Abstract
Plasticity is a widespread feature of development, enabling phenotypic change based on the environment. Although the evolutionary loss of plasticity has been linked both theoretically and empirically to increased rates of phenotypic diversification, molecular insights into how this process might unfold are generally lacking. Here, we show that a regulator of nongenetic inheritance links evolutionary loss of plasticity in nature to changes in plasticity and morphology as selected in the laboratory. Across nematodes of Diplogastridae, which ancestrally had a polyphenism, or discrete plasticity, in their feeding morphology, we use molecular evolutionary analyses to screen for change associated with independent losses of plasticity. Having inferred a set of ancestrally polyphenism-biased genes from phylogenetically informed gene-knockouts and gene-expression comparisons, selection signatures associated with plasticity’s loss identify the histone H3K4 di/monodemethylase gene spr-5/LSD1/KDM1A. Manipulations of this gene affect both sensitivity and variation in plastic morphologies, and artificial selection of manipulated lines drive multigenerational shifts in these phenotypes. Our findings thus give mechanistic insight into how traits are modified as they traverse the continuum of greater to lesser environmental sensitivity.
Similar content being viewed by others
Introduction
A trait’s development can shift from being environmentally sensitive (plastic) to insensitive (constitutive)—a process termed genetic assimilation—thereby fixing what was at first a conditionally expressed trait1,2,3. Because both theory and empirical studies have linked assimilation to phenotypic diversification4,5,6,7,8, the molecular details of plasticity’s loss should inform its potential evolutionary impacts. In principle, inference from cases of assimilation in nature could reveal the molecular mechanisms that mediate shifts in developmental plasticity and associated changes in morphology. The identification of such a mechanism would then allow functional tests of whether and how it drives change in a trait’s plasticity. Here, we infer and test such a mechanism in a family of nematodes (Diplogastridae) whose common ancestor had resource polyphenism, or discrete plasticity in its feeding morphology and niche use, with several lineages having lost the polyphenism independently6 (Fig. 1A). As a result, we (i) identify genes associated with loss of polyphenism using a combination of transcriptomic and comparative genomic analyses, (ii) functionally validate the role of a candidate gene in plastic development, and, motivated by the gene’s identity, (iii) test the possibility that the loss of its function allows a rapid response to selection.
Results
A shared set of genes is polyphenism-biased across Pristionchus
In Diplogastridae, the origin of the polyphenism correlated with increased evolutionary rates for mouth morphology, with even higher rates following in lineages where plasticity was lost and a single morph assimilated6. We hypothesized that, in this nematode family, genes whose expression was once polyphenism-biased should bear a signature of evolution (e.g., relaxed or positive selection) associated with plasticity’s loss4,9,10. To test this idea, we first inferred a set of polyphenism-biased genes ancestral to a clade of >50 known species (the genus Pristionchus). For this inference, we identified genes whose expression is changed by the ablation of the polyphenism switch in two species representing an early divergence in that group. Our approach used genetic perturbations in common genetic backgrounds and environmental conditions, which allowed us to distinguish genes associated with the polyphenism per se from others whose expression might also be variously influenced by environmental cues11. This approach also excluded effects that might be idiosyncratic to individual cues, which in Pristionchus include crowding, starvation, and other metabolic influences12,13,14. Further, these genes were identified from pooled, whole-organism contrasts that, although they obscure responses specific to tissue or developmental stage, we predicted to capture effects across the body, which are known for this case of resource polyphenism15. Starting from a known network of switch genes in the mouth-polyphenic model P. pacificus, we established a proof of principle that a similar switch mechanism could be found and manipulated in other diplogastrid nematodes. We adapted CRISPR/Cas9-mediated knockout of two polyphenism switch-genes, eud-1 and seud-1/sult-1, in the dimorphic species P. fissidentatus (Supplementary Fig. 1). These knockouts completely fixed the nematodes’ feeding phenotypes. Just as in P. pacificus16,17, mutant lines were constitutive for the stenostomatous (St, microbivorous) morph and the eurystomatous (Eu, facultatively predatory) morph, respectively (Fig. 1B; Supplementary Fig. 2). Having confirmed these genes as regulators of the polyphenism across Pristionchus, we sequenced the whole transcriptomes of the mutant lines to identify genes with concordant, morph-biased expression in both P. pacificus and P. fissidentatus. Overlap in morph-biased gene expression in the two species revealed 838 genes (488 St-biased; 350 Eu-biased), defining a core set of polyphenism-biased genes inferred to be ancestral to Pristionchus (Fig. 1C).
Independent bouts of genetic assimilation share common evolutionary targets
We next determined if the evolution of any of these morph-biased genes correlated with independent losses of plasticity. To do so, we first used 41 Pristionchus and outgroup species to identify genes uniquely evolving in two species, P. bucculentus and P. elegans, which have assimilated a single morph18,19 (Fig. 1A). Although the sister-group relationship between these two species implies a single assimilation event, P. bucculentus appears to have fixed the Eu form, whereas the divergence of form in P. elegans is so extreme as to confound homology with either the Eu or St morph20, consistent with high post-assimilation evolutionary rates in Diplogastridae6. Therefore, we analysed both Eu- and St-biased genes without assuming which set was constitutively expressed during assimilation. Comparing previously published, whole transcriptomes from across Pristionchus and outgroups21, we identified those genes showing episodic, or branch-specific, diversifying selection in these two species, thereby defining evolutionary targets associated with the loss of plasticity (Supplementary Table 1). We then tested whether any of these genes likewise reported selection associated with an independent assimilation event (Fig. 1A), which would point to a potentially generalizable feature of plasticity’s loss in Diplogastridae. Specifically, we intersected our results with patterns of episodic, diversifying selection in the species Diplogasteroides magnus and Levipalatum texanum, whose mouth morphologies were, like the two Pristionchus species above, the product of increased evolutionary rates following assimilation. As in P. elegans, the assimilated forms of D. magnus and L. texanum have diverged beyond identification as either the Eu or St morph, although an outgroup to these species (Oigolaimella spp.)6 suggests the Eu morph may have been fixed. For these analyses, we used these two monomorphic species and polyphenic representatives from other genera with sequenced genomes (Pristionchus, Parapristionchus, Micoletzkya, Allodiplogaster, and Koerneria) across the phylogeny of Diplogastridae. Whereas our former analysis focused on closely related species within the genus for which the polyphenism-associated genes were inferred (Pristionchus), this analysis used distant species from across the family to explore the generalizability of the former’s results. Although polyphenism-associated genes were not overrepresented among genes showing evidence of selection (Supplementary Table 1), 20 genes reported diversifying selection associated with both assimilation events (Table 1). Therefore, this analysis identified a set of candidates whose function may contribute to plasticity regulation, morphological variation, or both.
To further filter this set of candidates, we tested if the strength of selection acting on genes in each of our assimilated species has been relaxed relative to that on polyphenic species. Our rationale was threefold: first, plasticity can be lost due to selection or drift3,22,23,24; second, genes not associated with the phenotype that was canalized during genetic assimilation might have experienced relaxed selection following plasticity’s loss4,10; third, this analysis would identify additional targets whose evolutionary history is similar during independent cases of assimilation. Further, because this analysis is not mutually exclusive with that for episodic diversifying selection above, given their different methods of detecting increased ω ratios, it is also possible that the two analyses would point to a set of overlapping genes. Therefore, we predicted our combined approach to reveal genes accumulating variation under both kinds of selection. As with our inference of episodic diversifying selection, we observed a limited set of once morph-biased genes (18 total) with signatures of relaxed selection across both assimilation events (Table 2). Moreover, five of these genes were common to both selection analyses. Because the latter genes showed a signature of multiple evolutionary forces, we highlighted these as candidates to inform the process of plasticity’s loss and associated morphological change.
