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Kemp DJ. Genotype-environment interaction reveals varied developmental responses to unpredictable host phenology in a tropical insect. Evolution 2021; 75:1537-1551. [PMID: 33749853 DOI: 10.1111/evo.14218] [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: 11/06/2020] [Revised: 02/15/2021] [Accepted: 03/02/2021] [Indexed: 11/26/2022]
Abstract
Understanding the genetic architecture of life history plasticity may inform resilience under environmental change, but relatively little is known for the inhabitants of unpredictable wet-dry tropical environments. Here, I explore the quantitative genetics of juvenile growth and development relative to hostplant phenology in the butterfly Eurema hecabe. Wet season generations of this species breed explosively on leguminous annuals whereas dry season generations subsist at low density upon an alternative perennial host. The wet-to-dry season transition is temporally unpredictable and marked by widespread host defoliation, forcing a large cohort of stranded larvae to either pupate prematurely or prolong development in the hope of renewed foliage production. A split-brood experiment demonstrated greater performance on high quality annual as opposed to perennial host foliage and a marked decline under the stressed conditions faced by stranded wet season larvae. Genetic variances for rates of growth and development were equivalent among high quality treatments but strikingly elevated under resource stress, and the associated cross-environment genetic correlations were indistinguishable from zero. The results demonstrate genotype-environment interaction involving both rank order and variance scale, thereby revealing genetic variance for norms of reaction that may reflect variable risk aversion given an unpredictable tropical host phenology.
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Affiliation(s)
- Darrell J Kemp
- Department of Biological Sciences, Macquarie University, North Ryde, New South Wales, Australia
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2
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Rice SH. Universal rules for the interaction of selection and transmission in evolution. Philos Trans R Soc Lond B Biol Sci 2020; 375:20190353. [PMID: 32146884 DOI: 10.1098/rstb.2019.0353] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The Price equation shows that evolutionary change can be written in terms of two fundamental variables: the fitness of parents (or ancestors) and the phenotypes of their offspring (descendants). Its power lies in the fact that it requires no simplifying assumptions other than a closed population, but realizing the full potential of Price's result requires that we flesh out the mathematical representation of both fitness and offspring phenotype. Specifically, both need to be treated as stochastic variables that are themselves functions of parental phenotype. Here, I show how new mathematical tools allow us to do this without introducing any simplifying assumptions. Combining this representation of fitness and phenotype with the stochastic Price equation reveals fundamental rules underlying multivariate evolution and the evolution of inheritance. Finally, I show how the change in the entire phenotype distribution of a population, not simply the mean phenotype, can be written as a single compact equation from which the Price equation and related results can be derived as special cases. This article is part of the theme issue 'Fifty years of the Price equation'.
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Affiliation(s)
- Sean H Rice
- Department of Biological Sciences, Texas Tech University, Lubbock, TX 79409, USA
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3
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Lafuente E, Beldade P. Genomics of Developmental Plasticity in Animals. Front Genet 2019; 10:720. [PMID: 31481970 PMCID: PMC6709652 DOI: 10.3389/fgene.2019.00720] [Citation(s) in RCA: 64] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2019] [Accepted: 07/09/2019] [Indexed: 12/17/2022] Open
Abstract
Developmental plasticity refers to the property by which the same genotype produces distinct phenotypes depending on the environmental conditions under which development takes place. By allowing organisms to produce phenotypes adjusted to the conditions that adults will experience, developmental plasticity can provide the means to cope with environmental heterogeneity. Developmental plasticity can be adaptive and its evolution can be shaped by natural selection. It has also been suggested that developmental plasticity can facilitate adaptation and promote diversification. Here, we summarize current knowledge on the evolution of plasticity and on the impact of plasticity on adaptive evolution, and we identify recent advances and important open questions about the genomics of developmental plasticity in animals. We give special attention to studies using transcriptomics to identify genes whose expression changes across developmental environments and studies using genetic mapping to identify loci that contribute to variation in plasticity and can fuel its evolution.
