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Abstract
Even if a species' phenotype does not change over evolutionary time, the underlying mechanism may change, as distinct molecular pathways can realize identical phenotypes. Here we use linear system theory to explore the consequences of this idea, describing how a gene network underlying a conserved phenotype evolves, as the genetic drift of small changes to these molecular pathways causes a population to explore the set of mechanisms with identical phenotypes. To do this, we model an organism's internal state as a linear system of differential equations for which the environment provides input and the phenotype is the output, in which context there exists an exact characterization of the set of all mechanisms that give the same input-output relationship. This characterization implies that selectively neutral directions in genotype space should be common and that the evolutionary exploration of these distinct but equivalent mechanisms can lead to the reproductive incompatibility of independently evolving populations. This evolutionary exploration, or system drift, is expected to proceed at a rate proportional to the amount of intrapopulation genetic variation divided by the effective population size ( Ne$N_e$ ). At biologically reasonable parameter values this could lead to substantial interpopulation incompatibility, and thus speciation, on a time scale of Ne$N_e$ generations. This model also naturally predicts Haldane's rule, thus providing a concrete explanation of why heterogametic hybrids tend to be disrupted more often than homogametes during the early stages of speciation.
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Affiliation(s)
- Joshua S. Schiffman
- New York Genome CenterNew YorkNew York 10013,Weill Cornell MedicineNew YorkNew York 10065,Department of Molecular and Computational BiologyUniversity of Southern CaliforniaLos AngelesCalifornia 90089
| | - Peter L. Ralph
- Department of Molecular and Computational BiologyUniversity of Southern CaliforniaLos AngelesCalifornia 90089,Department of Mathematics, Institute of Ecology and EvolutionUniversity of OregonEugeneOregon 97403,Department of Biology, Institute of Ecology and EvolutionUniversity of OregonEugeneOregon 97403
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2
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Miller AK, Westlake CS, Cross KL, Leigh BA, Bordenstein SR. The microbiome impacts host hybridization and speciation. PLoS Biol 2021; 19:e3001417. [PMID: 34699520 PMCID: PMC8547693 DOI: 10.1371/journal.pbio.3001417] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Microbial symbiosis and speciation profoundly shape the composition of life's biodiversity. Despite the enormous contributions of these two fields to the foundations of modern biology, there is a vast and exciting frontier ahead for research, literature, and conferences to address the neglected prospects of merging their study. Here, we survey and synthesize exemplar cases of how endosymbionts and microbial communities affect animal hybridization and vice versa. We conclude that though the number of case studies remain nascent, the wide-ranging types of animals, microbes, and isolation barriers impacted by hybridization will likely prove general and a major new phase of study that includes the microbiome as part of the functional whole contributing to reproductive isolation. Though microorganisms were proposed to impact animal speciation a century ago, the weight of the evidence supporting this view has now reached a tipping point.
