic data. We conclude with thoughts on opportunities with other plant species and the impact of expected progress in sequencing technology and genome engineering for studying adaptation in nature.
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Affiliation(s)
- Detlef Weigel
- Max Planck Institute for Developmental Biology, 72076 Tübingen, Germany;
| | - Magnus Nordborg
- Gregor Mendel Institute, Austrian Academy of Sciences, Vienna Biocenter, 1030 Vienna, Austria;
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29
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Gentzbittel L, Andersen SU, Ben C, Rickauer M, Stougaard J, Young ND. Naturally occurring diversity helps to reveal genes of adaptive importance in legumes. FRONTIERS IN PLANT SCIENCE 2015; 6:269. [PMID: 25954294 PMCID: PMC4404971 DOI: 10.3389/fpls.2015.00269] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Accepted: 04/03/2015] [Indexed: 05/05/2023]
Abstract
Environmental changes challenge plants and drive adaptation to new conditions, suggesting that natural biodiversity may be a source of adaptive alleles acting through phenotypic plasticity and/or micro-evolution. Crosses between accessions differing for a given trait have been the most common way to disentangle genetic and environmental components. Interestingly, such man-made crosses may combine alleles that never meet in nature. Another way to discover adaptive alleles, inspired by evolution, is to survey large ecotype collections and to use association genetics to identify loci of interest. Both of these two genetic approaches are based on the use of biodiversity and may eventually help us in identifying the genes that plants use to respond to challenges such as short-term stresses or those due to global climate change. In legumes, two wild species, Medicago truncatula and Lotus japonicus, plus the cultivated soybean (Glycine max) have been adopted as models for genomic studies. In this review, we will discuss the resources, limitations and future plans for a systematic use of biodiversity resources in model legumes to pinpoint genes of adaptive importance in legumes, and their application in breeding.
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Affiliation(s)
- Laurent Gentzbittel
- EcoLab Laboratoire Écologie Fonctionnelle et Environnement, Institut National Polytechnique de Toulouse, Ecole Nationale Supérieure Agronomique de Toulouse, Université Fédérale de ToulouseCastanet Tolosan, France
- EcoLab Laboratoire Écologie Fonctionnelle et Environnement, Centre National de la Recherche ScientifiqueCastanet Tolosan, France
| | - Stig U. Andersen
- Department of Molecular Biology and Genetics, Centre for Carbohydrate Recognition and Signalling, Aarhus UniversityAarhus, Denmark
| | - Cécile Ben
- EcoLab Laboratoire Écologie Fonctionnelle et Environnement, Institut National Polytechnique de Toulouse, Ecole Nationale Supérieure Agronomique de Toulouse, Université Fédérale de ToulouseCastanet Tolosan, France
- EcoLab Laboratoire Écologie Fonctionnelle et Environnement, Centre National de la Recherche ScientifiqueCastanet Tolosan, France
| | - Martina Rickauer
- EcoLab Laboratoire Écologie Fonctionnelle et Environnement, Institut National Polytechnique de Toulouse, Ecole Nationale Supérieure Agronomique de Toulouse, Université Fédérale de ToulouseCastanet Tolosan, France
- EcoLab Laboratoire Écologie Fonctionnelle et Environnement, Centre National de la Recherche ScientifiqueCastanet Tolosan, France
| | - Jens Stougaard
- Department of Molecular Biology and Genetics, Centre for Carbohydrate Recognition and Signalling, Aarhus UniversityAarhus, Denmark
| | - Nevin D. Young
- Department of Plant Pathology, University of MinnesotaSt. Paul, MN, USA
- Department of Plant Biology, University of MinnesotaSt. Paul, MN, USA
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30
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Vu WT, Chang PL, Moriuchi KS, Friesen ML. Genetic variation of transgenerational plasticity of offspring germination in response to salinity stress and the seed transcriptome of Medicago truncatula. BMC Evol Biol 2015; 15:59. [PMID: 25884157 PMCID: PMC4406021 DOI: 10.1186/s12862-015-0322-4] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2014] [Accepted: 02/24/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Transgenerational plasticity provides phenotypic variation that contributes to adaptation. For plants, the timing of seed germination is critical for offspring survival in stressful environments, as germination timing can alter the environmental conditions a seedling experiences. Stored seed transcripts are important determinants of seed germination, but have not previously been linked with transgenerational plasticity of germination behavior. In this study we used RNAseq and growth chamber experiments of the model legume M. trucantula to test whether parental exposure to salinity stress influences the expression of stored seed transcripts and early offspring traits and test for genetic variation. RESULTS We detected genotype-dependent parental environmental effects (transgenerational plasticity) on the expression levels of stored seed transcripts, seed size, and germination behavior of four M. truncatula genotypes. More than 50% of the transcripts detected in the mature, ungerminated seed transcriptome were annotated as regulating seed germination, some of which are involved in abiotic stress response and post-embryonic development. Some genotypes showed increased seed size in response to parental exposure to salinity stress, but no parental environmental influence on germination timing. In contrast, other genotypes showed no seed size differences across contrasting parental conditions but displayed transgenerational plasticity for germimation timing, with significantly delayed germination in saline conditions when parental plants were exposed to salinity. In genotypes that show significant transgenerational plastic germination response, we found significant coexpression networks derived from salt responsive transcripts involved in post-transcriptional regulation of the germination pathway. Consistent with the delayed germination response to saline conditions in these genotypes, we found genes associated with dormancy and up-regulation of abscisic acid (ABA). CONCLUSIONS Our results demonstrate genetic variation in transgenerational plasticity within M. truncatula and show that parental exposure to salinity stress influences the expression of stored seed transcripts, seed weight, and germination behavior. Furthermore, we show that the parental environment influences gene expression to modulate biological pathways that are likely responsible for offspring germination responses to salinity stress.
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Affiliation(s)
- Wendy T Vu
- Section of Molecular and Computational Biology, Department of Biology, University of Southern California, Los Angeles, USA.
| | - Peter L Chang
- Section of Molecular and Computational Biology, Department of Biology, University of Southern California, Los Angeles, USA.
| | - Ken S Moriuchi
- Plant Pathology, University of California at Davis, 116 Robbins Hall, Davis, CA, USA.
| | - Maren L Friesen
- Section of Molecular and Computational Biology, Department of Biology, University of Southern California, Los Angeles, USA. .,Department of Plant Biology, Michigan State University, East Lansing, MI, USA.
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