1
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Dorey T, Frachon L, Rieseberg LH, Kreiner JM, Schiestl FP. Biotic interactions promote local adaptation to soil in plants. Nat Commun 2024; 15:5186. [PMID: 38890322 PMCID: PMC11189560 DOI: 10.1038/s41467-024-49383-x] [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: 09/01/2023] [Accepted: 05/30/2024] [Indexed: 06/20/2024] Open
Abstract
Although different ecological factors shape adaptative evolution in natural habitats, we know little about how their interactions impact local adaptation. Here we used eight generations of experimental evolution with outcrossing Brassica rapa plants as a model system, in eight treatment groups that varied in soil type, herbivory (with/without aphids), and pollination mode (hand- or bumblebee-pollination), to study how biotic interactions affect local adaptation to soil. First, we show that several plant traits evolved in response to biotic interactions in a soil-specific way. Second, using a reciprocal transplant experiment, we demonstrate that significant local adaptation to soil-type evolved in the "number of open flowers", a trait used as a fitness proxy, but only in plants that evolved with herbivory and bee pollination. Whole genome re-sequencing of experimental lines revealed that biotic interactions caused a 10-fold increase in the number of SNPs across the genome with significant allele frequency change, and that alleles with opposite allele frequency change in different soil types (antagonistic pleiotropy) were most common in plants with an evolutionary history of herbivory and bee pollination. Our results demonstrate that the interaction with mutualists and antagonists can facilitate local adaptation to soil type through antagonistic pleiotropy.
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Affiliation(s)
- Thomas Dorey
- Department of Systematic and Evolutionary Botany, University of Zürich, Zürich, Switzerland
- Department of Environmental Sciences, University of Basel, Basel, Switzerland
| | - Léa Frachon
- Department of Systematic and Evolutionary Botany, University of Zürich, Zürich, Switzerland
- Agroécologie, INRAE, Institut Agro, Univ. Bourgogne, Univ. Bourgogne Franche-Comté, Dijon, France
| | - Loren H Rieseberg
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, Canada
| | - Julia M Kreiner
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, Canada
| | - Florian P Schiestl
- Department of Systematic and Evolutionary Botany, University of Zürich, Zürich, Switzerland.
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2
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Wang Y, Hu Q, Wang Y, Liu J, Du Z, Xu J, Li J. Selective effect of winter weather on a songbird's morphology depends on individual sex and winter condition. Oecologia 2024; 205:339-350. [PMID: 38829403 DOI: 10.1007/s00442-024-05577-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 05/29/2024] [Indexed: 06/05/2024]
Abstract
Knowledge of the effect of harsh weather on the phenotypic traits of organisms is essential for understanding the environmental influence on phenotype evolution and holds implications for predicting how species respond to current climate change. For many birds, harsh weather in winter often imposes a strong selective effect on their survival, and only the individuals with certain phenotypes may survive. However, whether the selective effect on phenotype varies with winter weather conditions has been poorly investigated. Here, we explored the selective effect of winter weather on black-throated tit's (Aegithalos concinnus) morphological traits under winters with and without severe snowstorms. We found that for males, the sizes of their bills, heads and wings significantly affected their overwinter survival, but the effects varied with winter conditions. In relatively benign winters, males with smaller bill depths, smaller bill surface areas, and greater head lengths survived better; whereas, in winters with severe snowstorms, a reverse pattern was found. This phenomenon was likely driven by selection pressures from heat retention and foraging requirements, with their relative importance depending on winter conditions. Additionally, wing length was positively correlated with male survival and the relationship was stronger in harsher winters, which was probably due to longer wings' higher flight efficiency in adverse weather. By contrast, we found no correlation between morphological traits and survival in females. These results suggest a sex-specific and condition-dependent selective effect of environment on bird phenotypes, implying complicated interactions between different selection pressures and phenotype evolution.
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Affiliation(s)
- Yue Wang
- School of Ecology and Nature Conservation, Beijing Forestry University, Beijing, China
| | - Qian Hu
- School of Ecology and Nature Conservation, Beijing Forestry University, Beijing, China
| | - Yu Wang
- School of Ecology and Nature Conservation, Beijing Forestry University, Beijing, China
| | - Jinfa Liu
- Administration Bureau of Dongzhai National Nature Reserve, Luoshan, Henan, China
| | - Zhiyong Du
- Administration Bureau of Dongzhai National Nature Reserve, Luoshan, Henan, China
| | - Jiliang Xu
- School of Ecology and Nature Conservation, Beijing Forestry University, Beijing, China
| | - Jianqiang Li
- School of Ecology and Nature Conservation, Beijing Forestry University, Beijing, China.
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3
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Meng QL, Qiang CG, Li JL, Geng MF, Ren NN, Cai Z, Wang MX, Jiao ZH, Zhang FM, Song XJ, Ge S. Genetic architecture of ecological divergence between Oryza rufipogon and Oryza nivara. Mol Ecol 2024; 33:e17268. [PMID: 38230514 DOI: 10.1111/mec.17268] [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: 09/21/2023] [Revised: 01/04/2024] [Accepted: 01/08/2024] [Indexed: 01/18/2024]
Abstract
Ecological divergence due to habitat difference plays a prominent role in the formation of new species, but the genetic architecture during ecological speciation and the mechanism underlying phenotypic divergence remain less understood. Two wild ancestors of rice (Oryza rufipogon and Oryza nivara) are a progenitor-derivative species pair with ecological divergence and provide a unique system for studying ecological adaptation/speciation. Here, we constructed a high-resolution linkage map and conducted a quantitative trait locus (QTL) analysis of 19 phenotypic traits using an F2 population generated from a cross between the two Oryza species. We identified 113 QTLs associated with interspecific divergence of 16 quantitative traits, with effect sizes ranging from 1.61% to 34.1% in terms of the percentage of variation explained (PVE). The distribution of effect sizes of QTLs followed a negative exponential, suggesting that a few genes of large effect and many genes of small effect were responsible for the phenotypic divergence. We observed 18 clusters of QTLs (QTL hotspots) on 11 chromosomes, significantly more than that expected by chance, demonstrating the importance of coinheritance of loci/genes in ecological adaptation/speciation. Analysis of effect direction and v-test statistics revealed that interspecific differentiation of most traits was driven by divergent natural selection, supporting the argument that ecological adaptation/speciation would proceed rapidly under coordinated selection on multiple traits. Our findings provide new insights into the understanding of genetic architecture of ecological adaptation and speciation in plants and help effective manipulation of specific genes or gene cluster in rice breeding.
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Affiliation(s)
- Qing-Lin Meng
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Cheng-Gen Qiang
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Ji-Long Li
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Mu-Fan Geng
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Ning-Ning Ren
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Zhe Cai
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Mei-Xia Wang
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Zi-Hui Jiao
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Fu-Min Zhang
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Xian-Jun Song
- Key Laboratory of Molecular Physiology, Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Song Ge
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
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4
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Lipińska MM, Olędrzyńska N, Dudek M, Naczk AM, Łuszczek D, Szabó P, Speckmaier M, Szlachetko DL. Characters evolution of Encyclia (Laeliinae-Orchidaceae) reveals a complex pattern not phylogenetically determined: insights from macro- and micromorphology. BMC PLANT BIOLOGY 2023; 23:661. [PMID: 38124025 PMCID: PMC10731901 DOI: 10.1186/s12870-023-04664-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 12/05/2023] [Indexed: 12/23/2023]
Abstract
Encyclia is the second-largest genus in the neotropical subtribe Laeliinae (Orchidaceae) and has more than 150 species, which are characterized by fairly consistent flower morphology. Its taxonomy and species boundaries, however, seem to be still under debate. In the present study, we first examined the lip micromorphology of 61 species of Encyclia sensu stricto. We correlated our results with external flower morphology and phylogenetic analyses performed on a combined dataset that included both nuclear (ITS, Xdh, PhyC) and plastid markers (ycf1, rpl32, and trnL-trnF). Phylogenetic reconstruction showed that Encyclia sensu stricto species form a coherent, monophyletic group. However, it is difficult to determine the relationships between the different groups within one larger clade. The groups all form distinct lineages that evolved from a common ancestor. The UPGMA cluster analysis for the seven qualitative micromorphological features clearly divides the genus into two main groups, the larger of which is further subdivided into two subgroups. None of these, however, overlap with any of the phylogeographic units distinguished in previously published papers or in presented article. It is worth noting that the groups resulting from the UPGMA analysis cannot be defined by macromorphological features. The pattern of similarities between species, taking into account both macro- and micromorphological features, is eminently mosaic in nature, and only a multifaceted approach can explain this enigmatic group.
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Affiliation(s)
- Monika M Lipińska
- Department of Plant Taxonomy and Nature Conservation, Faculty of Biology, University of Gdańsk, Wita Stwosza 59, Gdańsk, 80308, Poland
- Foundation Polish Orchid Association, Sopot, 81825, Poland
| | - Natalia Olędrzyńska
- Department of Evolutionary Genetics and Biosystematics, Faculty of Biology, University of Gdańsk, Wita Stwosza 59, Gdańsk, 80308, Poland
| | - Magdalena Dudek
- Department of Plant Taxonomy and Nature Conservation, Faculty of Biology, University of Gdańsk, Wita Stwosza 59, Gdańsk, 80308, Poland
| | - Aleksandra M Naczk
- Department of Evolutionary Genetics and Biosystematics, Faculty of Biology, University of Gdańsk, Wita Stwosza 59, Gdańsk, 80308, Poland.
| | - Dorota Łuszczek
- Laboratory of Electron Microscopy, Faculty of Biology, University of Gdańsk, Wita Stwosza 59, Gdańsk, 80308, Poland
| | - Peter Szabó
- Individual Researcher, Vasvár, 9800, Hungary
| | - Manfred Speckmaier
- Botanischer Garten, Universität Wien, Rennweg 14/2, Raum G-10, Vienna, 1030, Austria
| | - Dariusz L Szlachetko
- Department of Plant Taxonomy and Nature Conservation, Faculty of Biology, University of Gdańsk, Wita Stwosza 59, Gdańsk, 80308, Poland
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5
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Dorey T, Schiestl FP. Plant phenotypic plasticity changes pollinator-mediated selection. Evolution 2022; 76:2930-2944. [PMID: 36250479 DOI: 10.1111/evo.14634] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 08/19/2022] [Accepted: 09/03/2022] [Indexed: 01/22/2023]
Abstract
Many organisms change their phenotype in response to the environment, a phenomenon called phenotypic plasticity. Although plasticity can dramatically change the phenotype of an organism, we hardly understand how this can affect biotic interactions and the resulting phenotypic selection. Here, we use fast cycling Brassica rapa plants in an experiment in the greenhouse to study the link between plasticity and selection. We detected strong plasticity in morphology, nectar, and floral scent in response to different soil types and aphid herbivory. We found positive selection on nectar and morphological traits in hand- and bumblebee-pollinated plants. Bumblebee-mediated selection on a principal component representing plant height, flower number, and flowering time (mPC3) differed depending on soil type and herbivory. For plants growing in richer soil, selection was stronger in the absence of herbivores, whereas for plants growing in poorer soil selection was stronger with herbivory. We showed that bumblebees visited tall plants with many flowers overproportionally in plants in poor soil with herbivory (i.e., when tall plants were rare), thus causing stronger positive selection on this trait combination. We suggest that with strong plasticity under most stressful conditions, pollinator-mediated selection may promote adaptation to local environmental factors given sufficient heritability of the traits under selection.
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Affiliation(s)
- Thomas Dorey
- Department of Systematic and Evolutionary Botany, University of Zürich, Zürich, CH-8008, Switzerland
| | - Florian P Schiestl
- Department of Systematic and Evolutionary Botany, University of Zürich, Zürich, CH-8008, Switzerland
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6
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Razzaque S, Juenger TE. The ecology and quantitative genetics of seed and seedling traits in upland and lowland ecotypes of a perennial grass. Evol Lett 2022; 6:460-473. [PMID: 36579162 PMCID: PMC9783394 DOI: 10.1002/evl3.297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 09/19/2022] [Accepted: 09/29/2022] [Indexed: 11/23/2022] Open
Abstract
Plants have evolved diverse reproductive allocation strategies and seed traits to aid in dispersal, persistence in the seed bank, and establishment. In particular, seed size, dormancy, and early seedling vigor are thought to be key functional traits with important recruitment and fitness consequences across abiotic stress gradients. Selection for favored seed-trait combinations, or against maladaptive combinations, is likely an important driver shaping recruitment strategies. Here, we test for seed-trait plasticity and patterns of recruitment using two genotypes representative of contrasting upland and lowland ecotypes of Panicum hallii with field experiments in native versus foreign habitats. Furthermore, we test whether seed traits have been under directional selection in P. hallii using the v-test based on trait variance in a genetic cross. Finally, we evaluate the genetic architecture of ecotypic divergence for these traits with quantitative trait locus (QTL) mapping. Field experiments reveal little plasticity but support a hypothesis of adaptation divergence among ecotypes based on recruitment. Patterns of segregation within recombinant hybrids provides strong support for directional selection driving ecotypic divergence in seed traits. Genetic mapping revealed a polygenic architecture with evidence of genetic correlation between seed mass, dormancy, and seedling vigor. Our results suggest that the evolution of these traits may involve constraints that affect the direction of adaptive divergence. For example, seed size and germination percentage shared two colocalized QTL with antagonistic additive effects. This supports the hypothesis of a functional genetic relationship between these traits, resulting in either large seed/strong dormancy or small seed/weak dormancy trait combinations. Overall, our study provides insights into the factors facilitating and potentially constraining ecotypic differentiation in seed traits.