Multiple signatures of selection distinguish the histone demethylase SPR-5
Among the five targets from both selection analyses at both phylogenetic levels was the histone H3-di/monomethyl-lysine-4 (H3K4me1/2) demethylase gene spr-5/LSD1/KDM1A. In the model nematode Caenorhabditis elegans, spr-5 is well-established as a mediator of transgenerational, epigenetic inheritance25,26,27,28. Because (i) spr-5 has Eu-biased expression, (ii) H3K4 dimethylation is associated with mouth polyphenism in P. pacificus29, (iii) chromatin regulators may act as evolutionary capacitors30, (iv) transgenerational, epigenetic inheritance has been theoretically implicated in genetic assimilation more generally22,31,32,33, and (v) adaptive peak shifts may occur through genetic drift of genes controlling epigenetic variability22, we investigated spr-5 as a potential modifier of plasticity. From the sequences reporting selection, we determined whether lineage-specific variants might reveal obvious changes in SPR-5 function. Specifically, we compared the predicted functional consequences between candidate amino-acid sites experiencing diversifying selection and other sites diverging from a sequence reconstructed for the most recent common ancestor of P. bucculentus and P. elegans. We found no bias between variants reporting diversifying selection and other variants across functional domains of the protein (Table 3). Additionally, there were no major differences in mutational sensitivity or the presence of inferred catalytic or binding motifs between the two site categories, nor was there strong evidence for any single aspect of protein function to be targeted or modified. Together with our selection tests above, these results suggest that relaxed selective constraint potentially shaped much of this gene’s divergence or concomitant shift in function and that such relaxation could promote substantial changes in plasticity and morphology.
SPR-5 regulates polyphenism switching and plastic morphology
We then directly tested the function of spr-5 in the mouth polyphenism using the polyphenic model nematode P. pacificus. When we genetically ablated spr-5 in P. pacificus, we observed two effects on the polyphenism. First, spr-5 mutants showed decreased plasticity under multiple induction cues. Amidst conditions that alternatively promote the St and Eu morph, specifically liquid and solid rearing media, respectively14, spr-5 mutants showed smaller differences in morph bias (estimate = 2.13, Z = 4.55, P = 1.06 × 10−5; Fig. 2A) than did wild-type individuals (estimate = 7.37, Z = 6.65, P = 5.92 × 10−11). We also tested plasticity in response to an ecologically more relevant cue, starvation. As with culture conditions above, there was a significant genotype-by-environment interaction: when we starved a normally St-biased strain (RS5200B)16 with and without a spr−5 loss-of-function allele, induction of the Eu morph, which was observed in spr-5 wild-type individuals (estimate = 2.78, Z = 7.19, P = 1.34 x 10−12), was abolished in mutants (estimate = −0.48, Z = 1.91, P = 0.11; Fig. 2B). Together, these results indicate a role for spr-5 in polyphenism regulation, specifically in environmental responsiveness and induction of Eu morphology. Second, some mutant individuals showed new variants of form, as quantified by geometric morphometrics, suggesting the potential of spr-5 to mediate change in the plastic morphology itself (Fig. 2C–E). Although the observed morphs of spr-5 mutants partially overlapped with both wild-type morphs, morphospace was narrower between alternative mutant morphs, as assigned by model-based clustering, indicating an increase of non-stereotypical, intermediate forms. Specifically, morphospace distance between the Eu-like and St-like groups of spr-5(iub33) (0.156 units) was significantly shorter (i.e., containing more intermediates) than that between wild-type morphs, including when quantified from representative isolates across P. pacificus (0.255 units; Z = 4.23, P = 1.00 × 10−4). In short, knocking out spr-5 affected both the incidence of discrete morphs and their morphology. More generally, mutations in this gene affected the regulation and production of a morphology that has rapidly diversified in correlation with its genetic assimilation.
spr-5 influences mouth morphology in the absence of plasticity
Because spr-5 influences plasticity, we examined whether observed changes to typical mouth morphology were due only to modifications of the polyphenism switch or also to effects downstream of the switch. We reasoned that if spr-5 could affect once-plastic morphology even after genetic assimilation, spr-5 mutants should have an effect in P. pacificus individuals with morph-constitutive development. To test this idea, we forced fixation of the Eu morph, using a transgenic insertion line that overexpresses eud-1 (allele iubIs16), in a spr-5 mutant background. We found that despite the absence of plasticity in the transgenic line, spr-5 mutants showed a different range of morphologies of the Eu morph (Z = 2.47, P = 8.00 × 10−3, Procrustes ANOVA; Fig. 3). Thus, in addition to the decreased plasticity in spr-5 mutants, spr-5 influences the trait either downstream of or in parallel to the polyphenism network. This finding supports the possibility that altered H3K4 di/monomethylation could result in new variants in mouth morphology both during and after the loss of plasticity.
Effects of spr-5 on polyphenism are intergenerational
Given the role of spr-5 in nongenetic inheritance, we next determined whether mutations in this gene influence polyphenism induction intergenerationally. If so, we would expect the offspring of spr-5– parents to exhibit the mutant phenotype even after spr-5 function is restored. To test this, we outcrossed spr-5– individuals to wild-type (PS312) individuals, and then compared the bias in morph induction among homozygous mutants, heterozygotes, and the wild-type (Fig. 4A). We found that (i) heterozygous F1 showed a significant reduction in the Eu morph compared to a wild-type self-cross, (ii) this intergenerational effect was erased in the F2, which returned to the wild-type phenotype, and (iii) homozygous spr-5– F3 clones were significantly less Eu-biased than homozygous wild-type F3, showing conversion to the mutant phenotype in exactly one generation. Together, these findings show that the wild-type spr-5 allele is completely dominant for polyphenism function and that, consistent with the gene’s expression in the germline25,34, spr-5 regulates plasticity intergenerationally. Further, these results show that, in contrast with phenotypes studied in C. elegans25,26,27,35, the influence of spr-5 on the mouth plasticity is immediate, not requiring the accumulation of histone modifications over several generations. Next, to test our presumption that spr-5 mutant phenotypes are the result of inherited methyl marks, we pharmacologically inhibited SPR-5 activity in wild-type individuals, using a specific inhibitor (Bizine) of human LSD1. Treatment with Bizine phenocopied spr-5 mutants (Supplementary Fig. 3), both in shifting the morph bias (estimate = 1.32, Z = 3.68 P = 2.33 × 10-4) and in the production of otherwise absent, intermediate forms (96 in Bizine treatment, zero in control; P = 2.20 × 10–16, Fisher’s exact), consistent with the activity of P. pacificus SPR-5 in H3K4 di/monodemethylation. Together, these results show that SPR-5 influences, likely through the demethylation of H3K4 marks, intergenerational transmission of polyphenism induction.
SPR-5-mediated variation fuels multigenerational shifts in plasticity and morphology
Finally, we tested whether loss of spr-5 function, and presumably the production of epimutations25,26,27, would allow directional selection on plasticity (i.e., morph ratio) and morphology. We were motivated by the possibility that short-term, nongenetic shifts in plasticity and morphology would offer one explanation for the correlation of spr-5 selection with morphological divergence in Diplogastridae. Our reasoning was that weakened selection on epigenetic modifiers can promote phenotypic evolution22 and even compromised function can be positively selected and adaptive, particularly in enzyme evolution36. Using spr-5 loss-of-function mutants as a powerful proxy of this potential effect, we tested whether multigenerational shifts in mouth morphology were possible by selecting on the epigenetic variation mediated by spr-5. For this test, we performed artificial selection on polyphenism phenotypes in highly inbred (i.e., genetically homozygous) but likely epigenetically variable25,26,27 spr-5– lines. Because selection on inbred lines of the wild-type background in which our mutants were made fail to drive any shift in morph bias12, and given the self-fertilizing reproductive mode and high homozygosity of laboratory strains of P. pacificus37,38, we would interpret any selectable differences over a short time to be most likely upon epimutations rather than standing genetic variation. Likewise, since the mutation rate of this species is typical of many animals (i.e., on the order of 10-9)39, we consider it unlikely that any phenotype could detectably be selected from new mutations over a small number of generations.
