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Laudet, V.

Publications and source records attributed to Laudet, V..

At least 19 recordsLinked to original sources

Genomic structural variation in clownfish adaptive radiation

Clownfishes are a complex of 28 species that rapidly diversified after acquiring mutualism with host sea anemones around 15 million years ago. The genomic mechanisms behind this radiation are only beginning to emerge, and structural variants (SVs) have received little attention. Previous phylogenomic studies suggested two large inversions on chromosome 18, but their distribution across the clownfish phylogeny and their potential effects have not been formally explored. SVs can disrupt gene function and regulation or alter gene dosage, and they have been shown to play a central role in adaptive evolution and diversification across many taxa. Here, we characterized SVs across the clownfish radiation using long-read PacBio sequencing, generating high-quality genome assemblies for sixteen species spanning the main lineages of the genus. We identified and catalogued nearly 130,000 SVs spanning close to 570 Mb. Short insertions and deletions were the most numerous, but large inversions accounted for most of the affected sequence. No SV was consistently associated with host specialization. We nevertheless confirmed a single inversion of approximately 17 Mb on chromosome 18, clarifying earlier reports of two separate rearrangements at this locus, and identified an additional inversion on chromosome 9 whose distribution suggests a history of hybridization. This study provides the first genome-wide characterization of structural variation in clownfishes, revealing extensive SVs despite the group's rapid and recent radiation. It also delivers new, high-quality genomic resources that will support future research into this iconic group of coral reef fishes and their adaptation to sea anemones.

genomics↗

One species or several? Genomic evidence for deep divergence within the widely distributed anemonefish Amphiprion clarkii species complex

Defining what a species is remains one of the biggest questions in biology and directly challenges species delimitation in species complexes. The wide-spread Clarks' anemonefish Amphiprion clarkii has the widest range of all anemonefishes, from the Indian Ocean to the Central Pacific. However, the taxonomy of this species has been confused since its initial description due to its great variation in morphology and pigmentation even within the same locality. Here, we combined whole genome re-sequencing data from 166 individuals spanning most of the distribution of A. clarkii, including remote islands such as Ogasawara and Guam in the northwestern Pacific, and also including three individuals of the closely related A. tricinctus from the Marshall Islands. Our population genomic analyses reveal an unexpected level of divergence, with five deeply separated lineages corresponding to the Indian Ocean, Central Indo-Pacific, Melanesia, and the isolated population of Ogasawara. The fifth lineage comprises A. clarkii from Guam and A. tricinctus, revealing that A. tricinctus is phylogenetically nested within A. clarkii, challenging its current taxonomic status. The most divergent lineage, Melanesia, is genetically more distant from other A. clarkii lineages than several recognised species pairs within the Amphiprion genus, yet demographic modelling shows ongoing gene flow between all lineages. Together, our results highlight a hidden diversity and stress the necessity of an integrative taxonomic revision of the A. clarkii species complex.

evolutionary biology↗

Hidden diversity and host specificity of Cladocopium symbionts revealed by phylotranscriptomics in giant sea anemones.

Giant sea anemones form an intricate, metabolically linked symbiosis with anemonefish (genus Amphiprion) and dinoflagellates (family Symbiodiniaceae). While the association between fish and anemone is well documented, the identity and distribution of resident Symbiodiniaceae remains poorly characterized. Here, we used RNA-sequencing of anemone tentacles and post-assembly filtering to recover Symbiodiniaceae sequences from Japanese anemones. Using transcriptome-wide phylogenetic approaches, we identified distinct Symbiodiniaceae strains in seven sea anemone species and four cryptic lineages of Entacmaea quadricolor. Phylogenies of 1300 and 214 nuclear genes resolved relationships among these symbionts with greater sensitivity than traditional molecular markers such as the Internal Transcribed Spacer 2 (ITS2) or partial 28S ribosomal DNA. Marker-based assessments indicate these Symbiodiniaceae as novel and specific to sea anemone hosts. Our transcriptome-wide phylogenies reveal previously undescribed Cladocopium (Clade C) strains associated with giant sea anemones, with symbionts clustering according to host species and lineage. Cophylogenetic analysis revealed significant phylogenetic congruence between anemone and Symbiodiniaceae, indicating a nonrandom association between host and symbiont evolutionary histories. Two sympatric cryptic lineages of E. quadricolor previously identified through host transcriptomics harbor distinct, specific Symbiodiniaceae assemblages. Analysis of genes under positive selection indicates functional divergence between these Symbiodiniaceae; three-dimensional reconstructions of symbiont cells using serial block-face scanning electron microscopy show consistent differences in cellular organization between two strains, further supporting their distinct functional identity. Together, our results uncover a hidden diversity of host-specific Symbiodiniaceae and suggest that cryptic diversification in giant sea anemones is mirrored by diversification of their algal symbionts within this tripartite symbiosis.

evolutionary biology↗

An evolvable and functionally partitioned network underlies developmental remodelling in teleosts