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Affiliation(s)
- Samsad Razzaque
- Department of Integrative BiologyUniversity of Texas at AustinAustinTexas78712,Current Address: Plant Molecular and Cellular Biology LaboratorySalk Institute for Biological StudiesLa JollaCalifornia92037
| | - Thomas E. Juenger
- Department of Integrative BiologyUniversity of Texas at AustinAustinTexas78712
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7
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Cooper BJ, Moore MJ, Douglas NA, Wagner WL, Johnson MG, Overson RP, Kinosian SP, McDonnell AJ, Levin RA, Raguso RA, Flores Olvera H, Ochoterena H, Fant JB, Skogen KA, Wickett NJ. Target enrichment and extensive population sampling help untangle the recent, rapid radiation of Oenothera sect. Calylophus. Syst Biol 2022:6588089. [PMID: 35583314 DOI: 10.1093/sysbio/syac032] [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: 03/16/2021] [Revised: 04/14/2022] [Accepted: 04/22/2022] [Indexed: 11/14/2022] Open
Abstract
Oenothera sect. Calylophus is a North American group of 13 recognized taxa in the evening primrose family (Onagraceae) with an evolutionary history that may include independent origins of bee pollination, edaphic endemism, and permanent translocation heterozygosity. Like other groups that radiated relatively recently and rapidly, taxon boundaries within Oenothera sect. Calylophus have remained challenging to circumscribe. In this study, we used target enrichment, flanking non-coding regions, gene tree/species tree methods, tests for gene flow modified for target-enrichment data, and morphometric analysis to reconstruct phylogenetic hypotheses, evaluate current taxon circumscriptions, and examine character evolution in Oenothera sect. Calylophus. Because sect. Calylophus comprises a clade with a relatively restricted geographic range, we were able to extensively sample across the range of geographic, edaphic and morphological diversity in the group. We found that the combination of exons and flanking non-coding regions led to improved support for species relationships. We reconstructed potential hybrid origins of some accessions and note that if processes such as hybridization are not taken into account, the number of inferred evolutionary transitions may be artificially inflated. We recovered strong evidence for multiple evolutionary origins of bee pollination from ancestral hawkmoth pollination, edaphic specialization on gypsum, and permanent translocation heterozygosity. This study applies newly emerging techniques alongside dense infraspecific sampling and morphological analyses to effectively reconstruct the recalcitrant history of a rapid radiation.
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Affiliation(s)
- Benjamin J Cooper
- The Negaunee Institute for Plant Conservation Science and Action, Chicago Botanic Garden, 1000 Lake Cook Rd., Glencoe, IL 60022, USA.,Northwestern University,Program in Plant Biology and Conservation,O.T. Hogan Hall, Room, 6-140B, 2205 Tech Drive, Evanston, IL 60208, USA
| | - Michael J Moore
- Oberlin College, Department of Biology, 119 Woodland St., Oberlin, OH 44074, USA
| | - Norman A Douglas
- Department of Biology, University of Florida, Gainesville, FL 32611, USA
| | - Warren L Wagner
- Department of Botany, MRC-166, Smithsonian Institution, PO Box 37012, Washington, DC 20013-7012, USA
| | - Matthew G Johnson
- The Negaunee Institute for Plant Conservation Science and Action, Chicago Botanic Garden, 1000 Lake Cook Rd., Glencoe, IL 60022, USA.,Department of Biological Sciences, Texas Tech University, Box 43131 Lubbock, TX 79409, USA
| | - Rick P Overson
- The Negaunee Institute for Plant Conservation Science and Action, Chicago Botanic Garden, 1000 Lake Cook Rd., Glencoe, IL 60022, USA.,School of Sustainability, Arizona State University, PO Box 875502, Tempe, AZ 85287-5502, USA
| | - Sylvia P Kinosian
- The Negaunee Institute for Plant Conservation Science and Action, Chicago Botanic Garden, 1000 Lake Cook Rd., Glencoe, IL 60022, USA
| | - Angela J McDonnell
- The Negaunee Institute for Plant Conservation Science and Action, Chicago Botanic Garden, 1000 Lake Cook Rd., Glencoe, IL 60022, USA
| | - Rachel A Levin
- Department of Biology, Amherst College, 25 East Drive, Amherst, MA, 01002, USA
| | - Robert A Raguso
- Department of Neurobiology and Behavior, Cornell University, 215 Tower Road, Ithaca, NY 14853, USA
| | - Hilda Flores Olvera
- Departamento de Botánica, Instituto de Biología, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Helga Ochoterena
- Departamento de Botánica, Instituto de Biología, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Jeremie B Fant
- The Negaunee Institute for Plant Conservation Science and Action, Chicago Botanic Garden, 1000 Lake Cook Rd., Glencoe, IL 60022, USA.,Northwestern University,Program in Plant Biology and Conservation,O.T. Hogan Hall, Room, 6-140B, 2205 Tech Drive, Evanston, IL 60208, USA
| | - Krissa A Skogen
- The Negaunee Institute for Plant Conservation Science and Action, Chicago Botanic Garden, 1000 Lake Cook Rd., Glencoe, IL 60022, USA.,Northwestern University,Program in Plant Biology and Conservation,O.T. Hogan Hall, Room, 6-140B, 2205 Tech Drive, Evanston, IL 60208, USA
| | - Norman J Wickett
- The Negaunee Institute for Plant Conservation Science and Action, Chicago Botanic Garden, 1000 Lake Cook Rd., Glencoe, IL 60022, USA.,Northwestern University,Program in Plant Biology and Conservation,O.T. Hogan Hall, Room, 6-140B, 2205 Tech Drive, Evanston, IL 60208, USA
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8
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Kay KM, Surget-Groba Y. The genetic basis of floral mechanical isolation between two hummingbird-pollinated Neotropical understorey herbs. Mol Ecol 2021; 31:4351-4363. [PMID: 34487383 DOI: 10.1111/mec.16165] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 07/29/2021] [Accepted: 08/31/2021] [Indexed: 12/29/2022]
Abstract
Floral divergence can contribute to reproductive isolation among plant lineages, and thus provides an opportunity to study the genetics of speciation, including the number, effect size, mode of action and interactions of quantitative trait loci (QTL). Moreover, flowers represent suites of functionally interrelated traits, but it is unclear to what extent the phenotypic integration of the flower is underlain by a shared genetic architecture, which could facilitate or constrain correlated evolution of floral traits. Here, we examine the genetic architecture of floral morphological traits involved in an evolutionary switch from bill to forehead pollen placement between two species of hummingbird-pollinated Neotropical understorey herbs that are reproductively isolated by these floral differences. For the majority of traits, we find multiple QTL of relatively small effect spread throughout the genome. We also find substantial colocalization and alignment of effects of QTL underlying different floral traits that function together to promote outcrossing and reduce heterospecific pollen transfer. Our results are consistent with adaptive pleiotropy or linkage of many co-adapted genes, either of which could have facilitated a response to correlated selection and helped to stabilize divergent phenotypes in the face of low levels of hybridization. Moreover, our results indicate that floral mechanical isolation can be consistent with an infinitesimal model of adaptation.
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Affiliation(s)
- Kathleen M Kay
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Yann Surget-Groba
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, Santa Cruz, CA, USA.,Département de Biologie, Université du Québec en Outaouais, Ripon, QC, Canada
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9
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Wen J, Ueno T. Predator cue-induced plasticity of morphology and behavior in planthoppers facilitate the survival from predation. Sci Rep 2021; 11:16760. [PMID: 34408199 PMCID: PMC8373946 DOI: 10.1038/s41598-021-96005-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 08/02/2021] [Indexed: 02/07/2023] Open
Abstract
Predators can induce phenotypic plasticity in prey through selection driven by predation risk. However, defense plasticity is rarely reported in insects, let alone trans-generational plasticity, meaning the mechanisms underlying plasticity, how it impacts ecosystem evolution and how it might be exploited in pest control are poorly understood. Here we examine the morphological plasticity of small brown planthoppers (SBPHs), Laodelphax striatellus, elicited by caged predators, Paederus fuscipes in the parent or F1 generation and reveal the risk cues mediating these effects. We also uncover the survival outcomes in SBPHs with predator-induced defensive morphological traits by examining their survival probability and behavioral plasticity. Results showed that caged predators or predator odor cue gave rise to a higher proportion of long-winged, female SBPHs in the parent and F1 generations, but the proportion of males and their wing length were unaffected. The visual cue from predators elicited weaker effects. Surprisingly, we discovered these long-winged forms suffered a lower predation rate when attacked by P. fuscipes, owing to an enhanced agility level. Our results suggest the within- and trans-generational plasticity of induced defenses may cause profound effects on SBPH population dynamics and prey-predator interaction. Understanding this interaction and its underlying mechanisms illuminates important aspects of ecosystem evolution and helps predict pest dispersal or migration, which in turn may be exploited for pest control.
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Affiliation(s)
- Jian Wen
- Institute of Biological Control, Faculty of Agriculture, Kyushu University, Fukuoka, 819- 0395, Japan.
| | - Takatoshi Ueno
- Institute of Biological Control, Faculty of Agriculture, Kyushu University, Fukuoka, 819- 0395, Japan
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10
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Sapir Y, Gallagher MK, Senden E. What Maintains Flower Colour Variation within Populations? Trends Ecol Evol 2021; 36:507-519. [PMID: 33663870 DOI: 10.1016/j.tree.2021.01.011] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Revised: 01/24/2021] [Accepted: 01/26/2021] [Indexed: 02/06/2023]
Abstract
Natural selection acts on phenotypic trait variation. Understanding the mechanisms that create and maintain trait variation is fundamental to understanding the breadth of diversity seen on Earth. Flower colour is among the most conspicuous and highly diverse traits in nature. Most flowering plant populations have uniform floral colours, but a minority exhibit within-population colour variation, either discrete (polymorphic) or continuous. Colour variation is commonly maintained by balancing selection through multiple pollinators, opposing selection regimes, or fluctuating selection. Variation can also be maintained by heterozygote advantage or frequency-dependent selection. Neutral processes, or a lack of selection, may maintain variation, although this remains largely untested. We suggest several prospective research directions that may provide insight into the evolutionary drivers of trait variation.
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Affiliation(s)
- Yuval Sapir
- The Botanical Garden, School of Plant Sciences and Food Security, Tel Aviv University, Ramat Aviv, Tel Aviv 69978, Israel.
| | - M Kate Gallagher
- The Botanical Garden, School of Plant Sciences and Food Security, Tel Aviv University, Ramat Aviv, Tel Aviv 69978, Israel
| | - Esther Senden
- The Botanical Garden, School of Plant Sciences and Food Security, Tel Aviv University, Ramat Aviv, Tel Aviv 69978, Israel
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11
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Estrada-Reyes ZM, Rae DO, Mateescu RG. Genome-wide scan reveals important additive and non-additive genetic effects associated with resistance to Haemonchus contortus in Florida Native sheep. Int J Parasitol 2021; 51:535-543. [PMID: 33549580 DOI: 10.1016/j.ijpara.2020.11.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 11/05/2020] [Accepted: 11/08/2020] [Indexed: 01/07/2023]
Abstract
Florida Native sheep is among the sheep breeds best adapted to humid and hot climatic conditions such as those of Florida, USA, and have shown a superior ability to regulate nematode burdens. This is one of the oldest sheep breeds in North America and is an endangered species. To ensure genetic diversity and long-term survival of the breed, protection of the current genetic stock is critical and conservation efforts are required to promote its breeding and production. The objective of the present study was to investigate the importance of additive and non-additive genetic effects on resistance to natural Haemonchus contortus infections in Florida Native sheep using a whole genome scan. A total of 200 sheep were evaluated in the present study. Phenotypic records included faecal egg count (FEC, eggs/gram), FAMACHA® score, packed cell volume (PCV, %), body condition score and average daily gain (ADG, kg). Sheep were genotyped using the GGP Ovine 50K SNP chip and 45.2 k single nucleotide polymorphism (SNP) markers spanning the entire genome were available for quality control procedures. Mixed models were used to analyse the response variables and included the identity by state matrix to control for population structure. Bonferroni correction was used to control for multiple testing and a second arbitrary threshold (0.1 × 10-3) was used. Fifteen SNPs with additive and non-additive genetic effects and located in Ovis aries chromosome OAR1, 2, 3, 6, 8, 10, 11, 12, 13 and 21 were associated with FEC, FAMACHA® score, PCV and ADG. These SNPs could be potential genetic markers for resistance to natural H. contortus exposure in Florida Native sheep.