After 10 generations of selection, the control line, whose morphology was not considered for selection, showed no net change in plasticity as measured by the proportions of categorically defined morphs (% Eu; estimate = -0.041, Z = 1.21, P = 0.23). However, lines selected either for the Eu morph (estimate = 0.079, Z = 2.20, P = 0.028) or against it (estimate = –0.128, Z = 3.93, P = 8.48 × 10–5) each showed significant shifts in plasticity over the same number of generations (Fig. 4B). These shifts resulted in divergence of morph proportions: whereas lines did not differ in the proportion of Eu to non-Eu (St or intermediate) individuals at G1 (for-Eu estimate relative to random = -0.008, Z = 0.018, P = 0.986; against-Eu estimate relative to random = -0.214, Z = 0.71, P = 0.478), they significantly differed at G10 (for-Eu estimate relative to random = 0.839, Z = 2.62, P = 0.009; against-Eu estimate relative to random = -1.531, Z = 3.25, P = 0.001). Using geometric morphometrics on random samples of individuals from each of the selected lines at G10, we also found that the three lines diverged in their morphology, occupying three significantly different regions of morphospace (Fig. 4C; for-Eu vs. random: Z = 2.50, Padj = 0.018; against-Eu vs. random: Z = 2.34, Padj = 0.018; for-Eu vs. against-Eu: Z = 1.82, Padj = 0.046). Additionally, the line selecting against Eu morphology exhibited a significant increase in morphological disparity compared to the other two lines (Fig. 4C; against-Eu vs. random: d = 0.012, Padj = 0.012; against-Eu vs. for-Eu: d = 0.018, Padj = 0.003). In principle, the latter strain’s wider range of phenotypes could subsequently serve as substrate for further selection to refine into adaptive forms. Thus, our artificial selection regime resulted in rapid, heritable, and directional change in both plasticity and the resulting morphology.
Discussion
We have shown that a mediator of nongenetic inheritance, spr-5, influences a developmentally plastic trait, exposes variation—presumably in the form of epimutations—in that trait to directional selection, and enables multigenerational shifts in phenotype over few generations. Moreover, we identified this gene from a screen designed to identify candidates from nematode lineages that have both lost plasticity and undergone the rapid evolution of once-plastic forms6. Thus, using past events, we have pinpointed a specific factor that can effect change in polyphenism in the absence of standing genetic variation.
The importance of nongenetic inheritance in evolution has been supported by a surge of examples from the laboratory and in nature [reviewed in40,41]. In the laboratory model C. elegans, mechanisms for transgenerational inheritance of environmental responses have been described, specifically small RNAs42 and histone (H3K9me3) methylation43. This precedent had suggested that differences in the more recent nematode innovation studied here, resource polyphenism, might be inherited across generations and likewise through histone modifications. For polyphenism regulation, P. pacificus requires H4K5/12 acetylation during a critical window of larval development, such that polyphenism switch-gene (eud-1) expression is licensed within a generation44. In addition, histone methylation levels (H3K4me2/3) at the same switch-gene have also been linked to changes in gene expression and shifts in mouth form ratio29. Here, we have identified a histone modifier that both canalizes the alternative forms of a resource polyphenism (Fig. 2B) and mediates the inter- and multigenerational accumulation of changes to their environmental sensitivity (Fig. 4). Moreover, by drawing on the precision with which epigenetic mechanisms for transgenerational memory are being described, specifically in nematodes45,46, spr-5 anchors testable predictions about how developmental plasticity should access such memory.
Another upshot of our findings is that spr-5 identifies a mechanism joining two axes of variation in polyphenic traits: their environmental sensitivity and ultimate morphology. Discontinuity in plasticity suggests that the sensitivity and the ultimate trait mean should be free to evolve independently. In this case, these two aspects of plasticity should involve alternative sets of genes47,48, a premise that has been supported by empirical studies, for example, of feeding morphology in cichlids49 and resource polyphenism in spadefoot toads50. Testing this idea at a molecular level, we show that sensitivity and trait values can also be influenced by the same molecular processes. Previously, all described regulators and effectors of the Pristionchus mouth polyphenism had reported influence on just one axis of variation. Whereas some affect the ratio under which a stereotypical morph is produced, through effects on either sensory perception or endogenous signalling16,17,51,52, mutations in others cause morph-constitutive phenotypes that assume aberrant but nevertheless consistent forms15,53. Presumably through its genome-wide effects as a chromatin modifier, spr-5 shows mutant phenotypes both in plasticity and in morphological trait values.
Given that the evolution of both plastic and assimilated forms in Diplogastridae has been quantitative, rather than the simple fixation of alternative forms throughout the family6, morphological change associated with plasticity and its loss has likely been complex, involving multiple genetic modifiers rather than an occasional large effect on the switch pathway itself. Because spr-5 controls exposure of morphological variation, gene expression influenced by spr-5 will help to identify such modifiers, which should include the ultimate targets of the polyphenism. Specifically, differences in the H3K4me1/2 landscape among species, strains, and environments would highlight these targets. It is also possible that spr-5 itself has a role in this process, since it influences both what variants are visible to selection and how often they are done so. Comparative analyses combined with functional analyses of polyphenism targets, as we have performed here for spr-5, will allow tests of this principle. Moreover, because spr-5 plays a role in DNA damage repair54, modified function of this gene might result, over more generations than we examine here, in de novo mutations directly. In this way, it is possible that the multigenerational maintenance of a selected phenotype through nongenetic inheritance might facilitate both the sorting of standing genetic variation and the accumulation of new variation. Re-sequencing of selected spr-5 lines would formally test whether this is a possibility in real time in the laboratory.
Finally, a mechanistic understanding of modifiers of plastic morphologies, such as spr-5, will inform whether and how divergence within morphs ultimately influences the birth of new morphs, cases of which are well documented for resource polyphenism55. For instance, if epigenetic regulators promote and stabilize, even over a few generations41, novel morphologies that have altered resource-use capabilities, then competition and selection could act as wedge to exaggerate induced differences and push forms into new regions of niche and phenotypic space56. Indeed, in at least two cases in Diplogastridae, new morphotypes have been apparent exaggerations of previously existing ones, such as the novel feeding-types in several fig-associated Pristionchus species57 and the “teratostomatous” morph of Allodiplogaster sudhausi58. Knowledge of polyphenism targets whose expression is mediated by spr-5 will allow tests of their role in the rapidly diverging mouth morphologies within and among lineages of Diplogastridae.
In conclusion, our findings highlight a mediator of epigenetic inheritance, specifically an H3K4 di/monodemethylase, as a facilitator of change in traits as they traverse the continuum of greater to lesser environmental sensitivity. Characterization of this process gives a mechanistic basis to longstanding theory and makes a guidepost for exploring the generalizability of genetic assimilation and its molecular underpinnings in diverse systems.
Methods
Ablation of polyphenism switch genes in P. fissidentatus
Gene editing by CRISPR/Cas9 was used to knock out orthologues of eud-1 and seud-1/sult-1 in P. fissidentatus (strain RS5133). Target sequences for eud-1 and seud-1/sult-1 were chosen to be in coding sequences that, when deleted in P. pacificus, result in loss-of-function mutations. Protospacer adjacent motif (PAM) sites and corresponding crRNAs were then identified within the exons containing these sequences in P. fissidentatus. tracrRNA and designed crRNAs were synthesized by Integrated DNA Technologies (IDT). gRNAs were produced following the manufacturer’s protocol and combined with Cas9 to generate a ribonucleoprotein (RNP) complex. The final injection mix consisted of 0.43 µl of the RNP complex in 4.57 µl of TE buffer, together with a plasmid (50 ng/µl) containing a P. pacificus codon-optimized egl-20p::TurboRFP::rpl-23UTR construct as a co-injection marker for identifying successful injections among F1 individuals59. All marker-reporting F1 and their siblings were isolated and allowed to self-cross. After eggs (F2) were laid, F1 were genotyped using a heteroduplex mobility assay (HMA)60. Offspring of F1 determined to be heterozygous for a CRISPR/Cas9-mediated mutations were isolated and allowed to self-cross, upon which these F2 mothers were genotyped by HMA and homozygous mutant lines analysed by Sanger sequencing. Sequences for guide RNAs and primers are given in Supplementary Table 2.