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Affiliation(s)
| | - Patrícia Beldade
- Instituto Gulbenkian de Ciência, Oeiras, Portugal
- CNRS-UMR5174, Université Paul Sabatier, Toulouse, France
- Centre for Ecology, Evolution, and Environmental Changes, Faculty of Sciences, University of Lisbon, Lisbon, Portugal
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4
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Kivelä SM, Gotthard K, Lehmann P. Developmental plasticity in metabolism but not in energy reserve accumulation in a seasonally polyphenic butterfly. ACTA ACUST UNITED AC 2019; 222:jeb.202150. [PMID: 31138637 DOI: 10.1242/jeb.202150] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Accepted: 05/19/2019] [Indexed: 01/25/2023]
Abstract
The evolution of seasonal polyphenisms (discrete phenotypes in different annual generations) associated with alternative developmental pathways of diapause (overwintering) and direct development is favoured in temperate insects. Seasonal life history polyphenisms are common and include faster growth and development under direct development than in diapause. However, the physiological underpinnings of this difference remain poorly known despite its significance for understanding the evolution of polyphenisms. We measured respiration and metabolic rates through the penultimate and final larval instars in the butterfly Pieris napi and show that directly developing larvae grew and developed faster and had a higher metabolic rate than larvae entering pupal diapause. The metabolic divergence appeared only in the final instar, that is, after induction of the developmental pathway that takes place in the penultimate instar in P. napi. The accumulation of fat reserves during the final larval instar was similar under diapause and direct development, which was unexpected as diapause is predicted to select for exaggerated reserve accumulation. This suggests that overwinter survival in diapause does not require larger energy reserves than direct development, likely because of metabolic suppression in diapause pupae. The results, nevertheless, demonstrate that physiological changes coincide with the divergence of life histories between the alternative developmental pathways, thus elucidating the proximate basis of seasonal life history polyphenisms.
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Affiliation(s)
- Sami M Kivelä
- Department of Zoology, Institute of Ecology and Earth Sciences, University of Tartu, Vanemuise 46, EE-51014 Tartu, Estonia
| | - Karl Gotthard
- Department of Zoology, Stockholm University, SE-10691 Stockholm, Sweden
| | - Philipp Lehmann
- Department of Zoology, Stockholm University, SE-10691 Stockholm, Sweden
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5
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Martins F, Kruuk L, Llewelyn J, Moritz C, Phillips B. Heritability of climate-relevant traits in a rainforest skink. Heredity (Edinb) 2018; 122:41-52. [PMID: 29789644 DOI: 10.1038/s41437-018-0085-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Revised: 03/19/2018] [Accepted: 04/15/2018] [Indexed: 11/09/2022] Open
Abstract
There is justified concern about the impact of global warming on the persistence of tropical ectotherms. There is also growing evidence for strong selection on climate-relevant physiological traits. Understanding the evolutionary potential of populations is especially important for low dispersal organisms in isolated populations, because these populations have little choice but to adapt. Despite this, direct estimates of heritability and genetic correlations for physiological traits in ectotherms-which will determine their evolutionary responses to selection-are sparse, especially for reptiles. Here we examine the heritabilities and genetic correlations for a set of four morphological and six climate-relevant physiological traits in an isolated population of an Australian rainforest lizard, Lampropholis coggeri. These traits show considerable variation across populations in this species, suggesting local adaptation. From laboratory crosses, we estimated very low to moderate heritability of temperature-related physiological traits (h2 < 0.31), but significant and higher heritability of desiccation resistance (h2~0.42). These values contrasted with uniformly higher heritabilities (h2 > 0.51) for morphological traits. At the phenotypic level, there were positive associations among the morphological traits and between thermal limits. Growth rate was positively correlated with thermal limits, but there was no indication that morphology and physiology were linked in any other way. We found some support for a specialist-generalist trade-off in the thermal performance curve, but otherwise there was no evidence for evolutionary constraints, suggesting broadly labile multivariate trait structure. Our results indicate little potential to respond to selection on thermal traits in this population and provide new insights into the capacity of tropical ectotherms to adapt in situ to rapid climate change.
