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Kuo WH, Wright SJ, Small LL, Olsen KM. De novo genome assembly of white clover (Trifolium repens L.) reveals the role of copy number variation in rapid environmental adaptation. BMC Biol 2024; 22:165. [PMID: 39113037 PMCID: PMC11305067 DOI: 10.1186/s12915-024-01962-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 07/24/2024] [Indexed: 08/11/2024] Open
Abstract
BACKGROUND White clover (Trifolium repens) is a globally important perennial forage legume. This species also serves as an eco-evolutionary model system for studying within-species chemical defense variation; it features a well-studied polymorphism for cyanogenesis (HCN release following tissue damage), with higher frequencies of cyanogenic plants favored in warmer locations worldwide. Using a newly generated haplotype-resolved genome and two other long-read assemblies, we tested the hypothesis that copy number variants (CNVs) at cyanogenesis genes play a role in the ability of white clover to rapidly adapt to local environments. We also examined questions on subgenome evolution in this recently evolved allotetraploid species and on chromosomal rearrangements in the broader IRLC legume clade. RESULTS Integration of PacBio HiFi, Omni-C, Illumina, and linkage map data yielded a completely de novo genome assembly for white clover (created without a priori sequence assignment to subgenomes). We find that white clover has undergone extensive transposon diversification since its origin but otherwise shows highly conserved genome organization and composition with its diploid progenitors. Unlike some other clover species, its chromosomal structure is conserved with other IRLC legumes. We further find extensive evidence of CNVs at the major cyanogenesis loci; these contribute to quantitative variation in the cyanogenic phenotype and to local adaptation across wild North American populations. CONCLUSIONS This work provides a case study documenting the role of CNVs in local adaptation in a plant species, and it highlights the value of pan-genome data for identifying contributions of structural variants to adaptation in nature.
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Affiliation(s)
- Wen-Hsi Kuo
- Department of Biology, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Sara J Wright
- Department of Biology, Washington University in St. Louis, St. Louis, MO, 63130, USA
- Present address: Department of Biological and Biomedical Sciences, Rowan University, Glassboro, NJ, 08028, USA
| | - Linda L Small
- Department of Biology, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Kenneth M Olsen
- Department of Biology, Washington University in St. Louis, St. Louis, MO, 63130, USA.
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Kuo WH, Zhong L, Wright SJ, Goad DM, Olsen KM. Beyond cyanogenesis: Temperature gradients drive environmental adaptation in North American white clover (Trifolium repens L.). Mol Ecol 2024:e17484. [PMID: 39072878 DOI: 10.1111/mec.17484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 07/15/2024] [Accepted: 07/18/2024] [Indexed: 07/30/2024]
Abstract
Species that repeatedly evolve phenotypic clines across environmental gradients have been highlighted as ideal systems for characterizing the genomic basis of local environmental adaptation. However, few studies have assessed the importance of observed phenotypic clines for local adaptation: conspicuous traits that vary clinally may not necessarily be the most critical in determining local fitness. The present study was designed to fill this gap, using a plant species characterized by repeatedly evolved adaptive phenotypic clines. White clover is naturally polymorphic for its chemical defence cyanogenesis (HCN release with tissue damage); climate-associated cyanogenesis clines have evolved throughout its native and introduced range worldwide. We performed landscape genomic analyses on 415 wild genotypes from 43 locations spanning much of the North American species range to assess the relative importance of cyanogenesis loci vs. other genomic factors in local climatic adaptation. We find clear evidence of local adaptation, with temperature-related climatic variables best describing genome-wide differentiation between sampling locations. The same climatic variables are also strongly correlated with cyanogenesis frequencies and gene copy number variations (CNVs) at cyanogenesis loci. However, landscape genomic analyses indicate no significant contribution of cyanogenesis loci to local adaptation. Instead, several genomic regions containing promising candidate genes for plant response to seasonal cues are identified - some of which are shared with previously identified QTLs for locally adaptive fitness traits in North American white clover. Our findings suggest that local adaptation in white clover is likely determined primarily by genes controlling the timing of growth and flowering in response to local seasonal cues. More generally, this work suggests that caution is warranted when considering the importance of conspicuous phenotypic clines as primary determinants of local adaptation.
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Affiliation(s)
- Wen-Hsi Kuo
- Department of Biology, Washington University, St. Louis, Missouri, USA
| | - Limei Zhong
- Jiangxi Key Laboratory of Molecular Biology and Gene Engineering, School of Life Sciences, Nanchang University, Nanchang, China
| | - Sara J Wright
- Department of Biology, Washington University, St. Louis, Missouri, USA
| | - David M Goad
- Department of Biology, Washington University, St. Louis, Missouri, USA
| | - Kenneth M Olsen
- Department of Biology, Washington University, St. Louis, Missouri, USA
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Kuo WH, Small LL, Olsen KM. Variable expression of cyanide detoxification and tolerance genes in cyanogenic and acyanogenic white clover (Trifolium repens). AMERICAN JOURNAL OF BOTANY 2023; 110:e16233. [PMID: 37661820 DOI: 10.1002/ajb2.16233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 08/04/2023] [Accepted: 08/04/2023] [Indexed: 09/05/2023]
Abstract
PREMISE β-Cyanoalanine synthase (β-CAS) and alternative oxidase (AOX) play important roles in the ability of plants to detoxify and tolerate hydrogen cyanide (HCN). These functions are critical for all plants because HCN is produced at low levels during basic metabolic processes, and especially for cyanogenic species, which release high levels of HCN following tissue damage. However, expression of β-CAS and Aox genes has not been examined in cyanogenic species, nor compared between cyanogenic and acyanogenic genotypes within a species. METHODS We used a natural polymorphism for cyanogenesis in white clover to examine β-CAS and Aox gene expression in relation to cyanogenesis-associated HCN exposure. We identified all β-CAS and Aox gene copies present in the genome, including members of the Aox1, Aox2a, and Aox2d subfamilies previously reported in legumes. Expression levels were compared between cyanogenic and acyanogenic genotypes and between damaged and undamaged leaf tissue. RESULTS β-CAS and Aox2a expression was differentially elevated in cyanogenic genotypes, and tissue damage was not required to induce this increased expression. Aox2d, in contrast, appeared to be upregulated as a generalized wounding response. CONCLUSIONS These findings suggest a heightened constitutive role for HCN detoxification (via elevated β-CAS expression) and HCN-toxicity mitigation (via elevated Aox2a expression) in plants that are capable of cyanogenesis. As such, freezing-induced cyanide autotoxicity is unlikely to be the primary selective factor in the evolution of climate-associated cyanogenesis clines.
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Affiliation(s)
- Wen-Hsi Kuo
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Linda L Small
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Kenneth M Olsen
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
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Santangelo JS, Battlay P, Hendrickson BT, Kuo WH, Olsen KM, Kooyers NJ, Johnson MTJ, Hodgins KA, Ness RW. Haplotype-Resolved, Chromosome-Level Assembly of White Clover (Trifolium repens L., Fabaceae). Genome Biol Evol 2023; 15:evad146. [PMID: 37542471 PMCID: PMC10433932 DOI: 10.1093/gbe/evad146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 07/24/2023] [Accepted: 07/29/2023] [Indexed: 08/07/2023] Open
Abstract
White clover (Trifolium repens L.; Fabaceae) is an important forage and cover crop in agricultural pastures around the world and is increasingly used in evolutionary ecology and genetics to understand the genetic basis of adaptation. Historically, improvements in white clover breeding practices and assessments of genetic variation in nature have been hampered by a lack of high-quality genomic resources for this species, owing in part to its high heterozygosity and allotetraploid hybrid origin. Here, we use PacBio HiFi and chromosome conformation capture (Omni-C) technologies to generate a chromosome-level, haplotype-resolved genome assembly for white clover totaling 998 Mbp (scaffold N50 = 59.3 Mbp) and 1 Gbp (scaffold N50 = 58.6 Mbp) for haplotypes 1 and 2, respectively, with each haplotype arranged into 16 chromosomes (8 per subgenome). We additionally provide a functionally annotated haploid mapping assembly (968 Mbp, scaffold N50 = 59.9 Mbp), which drastically improves on the existing reference assembly in both contiguity and assembly accuracy. We annotated 78,174 protein-coding genes, resulting in protein BUSCO completeness scores of 99.6% and 99.3% against the embryophyta_odb10 and fabales_odb10 lineage datasets, respectively.
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Affiliation(s)
- James S Santangelo
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | - Paul Battlay
- School of Biological Sciences, Monash University, Melbourne, Victoria, Australia
| | | | - Wen-Hsi Kuo
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Kenneth M Olsen
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Nicholas J Kooyers
- Department of Biology, University of Louisiana, Lafayette, Louisiana, USA
| | - Marc T J Johnson
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | - Kathryn A Hodgins
- School of Biological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Rob W Ness
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada
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Pearson SM, Griffiths AG, Maclean P, Larking AC, Hong SW, Jauregui R, Miller P, McKenzie CM, Lockhart PJ, Tate JA, Ford JL, Faville MJ. Outlier analyses and genome-wide association study identify glgC and ERD6-like 4 as candidate genes for foliar water-soluble carbohydrate accumulation in Trifolium repens. FRONTIERS IN PLANT SCIENCE 2023; 13:1095359. [PMID: 36699852 PMCID: PMC9868827 DOI: 10.3389/fpls.2022.1095359] [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: 11/11/2022] [Accepted: 12/09/2022] [Indexed: 06/17/2023]
Abstract
Increasing water-soluble carbohydrate (WSC) content in white clover is important for improving nutritional quality and reducing environmental impacts from pastoral agriculture. Elucidation of genes responsible for foliar WSC variation would enhance genetic improvement by enabling molecular breeding approaches. The aim of the present study was to identify single nucleotide polymorphisms (SNPs) associated with variation in foliar WSC in white clover. A set of 935 white clover individuals, randomly sampled from five breeding pools selectively bred for divergent (low or high) WSC content, were assessed with 14,743 genotyping-by-sequencing SNPs, using three outlier detection methods: PCAdapt, BayeScan and KGD-FST. These analyses identified 33 SNPs as discriminating between high and low WSC populations and putatively under selection. One SNP was located in the intron of ERD6-like 4, a gene coding for a sugar transporter located on the vacuole membrane. A genome-wide association study using a subset of 605 white clover individuals and 5,757 SNPs, identified a further 12 SNPs, one of which was associated with a starch biosynthesis gene, glucose-1-phosphate adenylyltransferase, glgC. Our results provide insight into genomic regions underlying WSC accumulation in white clover, identify candidate genomic regions for further functional validation studies, and reveal valuable information for marker-assisted or genomic selection in white clover.