Phenotype scoring of P. fissidentatus mutants
To confirm that the phenotypic effects of eud-1 and seud-1/sult-1 are the same in P. fissidentatus as in P. pacificus, the mouth morphs of 60 individuals from each of five plates (n = 300) were scored for the wild-type strain (RS5133), Pfi-eud-1(iub27), and Pfi-seud-1(iub22) under standard laboratory conditions, namely: on 6-cm plates with nematode growth medium agar, fed a lawn of Escherichia coli OP50 grown in 300 μl L-broth, and maintained at 20–25 °C. Additionally, the former two strains were starved in attempt to induce higher proportions of the Eu morph12, to test the penetrance of the Pfi-eud-1(iub27) mutant phenotype. Starvation conditions were achieved by allowing a second generation of nematodes to emerge and develop on plates on which all bacterial food was exhausted by the time that generation reached adulthood (i.e., 10 days after seeding plates with G0 mothers). All phenotypes were scored using a Zeiss Axio Imager A1 compound microscope. Phenotypes were assigned according to previous descriptions of the mouth morphology19. Briefly, mouth width, the shape of the dorsal tooth, and the presence of a right subventral tooth diagnose Eu and St morphologies. Whereas Eu individuals have a mouth wider than deep, a heavily sclerotized, claw-like dorsal tooth, and a well-developed right subventral tooth, St individuals have a mouth narrower than deep, a weakly sclerotized, spade-like dorsal tooth, and no subventral tooth. Differences in morph ratio were analysed using a mixed model logistic regression with treatment as a fixed effect and plate as a random effect, as implemented in the R (version 4.0.1) package lme461.
RNA extraction and sequencing of P. fissidentatus mutants
Once mutant lines of P. fissidentatus were confirmed to be fixed for alternative morphs of the mouth polyphenism, as in P. pacificus, we performed RNA-seq to identify morph-associated genes62,63. For each mutant line, nematodes were rinsed from five 100 mm-diameter plates containing mixed-stage cultures into M9 buffer in a 50-ml collection tube. 40 µl ampicillin (50 µg/µl) and 40 µl chloramphenicol (25 µg/µl) were added to a 40 ml solution of 0.9% NaCl containing the collected nematodes. Nematodes were gently shaken for 2 h at room temperature, spun at 1300 g to create a pellet, stored in 1 ml TRIzol (Invitrogen cat. no. 15596026), and frozen at –80 °C until extraction, which was performed as described previously62 using the manufacturer’s protocol for the Zymo Direct-zol RNA miniprep kit (Zymo Research cat. no. R2052). This procedure was performed in duplicate for each mutant line. Libraries from total RNA extracts were prepared using the Illumina TruSeq Stranded mRNA HT Library kit and were sequenced as paired-end, 75-bp reads on the Illumina NextSeq platform, producing ~40 million read-pairs per library. Reads trimmed of adapters were quality-filtered using a cut-off threshold for an average base quality score at 20 over a window of 3 bases. Reads shorter than 20 bases were excluded, resulting in ~90% of reads with both mates passing quality filters. The filtered reads were then mapped to the P. fissidentatus genome using STAR v. 2.7.3a64 with ~91% of reads aligning to the reference sequence. The featureCounts tool v. 2.0.065 was used to quantify expression by counting reads that mapped to exon regions of annotated genes.
Inference of ancestral, environmentally sensitive genes in Pristionchus
Genes with morph-biased expression in P. fissidentatus were identified by comparing the transcriptomes of Pfi-eud-1 and Pfi-seud-1 mutants. Transcriptomes were sequenced for mixed-stage animals, so that expression throughout development would be captured, as done previously for switch-gene mutants of P. pacificus62. This was done using the combined results of DESeq266 and weighted gene co-expression network analysis67, as used to identify polyphenism-biased genes in P. pacificus62,63. If the datasets from these two analyses disagreed on a given gene’s morph-bias, the notation based on DESeq2 was selected. Cataloguing of the output from these two datasets generated a list of ~8000 genes with morph-biased expression in P. fissidentatus. This list was then compared by BLAST to genes showing differential expression62, co-expression63, or both in P. pacificus (~3000 morph-biased genes). Because not all genes were reciprocally best BLAST hits between species, all unique, orthologous pairs were retained in the final data, such as to maintain as many candidate polyphenism genes as possible. BLAST was used to identify the most up-to-date annotation for P. pacificus (prisitonchus.org), and then morph association in both species was compared. We retained those genes that exhibited concordance in morph-biased expression as our core set of polyphenism-associated genes.
Comparative genomic tests between polyphenic and monomorphic Pristionchus species
Transcriptomes for Pristionchus were compared to identify genes uniquely evolving in P. bucculentus and P. elegans, which underwent genetic assimilation of a single morph during evolution. This analysis used previously published transcriptomes and orthogroup assignments for 39 Pristionchus species plus two outgroup species, Micoletzkya japonica and Parapristionchus giblindavisi21. For each orthogroup, branches belonging to P. bucculentus and P. elegans were tested for episodic, diversifying (positive) selection. This test was performed using ~7000 orthogroups that were required to contain both P. bucculentus and P. elegans, at least one outgroup (non-Pristionchus) species, and at least two polyphenic Pristionchus species. Because some transcriptomes were only available in the reverse complement direction for each orthogroup, all sequences were placed in the same orientation (5ʹ to 3ʹ) by adding the P. pacificus (or if it was not present for a given orthogroup, Micoletzkya japonica or Parapristionchus giblindavisi) sequence (obtained from genome sequencing and annotation done previously) to the combined FASTA file and using this sequence as a calibrator to orient the other sequences with MAFFT v. 7.47168. These calibrator sequences were then removed from downstream analyses. Sequences were then codon-aligned using the alignSequences function in MACSE v. 2.0369, had gap-rich portions of the amino acid alignments removed using the -partial flag option in Divvier v. 1.0170, and then refined using these amino-acid alignments with MACSE, using the reportMaskAA2NT function. These alignments served as input for the program aBSREL in the package HyPhy v. 2.5.2171 to test for branch-specific, episodic diversifying selection. Gene trees were inferred from the final codon-aligned sequences, under a GTR model and a gamma distribution with 25 rate categories, in RAxML v. 8.2.1172.
In addition, a test for a weakening of selection on orthogroups in assimilated species was performed. For this analysis, we set all gene copies of a given assimilated species as the foreground being tested for relaxed selection relative to the rest of the tree (set as reference). This conservative approach limits our findings to only those orthogroups, rather than individual genes, in which an assimilated species is experiencing a weakened strength of selection. Individual genes or, in the case of relaxed selection, orthogroups were classified as polyphenism, non-polyphenism, and, for the polyphenism genes, Eu or St based on the classification of their best match to their orthologues in P. pacificus. Tests for weaker intensity of selection were performed with the program RELAX73, as implemented in HyPhy. RELAX evaluates the relative intensity of selection acting on a set of focal branches compared to other branches and considers both the intensity of purifying and diversifying selection. This intensity is indicative of selection pushing ω values toward 1 in the focal branch(es) compared to the reference branches. Because the test subjects of RELAX are different from that of aBSREL—whereas the former program detects whether intensity of selection has weakened (for both purifying and diversifying selection) across a set of foreground branches relative to the rest of the tree, the latter determines if some proportion of sites along a branch have evidence for diversifying selection—it is possible for the results of both types of analysis to identify the same genes. That is, relaxed purifying selection and episodic diversifying selection are both consistent with positive shifts in ω. Therefore, the gene lists from both analyses were intersected to identify increased diversity, as indicated by both signals of selection, in genes in the assimilated lineages.