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Affiliation(s)
- Zaira M Estrada-Reyes
- College of Agriculture, Family Sciences, and Technology, Fort Valley State University, Fort Valley, GA 31030, USA; Department of Animal Sciences, University of Florida, Gainesville, FL, USA.
| | - D Owen Rae
- Department of Large Animal Clinical Sciences, College of Veterinary Medicine, University of Florida, Gainesville, FL, USA
| | - Raluca G Mateescu
- Department of Animal Sciences, University of Florida, Gainesville, FL, USA
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12
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DiVittorio CT, Singhal S, Roddy AB, Zapata F, Ackerly DD, Baldwin BG, Brodersen CR, Búrquez A, Fine PVA, Padilla Flores M, Solis E, Morales-Villavicencio J, Morales-Arce D, Kyhos DW. Natural selection maintains species despite frequent hybridization in the desert shrub Encelia. Proc Natl Acad Sci U S A 2020; 117:33373-33383. [PMID: 33318178 PMCID: PMC7776959 DOI: 10.1073/pnas.2001337117] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 11/03/2020] [Indexed: 01/01/2023] Open
Abstract
Natural selection is an important driver of genetic and phenotypic differentiation between species. For species in which potential gene flow is high but realized gene flow is low, adaptation via natural selection may be a particularly important force maintaining species. For a recent radiation of New World desert shrubs (Encelia: Asteraceae), we use fine-scale geographic sampling and population genomics to determine patterns of gene flow across two hybrid zones formed between two independent pairs of species with parapatric distributions. After finding evidence for extremely strong selection at both hybrid zones, we use a combination of field experiments, high-resolution imaging, and physiological measurements to determine the ecological basis for selection at one of the hybrid zones. Our results identify multiple ecological mechanisms of selection (drought, salinity, herbivory, and burial) that together are sufficient to maintain species boundaries despite high rates of hybridization. Given that multiple pairs of Encelia species hybridize at ecologically divergent parapatric boundaries, such mechanisms may maintain species boundaries throughout Encelia.
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Affiliation(s)
- Christopher T DiVittorio
- Department of Integrative Biology, University of California, Berkeley, CA 94720;
- TruBreed Technologies, Oakland, CA 94609
| | - Sonal Singhal
- Department of Biology, California State University - Dominguez Hills, Carson, CA 90747;
| | - Adam B Roddy
- School of the Environment, Yale University, New Haven, CT 06511
- Institute of Environment, Department of Biological Sciences, Florida International University, Miami, FL 33199
| | - Felipe Zapata
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095
| | - David D Ackerly
- Department of Integrative Biology, University of California, Berkeley, CA 94720
- Jepson Herbarium, University of California, Berkeley, CA 94720
- Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720
| | - Bruce G Baldwin
- Department of Integrative Biology, University of California, Berkeley, CA 94720
- Jepson Herbarium, University of California, Berkeley, CA 94720
| | | | - Alberto Búrquez
- Instituto de Ecología, Universidad Autónoma de México, Sonora, 83000 Hermosillo, México
| | - Paul V A Fine
- Department of Integrative Biology, University of California, Berkeley, CA 94720
| | - Mayra Padilla Flores
- Department of Biology, California State University - Dominguez Hills, Carson, CA 90747
| | - Elizabeth Solis
- Department of Biology, California State University - Dominguez Hills, Carson, CA 90747
| | | | - David Morales-Arce
- Benito Juárez s/n, Colonia Barrio La Punta, Bahia Asunción, 23960 Baja California Sur, México
| | - Donald W Kyhos
- Department of Plant Biology, University of California, Davis, CA 95616
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13
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Segregation distortion: high genetic load suggested by a Chinese shrimp family under high-intensity selection. Sci Rep 2020; 10:21820. [PMID: 33311524 PMCID: PMC7732831 DOI: 10.1038/s41598-020-78389-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 11/17/2020] [Indexed: 11/09/2022] Open
Abstract
Segregation distortion is a common phenomenon found in most genetic mapping studies and is an important resource to dissect the mechanism of action in gene loci that cause deviation. Marine animals possess high genetic diversity and genomic heterozygosity, they therefore are ideal model organisms to study segregation distortion induced by selection. In the present study, we constructed a full-sib family of Fenneropenaeus chinensis and exerted high-intensity selection on 10,000 incipient progenies. 2b-RAD method was employed in remaining 273 individuals to develop genome-wide SNPs for segregating analysis and 41,612 SNPs were developed. 50.77% of 32,229 high-quality representative markers deviated from the expected Mendelian ratio. Results showed that most of these distorted markers (91.57%) were influenced at zygotic level. Heterozygote excess (53.07%) and homozygous deletions (41.96%) may both play an important role, sum of which explained 95.03% of distortion after fertilization. However, further results identified highly probable linkage among deleterious alleles, which may account for a considerable portion of heterozygote excess rather than single locus with heterozygote advantage. Results of this study support a major role of deleterious alleles in genetic load, thus in favor of partial dominance hypothesis. It would also offer necessary recommendations for the formulation of breeding strategy in shrimps.
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14
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Blanco-Pastor JL, Barre P, Keep T, Ledauphin T, Escobar-Gutiérrez A, Roschanski AM, Willner E, Dehmer KJ, Hegarty M, Muylle H, Veeckman E, Vandepoele K, Ruttink T, Roldán-Ruiz I, Manel S, Sampoux JP. Canonical correlations reveal adaptive loci and phenotypic responses to climate in perennial ryegrass. Mol Ecol Resour 2020; 21:849-870. [PMID: 33098268 DOI: 10.1111/1755-0998.13289] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 09/10/2020] [Accepted: 10/12/2020] [Indexed: 11/28/2022]
Abstract
Germplasm from perennial ryegrass (Lolium perenne L.) natural populations is useful for breeding because of its adaptation to a wide range of climates. Climate-adaptive genes can be detected from associations between genotype, phenotype and climate but an integrated framework for the analysis of these three sources of information is lacking. We used two approaches to identify adaptive loci in perennial ryegrass and their effect on phenotypic traits. First, we combined Genome-Environment Association (GEA) and GWAS analyses. Then, we implemented a new test based on a Canonical Correlation Analysis (CANCOR) to detect adaptive loci. Furthermore, we improved the previous perennial ryegrass gene set by de novo gene prediction and functional annotation of 39,967 genes. GEA-GWAS revealed eight outlier loci associated with both environmental variables and phenotypic traits. CANCOR retrieved 633 outlier loci associated with two climatic gradients, characterized by cold-dry winter versus mild-wet winter and long rainy season versus long summer, and pointed out traits putatively conferring adaptation at the extremes of these gradients. Our CANCOR test also revealed the presence of both polygenic and oligogenic climatic adaptations. Our gene annotation revealed that 374 of the CANCOR outlier loci were positioned within or close to a gene. Co-association networks of outlier loci revealed a potential utility of CANCOR for investigating the interaction of genes involved in polygenic adaptations. The CANCOR test provides an integrated framework to analyse adaptive genomic diversity and phenotypic responses to environmental selection pressures that could be used to facilitate the adaptation of plant species to climate change.
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Affiliation(s)
| | - Philippe Barre
- INRAE, Centre Nouvelle-Aquitaine-Poitiers, Lusignan, France
| | - Thomas Keep
- INRAE, Centre Nouvelle-Aquitaine-Poitiers, Lusignan, France
| | | | | | - Anna Maria Roschanski
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Malchow/Poel, Germany
| | - Evelyn Willner
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Malchow/Poel, Germany
| | - Klaus J Dehmer
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Malchow/Poel, Germany
| | - Matthew Hegarty
- Institute of Biological, Environmental and Rural Sciences (IBERS), Aberystwyth University, Aberystwyth, UK
| | - Hilde Muylle
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO) - Plant Sciences Unit, Melle, Belgium
| | - Elisabeth Veeckman
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO) - Plant Sciences Unit, Melle, Belgium.,Bioinformatics Institute Ghent, Ghent University, Ghent, Belgium.,Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
| | - Klaas Vandepoele
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO) - Plant Sciences Unit, Melle, Belgium.,Bioinformatics Institute Ghent, Ghent University, Ghent, Belgium.,Center for Plant Systems Biology, VIB, Ghent, Belgium
| | - Tom Ruttink
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO) - Plant Sciences Unit, Melle, Belgium
| | - Isabel Roldán-Ruiz
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO) - Plant Sciences Unit, Melle, Belgium.,Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
| | - Stéphanie Manel
- CEFE, University of Montpellier, CNRS, EPHE-PSL University, IRD, Univ Paul Valéry Montpellier, Montpellier, France
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15
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Cai F, Gao R, Zhao Z, Ding M, Jiang S, Yagtu C, Zhu H, Zhang J, Ebner T, Mayrhofer-Reinhartshuber M, Kainz P, Chenthamara K, Akcapinar GB, Shen Q, Druzhinina IS. Evolutionary compromises in fungal fitness: hydrophobins can hinder the adverse dispersal of conidiospores and challenge their survival. THE ISME JOURNAL 2020; 14:2610-2624. [PMID: 32632264 PMCID: PMC7490268 DOI: 10.1038/s41396-020-0709-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 06/17/2020] [Accepted: 06/25/2020] [Indexed: 12/13/2022]
Abstract
Fungal evolutionary biology is impeded by the scarcity of fossils, irregular life cycles, immortality, and frequent asexual reproduction. Simple and diminutive bodies of fungi develop inside a substrate and have exceptional metabolic and ecological plasticity, which hinders species delimitation. However, the unique fungal traits can shed light on evolutionary forces that shape the environmental adaptations of these taxa. Higher filamentous fungi that disperse through aerial spores produce amphiphilic and highly surface-active proteins called hydrophobins (HFBs), which coat spores and mediate environmental interactions. We exploited a library of HFB-deficient mutants for two cryptic species of mycoparasitic and saprotrophic fungi from the genus Trichoderma (Hypocreales) and estimated fungal development, reproductive potential, and stress resistance. HFB4 and HFB10 were found to be relevant for Trichoderma fitness because they could impact the spore-mediated dispersal processes and control other fitness traits. An analysis in silico revealed purifying selection for all cases except for HFB4 from T. harzianum, which evolved under strong positive selection pressure. Interestingly, the deletion of the hfb4 gene in T. harzianum considerably increased its fitness-related traits. Conversely, the deletion of hfb4 in T. guizhouense led to the characteristic phenotypes associated with relatively low fitness. The net contribution of the hfb4 gene to fitness was found to result from evolutionary tradeoffs between individual traits. Our analysis of HFB-dependent fitness traits has provided an evolutionary snapshot of the selective pressures and speciation process in closely related fungal species.
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Affiliation(s)
- Feng Cai
- The Key Laboratory of Plant Immunity, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Nanjing Agricultural University, 210095, Nanjing, China
- Fungal Genomics Laboratory (FungiG), Nanjing Agricultural University, 210095, Nanjing, China
- Institute of Chemical, Environmental and Bioscience Engineering (ICEBE), TU Wien, A1060, Vienna, Austria
| | - Renwei Gao
- Fungal Genomics Laboratory (FungiG), Nanjing Agricultural University, 210095, Nanjing, China
| | - Zheng Zhao
- Fungal Genomics Laboratory (FungiG), Nanjing Agricultural University, 210095, Nanjing, China
| | - Mingyue Ding
- Fungal Genomics Laboratory (FungiG), Nanjing Agricultural University, 210095, Nanjing, China
| | - Siqi Jiang
- Fungal Genomics Laboratory (FungiG), Nanjing Agricultural University, 210095, Nanjing, China
| | - Civan Yagtu
- Institute of Chemical, Environmental and Bioscience Engineering (ICEBE), TU Wien, A1060, Vienna, Austria
| | - Hong Zhu
- Fungal Genomics Laboratory (FungiG), Nanjing Agricultural University, 210095, Nanjing, China
| | - Jian Zhang
- The Key Laboratory of Plant Immunity, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Nanjing Agricultural University, 210095, Nanjing, China
- Fungal Genomics Laboratory (FungiG), Nanjing Agricultural University, 210095, Nanjing, China
| | | | | | | | - Komal Chenthamara
- Institute of Chemical, Environmental and Bioscience Engineering (ICEBE), TU Wien, A1060, Vienna, Austria
| | - Günseli Bayram Akcapinar
- Institute of Chemical, Environmental and Bioscience Engineering (ICEBE), TU Wien, A1060, Vienna, Austria
- Department of Medical Biotechnology, Institute of Health Sciences, Acibadem Mehmet Ali Aydinlar University, Istanbul, Turkey
| | - Qirong Shen
- The Key Laboratory of Plant Immunity, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Nanjing Agricultural University, 210095, Nanjing, China.
| | - Irina S Druzhinina
- The Key Laboratory of Plant Immunity, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Nanjing Agricultural University, 210095, Nanjing, China.
- Fungal Genomics Laboratory (FungiG), Nanjing Agricultural University, 210095, Nanjing, China.
- Institute of Chemical, Environmental and Bioscience Engineering (ICEBE), TU Wien, A1060, Vienna, Austria.
