1
|
Maulana MI, Riksen JAG, Snoek BL, Kammenga JE, Sterken MG. The genetic architecture underlying body-size traits plasticity over different temperatures and developmental stages in Caenorhabditis elegans. Heredity (Edinb) 2022; 128:313-324. [PMID: 35383317 PMCID: PMC9076863 DOI: 10.1038/s41437-022-00528-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 03/15/2022] [Accepted: 03/17/2022] [Indexed: 01/25/2023] Open
Abstract
Most ectotherms obey the temperature-size rule, meaning they grow larger in a colder environment. This raises the question of how the interplay between genes and temperature affects the body size of ectotherms. Despite the growing body of literature on the physiological life-history and molecular genetic mechanism underlying the temperature-size rule, the overall genetic architecture orchestrating this complex phenotype is not yet fully understood. One approach to identify genetic regulators of complex phenotypes is quantitative trait locus (QTL) mapping. Here, we explore the genetic architecture of body-size phenotypes, and plasticity of body-size phenotypes at different temperatures using Caenorhabditis elegans as a model ectotherm. We used 40 recombinant inbred lines (RILs) derived from N2 and CB4856, which were reared at four different temperatures (16, 20, 24, and 26 °C) and measured at two developmental stages (L4 and adult). The animals were measured for body length, width at vulva, body volume, length/width ratio, and seven other body-size traits. The genetically diverse RILs varied in their body-size phenotypes with heritabilities ranging from 0.0 to 0.99. We detected 18 QTL underlying the body-size traits across all treatment combinations, with the majority clustering on Chromosome X. We hypothesize that the Chromosome X QTL could result from a known pleiotropic regulator-npr-1-known to affect the body size of C. elegans through behavioral changes. We also found five plasticity QTL of body-size traits where three colocalized with body-size QTL. In conclusion, our findings shed more light on multiple loci affecting body-size plasticity and the possibility of co-regulation of traits and traits plasticity by the same loci under different environments.
Collapse
Affiliation(s)
- Muhammad I Maulana
- Laboratory of Nematology, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Joost A G Riksen
- Laboratory of Nematology, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Basten L Snoek
- Laboratory of Nematology, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
- Theoretical Biology and Bioinformatics, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands
| | - Jan E Kammenga
- Laboratory of Nematology, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands.
| | - Mark G Sterken
- Laboratory of Nematology, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands.
| |
Collapse
|
2
|
Bailey NW, Desjonquères C, Drago A, Rayner JG, Sturiale SL, Zhang X. A neglected conceptual problem regarding phenotypic plasticity's role in adaptive evolution: The importance of genetic covariance and social drive. Evol Lett 2021; 5:444-457. [PMID: 34621532 PMCID: PMC8484725 DOI: 10.1002/evl3.251] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 07/12/2021] [Accepted: 07/19/2021] [Indexed: 01/16/2023] Open
Abstract
There is tantalizing evidence that phenotypic plasticity can buffer novel, adaptive genetic variants long enough to permit their evolutionary spread, and this process is often invoked in explanations for rapid adaptive evolution. However, the strength and generality of evidence for it is controversial. We identify a conceptual problem affecting this debate: recombination, segregation, and independent assortment are expected to quickly sever associations between genes controlling novel adaptations and genes contributing to trait plasticity that facilitates the novel adaptations by reducing their indirect fitness costs. To make clearer predictions about this role of plasticity in facilitating genetic adaptation, we describe a testable genetic mechanism that resolves the problem: genetic covariance between new adaptive variants and trait plasticity that facilitates their persistence within populations. We identify genetic architectures that might lead to such a covariance, including genetic coupling via physical linkage and pleiotropy, and illustrate the consequences for adaptation rates using numerical simulations. Such genetic covariances may also arise from the social environment, and we suggest the indirect genetic effects that result could further accentuate the process of adaptation. We call the latter mechanism of adaptation social drive, and identify methods to test it. We suggest that genetic coupling of plasticity and adaptations could promote unusually rapid ‘runaway’ evolution of novel adaptations. The resultant dynamics could facilitate evolutionary rescue, adaptive radiations, the origin of novelties, and other commonly studied processes.
