Christopher W. Wheat’s research while affiliated with Stockholm University and other places

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Publications (246)


Repeated evolution of photoperiodic plasticity by different genetic architectures during recurrent colonizations in a butterfly
  • Article
  • Full-text available

February 2025

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33 Reads

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Ugo Pindeler

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Christopher W Wheat

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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.

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Rapid Evolution of Host Repertoire and Geographic Range in a Young and Diverse Genus of Montane Butterflies

November 2024

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230 Reads

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1 Citation

Systematic Biology

Shifang Mo

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Yaowei Zhu

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[...]

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Evolutionary changes in geographic distribution and larval host plants may promote the rapid diversification of montane insects, but this scenario has been rarely investigated. We studied rapid radiation of the butterfly genus Colias, which has diversified in mountain ecosystems in Eurasia, Africa, and the Americas. Based on a dataset of 150 nuclear protein-coding genetic loci and mitochondrial genomes, we constructed a time-calibrated phylogenetic tree of Colias species with broad taxon sampling. We then inferred their ancestral geographic ranges, historical diversification rates, and the evolution of host use. We found that the most recent common ancestor of Colias was likely geographically widespread and originated ~3.5 Ma. The group subsequently diversified in different regions across the world, often in tandem with geographic expansion events. No aspect of elevation was found to have a direct effect on diversification. The genus underwent a burst of diversification soon after the divergence of the Neotropical lineage, followed by an exponential decline in diversification rate toward the present. The ancestral host repertoire included the legume genera Astragalus and Trifolium but later expanded to include a wide range of Fabaceae genera and plants in more distantly related families, punctuated with periods of host range expansion and contraction. We suggest that the widespread distribution of the ancestor of all extant Colias lineages set the stage for diversification by isolation of populations that locally adapted to the various different environments they encountered, including different host plants. In this scenario, elevation is not the main driver but might have accelerated diversification by isolating populations.


Tempo and mode of winter diapause evolution in butterflies

October 2024

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187 Reads

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1 Citation

Evolution Letters

Quantifying the tempo and mode via modern phylogenetic comparative methods can provide key insights into how selection and constraints shape trait evolution on a macroevolutionary time scale. Here, we elucidate the evolution of hibernation (winter) diapause, a complex and defining life-history trait that allows temporal escape from harsh winters in temperate regions for many insects, including our model system, butterflies. Butterflies can diapause in all major life stages, and the availability of global-scale phylogenies makes them an ideal model system for studying diapause evolution. First, using a thorough literature survey, we scored the developmental stage of hibernation diapause (egg, larva, pupa, adult) vs. absence of diapause. We find that larval diapause is most common, while pupal, egg, and adult diapause are relatively rare. Next, we determined that the loss of diapause occurred at a much higher rate and that gains primarily occurred from the non-diapause state. While ancestral state estimation at deeper nodes remained uncertain, we found consistent patterns for some families and strong evidence for extensive convergence in diapause evolution. Contrary to expectations, we find no support for increased gain of diapause during the Eocene–Oligocene glaciation (~35 million years ago). Overall, the evolution of diapause in butterflies has a complex history, has evolved convergently, and has likely predated the major glaciation event consistent with the deep history of diapause evolution in insects. This study advances our understanding of the evolution of a complex and important life-history trait and establishes a macroevolutionary foundation for future studies on the ultimate and proximate basis of diapause evolution.


Plasticity for the win: Flexible transcriptional response to host plant switches in the comma butterfly ( Polygonia c‐album )

July 2024

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41 Reads

Molecular Ecology

Generalist plant‐feeding insects are characterised by a broad host repertoire that can comprise several families or even different orders of plants. The genetic and physiological mechanisms underlying the use of such a wide host range are still not fully understood. Earlier studies indicate that the consumption of different host plants is associated with host‐specific gene expression profiles. It remained, however, unclear if and how larvae can alter these profiles in the case of a changing host environment. Using the polyphagous comma butterfly ( Polygonia c‐album ) we show that larvae can adjust their transcriptional profiles in response to a new host plant. The switch to some of the host plants, however, resulted in a larger transcriptional response and, thus, seems to be more challenging. At a physiological level, no correspondence for these patterns could be found in larval performance. This suggests that a high transcriptional but also phenotypic flexibility are essential for the use of a broad and diverse host range. We furthermore propose that host switch tests in the laboratory followed by transcriptomic investigations can be a valuable tool to examine not only plasticity in host use but also subtle and/or transient trade‐offs in the evolution of host plant repertoires.