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Affiliation(s)
- Asia K. Miller
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt University, Vanderbilt Microbiome Innovation Center, Nashville, Tennessee, United States of America
| | - Camille S. Westlake
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt University, Vanderbilt Microbiome Innovation Center, Nashville, Tennessee, United States of America
| | - Karissa L. Cross
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt University, Vanderbilt Microbiome Innovation Center, Nashville, Tennessee, United States of America
| | - Brittany A. Leigh
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt University, Vanderbilt Microbiome Innovation Center, Nashville, Tennessee, United States of America
| | - Seth R. Bordenstein
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt University, Vanderbilt Microbiome Innovation Center, Nashville, Tennessee, United States of America
- Vanderbilt University Medical Center, Vanderbilt Institute for Infection, Immunology and Inflammation, Nashville, Tennessee, United States of America
- Vanderbilt University Medical Center, Department of Pathology, Microbiology & Immunology, Nashville, Tennessee, United States of America
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3
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Peluffo AE, Hamdani M, Vargas‐Valderrama A, David JR, Mallard F, Graner F, Courtier‐Orgogozo V. A morphological trait involved in reproductive isolation between Drosophila sister species is sensitive to temperature. Ecol Evol 2021; 11:7492-7506. [PMID: 34188829 PMCID: PMC8216934 DOI: 10.1002/ece3.7580] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 03/24/2021] [Accepted: 03/30/2021] [Indexed: 11/18/2022] Open
Abstract
Male genitalia are usually extremely divergent between closely related species, but relatively constant within one species. Here we examine the effect of temperature on the shape of the ventral branches, a male genital structure involved in reproductive isolation, in the sister species Drosophila santomea and Drosophila yakuba. We designed a semi-automatic measurement machine learning pipeline that can reliably identify curvatures and landmarks based on manually digitized contours of the ventral branches. With this method, we observed that temperature does not affect ventral branches in D. yakuba but that in D. santomea ventral branches tend to morph into a D. yakuba-like shape at lower temperature. We found that male genitalia structures involved in reproductive isolation can be relatively variable within one species and can resemble the shape of closely related species' genitalia through plasticity to temperature. Our results suggest that reproductive isolation mechanisms can be dependent on the environmental context.
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Affiliation(s)
| | | | | | - Jean R. David
- Institut Systématique Evolution Biodiversité (ISYEB)CNRSMNHNSorbonne UniversitéEPHEParisFrance
- Laboratoire Evolution, Génomes, Comportement, Biodiversité (EGCE)CNRSIRDUniv. Paris‐sudUniversité Paris‐SaclayGif‐sur‐YvetteFrance
| | - François Mallard
- Institut de Biologie de l’École Normale SupérieureCNRS UMR 8197PSL Research UniversityParisFrance
| | - François Graner
- Matière et Systèmes ComplexesCNRS UMR 7057Univ. de ParisParisFrance
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Khatri BS, Goldstein RA. Biophysics and population size constrains speciation in an evolutionary model of developmental system drift. PLoS Comput Biol 2019; 15:e1007177. [PMID: 31335870 PMCID: PMC6677325 DOI: 10.1371/journal.pcbi.1007177] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 08/02/2019] [Accepted: 06/13/2019] [Indexed: 02/06/2023] Open
Abstract
Developmental system drift is a likely mechanism for the origin of hybrid incompatibilities between closely related species. We examine here the detailed mechanistic basis of hybrid incompatibilities between two allopatric lineages, for a genotype-phenotype map of developmental system drift under stabilising selection, where an organismal phenotype is conserved, but the underlying molecular phenotypes and genotype can drift. This leads to number of emergent phenomenon not obtainable by modelling genotype or phenotype alone. Our results show that: 1) speciation is more rapid at smaller population sizes with a characteristic, Orr-like, power law, but at large population sizes slow, characterised by a sub-diffusive growth law; 2) the molecular phenotypes under weakest selection contribute to the earliest incompatibilities; and 3) pair-wise incompatibilities dominate over higher order, contrary to previous predictions that the latter should dominate. The population size effect we find is consistent with previous results on allopatric divergence of transcription factor-DNA binding, where smaller populations have common ancestors with a larger drift load because genetic drift favours phenotypes which have a larger number of genotypes (higher sequence entropy) over more fit phenotypes which have far fewer genotypes; this means less substitutions are required in either lineage before incompatibilities arise. Overall, our results indicate that biophysics and population size provide a much stronger constraint to speciation than suggested by previous models, and point to a general mechanistic principle of how incompatibilities arise the under stabilising selection for an organismal phenotype. The process of speciation is of fundamental importance to the field of evolution as it is intimately connected to understanding the immense bio-diversity of life. There is still relatively little understanding of the underlying genetic mechanisms that give rise to hybrid incompatibilities with results suggesting that divergence in transcription factor DNA binding and gene expression play an important role. A key finding from the field of evo-devo is that organismal phenotypes show developmental system drift, where species maintain the same phenotype, but diverge in developmental pathways; this is an important potential source of hybrid incompatibilities. Here, we explore a theoretical framework to understand how incompatibilities arise due to developmental system drift, using a tractable biophysically inspired genotype-phenotype for spatial gene expression. Modelling the evolution of phenotypes in this way has the key advantage that it mirrors how selection works in nature, i.e. that selection acts on phenotypes, but variation (mutation) arise at the level of genotypes. This results, as we demonstrate, in a number of non-trivial and testable predictions concerning speciation due to developmental system drift, which would not be obtainable by modelling evolution of genotypes or phenotypes alone.