Collapse
Affiliation(s)
- Nathan W Bailey
- School of Biology University of St Andrews St Andrews KY16 9TH United Kingdom
| | - Camille Desjonquères
- School of Biology University of St Andrews St Andrews KY16 9TH United Kingdom.,Department of Biological Sciences University of Wisconsin-Milwaukee Milwaukee Wisconsin 53201
| | - Ana Drago
- School of Biology University of St Andrews St Andrews KY16 9TH United Kingdom
| | - Jack G Rayner
- School of Biology University of St Andrews St Andrews KY16 9TH United Kingdom
| | - Samantha L Sturiale
- School of Biology University of St Andrews St Andrews KY16 9TH United Kingdom.,Current Address: Department of Biology Georgetown University Washington DC 20057
| | - Xiao Zhang
- School of Biology University of St Andrews St Andrews KY16 9TH United Kingdom
| |
Collapse
|
3
|
Mallard F, Le Bourlot V, Le Coeur C, Avnaim M, Péronnet R, Claessen D, Tully T. From individuals to populations: How intraspecific competition shapes thermal reaction norms. Funct Ecol 2020. [DOI: 10.1111/1365-2435.13516] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- François Mallard
- Sorbonne Université UPEC, CNRS, IRD, INRAInstitut d'écologie et des sciences de l'environnementIEES F-75005Paris France
- Institut de Biologie de l'ENS (IBENS) Ecole Normale Supérieure Paris France
| | - Vincent Le Bourlot
- Institut de Biologie de l'ENS (IBENS) Ecole Normale Supérieure Paris France
| | - Christie Le Coeur
- Sorbonne Université UPEC, CNRS, IRD, INRAInstitut d'écologie et des sciences de l'environnementIEES F-75005Paris France
- Department of Biosciences Centre for Ecological and Evolutionary Synthesis (CEES) University of Oslo Oslo Norway
| | - Monique Avnaim
- Sorbonne Université UPEC, CNRS, IRD, INRAInstitut d'écologie et des sciences de l'environnementIEES F-75005Paris France
| | - Romain Péronnet
- Sorbonne Université UPEC, CNRS, IRD, INRAInstitut d'écologie et des sciences de l'environnementIEES F-75005Paris France
| | - David Claessen
- Institut de Biologie de l'ENS (IBENS) Ecole Normale Supérieure Paris France
| | - Thomas Tully
- Sorbonne Université UPEC, CNRS, IRD, INRAInstitut d'écologie et des sciences de l'environnementIEES F-75005Paris France
| |
Collapse
|
4
|
Ørsted M, Hoffmann AA, Rohde PD, Sørensen P, Kristensen TN. Strong impact of thermal environment on the quantitative genetic basis of a key stress tolerance trait. Heredity (Edinb) 2018; 122:315-325. [PMID: 30050062 DOI: 10.1038/s41437-018-0117-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 06/20/2018] [Accepted: 06/21/2018] [Indexed: 12/16/2022] Open
Abstract
Most organisms experience variable and sometimes suboptimal environments in their lifetime. While stressful environmental conditions are normally viewed as a strong selective force, they can also impact directly on the genetic basis of traits such as through environment-dependent gene action. Here, we used the Drosophila melanogaster Genetic Reference Panel to investigate the impact of developmental temperature on variance components and evolutionary potential of cold tolerance. We reared 166 lines at five temperatures and assessed cold tolerance of adult male flies from each line and environment. We show (1) that the expression of genetic variation for cold tolerance is highly dependent on developmental temperature, (2) that the genetic correlation of cold tolerance between environments decreases as developmental temperatures become more distinct, (3) that the correlation between cold tolerance at individual developmental temperatures and plasticity for cold tolerance differs across developmental temperatures, and even switches sign across the thermal developmental gradient, and (4) that evolvability decrease with increasing developmental temperatures. Our results show that the quantitative genetic basis of low temperature tolerance is environment specific. This conclusion is important for the understanding of evolution in variable thermal environments and for designing experiments aimed at pinpointing candidate genes and performing functional analyses of thermal resistance.
Collapse
Affiliation(s)
- Michael Ørsted
- Department of Chemistry and Bioscience, Section of Biology and Environmental Science, Aalborg University, Aalborg E, 9220, Denmark. .,Department of Bioscience, Section of Genetics, Ecology and Evolution, Aarhus University, Aarhus C, 8000, Denmark.