FIG. 2.-A comparison of the effects of filtering on predicted protein counts for both native and de novo (BRAKER2) annotations. The 6 letter species abbreviations here use the first 3 letters of species' binomial nomenclature; see supplementary table S1, Supplementary Material online if necessary. A) Decrease in total protein count per species following filtering of native annotation files. Note that only 20 of 30 species included in this study had locatable native annotation files (e.g. a general feature format (GFF) file); as such, not all species have filtered native annotations. B) Decrease in total protein count per species following filtering of de novo annotation files. C) Comparison of total protein counts between filtered de novo and filtered native annotations for each species. See supplementary table S1, Supplementary Material online for full species names.
FIG. 4.-Effects of diet breadth on gene family size, while accounting for phylogenetic history. Diet breadth for each of n = 30 Lepidoptera species was assessed by the number of orders larvae have been observed feeding on (see supplementary table S8, Supplementary Material online). A) The effect of diet breadth is depicted as credible intervals (50%, 80%, and 95%) of posterior distributions of slopes from a multilevel model (see Methods). Each horizontal line represents a gene family, and families are ordered by their posterior averages. Results are for all gene families analyzed in the root-filtered, λ ≠ μ, BRAKER2 annotation set that had an average gene family size per species ≥ 2. The vast majority of the 1,167 gene families analyzed did not have their size significantly affected by diet breadth, as seen by their overlap with 0 (solid line). Gene families that were significantly larger in species with more host orders (generalists) or significantly larger in species with fewer host orders (specialists) are shown in the insets B) and C), respectively. MADF: myb/SANT-like domain in Adf-1. Regression lines represent fits from the multilevel model, with the shaded region representing the 95% credible interval. As many species perfectly overlap, we scaled the point size to the number of species ('Count') at that coordinate.
selection of results from two Orthofinder runs
Genome-Wide Gene Birth–Death Dynamics Are Associated with Diet Breadth Variation in Lepidoptera

July 2024

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96 Reads

Genome Biology and Evolution

Comparative analyses of gene birth–death dynamics have the potential to reveal gene families that played an important role in the evolution of morphological, behavioral, or physiological variation. Here, we used whole genomes of 30 species of butterflies and moths to identify gene birth–death dynamics among the Lepidoptera that are associated with specialist or generalist feeding strategies. Our work advances this field using a uniform set of annotated proteins for all genomes, investigating associations while correcting for phylogeny, and assessing all gene families rather than a priori subsets. We discovered that the sizes of several important gene families (e.g. those associated with pesticide resistance, xenobiotic detoxification, and/or protein digestion) are significantly correlated with diet breadth. We also found 22 gene families showing significant shifts in gene birth–death dynamics at the butterfly (Papilionoidea) crown node, the most notable of which was a family of pheromone receptors that underwent a contraction potentially linked with a shift to visual-based mate recognition. Our findings highlight the importance of uniform annotations, phylogenetic corrections, and unbiased gene family analyses in generating a list of candidate genes that warrant further exploration.