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Affiliation(s)
- Sofie M. Pearson
- School of Natural Sciences, Massey University, Palmerston North, New Zealand
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
| | | | - Paul Maclean
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
| | - Anna C. Larking
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
| | - S. Won Hong
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
| | - Ruy Jauregui
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
| | - Poppy Miller
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
| | | | - Peter J. Lockhart
- School of Natural Sciences, Massey University, Palmerston North, New Zealand
| | - Jennifer A. Tate
- School of Natural Sciences, Massey University, Palmerston North, New Zealand
| | - John L. Ford
- Grasslands, PGG Wrightson Seeds Limited, Palmerston North, New Zealand
| | - Marty J. Faville
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
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Kharivha T, Ruwanza S, Thondhlana G. Effects of Elevated Temperature and High and Low Rainfall on the Germination and Growth of the Invasive Alien Plant Acacia mearnsii. PLANTS (BASEL, SWITZERLAND) 2022; 11:2633. [PMID: 36235501 PMCID: PMC9571736 DOI: 10.3390/plants11192633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 09/29/2022] [Accepted: 10/01/2022] [Indexed: 06/16/2023]
Abstract
The impact of climate change on the germination and growth of invasive alien plants varies depending on the plant species and invasion process. We experimentally assessed the responses of the invasive alien plant Acacia mearnsii to future climate change scenarios-namely, elevated temperature as well as high and low rainfall. Acacia mearnsii was grown at an elevated air temperature (+2 °C), high rainfall (6 mm per day), and low rainfall (1.5 mm per day), and its germination and growth performance were measured over five months. We further examined changes in soil nutrients to assess if the above-mentioned climate change scenarios affected soils. Both elevated temperature and high rainfall did not influence A. mearnsii germination and seedling growth. In contrast, we observed reductions in A. mearnsii germination and growth in the low rainfall treatment, an indication that future drought conditions might negatively affect A. mearnsii invasion. We noted that elevated temperature and rainfall resulted in varied effects on soil properties (particularly soil C, N, Ca, and Mg content). We conclude that both elevated temperature and high rainfall may not enhance A. mearnsii invasion through altering germination and growth, but a decrease in A. mearnsii invasiveness is possible under low rainfall conditions.
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Affiliation(s)
- Tshililo Kharivha
- Department of Environmental Science, Rhodes University, Makhanda 6140, South Africa
- Department of Environmental Science and Centre of Excellence for Invasion Biology, Rhodes University, Makhanda 6140, South Africa
| | - Sheunesu Ruwanza
- Department of Environmental Science, Rhodes University, Makhanda 6140, South Africa
- Department of Environmental Science and Centre of Excellence for Invasion Biology, Rhodes University, Makhanda 6140, South Africa
| | - Gladman Thondhlana
- Department of Environmental Science, Rhodes University, Makhanda 6140, South Africa
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Innes SG, Santangelo JS, Kooyers NJ, Olsen KM, Johnson MTJ. Evolution in response to climate in the native and introduced ranges of a globally distributed plant. Evolution 2022; 76:1495-1511. [PMID: 35589013 DOI: 10.1111/evo.14514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 03/23/2022] [Accepted: 04/04/2022] [Indexed: 01/22/2023]
Abstract
The extent to which species can adapt to spatiotemporal climatic variation in their native and introduced ranges remains unresolved. To address this, we examined how clines in cyanogenesis (hydrogen cyanide [HCN] production-an antiherbivore defense associated with decreased tolerance to freezing) have shifted in response to climatic variation in space and time over a 60-year period in both the native and introduced ranges of Trifolium repens. HCN production is a polymorphic trait controlled by variation at two Mendelian loci (Ac and Li). Using phenotypic assays, we estimated within-population frequencies of HCN production and dominant alleles at both loci (i.e., Ac and Li) from 10,575 plants sampled from 131 populations on five continents, and then compared these frequencies to those from historical data collected in the 1950s. There were no clear relationships between changes in the frequency of HCN production, Ac, or Li and changes in temperature between contemporary and historical samples. We did detect evidence of continued evolution to temperature gradients in the introduced range, whereby the slope of contemporary clines for HCN and Ac in relation to winter temperature became steeper than historical clines and more similar to native clines. These results suggest that cyanogenesis clines show no clear changes through time in response to global warming, but introduced populations continue to adapt to their contemporary environments.
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Affiliation(s)
- Simon G Innes
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, L5L 1C6, Canada.,Department of Biology, University of Louisiana, Lafayette, Louisiana, 70504
| | - James S Santangelo
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, L5L 1C6, Canada
| | - Nicholas J Kooyers
- Department of Biology, University of Louisiana, Lafayette, Louisiana, 70504
| | - Kenneth M Olsen
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri, 63130
| | - Marc T J Johnson
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, L5L 1C6, Canada
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8
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Olsen KM, Goad DM, Wright SJ, Dutta ML, Myers SR, Small LL, Li LF. Dual-species origin of an adaptive chemical defense polymorphism. THE NEW PHYTOLOGIST 2021; 232:1477-1487. [PMID: 34320221 DOI: 10.1111/nph.17654] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 07/22/2021] [Indexed: 06/13/2023]
Abstract
Allopolyploid speciation and chemical defense diversification are two of the most characteristic features of plant evolution; although the former has likely shaped the latter, this has rarely been documented. Here we document allopolyploidy-mediated chemical defense evolution in the origin of cyanogenesis (HCN release upon tissue damage) in white clover (Trifolium repens). We combined linkage mapping of the loci that control cyanogenesis (Ac, controlling production of cyanogenic glucosides; and Li, controlling production of their hydrolyzing enzyme linamarase) with genome sequence comparisons between white clover, a recently evolved allotetraploid, and its diploid progenitors (Trifolium pallescens, Trifolium occidentale). The Ac locus (a three-gene cluster comprising the cyanogenic glucoside pathway) is derived from T. occidentale; it maps to linkage group 2O (occidentale subgenome) and is orthologous to a highly similar cluster in the T. occidentale reference genome. By contrast, Li maps to linkage group 4P (pallescens subgenome), indicating an origin in the other progenitor species. These results indicate that cyanogenesis evolved in white clover as a product of the interspecific hybridization that created the species. This allopolyploidization-derived chemical defense, together with subsequent selection on intraspecific cyanogenesis variation, appears to have contributed to white clover's ecological success as a globally distributed weed species.
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Affiliation(s)
- Kenneth M Olsen
- Department of Biology, Washington University in St. Louis, 1 Brookings Dr., St Louis, MO, 63130, USA
| | - David M Goad
- Department of Biology, Washington University in St. Louis, 1 Brookings Dr., St Louis, MO, 63130, USA
| | - Sara J Wright
- Department of Biology, Washington University in St. Louis, 1 Brookings Dr., St Louis, MO, 63130, USA
- Biological Sciences Department, Rowan University, Glassboro, NJ, 08028, USA
| | - Maya L Dutta
- Department of Biology, Washington University in St. Louis, 1 Brookings Dr., St Louis, MO, 63130, USA
| | - Samantha R Myers
- Department of Biology, Washington University in St. Louis, 1 Brookings Dr., St Louis, MO, 63130, USA
| | - Linda L Small
- Department of Biology, Washington University in St. Louis, 1 Brookings Dr., St Louis, MO, 63130, USA
| | - Lin-Feng Li
- Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, School of Life Sciences, Fudan University, Shanghai, 200438, China
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9
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Wright SJ, Goad DM, Gross BL, Muñoz PR, Olsen KM. Genetic trade-offs underlie divergent life history strategies for local adaptation in white clover. Mol Ecol 2021; 31:3742-3760. [PMID: 34532899 DOI: 10.1111/mec.16180] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 08/25/2021] [Accepted: 09/02/2021] [Indexed: 01/26/2023]
Abstract
Local adaptation is common in plants, yet characterization of its underlying genetic basis is rare in herbaceous perennials. Moreover, while many plant species exhibit intraspecific chemical defence polymorphisms, their importance for local adaptation remains poorly understood. We examined the genetic architecture of local adaptation in a perennial, obligately-outcrossing herbaceous legume, white clover (Trifolium repens). This widespread species displays a well-studied chemical defence polymorphism for cyanogenesis (HCN release following tissue damage) and has evolved climate-associated cyanogenesis clines throughout its range. Two biparental F2 mapping populations, derived from three parents collected in environments spanning the U.S. latitudinal species range (Duluth, MN, St. Louis, MO and Gainesville, FL), were grown in triplicate for two years in reciprocal common garden experiments in the parental environments (6,012 total plants). Vegetative growth and reproductive fitness traits displayed trade-offs across reciprocal environments, indicating local adaptation. Genetic mapping of fitness traits revealed a genetic architecture characterized by allelic trade-offs between environments, with 100% and 80% of fitness QTL in the two mapping populations showing significant QTL×E interactions, consistent with antagonistic pleiotropy. Across the genome there were three hotspots of QTL colocalization. Unexpectedly, we found little evidence that the cyanogenesis polymorphism contributes to local adaptation. Instead, divergent life history strategies in reciprocal environments were major fitness determinants: selection favoured early investment in flowering at the cost of multiyear survival in the southernmost site versus delayed flowering and multiyear persistence in the northern environments. Our findings demonstrate that multilocus genetic trade-offs contribute to contrasting life history characteristics that allow for local adaptation in this outcrossing herbaceous perennial.