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Affiliation(s)
- Felipe Martins
- Research School of Biology, Dept. of Ecology and Evolution, The Australian National University Acton, Canberra, ACT, 2601, Australia.
| | - Loeske Kruuk
- Research School of Biology, Dept. of Ecology and Evolution, The Australian National University Acton, Canberra, ACT, 2601, Australia
| | - John Llewelyn
- Centre for Tropical Biodiversity and Climate, James Cook University, Townsville, QLD, 4811, Australia
| | - Craig Moritz
- Research School of Biology, Dept. of Ecology and Evolution, The Australian National University Acton, Canberra, ACT, 2601, Australia
| | - Ben Phillips
- School of Biosciences, University of Melbourne, Parkville, VIC, 3010, Australia
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Oostra V, Saastamoinen M, Zwaan BJ, Wheat CW. Strong phenotypic plasticity limits potential for evolutionary responses to climate change. Nat Commun 2018. [PMID: 29520061 PMCID: PMC5843647 DOI: 10.1038/s41467-018-03384-9] [Citation(s) in RCA: 98] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Phenotypic plasticity, the expression of multiple phenotypes from one genome, is a widespread adaptation to short-term environmental fluctuations, but whether it facilitates evolutionary adaptation to climate change remains contentious. Here, we investigate seasonal plasticity and adaptive potential in an Afrotropical butterfly expressing distinct phenotypes in dry and wet seasons. We assess the transcriptional architecture of plasticity in a full-factorial analysis of heritable and environmental effects across 72 individuals, and reveal pervasive gene expression differences between the seasonal phenotypes. Strikingly, intra-population genetic variation for plasticity is largely absent, consistent with specialisation to a particular environmental cue reliably predicting seasonal transitions. Under climate change, deteriorating accuracy of predictive cues will likely aggravate maladaptive phenotype-environment mismatches and increase selective pressures on reaction norms. However, the observed paucity of genetic variation for plasticity limits evolutionary responses, potentially weakening prospects for population persistence. Thus, seasonally plastic species may be especially vulnerable to climate change.
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Affiliation(s)
- Vicencio Oostra
- Department of Genetics, Evolution and Environment, University College London, The Darwin Building, Gower Street, London, WC1E 6BT, UK. .,Department of Plant Sciences, Laboratory of Genetics, Wageningen University, PO Box 16, 6700AA, Wageningen, The Netherlands.
| | - Marjo Saastamoinen
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, PO Box 65, Helsinki, FI-00014, Finland
| | - Bas J Zwaan
- Department of Plant Sciences, Laboratory of Genetics, Wageningen University, PO Box 16, 6700AA, Wageningen, The Netherlands
| | - Christopher W Wheat
- Department of Zoology, Population Genetics, Stockholm University, S-10691, Stockholm, Sweden
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Vega-Trejo R, Head ML, Jennions MD, Kruuk LEB. Maternal-by-environment but not genotype-by-environment interactions in a fish without parental care. Heredity (Edinb) 2018; 120:154-167. [PMID: 29225350 PMCID: PMC5837127 DOI: 10.1038/s41437-017-0029-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Revised: 09/27/2017] [Accepted: 10/30/2017] [Indexed: 11/08/2022] Open
Abstract
The impact of environmental conditions on the expression of genetic variance and on maternal effects variance remains an important question in evolutionary quantitative genetics. We investigate here the effects of early environment on variation in seven adult life history, morphological, and secondary sexual traits (including sperm characteristics) in a viviparous poeciliid fish, the mosquitofish Gambusia holbrooki. Specifically, we manipulated food availability during early development and then assessed additive genetic and maternal effects contributions to the overall phenotypic variance in adults. We found higher heritability for female than male traits, but maternal effects variance for traits in both sexes. An interaction between maternal effects variance and rearing environment affected two adult traits (female age at maturity and male size at maturity), but there was no evidence of trade-offs in maternal effects across environments. Our results illustrate (i) the potential for pre-natal maternal effects to interact with offspring environment during development, potentially affecting traits through to adulthood and (ii) that genotype-by-environment interactions might be overestimated if maternal-by-environment interactions are not accounted for, similar to heritability being overestimated if maternal effects are ignored. We also discuss the potential for dominance genetic variance to contribute to the estimate of maternal effects variance.