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16
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Abstract
Distinguishing which traits have evolved under natural selection, as opposed to neutral evolution, is a major goal of evolutionary biology. Several tests have been proposed to accomplish this, but these either rely on false assumptions or suffer from low power. Here, I introduce an approach to detecting selection that makes minimal assumptions and only requires phenotypic data from ∼10 individuals. The test compares the phenotypic difference between two populations to what would be expected by chance under neutral evolution, which can be estimated from the phenotypic distribution of an F2 cross between those populations. Simulations show that the test is robust to variation in the number of loci affecting the trait, the distribution of locus effect sizes, heritability, dominance, and epistasis. Comparing its performance to the QTL sign test-an existing test of selection that requires both genotype and phenotype data-the new test achieves comparable power with 50- to 100-fold fewer individuals (and no genotype data). Applying the test to empirical data spanning over a century shows strong directional selection in many crops, as well as on naturally selected traits such as head shape in Hawaiian Drosophila and skin color in humans. Applied to gene expression data, the test reveals that the strength of stabilizing selection acting on mRNA levels in a species is strongly associated with that species' effective population size. In sum, this test is applicable to phenotypic data from almost any genetic cross, allowing selection to be detected more easily and powerfully than previously possible.
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Affiliation(s)
- Hunter B Fraser
- Department of Biology, Stanford University, Stanford, CA 94305
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17
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High-Throughput Genome-Wide Genotyping To Optimize the Use of Natural Genetic Resources in the Grassland Species Perennial Ryegrass ( Lolium perenne L.). G3-GENES GENOMES GENETICS 2020; 10:3347-3364. [PMID: 32727925 PMCID: PMC7466994 DOI: 10.1534/g3.120.401491] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
The natural genetic diversity of agricultural species is an essential genetic resource for breeding programs aiming to improve their ecosystem and production services. A large natural ecotype diversity is usually available for most grassland species. This could be used to recombine natural climatic adaptations and agronomic value to create improved populations of grassland species adapted to future regional climates. However describing natural genetic resources can be long and costly. Molecular markers may provide useful information to help this task. This opportunity was investigated for Lolium perenne L., using a set of 385 accessions from the natural diversity of this species collected right across Europe and provided by genebanks of several countries. For each of these populations, genotyping provided the allele frequencies of 189,781 SNP markers. GWAS were implemented for over 30 agronomic and/or putatively adaptive traits recorded in three climatically contrasted locations (France, Belgium, Germany). Significant associations were detected for hundreds of markers despite a strong confounding effect of the genetic background; most of them pertained to phenology traits. It is likely that genetic variability in these traits has had an important contribution to environmental adaptation and ecotype differentiation. Genomic prediction models calibrated using natural diversity were found to be highly effective to describe natural populations for almost all traits as well as commercial synthetic populations for some important traits such as disease resistance, spring growth or phenological traits. These results will certainly be valuable information to help the use of natural genetic resources of other species.
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18
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Keating JN, Sansom RS, Sutton MD, Knight CG, Garwood RJ. Morphological Phylogenetics Evaluated Using Novel Evolutionary Simulations. Syst Biol 2020; 69:897-912. [PMID: 32073641 PMCID: PMC7440746 DOI: 10.1093/sysbio/syaa012] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 01/31/2020] [Accepted: 02/07/2020] [Indexed: 02/04/2023] Open
Abstract
Evolutionary inferences require reliable phylogenies. Morphological data have traditionally been analyzed using maximum parsimony, but recent simulation studies have suggested that Bayesian analyses yield more accurate trees. This debate is ongoing, in part, because of ambiguity over modes of morphological evolution and a lack of appropriate models. Here, we investigate phylogenetic methods using two novel simulation models-one in which morphological characters evolve stochastically along lineages and another in which individuals undergo selection. Both models generate character data and lineage splitting simultaneously: the resulting trees are an emergent property, rather than a fixed parameter. Standard consensus methods for Bayesian searches (Mki) yield fewer incorrect nodes and quartets than the standard consensus trees recovered using equal weighting and implied weighting parsimony searches. Distances between the pool of derived trees (most parsimonious or posterior distribution) and the true trees-measured using Robinson-Foulds (RF), subtree prune and regraft (SPR), and tree bisection reconnection (TBR) metrics-demonstrate that this is related to the search strategy and consensus method of each technique. The amount and structure of homoplasy in character data differ between models. Morphological coherence, which has previously not been considered in this context, proves to be a more important factor for phylogenetic accuracy than homoplasy. Selection-based models exhibit relatively lower homoplasy, lower morphological coherence, and higher inaccuracy in inferred trees. Selection is a dominant driver of morphological evolution, but we demonstrate that it has a confounding effect on numerous character properties which are fundamental to phylogenetic inference. We suggest that the current debate should move beyond considerations of parsimony versus Bayesian, toward identifying modes of morphological evolution and using these to build models for probabilistic search methods. [Bayesian; evolution; morphology; parsimony; phylogenetics; selection; simulation.].
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Affiliation(s)
- Joseph N Keating
- Department of Earth and Environmental Sciences, Universityof Manchester, Williamson Building, Oxford Road, Manchester M13 9PL, UK
- School of Earth Sciences, University of Bristol, Life Sciences Building, Tyndall Avenue, Bristol BS8 1TQ, UK
| | - Robert S Sansom
- Department of Earth and Environmental Sciences, Universityof Manchester, Williamson Building, Oxford Road, Manchester M13 9PL, UK
| | - Mark D Sutton
- Department of Earth Science and Engineering, South Kensington Campus, Imperial College London, London SW7 2AZ, UK
| | - Christopher G Knight
- Department of Earth and Environmental Sciences, Universityof Manchester, Williamson Building, Oxford Road, Manchester M13 9PL, UK
| | - Russell J Garwood
- Department of Earth and Environmental Sciences, Universityof Manchester, Williamson Building, Oxford Road, Manchester M13 9PL, UK
- Earth Sciences Department, Natural History Museum, Cromwell Rd, South Kensington, London SW7 5BD, UK
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19
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Duchen P, Hautphenne S, Lehmann L, Salamin N. Linking micro and macroevolution in the presence of migration. J Theor Biol 2019; 486:110087. [PMID: 31758967 DOI: 10.1016/j.jtbi.2019.110087] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Revised: 10/06/2019] [Accepted: 11/18/2019] [Indexed: 01/26/2023]
Abstract
Understanding macroevolutionary patterns is central to evolutionary biology. This involves the process of divergence within a species, which starts at the microevolutionary level, for instance, when two subpopulations evolve towards different phenotypic optima. The speed at which these optima are reached is controlled by the degree of stabilising selection, which pushes the mean trait towards different optima in the different subpopulations, and ongoing migration that pulls the mean phenotype away from that optimum. Traditionally, macro phenotypic evolution is modelled by directional selection processes, but these models usually ignore the role of migration within species. Here, our goal is to reconcile the processes of micro and macroevolution by modelling migration as part of the speciation process. More precisely, we introduce an Ornstein-Uhlenbeck (OU) model where migration happens between two subpopulations within a branch of a phylogeny and this migration decreases over time as it happens during speciation. We then use this model to study the evolution of trait means along a phylogeny, as well as the way phenotypic disparity between species changes with successive epochs. We show that ignoring the effect of migration in sampled time-series data biases significantly the estimation of the selective forces acting upon it. We also show that migration decreases the expected phenotypic disparity between species and we analyse the effect of migration in the particular case of niche filling. We further introduce a method to jointly estimate selection and migration from time-series data. Our model extends traditional quantitative genetics results of selection and migration from a microevolutionary time frame to multiple speciation events at a macroevolutionary scale. Our results further support that not accounting for gene flow has important consequences in inferences at both the micro and macroevolutionary scale.
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Affiliation(s)
- Pablo Duchen
- Department of Computational Biology, University of Lausanne, Lausanne, Switzerland.
| | - Sophie Hautphenne
- School of Mathematics and Statistics, University of Melbourne, Melbourne, Australia; Institute of Mathematics, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Laurent Lehmann
- Department of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland
| | - Nicolas Salamin
- Department of Computational Biology, University of Lausanne, Lausanne, Switzerland
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20
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Estrada-Reyes ZM, Tsukahara Y, Amadeu RR, Goetsch AL, Gipson TA, Sahlu T, Puchala R, Wang Z, Hart SP, Mateescu RG. Signatures of selection for resistance to Haemonchus contortus in sheep and goats. BMC Genomics 2019; 20:735. [PMID: 31615414 PMCID: PMC6792194 DOI: 10.1186/s12864-019-6150-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Accepted: 09/29/2019] [Indexed: 11/20/2022] Open
Abstract
Background Gastrointestinal nematode infection (GNI) is the most important disease affecting the small ruminant industry in U.S. The environmental conditions in the southern United States are ideal for the survival of the most pathogenic gastrointestinal nematode, Haemonchus contortus. Host genetic variation for resistance to H. contortus allows selective breeding for increased resistance of animals. This selection process increases the prevalence of particular alleles in sheep and goats and creates unique genetic patterns in the genome of these species. The aim of this study was to identify loci with divergent allelic frequencies in a candidate gene panel of 100 genes using two different approaches (frequentist and Bayesian) to estimate Fst outliers in three different breeds of sheep and goats exposed to H. contortus. Results Our results for sheep populations showed SNPs under selection in C3AR1, CSF3, SOCS2, NOS2, STAT5B, TGFB2 and IL2RA genes using frequentist and Bayesian approaches. For goats, SNPs in CD1D, ITGA9, IL12A, IL13RA1, CD86 and TGFB2 genes were under selection. Common signatures of selection in both species were observed in NOS2, TGFB2 and TLR4 genes. Directional selection was present in all SNPs evaluated in the present study. Conclusions A total of 13 SNPs within 7 genes of our candidate gene panel related to H. contortus exposure were identified under selection in sheep populations. For goats, 11 SNPs within 7 genes were identified under selection. Results from this study support the hypothesis that resistance to H. contortus is likely to be controlled by many loci. Shared signatures of selection related to mechanisms of immune protection against H. contortus infection in sheep and goats could be useful targets in breeding programs aimed to produce resistant animals with low FEC.
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Affiliation(s)
| | - Yoko Tsukahara
- American Institute for Goat Research, Langston University, Langston, OK, USA
| | - Rodrigo R Amadeu
- Horticultural Sciences Department, University of Florida, Gainesville, FL, USA
| | - Arthur L Goetsch
- American Institute for Goat Research, Langston University, Langston, OK, USA
| | - Terry A Gipson
- American Institute for Goat Research, Langston University, Langston, OK, USA
| | - Tilahun Sahlu
- American Institute for Goat Research, Langston University, Langston, OK, USA
| | - Richard Puchala
- American Institute for Goat Research, Langston University, Langston, OK, USA
| | - Zaisen Wang
- American Institute for Goat Research, Langston University, Langston, OK, USA
| | - Steve P Hart
- American Institute for Goat Research, Langston University, Langston, OK, USA
| | - Raluca G Mateescu
- Department of Animal Sciences, University of Florida, Gainesville, FL, USA
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21
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Zucchi MI, Cordeiro EMG, Allen C, Novello M, Viana JPG, Brown PJ, Manjunatha S, Omoto C, Pinheiro JB, Clough SJ. Patterns of Genome-Wide Variation, Population Differentiation and SNP Discovery of the Red Banded Stink Bug (Piezodorus guildinii). Sci Rep 2019; 9:14480. [PMID: 31597944 PMCID: PMC6785548 DOI: 10.1038/s41598-019-50999-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 09/09/2019] [Indexed: 01/05/2023] Open
Abstract
Unravelling the details of range expansion and ecological dominance shifts of insect pests has been challenging due to the lack of basic knowledge about population structure, gene flow, and most importantly, how natural selection is affecting the adaptive process. Piezodous guildinii is an emerging pest of soybean in the southern region of the United States, and increasingly important in Brazil in recent years. However, the reasons P. guildinii is gradually becoming more of a problem are questions still mostly unanswered. Here, we have genotyped P. guildinii samples and discovered 1,337 loci containing 4,083 variant sites SNPs that were used to estimate genetic structure and to identify gene candidates under natural selection. Our results revealed the existence of a significant genetic structure separating populations according to their broad geographic origin, i.e., U.S. and Brazil, supported by AMOVA (FGT = 0.26), STRUCTURE, PCA, and FST analyses. High levels of gene flow or coancestry within groups (i.e., within countries) can be inferred from the data, and no spatial pattern was apparent at the finer scale in Brazil. Samples from different seasons show more heterogeneous compositions suggesting mixed ancestry and a more complex dynamic. Lastly, we were able to detect and successfully annotated 123 GBS loci (10.5%) under positive selection. The gene ontology (GO) analysis implicated candidate genes under selection with genome reorganization, neuropeptides, and energy mobilization. We discuss how these findings could be related to recent outbreaks and suggest how new efforts directed to better understand P. guildinii population dynamics.