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Affiliation(s)
- Sara J Wright
- Department of Biology, Washington University, St. Louis, Missouri, USA
| | - David M Goad
- Department of Biology, Washington University, St. Louis, Missouri, USA
| | - Briana L Gross
- Biology Department, University of Minnesota-Duluth, Duluth, Minnesota, USA
| | - Patricio R Muñoz
- Horticultural Science Department, University of Florida, Gainesville, Florida, USA
| | - Kenneth M Olsen
- Department of Biology, Washington University, St. Louis, Missouri, USA
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10
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Liu C, Wolter C, Xian W, Jeschke JM. Most invasive species largely conserve their climatic niche. Proc Natl Acad Sci U S A 2020; 117:23643-23651. [PMID: 32883880 PMCID: PMC7519298 DOI: 10.1073/pnas.2004289117] [Citation(s) in RCA: 90] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
The ecological niche is a key concept for elucidating patterns of species distributions and developing strategies for conserving biodiversity. However, recent times are seeing a widespread debate whether species niches are conserved across space and time (niche conservatism hypothesis). Biological invasions represent a unique opportunity to test this hypothesis in a short time frame at the global scale. We synthesized empirical findings for 434 invasive species from 86 studies to assess whether invasive species conserve their climatic niche between native and introduced ranges. Although the niche conservatism hypothesis was rejected in most studies, highly contrasting conclusions for the same species between and within studies suggest that the dichotomous conclusions of these studies were sensitive to techniques, assessment criteria, or author preferences. We performed a consistent quantitative analysis of the dynamics between native and introduced climatic niches reported by previous studies. Our results show there is very limited niche expansion between native and introduced ranges, and introduced niches occupy a position similar to native niches in the environmental space. These findings support the niche conservatism hypothesis overall. In particular, introduced niches were narrower for terrestrial animals, species introduced more recently, or species with more native occurrences. Niche similarity was lower for aquatic species, species introduced only intentionally or more recently, or species with fewer introduced occurrences. Climatic niche conservatism for invasive species not only increases our confidence in transferring ecological niche models to new ranges but also supports the use of niche models for forecasting species responses to changing climates.
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Affiliation(s)
- Chunlong Liu
- Leibniz-Institute of Freshwater Ecology and Inland Fisheries (IGB), 12587 Berlin, Germany;
- Institute of Biology, Freie Universität Berlin, 14195 Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), 14195 Berlin, Germany
- Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, 266071 Qingdao, China
| | - Christian Wolter
- Leibniz-Institute of Freshwater Ecology and Inland Fisheries (IGB), 12587 Berlin, Germany
| | - Weiwei Xian
- Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, 266071 Qingdao, China
- Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, 266071 Qingdao, China
| | - Jonathan M Jeschke
- Leibniz-Institute of Freshwater Ecology and Inland Fisheries (IGB), 12587 Berlin, Germany
- Institute of Biology, Freie Universität Berlin, 14195 Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), 14195 Berlin, Germany
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11
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McGoey BV, Hodgins KA, Stinchcombe JR. Parallel flowering time clines in native and introduced ragweed populations are likely due to adaptation. Ecol Evol 2020; 10:4595-4608. [PMID: 32551046 PMCID: PMC7297792 DOI: 10.1002/ece3.6163] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 12/04/2019] [Accepted: 12/06/2019] [Indexed: 01/06/2023] Open
Abstract
As introduced species expand their ranges, they often encounter differences in climate which are often correlated with geography. For introduced species, encountering a geographically variable climate sometimes leads to the re-establishment of clines seen in the native range. However, clines can also be caused by neutral processes, and so it is important to gather additional evidence that population differentiation is the result of selection as opposed to nonadaptive processes. Here, we examine phenotypic and genetic differences in ragweed from the native (North America) and introduced (European) ranges. We used a common garden to assess phenotypic differentiation in size and flowering time in ragweed populations. We found significant parallel clines in flowering time in both North America and Europe. Height and branch number had significant clines in North America, and, while not statistically significant, the patterns in Europe were the same. We used SNP data to assess population structure in both ranges and to compare phenotypic differentiation to neutral genetic variation. We failed to detect significant patterns of isolation by distance, geographic patterns in population structure, or correlations between the major axes of SNP variation and phenotypes or latitude of origin. We conclude that the North American clines in size and the parallel clines seen for flowering time are most likely the result of adaptation.
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Affiliation(s)
- Brechann V. McGoey
- Department of Ecology and Evolutionary BiologyUniversity of TorontoTorontoONCanada
| | | | - John R. Stinchcombe
- Department of Ecology and Evolutionary BiologyUniversity of TorontoTorontoONCanada
- Koffler Scientific ReserveUniversity of TorontoTorontoONCanada
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12
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Santangelo JS, Thompson KA, Cohan B, Syed J, Ness RW, Johnson MTJ. Predicting the strength of urban-rural clines in a Mendelian polymorphism along a latitudinal gradient. Evol Lett 2020; 4:212-225. [PMID: 32547782 PMCID: PMC7293085 DOI: 10.1002/evl3.163] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 12/19/2019] [Accepted: 02/02/2020] [Indexed: 11/07/2022] Open
Abstract
Cities are emerging as models for addressing the fundamental question of whether populations evolve in parallel to similar environments. Here, we examine the environmental factors that drive the evolution of parallel urban‐rural clines in a Mendelian trait—the cyanogenic antiherbivore defense of white clover (Trifolium repens). Previous work suggested urban‐rural gradients in frost and snow depth could drive the evolution of reduced hydrogen cyanide (HCN) frequencies in urban populations. Here, we sampled over 700 urban and rural clover populations across 16 cities along a latitudinal transect in eastern North America. In each population, we quantified changes in the frequency of genotypes that produce HCN, and in a subset of the cities we estimated the frequency of the alleles at the two genes (CYP79D15 and Li) that epistatically interact to produce HCN. We then tested the hypothesis that cold climatic conditions are necessary for the evolution of cyanogenesis clines by comparing the strength of clines among cities located along a latitudinal gradient of winter temperature and frost exposure. Overall, half of the cities exhibited urban‐rural clines in the frequency of HCN, whereby urban populations evolved lower HCN frequencies. Clines did not evolve in cities with the lowest temperatures and greatest snowfall, supporting the hypothesis that snow buffers plants against winter frost and constrains the formation of clines. By contrast, the strongest clines occurred in the warmest cities where snow and frost are rare, suggesting that alternative selective agents are maintaining clines in warmer cities. Some clines were driven by evolution at only CYP79D15, consistent with stronger and more consistent selection on this locus than on Li. Together, our results demonstrate that urban environments often select for similar phenotypes, but different selective agents and targets underlie the evolutionary response in different cities.
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Affiliation(s)
- James S Santangelo
- Department of Biology University of Toronto Mississauga Mississauga ON L5L 1C6 Canada.,Centre for Urban Environments University of Toronto Mississauga Mississauga ON L5L 1C6 Canada.,Department of Ecology and Evolutionary Biology University of Toronto Toronto ON M5S 3B2 Canada
| | - Ken A Thompson
- Department of Zoology and Biodiversity Research Centre University of British Columbia Vancouver BC V6T 1Z4 Canada
| | - Beata Cohan
- Department of Biology University of Toronto Mississauga Mississauga ON L5L 1C6 Canada
| | - Jibran Syed
- Department of Biology University of Toronto Mississauga Mississauga ON L5L 1C6 Canada
| | - Rob W Ness
- Department of Biology University of Toronto Mississauga Mississauga ON L5L 1C6 Canada.,Centre for Urban Environments University of Toronto Mississauga Mississauga ON L5L 1C6 Canada.,Department of Ecology and Evolutionary Biology University of Toronto Toronto ON M5S 3B2 Canada
| | - Marc T J Johnson
- Department of Biology University of Toronto Mississauga Mississauga ON L5L 1C6 Canada.,Centre for Urban Environments University of Toronto Mississauga Mississauga ON L5L 1C6 Canada.,Department of Ecology and Evolutionary Biology University of Toronto Toronto ON M5S 3B2 Canada
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13
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Santangelo JS, Johnson MTJ, Ness RW. Modern spandrels: the roles of genetic drift, gene flow and natural selection in the evolution of parallel clines. Proc Biol Sci 2019; 285:rspb.2018.0230. [PMID: 29743253 DOI: 10.1098/rspb.2018.0230] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 04/12/2018] [Indexed: 11/12/2022] Open
Abstract
Urban environments offer the opportunity to study the role of adaptive and non-adaptive evolutionary processes on an unprecedented scale. While the presence of parallel clines in heritable phenotypic traits is often considered strong evidence for the role of natural selection, non-adaptive evolutionary processes can also generate clines, and this may be more likely when traits have a non-additive genetic basis due to epistasis. In this paper, we use spatially explicit simulations modelled according to the cyanogenesis (hydrogen cyanide, HCN) polymorphism in white clover (Trifolium repens) to examine the formation of phenotypic clines along urbanization gradients under varying levels of drift, gene flow and selection. HCN results from an epistatic interaction between two Mendelian-inherited loci. Our results demonstrate that the genetic architecture of this trait makes natural populations susceptible to decreases in HCN frequencies via drift. Gradients in the strength of drift across a landscape resulted in phenotypic clines with lower frequencies of HCN in strongly drifting populations, giving the misleading appearance of deterministic adaptive changes in the phenotype. Studies of heritable phenotypic change in urban populations should generate null models of phenotypic evolution based on the genetic architecture underlying focal traits prior to invoking selection's role in generating adaptive differentiation.
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Affiliation(s)
- James S Santangelo
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada L5L 1C6 .,Centre for Urban Environments, University of Toronto Mississauga, Mississauga, Ontario, Canada L5L 1C6.,Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, Ontario, Canada M5S 3B2
| | - Marc T J Johnson
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada L5L 1C6.,Centre for Urban Environments, University of Toronto Mississauga, Mississauga, Ontario, Canada L5L 1C6.,Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, Ontario, Canada M5S 3B2
| | - Rob W Ness
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada L5L 1C6.,Centre for Urban Environments, University of Toronto Mississauga, Mississauga, Ontario, Canada L5L 1C6.,Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, Ontario, Canada M5S 3B2
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14
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Cassin-Sackett L, Callicrate TE, Fleischer RC. Parallel evolution of gene classes, but not genes: Evidence from Hawai'ian honeycreeper populations exposed to avian malaria. Mol Ecol 2018; 28:568-583. [PMID: 30298567 DOI: 10.1111/mec.14891] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2017] [Revised: 10/14/2018] [Accepted: 10/19/2018] [Indexed: 12/29/2022]
Abstract
Adaptation in nature is ubiquitous, yet characterizing its genomic basis is difficult because population demographics cause correlations with nonadaptive loci. Introduction events provide opportunities to observe adaptation over known spatial and temporal scales, facilitating the identification of genes involved in adaptation. The pathogen causing avian malaria, Plasmodium relictum, was introduced to Hawai'i in the 1930s and elicited extinctions and precipitous population declines in native honeycreepers. After a sharp initial population decline, the Hawai'i 'amakihi (Chlorodrepanis virens) has evolved tolerance to the parasite at low elevations where P. relictum exists, and can sustain infection without major fitness consequences. High-elevation, unexposed populations of 'amakihi display little to no tolerance. To explore the genomic basis of adaptation to P. relictum in low-elevation 'amakihi, we genotyped 125 'amakihi from the island of Hawai'i via hybridization capture to 40,000 oligonucleotide baits containing SNPs and used the reference 'amakihi genome to identify genes potentially under selection from malaria. We tested for outlier loci between low- and high-elevation population pairs and identified loci with signatures of selection within low-elevation populations. In some cases, genes commonly involved in the immune response (e.g., major histocompatibility complex) were associated with malaria presence in the population. We also detected several novel candidate loci that may be implicated in surviving malaria infection (e.g., beta-defensin, glycoproteins and interleukin-related genes). Our results suggest that rapid adaptation to pathogens may occur through changes in different immune genes, but in the same classes of genes, across populations.
