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Lai WY, Nolte V, Jakšić AM, Schlötterer C. Evolution of Phenotypic Variance Provides Insights into the Genetic Basis of Adaptation. Genome Biol Evol 2024; 16:evae077. [PMID: 38620076 PMCID: PMC11057206 DOI: 10.1093/gbe/evae077] [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: 05/11/2023] [Revised: 03/27/2024] [Accepted: 04/02/2024] [Indexed: 04/17/2024] Open
Abstract
Most traits are polygenic, and the contributing loci can be identified by genome-wide association studies. The genetic basis of adaptation (adaptive architecture) is, however, difficult to characterize. Here, we propose to study the adaptive architecture of traits by monitoring the evolution of their phenotypic variance during adaptation to a new environment in well-defined laboratory conditions. Extensive computer simulations show that the evolution of phenotypic variance in a replicated experimental evolution setting can distinguish between oligogenic and polygenic adaptive architectures. We compared gene expression variance in male Drosophila simulans before and after 100 generations of adaptation to a novel hot environment. The variance change in gene expression was indistinguishable for genes with and without a significant change in mean expression after 100 generations of evolution. We suggest that the majority of adaptive gene expression evolution can be explained by a polygenic architecture. We propose that tracking the evolution of phenotypic variance across generations can provide an approach to characterize the adaptive architecture.
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Affiliation(s)
- Wei-Yun Lai
- Institut für Populationsgenetik, Vetmeduni Vienna, Vienna, Austria
- Vienna Graduate School of Population Genetics, Vetmeduni Vienna, Vienna, Austria
| | - Viola Nolte
- Institut für Populationsgenetik, Vetmeduni Vienna, Vienna, Austria
| | - Ana Marija Jakšić
- Institut für Populationsgenetik, Vetmeduni Vienna, Vienna, Austria
- Vienna Graduate School of Population Genetics, Vetmeduni Vienna, Vienna, Austria
- Present address: École polytechnique fédérale de Lausanne, Lausanne, Switzerland
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Ranathunge C, Wheeler GL, Chimahusky ME, Perkins AD, Pramod S, Welch ME. Transcribed microsatellite allele lengths are often correlated with gene expression in natural sunflower populations. Mol Ecol 2020; 29:1704-1716. [PMID: 32285554 DOI: 10.1111/mec.15440] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Revised: 03/15/2020] [Accepted: 04/02/2020] [Indexed: 12/23/2022]
Abstract
Microsatellites are common in genomes of most eukaryotic species. Due to their high mutability, an adaptive role for microsatellites has been considered. However, little is known concerning the contribution of microsatellites towards phenotypic variation. We used populations of the common sunflower (Helianthus annuus) at two latitudes to quantify the effect of microsatellite allele length on phenotype at the level of gene expression. We conducted a common garden experiment with seed collected from sunflower populations in Kansas and Oklahoma followed by an RNA-Seq experiment on 95 individuals. The effect of microsatellite allele length on gene expression was assessed across 3,325 microsatellites that could be consistently scored. Our study revealed 479 microsatellites at which allele length significantly correlates with gene expression (eSTRs). When irregular allele sizes not conforming to the motif length were removed, the number of eSTRs rose to 2,379. The percentage of variation in gene expression explained by eSTRs ranged from 1%-86% when controlling for population and allele-by-population interaction effects at the 479 eSTRs. Of these eSTRs, 70.4% are in untranslated regions (UTRs). A gene ontology (GO) analysis revealed that eSTRs are significantly enriched for GO terms associated with cis- and trans-regulatory processes. Our findings suggest that a substantial number of transcribed microsatellites can influence gene expression.