| | - Ary Anthony Hoffmann
- Department of Chemistry and Bioscience, Section of Biology and Environmental Science, Aalborg University, Aalborg E, 9220, Denmark.,School of Biosciences, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, Victoria, 3010, Australia
| | - Palle Duun Rohde
- Department of Molecular Biology and Genetics, Center for Quantitative Genetics and Genomics, Aarhus University, Tjele, 8830, Denmark
| | - Peter Sørensen
- Department of Molecular Biology and Genetics, Center for Quantitative Genetics and Genomics, Aarhus University, Tjele, 8830, Denmark
| | - Torsten Nygaard Kristensen
- Department of Chemistry and Bioscience, Section of Biology and Environmental Science, Aalborg University, Aalborg E, 9220, Denmark.,Department of Bioscience, Section of Genetics, Ecology and Evolution, Aarhus University, Aarhus C, 8000, Denmark
| |
Collapse
|
5
|
Morrissey MB, Liefting M. Variation in reaction norms: Statistical considerations and biological interpretation. Evolution 2016; 70:1944-59. [DOI: 10.1111/evo.13003] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2015] [Accepted: 06/10/2016] [Indexed: 11/30/2022]
Affiliation(s)
| | - Maartje Liefting
- Department of Animal Ecology; VU University Amsterdam; Amsterdam Netherlands
| |
Collapse
|
6
|
Ellers J, Liefting M. Extending the integrated phenotype: covariance and correlation in plasticity of behavioural traits. CURRENT OPINION IN INSECT SCIENCE 2015; 9:31-35. [PMID: 32846705 DOI: 10.1016/j.cois.2015.05.013] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Accepted: 05/26/2015] [Indexed: 06/11/2023]
Abstract
In the field of behavioural ecology there has been a longstanding interest in the evolution of phenotypic plasticity, as plasticity in behavioural traits such as foraging, mating, and reproduction governs the capacity of organisms to cope with environmental variability. In this paper we highlight the need for an integrated perspective to phenotypic plasticity of traits, taking into account covariation among plastic responses of traits. We discuss new perspectives on the importance of integrated plasticity of traits for adaptive behavioural strategies. We review empirical evidence for correlated plasticity across behavioural traits in insects, for example, through genetic correlation, a shared pool of resources or dependency on a common developmental path. Taking on an integrated plasticity perspective, we suggest an alternative explanation for the apparent lack of costs of plasticity, and offer a better understanding of the relative benefits of plasticity or canalization of traits.
Collapse
Affiliation(s)
- Jacintha Ellers
- Animal Ecology, Department of Ecological Sciences, VU University Amsterdam, The Netherlands.
| | - Maartje Liefting
- Animal Ecology, Department of Ecological Sciences, VU University Amsterdam, The Netherlands
| |
Collapse
|
7
|
Liefting M, van Grunsven RHA, Morrissey MB, Timmermans MJTN, Ellers J. Interplay of robustness and plasticity of life-history traits drives ecotypic differentiation in thermally distinct habitats. J Evol Biol 2015; 28:1057-66. [DOI: 10.1111/jeb.12629] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2011] [Revised: 03/20/2015] [Accepted: 03/23/2015] [Indexed: 11/28/2022]
Affiliation(s)
- M. Liefting
- Animal Ecology; VU University Amsterdam; Amsterdam The Netherlands
| | - R. H. A. van Grunsven
- Nature Conservation and Plant Ecology; Wageningen University and Research Centre; Wageningen The Netherlands
| | - M. B. Morrissey
- School of Biology; University of St. Andrews; St. Andrews UK
| | - M. J. T. N. Timmermans
- Department of Life Sciences; Natural History Museum; London UK
- Department of Natural Sciences; Middlesex University; Hendon Campus; London UK
- Department of Life Sciences; Imperial College London; London UK
| | - J. Ellers
- Animal Ecology; VU University Amsterdam; Amsterdam The Netherlands
| |
Collapse
|
8
|
Gao SX, Liu DG, Chen H, Meng XX. Fitness traits and underlying genetic variation related to host plant specialization in the aphid Sitobion avenae. INSECT SCIENCE 2014; 21:352-362. [PMID: 24243773 DOI: 10.1111/1744-7917.12085] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/08/2013] [Indexed: 06/02/2023]
Abstract
Sitobion avenae (F.) is an important cereal pest worldwide that can survive on various plants in the Poaceae, but divergent selection on different host plants should promote the evolution of specialized genotypes or host races. In order to evaluate their resource use strategies, clones of S. avenae were collected from oat and barley. Host-transfer experiments for these clones were conducted in the laboratory to compare their fitness traits. Our results demonstrated that barley clones had significantly lower fecundity and tended to have longer developmental times when transferred from barley to oat. However, oat clones developed faster after they were transferred to barley. Clones from oat and barley had diverged to a certain extent in terms of fecundity and developmental time of the nymphs. The separation of barley clones and oat clones of S. avenae was also evident in a principal component analysis. Barley clones tended to have higher broad-sense heritabilities for fitness traits than oat clones, indicating the genetic basis of differentiation between them. Barley clones showed significantly higher extent of specialization compared to oat clones from two measures of specialization (i.e., Xsp and Ysp). Therefore, barley clones were specialized to a certain extent, but oat clones appeared to be generalized. The fitness of S. avenae clones tended to increase with higher extent of specialization. The evolution toward ecological specialization in S. avenae clones, as well as the underlying genetic basis, was discussed.