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Affiliation(s)
- Loren Cassin-Sackett
- Center for Conservation Genomics, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, District of Columbia.,Department of Integrative Biology, University of South Florida, Tampa, Florida
| | - Taylor E Callicrate
- Center for Conservation Genomics, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, District of Columbia.,Species Conservation Toolkit Initiative, Department of Conservation Science, Chicago Zoological Society, Brookfield, Illinois
| | - Robert C Fleischer
- Center for Conservation Genomics, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, District of Columbia
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15
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Lahr EC, Dunn RR, Frank SD. Getting ahead of the curve: cities as surrogates for global change. Proc Biol Sci 2018; 285:20180643. [PMID: 30051830 PMCID: PMC6053926 DOI: 10.1098/rspb.2018.0643] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Accepted: 06/14/2018] [Indexed: 12/20/2022] Open
Abstract
Urbanization represents an unintentional global experiment that can provide insights into how species will respond and interact under future global change scenarios. Cities produce many conditions that are predicted to occur widely in the future, such as warmer temperatures, higher carbon dioxide (CO2) concentrations and exacerbated droughts. In using cities as surrogates for global change, it is challenging to disentangle climate variables-such as temperature-from co-occurring or confounding urban variables-such as impervious surface-and then to understand the interactive effects of multiple climate variables on both individual species and species interactions. However, such interactions are also difficult to replicate experimentally, and thus the challenges of cities are also their unique advantage. Here, we review insights gained from cities, with a focus on plants and arthropods, and how urban findings agree or disagree with experimental predictions and historical data. We discuss the types of hypotheses that can be best tested in cities, caveats to urban research and how to further validate cities as surrogates for global change. Lastly, we summarize how to achieve the goal of using urban species responses to predict broader regional- and ecosystem-level patterns in the future.
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Affiliation(s)
- Eleanor C Lahr
- Department of Applied Ecology, North Carolina State University, Raleigh, NC, USA
- Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC, USA
| | - Robert R Dunn
- Department of Applied Ecology, North Carolina State University, Raleigh, NC, USA
| | - Steven D Frank
- Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC, USA
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16
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Kooyers NJ, Hartman Bakken B, Ungerer MC, Olsen KM. Freeze-induced cyanide toxicity does not maintain the cyanogenesis polymorphism in white clover (Trifolium repens). AMERICAN JOURNAL OF BOTANY 2018; 105:1224-1231. [PMID: 30080261 DOI: 10.1002/ajb2.1134] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Accepted: 04/26/2018] [Indexed: 06/08/2023]
Abstract
PREMISE OF THE STUDY The maintenance of adaptive polymorphisms within species requires fitness trade-offs reflecting selection for each morph. Cyanogenesis, the ability to produce hydrogen cyanide (HCN) after tissue damage, occurs in >3000 plant species and exists as a discrete polymorphism in white clover. This polymorphism is spatially distributed in recurrent clines, with higher frequencies of cyanogenic plants in warmer climates. The HCN autotoxicity hypothesis proposes that cyanogenic plants are selected against where frosts are common, as freezing liberates HCN and could impair cellular respiration. METHODS We tested the HCN autotoxicity hypothesis using a freezing chamber to examine survival, tissue damage, and physiological recovery as assessed via chlorophyll fluorescence following mild and severe freezing treatments. We utilized 65 genotypes from a single polymorphic population to eliminate effects of population structure. KEY RESULTS Cyanogenic plants did not differ from acyanogenic plants in survival, tissue damage, or recovery following freezing. However, plants producing either of the two required cyanogenic precursors had lower survival and tissue damage after freezing than plants lacking both precursors. CONCLUSIONS These results suggest that freezing-induced HCN toxicity is unlikely to be responsible for the maintenance of the cyanogenesis polymorphism in white clover. However, energetic trade-offs associated with costs of producing the cyanogenic precursors may confer a fitness benefit to acyanogenic plants under stressful climatic conditions. The lack of evidence for HCN toxicity suggests that cyanogenic clover uses physiological mechanisms mediated by β-cyanoalanine synthase and alternative oxidase to maintain cellular function in the presence of HCN.
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Affiliation(s)
- Nicholas J Kooyers
- Department of Biology, University of Louisiana, Lafayette, LA, 70504, USA
- Department of Integrative Biology, University of South Florida, Tampa, FL, 33620, USA
| | | | - Mark C Ungerer
- Division of Biology, Kansas State University, Manhattan, KS, 66506, USA
| | - Kenneth M Olsen
- Department of Biology, Washington University, St. Louis, MO, 63130, USA
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17
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Olsen KM, Small LL. Micro- and macroevolutionary adaptation through repeated loss of a complete metabolic pathway. THE NEW PHYTOLOGIST 2018; 219:757-766. [PMID: 29708583 DOI: 10.1111/nph.15184] [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: 01/22/2018] [Accepted: 03/27/2018] [Indexed: 05/27/2023]
Abstract
There is growing evidence for the convergent evolution of physically linked gene clusters encoding chemical defense pathways. Metabolic clusters are proposed to evolve because they ensure co-inheritance of all required genes where the defense is favored, and prevent inheritance of toxic partial pathways where it is not. This hypothesis rests on the assumption that clusters evolve in species where selection favors intraspecific polymorphism for the defense; however, they have not been examined in polymorphic species. We examined metabolic cluster evolution in relation to an adaptive polymorphism for cyanogenic glucoside (CNglc) production in clover. Using 163 accessions, we performed CNglc assays, BAC sequencing, Southern hybridizations and molecular evolutionary analyses. We find that the CNglc pathway forms a 138-kb cluster in white clover, and that the adaptive polymorphism occurs through presence/absence of the complete cluster. Component genes are orthologous to those in the distantly related legume Lotus japonicus. These findings provide empirical support for the co-inheritance hypothesis, and they indicate that adaptive CNglc variation in white clover evolves through recurrent deletions of the entire pathway. They further indicate that the shared ancestor of many important legume crops was likely cyanogenic and that this defense was lost repeatedly over the last 50 Myr.
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Affiliation(s)
- Kenneth M Olsen
- Biology Department, Washington University, Campus Box 1137, St Louis, MO, 63130-4899, USA
| | - Linda L Small
- Biology Department, Washington University, Campus Box 1137, St Louis, MO, 63130-4899, USA
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18
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Zagrobelny M, de Castro ÉCP, Møller BL, Bak S. Cyanogenesis in Arthropods: From Chemical Warfare to Nuptial Gifts. INSECTS 2018; 9:E51. [PMID: 29751568 PMCID: PMC6023451 DOI: 10.3390/insects9020051] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 04/23/2018] [Accepted: 04/24/2018] [Indexed: 11/16/2022]
Abstract
Chemical defences are key components in insect⁻plant interactions, as insects continuously learn to overcome plant defence systems by, e.g., detoxification, excretion or sequestration. Cyanogenic glucosides are natural products widespread in the plant kingdom, and also known to be present in arthropods. They are stabilised by a glucoside linkage, which is hydrolysed by the action of β-glucosidase enzymes, resulting in the release of toxic hydrogen cyanide and deterrent aldehydes or ketones. Such a binary system of components that are chemically inert when spatially separated provides an immediate defence against predators that cause tissue damage. Further roles in nitrogen metabolism and inter- and intraspecific communication has also been suggested for cyanogenic glucosides. In arthropods, cyanogenic glucosides are found in millipedes, centipedes, mites, beetles and bugs, and particularly within butterflies and moths. Cyanogenic glucosides may be even more widespread since many arthropod taxa have not yet been analysed for the presence of this class of natural products. In many instances, arthropods sequester cyanogenic glucosides or their precursors from food plants, thereby avoiding the demand for de novo biosynthesis and minimising the energy spent for defence. Nevertheless, several species of butterflies, moths and millipedes have been shown to biosynthesise cyanogenic glucosides de novo, and even more species have been hypothesised to do so. As for higher plant species, the specific steps in the pathway is catalysed by three enzymes, two cytochromes P450, a glycosyl transferase, and a general P450 oxidoreductase providing electrons to the P450s. The pathway for biosynthesis of cyanogenic glucosides in arthropods has most likely been assembled by recruitment of enzymes, which could most easily be adapted to acquire the required catalytic properties for manufacturing these compounds. The scattered phylogenetic distribution of cyanogenic glucosides in arthropods indicates that the ability to biosynthesise this class of natural products has evolved independently several times. This is corroborated by the characterised enzymes from the pathway in moths and millipedes. Since the biosynthetic pathway is hypothesised to have evolved convergently in plants as well, this would suggest that there is only one universal series of unique intermediates by which amino acids are efficiently converted into CNglcs in different Kingdoms of Life. For arthropods to handle ingestion of cyanogenic glucosides, an effective detoxification system is required. In butterflies and moths, hydrogen cyanide released from hydrolysis of cyanogenic glucosides is mainly detoxified by β-cyanoalanine synthase, while other arthropods use the enzyme rhodanese. The storage of cyanogenic glucosides and spatially separated hydrolytic enzymes (β-glucosidases and α-hydroxynitrile lyases) are important for an effective hydrogen cyanide release for defensive purposes. Accordingly, such hydrolytic enzymes are also present in many cyanogenic arthropods, and spatial separation has been shown in a few species. Although much knowledge regarding presence, biosynthesis, hydrolysis and detoxification of cyanogenic glucosides in arthropods has emerged in recent years, many exciting unanswered questions remain regarding the distribution, roles apart from defence, and convergent evolution of the metabolic pathways involved.
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Affiliation(s)
- Mika Zagrobelny
- Plant Biochemistry Laboratory, Department of Plant and Environmental Sciences, University of Copenhagen, 1871 Frederiksberg C, Denmark.
| | | | - Birger Lindberg Møller
- Plant Biochemistry Laboratory, Department of Plant and Environmental Sciences, University of Copenhagen, 1871 Frederiksberg C, Denmark.