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Affiliation(s)
| | - Richard A. Goldstein
- Division of Infection & Immunity, University College London, London, United Kingdom
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5
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Miller CJJ, Matute DR. The Effect of Temperature on Drosophila Hybrid Fitness. G3 (BETHESDA, MD.) 2017; 7:377-385. [PMID: 27913636 PMCID: PMC5295587 DOI: 10.1534/g3.116.034926] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Accepted: 11/09/2016] [Indexed: 01/05/2023]
Abstract
Mechanisms of reproductive isolation inhibit gene flow between species and can be broadly sorted into two categories: prezygotic and postzygotic. While comparative studies suggest that prezygotic barriers tend to evolve first, postzygotic barriers are crucial for maintaining species boundaries and impeding gene flow that might otherwise cause incipient species to merge. Most, but not all, postzygotic barriers result from genetic incompatibilities between two or more loci from different species, and occur due to divergent evolution in allopatry. Hybrid defects result from improper allelic interactions between these loci. While some postzygotic barriers are environmentally-independent, the magnitude of others has been shown to vary in penetrance depending on environmental factors. We crossed Drosophila melanogaster mutants to two other species, D. simulans and D. santomea, and collected fitness data of the hybrids at two different temperatures. Our goal was to examine the effect of temperature on recessive incompatibility alleles in their genomes. We found that temperature has a stronger effect on the penetrance of recessive incompatibility alleles in the D. simulans genome than on those in the D. santomea genome. These results suggest that the penetrance of hybrid incompatibilities can be strongly affected by environmental context, and that the magnitude of such gene-by-environment interactions can be contingent on the genotype of the hybrid.
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Affiliation(s)
- Charles J J Miller
- Biology Department, University of North Carolina, Chapel Hill, North Carolina 27510
| | - Daniel R Matute
- Biology Department, University of North Carolina, Chapel Hill, North Carolina 27510
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Saulsberry A, Pinchas M, Noll A, Lynch JA, Bordenstein SR, Brucker RM. Establishment of F1 hybrid mortality in real time. BMC Evol Biol 2017; 17:37. [PMID: 28125957 PMCID: PMC5270250 DOI: 10.1186/s12862-017-0879-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2016] [Accepted: 01/10/2017] [Indexed: 11/25/2022] Open
Abstract
Background Measuring the evolutionary rate of reproductive isolation is essential to understanding how new species form. Tempo calculations typically rely on fossil records, geological events, and molecular evolution analyses. The speed at which genetically-based hybrid mortality arises, or the “incompatibility clock”, is estimated to be millions of years in various diploid organisms and is poorly understood in general. Owing to these extended timeframes, seldom do biologists observe the evolution of hybrid mortality in real time. Results Here we report the very recent spread and fixation of complete asymmetric F1 hybrid mortality within eight years of laboratory maintenance in the insect model Nasonia. The asymmetric interspecific hybrid mortality evolved in an isogenic stock line of N. longicornis and occurs in crosses to N. vitripennis males. The resulting diploid hybrids exhibit complete failure in dorsal closure during embryogenesis. Conclusion These results comprise a unique case whereby a strong asymmetrical isolation barrier evolved in real time. The spread of this reproductive isolation barrier notably occurred in a small laboratory stock subject to recurrent bottlenecks.
