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The genotype-phenotype map of seasonal adaptation in a butterfly
Stockholm University, Faculty of Science, Department of Zoology.ORCID iD: 0009-0001-1406-4254
2026 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

A central goal in ecology and evolutionary biology is to understand the genotype-phenotype relationship in natural populations. Seasonal timing of diapause induction is a key trait for survival in many insects. However, while many studies find associations between genetic variation and phenotypic variation, functional validation of these candidate loci is rare. Additionally, studies investigating whether the genotype-phenotype map is consistent across populations are scarce.

In this thesis, I used novel and established approaches to investigate the genotype-phenotype map of photoperiodic timing of diapause induction in the butterfly Pararge aegeria. The aims were to investigate: 1) whether the genotype-phenotype map is consistent across populations, 2) what the functional effects of candidate loci on the phenotype are, and 3) whether these loci have pleiotropic effects on other seasonal timing traits. I focused specifically on two candidate circadian clock genes, period and timeless, that have been associated with phenotypic variation in photoperiodic timing of diapause induction in this species.

In Chapter I, I investigated whether the genotype-phenotype map is consistent across populations. This was done by investigating whether similar phenotypic variation in repeated colonization events in the south of Sweden is caused by genetic variation in the same genes. Taking advantage of the fact that period is positioned on the Z chromosome, I created a reciprocal hybrid population cross and compared the results to those of a similar study with a different population pair. The results showed Z-linkage of diapause induction when crossing two populations from separate colonizations of Sweden. However, there was no Z-linkage of diapause induction when crossing two populations from the same colonization event. This indicates that similar phenotypic variation has evolved by selection on different genomic regions and that the genotype-phenotype map for seasonal timing of diapause induction can vary across populations. In Chapter II, I created a highly efficient protocol for generating germline mutations in P. aegeria, which enables functional validation of candidate genes underlying non-visible physiological traits and can aid in functional validation of candidate loci in future research. In Chapter III, I introgressed a naturally occurring fixed deletion in timeless from one population into another via backcrossing and selective breeding. I created two lines, one with and one without the deletion, and found that the genomic region including the deletion had a large effect on photoperiodic timing of diapause induction. In addition, it had an effect on diapause entry timing, revealing pleiotropic effects on a seasonal timing trait within the same diapause phase. In Chapter IV, I used siblings of the two introgressed lines and found that the genomic region does not exhibit pleiotropic effects on seasonal timing of diapause termination, a different diapause phase.

The results suggest that the genotype-phenotype map for photoperiodic timing of diapause induction in the Gotland population includes a genomic region containing timeless with a deletion that can have a large effect on the phenotype. In addition, of the two seasonal timing traits, this region has pleiotropic effects only on the trait that may benefit from correlative evolution. These characteristics may have facilitated rapid adaptation during the initial colonization of the island of Gotland.

Two findings challenge current expectations: first, the fact that the genomic region containing timeless may have a large effect on the timing of diapause induction. This challenges the expectation that complex traits are primarily regulated by many loci of small effects and raises questions about the evolutionary origin and maintenance of large-effect loci. Second, it is often assumed that the genotype-phenotype map is consistent across populations that diverged within a short evolutionary time. However, that is not the case for photoperiodic timing of diapause induction across populations of P. aegeria. This suggests that for complex traits it cannot be assumed that the genotype-phenotype map is constant, especially in the case of repeated colonization events. Functional validation of candidate loci across natural populations for seasonal timing and other complex traits represents a promising approach for further investigation into the consistency of the genotype-phenotype map.

Place, publisher, year, edition, pages
Stockholm: Department of Zoology, Stockholm University , 2026. , p. 57
Keywords [en]
Seasonal timing, diapause induction, genotype-phenotype map, genetic architecture, repeated evolution, candidate loci, functional validation, effect size, pleiotropy, Pararge aegeria, CRISPR/Cas9
National Category
Natural Sciences Ecology Zoology
Research subject
Animal Ecology
Identifiers
URN: urn:nbn:se:su:diva-259286ISBN: 978-91-8107-726-1 (print)ISBN: 978-91-8107-727-8 (electronic)OAI: oai:DiVA.org:su-259286DiVA, id: diva2:2099960
Public defence
2026-10-23, Vivi Täckholmsalen (Q-salen), NPQ-huset, Svante Arrhenius väg 20 and online via Zoom, public link is available at the department website, Stockholm, 09:30 (English)
Opponent
Supervisors
Available from: 2026-09-30 Created: 2026-09-09 Last updated: 2026-09-16Bibliographically approved
List of papers
1. Repeated evolution of photoperiodic plasticity by different genetic architectures during recurrent colonizations in a butterfly
Open this publication in new window or tab >>Repeated evolution of photoperiodic plasticity by different genetic architectures during recurrent colonizations in a butterfly
2025 (English)In: Proceedings of the Royal Society of London. Biological Sciences, ISSN 0962-8452, E-ISSN 1471-2954, Vol. 292, no 2040, article id 20242195Article in journal (Refereed) Published
Abstract [en]