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Affiliation(s)
- Regina Vega-Trejo
- Division of Ecology and Evolution, Research School of Biology, The Australian National University, Acton, Canberra, ACT, 2601, Australia.
| | - Megan L Head
- Division of Ecology and Evolution, Research School of Biology, The Australian National University, Acton, Canberra, ACT, 2601, Australia
| | - Michael D Jennions
- Division of Ecology and Evolution, Research School of Biology, The Australian National University, Acton, Canberra, ACT, 2601, Australia
- Wissenschaftkolleg zu Berlin, Wallotstraße 19, 14193, Berlin, Germany
| | - Loeske E B Kruuk
- Division of Ecology and Evolution, Research School of Biology, The Australian National University, Acton, Canberra, ACT, 2601, Australia
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van Bergen E, Osbaldeston D, Kodandaramaiah U, Brattström O, Aduse-Poku K, Brakefield PM. Conserved patterns of integrated developmental plasticity in a group of polyphenic tropical butterflies. BMC Evol Biol 2017; 17:59. [PMID: 28241743 PMCID: PMC5327525 DOI: 10.1186/s12862-017-0907-1] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Accepted: 02/08/2017] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Developmental plasticity is thought to have profound macro-evolutionary effects, for example, by increasing the probability of establishment in new environments and subsequent divergence into independently evolving lineages. In contrast to plasticity optimized for individual traits, phenotypic integration, which enables a concerted response of plastic traits to environmental variability, may affect the rate of local adaptation by constraining independent responses of traits to selection. Using a comparative framework, this study explores the evolution of reaction norms for a variety of life history and morphological traits across five related species of mycalesine butterflies from the Old World tropics. RESULTS Our data indicate that an integrated response of a suite of key traits is shared amongst these species. Interestingly, the traits that make up the functional suite are all known to be regulated by ecdysteroid signalling in Bicyclus anynana, one of the species included in this study, suggesting the same underlying hormonal regulator may be conserved within this group of polyphenic butterflies. We also detect developmental thresholds for the expression of alternative morphs. CONCLUSIONS The phenotypic plasticity of a broad suite of morphological and life history traits is integrated and shared among species from three geographically independent lineages of mycalesine butterflies, despite considerable periods of independent evolution and exposure to disparate environments. At the same time, we have detected examples of evolutionary change where independent traits show different patterns of reaction norms. We argue that the expression of more robust phenotypes may occur by shifting developmental thresholds beyond the boundaries of the typical environmental variation.
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Affiliation(s)
- Erik van Bergen
- Department of Zoology, University of Cambridge, Downing Street, Cambridge, CB2 3EJ, UK.
- Present Address: Instituto Gulbenkian de Ciência, Rua da Quinta Grande 6, P-2780, Oeiras, Portugal.
| | - Dave Osbaldeston
- Department of Zoology, University of Cambridge, Downing Street, Cambridge, CB2 3EJ, UK
| | - Ullasa Kodandaramaiah
- Department of Zoology, University of Cambridge, Downing Street, Cambridge, CB2 3EJ, UK
- School of Biology, Indian Institute of Science Education and Research Thiruvananthapuram, CET campus, Trivandrum, 695016, India
| | - Oskar Brattström
- Department of Zoology, University of Cambridge, Downing Street, Cambridge, CB2 3EJ, UK
| | - Kwaku Aduse-Poku
- Department of Zoology, University of Cambridge, Downing Street, Cambridge, CB2 3EJ, UK
- Present Address: Department of Biology, City College of New York, City University of New York, Convent Avenue at 138th Street, New York, NY, 10031, USA
| | - Paul M Brakefield
- Department of Zoology, University of Cambridge, Downing Street, Cambridge, CB2 3EJ, UK
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Woestmann L, Saastamoinen M. The importance of trans-generational effects in Lepidoptera. Curr Zool 2016; 62:489-499. [PMID: 29491938 PMCID: PMC5804281 DOI: 10.1093/cz/zow029] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Accepted: 02/16/2016] [Indexed: 12/03/2022] Open
Abstract
The importance of trans-generational effects in shaping an individuals’ phenotype and fitness, and consequently even impacting population dynamics is increasingly apparent. Most of the research on trans-generational effects still focuses on plants, mammals, and birds. In the past few years, however, increasing number of studies, especially on maternal effects, have highlighted their importance also in many insect systems. Lepidoptera, specifically butterflies, have been used as model systems for studying the role of phenotypic plasticity within generations. As ectotherms, they are highly sensitive to environmental variation, and indeed many butterflies show adaptive phenotypic plasticity in response to environmental conditions. Here, we synthesize what is known about trans-generational effects in Lepidoptera, compile evidence for different environmental cues that are important drivers of trans-generational effects, and point out which offspring traits are mainly impacted. Finally, we emphasize directions for future research that are needed for better understanding of the adaptive nature of trans-generational effects in Lepidoptera in particular, but potentially also in other organisms.