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Affiliation(s)
- Ashley Saulsberry
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, 37235, USA.,Present Address: Department of Biology, University of Utah, Salt Lake City, UT, 84112, USA
| | - Marisa Pinchas
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, 37235, USA.,Present Address: Children's Hospital Los Angeles, Los Angeles, CA, 90027, USA
| | - Aaron Noll
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, 37235, USA
| | - Jeremy A Lynch
- Department of Biological Sciences, University of Illinois at Chicago, Chicago, USA
| | - Seth R Bordenstein
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, 37235, USA. .,Department of Pathology, Microbiology, and Immunology, Vanderbilt University, Nashville, TN, 37235, USA.
| | - Robert M Brucker
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, 37235, USA. .,The Rowland Institute at Harvard University, Harvard University, 100 Edwin H. Land Blvd, Cambridge, MA, 02142, USA.
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Turissini DA, Liu G, David JR, Matute DR. The evolution of reproductive isolation in the Drosophila yakuba complex of species. J Evol Biol 2016; 28:557-75. [PMID: 25611516 DOI: 10.1111/jeb.12588] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2014] [Accepted: 01/15/2015] [Indexed: 01/31/2023]
Abstract
In the Drosophila melanogaster subgroup, the yakuba species complex, D. yakuba, D. santomea and D. teissieri have identical mitochondrial genomes in spite of nuclear differentiation. The first two species can be readily hybridized in the laboratory and produce fertile females and sterile males. They also form hybrids in natural conditions. Nonetheless, the third species, D. teissieri, was thought to be unable to produce hybrids with either D. yakuba or D. santomea. This in turn posed the conundrum of why the three species shared a single mitochondrial genome. In this report, we show that D. teissieri can indeed hybridize with both D. yakuba and D. santomea. The resulting female hybrids from both crosses are fertile, whereas the hybrid males are sterile. We also characterize six isolating mechanisms that might be involved in keeping the three species apart. Our results open the possibility of studying the history of introgression in the yakuba species complex and dissecting the genetic basis of interspecific differences between these three species by genetic mapping.
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Affiliation(s)
- D A Turissini
- Biology Department, University of North Carolina, Chapel Hill, NC, USA
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Simple Biophysical Model Predicts Faster Accumulation of Hybrid Incompatibilities in Small Populations Under Stabilizing Selection. Genetics 2015; 201:1525-37. [PMID: 26434721 PMCID: PMC4676520 DOI: 10.1534/genetics.115.181685] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2015] [Accepted: 09/23/2015] [Indexed: 01/07/2023] Open
Abstract
Speciation is fundamental to the process of generating the huge diversity of life on Earth. However, we are yet to have a clear understanding of its molecular-genetic basis. Here, we examine a computational model of reproductive isolation that explicitly incorporates a map from genotype to phenotype based on the biophysics of protein–DNA binding. In particular, we model the binding of a protein transcription factor to a DNA binding site and how their independent coevolution, in a stabilizing fitness landscape, of two allopatric lineages leads to incompatibilities. Complementing our previous coarse-grained theoretical results, our simulations give a new prediction for the monomorphic regime of evolution that smaller populations should develop incompatibilities more quickly. This arises as (1) smaller populations have a greater initial drift load, as there are more sequences that bind poorly than well, so fewer substitutions are needed to reach incompatible regions of phenotype space, and (2) slower divergence when the population size is larger than the inverse of discrete differences in fitness. Further, we find longer sequences develop incompatibilities more quickly at small population sizes, but more slowly at large population sizes. The biophysical model thus represents a robust mechanism of rapid reproductive isolation for small populations and large sequences that does not require peak shifts or positive selection. Finally, we show that the growth of DMIs with time is quadratic for small populations, agreeing with Orr’s model, but nonpower law for large populations, with a form consistent with our previous theoretical results.