Partial map of Sweden and Denmark, showing P. aegeria distribution (shaded area). The sampling location for the photoperiod experiment is marked with a star. Bars show local allele frequencies at the candidate SNPs in timeless (tim) and period (per), which were previously shown to correlate with photoperiodic plasticity in a cross between P. aegeria from Sundsvall and North Skåne (Pruisscher et al., 2018). The variant in period spans two adjacent nucleotides, but these segregate together, hence only one frequency value is shown.
Effects of daylength and genotype on diapause incidence (top) and larval development mode (bottom). Points are proportions per treatment and genotype; lines are fitted probabilities from the GLMM analyses. (a, b) main experiment, effect of timeless on homogenous period background—blue squares and solid line for SS homozygotes; orange diamonds and dashed line for NN homozygotes. (c, d) sub‐experiment, effect of period on homogenous timeless background—purple triangles and dot‐dashed line for SS homozygotes; orange diamonds and dashed line for N homo/hemizygotes.
Bar plots showing allele frequencies of nonsynonymous SNPs in timeless (a) and period (b) for Kalmar (middle column) and six other populations: Sun = Sundsvall, Sth = Stockholm, Hgl = Småland Highlands, Nsk = North Skåne, Ssk = South Skåne, Cph = Copenhagen. Sun and Nsk were the populations used in the previous experiment by Pruisscher et al. (2018). Circles show Grantham's distance for each substitution; brighter color indicates a larger dissimilarity between the two alternative amino acids. The candidate SNPs tested in the experiment are marked with dashed rectangles; novel variants unique to Kalmar are marked with a yellow rectangle. In period, two SNPs altered the same codon, resulting in three alleles at position 472.
Predicted protein sequence for (a) timeless and (b) period, showing all amino acid polymorphisms found in the Kalmar population at a minimum allele count of five. Numbers show frequencies of the minor allele. The candidate variants first characterized by Pruisscher et al. (2018) are outlined in dashed gray; variants found only in Kalmar are highlighted in yellow. Note that only approximately half of the period sequence is shown (and was analyzed), as the rest of the period gene was split across multiple contigs in the genome assembly used.
Testing for variation in photoperiodic plasticity in a butterfly: Inconsistent effects of circadian genes between geographic scales

July 2024

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52 Reads

A bstract The genetic components of the circadian clock have been implicated as involved in photoperiodic regulation of winter diapause across various insect groups, thereby contributing to adaptation to adverse seasonal conditions. So far, the effects of within‐population variation in these genes have not been well explored. Here, we present an experimental test of the effects of within‐population variation at two circadian genes, timeless and period , on photoperiodic responses in the butterfly Pararge aegeria . While nonsynonymous candidate SNPs in both of these genes have previously shown to be associated with diapause induction on a between‐population level, in the present experiment no such effect was found on a within‐population level. In trying to reconcile these results, we examine sequence data, revealing considerable, previously unknown protein‐level variation at both timeless and period across Scandinavian populations, including variants unique to the population studied here. Hence, we hypothesize that these variants may counteract the previously observed diapause‐averting effect of the candidate SNPs, possibly explaining the difference in results between the experiments. Whatever the cause, these results highlight how the effects of candidate SNPs may sometimes vary across genetic backgrounds, which complicates evolutionary interpretations of geographic patterns of genetic variation.


A time course analysis through diapause reveals dynamic temporal patterns of microRNAs associated with endocrine regulation in the butterfly Pieris napi

April 2024

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236 Reads

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3 Citations

Molecular Ecology

Organisms inhabiting highly seasonal environments must cope with a wide range of environmentally induced challenges. Many seasonal challenges require extensive physiological modification to survive. In winter, to survive extreme cold and limited resources, insects commonly enter diapause, which is an endogenously derived dormant state associated with minimized cellular processes and low energetic expenditure. Due to the high degree of complexity involved in diapause, substantial cellular regulation is required, of which our understanding primarily derives from the transcriptome via messenger RNA expression dynamics. Here we aim to advance our understanding of diapause by investigating microRNA (miRNA) expression in diapausing and direct developing pupae of the butterfly Pieris napi. We identified coordinated patterns of miRNA expression throughout diapause in both head and abdomen tissues of pupae, and via miRNA target identification, found several expression patterns to be enriched for relevant diapause‐related physiological processes. We also identified two candidate miRNAs, miR‐14‐5p and miR‐2a‐3p, that are likely involved in diapause progression through their activity in the ecdysone pathway, a critical regulator of diapause termination. miR‐14‐5p targets phantom , a gene in the ecdysone synthesis pathway, and is upregulated early in diapause. miR‐2a‐3p has been found to be expressed in response to ecdysone, and is upregulated during diapause termination. Together, the expression patterns of these two miRNAs match our current understanding of the timing of hormonal regulation of diapause in P. napi and provide interesting candidates to further explore the mechanistic role of microRNAs in diapause regulation.