- VILLUM Center for Plant Plasticity, University of Copenhagen, 1871 Frederiksberg C, Denmark.
| | - Søren Bak
- Plant Biochemistry Laboratory, Department of Plant and Environmental Sciences, University of Copenhagen, 1871 Frederiksberg C, Denmark.
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19
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Wright SJ, Cui Zhou D, Kuhle A, Olsen KM. Continent-Wide Climatic Variation Drives Local Adaptation in North American White Clover. J Hered 2017; 109:78-89. [PMID: 28992131 DOI: 10.1093/jhered/esx060] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Accepted: 07/13/2017] [Indexed: 12/19/2022] Open
Abstract
Climate-associated clines in adaptive polymorphisms are commonly cited as evidence of local adaptation within species. However, the contribution of the clinally varying trait to overall fitness is often unknown. To address this question, we examined survival, vegetative growth, and reproductive output in a central US common garden experiment using 161 genotypes of white clover (Trifolium repens L.) originating from 15 locations across North America. White clover is polymorphic for cyanogenesis (hydrogen cyanide release upon tissue damage), a chemical defense against generalist herbivores, and climate-associated cyanogenesis clines have repeatedly evolved across the species range. Over a 12-month experiment, we observed striking correlations between the population of origin and plant performance in the common garden, with climatic distance from the common garden site predicting fitness more accurately than geographic distance. Assessments of herbivore leaf damage over the 2015 growing season indicated marginally lower herbivory on cyanogenic plants; however, this effect did not result in increased fitness in the common garden location. Linear mixed modeling suggested that while cyanogenesis variation had little predictive value for vegetative growth, it is as important as climatic variation for predicting reproductive output in the central United States. Together, our findings suggest that knowledge of climate similarity, as well as knowledge of locally favored adaptive traits, will help to inform transplantation strategies for restoration ecology and other conservation efforts in the face of climate change.
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Affiliation(s)
- Sara J Wright
- Department of Biology, Washington University, St. Louis, MO 63130-4899
| | - Daniel Cui Zhou
- Department of Biology, Washington University, St. Louis, MO 63130-4899
| | | | - Kenneth M Olsen
- Department of Biology, Washington University, St. Louis, MO 63130-4899
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20
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Muir CD, Angert AL. Grow with the flow: a latitudinal cline in physiology is associated with more variable precipitation in Erythranthe cardinalis. J Evol Biol 2017; 30:2189-2203. [PMID: 28977720 DOI: 10.1111/jeb.13184] [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] [Received: 06/09/2017] [Revised: 09/24/2017] [Accepted: 09/28/2017] [Indexed: 01/19/2023]
Abstract
Local adaptation is commonly observed in nature: organisms perform well in their natal environment, but poorly outside it. Correlations between traits and latitude, or latitudinal clines, are among the most common pieces of evidence for local adaptation, but identifying the traits under selection and the selective agents is challenging. Here, we investigated a latitudinal cline in growth and photosynthesis across 16 populations of the perennial herb Erythranthe cardinalis (Phrymaceae). Using machine learning methods, we identify interannual variation in precipitation as a likely selective agent: southern populations from more variable environments had higher photosynthetic rates and grew faster. We hypothesize that selection may favour a more annualized life history - grow now rather than save for next year - in environments where severe droughts occur more often. Thus, our study provides insight into how species may adapt if Mediterranean climates become more variable due to climate change.
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Affiliation(s)
- C D Muir
- Biodiversity Research Centre and Department of Botany, University of British Columbia, Vancouver, BC, Canada
| | - A L Angert
- Biodiversity Research Centre and Department of Botany, University of British Columbia, Vancouver, BC, Canada.,Department of Zoology, University of British Columbia, Vancouver, BC, Canada
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21
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Sato Y, Kudoh H. Fine-scale frequency differentiation along a herbivory gradient in the trichome dimorphism of a wild Arabidopsis. Ecol Evol 2017; 7:2133-2141. [PMID: 28405279 PMCID: PMC5383478 DOI: 10.1002/ece3.2830] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2016] [Accepted: 01/28/2017] [Indexed: 12/17/2022] Open
Abstract
Geographic variation is commonly observed in plant resistance traits, where plant species might experience different selection pressure across a heterogeneous landscape. Arabidopsis halleri subsp. gemmifera is dimorphic for trichome production, generating two morphs, trichome-producing (hairy) and trichomeless (glabrous) plants. Trichomes of A. halleri are known to confer resistance against the white butterfly, cabbage sawfly, and brassica leaf beetle, but not against flea beetles. We combined leaf damage, microclimate, and microsatellite loci data of 26 A. halleri populations in central Japan, to explore factors responsible for fine-scale geographic variation in the morph frequency. We found that hairy plants were less damaged than glabrous plants within populations, but the among-site variation was the most significant source of variation in the individual-level damage. Fixation index (Gst″) of a putative trichome locus exhibited a significant divergence along population-level damage with an exception of an outlier population, inferring the local adaptation to herbivory. Notably, this outlier was a population wherein our previous study reported a balancing role of the brassica leaf beetle Phaedon brassicae on the morph frequency. This differentiation of the trichome locus was unrelated to neutral genetic differentiation (evaluated by Gst″ of microsatellite loci) and meteorological factors (including temperature and solar radiation). The present findings, combined with those of our previous work, provide suggestive evidence that herbivore-driven divergence and occasional outbreak of a specific herbivore have jointly contributed to the ecogeographic pattern in the frequency of two morphs.
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Affiliation(s)
- Yasuhiro Sato
- Center for Ecological ResearchKyoto UniversityOtsuShigaJapan
- Present address: Department of Plant Life SciencesFaculty of AgricultureRyukoku UniversityYokotani 1‐5, Seta Oe‐choOtsuShiga520‐2194Japan
| | - Hiroshi Kudoh
- Center for Ecological ResearchKyoto UniversityOtsuShigaJapan
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22
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Thompson KA, Renaudin M, Johnson MTJ. Urbanization drives the evolution of parallel clines in plant populations. Proc Biol Sci 2016; 283:20162180. [PMID: 28003451 PMCID: PMC5204167 DOI: 10.1098/rspb.2016.2180] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Accepted: 11/16/2016] [Indexed: 01/14/2023] Open
Abstract
Urban ecosystems are an increasingly dominant feature of terrestrial landscapes. While evidence that species can adapt to urban environments is accumulating, the mechanisms through which urbanization imposes natural selection on populations are poorly understood. The identification of adaptive phenotypic changes (i.e. clines) along urbanization gradients would facilitate our understanding of the selective factors driving adaptation in cities. Here, we test for phenotypic clines in urban ecosystems by sampling the frequency of a Mendelian-inherited trait-cyanogenesis-in white clover (Trifolium repens L.) populations along urbanization gradients in four cities. Cyanogenesis protects plants from herbivores, but reduces tolerance to freezing temperatures. We found that the frequency of cyanogenic plants within populations decreased towards the urban centre in three of four cities. A field experiment indicated that spatial variation in herbivory is unlikely to explain these clines. Rather, colder minimum winter ground temperatures in urban areas compared with non-urban areas, caused by reduced snow cover in cities, may select against cyanogenesis. In the city with no cline, high snow cover might protect plants from freezing damage in the city centre. Our study suggests that populations are adapting to urbanization gradients, but regional climatic patterns may ultimately determine whether adaptation occurs.
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Affiliation(s)
- Ken A Thompson
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, Ontario, Canada M5S 3B2
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada L5L 1C6
| | | | - Marc T J Johnson
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, Ontario, Canada M5S 3B2
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada L5L 1C6
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23
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McAssey EV, Corbi J, Burke JM. Range-wide phenotypic and genetic differentiation in wild sunflower. BMC PLANT BIOLOGY 2016; 16:249. [PMID: 27829377 PMCID: PMC5103407 DOI: 10.1186/s12870-016-0937-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Accepted: 10/28/2016] [Indexed: 05/20/2023]
Abstract
BACKGROUND Divergent phenotypes and genotypes are key signals for identifying the targets of natural selection in locally adapted populations. Here, we used a combination of common garden phenotyping for a variety of growth, plant architecture, and seed traits, along with single-nucleotide polymorphism (SNP) genotyping to characterize range-wide patterns of diversity in 15 populations of wild sunflower (Helianthus annuus L.) sampled along a latitudinal gradient in central North America. We analyzed geographic patterns of phenotypic diversity, quantified levels of within-population SNP diversity, and also determined the extent of population structure across the range of this species. We then used these data to identify significantly over-differentiated loci as indicators of genomic regions that likely contribute to local adaptation. RESULTS Traits including flowering time, plant height, and seed oil composition (i.e., percentage of saturated fatty acids) were significantly correlated with latitude, and thus differentiated northern vs. southern populations. Average pairwise FST was found to be 0.21, and a STRUCTURE analysis identified two significant clusters that largely separated northern and southern individuals. The significant FST outliers included a SNP in HaFT2, a flowering time gene that has been previously shown to co-localize with flowering time QTL, and which exhibits a known cline in gene expression. CONCLUSIONS Latitudinal differentiation in both phenotypic traits and SNP allele frequencies is observed across wild sunflower populations in central North America. Such differentiation may play an important adaptive role across the range of this species, and could facilitate adaptation to a changing climate.