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Gavin-Smyth J, Ferguson EL. zen and the art of phenotypic maintenance: canalization of embryonic dorsal-ventral patterning in Drosophila. Fly (Austin) 2014; 8:170-5. [PMID: 25482877 PMCID: PMC4594538 DOI: 10.4161/19336934.2014.983385] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
We recently uncovered a novel genetic mechanism that generates the phenotypic uniformity, or canalization, of BMP signaling and cell fate specification during patterning of the dorsal-ventral (D/V) axis in D. melanogaster embryos. We went on to show that other wild-type Drosophila species lack this canalizing genetic circuitry and, consequently, have non-robust D/V patterning. In this review, we propose molecular mechanisms that may give rise to stereotyped BMP signaling, and we identify an additional species that could have decanalized D/V patterning. Extension of these analyses could in turn help explain why canalization is not a universal necessity for species survival.
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Key Words
- BMP signaling
- BMP, Bone Morphogenetic Protein
- Cv-2, crossveinless-2
- D, Drosophila
- D/V, dorsal-ventral
- Dpp, Decapentaplegic
- Drosophila species
- Egr, eiger
- JNK, Jun N-terminal Kinase
- Mad, Mothers against dpp
- PWM, Position Weight Matrix
- Sog, Short Gastrulation
- Tkv, Thickveins
- Tld, Tolloid
- Tsg, Twisted Gastrulation
- VRE, Ventral Repression Element
- Zelda
- Zen, zerknüllt
- canalization
- dorsal-ventral patterning
- pMad, phosphorylated Mad
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Affiliation(s)
- Jackie Gavin-Smyth
- a Department of Molecular Genetics and Cell Biology ; University of Chicago ; Chicago , IL USA
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Matute DR, Gavin-Smyth J. Fine mapping of dominant X-linked incompatibility alleles in Drosophila hybrids. PLoS Genet 2014; 10:e1004270. [PMID: 24743238 PMCID: PMC3990725 DOI: 10.1371/journal.pgen.1004270] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2013] [Accepted: 02/12/2014] [Indexed: 11/18/2022] Open
Abstract
Sex chromosomes have a large effect on reproductive isolation and play an important role in hybrid inviability. In Drosophila hybrids, X-linked genes have pronounced deleterious effects on fitness in male hybrids, which have only one X chromosome. Several studies have succeeded at locating and identifying recessive X-linked alleles involved in hybrid inviability. Nonetheless, the density of dominant X-linked alleles involved in interspecific hybrid viability remains largely unknown. In this report, we study the effects of a panel of small fragments of the D. melanogaster X-chromosome carried on the D. melanogaster Y-chromosome in three kinds of hybrid males: D. melanogaster/D. santomea, D. melanogaster/D. simulans and D. melanogaster/D. mauritiana. D. santomea and D. melanogaster diverged over 10 million years ago, while D. simulans (and D. mauritiana) diverged from D. melanogaster over 3 million years ago. We find that the X-chromosome from D. melanogaster carries dominant alleles that are lethal in mel/san, mel/sim, and mel/mau hybrids, and more of these alleles are revealed in the most divergent cross. We then compare these effects on hybrid viability with two D. melanogaster intraspecific crosses. Unlike the interspecific crosses, we found no X-linked alleles that cause lethality in intraspecific crosses. Our results reveal the existence of dominant alleles on the X-chromosome of D. melanogaster which cause lethality in three different interspecific hybrids. These alleles only cause inviability in hybrid males, yet have little effect in hybrid females. This suggests that X-linked elements that cause hybrid inviability in males might not do so in hybrid females due to differing sex chromosome interactions.
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Affiliation(s)
- Daniel R. Matute
- Department of Human Genetics, The University of Chicago, Chicago, Illinois, United States of America
- The Chicago Fellows Program, The University of Chicago, Chicago, Illinois, United States of America
| | - Jackie Gavin-Smyth
- The Chicago Fellows Program, The University of Chicago, Chicago, Illinois, United States of America
- Ecology and Evolution, The University of Chicago, Chicago, Illinois, United States of America
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