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Affiliation(s)
- Maria I Zucchi
- Institute of Biology, University of Campinas, Campinas, SP, Brazil
- Agência Paulista de Tecnologia dos Agronegócios, Pólo Regional Centro-Sul, Piracicaba, SP, Brazil
| | - Erick M G Cordeiro
- Department of Entomology and Acarology, University of Sao Paulo, Luiz de Queiroz College of Agriculture (USP/ESALQ), Piracicaba, SP, Brazil.
| | - Clint Allen
- US Department of Agriculture, Agricultural Research Service, Southern Insect Management Research Unit, Stoneville, MS, USA
| | - Mariana Novello
- Institute of Biology, University of Campinas, Campinas, SP, Brazil
| | | | - Patrick J Brown
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Shilpa Manjunatha
- US Department of Agriculture, Agricultural Research Service, Southern Insect Management Research Unit, Stoneville, MS, USA
| | - Celso Omoto
- Department of Entomology and Acarology, University of Sao Paulo, Luiz de Queiroz College of Agriculture (USP/ESALQ), Piracicaba, SP, Brazil
| | - José Baldin Pinheiro
- Department of Genetics, University of Sao Paulo, Luiz de Queiroz College of Agriculture (USP/ESALQ), Piracicaba, SP, Brazil
| | - Steven J Clough
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- US Department of Agriculture - Agricultural Research Service, Urbana, IL, USA
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22
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Benowitz KM, Coleman JM, Matzkin LM. Assessing the Architecture of Drosophila mojavensis Locomotor Evolution with Bulk Segregant Analysis. G3 (BETHESDA, MD.) 2019; 9:1767-1775. [PMID: 30926724 PMCID: PMC6505136 DOI: 10.1534/g3.119.400036] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Accepted: 03/22/2019] [Indexed: 11/24/2022]
Abstract
Behavior is frequently predicted to be especially important for evolution in novel environments. If these predictions are accurate, there might be particular patterns of genetic architecture associated with recently diverged behaviors. Specifically, it has been predicted that behaviors linked to population divergence should be underpinned by a few genes of relatively large effect, compared to architectures of intrapopulation behavioral variation, which is considered to be highly polygenic. More mapping studies of behavioral variation between recently diverged populations are needed to continue assessing the generality of these predictions. Here, we used a bulk segregant mapping approach to dissect the genetic architecture of a locomotor trait that has evolved between two populations of the cactophilic fly Drosophila mojavensis We created an F8 mapping population of 1,500 individuals from advanced intercross lines and sequenced the 10% of individuals with the highest and lowest levels of locomotor activity. Using three alternative statistical approaches, we found strong evidence for two relatively large-effect QTL that is localized in a region homologous to a region of densely packed behavior loci in Drosophila melanogaster, suggesting that clustering of behavior genes may display relatively deep evolutionary conservation. Broadly, our data are most consistent with a polygenic architecture, though with several loci explaining a high proportion of variation in comparison to similar behavioral traits. We further note the presence of several antagonistic QTL linked to locomotion and discuss these results in light of theories regarding behavioral evolution and the effect size and direction of QTL for diverging traits in general.
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Affiliation(s)
- Kyle M Benowitz
- Department of Entomology, University of Arizona, Tucson, AZ 85721
| | - Joshua M Coleman
- Department of Entomology, University of Arizona, Tucson, AZ 85721
- Department of Biological Sciences, University of Alabama in Huntsville, Huntsville AL 35899
| | - Luciano M Matzkin
- Department of Entomology, University of Arizona, Tucson, AZ 85721
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721
- BIO5 Institute, University of Arizona, Tucson, AZ 85721
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23
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Genetic Properties Responsible for the Transgressive Segregation of Days to Heading in Rice. G3-GENES GENOMES GENETICS 2019; 9:1655-1662. [PMID: 30894452 PMCID: PMC6505171 DOI: 10.1534/g3.119.201011] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Transgressive segregation produces hybrid progeny phenotypes that exceed the parental phenotypes. Unlike heterosis, extreme phenotypes caused by transgressive segregation are heritably stable. We examined transgressive phenotypes of flowering time in rice, and revealed transgressive segregation in F2 populations derived from a cross between parents with similar (proximal) days to heading (DTH). The DTH phenotypes of the A58 × Kitaake F2 progenies were frequently more extreme than those of either parent. These transgressive phenotypes were maintained in the F3 and F4 populations. Both A58 and Kitaake are japonica rice cultivars adapted to Hokkaido, Japan, which is a high-latitude region, and have a short DTH. Among the four known loci required for a short DTH, three loci had common alleles in A58 and Kitaake, implying there is a similar genetic basis for DTH between the two varieties. A genome-wide single nucleotide polymorphism (SNP) analysis based on the F4 population identified five new quantitative trait loci (QTL) associated with transgressive DTH phenotypes. Each of these QTL had different degrees of additive effects on DTH, and two QTL had an epistatic effect on each other. Thus, a genome-wide SNP analysis facilitated the detection of genetic loci associated with extreme DTH phenotypes, and revealed that the transgressive phenotypes were produced by exchanging the complementary alleles of a few minor QTL in the similar parental phenotypes.
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24
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Miller SE, Roesti M, Schluter D. A Single Interacting Species Leads to Widespread Parallel Evolution of the Stickleback Genome. Curr Biol 2019; 29:530-537.e6. [PMID: 30686736 DOI: 10.1016/j.cub.2018.12.044] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2018] [Revised: 11/07/2018] [Accepted: 12/24/2018] [Indexed: 11/26/2022]
Abstract
Biotic interactions are potent, widespread causes of natural selection and divergent phenotypic evolution and can lead to genetic differentiation with gene flow among wild populations ("isolation by ecology") [1-4]. Biotic selection has been predicted to act on more genes than abiotic selection thereby driving greater adaptation [5]. However, difficulties in isolating the genome-wide effect of single biotic agents of selection have limited our ability to identify and quantify the number and type of genetic regions responding to biotic selection [6-9]. We identified geographically interspersed lakes in which threespine stickleback fish (Gasterosteus aculeatus) have repeatedly adapted to the presence or absence of a single member of the ecological community, prickly sculpin (Cottus asper), a fish that is both a competitor and a predator of the stickleback [10]. Whole-genome sequencing revealed that sculpin presence or absence accounted for the majority of genetic divergence among stickleback populations, more so than geography. The major axis of genomic variation within and between the two lake types was correlated with multiple traits, indicating parallel natural selection across a gradient of biotic environments. A large proportion of the genome-about 1.8%, encompassing more than 600 genes-differentiated stickleback from the two biotic environments. Divergence occurred in 141 discrete genomic clumps located mainly in regions of low recombination, suggesting that genes brought to lakes by the colonizing ancestral population often evolved together in linked blocks. Strong selection and a wealth of standing genetic variation explain how a single member of the biotic community can have such a rapid and profound evolutionary impact.
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Affiliation(s)
- Sara E Miller
- Department of Neurobiology and Behavior, Cornell University, Ithaca, NY 14853, USA; Department of Zoology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada.
| | - Marius Roesti
- Department of Zoology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Dolph Schluter
- Department of Zoology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
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25
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Verhaegen G, Herzog H, Korsch K, Kerth G, Brede M, Haase M. Testing the adaptive value of gastropod shell morphology to flow: a multidisciplinary approach based on morphometrics, computational fluid dynamics and a flow tank experiment. ZOOLOGICAL LETTERS 2019; 5:5. [PMID: 30680227 PMCID: PMC6337808 DOI: 10.1186/s40851-018-0119-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Accepted: 12/26/2018] [Indexed: 05/07/2023]
Abstract
A major question in stream ecology is how invertebrates cope with flow. In aquatic gastropods, typically, larger and more globular shells with larger apertures are found in lotic (flowing water) versus lentic (stagnant water) habitats. This has been hypothetically linked to a larger foot, and thus attachment area, which has been suggested to be an adaptation against risk of dislodgement by current. Empirical evidence for this is scarce. Furthermore, these previous studies did not discuss the unavoidable increase in drag forces experienced by the snails as a consequence of the increased cross sectional area. Here, using Potamopyrgus antipodarum as a study model, we integrated computational fluid dynamics simulations and a flow tank experiment with living snails to test whether 1) globular shell morphs are an adaptation against dislodgement through lift rather than drag forces, and 2) dislocation velocity is positively linked to foot size, and that the latter can be predicted by shell morphology. The drag forces experienced by the shells were always stronger compared to the lift and lateral forces. Drag and lift forces increased with shell height but not with globularity. Rotating the shells out of the flow direction increased the drag forces, but decreased lift. Our hypothesis that the controversial presence of globular shells in lotic environments could be explained by an adaptation against lift rather than drag forces was rejected. The foot size was only predicted by the size of the shell, not by shell shape or aperture size, showing that the assumed aperture/foot area correlation should be used with caution and cannot be generalized for all aquatic gastropod species. Finally, shell morphology and foot size were not related to the dislodgement speed in our flow tank experiment. We conclude that other traits must play a major role in decreasing dislodgement risk in stream gastropods, e.g., specific behaviours or pedal mucus stickiness. Although we did not find globular shells to be adaptations for reducing dislodgement risk, we cannot rule out that they are still flow-related adaptations. For instance, globular shells are more crush-resistant and therefore perhaps adaptive in terms of diminishing damage caused by tumbling after dislodgement or against lotic crush-type predators.
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Affiliation(s)
- Gerlien Verhaegen
- Vogelwarte, Zoologisches Institut und Museum, Universität Greifswald, Soldmannstraße 23, 17489 Greifswald, Germany
| | - Hendrik Herzog
- Institut für Zoologie, Rheinische Friedrich-Wilhelms-Universität Bonn, Meckenheimer Allee 169, 53115 Bonn, Germany
| | - Katrin Korsch
- Angewandte Zoologie und Naturschutz, Zoologisches Institut und Museum, Universität Greifswald, Loitzer Str. 26, 17489 Greifswald, Germany
| | - Gerald Kerth
- Angewandte Zoologie und Naturschutz, Zoologisches Institut und Museum, Universität Greifswald, Loitzer Str. 26, 17489 Greifswald, Germany
| | - Martin Brede
- Lehrstuhl Strömungsmechanik, Universität Rostock, Albert-Einstein-Str. 2, 18051 Rostock, Germany
| | - Martin Haase
- Vogelwarte, Zoologisches Institut und Museum, Universität Greifswald, Soldmannstraße 23, 17489 Greifswald, Germany
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26
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Ecomorphology of a generalist freshwater gastropod: complex relations of shell morphology, habitat, and fecundity. ORG DIVERS EVOL 2018. [DOI: 10.1007/s13127-018-0377-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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27
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Shift from slow- to fast-water habitats accelerates lineage and phenotype evolution in a clade of Neotropical suckermouth catfishes (Loricariidae: Hypoptopomatinae). PLoS One 2017; 12:e0178240. [PMID: 28591189 PMCID: PMC5462362 DOI: 10.1371/journal.pone.0178240] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 05/10/2017] [Indexed: 11/24/2022] Open
Abstract
Identifying habitat characteristics that accelerate organismal evolution is essential to understanding both the origins of life on Earth and the ecosystem properties that are most critical to maintaining life into the future. Searching for these characteristics on a large scale has only recently become possible via advances in phylogenetic reconstruction, time-calibration, and comparative analyses. In this study, we combine these tools with habitat and phenotype data for 105 species in a clade of Neotropical suckermouth catfishes commonly known as cascudinhos. Our goal was to determine whether riverine mesohabitats defined by different flow rates (i.e., pools vs. rapids) and substrates (plants vs. rocks) have affected rates of cascudinho cladogenesis and morphological diversification. In contrast to predictions based on general theory related to life in fast-flowing, rocky riverine habitats, Neoplecostomini lineages associated with these habitats exhibited increased body size, head shape diversity, and lineage and phenotype diversification rates. These findings are consistent with a growing understanding of river rapids as incubators of biological diversification and specialization. They also highlight the urgent need to conserve rapids habitats throughout the major rivers of the world.
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28
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Hämälä T, Mattila TM, Leinonen PH, Kuittinen H, Savolainen O. Role of seed germination in adaptation and reproductive isolation in Arabidopsis lyrata. Mol Ecol 2017; 26:3484-3496. [PMID: 28393414 DOI: 10.1111/mec.14135] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Revised: 03/25/2017] [Accepted: 03/29/2017] [Indexed: 12/25/2022]
Abstract
Seed germination is an important developmental and life history stage. Yet, the evolutionary impact of germination has mainly been studied in the context of dormancy, or for its role in reproductive isolation between species. Here, we aim to examine multiple consequences of genetic divergence on germination traits between two Arabidopsis lyrata subspecies: ssp. petraea (Eurasia) and ssp. lyrata (North America). Postdormancy germination time, a potentially adaptive trait, showed differentiation between the populations, and quantitative trait loci (QTL) mapping revealed that the trait variation is mainly controlled by two antagonistic loci. These QTL areas contain several candidate genes with known function in postdormancy germination in A. thaliana. The sequence variation of three genes was consistent with differential selection, and they also included fixed nonsynonymous substitutions with potential to account for the phenotypic differentiation. We further show that the divergence between the subspecies has led to a slight but significant reduction in hybrid germination proportions, indicating incipient reproductive isolation. Comparison of reciprocal F1 and F2 progenies suggests that Bateson-Dobzhansky-Muller incompatibilities likely act through uniparentally inherited factors. Examination of genomewide transmission ratio distortion further revealed that cytonuclear interactions cause substantial pregermination inviability in the hybrids. These results confirm that seed germination has adaptive potential beyond the dormancy stage and that hybrid seed inviability can be one of the first reproductive barriers to arise during divergence.