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Affiliation(s)
- Edward V. McAssey
- Department of Plant Biology, University of Georgia, Miller Plant Sciences Building, Athens, GA 30602 USA
- University of Georgia, Center for Applied Genetic Technologies, 111 Riverbend Road, Athens, GA 30602 USA
| | - Jonathan Corbi
- Department of Plant Biology, University of Georgia, Miller Plant Sciences Building, Athens, GA 30602 USA
- Université de Lyon, F-69000, Lyon; Université Lyon 1; CNRS, UMR5558, Laboratoire de Biométrie et Biologie Evolutive, F-69622 Villeurbanne, France
| | - John M. Burke
- Department of Plant Biology, University of Georgia, Miller Plant Sciences Building, Athens, GA 30602 USA
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24
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Le Gros A, Clergeau P, Zuccon D, Cornette R, Mathys B, Samadi S. Invasion history and demographic processes associated with rapid morphological changes in the Red-whiskered bulbul established on tropical islands. Mol Ecol 2016; 25:5359-5376. [DOI: 10.1111/mec.13853] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2015] [Revised: 07/22/2016] [Accepted: 09/04/2016] [Indexed: 11/26/2022]
Affiliation(s)
- Ariane Le Gros
- Sorbonne Paris Cité; Université Paris Diderot; 5 Rue Thomas Mann 75013 Paris France
- MNHN; CNRS; UPMC; CP51; Centre d'Ecologie et des Sciences de la Conservation (CESCO UMR7204); Sorbonne Universités; 55 rue Buffon 75005 Paris France
- MNHN; CNRS; UPMC; CP26; Institut de Systématique; Evolution; Biodiversité (ISYEB UMR 7205); Sorbonne Universités; 57 rue Cuvier 75005 Paris France
| | - Philippe Clergeau
- MNHN; CNRS; UPMC; CP51; Centre d'Ecologie et des Sciences de la Conservation (CESCO UMR7204); Sorbonne Universités; 55 rue Buffon 75005 Paris France
| | - Dario Zuccon
- MNHN; CNRS; UPMC; CP26; Institut de Systématique; Evolution; Biodiversité (ISYEB UMR 7205); Sorbonne Universités; 57 rue Cuvier 75005 Paris France
| | - Raphaël Cornette
- MNHN; CNRS; UPMC; CP26; Institut de Systématique; Evolution; Biodiversité (ISYEB UMR 7205); Sorbonne Universités; 57 rue Cuvier 75005 Paris France
| | - Blake Mathys
- Division of Mathematics; Computer and Natural Sciences; Ohio Dominican University; Columbus OH 43219 USA
| | - Sarah Samadi
- MNHN; CNRS; UPMC; CP26; Institut de Systématique; Evolution; Biodiversité (ISYEB UMR 7205); Sorbonne Universités; 57 rue Cuvier 75005 Paris France
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25
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Yang AH, Wei N, Fritsch PW, Yao XH. AFLP Genome Scanning Reveals Divergent Selection in Natural Populations of Liriodendron chinense (Magnoliaceae) along a Latitudinal Transect. FRONTIERS IN PLANT SCIENCE 2016; 7:698. [PMID: 27303414 PMCID: PMC4880593 DOI: 10.3389/fpls.2016.00698] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Accepted: 05/06/2016] [Indexed: 05/27/2023]
Abstract
Understanding adaptive genetic variation and its relation to environmental factors are important for understanding how plants adapt to climate change and for managing genetic resources. Genome scans for the loci exhibiting either notably high or low levels of population differentiation (outlier loci) provide one means of identifying genomic regions possibly associated with convergent or divergent selection. In this study, we combined Amplified Fragment Length Polymorphism (AFLP) genome scan and environmental association analysis to test for signals of natural selection in natural populations of Liriodendron chinense (Chinese Tulip Tree; Magnoliaceae) along a latitudinal transect. We genotyped 276 individuals from 11 populations of L. chinense using 987 AFLP markers. Both frequency-based (Dfdist and BayeScan) and correlation-based (MLM) methods were applied to detect outlier loci. Our analyses recovered both neutral and potentially adaptive genetic differentiation among populations of L. chinense. We found moderate genetic diversity within populations and high genetic differentiation among populations with reduced genetic diversity toward the periphery of the species ranges. Nine AFLP marker loci showed evidence of being outliers for population differentiation for both detection methods. Of these, six were strongly associated with at least one climate factor. Temperature, precipitation, and radiation were found to be three important factors influencing local adaptation of L. chinense. The outlier AFLP loci are likely not the target of natural selection, but the neighboring genes of these loci might be involved in local adaptation. Hence, these candidates should be validated by further studies.
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Affiliation(s)
- Ai-Hong Yang
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of SciencesWuhan, China
| | - Na Wei
- Department of Ecology and Evolutionary Biology, University of MichiganAnn Arbor, MI, USA
| | | | - Xiao-Hong Yao
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of SciencesWuhan, China
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26
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Thompson KA, Johnson MT. Antiherbivore defenses alter natural selection on plant reproductive traits. Evolution 2016; 70:796-810. [DOI: 10.1111/evo.12900] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Revised: 02/07/2016] [Accepted: 02/26/2016] [Indexed: 01/24/2023]
Affiliation(s)
- Ken A. Thompson
- Department of Ecology and Evolutionary Biology; University of Toronto Mississauga; Mississauga Ontario L5L 1C6 Canada
- Department of Biology; University of Toronto Mississauga; Mississauga Ontario L5L 1C6 Canada
| | - Marc T.J. Johnson
- Department of Ecology and Evolutionary Biology; University of Toronto Mississauga; Mississauga Ontario L5L 1C6 Canada
- Department of Biology; University of Toronto Mississauga; Mississauga Ontario L5L 1C6 Canada
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27
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Rapid morphological changes, admixture and invasive success in populations of Ring-necked parakeets (Psittacula krameri) established in Europe. Biol Invasions 2016. [DOI: 10.1007/s10530-016-1103-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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28
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Baack E, Melo MC, Rieseberg LH, Ortiz-Barrientos D. The origins of reproductive isolation in plants. THE NEW PHYTOLOGIST 2015; 207:968-84. [PMID: 25944305 DOI: 10.1111/nph.13424] [Citation(s) in RCA: 187] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2015] [Accepted: 03/16/2015] [Indexed: 05/23/2023]
Abstract
Reproductive isolation in plants occurs through multiple barriers that restrict gene flow between populations, but their origins remain uncertain. Work in the past decade has shown that postpollination barriers, such as the failure to form hybrid seeds or sterility of hybrid offspring, are often less strong than prepollination barriers. Evidence implicates multiple evolutionary forces in the origins of reproductive barriers, including mutation, stochastic processes and natural selection. Although adaptation to different environments is a common element of reproductive isolation, genomic conflicts also play a role, including female meiotic drive. The genetic basis of some reproductive barriers, particularly flower colour influencing pollinator behaviour, is well understood in some species, but the genetic changes underlying many other barriers, especially pollen-stylar interactions, are largely unknown. Postpollination barriers appear to accumulate at a faster rate in annuals compared with perennials, due in part to chromosomal rearrangements. Chromosomal changes can be important isolating barriers in themselves but may also reduce the recombination of genes contributing to isolation. Important questions for the next decade include identifying the evolutionary forces responsible for chromosomal rearrangements, determining how often prezygotic barriers arise due to selection against hybrids, and establishing the relative importance of genomic conflicts in speciation.
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Affiliation(s)
- Eric Baack
- Department of Biology, Luther College, Decorah, IA, 52101, USA
| | - Maria Clara Melo
- School of Biological Sciences, The University of Queensland, St Lucia, QLD, 4072, Australia
| | - Loren H Rieseberg
- Department of Botany, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
- Department of Biology, Indiana University, Bloomington, IN, 47405, USA
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29
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Agerbirk N, Olsen CE, Heimes C, Christensen S, Bak S, Hauser TP. Multiple hydroxyphenethyl glucosinolate isomers and their tandem mass spectrometric distinction in a geographically structured polymorphism in the crucifer Barbarea vulgaris. PHYTOCHEMISTRY 2015; 115:130-142. [PMID: 25277803 DOI: 10.1016/j.phytochem.2014.09.003] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2014] [Revised: 08/25/2014] [Accepted: 09/06/2014] [Indexed: 06/03/2023]
Abstract
Two distinct glucosinolate (GSL) chemotypes (P and G-types) of Barbarea vulgaris (Brassicaceae) were known from southern Scandinavia, but whether the types were consistent in a wider geographic area was not known. Populations (26) from Eastern and Central Europe were analyzed for GSLs in order to investigate whether the two types were consistent in this area. Most (21) could be attributed to one of the previously described GSL profile types, the P-type (13 populations) and the G-type (8 populations), based on differences in the stereochemistry of 2-hydroxylation, presence or absence of phenolic glucobarbarin derivatives, and qualitative differences in indole GSL decoration (tested for a subset of 8+6 populations only). The distinction agreed with previous molecular genetic analysis of the same individuals. Geographically, the P-type typically occurred in Eastern Europe while the G-type mainly occurred in Central Europe. Of the remaining five populations, minor deviations were observed in some individuals from two populations genetically assigned to the G-type, and a hybrid population from Finland contained an additional dihydroxyphenethyl GSL isomer attributed to a combinatorial effect of P-type and G-type genes. Major exceptions to the typical GSL profiles were observed in two populations: (1) A G-type population from Slovenia deviated by a high frequency of a known variant in glucobarbarin biosynthesis ('NAS form') co-occurring with usual G-type individuals. (2) A population from Caucasus exhibited a highly deviating GSL profile dominated by p-hydroxyphenethyl GSL that was insignificant in other accessions, as well as two GSLs investigated by NMR, m-hydroxyphenethylGSL and a partially identified m,p disubstituted hydroxy-methoxy derivative of phenethylGSL. Tandem HPLC-MS of seven NMR-identified desulfoGSLs was carried out and interpreted for increased certainty in peak identification and as a tool for partial structure elucidation. The distinct, geographically separated chemotypes and rare variants are discussed in relation to future taxonomic revision and the genetics and ecology of GSLs in B. vulgaris.
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Affiliation(s)
- Niels Agerbirk
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, DK-1871 Frederiksberg C, Denmark.
| | - Carl Erik Olsen
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, DK-1871 Frederiksberg C, Denmark
| | - Christine Heimes
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, DK-1871 Frederiksberg C, Denmark
| | - Stina Christensen
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, DK-1871 Frederiksberg C, Denmark
| | - Søren Bak
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, DK-1871 Frederiksberg C, Denmark
| | - Thure P Hauser
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, DK-1871 Frederiksberg C, Denmark
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30
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Olsen KM, Kooyers NJ, Small LL. Adaptive gains through repeated gene loss: parallel evolution of cyanogenesis polymorphisms in the genus Trifolium (Fabaceae). Philos Trans R Soc Lond B Biol Sci 2015; 369:rstb.2013.0347. [PMID: 24958921 DOI: 10.1098/rstb.2013.0347] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Variation in cyanogenesis (hydrogen cyanide release following tissue damage) was first noted in populations of white clover more than a century ago, and subsequent decades of research have established this system as a classic example of an adaptive chemical defence polymorphism. Here, we document polymorphisms for cyanogenic components in several relatives of white clover, and we determine the molecular basis of this trans-specific adaptive variation. One hundred and thirty-nine plants, representing 13 of the 14 species within Trifolium section Trifoliastrum, plus additional species across the genus, were assayed for cyanogenic components (cyanogenic glucosides and their hydrolysing enzyme, linamarase) and for the presence of underlying cyanogenesis genes (CYP79D15 and Li, respectively). One or both cyanogenic components were detected in seven species, all within section Trifoliastrum; polymorphisms for the presence/absence (PA) of components were detected in six species. In a pattern that parallels our previous findings for white clover, all observed biochemical polymorphisms correspond to gene PA polymorphisms at CYP79D15 and Li. Relationships of DNA sequence haplotypes at the cyanogenesis loci and flanking genomic regions suggest independent evolution of gene deletions within species. This study thus provides evidence for the parallel evolution of adaptive biochemical polymorphisms through recurrent gene deletions in multiple species.