Comparative genomic tests between independent assimilation events
To test the generalizability of our findings on genetic assimilation in Pristionchus, comparative genomic tests for selection between species from an entire clade that experienced genetic assimilation and its sister clade that ancestrally had the mouth polyphenism6 were also performed. This analysis was performed separately from that of Pristionchus and close outgroups so that the number of orthogroups retained for each of the two analyses was maximized. Here, OrthoFinder v. 2.5.174 was used to identify orthogroups for 14 diplogastrid nematode species for which reference genomes were available, upon which alignments were generated and gene trees were inferred, as described above. Only orthogroups with (i) the outgroups Allodiplogaster sudhausi or Koerneria luziae, (ii) at least two polpyhenic species from different genera (Micoletzkya, Parapristionchus, Pristionchus), and (ii) both species representing this assimilation event (Diplogasteroides magnus and Levipalatum texanum) were included. Results from aBSREL and RELAX were then compared to those from assimilation of P. bucculentus and P. elegans. Significance values from these tests were adjusted across all species using false discovery rate of 0.05. Among polyphenism-biased genes showing diversifying and relaxed selection strength was a gene annotated in P. pacificus as ppa_stranded_DN16305_c0_g1_i1 (El Paco v. 3 genome assembly, pristionchus.org), the single orthologue of C. elegans spr-5, as confirmed by reciprocal best BLASTp.
Inference of effects of amino-acid changes in species with assimilated forms
To gain insight on what functional effects that spr-5 mutations might have had in species with assimilated forms, ancestral state reconstruction was combined with protein modelling. Prior to ancestral state reconstruction, the spr-5 coding-sequence alignment was manually curated, and the gene-tree inference refined. Sequences aligned as described above were further trimmed of ambiguously aligned sites at the 5’ terminus using MEGA v. 1175. The manually edited alignment was used to infer the tree in RAxML, under a GTR model and a gamma distribution with 25 rate categories, specifying Micoletzkya japonica as outgroup. This tree had a topology identical with that inferred prior to our selection analyses and was used for downstream analyses, described below.
With a more conservative alignment and corresponding gene-tree, an ad hoc test for diversifying selection at individual sites across spr-5 was performed. For this test, the package codeML, as implemented in PAMLX v. 1.3.176, was used to perform Bayes Empirical Bayes (BEB) analysis77 to get Bayesian estimates of the likelihood of each site being under diversifying selection in P. bucculentus or P. elegans relative to the rest of the tree. Those sites with an ω > 1 and a BEB probability of >0.9 were retained as candidates for diversifying selection.
Given this set of amino acids reporting selection, their potential influence on protein function in P. bucculentus and P. elegans was explored. First, the codon alignment was converted to an amino acid alignment with the translateNT2AA function in MACSE. Next, ModelTest-NG78 was used to infer the best-fitting model of protein evolution among these sequences across the inferred gene tree according to both Akaike and Bayesian information criteria, which gave the LG model as best fit. Using RAxML, marginal ancestral states on the gene tree were inferred, with the analysis invoking the PROTCAT model, an LG substitution matrix, and a gamma distribution with 25 rate categories. The reconstructed sequence for the node subtending P. bucculentus and P. elegans was extracted and aligned to the two species’ sequences. Sites in which each species diverged from the inferred ancestor were then found. To predict functional changes caused by these variants, the inferred ancestral sequence was used as input into the Phyre2 protein modelling and recognition tool79. Upon identifying the top sequence match as a reference, Phyre2 Investigator was run to identify various features of the protein such as predicted secondary structure, catalytic, pocket, and protein-interface sites, and site mutational sensitivity. Using this information, candidate sites reporting diversifying selection were compared with other diverging sites to determine any differences in the putative functional consequences between the two and in locations across the four main protein domains.
Functional tests of spr-5 as a polyphenism regulator
The potential role of spr-5 in the mouth polyphenism of P. pacificus was assessed by creating a loss-of-function mutant of the gene in that species. Using CRISPR/Cas9 with homology-directed repair, a premature stop codon, together with a PstI restriction enzyme cut-site for genotyping, was inserted into the gene to ablate its function. Sequences of repair template and detection primers given in Supplementary Table 3, and the mutant allele is shown in Supplementary Fig. 1. Heterozygous mutants were identified by an HMA, and homozygous mutants were identified by PCR and PstI digestion, followed by confirmation by Sanger sequencing. Two tests were then done to determine the role of this gene in mouth form regulation.
First, after ten generations of maintaining homozygous mutant lines, the mouth morphs of these mutants (n = 302) and the wild-type, reference strain PS312 (n = 300) were scored, using a Zeiss Axio Imager A1 microscope, according to previously established phenotype-scoring criteria80, which are the same as those described above for P. fissidentatus. However, during this phenotype screen, it was observed that some mutant nematodes were apparently intermediate in their mouth morphologies, which was initially confirmed by the blind scoring of such phenotypes. For comparison to the wild-type strain PS312, these intermediates were categorized first as St then as Eu to determine whether the scoring of these individuals influenced any potential difference in morph ratios from the wild-type. Differences in morph ratio were analysed using logistic regression as described above. Whiskers on bar charts (Fig. 2C) represent the standard error of the mean.
Second, geometric morphometrics6,20,81 was used to quantify and compare mouth-morphology differences among strains. Using 22 landmarks (Supplementary Table 4), the mouth morphology of spr-5(iub33) mutants (n = 72), of the Eu morph of the highly Eu-biased wild-type reference strain PS312 (n = 20), of the St morph of the St-biased strain RS5200B (n = 20), and of both morphs of strain RS5205 (n = 20 for each), which has relatively even numbers of both morphs in laboratory culture, was characterized. Because spr-5(iub33) mutants showed some intermediate morphologies, individuals were not assigned to morphs a priori but, instead, cluster-based modelling was used to distinguish groups in morphospace82. Modelling identified two groups that corresponded to Eu-like and St-like individuals. Thus assigned to morphs, the distance in morphospace between these groups was measured and compared to that between naturally occurring Eu and St morphs, using phenotypic trajectory analysis in the R package RRPP83.
Tests of the influence of spr-5 on plasticity under morph-induction cues
To assay for effects of spr-5 on plasticity, we reared individuals under conditions that differentially promote production of the alternative morphs in wild-type strains. Specifically, spr-5(iub33) mutants and the reference (PS312) strain were reared in liquid culture (M9 buffer) and on nematode growth medium agar plates, which promote the St and Eu morphology, respectively, in the reference strain14. Eggs were harvested for both strains using standard C. elegans NaOH/bleaching procedures84 and resuspended in M9 buffer. The number of eggs per μl was estimated by counting the number of eggs in a 2-μl droplet and then the appropriate volume for ~500 eggs was added to five replicates per treatment. After five days, the mouth morph of 30 adults per replicate, for a total of 150 individuals per genotype-treatment combination, was evaluated as above. Due to a spilled beaker, one liquid culture treatment failed for spr-5(iub33), so the final sample size for this treatment was 120 individuals.
We also measured differences between the wild-type and spr-5 mutants in their response to starvation cues. For this assay, we used the P. pacificus strain RS5200B because it is normally St-biased in standard laboratory culture, offering more power to detect differences in induction of the Eu morph. We compared the starvation response to nematodes harbouring a loss-of-function mutation, which was generated in the RS5200B strain (allele iub44) by CRISPR/Cas9 as described above. The mutant strain was homozygous for spr-5(iub44) for three generations, such that the F4 from microinjected P0 were used as to start of the starvation induction assay, as described for P. fissidentatus above. Thirty adult hermaphrodites from each of 10 replicates (n = 300 individuals per genotype-treatment combination) were phenotyped, also as above.