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Affiliation(s)
- Chathurani Ranathunge
- Department of Biological Sciences, Mississippi State University, Starkville, MS, USA
| | - Gregory L Wheeler
- Department of Biological Sciences, Mississippi State University, Starkville, MS, USA
| | - Melody E Chimahusky
- Department of Biological Sciences, Mississippi State University, Starkville, MS, USA
| | - Andy D Perkins
- Department of Computer Science and Engineering, Mississippi State University, Starkville, MS, USA
| | - Sreepriya Pramod
- Department of Biological Sciences, Mississippi State University, Starkville, MS, USA
| | - Mark E Welch
- Department of Biological Sciences, Mississippi State University, Starkville, MS, USA
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Tufto J. Domestication and fitness in the wild: A multivariate view. Evolution 2017; 71:2262-2270. [DOI: 10.1111/evo.13307] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2016] [Revised: 06/30/2017] [Accepted: 07/01/2017] [Indexed: 01/27/2023]
Affiliation(s)
- Jarle Tufto
- Centre for Biodiversity Dynamics/Department of Mathematical Sciences; Norwegian University of Science and Technology; 7491 Trondheim Norway
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Gromko MH, Briot A, Jensen SC, Fukui HH. SELECTION ON COPULATION DURATION IN DROSOPHILA MELANOGASTER: PREDICTABILITY OF DIRECT RESPONSE VERSUS UNPREDICTABILITY OF CORRELATED RESPONSE. Evolution 2017; 45:69-81. [PMID: 28564066 DOI: 10.1111/j.1558-5646.1991.tb05267.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/1989] [Accepted: 05/30/1990] [Indexed: 11/27/2022]
Abstract
Estimates of heritabilities and genetic correlations for seven reproductive attributes had previously been obtained from parent-offspring regression (Gromko, 1987, 1989). Copulation duration was shown to have a heritability of 0.23 and to be genetically correlated with courtship vigor (rA = -0.41) and with fertility (rA = 0.27). These observations form the basis for the prediction of direct and correlated responses to selection for increased and decreased copulation duration, which are reported here. The direct response corresponded closely to prediction, but the correlated responses did not provide consistent qualitative fit. A hypothesis is proposed to explain this difference in predictability of direct and correlated response to selection. The major postulate is that the different polygenes involved in the direct response to selection for copulation duration have different pleiotropic effects.
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Affiliation(s)
- Mark H Gromko
- Department of Biological Sciences, Bowling Green State University, Bowling Green, OH, 43403, USA
| | - Amy Briot
- Department of Biological Sciences, Bowling Green State University, Bowling Green, OH, 43403, USA
| | - Susan C Jensen
- Department of Biological Sciences, Bowling Green State University, Bowling Green, OH, 43403, USA
| | - H Hank Fukui
- Department of Biological Sciences, Bowling Green State University, Bowling Green, OH, 43403, USA
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Durand E, Tenaillon MI, Raffoux X, Thépot S, Falque M, Jamin P, Bourgais A, Ressayre A, Dillmann C. Dearth of polymorphism associated with a sustained response to selection for flowering time in maize. BMC Evol Biol 2015; 15:103. [PMID: 26049736 PMCID: PMC4458035 DOI: 10.1186/s12862-015-0382-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Accepted: 05/18/2015] [Indexed: 12/25/2022] Open
Abstract
Background Long term selection experiments bring unique insights on the genetic architecture of quantitative traits and their evolvability. Indeed, they are utilized to (i) monitor changes in allele frequencies and assess the effects of genomic regions involved traits determinism; (ii) evaluate the role of standing variation versus new mutations during adaptation; (iii) investigate the contribution of non allelic interactions. Here we describe genetic and phenotypic evolution of two independent Divergent Selection Experiments (DSEs) for flowering time conducted during 16 years from two early maize inbred lines. Results Our experimental design uses selfing as the mating system and small population sizes, so that two independent families evolved within each population, Late and Early. Observed patterns are strikingly similar between the two DSEs. We observed a significant response to selection in both directions during the first 7 generations of selection. Within Early families, the response is linear through 16 generations, consistent with the maintenance of genetic variance. Within Late families and despite maintenance of significant genetic variation across 17 generations, the response to selection reached a plateau after 7 generations. This plateau is likely caused by physiological limits. Residual heterozygosity in the initial inbreds can partly explain the observed responses as evidenced by 42 markers derived from both Methyl-Sensitive Amplification- and Amplified Fragment Length- Polymorphisms. Among the 42, a subset of 13 markers most of which are in high linkage disequilibrium, display a strong association with flowering time variation. Their fast fixation throughout DSEs’ pedigrees results in strong genetic differentiation between populations and families. Conclusions Our results reveal a paradox between the sustainability of the response to selection and the associated dearth of polymorphisms. Among other hypotheses, we discuss the maintenance of heritable variation by few mutations with strong epistatic interactions whose effects are modified by continuous changes of the genetic background through time. Electronic supplementary material The online version of this article (doi:10.1186/s12862-015-0382-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Eleonore Durand
- INRA, Ferme du Moulon, Gif sur Yvette, 91190, France. .,CNRS, Ferme du Moulon, Gif sur Yvette, 91190, France.