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Affiliation(s)
- Kenneth M Olsen
- Department of Biology, Washington University, St. Louis, MO 63130, USA
| | | | - Linda L Small
- Department of Biology, Washington University, St. Louis, MO 63130, USA
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31
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Luo Y, Widmer A, Karrenberg S. The roles of genetic drift and natural selection in quantitative trait divergence along an altitudinal gradient in Arabidopsis thaliana. Heredity (Edinb) 2015; 114:220-8. [PMID: 25293874 PMCID: PMC4815633 DOI: 10.1038/hdy.2014.89] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2014] [Revised: 07/29/2014] [Accepted: 08/19/2014] [Indexed: 02/02/2023] Open
Abstract
Understanding how natural selection and genetic drift shape biological variation is a central topic in biology, yet our understanding of the agents of natural selection and their target traits is limited. We investigated to what extent selection along an altitudinal gradient or genetic drift contributed to variation in ecologically relevant traits in Arabidopsis thaliana. We collected seeds from 8 to 14 individuals from each of 14 A. thaliana populations originating from sites between 800 and 2700 m above sea level in the Swiss Alps. Seed families were grown with and without vernalization, corresponding to winter-annual and summer-annual life histories, respectively. We analyzed putatively neutral genetic divergence between these populations using 24 simple sequence repeat markers. We measured seven traits related to growth, phenology and leaf morphology that are rarely reported in A. thaliana and performed analyses of altitudinal clines, as well as overall QST-FST comparisons and correlation analyses among pair-wise QST, FST and altitude of origin differences. Multivariate analyses suggested adaptive differentiation along altitude in the entire suite of traits, particularly when expressed in the summer-annual life history. Of the individual traits, a decrease in rosette leaf number in the vegetative state and an increase in leaf succulence with increasing altitude could be attributed to adaptive divergence. Interestingly, these patterns relate well to common within- and between-species trends of smaller plant size and thicker leaves at high altitude. Our results thus offer exciting possibilities to unravel the underlying mechanisms for these conspicuous trends using the model species A. thaliana.
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Affiliation(s)
- Y Luo
- Institute of Integrative Plant Biology, School of Life Sciences, Jiangsu Normal University, Xuzhou, Jiangsu, China
- ETH Zurich, ETH Zurich, Plant Ecological Genetics, Institute of Integrative Biology (IBZ), Universitätstrasse 16, Zurich, Switzerland
| | - A Widmer
- ETH Zurich, ETH Zurich, Plant Ecological Genetics, Institute of Integrative Biology (IBZ), Universitätstrasse 16, Zurich, Switzerland
| | - S Karrenberg
- ETH Zurich, ETH Zurich, Plant Ecological Genetics, Institute of Integrative Biology (IBZ), Universitätstrasse 16, Zurich, Switzerland
- Department of Ecology and Genetics, Uppsala University, Uppsala, Sweden
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32
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Antoniazza S, Kanitz R, Neuenschwander S, Burri R, Gaigher A, Roulin A, Goudet J. Natural selection in a postglacial range expansion: the case of the colour cline in the European barn owl. Mol Ecol 2014; 23:5508-23. [PMID: 25294501 DOI: 10.1111/mec.12957] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2013] [Revised: 09/30/2014] [Accepted: 10/03/2014] [Indexed: 12/13/2022]
Abstract
Gradients of variation--or clines--have always intrigued biologists. Classically, they have been interpreted as the outcomes of antagonistic interactions between selection and gene flow. Alternatively, clines may also establish neutrally with isolation by distance (IBD) or secondary contact between previously isolated populations. The relative importance of natural selection and these two neutral processes in the establishment of clinal variation can be tested by comparing genetic differentiation at neutral genetic markers and at the studied trait. A third neutral process, surfing of a newly arisen mutation during the colonization of a new habitat, is more difficult to test. Here, we designed a spatially explicit approximate Bayesian computation (ABC) simulation framework to evaluate whether the strong cline in the genetically based reddish coloration observed in the European barn owl (Tyto alba) arose as a by-product of a range expansion or whether selection has to be invoked to explain this colour cline, for which we have previously ruled out the actions of IBD or secondary contact. Using ABC simulations and genetic data on 390 individuals from 20 locations genotyped at 22 microsatellites loci, we first determined how barn owls colonized Europe after the last glaciation. Using these results in new simulations on the evolution of the colour phenotype, and assuming various genetic architectures for the colour trait, we demonstrate that the observed colour cline cannot be due to the surfing of a neutral mutation. Taking advantage of spatially explicit ABC, which proved to be a powerful method to disentangle the respective roles of selection and drift in range expansions, we conclude that the formation of the colour cline observed in the barn owl must be due to natural selection.
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Affiliation(s)
- Sylvain Antoniazza
- Department of Ecology and Evolution, University of Lausanne, 1015, Lausanne, Switzerland
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33
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Anstett DN, Naujokaitis-Lewis I, Johnson MTJ. Latitudinal gradients in herbivory onOenothera biennisvary according to herbivore guild and specialization. Ecology 2014. [DOI: 10.1890/13-0932.1] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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34
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Kooyers NJ, Olsen KM. Adaptive cyanogenesis clines evolve recurrently through geographical sorting of existing gene deletions. J Evol Biol 2014; 27:2554-8. [DOI: 10.1111/jeb.12466] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2014] [Revised: 06/15/2014] [Accepted: 07/22/2014] [Indexed: 11/30/2022]
Affiliation(s)
- N. J. Kooyers
- Department of Biology; Washington University in St. Louis; St. Louis MO USA
| | - K. M. Olsen
- Department of Biology; Washington University in St. Louis; St. Louis MO USA
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35
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Kooyers NJ, Gage LR, Al-Lozi A, Olsen KM. Aridity shapes cyanogenesis cline evolution in white clover (Trifolium repens L.). Mol Ecol 2014; 23:1053-70. [PMID: 24438087 DOI: 10.1111/mec.12666] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2013] [Revised: 12/31/2013] [Accepted: 01/09/2014] [Indexed: 01/14/2023]
Abstract
Adaptive differentiation between populations is often proposed to be the product of multiple interacting selective pressures, although empirical support for this is scarce. In white clover, populations show adaptive differentiation in frequencies of cyanogenesis, the ability to produce hydrogen cyanide after tissue damage. This polymorphism arises through independently segregating polymorphisms for the presence/absence of two required cyanogenic components, cyanogenic glucosides and their hydrolysing enzyme. White clover populations worldwide have evolved a series of recurrent, climate-associated clines, with higher frequencies of cyanogenic plants in warmer locations. These clines have traditionally been hypothesized to reflect a fitness trade-off between chemical defence in herbivore-rich areas (warmer climates) and energetic costs of producing cyanogenic components in areas of low herbivore pressure (cooler climates). Recent observational studies suggest that cyanogenic components may also be beneficial in water-stressed environments. We investigated fitness trade-offs associated with temperature-induced water stress in the cyanogenesis system using manipulative experiments in growth chambers and population surveys across a longitudinal precipitation gradient in the central United States. We find that plants producing cyanogenic glucosides have higher relative fitness in treatments simulating a moderate, persistent drought stress. In water-neutral treatments, there are energetic costs to producing cyanogenic components, but only in treatments with nutrient stress. These fitness trade-offs are consistent with cyanogenesis frequencies in natural populations, where we find clinal variation in the proportion of plants producing cyanogenic glucosides along the precipitation gradient. These results suggest that multiple selective pressures interact to maintain this adaptive polymorphism and that modelling adaptation will require knowledge of environment-specific fitness effects.
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Affiliation(s)
- Nicholas J Kooyers
- Department of Biology, Washington University in St. Louis, St. Louis, MO, 63130, USA
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36
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Kooyers NJ, Olsen KM. Searching for the bull's eye: agents and targets of selection vary among geographically disparate cyanogenesis clines in white clover (Trifolium repens L.). Heredity (Edinb) 2013; 111:495-504. [PMID: 23900395 PMCID: PMC3833685 DOI: 10.1038/hdy.2013.71] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2013] [Revised: 06/13/2013] [Accepted: 06/18/2013] [Indexed: 11/08/2022] Open
Abstract
The recurrent evolution of adaptive clines within a species can be used to elucidate the selective factors and genetic responses that underlie adaptation. White clover is polymorphic for cyanogenesis (HCN release with tissue damage), and climate-associated cyanogenesis clines have evolved throughout the native and introduced species range. This polymorphism arises through two independently segregating Mendelian polymorphisms for the presence/absence of two required components: cyanogenic glucosides and their hydrolyzing enzyme linamarase. Cyanogenesis is commonly thought to function in herbivore defense; however, the individual cyanogenic components may also serve other physiological functions. To test whether cyanogenesis clines have evolved in response to the same selective pressures acting on the same genetic targets, we examined cyanogenesis cline shape and its environmental correlates in three world regions: southern New Zealand, the central United States and the US Pacific Northwest. For some regional comparisons, cline shapes are remarkably similar despite large differences in the spatial scales over which clines occur (40-1600 km). However, we also find evidence for major differences in both the agents and targets of selection among the sampled clines. Variation in cyanogenesis frequency is best predicted using a combination of minimum winter temperature and aridity variables. Together, our results provide evidence that recurrent adaptive clines do not necessarily reflect shared adaptive processes.