In cases of recurrent colonizations of similar habitats from the same base population, it is commonly expected that repeated phenotypic adaptation is caused by parallel changes in genetic variation. However, it is becoming increasingly clear that similar phenotypic variation may also evolve by alternative genetic pathways. Here, we explore the repeated evolution of photoperiodic plasticity for diapause induction across Swedish populations of the speckled wood butterfly, Pararge aegeria. This species has colonized Scandinavia at least twice, and population genomic results show that one of the candidate regions associated with spatial variation in photoperiodism is situated on the Z-chromosome. Here, we assay hybrid crosses between several populations that differ in photoperiodic plasticity for sex-linked inheritance of the photoperiodic reaction norm. We find that while a cross between more distantly related populations from the two different colonization events shows strong sex-dependent inheritance of photoperiodic plasticity, a cross between two more closely related populations within the oldest colonization range shows no such effect. We conclude that the genotype–phenotype map for photoperiodic plasticity varies across these populations and that similar local phenotypic adaptation has evolved during recurrent colonization events by partly non-parallel genetic changes.

Keywords
diapause, genotype-phenotype map, parallel evolution, Z-linkage, plasticity, colonization
National Category
Evolutionary Biology
Identifiers
urn:nbn:se:su:diva-248607 (URN)10.1098/rspb.2024.2195 (DOI)001418778700007 ()39933585 (PubMedID)2-s2.0-85218108218 (Scopus ID)
Available from: 2025-10-30 Created: 2025-10-30 Last updated: 2026-09-09Bibliographically approved
2. Highly Efficient Generation of Germline Mutations Using CRISPR/Cas9 in the Speckled Wood Butterfly Pararge aegeria
Open this publication in new window or tab >>Highly Efficient Generation of Germline Mutations Using CRISPR/Cas9 in the Speckled Wood Butterfly Pararge aegeria
2025 (English)In: Ecology and Evolution, E-ISSN 2045-7758, Vol. 15, no 7, article id e71624Article in journal (Refereed) Published
Abstract [en]

To date, the use of CRISPR/Cas9 technology in ecological-model species for validating genotype to phenotype connections has focused primarily on visual phenotypes using G0 mutations, coupled with analyses of resulting mosaic phenotypes. However, studies of physiological phenotypes necessitate germline mutations in order to assess non-visible phenotypic effects, and thus, dedicated efforts to develop efficient germline mutations in ecological model species are needed. Here, we applied the CRISPR/Cas9 technology to an ecological model species, the speckled wood butterfly (Pararge aegeria). We targeted yellow-y, which is required for the production of black melanin, as yellow-y loss of function (LOF) mutations are not lethal and easy to phenotype, affording efficient assessment of G0 and germline mutations. To explore what factors may affect the efficiency of transformation, we employed four alternative treatments, including variation in sgRNAs and their concentrations. Color changes in the head capsule of first larval instars, as well as adult wing color, were used as indicators of successful knockouts. Individuals with wings that were at least 50% transformed were mated, with their G1 offspring assessed for the presence of germline mutations. Our CRISPR/Cas9 technique was highly efficient at generating LOF mutations in yellow-y. Across all treatments, nearly 80% of adults exhibited mosaic LOF phenotypes, of which nearly 30% appeared to have 100% LOF phenotypes. Crosses between adults exhibiting at least 50% LOF phenotypes resulted in fully transformed offspring, revealing a high incidence of germline LOF mutations in yellow-y. We provide a detailed protocol on how to obtain high germline LOF mutation efficiency in order to advance the study of genotype–phenotype connections for non-visible physiological traits across natural populations of this and other model ecological species.

National Category
Medical Genetics and Genomics
Identifiers
urn:nbn:se:su:diva-245739 (URN)10.1002/ece3.71624 (DOI)001519278900001 ()2-s2.0-105009712652 (Scopus ID)
Available from: 2025-08-22 Created: 2025-08-22 Last updated: 2026-09-09Bibliographically approved
3. Evolution of plasticity for seasonal timing through structural variation in the circadian clock gene timeless in a butterfly
Open this publication in new window or tab >>Evolution of plasticity for seasonal timing through structural variation in the circadian clock gene timeless in a butterfly
(English)Manuscript (preprint) (Other academic)
Abstract [en]