For both plasticity assays, differences in morph ratio and evaluation of a genotype-by-environment effect were determined using logistic regression as above with one difference: here, we compared a model with a treatment-by-genotype interaction term to one without the interaction and evaluated, individually, the terms of the interaction model for significance. If there was evidence of a significant interaction, we then performed ad hoc analyses for each genotype to evaluate the magnitude of treatment effects. For these ad hoc tests, we applied a Bonferroni correction to treatment associated p-values before assessing the significance of treatment on each genotype. Boxplots (Fig. 2A, B) are based on the percent of individuals exhibiting the Eu morph per replicate and points surrounding each plot are the percentages for each replicate.
Assay for spr-5 influence in the absence of plasticity
To determine if spr-5 can influence mouth morphology even when the development of a single mouth form is canalized, we first generated a strain of spr-5 modified by CRISPR/Cas9 to carry a loss-of-function allele of unc-22, which results in a recessive morphological marker. unc-22 mutants were generated as random knockouts, as described for P. fissidentatus mutants above. We then crossed this strain with the constitutively Eu strain RS2651 [eud-1(iubIs16)] to ultimately generate a spr-5 mutant line carrying this transgene. After confirming homozygosity of the spr-5 mutation and, by expression of the integrated RFP reporter, the presence of eud-1 over-expression construct, we used geometric morphometrics as above to determine if the double-mutant morphology differed from the that of the single mutant. Twenty adults were measured for each genotype.
Tests of spr-5 as a mediator of nongenetic inheritance of plasticity
To determine the intergenerational effects of spr-5 loss and associated changes in gene regulation, crosses were performed between spr-5(iub33) mutants and the wild-type (PS312). Individuals were characterized as Eu or non-Eu using a Zeiss Discovery.V20 stereomicroscope and differences in phenotype between this test cross (n = 12) and a control cross (n = 20) using only wild-type P0 were assessed using Fisher’s exact test. To distinguish F1 of P0 hermaphrodites, which are self-fertile, the wild-type (PS312) and spr-5(iub33) strains were both modified by CRISPR/Cas9 to carry loss-of-function alleles of unc-22 as described above. Following crosses of morphologically marked P0, F1 were allowed to lay eggs and then the F2 phenotyped (n = 360). Randomly chosen F2 were then isolated, allowed to lay eggs, and genotyped. F3 clones of homozygous F2 mutants (n = 270) and wild-type individuals (n = 330) were then phenotyped and their morph ratios compared using logistic regression.
Tests of product inhibition of SPR-5 on the polyphenism threshold
The mechanism of spr-5-mediated nongenetic inheritance was investigated by exposing wild-type (PS312) individuals to the compound Bizine (Cayman Chemical item no. 19705), which is an inhibitor of the human SPR-5 orthologue LSD1/KDM1A85. Three replicate lines were exposed to 15 µl of Bizine (5 µg/µl in DMSO) + 85 µl DMSO (16.8 μM final concentration in a 15-ml agar plate) and three control lines received 100 µl DMSO. Four J4 (pre-adult) individuals were put on each plate and their offspring were phenotyped (n = 50 per plate) using a Zeiss Axio Imager A1 microscope Because the effects of SPR-5 inhibition accumulate over generations in C. elegans examples25,26,27, four individuals were randomly picked to produce a second generation, so that lines of mutant nematodes could be scored for their phenotype under the same conditions over several generations. Specifically, prior to transferring nematodes each generation, the plates were either treated with Bizine or DMSO as described above. This experiment was performed over eight generations. The numbers of Eu and non-Eu individuals were analysed by logistic regression as above and the number of intermediates emerging from both treatments was compared with Fisher’s exact test.
Artificial selection to test the role of spr-5 in plasticity evolution
Artificial selection was performed on homozygous mutant lines drawn from a common stock. Specifically, to increase and decrease the Eu:non-Eu ratio, in each generation one culture plate was selected from among five plates per line that showed the highest and lowest Eu:non-Eu ratios, respectively, to propagate the next generation. Mouth-morph ratio, while measured, was ignored as a criterion for selection during random propagation of the control line. Artificial selection was thus carried out for 10 generations. For each line, a logistic regression model was fit, with plate as a random effect, to evaluate if the morph ratios changed over generations (nrandom = 1293; nfor-Eu = 1828; nagainst-Eu = 700). In addition, at generations 1 and 10, morph ratios among lines were compared (nG1 = 313; nG10 = 288). Finally, adults were randomly sampled at generation 10 for geometric morphometric analysis using the landmarks described above (nrandom = 25; nfor-Eu = 23; nagainst-Eu = 22). Morphologies among lines were compared using the procD.lm and pairwise functions in the R packages geomorph and RRPP, respectively. The function morphol.disparity from the geomorph package was used to compare variation in morphology among selected lines.
Reporting summary
Further information on research design is available in the Nature Portfolio Reporting Summary linked to this article.
Data availability
Transcriptomes were accessed from pristionchus.org (http://pristionchus.org/download/Roedelsperger_et_al_2018_pristionchus_transcriptome_assemblies.tgz). Genomes were accessed from pristionchus.org (http://pristionchus.org/download/diplogastrid_annotation_ppcac_v1.tgz, http://pristionchus.org/download/El_Paco_genome.tgz) and from NCBI (https://www.ncbi.nlm.nih.gov/nuccore?term=PRJNA655932). Newly generated RNA sequencing reads have been deposited in the NCBI Sequence Read Archive (https://www.ncbi.nlm.nih.gov/bioproject/PRJNA919017). Lists of polyphenism-associated genes, genes under selection, and phenotypic data are available in the Dryad Digital Repository86 (https://doi.org/10.5061/dryad.98sf7m0nm). All other data needed to evaluate the conclusions in the paper are present in the paper, the Supplementary Information, or the Source Data file. Source data are provided with this paper.
Code availability
R code for analysing data is available in the Dryad Digital Repository86 (https://doi.org/10.5061/dryad.98sf7m0nm).
References
Waddington, C. H. Genetic assimilation of an acquired character. Evolution 7, 118–126 (1953).
Suzuki, Y. & Nijhout, H. F. Evolution of a polyphenism by genetic accommodation. Science 311, 650–652 (2006).
Vigne, P. et al. A single-nucleotide change underlies the genetic assimilation of a plastic trait. Sci. Adv. 7, eabd9941 (2021).
West-Eberhard, M. J. Developmental plasticity and evolution. (Oxford University Press, 2003).
Diggle, P. K. & Miller, J. S. Developmental plasticity, genetic assimilation, and the evolutionary diversification of sexual expression in Solanum. Am. J. Bot. 100, 1050–1060 (2013).
Susoy, V., Ragsdale, E. J., Kanzaki, N. & Sommer, R. J. Rapid diversification associated with a macroevolutionary pulse of developmental plasticity. eLife 4, e05463 (2015).
Ehrenreich, I. M. & Pfennig, D. W. Genetic assimilation: a review of its potential proximate causes and evolutionary consequences. Ann. Bot. 117, 769–779 (2016).
Schneider, R. F. & Meyer, A. How plasticity, genetic assimilation, and cryptic genetic variation may contribute to adaptive radiations. Mol. Ecol. 26, 330–350 (2017).
Lande, R. Adaptation to an extraordinary environment by evolution of phenotypic plasticity and genetic assimilation. J. Evol. Biol. 22, 1435–1446 (2009).
Van Dyken, J. D. & Wade, M. J. The genetic signature of conditional expression. Genetics 184, 557–570 (2010).