Collapse
Affiliation(s)
- Su-Xia Gao
- State Key Laboratory of Crop Stress Biology for Arid Areas (Northwest A&F University); Key Laboratory of Integrated Pest Management on Crops in Northwestern Loess Plateau, Ministry of Agriculture
| | | | | | | |
Collapse
|
9
|
Fitness costs associated with different frequencies and magnitudes of temperature change in the butterfly Bicyclus anynana. J Therm Biol 2014; 41:88-94. [DOI: 10.1016/j.jtherbio.2014.02.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2013] [Revised: 12/17/2013] [Accepted: 02/03/2014] [Indexed: 11/23/2022]
|
10
|
Buckley LB, Nufio CR, Kingsolver JG. Phenotypic clines, energy balances and ecological responses to climate change. J Anim Ecol 2013; 83:41-50. [DOI: 10.1111/1365-2656.12083] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2012] [Accepted: 03/10/2013] [Indexed: 11/26/2022]
Affiliation(s)
- Lauren B. Buckley
- Department of Biology; University of North Carolina; Chapel Hill NC 27599 USA
| | - César R. Nufio
- Department of Ecology and Evolutionary Biology; University of Colorado; Boulder CO 80309 USA
- University of Colorado Natural History Museum; University of Colorado; Boulder CO 80309 USA
| | - Joel G. Kingsolver
- Department of Biology; University of North Carolina; Chapel Hill NC 27599 USA
| |
Collapse
|
11
|
Costa D, Mariën J, Janssens TKS, van Gestel CAM, Driessen G, Sousa JP, van Straalen NM, Roelofs D. Influence of adaptive evolution of cadmium tolerance on neutral and functional genetic variation in Orchesella cincta. ECOTOXICOLOGY (LONDON, ENGLAND) 2012; 21:2078-2087. [PMID: 22717685 DOI: 10.1007/s10646-012-0961-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/05/2012] [Indexed: 06/01/2023]
Abstract
Adaptation to environmental toxicants, such as metals, can affect population genetic diversity, both at neutral and selectable loci. At the transcriptional level, evolution of metal tolerance is possible due to the existence of polymorphisms in the cis-regulatory sequences of stress-responsive genes such as the metallothionein gene (mt). This study investigated the influence of cadmium adaptation on genetic diversity of soil-living Orchesella cincta (Collembola) populations in neutral (microsatellites and AFLP) and in functional (mt promoter) markers. Also, the influence of cis- and trans-acting factors on increased tolerance was addressed. No reduced genetic diversity was observed in two tolerant populations compared to five sensitive populations, either in neutral or in selectable markers. Extensive migration along with a large population size may explain the high genetic diversity measured. The metal-tolerant phenotype seems to be mostly influenced by genetic factors acting in cis on mt gene expression. The results suggest that certain promoter genotypes, which are found mainly or exclusively in Cd-tolerant populations, contribute to higher constitutive mt gene expression in individuals from these populations. However, more studies are needed to clearly unravel the influence of cis/trans-regulatory evolution in tolerant populations.
Collapse
Affiliation(s)
- Dalila Costa
- Department of Life Sciences, IMAR-CMA, University of Coimbra, Apartado 3046, 3001-401, Coimbra, Portugal.
| | | | | | | | | | | | | | | |
Collapse
|
12
|
Rocha FB, Klaczko LB. CONNECTING THE DOTS OF NONLINEAR REACTION NORMS UNRAVELS THE THREADS OF GENOTYPE-ENVIRONMENT INTERACTION INDROSOPHILA. Evolution 2012; 66:3404-16. [DOI: 10.1111/j.1558-5646.2012.01702.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
13
|
Driessen G, Huyer F, Ellers J. The costs of phenotypic adaptation to repeatedly fluctuating temperatures in a soil arthropod. J Therm Biol 2011. [DOI: 10.1016/j.jtherbio.2011.09.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
|
14
|
Ellers J, Rog S, Braam C, Berg MP. Genotypic richness and phenotypic dissimilarity enhance population performance. Ecology 2011; 92:1605-15. [DOI: 10.1890/10-2082.1] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
|
15
|
Genetic architecture and phenotypic plasticity of thermally-regulated traits in an eruptive species, Dendroctonus ponderosae. Evol Ecol 2011. [DOI: 10.1007/s10682-011-9474-x] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
|