Plasticity for the win: Flexible transcriptional response to host plant switches in the comma butterfly (Polygonia c-album)

April 2024

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24 Reads

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1 Citation

Generalist butterflies are characterized by a broad host repertoire that can comprise several families or even different orders of plants. The genetic and physiological mechanisms underlying the use of such a wide host range are still not fully understood. Earlier studies indicate that the consumption of different host plants is associated with host-specific gene expression profiles. It remained, however, unclear if and how larvae can alter these profiles in the case of a changing host environment. Using the polyphagous comma butterfly (Polygonia c-album) we show that larvae can adjust their transcriptional profiles in response to a new host plant. The switch to some of the host plants, however, resulted in a larger transcriptional response and, thus, seems to be more challenging. At a physiological level, no correspondence for these patterns could be found in larval performance. This suggests that a high transcriptional but also phenotypic flexibility are essential for the use of a broad and diverse host range. We furthermore propose that host switch tests in the laboratory followed by transcriptomic investigations can be a valuable tool to examine not only plasticity in host use but also subtle and/or transient trade-offs in the evolution of host plant repertoires. key words: insect-plant association, host plant adaptation, gene expression, phenotypic plasticity


Tempo and mode of diapause evolution in butterflies

February 2024

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137 Reads

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1 Citation

Quantifying the tempo and mode via modern phylogenetic comparative methods can provide crucial insights into the role of selection and constraints in trait evolution. Here we elucidate the evolution of diapause, a complex and defining life-history trait that allows temporal escape from unfavorable conditions in many insects, including our model system, butterflies. Using a thorough literature survey, we first scored the developmental stage of diapause (egg, larva, pupa, adult) vs. absence of diapause. We find that larval diapause is most common in temperate lineages while pupal, egg, and adult diapause are relatively rare. Next, we determined that the loss of diapause occurred at a much higher rate than the gain, and its gain primarily occurred from the non-diapause state. While ancestral state estimation at deeper nodes remained uncertain, we found consistent patterns for some families and strong evidence for the convergent evolution of diapause across butterflies. We found no support for the hypothesis that the rate of the gain of diapause should be higher during the Eocene-Oligocene glacial maximum event (~35 MYA). Overall, the evolution of diapause in butterflies has a complex history, has evolved convergently, and has likely evolved much earlier than the Eocene-Oligocene glaciation event consistent with the deep history of diapause evolution in insects. These findings fill a deep gap in much-needed studies for future comparative research.


Citations (64)


... Taking into account the genetic aspect, there exist taxonomic studies of the genus Colias or higher taxonomic units based on analyses of single individuals from some species within the genus. In particular, genomic studies have provided knowledge on the evolution of Colias [25]. However, population studies of C. myrmidone have not Insects 2025, 16, 220 3 of 23 been conducted to date. ...

Reference:

Conservation Genetics of the Endangered Danube Clouded Yellow Butterfly Colias myrmidone (Esper, 1780) in the Last Central European Stronghold: Diversity, Wolbachia Infection and Balkan Connections
Rapid Evolution of Host Repertoire and Geographic Range in a Young and Diverse Genus of Montane Butterflies
  • Citing Article
  • November 2024

Systematic Biology

... Diapause is a type of dormancy that allows insects to survive periods unsuitable for growth and reproduction, such as cold winters [25]. Winter diapause has evolved repeatedly as insects have expanded and shifted their range from the southern tropical regions into the northern temperate zone [26,27], and the life stage(s) where diapause can be expressed also vary across species [28]. The plastic induction of winter diapause is strongly associated with the ability of many temperate insects to produce several generations per year [29]. ...