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Marty L, Dieckmann U, Ernande B. Fisheries-induced neutral and adaptive evolution in exploited fish populations and consequences for their adaptive potential. Evol Appl 2015; 8:47-63. [PMID: 25667602 PMCID: PMC4310581 DOI: 10.1111/eva.12220] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2013] [Accepted: 08/28/2014] [Indexed: 02/01/2023] Open
Abstract
Fishing may induce neutral and adaptive evolution affecting life-history traits, and molecular evidence has shown that neutral genetic diversity has declined in some exploited populations. Here, we theoretically study the interplay between neutral and adaptive evolution caused by fishing. An individual-based eco-genetic model is devised that includes neutral and functional loci in a realistic ecological setting. In line with theoretical expectations, we find that fishing induces evolution towards slow growth, early maturation at small size and higher reproductive investment. We show, first, that the choice of genetic model (based on either quantitative genetics or gametic inheritance) influences the evolutionary recovery of traits after fishing ceases. Second, we analyse the influence of three factors possibly involved in the lack of evolutionary recovery: the strength of selection, the effect of genetic drift and the loss of adaptive potential. We find that evolutionary recovery is hampered by an association of weak selection differentials with reduced additive genetic variances. Third, the contribution of fisheries-induced selection to the erosion of functional genetic diversity clearly dominates that of genetic drift only for the traits related to maturation. Together, our results highlight the importance of taking into account population genetic variability in predictions of eco-evolutionary dynamics.
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Affiliation(s)
- Lise Marty
- IFREMER, Laboratoire Ressources Halieutiques, Unité Halieutique Manche-Mer du NordBoulogne-sur-mer, France
| | - Ulf Dieckmann
- IIASA, Evolution and Ecology ProgramLaxenburg, Austria
| | - Bruno Ernande
- IFREMER, Laboratoire Ressources Halieutiques, Unité Halieutique Manche-Mer du NordBoulogne-sur-mer, France
- IIASA, Evolution and Ecology ProgramLaxenburg, Austria
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Palmer AA, McKinnon CS, Bergstrom HC, Phillips TJ. Locomotor activity responses to ethanol, other alcohols, and GABA-A acting compounds in forward- and reverse-selected FAST and SLOW mouse lines. Behav Neurosci 2002; 116:958-67. [PMID: 12492294 DOI: 10.1037/0735-7044.116.6.958] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Mice selectively bred for high (FAST) or low (SLOW) locomotor stimulant response to ethanol have been found to differ in response to drugs with gamma-aminobutyric acid (GABA)-ergic actions. Reverse selection produced lines that are similar in sensitivity to ethanol stimulation (r-FAST and r-SLOW) and provided a unique model for testing hypotheses about shared genetic influence on sensitivity to ethanol and GABAergic drugs. FAST mice were more stimulated than SLOW mice by all drugs tested: ethanol, methanol, n-propanol, t-butanol, pentobarbital, diazepam, and allopregnanolone. In contrast, r-FAST and r-SLOW mice differed in sensitivity to only a few isolated drug doses. Locomotor responses of each reverse-selected line were significantly different from the responses of their respective forward-selected line for all drugs. Results support an effect of selection for ethanol sensitivity on allosteric modulation of the GABA-A receptor.
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Forward, Relaxed, and Reverse Selection for Reduced and Enhanced Sensitivity to Ethanol???s Locomotor Stimulant Effects in Mice. Alcohol Clin Exp Res 2002. [DOI: 10.1097/00000374-200205000-00002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Phillips TJ, Shen EH, McKinnon CS, Burkhart-Kasch S, Lessov CN, Palmer AA. Forward, Relaxed, and Reverse Selection for Reduced and Enhanced Sensitivity to Ethanol's Locomotor Stimulant Effects in Mice. Alcohol Clin Exp Res 2002. [DOI: 10.1111/j.1530-0277.2002.tb02580.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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