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Affiliation(s)
- N J Kooyers
- Department of Biology, Washington University
in St Louis, St Louis, MO, USA
| | - K M Olsen
- Department of Biology, Washington University
in St Louis, St Louis, MO, USA
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37
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Fischer MC, Rellstab C, Tedder A, Zoller S, Gugerli F, Shimizu KK, Holderegger R, Widmer A. Population genomic footprints of selection and associations with climate in natural populations of Arabidopsis halleri from the Alps. Mol Ecol 2013; 22:5594-607. [PMID: 24102711 PMCID: PMC4274019 DOI: 10.1111/mec.12521] [Citation(s) in RCA: 82] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2012] [Revised: 09/02/2013] [Accepted: 09/09/2013] [Indexed: 12/27/2022]
Abstract
Natural genetic variation is essential for the adaptation of organisms to their local environment and to changing environmental conditions. Here, we examine genomewide patterns of nucleotide variation in natural populations of the outcrossing herb Arabidopsis halleri and associations with climatic variation among populations in the Alps. Using a pooled population sequencing (Pool-Seq) approach, we discovered more than two million SNPs in five natural populations and identified highly differentiated genomic regions and SNPs using FST -based analyses. We tested only the most strongly differentiated SNPs for associations with a nonredundant set of environmental factors using partial Mantel tests to identify topo-climatic factors that may underlie the observed footprints of selection. Possible functions of genes showing signatures of selection were identified by Gene Ontology analysis. We found 175 genes to be highly associated with one or more of the five tested topo-climatic factors. Of these, 23.4% had unknown functions. Genetic variation in four candidate genes was strongly associated with site water balance and solar radiation, and functional annotations were congruent with these environmental factors. Our results provide a genomewide perspective on the distribution of adaptive genetic variation in natural plant populations from a highly diverse and heterogeneous alpine environment.
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Affiliation(s)
- Martin C Fischer
- ETH Zürich, Institute of Integrative BiologyUniversitätstrasse 16, 8092, Zürich, Switzerland
| | - Christian Rellstab
- WSL Swiss Federal Research InstituteZürcherstrasse 111, 8903, Birmensdorf, Switzerland
| | - Andrew Tedder
- Institute of Evolutionary Biology and Environmental Studies and Institute of Plant Biology, University of ZurichWinterthurerstrasse 190, 8057 Zürich, Switzerland
| | - Stefan Zoller
- ETH Zürich, Genetic Diversity CentreUniversitätstrasse 16, 8092, Zürich, Switzerland
| | - Felix Gugerli
- WSL Swiss Federal Research InstituteZürcherstrasse 111, 8903, Birmensdorf, Switzerland
| | - Kentaro K Shimizu
- Institute of Evolutionary Biology and Environmental Studies and Institute of Plant Biology, University of ZurichWinterthurerstrasse 190, 8057 Zürich, Switzerland
| | - Rolf Holderegger
- ETH Zürich, Institute of Integrative BiologyUniversitätstrasse 16, 8092, Zürich, Switzerland
- WSL Swiss Federal Research InstituteZürcherstrasse 111, 8903, Birmensdorf, Switzerland
| | - Alex Widmer
- ETH Zürich, Institute of Integrative BiologyUniversitätstrasse 16, 8092, Zürich, Switzerland
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38
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Brachi B, Villoutreix R, Faure N, Hautekèete N, Piquot Y, Pauwels M, Roby D, Cuguen J, Bergelson J, Roux F. Investigation of the geographical scale of adaptive phenological variation and its underlying genetics in Arabidopsis thaliana. Mol Ecol 2013; 22:4222-4240. [DOI: 10.1111/mec.12396] [Citation(s) in RCA: 87] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2012] [Revised: 05/21/2013] [Accepted: 05/23/2013] [Indexed: 02/02/2023]
Affiliation(s)
- Benjamin Brachi
- Laboratoire Génétique et Evolution des Populations Végétales; UMR CNRS 8198; Université des Sciences et Technologies de Lille - Lille 1; F-59655 Villeneuve d'Ascq Cedex France
- Department of Ecology and Evolution; University of Chicago; Chicago IL 60637 USA
| | - Romain Villoutreix
- Laboratoire Génétique et Evolution des Populations Végétales; UMR CNRS 8198; Université des Sciences et Technologies de Lille - Lille 1; F-59655 Villeneuve d'Ascq Cedex France
| | - Nathalie Faure
- Laboratoire Génétique et Evolution des Populations Végétales; UMR CNRS 8198; Université des Sciences et Technologies de Lille - Lille 1; F-59655 Villeneuve d'Ascq Cedex France
| | - Nina Hautekèete
- Laboratoire Génétique et Evolution des Populations Végétales; UMR CNRS 8198; Université des Sciences et Technologies de Lille - Lille 1; F-59655 Villeneuve d'Ascq Cedex France
| | - Yves Piquot
- Laboratoire Génétique et Evolution des Populations Végétales; UMR CNRS 8198; Université des Sciences et Technologies de Lille - Lille 1; F-59655 Villeneuve d'Ascq Cedex France
| | - Maxime Pauwels
- Laboratoire Génétique et Evolution des Populations Végétales; UMR CNRS 8198; Université des Sciences et Technologies de Lille - Lille 1; F-59655 Villeneuve d'Ascq Cedex France
| | - Dominique Roby
- INRA; Laboratoire des Interactions Plantes-Microorganismes (LIPM); UMR441; F-31326 Castanet-Tolosan France
- CNRS; Laboratoire des Interactions Plantes-Microorganismes (LIPM); UMR2594; F-31326 Castanet-Tolosan France
| | - Joël Cuguen
- Laboratoire Génétique et Evolution des Populations Végétales; UMR CNRS 8198; Université des Sciences et Technologies de Lille - Lille 1; F-59655 Villeneuve d'Ascq Cedex France
| | - Joy Bergelson
- Department of Ecology and Evolution; University of Chicago; Chicago IL 60637 USA
| | - Fabrice Roux
- Laboratoire Génétique et Evolution des Populations Végétales; UMR CNRS 8198; Université des Sciences et Technologies de Lille - Lille 1; F-59655 Villeneuve d'Ascq Cedex France
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39
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Zulliger D, Schnyder E, Gugerli F. Are adaptive loci transferable across genomes of related species? Outlier and environmental association analyses in Alpine Brassicaceae species. Mol Ecol 2013; 22:1626-39. [PMID: 23398479 DOI: 10.1111/mec.12199] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2012] [Revised: 11/22/2012] [Accepted: 11/22/2012] [Indexed: 11/27/2022]
Abstract
Local adaptation is one possible response of organisms to survive in a changing environment. However, the genetic basis of adaptation is not well understood, especially in nonmodel species. To infer recurrent patterns of local adaptation, we investigated whether the same putative adaptive loci reoccur in related species. We performed genome scans using amplified fragment length polymorphism (AFLP) markers on populations of five Alpine Brassicaceae species sampled across a wide range of environmental conditions. To identify markers potentially under directional selection, we performed outlier and environmental association analyses using a set of topo-climatic variables available as GIS layers. Several AFLP loci showed signatures of adaptation, of which one, found in Cardamine resedifolia (Cre_P1_212.5), was associated with precipitation. We sequence-characterized this candidate locus and genotyped single nucleotide polymorphisms (SNPs) found within this locus for all species. Testing for environmental associations of SNPs revealed the same association of this locus in Arabis alpina but not in other study species. Cumulative statistical evidence indicates that locus Cre_P1_212.5 is environmentally relevant or is linked to a gene under selection in our study range. Furthermore, the locus shows an association to the same potentially selective factor in at least one other related species. These findings help to identify trends in plant adaptation in Alpine ecosystems in response to particular environmental parameters.
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Affiliation(s)
- Deborah Zulliger
- WSL Swiss Federal Research Institute, Zürcherstrasse 111, CH-8903, Birmensdorf, Switzerland
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Abstract
Adaptive clines are striking examples of natural selection in action, yet few have been studied in depth. In this issue of Molecular Ecology, Kooyers & Olsen (2012) introduce modern analyses and thinking towards studies of a classical example of the rapid and repeated evolution of latitudinal and altitudinal clines in cyanogenesis in white clover, Trifolium repens L. Recognizing that adaptive clines represent trade-offs in the selective benefits of traits at different ends of a geographical transect, these researchers focus on whether evidence for selection can be found at regional (coarse) and local (fine) scales. After adjusting for population genetic patterns generated by demographic processes, Kooyers and Olsen provide evidence that the cyanogenesis cline is adaptive across a transect from Louisiana to Wisconsin, USA. Within local populations, divergent selection on coupling dominant and recessive alleles that underlie cyanogenesis is predicted to drive populations to gametic phase disequilibrium (LD), a pattern that has been found in several other studies reviewed by Kooyers and Olsen. The absence of LD within any sampled populations in this study leads the authors to suggest that selective patterns within these clines may be more complex than previously proposed, perhaps even following theoretical predictions of a geographic mosaic.
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Affiliation(s)
- Matthew S Olson
- Department of Biological Sciences, Texas Tech University, Lubbock, TX 79409, USA.
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Olsen KM, Kooyers NJ, Small LL. Recurrent gene deletions and the evolution of adaptive cyanogenesis polymorphisms in white clover (Trifolium repens L.). Mol Ecol 2012; 22:724-38. [PMID: 22694056 DOI: 10.1111/j.1365-294x.2012.05667.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Understanding the molecular evolution of genes that underlie intraspecific polymorphisms can provide insights into the process of adaptive evolution. For adaptive polymorphisms characterized by gene presence/absence (P/A) variation, underlying loci commonly show signatures of long-term balancing selection, with gene-presence and gene-absence alleles maintained as two divergent lineages. We examined the molecular evolution of two unlinked P/A polymorphisms that underlie a well-documented adaptive polymorphism for cyanogenesis (hydrogen cyanide release with tissue damage) in white clover. Both cyanogenic and acyanogenic plants occur in this species, and the ecological forces that maintain this chemical defence polymorphism have been studied for several decades. Using a sample of 65 plants, we investigated the molecular evolution of sequences flanking the two underlying cyanogenesis genes: Ac/ac (controlling the presence/absence of cyanogenic glucosides) and Li/li (controlling the presence/absence of their hydrolysing enzyme, linamarase). A combination of genome walking, PCR assays, DNA sequence analysis and Southern blotting was used to test whether these adaptive P/A polymorphisms show evidence of long-term balancing selection, or whether gene-absence alleles have evolved repeatedly through independent deletion events. For both loci, we detect no signatures of balancing selection in the closest flanking genomic sequences. Instead, we find evidence for variation in the size of the deletions characterizing gene-absence alleles. These observations strongly suggest that both of these polymorphisms have been evolving through recurrent gene deletions over time. We discuss the genetic mechanisms that could account for this surprising pattern and the implications of these findings for mechanisms of rapid adaptive evolution in white clover.
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Affiliation(s)
- Kenneth M Olsen
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130-4899, USA.
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