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Affiliation(s)
- Luisa Woestmann
- Metapopulation Research Centre, Department of Biosciences, University of Helsinki, Finland
| | - Marjo Saastamoinen
- Metapopulation Research Centre, Department of Biosciences, University of Helsinki, Finland
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Arun A, Baumlé V, Amelot G, Nieberding CM. Selection and validation of reference genes for qRT-PCR expression analysis of candidate genes involved in olfactory communication in the butterfly Bicyclus anynana. PLoS One 2015; 10:e0120401. [PMID: 25793735 PMCID: PMC4368739 DOI: 10.1371/journal.pone.0120401] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2014] [Accepted: 01/21/2015] [Indexed: 12/03/2022] Open
Abstract
Real-time quantitative reverse transcription PCR (qRT-PCR) is a technique widely used to quantify the transcriptional expression level of candidate genes. qRT-PCR requires the selection of one or several suitable reference genes, whose expression profiles remain stable across conditions, to normalize the qRT-PCR expression profiles of candidate genes. Although several butterfly species (Lepidoptera) have become important models in molecular evolutionary ecology, so far no study aimed at identifying reference genes for accurate data normalization for any butterfly is available. The African bush brown butterfly Bicyclus anynana has drawn considerable attention owing to its suitability as a model for evolutionary ecology, and we here provide a maiden extensive study to identify suitable reference gene in this species. We monitored the expression profile of twelve reference genes: eEF-1α, FK506, UBQL40, RpS8, RpS18, HSP, GAPDH, VATPase, ACT3, TBP, eIF2 and G6PD. We tested the stability of their expression profiles in three different tissues (wings, brains, antennae), two developmental stages (pupal and adult) and two sexes (male and female), all of which were subjected to two food treatments (food stress and control feeding ad libitum). The expression stability and ranking of twelve reference genes was assessed using two algorithm-based methods, NormFinder and geNorm. Both methods identified RpS8 as the best suitable reference gene for expression data normalization. We also showed that the use of two reference genes is sufficient to effectively normalize the qRT-PCR data under varying tissues and experimental conditions that we used in B. anynana. Finally, we tested the effect of choosing reference genes with different stability on the normalization of the transcript abundance of a candidate gene involved in olfactory communication in B. anynana, the Fatty Acyl Reductase 2, and we confirmed that using an unstable reference gene can drastically alter the expression profile of the target candidate genes.
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Affiliation(s)
- Alok Arun
- Evolutionary Ecology and Genetics group, Biodiversity Research Centre, Earth and Life Institute, Université catholique de Louvain, Croix du Sud 4, Louvain-la-Neuve, Belgium
- * E-mail: (AA); (CMN)
| | - Véronique Baumlé
- Evolutionary Ecology and Genetics group, Biodiversity Research Centre, Earth and Life Institute, Université catholique de Louvain, Croix du Sud 4, Louvain-la-Neuve, Belgium
| | - Gaël Amelot
- Evolutionary Ecology and Genetics group, Biodiversity Research Centre, Earth and Life Institute, Université catholique de Louvain, Croix du Sud 4, Louvain-la-Neuve, Belgium
| | - Caroline M. Nieberding
- Evolutionary Ecology and Genetics group, Biodiversity Research Centre, Earth and Life Institute, Université catholique de Louvain, Croix du Sud 4, Louvain-la-Neuve, Belgium
- * E-mail: (AA); (CMN)
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