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Affiliation(s)
- Tuomas Hämälä
- Department of Ecology and Genetics, University of Oulu, Oulu, Finland.,Biocenter Oulu, University of Oulu, Oulu, Finland
| | - Tiina M Mattila
- Department of Ecology and Genetics, University of Oulu, Oulu, Finland
| | - Päivi H Leinonen
- Department of Ecology and Genetics, University of Oulu, Oulu, Finland
| | - Helmi Kuittinen
- Department of Ecology and Genetics, University of Oulu, Oulu, Finland
| | - Outi Savolainen
- Department of Ecology and Genetics, University of Oulu, Oulu, Finland.,Biocenter Oulu, University of Oulu, Oulu, Finland
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29
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Ishikawa A, Kusakabe M, Yoshida K, Ravinet M, Makino T, Toyoda A, Fujiyama A, Kitano J. Different contributions of local- and distant-regulatory changes to transcriptome divergence between stickleback ecotypes. Evolution 2017; 71:565-581. [PMID: 28075479 DOI: 10.1111/evo.13175] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Accepted: 12/21/2016] [Indexed: 12/12/2022]
Abstract
Differential gene expression can play an important role in phenotypic evolution and divergent adaptation. Although differential gene expression can be caused by both local- and distant-regulatory changes, we know little about their relative contribution to transcriptome evolution in natural populations. Here, we conducted expression quantitative trait loci (eQTL) analysis to investigate the genetic architecture underlying transcriptome divergence between marine and stream ecotypes of threespine sticklebacks (Gasterosteus aculeatus). We identified both local and distant eQTLs, some of which constitute hotspots, regions with a disproportionate number of significant eQTLs relative to the genomic background. The majority of local eQTLs including those in the hotspots caused expression changes consistent with the direction of transcriptomic divergence between ecotypes. Genome scan analysis showed that many local eQTLs overlapped with genomic regions of high differentiation. In contrast, nearly half of the distant eQTLs including those in the hotspots caused opposite expression changes, and few overlapped with regions of high differentiation, indicating that distant eQTLs may act as a constraint of transcriptome evolution. Finally, a comparison between two salinity conditions revealed that nearly half of eQTL hotspots were environment specific, suggesting that analysis of genetic architecture in multiple conditions is essential for predicting response to selection.
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Affiliation(s)
- Asano Ishikawa
- Division of Ecological Genetics, National Institute of Genetics, Shizuoka, Japan
| | - Makoto Kusakabe
- Atmosphere and Ocean Research Institute, The University of Tokyo, Chiba, Japan.,Department of Biological Science, Faculty of Science, Shizuoka University, Shizuoka, Japan
| | - Kohta Yoshida
- Division of Ecological Genetics, National Institute of Genetics, Shizuoka, Japan
| | - Mark Ravinet
- Division of Ecological Genetics, National Institute of Genetics, Shizuoka, Japan.,Centre for Ecological and Evolutionary Synthesis, University of Oslo, Oslo, Norway
| | - Takashi Makino
- Division of Ecology and Evolutionary Biology, Graduate School of Life Sciences, Tohoku University, Miyagi, Japan
| | - Atsushi Toyoda
- Comparative Genomics Laboratory, National Institute of Genetics, Shizuoka, Japan
| | - Asao Fujiyama
- Comparative Genomics Laboratory, National Institute of Genetics, Shizuoka, Japan
| | - Jun Kitano
- Division of Ecological Genetics, National Institute of Genetics, Shizuoka, Japan
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30
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Jacobson NC. Current evolutionary adaptiveness of psychiatric disorders: Fertility rates, parent-child relationship quality, and psychiatric disorders across the lifespan. JOURNAL OF ABNORMAL PSYCHOLOGY 2016; 125:824-39. [PMID: 27362490 DOI: 10.1037/abn0000185] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
This study sought to evaluate the current evolutionary adaptiveness of psychopathology by examining whether these disorders impact the quantity of offspring or the quality of the parent-child relationship across the life span. Using the National Comorbidity Survey, this study examined whether DSM-III-R anxiety, posttraumatic stress, depressive, bipolar, substance use, antisocial, and psychosis disorders predicted later fertility and the quality of parent-child relationships across the life span in a national sample (N = 8,098). Using latent variable and varying coefficient models, the results suggested that anxiety in males and bipolar pathology in males and females were associated with increased fertility at younger ages. The results suggested almost all other psychopathology was associated with decreased fertility in middle to late adulthood. The results further suggested that all types of psychopathology had negative impacts on the parent-child relationship quality (except for antisocial pathology in males). Nevertheless, for all disorders, the impact of psychopathology on both fertility and the parent-child relationship quality was affected by the age of the participant. The results also showed that anxiety pathology is associated with a high-quantity, low-quality parenting strategy followed by a low-quantity, low-quality parenting strategy. Further, the results suggest that bipolar pathology is associated with an early high-quantity and a continued low-quality parenting strategy. Posttraumatic stress, depression, substance use, antisocial personality, and psychosis pathology are each associated with a low-quantity, low-quality parenting strategy, particularly in mid to late adulthood. These findings suggest that the evolutionary impact of psychopathology depends on the developmental context. (PsycINFO Database Record
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31
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Martin AM, Festa-Bianchet M, Coltman DW, Pelletier F. Demographic drivers of age-dependent sexual selection. J Evol Biol 2016; 29:1437-46. [PMID: 27090379 DOI: 10.1111/jeb.12883] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2013] [Revised: 03/21/2016] [Accepted: 04/11/2016] [Indexed: 01/21/2023]
Abstract
Sexual selection has a critical role in evolution, and it is fundamental to identify what ecological factors drive its variation. Disentangling the ecological correlates of sexual selection over the long term, however, is challenging and has rarely been done in nature. We sought to assess how demographic changes influenced the intensity, direction and form of sexual selection and whether selective pressures varied with age. We tested whether breeder sex ratio, number of competitors and age structure influenced selection differentials on horn length of wild bighorn rams (Ovis canadensis) of different age classes on Ram Mountain, Alberta. We used 21 years of data including a detailed pedigree, demographic parameters and repeated morphological measurements. Sexual selection on horn length of males of all ages was directional and positive. Selection intensity increased with the number of competitors, reflecting male-male encounter rate during the rut, but was independent of breeder sex ratio or age structure. This result can also be linked to changes in population size because the number of competitors was highly correlated to total number of sheep. This demographic effect likely arises from age-dependent mating tactics. Males aged 2-4 years are weakly competitive and experienced stronger sexual selection as they accounted for a greater proportion of all males. Selection experienced by mature males appeared independent of demography. Our study provides a rare description of the demographic determinants of sexual selection in nature.
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Affiliation(s)
- A M Martin
- Département de Biologie, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - M Festa-Bianchet
- Département de Biologie, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - D W Coltman
- Department of Biological Sciences, University of Alberta, Edmonton, AB, Canada
| | - F Pelletier
- Département de Biologie, Université de Sherbrooke, Sherbrooke, QC, Canada.,Canada Research Chair in Evolutionary Demography and Conservation, Département de Biologie, Université de Sherbrooke, Sherbrooke, QC, Canada
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32
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Thurman TJ, Barrett RDH. The genetic consequences of selection in natural populations. Mol Ecol 2016; 25:1429-48. [DOI: 10.1111/mec.13559] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2015] [Revised: 12/21/2015] [Accepted: 01/27/2016] [Indexed: 01/06/2023]
Affiliation(s)
- Timothy J. Thurman
- Redpath Museum and Department of Biology; McGill University; Sherbrooke Street West Montreal Quebec Canada H3A 1B1 Canada
- Smithsonian Tropical Research Institute; Panamá Panamá
| | - Rowan D. H. Barrett
- Redpath Museum and Department of Biology; McGill University; Sherbrooke Street West Montreal Quebec Canada H3A 1B1 Canada
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33
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Han CS, Brooks RC, Jablonski PG. Fluctuating sexual selection and the evolution of a courtship strategy. Behav Ecol 2016. [DOI: 10.1093/beheco/arv232] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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34
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Manning K, Timpson A, Shennan S, Crema E. Size Reduction in Early European Domestic Cattle Relates to Intensification of Neolithic Herding Strategies. PLoS One 2015; 10:e0141873. [PMID: 26630287 PMCID: PMC4668083 DOI: 10.1371/journal.pone.0141873] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2015] [Accepted: 10/14/2015] [Indexed: 12/04/2022] Open
Abstract
Our analysis of over 28,000 osteometric measurements from fossil remains dating between c. 5600 and 1500 BCE reveals a substantial reduction in body mass of 33% in Neolithic central European domestic cattle. We investigate various plausible explanations for this phenotypic adaptation, dismissing climatic change as a causal factor, and further rejecting the hypothesis that it was caused by an increase in the proportion of smaller adult females in the population. Instead we find some support for the hypothesis that the size decrease was driven by a demographic shift towards smaller newborns from sub-adult breeding as a result of intensifying meat production strategies during the Neolithic.
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Affiliation(s)
- Katie Manning
- Institute of Archaeology, University College London, London, United Kingdom
| | - Adrian Timpson
- Research Department of Genetics, Evolution and Environment, University College London, London, United Kingdom
| | - Stephen Shennan
- Institute of Archaeology, University College London, London, United Kingdom
| | - Enrico Crema
- Institute of Archaeology, University College London, London, United Kingdom.,CaSEs-Complexity and Socio-Ecological Dynamics Research Group, Universitat Pompeu Fabra, Department of Humanities, Barcelona, Spain
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35
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Benkman CW, Mezquida ET. Phenotypic Selection Exerted by a Seed Predator Is Replicated in Space and Time and among Prey Species. Am Nat 2015; 186:682-91. [DOI: 10.1086/683131] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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36
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Concannon MR, Albertson RC. The genetic and developmental basis of an exaggerated craniofacial trait in East African cichlids. JOURNAL OF EXPERIMENTAL ZOOLOGY PART B-MOLECULAR AND DEVELOPMENTAL EVOLUTION 2015; 324:662-70. [DOI: 10.1002/jez.b.22641] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2015] [Accepted: 07/01/2015] [Indexed: 01/01/2023]
Affiliation(s)
- Moira R. Concannon
- Graduate Program in Organismic and Evolutionary Biology; University of Massachusetts Amherst; Morrill Science Center South; Amherst Massachusetts
| | - R. Craig Albertson
- Department of Biology; University of Massachusetts Amherst; Morrill Science Center; Amherst Massachusetts
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37
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Moczek AP, Sears KE, Stollewerk A, Wittkopp PJ, Diggle P, Dworkin I, Ledon-Rettig C, Matus DQ, Roth S, Abouheif E, Brown FD, Chiu CH, Cohen CS, Tomaso AWD, Gilbert SF, Hall B, Love AC, Lyons DC, Sanger TJ, Smith J, Specht C, Vallejo-Marin M, Extavour CG. The significance and scope of evolutionary developmental biology: a vision for the 21st century. Evol Dev 2015; 17:198-219. [PMID: 25963198 DOI: 10.1111/ede.12125] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Evolutionary developmental biology (evo-devo) has undergone dramatic transformations since its emergence as a distinct discipline. This paper aims to highlight the scope, power, and future promise of evo-devo to transform and unify diverse aspects of biology. We articulate key questions at the core of eleven biological disciplines-from Evolution, Development, Paleontology, and Neurobiology to Cellular and Molecular Biology, Quantitative Genetics, Human Diseases, Ecology, Agriculture and Science Education, and lastly, Evolutionary Developmental Biology itself-and discuss why evo-devo is uniquely situated to substantially improve our ability to find meaningful answers to these fundamental questions. We posit that the tools, concepts, and ways of thinking developed by evo-devo have profound potential to advance, integrate, and unify biological sciences as well as inform policy decisions and illuminate science education. We look to the next generation of evolutionary developmental biologists to help shape this process as we confront the scientific challenges of the 21st century.