Tempo and mode of winter diapause evolution in butterflies

Evolution Letters

... As cis-regulatory sites controlling for AS are often closely linked to the expressed gene, selection for plasticity in AS should lead to noticeable signatures in genetic diversity in gene loci. In this issue, Steward et al. (2024) tested this exciting hypothesis by using a unique system of developmental plasticity in seasonal diapause in the butterfly Pieris napi. The authors characterised AS and total transcript abundance through a time-series of development with and without diapause. ...

Genetic constraints in genes exhibiting splicing plasticity in facultative diapause

Heredity

... H otspot loci are genomic regions that are repeatedly implicated in producing similar phenotypic variation in unrelated lineages (1). In Lepidoptera (butterflies and moths), a handful of hotspot loci have been found to control intraspecific polymorphisms in wing color patterns (2)(3)(4)(5)(6)(7)(8)(9)(10)(11)(12)(13)(14). One of the most intensively studied loci is a genomic region containing the protein-coding gene cortex, associated with melanic (black and white; dark and bright) wing color pattern variations. ...

The genetic basis of a regionally isolated sexual dimorphism involves cortex
  • Citing Preprint
  • January 2024

... Representative sequences from the neritimorph alignment were used to find similar sequences in the GenBank nr database with blastp (E < 0.001). The scaffolds for the genome of T. fluviatilis [34] available in the GenBank WGS database were searched with tblastn (default parameters) using Gl contig 19576 ORF 45 GenBank sequences and all neritimorph sequences were combined into a single file and re-aligned with Clustal X2. The alignment is appended to this article as supplementary file "ORF1.fasta". ...

A draft genome of the neritid snail Theodoxus fluviatilis

G3 Genes Genomes Genetics

... Indeed, there are now several examples of large chromosome regions maintained as blocks of differentiated sequences, with evidence for long-term balancing selection 180 . Examples include chromosomal inversions affecting colour polymorphism in stick insects and damselflies, and life-history traits in seaweed flies [181][182][183] . Finally, multi-locus balancing selection becomes likely when selection on traits is disruptive, rather than stabilizing [154][155][156] . ...

The genomics and evolution of inter-sexual mimicry and female-limited polymorphisms in damselflies

Nature Ecology & Evolution

... Curiously, we found no evidence that CCE gene number changes with diet or XD across all insects, casting doubt on their general role as detoxification enzymes for ecologically relevant toxins, despite their clear involvement in the evolution of resistance to some synthetic insecticides (Oakeshott et al. 1999(Oakeshott et al. , 2005. However, two recent studies have independently found a positive association between polyphagy and CCE family size in Lepidoptera (Breeschoten et al. 2021;Dort et al. 2023), which might suggest detoxification roles for CCEs are limited to specific insect taxa. ...

Genome-wide gene birth-death dynamics are associated with diet breadth variation in Lepidoptera
  • Citing Preprint
  • April 2023

... 5A, 5F). The Wnt and Toll pathways, transcription factors Spalt and Distal-less, and the melanic scale determinant ivory/miR193 have been implicated the patterning of pierid marginal bands (82,(97)(98)(99)(100)(101), and future work could explore how Dsx isoforms regulate these processes in early Colias pupae. ...

The genetic basis of wing spots in Pieris canidia butterflies

BMC Genomics

... Most previous studies of this genus focused on descriptions of new taxa and taxonomic reviews based on morphological traits (Verhulst 2000;Grieshuber et al. 2012;Grieshuber 2014;Wu and Hsu 2017). Although some molecular phylogenetic studies have examined Colias evolution (Pollock et al. 1998;Wheat and Watt 2008;Laiho and Stahls 2013;Kir'yanov 2021;Tunström et al. 2023), phylogenetic relationships within this genus remain poorly resolved due to inadequate species sampling or insufficient molecular markers. ...

Evidence for a single, ancient origin of a genus-wide alternative life history strategy

Science Advances