Forsman, A. Rethinking phenotypic plasticity and its consequences for individuals, populations and species. Heredity 115, 276–284 (2015).
Bento, G., Ogawa, A. & Sommer, R. J. Co-option of the hormone-signalling module dafachronic acid-DAF-12 in nematode evolution. Nature 466, 494–496 (2010).
Bose, N. et al. Complex small molecular architectures regulate phenotypic plasticity in a nematode. Angew. Chem. 51, 12438–12443 (2012).
Werner, M. et al. Environmental influence on Pristionchus pacificus mouth-form through different culture methods. Sci. Rep. 7, 7207 (2017).
Casasa, S., Katsougia, E. & Ragsdale, E. J. A Mediator subunit imparts robustness to a polyphenism decision. Proc. Natl. Acad. Sci. USA 120, e2308816120 (2023).
Ragsdale, E. J., Müller, M. R., Rödelsperger, C. & Sommer, R. J. A developmental switch coupled to the evolution of plasticity acts through a sulfatase. Cell 155, 922–933 (2013).
Bui, L. T., Ivers, N. A. & Ragsdale, E. J. A sulfotransferase dosage-dependently regulates mouthpart polyphenism in the nematode Pristionchus pacificus. Nat. Commun. 9, 1–10 (2018).
Kanzaki, N., Ragsdale, E. J., Herrmann, M., Röseler, W. & Sommer, R. J. Pristionchus bucculentus n. sp. (Rhabditida: Diplogastridae) isolated from a shining mushroom beetle (Coleoptera: Scaphidiidae) in Hokkaido, Japan. J. Nematol. 45, 78–86 (2013).
Kanzaki, N., Ragsdale, E. J., Herrmann, M. & Sommer, R. J. Two new species of Pristionchus (Rhabditida: Diplogastridae): P. fissidentatus n. sp. from Nepal and La Réunion Island and P. elegans n. sp. from Japan. J. Nematol. 44, 80 (2012).
Theska, T., Sieriebriennikov, B., Wighard, S. S., Werner, M. S. & Sommer, R. J. Geometric morphometrics of microscopic animals as exemplified by model nematodes. Nat. Protoc. 15, 2611–2644 (2020).
Rödelsperger, C. et al. Phylotranscriptomics of Pristionchus nematodes reveals parallel gene loss in six hermaphroditic lineages. Curr. Biol. 28, 3123–3127 (2018).
Pál, C. & Miklós, I. Epigenetic inheritance, genetic assimilation and speciation. J. Theor. Biol. 200, 19–37 (1999).
Pigliucci, M., Murren, C. J. & Schlichting, C. D. Phenotypic plasticity and evolution by genetic assimilation. J. Exp. Biol. 209, 2362–2367 (2006).
Masel, J., King, O. D. & Maughan, H. The loss of adaptive plasticity during long periods of environmental stasis. Genetics 175, 453–457 (2007).
Katz, D. J., Edwards, T. M., Reinke, V. & Kelly, W. G. A. C. elegans LSD1 demethylase contributes to germline immortality by reprogramming epigenetic memory. Cell 137, 308–320 (2009).
Greer, E. L. et al. A histone methylation network regulates transgenerational epigenetic memory in C. elegans. Cell Rep. 7, 113–126 (2014).
Greer, E. L., Becker, B., Latza, C., Antebi, A. & Shi, Y. Mutation of C. elegans demethylase spr-5 extends transgenerational longevity. Cell Res. 26, 229–238 (2016).
Gu, C. et al. Arsenite-induced transgenerational glycometabolism is associated with up-regulation of H3K4me2 via inhibiting spr-5 in Caenorhabditis elegans. Toxicol. Lett. 326, 11–17 (2020).
Serobyan, V. et al. Chromatin remodelling and antisense-mediated up-regulation of the developmental switch gene eud-1 control predatory feeding plasticity. Nat. Commun. 7, 1–8 (2016).
Tirosh, I., Reikhav, S., Sigal, N., Assia, Y. & Barkai, N. Chromatin regulators as capacitors of interspecies variations in gene expression. Mol. Syst. Biol. 6, 435 (2010).
Klironomos, F. D., Berg, J. & Collins, S. How epigenetic mutations can affect genetic evolution: model and mechanism. BioEssays 35, 571–578 (2013).
Nishikawa, K. & Kinjo, A. R. Mechanism of evolution by genetic assimilation. Biophys. Rev. 10, 667–676 (2018).
Danchin, E., Pocheville, A., Rey, O., Pujol, B. & Blanchet, S. Epigenetically facilitated mutational assimilation: epigenetics as a hub within the inclusive evolutionary synthesis. Biol. Rev. 94, 259–282 (2019).
Han, S. et al. Mono-unsaturated fatty acids link H3K4me3 modifiers to C. elegans lifespan. Nature 544, 185–190 (2017).
Alvares, S. M., Mayberry, G. A., Joyner, E. Y., Lakowski, B. & Ahmed, S. H3K4 demethylase activities repress proliferative and postmitotic aging. Aging Cell 13, 245–253 (2014).
Bailly, X. et al. The loss of the hemoglobin H2S-binding function in annelids from sulfide-free habitats reveals molecular adaptation driven by Darwinian positive selection. Proc. Nat. Acad. Sci. USA 100, 5885–5890 (2003).
Morgan, K. et al. Multi locus analysis of Pristionchus pacificus on La Réunion Island reveals an evolutionary history shaped by multiple introductions, constrained dispersal events, and rare outcrossing. Mol. Ecol. 21, 250–266 (2012).
Rödelsperger, C. et al. Characterization of genetic diversity in the nematode Pristionchus pacificus from population-scale resequencing data. Genetics 196, 1153–1165 (2014).
Weller, A. M., Rödelsperger, C., Eberhadt, G., Molnar, R. I. & Sommer, R. J. Opposing forces of A/T-biased mutations and G/C-biased conversions shape the genome of the nematode Pristionchus pacificus. Genetics 196, 1145–1152 (2014).
Jablonka, E. & Lamb, M. J. Evolution in four dimensions, revised edition: genetic, epigenetic, behavioral, and symbolic variation in the history of life. (MIT press, 2014).
Bonduriansky, R. & Day, T. Extended heredity: a new understanding of inheritance and evolution. (Princeton University Press, 2018).
Rechavi, O. et al. Starvation-induced transgenerational inheritance of small RNAs in C. elegans. Cell 158, 277–287 (2014).
Klosin, A., Casas, E., Hidalgo-Carcedo, C., Vavouri, T. & Lehner, B. Transgenerational transmission of environmental information in C. elegans. Science 356, 320–323 (2017).
Werner, M. S. et al. Histone 4 lysine 5/12 acetylation enables developmental plasticity of Pristionchus mouth form. Nat. Commun. 14, 2095 (2023).
Lim, J. P. & Brunet, A. Bridging the transgenerational gap with epigenetic memory. Trends Genet 29, 176–186 (2013).
Rechavi, O. & Lev, I. Principles of transgenerational small RNA inheritance in Caenorhabditis elegans. Curr. Biol. 27, R720–R730 (2017).
Scheiner, S. M. Genetics and evolution of plasticity. Annu. Rev. Ecol. Syst. 24, 35–68 (1993).
Via, S. et al. Adaptive phenotypic plasticity: consensus and controversy. Trends Ecol. Evol. 10, 212–217 (1995).
Parsons, K. J. et al. Foraging environment determines the genetic architecture and evolutionary potential of trophic morphology in cichlid fishes. Mol. Ecol. 25, 6012–6023 (2016).
Levis, N. A., Reed, E. M., Pfennig, D. W. & Burford Reiskind, M. O. Identification of candidate loci for adaptive phenotypic plasticity in natural populations of spadefoot toads. Ecol. Evol. 10, 8976–8988 (2020).