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Affiliation(s)
- Armin P Moczek
- Department of Biology, Indiana University, 915 East 3rd Street, Bloomington, IN 47405, USA
| | - Karen E Sears
- School of Integrative Biology and Institute for Genomic Biology, University of Illinois, 505 South Goodwin Avenue, Urbana, IL, 61801, USA
| | - Angelika Stollewerk
- School of Biological and Chemical Sciences, Queen Mary, University of London, Mile End Road, London, E1 4NS, UK
| | - Patricia J Wittkopp
- Department of Ecology and Evolutionary Biology, Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, MI, USA
| | - Pamela Diggle
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, 06269, USA
| | - Ian Dworkin
- Department of Biology, McMaster University, 1280 Main St. West Hamilton, Ontario, L8S 4K1, Canada
| | - Cristina Ledon-Rettig
- Department of Biology, Indiana University, 915 East 3rd Street, Bloomington, IN 47405, USA
| | - David Q Matus
- Department of Biochemistry and Cell Biology, Stony Brook University, 412 Life Sciences Building, Stony Brook, NY, 11794-5215, USA
| | - Siegfried Roth
- University of Cologne, Institute of Developmental Biology, Biocenter, Zülpicher Straße 47b, D-50674, Cologne, Germany
| | - Ehab Abouheif
- Department of Biology, McGill University, 1205 Avenue Docteur Penfield, Montréal Québec, H3A 1B1, Canada
| | - Federico D Brown
- Departamento de Zoologia, Instituto Biociências, Universidade de São Paulo, Rua do Matão, Travessa 14, no. 101, 05508-090, São Paulo, Brazil
| | - Chi-Hua Chiu
- Department of Biological Sciences, Kent State University, OH, USA
| | - C Sarah Cohen
- Biology Department, Romberg Tiburon Center for Environmental Studies, San Francisco State University, 3150 Paradise Drive, Tiburon, CA, 94920, USA
| | | | - Scott F Gilbert
- Department of Biology, Swarthmore College, Swarthmore, Pennsylvania 19081, USA and Biotechnology Institute, University of Helsinki, 00014, Helsinki, Finland
| | - Brian Hall
- Department of Biology, Dalhousie University, Halifax, Nova Scotia, CA, B3H 4R2, USA
| | - Alan C Love
- Department of Philosophy, Minnesota Center for Philosophy of Science, University of Minnesota, USA
| | - Deirdre C Lyons
- Department of Biology, Duke University, Box 90338, Durham, NC, 27708, USA
| | - Thomas J Sanger
- Department of Molecular Genetics and Microbiology, University of Florida, P.O. Box 103610, Gainesville, FL, 32610, USA
| | - Joel Smith
- Marine Biological Laboratory, 7 MBL Street, Woods Hole, MA, 02543, USA
| | - Chelsea Specht
- Plant and Microbial Biology, Department of Integrative Biology, University and Jepson Herbaria, University of California, Berkeley, CA, USA
| | - Mario Vallejo-Marin
- Biological and Environmental Sciences, University of Stirling, FK9 4LA, Scotland, UK
| | - Cassandra G Extavour
- Department of Organismic and Evolutionary Biology, Department of Molecular and Cellular Biology, Harvard University, 16 Divinity Avenue, BioLabs 4103, Cambridge, MA, 02138, USA
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Kakioka R, Kokita T, Kumada H, Watanabe K, Okuda N. Genomic architecture of habitat-related divergence and signature of directional selection in the body shapes of Gnathopogon fishes. Mol Ecol 2015; 24:4159-74. [PMID: 26179373 DOI: 10.1111/mec.13309] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2014] [Revised: 06/19/2015] [Accepted: 07/03/2015] [Indexed: 01/19/2023]
Abstract
Evolution of ecomorphologically relevant traits such as body shapes is important to colonize and persist in a novel environment. Habitat-related adaptive divergence of these traits is therefore common among animals. We studied the genomic architecture of habitat-related divergence in the body shape of Gnathopogon fishes, a novel example of lake-stream ecomorphological divergence, and tested for the action of directional selection on body shape differentiation. Compared to stream-dwelling Gnathopogon elongatus, the sister species Gnathopogon caerulescens, exclusively inhabiting a large ancient lake, had an elongated body, increased proportion of the caudal region and small head, which would be advantageous in the limnetic environment. Using an F2 interspecific cross between the two Gnathopogon species (195 individuals), quantitative trait locus (QTL) analysis with geometric morphometric quantification of body shape and restriction-site associated DNA sequencing-derived markers (1622 loci) identified 26 significant QTLs associated with the interspecific differences of body shape-related traits. These QTLs had small to moderate effects, supporting polygenic inheritance of the body shape-related traits. Each QTL was mostly located on different genomic regions, while colocalized QTLs were detected for some ecomorphologically relevant traits that are proxy of body and caudal peduncle depths, suggesting different degree of modularity among traits. The directions of the body shape QTLs were mostly consistent with the interspecific difference, and QTL sign test suggested a genetic signature of directional selection in the body shape divergence. Thus, we successfully elucidated the genomic architecture underlying the adaptive changes of the quantitative and complex morphological trait in a novel system.
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Affiliation(s)
- Ryo Kakioka
- Department of Zoology, Graduate School of Science, Kyoto University, Kitashirakawa-Oiwake-cho, Sakyo-ku, Kyoto, 606-8502, Japan
| | - Tomoyuki Kokita
- Department of Marine Bioscience, Fukui Prefectural University, 1-1 Gakuen-cho, Obama, 917-0003, Japan
| | - Hiroki Kumada
- Department of Marine Bioscience, Fukui Prefectural University, 1-1 Gakuen-cho, Obama, 917-0003, Japan
| | - Katsutoshi Watanabe
- Department of Zoology, Graduate School of Science, Kyoto University, Kitashirakawa-Oiwake-cho, Sakyo-ku, Kyoto, 606-8502, Japan
| | - Noboru Okuda
- Center for Ecological Research, Kyoto University, 509-3 Hirano 2-chome, Otsu, 520-2113, Japan
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Cokus SJ, Gugger PF, Sork VL. Evolutionary insights from de novo transcriptome assembly and SNP discovery in California white oaks. BMC Genomics 2015. [PMID: 26215102 PMCID: PMC4517385 DOI: 10.1186/s12864-015-1761-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Background Reference transcriptomes provide valuable resources for understanding evolution within and among species. We de novo assembled and annotated a reference transcriptome for Quercus lobata and Q. garryana and identified single-nucleotide polymorphisms (SNPs) to provide resources for forest genomicists studying this ecologically and economically important genus. We further performed preliminary analyses of genes important in interspecific divergent (positive) selection that might explain ecological differences among species, estimating rates of nonsynonymous to synonymous substitutions (dN/dS) and Fay and Wu’s H. Functional classes of genes were tested for unusually high dN/dS or low H consistent with divergent positive selection. Results Our draft transcriptome is among the most complete for oaks, including 83,644 contigs (23,329 ≥ 1 kbp), 14,898 complete and 13,778 partial gene models, and functional annotations for 9,431 Arabidopsis orthologs and 19,365 contigs with Pfam hits. We identified 1.7 million possible sequence variants including 1.1 million high-quality diallelic SNPs — among the largest sets identified in any tree. 11 of 18 functional categories with significantly elevated dN/dS are involved in disease response, including 50+ genes with dN/dS > 1. Other high-dN/dS genes are involved in biotic response, flowering and growth, or regulatory processes. In contrast, median dN/dS was low (0.22), suggesting that purifying selection influences most genes. No functional categories have unusually low H. Conclusions These results offer preliminary support for the hypothesis that divergent selection at pathogen resistance are important factors in species divergence in these hybridizing California oaks. Our transcriptome provides a solid foundation for future studies of gene expression, natural selection, and speciation in Quercus. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1761-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Shawn J Cokus
- Molecular, Cell, and Developmental Biology, University of California, 3000 Terasaki Life Sciences Building, 610 Charles E. Young Drive East, Los Angeles, CA, 90095-7239, USA
| | - Paul F Gugger
- Ecology and Evolutionary Biology, University of California, 4140 Terasaki Life Sciences Building, 610 Charles E. Young Drive East, Los Angeles, CA, 90095-7239, USA.
| | - Victoria L Sork
- Ecology and Evolutionary Biology, University of California, 4140 Terasaki Life Sciences Building, 610 Charles E. Young Drive East, Los Angeles, CA, 90095-7239, USA.,Institute of the Environment and Sustainability, University of California, 300 La Kretz Hall, 619 Charles E. Young Drive East, Los Angeles, CA, 90095-1496, USA
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Rausher MD, Delph LF. Commentary: When does understanding phenotypic evolution require identification of the underlying genes? Evolution 2015; 69:1655-64. [PMID: 25973520 DOI: 10.1111/evo.12687] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2015] [Accepted: 05/10/2015] [Indexed: 12/15/2022]
Abstract
Adaptive evolution is fundamentally a genetic process. Over the past three decades, characterizing the genes underlying adaptive phenotypic change has revealed many important aspects of evolutionary change. At the same time, natural selection is often fundamentally an ecological process that can often be studied without identifying the genes underlying the variation on which it acts. This duality has given rise to disagreement about whether, and under what circumstances, it is necessary to identify specific genes associated with phenotypic change. This issue is of practical concern, especially for researchers who study nonmodel organisms, because of the often enormous cost and labor required to "go for the genes." We here consider a number of situations and questions commonly addressed by researchers. Our conclusion is that although gene identification can be crucial for answering some questions, there are others for which definitive answers can be obtained without finding underlying genes. It should thus not be assumed that considerations of "empirical completeness" dictate that gene identification is always desirable.
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Affiliation(s)
- Mark D Rausher
- Department of Biology, Duke University, Box 90338, Durham, North Carolina, 27708.
| | - Lynda F Delph
- Department of Biology, 1001 East Third Street, Indiana University, Bloomington, Indiana, 47405
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41
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Caseys C, Stritt C, Glauser G, Blanchard T, Lexer C. Effects of hybridization and evolutionary constraints on secondary metabolites: the genetic architecture of phenylpropanoids in European populus species. PLoS One 2015; 10:e0128200. [PMID: 26010156 PMCID: PMC4444209 DOI: 10.1371/journal.pone.0128200] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2015] [Accepted: 04/24/2015] [Indexed: 12/18/2022] Open
Abstract
The mechanisms responsible for the origin, maintenance and evolution of plant secondary metabolite diversity remain largely unknown. Decades of phenotypic studies suggest hybridization as a key player in generating chemical diversity in plants. Knowledge of the genetic architecture and selective constraints of phytochemical traits is key to understanding the effects of hybridization on plant chemical diversity and ecological interactions. Using the European Populus species P. alba (White poplar) and P. tremula (European aspen) and their hybrids as a model, we examined levels of inter- and intraspecific variation, heritabilities, phenotypic correlations, and the genetic architecture of 38 compounds of the phenylpropanoid pathway measured by liquid chromatography and mass spectrometry (UHPLC-MS). We detected 41 quantitative trait loci (QTL) for chlorogenic acids, salicinoids and flavonoids by genetic mapping in natural hybrid crosses. We show that these three branches of the phenylpropanoid pathway exhibit different geographic patterns of variation, heritabilities, and genetic architectures, and that they are affected differently by hybridization and evolutionary constraints. Flavonoid abundances present high species specificity, clear geographic structure, and strong genetic determination, contrary to salicinoids and chlorogenic acids. Salicinoids, which represent important defence compounds in Salicaceae, exhibited pronounced genetic correlations on the QTL map. Our results suggest that interspecific phytochemical differentiation is concentrated in downstream sections of the phenylpropanoid pathway. In particular, our data point to glycosyltransferase enzymes as likely targets of rapid evolution and interspecific differentiation in the 'model forest tree' Populus.
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Affiliation(s)
- Celine Caseys
- Unit of Ecology and Evolution, Department of Biology, University of Fribourg, Fribourg, Switzerland
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, Canada
| | - Christoph Stritt
- Unit of Ecology and Evolution, Department of Biology, University of Fribourg, Fribourg, Switzerland
| | - Gaetan Glauser
- Neuchâtel Platform of Analytical Chemistry, Faculty of science, University of Neuchâtel, Neuchâtel, Switzerland
| | - Thierry Blanchard
- Unit of Ecology and Evolution, Department of Biology, University of Fribourg, Fribourg, Switzerland
| | - Christian Lexer
- Unit of Ecology and Evolution, Department of Biology, University of Fribourg, Fribourg, Switzerland
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
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42
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Greenwood AK, Ardekani R, McCann SR, Dubin ME, Sullivan A, Bensussen S, Tavaré S, Peichel CL. Genetic mapping of natural variation in schooling tendency in the threespine stickleback. G3 (BETHESDA, MD.) 2015; 5:761-9. [PMID: 25717151 PMCID: PMC4426364 DOI: 10.1534/g3.114.016519] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Accepted: 02/23/2015] [Indexed: 02/06/2023]
Abstract
Although there is a heritable basis for many animal behaviors, the genetic architecture of behavioral variation in natural populations remains mostly unknown, particularly in vertebrates. We sought to identify the genetic basis for social affiliation in two populations of threespine sticklebacks (Gasterosteus aculeatus) that differ in their propensity to school. Marine sticklebacks from Japan school strongly whereas benthic sticklebacks from a lake in Canada are more solitary. Here, we expanded on our previous efforts to identify quantitative trait loci (QTL) for differences in schooling tendency. We tested fish multiple times in two assays that test different aspects of schooling tendency: 1) the model school assay, which presents fish with a school of eight model sticklebacks; and 2) the choice assay, in which fish are given a choice between the model school and a stationary artificial plant. We found low-to-moderate levels of repeatability, ranging from 0.1 to 0.5, in schooling phenotypes. To identify the genomic regions that contribute to differences in schooling tendency, we used QTL mapping in two types of crosses: benthic × marine backcrosses and an F2 intercross. We found two QTL for time spent with the school in the model school assay, and one QTL for number of approaches to the school in the choice assay. These QTL were on three different linkage groups, not previously linked to behavioral differences in sticklebacks. Our results highlight the importance of using multiple crosses and robust behavioral assays to uncover the genetic basis of behavioral variation in natural populations.