Local adaptation enables species to expand their ranges and enhance survival in their core distributions. To uncover the genetic basis of such adaptation, population genomic association studies have identified candidate genes. However, natural variation in these genes is rarely functionally validated, especially for polygenic traits. Here, we functionally validate a genomic region containing the core circadian clock gene timeless, previously associated with clinal variation in diapause timing in Pararge aegeria in Sweden. One isolated island population carries a large deletion in timeless that spans   ̴1.5 exons and is fixed in the population. By back crossing and selective breeding, we introgressed this deletion into the genetic background of an alternative mainland population. Using this introgressed population, we compared the diapause response of two genotypes: one homozygous for the island deletion and one homozygous for the alternative mainland allele. Despite sharing most of their genome, the genotype homozygous for the deletion largely recovered the seasonal timing phenotype of its island source population. While it remains unclear whether this effect stems from timeless alone or linked loci, our results demonstrate that this genomic region contributes substantially to variation in seasonal timing between these populations. This finding is significant, as the photoperiodic reaction norm of a population strongly influences both its voltinism and overall life history. 

Keywords
Seasonal timing, diapause induction, candidate loci, functional validation, effect size, Pararge aegeria, CRISPR/Cas9, timeless
National Category
Natural Sciences
Research subject
Ecology and Evolution
Identifiers
urn:nbn:se:su:diva-259396 (URN)
Available from: 2026-09-09 Created: 2026-09-09 Last updated: 2026-09-09
4. Structural variation in timeless influence seasonal timing of diapause induction without having pleiotropic effects on the timing of diapause termination
Open this publication in new window or tab >>Structural variation in timeless influence seasonal timing of diapause induction without having pleiotropic effects on the timing of diapause termination
(English)Manuscript (preprint) (Other academic)
Abstract [en]

Pleiotropic effects of naturally occurring polymorphisms can constrain adaptive evolution by generating correlated phenotypic responses, making them key to understanding the genetic basis of local adaptation and predicting evolutionary responses to climate change. However, few studies have functionally tested the causal roles of candidate loci and their potential pleiotropic effects. Diapause, a type of hibernation in insects, is a crucial adaptation for surviving unfavorable seasonal conditions and requires precise timing of both induction and termination. Genetic correlations between these traits may strongly influence fitness under climate change. In P. aegeria, the circadian clock gene timeless appears to be associated with variation in diapause induction timing across many Swedish populations, and in one particular population, this association has been shown to result from a single structural mutation. That population is fixed for a large deletion in timeless and differs from other Swedish populations in both induction and termination timing. In a previous study, we confirmed that this deletion causally influences induction timing between this and a closely related population. Here, we used homozygous genotypes from an introgressed line to test if the same deletion also affects termination timing. We found no significant difference between the genotypes, suggesting that variation in termination timing is not driven by pleiotropic effects of timeless but may instead reflect local adaptation at other loci. The apparent absence of pleiotropy may allow induction and termination timing to evolve independently in response to climate change. Given the independent evolution of diapause across insects, further functional studies of naturally occurring polymorphisms in circadian clock genes are needed to assess their general pleiotropic role in diapause and related life-history traits.       

Keywords
Seasonal timing, diapause induction, candidate loci, pleiotropy, Pararge aegeria, timeless
National Category
Natural Sciences
Research subject
Ecology and Evolution
Identifiers
urn:nbn:se:su:diva-259399 (URN)
Available from: 2026-09-09 Created: 2026-09-09 Last updated: 2026-09-09
5. Methodological artefacts cause counter-intuitive evolutionary conclusions in a simulation study
Open this publication in new window or tab >>Methodological artefacts cause counter-intuitive evolutionary conclusions in a simulation study
Show others...
2024 (English)In: Ecology Letters, ISSN 1461-023X, E-ISSN 1461-0248, Vol. 27, no 6, article id e14439Article in journal (Refereed) Published
Abstract [en]

In their simulation study, Garcia-Costoya et al. (2023) conclude that evolutionary constraints might aid populations facing climate change. However, we are concerned that this conclusion is largely a consequence of the simulated temperature variation being too small, and, most importantly, that uneven limitations to standing variation disadvantage unconstrained populations. In their simulation study, Garcia-Costoya et al. (2023) conclude that evolutionary constraints might aid populations facing climate change. However, we are concerned that this conclusion is largely a consequence of the simulated temperature variation being too small, and, most importantly, that uneven limitations to standing variation disadvantage unconstrained populations.image

Keywords
climate change, evolutionary constraint, extinction risk, genetic correlation, thermal physiology
National Category
Zoology
Identifiers
urn:nbn:se:su:diva-231277 (URN)10.1111/ele.14439 (DOI)001243889900001 ()38863401 (PubMedID)2-s2.0-85195648420 (Scopus ID)
Available from: 2024-06-19 Created: 2024-06-19 Last updated: 2026-09-10Bibliographically approved

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