Lenuzzi, M. et al. Influence of environmental temperature on mouth-form plasticity in Pristionchus pacificus acts through daf-11-dependent cGMP signaling. J. Exp. Zool. B Mol. Dev. Evol. 340, 214–224 (2021).
Lo, W. S. et al. Evolution and diversity of TGF-β pathways are linked with novel developmental and behavioral traits. Mol. Biol. Evol. 39, msac252 (2022).
Sieriebriennikov, B. et al. Conserved nuclear hormone receptors controlling a novel plastic trait target fast-evolving genes expressed in a single cell. PLoS Genet 16, e1008687 (2020).
Nottke, A. C. et al. SPR-5 is a histone H3K4 demethylase with a role in meiotic double-strand break repair. Proc. Natl. Acad. Sci. USA 108, 12805–12810 (2011).
Smith, T. B. & Skúlason, S. Evolutionary significance of resource polymorphisms in fishes, amphibians, and birds. Annu. Rev. Ecol. Syst. 27, 111–133 (1996).
Pfennig, D. W. & Pfennig, K. S. Evolution’s wedge: competition and the origins of diversity. (University of California Press, 2012).
Susoy, V. S. et al. Large-scale diversification without genetic isolation in nematode symbionts of figs. Sci. Adv. 2, e1501031 (2016).
Wighard, S., Witte, H. & Sommer, R.J. Conserved switch genes regulate a novel cannibalistic morph after whole genome duplication. bioRxiv 554224 (2023).
Han, Z. D. et al. Improving transgenesis efficiency and CRISPR-associated tools through codon optimization and native intron addition in Pristionchus nematodes. Genetics 216, 947–956 (2020).
Bhattacharya, D. & Van Meir, E. G. A simple genotyping method to detect small CRISPR-Cas9 induced indels by agarose gel electrophoresis. Sci. Rep. 9, 1–7 (2019).
Bates, D., Mächler, M., Bolker, B. & Walker, S. Fitting linear mixed-effects models using lme4. J. Stat. Softw. 67, 1–48 (2015).
Bui, L. T. & Ragsdale, E. J. Multiple plasticity regulators reveal targets specifying an induced predatory form in nematodes. Mol. Biol. Evol. 36, 2387–2399 (2019).
Casasa, S., Biddle, J. F., Koutsovoulos, G. D. & Ragsdale, E. J. Polyphenism of a novel trait integrated rapidly evolving genes into ancestrally plastic networks. Mol. Biol. Evol. 38, 331–343 (2021).
Dobin, A. et al. STAR: ultrafast universal RNA-seq aligner. Bioinformatics 29, 15–21 (2013).
Liao, Y., Smyth, G. K. & Shi, W. featureCounts: an efficient general purpose program for assigning sequence reads to genomic features. Bioinformatics 30, 923–930 (2014).
Love, M. I., Huber, W. & Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 15, 550 (2014).
Langfelder, P. & Horvath, A. WGCNA: an R package for weighted correlation network analysis. BMC Bioinforma. 9, 559 (2008).
Katoh, K. & Standley, D. M. MAFFT multiple sequence alignment software version 7: improvements in performance and usability. Mol. Biol. Evol. 30, 772–780 (2013).
Ranwez, V., Harispe, S., Delsuc, F. & Douzery, E. J. MACSE: Multiple Alignment of Coding SEquences accounting for frameshifts and stop codons. PLoS One 6, e22594 (2011).
Ali, R. H., Bogusz, M. & Whelan, S. Identifying clusters of high confidence homologies in multiple sequence alignments. Mol. Biol. Evol. 36, 2340–2351 (2019).
Smith, M. D. et al. Less is more: an adaptive branch-site random effects model for efficient detection of episodic diversifying selection. Mol. Biol. Evol. 32, 1342–1353 (2015).
Stamatakis, A. RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies. Bioinformatics 30, 1312–1313 (2014).
Wertheim, J. O., Murrell, B., Smith, M. D., Kosakovsky Pond, S. L. & Scheffler, K. RELAX: detecting relaxed selection in a phylogenetic framework. Mol. Biol. Evol. 32, 820–832 (2014).
Emms, D. M. & Kelly, S. OrthoFinder: phylogenetic orthology inference for comparative genomics. Genome Biol. 20, 1–14 (2019).
Tamura, K., Stecher, G. & Kumar, S. MEGA11: Molecular Evolutionary Genetics Analysis version 11. Mol. Biol. Evol. 38, 3022–3027 (2021).
Xu, B. & Yang, Z. H. PAMLX: a graphical user interface for PAML. Mol. Biol. Evol. 30, 2723–2724 (2013).
Yang, Z. H., Wong, W. S. W. & Nielsen, R. Bayes empirical Bayes inference of amino acid sites under positive selection. Mol. Biol. Evol. 22, 1107–1118 (2005).
Darriba, D. et al. ModelTest-NG: a new and scalable tool for the selection of DNA and protein evolutionary models. Mol. Biol. Evol. 37, 291–294 (2020).
Kelley, L. A., Mezulis, S., Yates, C. M., Wass, M. N. & Sternberg, M. J. E. The Phyre2 web portal for protein modeling, prediction and analysis. Nat. Protoc. 10, 845–858 (2015).
Serobyan, V., Ragsdale, E. J., Müller, M. R. & Sommer, R. J. Feeding plasticity in the nematode Pristionchus pacificus is influenced by sex and social context and is linked to developmental speed. Evolut. Dev. 15, 161–170 (2013).
Sieriebriennikov, B., Markov, G. V., Witte, H. & Sommer, R. J. The role of DAF-21/Hsp90 in mouth-form plasticity in Pristionchus pacificus. Mol. Biol. Evol. 34, 1644–1653 (2017).
Baken, E. K., Collyer, M. L., Kaliontzopoulou, A. & Adams, D. C. geomorph v4. 0 and gmShiny: Enhanced analytics and a new graphical interface for a comprehensive morphometric experience. Methods Ecol. Evol. 12, 2355–2363 (2021).
Collyer, M. L. & Adams, D. C. RRPP: An R package for fitting linear models to high‐dimensional data using residual randomization. Methods Ecol. Evol. 9, 1772–1779 (2018).
Stiernagel, T. Maintenance of C. elegans. In C. elegans: a practical approach. (ed. Hope, I. A.) 51–67 (Oxford Univ. Press, Oxford, 1999).
Prusevich, P. et al. A selective phenelzine analogue inhibitor of histone demethylase LSD1. ACS Chem. Biol. 9, 1284–1293 (2014).
Levis, N. A. & Ragsdale, E. J. Data for: A histone demethylase links genetic assimilation to nongenetic inheritance and morphological change. Dryad, Dataset, https://doi.org/10.5061/dryad.98sf7m0nm (2023).
Chen, Y. et al. Crystal structure of human histone lysine-demethylase 1 (LSD1). Proc. Natl. Acad. Sci. USA 103, 13956–13691 (2006).
Acknowledgements
We thank the Indiana University Centre for Genomics and Bioinformatics for performing RNA sequencing of P. fissidentatus mutant lines. This work was funded by the United States National Science Foundation (PRFB-2109325 to N.A.L. and grants IOS-1911688 and IOS-2229383 to E.J.R.).
Author information
Authors and Affiliations
Contributions
N.A.L. and E.J.R. conceptualized and designed the study, interpreted results, and wrote the manuscript. N.A.L. performed the experiments and analysed the data with input from E.J.R.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Peer review
Peer review information
Nature Communications thanks the anonymous reviewer(s) for their contribution to the peer review of this work. A peer review file is available.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Source data
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Levis, N.A., Ragsdale, E.J. A histone demethylase links the loss of plasticity to nongenetic inheritance and morphological change. Nat Commun 14, 8439 (2023). https://doi.org/10.1038/s41467-023-44306-8
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41467-023-44306-8
Comments
By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.