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Affiliation(s)
- Anna K Greenwood
- Divisions of Basic Sciences and Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Reza Ardekani
- Program in Molecular and Computational Biology, University of Southern California, Los Angeles, California 90089
| | - Shaugnessy R McCann
- Divisions of Basic Sciences and Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Matthew E Dubin
- Divisions of Basic Sciences and Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Amy Sullivan
- Divisions of Basic Sciences and Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Seth Bensussen
- Divisions of Basic Sciences and Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Simon Tavaré
- Program in Molecular and Computational Biology, University of Southern California, Los Angeles, California 90089
| | - Catherine L Peichel
- Divisions of Basic Sciences and Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
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43
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Muir CD, Pease JB, Moyle LC. Quantitative genetic analysis indicates natural selection on leaf phenotypes across wild tomato species (Solanum sect. Lycopersicon; Solanaceae). Genetics 2014; 198:1629-43. [PMID: 25298519 PMCID: PMC4256776 DOI: 10.1534/genetics.114.169276] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2014] [Accepted: 10/04/2014] [Indexed: 02/06/2023] Open
Abstract
Adaptive evolution requires both raw genetic material and an accessible path of high fitness from one fitness peak to another. In this study, we used an introgression line (IL) population to map quantitative trait loci (QTL) for leaf traits thought to be associated with adaptation to precipitation in wild tomatoes (Solanum sect. Lycopersicon; Solanaceae). A QTL sign test showed that several traits likely evolved under directional natural selection. Leaf traits correlated across species do not share a common genetic basis, consistent with a scenario in which selection maintains trait covariation unconstrained by pleiotropy or linkage disequilibrium. Two large effect QTL for stomatal distribution colocalized with key genes in the stomatal development pathway, suggesting promising candidates for the molecular bases of adaptation in these species. Furthermore, macroevolutionary transitions between vastly different stomatal distributions may not be constrained when such large-effect mutations are available. Finally, genetic correlations between stomatal traits measured in this study and data on carbon isotope discrimination from the same ILs support a functional hypothesis that the distribution of stomata affects the resistance to CO2 diffusion inside the leaf, a trait implicated in climatic adaptation in wild tomatoes. Along with evidence from previous comparative and experimental studies, this analysis indicates that leaf traits are an important component of climatic niche adaptation in wild tomatoes and demonstrates that some trait transitions between species could have involved few, large-effect genetic changes, allowing rapid responses to new environmental conditions.
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Affiliation(s)
- Christopher D Muir
- Biodiversity Research Centre and Botany Department, University of British Columbia, Vancouver, British Columbia, Canada V6T 1Z4 Department of Biology, Indiana University, Bloomington, Indiana 47405
| | - James B Pease
- Department of Biology, Indiana University, Bloomington, Indiana 47405
| | - Leonie C Moyle
- Department of Biology, Indiana University, Bloomington, Indiana 47405
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44
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Zhou Y, Zhang L, Liu J, Wu G, Savolainen O. Climatic adaptation and ecological divergence between two closely related pine species in Southeast China. Mol Ecol 2014; 23:3504-22. [PMID: 24935279 DOI: 10.1111/mec.12830] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2013] [Revised: 05/09/2014] [Accepted: 05/21/2014] [Indexed: 02/04/2023]
Abstract
Climate is one of the most important drivers for adaptive evolution in forest trees. Climatic selection contributes greatly to local adaptation and intraspecific differentiation, but this kind of selection could also have promoted interspecific divergence through ecological speciation. To test this hypothesis, we examined intra- and interspecific genetic variation at 25 climate-related candidate genes and 12 reference loci in two closely related pine species, Pinus massoniana Lamb. and Pinus hwangshanensis Hisa, using population genetic and landscape genetic approaches. These two species occur in Southeast China but have contrasting ecological preferences in terms of several environmental variables, notably altitude, although hybrids form where their distributions overlap. One or more robust tests detected signals of recent and/or ancient selection at two-thirds (17) of the 25 candidate genes, at varying evolutionary timescales, but only three of the 12 reference loci. The signals of recent selection were species specific, but signals of ancient selection were mostly shared by the two species likely because of the shared evolutionary history. FST outlier analysis identified six SNPs in five climate-related candidate genes under divergent selection between the two species. In addition, a total of 24 candidate SNPs representing nine candidate genes showed significant correlation with altitudinal divergence in the two species based on the covariance matrix of population history derived from reference SNPs. Genetic differentiation between these two species was higher at the candidate genes than at the reference loci. Moreover, analysis using the isolation-with-migration model indicated that gene flow between the species has been more restricted for climate-related candidate genes than the reference loci, in both directions. Taken together, our results suggest that species-specific and divergent climatic selection at the candidate genes might have counteracted interspecific gene flow and played a key role in the ecological divergence of these two closely related pine species.
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Affiliation(s)
- Yongfeng Zhou
- State Key Laboratory of Grassland Agro-Ecosystem, School of Life Science, Lanzhou University, Lanzhou, 730000, Gansu, China; Plant Genetics Group, Department of Biology, University of Oulu, 90014, Oulu, Finland
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45
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Miller CT, Glazer AM, Summers BR, Blackman BK, Norman AR, Shapiro MD, Cole BL, Peichel CL, Schluter D, Kingsley DM. Modular skeletal evolution in sticklebacks is controlled by additive and clustered quantitative trait Loci. Genetics 2014; 197:405-20. [PMID: 24652999 PMCID: PMC4012497 DOI: 10.1534/genetics.114.162420] [Citation(s) in RCA: 92] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2014] [Accepted: 02/22/2014] [Indexed: 11/18/2022] Open
Abstract
Understanding the genetic architecture of evolutionary change remains a long-standing goal in biology. In vertebrates, skeletal evolution has contributed greatly to adaptation in body form and function in response to changing ecological variables like diet and predation. Here we use genome-wide linkage mapping in threespine stickleback fish to investigate the genetic architecture of evolved changes in many armor and trophic traits. We identify >100 quantitative trait loci (QTL) controlling the pattern of serially repeating skeletal elements, including gill rakers, teeth, branchial bones, jaws, median fin spines, and vertebrae. We use this large collection of QTL to address long-standing questions about the anatomical specificity, genetic dominance, and genomic clustering of loci controlling skeletal differences in evolving populations. We find that most QTL (76%) that influence serially repeating skeletal elements have anatomically regional effects. In addition, most QTL (71%) have at least partially additive effects, regardless of whether the QTL controls evolved loss or gain of skeletal elements. Finally, many QTL with high LOD scores cluster on chromosomes 4, 20, and 21. These results identify a modular system that can control highly specific aspects of skeletal form. Because of the general additivity and genomic clustering of major QTL, concerted changes in both protective armor and trophic traits may occur when sticklebacks inherit either marine or freshwater alleles at linked or possible "supergene" regions of the stickleback genome. Further study of these regions will help identify the molecular basis of both modular and coordinated changes in the vertebrate skeleton.
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Affiliation(s)
- Craig T. Miller
- Molecular and Cell Biology Department, University of California, Berkeley, California 94720
- Department of Developmental Biology and Howard Hughes Medical Institute, Stanford University, Stanford, California 94305
| | - Andrew M. Glazer
- Molecular and Cell Biology Department, University of California, Berkeley, California 94720
| | - Brian R. Summers
- Department of Developmental Biology and Howard Hughes Medical Institute, Stanford University, Stanford, California 94305
| | - Benjamin K. Blackman
- Department of Developmental Biology and Howard Hughes Medical Institute, Stanford University, Stanford, California 94305
| | - Andrew R. Norman
- Department of Developmental Biology and Howard Hughes Medical Institute, Stanford University, Stanford, California 94305
| | - Michael D. Shapiro
- Department of Developmental Biology and Howard Hughes Medical Institute, Stanford University, Stanford, California 94305
| | - Bonnie L. Cole
- Department of Developmental Biology and Howard Hughes Medical Institute, Stanford University, Stanford, California 94305
| | - Catherine L. Peichel
- Department of Developmental Biology and Howard Hughes Medical Institute, Stanford University, Stanford, California 94305
| | - Dolph Schluter
- Department of Zoology, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
| | - David M. Kingsley
- Department of Developmental Biology and Howard Hughes Medical Institute, Stanford University, Stanford, California 94305
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46
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Abstract
Sexual selection has resulted in some of the most captivating features of insects, including flashy colors, bizarre structures, and complex pheromones. These features evolve in dynamic environments, where conditions can change rapidly over space and time. However, only recently has ecological complexity been embraced by theory and practice in sexual selection. We review replicated selection studies as well as studies on variation in the agents of selection to delineate gaps in current knowledge and clarify exciting new directions for research. Existing work suggests that fluctuations in sexual selection may be extremely common, though work on the ecological factors influencing these fluctuations is scarce. We suggest that deeper ecological perspectives on sexual selection may alter some of the fundamental assumptions of sexual selection theory and rapidly lead to new discoveries.
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Affiliation(s)
- Christine W Miller
- Department of Entomology and Nematology, University of Florida, Gainesville, Florida 32611;
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47
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Siepielski AM, Gotanda KM, Morrissey MB, Diamond SE, DiBattista JD, Carlson SM. The spatial patterns of directional phenotypic selection. Ecol Lett 2013; 16:1382-92. [DOI: 10.1111/ele.12174] [Citation(s) in RCA: 169] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2013] [Revised: 06/20/2013] [Accepted: 08/07/2013] [Indexed: 11/26/2022]
Affiliation(s)
- Adam M. Siepielski
- Department of Biology; University of San Diego; 5998 Alcala Park San Diego CA 92110 USA
| | - Kiyoko M. Gotanda
- Redpath Museum and Department of Biology; McGill University; 859 Sherbrooke Street West Montréal QC Canada H3A 0C4
| | - Michael B. Morrissey
- Dyers Brae House; School of Biology; University of St Andrews; St Andrews Fife KY16 9 TH UK
| | - Sarah E. Diamond
- Department of Biology; North Carolina State University; Campus Box 7617 Raleigh NC 27695 USA
| | - Joseph D. DiBattista
- Red Sea Research Center; King Abdullah University of Science and Technology; Bldg 2, Office 3216 Thuwal 23955-6900 Saudi Arabia
| | - Stephanie M. Carlson
- Department of Environmental Science, Policy, and Management; University of California; 130 Mulford Hall #3114 Berkeley CA 94720 USA
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Nakazato T, Rieseberg LH, Wood TE. The genetic basis of speciation in the Giliopsis lineage of Ipomopsis (Polemoniaceae). Heredity (Edinb) 2013; 111:227-37. [PMID: 23652565 DOI: 10.1038/hdy.2013.41] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2012] [Revised: 03/27/2013] [Accepted: 04/02/2013] [Indexed: 12/29/2022] Open
Abstract
One of the most powerful drivers of speciation in plants is pollinator-mediated disruptive selection, which leads to the divergence of floral traits adapted to the morphology and behavior of different pollinators. Despite the widespread importance of this speciation mechanism, its genetic basis has been explored in only a few groups. Here, we characterize the genetic basis of pollinator-mediated divergence of two species in genus Ipomopsis, I. guttata and I. tenuifolia, using quantitative trait locus (QTL) analyses of floral traits and other variable phenotypes. We detected one to six QTLs per trait, with each QTL generally explaining small to modest amounts of the phenotypic variance of a backcross hybrid population. In contrast, flowering time and anthocyanin abundance (a metric of color variation) were controlled by a few QTLs of relatively large effect. QTLs were strongly clustered within linkage groups, with 26 of 37 QTLs localized to six marker-interval 'hotspots,' all of which harbored pleiotropic QTLs. In contrast to other studies that have examined the genetic basis of pollinator shifts, our results indicate that, in general, mutations of small to modest effect on phenotype were involved. Thus, the evolutionary transition between the distinct pollination modes of I. guttata and I. tenuifolia likely proceeded incrementally, rather than saltationally.
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Affiliation(s)
- T Nakazato
- Department of Biological Sciences, University of Memphis, Memphis, TN, USA
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49
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Herbivory at marginal populations: Consequences for maternal fitness and vegetative differentiation. ACTA OECOLOGICA-INTERNATIONAL JOURNAL OF ECOLOGY 2013. [DOI: 10.1016/j.actao.2013.02.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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Cunningham CJ, Ruggerone GT, Quinn TP. Size selectivity of predation by brown bears depends on the density of their sockeye salmon prey. Am Nat 2013; 181:663-73. [PMID: 23594549 DOI: 10.1086/670026] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Can variation in prey density drive changes in the intensity or direction of selective predation in natural systems? Despite ample evidence of density-dependent selection, the influence of prey density on predatory selection patterns has seldom been investigated empirically. We used 20 years of field data on brown bears (Ursus arctos) foraging on sockeye salmon (Oncorhynchus nerka) in Alaska, to test the hypothesis that salmon density affects the strength of size-selective predation. Measurements from 41,240 individual salmon were used to calculate variance-standardized selection differentials describing the direction and magnitude of selection. Across the time series, the intensity of predatory selection was inversely correlated with salmon density; greater selection for smaller salmon occurred at low salmon densities as bears' tendency to kill larger-than-average salmon was magnified. This novel connection between density dependence and selective predation runs contrary to some aspects of optimal foraging theory and differs from many observations of density-dependent selection because (1) the direction of selection remains constant while its magnitude changes as a function of density and (2) stronger selection is observed at low abundance. These findings indicate that sockeye salmon may be subject to fishery-induced size selection from both direct mechanisms and latent effects of altered predatory selection patterns on the spawning grounds, resulting from reduced salmon abundance.
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Affiliation(s)
- Curry J Cunningham
- School of Aquatic and Fishery Sciences, Box 355020, University of Washington, Seattle, Washington 98195, USA.
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