Comparative embryology has revealed that early animal development is based on highly conserved genetic programs. Beyond embryogenesis however, animals undergo remarkably diverse post-embryonic developmental transitions such as metamorphosis. Whether these transitions are also organised into conserved genetic programs remains largely unexplored. To identify conserved genetic programs underlying post-embryonic development, we examine metamorphic remodelling in five teleost fishes, spanning 200 million years of evolution. By integrating comparative co-expression networks, evolutionary genomics, phylogenetic modelling, and functional data in zebrafish, we uncovered a conserved post-embryonic developmental network. This conserved network comprises components involved in core cellular processes, and involved in development and physiology, both of which are under the control of thyroid hormone during metamorphosis. Despite evolutionary conservation at the coding sequence level, this network exhibits significant turnover in gene family copy number following the teleost-specific whole-genome duplication as well as lineage-specific expansions and contractions. The variation in gene copy numbers is associated with macroevolutionary variation in a number of ecological and morphological traits, including swimming performance, and trophic level. Cross-species tissue expression, zebrafish single-cell transcriptomics, and zebrafish perturbation phenotypes placed the implicated genes in biological contexts relevant to these traits. Together, our results provide evidence of an ancient, functionally partitioned post-embryonic developmental network that has diversified throughout teleost evolution. The heterochronic variation in network function, changes in endocrine activity, and gene-family turnover provide potential routes through which a shared developmental architecture contributed to the evolution of phenotypic diversity in teleosts.

evolutionary biology↗

Color polymorphism in the saddleback clownfish, Amphiprion polymnus: species or complex?

Color polymorphism can facilitate local adaptation, maintain intraspecific diversity, or reflect early stages of speciation. Clownfishes (Amphiprion spp.) typically display a simple black, orange, and white pattern, but the saddleback clownfish (Amphiprion polymnus) shows striking variation in melanism and the number of vertical bars, which are thought to play a role in species recognition. In 2024, a revision on iNaturalist split A. polymnus into multiple species based solely on color pattern and geographic range. This raises the question of whether these morphs represent true species or intraspecific polymorphism, which we tested using genomic and image-based data. We sampled 97 individuals from seven populations across the species range and quantified color patterns from standardized photographs. Phenotypic and genomic analyses reveal a complex pattern of divergence. Image analysis identified three distinct phenotypic clusters, with A. polymnus, A. annamensis, and A. laticlavius each showing consistent differences in saddle shape and vertical bar extent. ADMIXTURE resolved three distinct genetic groups corresponding to the morphs. Pairwise FST (0.54-0.71) and dxy indicate extremely high differentiation between A. polymnus and A. annamensis, consistent with species-level divergence, whereas A. laticlavius shows much lower differentiation from A. polymnus (FST 0.09-0.18) and higher differentiation from A. annamensis (FST 0.64-0.66). Overall, phenotypic and genomic data show structured variation, but the status of A. laticlavius remains ambiguous. Our study reveals clear and structured divergence across the full range, yet the taxonomic interpretation of this variation remains inherently challenging. The key question remains: do these patterns reflect a single polymorphic species or a complex of closely related species?

ecology↗

RadarOmics: Intuitive visualisation of multidimensional omics data in ecological, evolutionary, and developmental studies

Interpreting high-dimensional omics datasets requires visualisation tools that reveal coordinated responses across multiple biological processes. Existing approaches such as heatmaps or enrichment plots typically present processes independently and struggle to convey system-level patterns as experimental complexity increases. We developed RadarOmics, an R package that integrates multidimensional omics data using multi-axis radar visualisations. RadarOmics performs dimensional reduction (based on scaling, Principal Component Analyses, or Linear Discriminant Analyses) for predefined biological processes to extract a representative value for each sample and process of interest. These values are displayed in a circular radar layout, enabling rapid identification of global trends, outliers, and trade-offs among biological functions. Using transcriptomic datasets from anemonefish metamorphosis and zebrafish chemical exposure assays, we show that radar-based visualisations can reveal coordinated molecular responses that are less readily captured with traditional visualisation outputs. RadarOmics provides a flexible and intuitive framework for summarising and interpreting biological variation in ecological, evolutionary, and developmental omics studies, offering a compact system-level overview of molecular behaviour across complex experimental designs.

molecular biology↗

Identification of the protein precursor for thyroid hormone synthesis in the basal chordate ascidian Styela clava

Thyroid hormones (THs) play crucial roles in development, growth, and metabolism across the animal kingdom1,2. Although the mechanism of TH synthesis in vertebrates has been well described, it remains elusive in invertebrates due to the lack of identified orthologs of the thyroglobulin (TG), the protein precursor for TH synthesis3,4. Here, we identified a functional TG protein encompassing multiple TG type 1 (Tg1)-domains, encoded by the ScTg-like gene in proto-vertebrate ascidian Styela clava based on the immunoprecipitation-mass spectrometry combined with phylogenetic and expression pattern analyses. In vitro iodination experiments demonstrated that ScTG-like has the capacity to provide hormonogenic sites for TH synthesis. Furthermore, in vivo gene knockdown of ScTg-like revealed that the larval metamorphosis was significantly inhibited as a consequence of diminished TH levels, indicating that ScTg-like is responsible for the production of endogenous TH. Additionally, an invaginated follicle-like structure was first discovered at the central anterior of the larval trunk where both ScTG-like protein and THs were deposited, suggesting that this structure serves as the location for THs synthesis and storage, functionally similar to vertebrate thyroid follicles. Moreover, we analyzed the structural features of ScTG-like protein and detected the similarly organized Tg1-containing proteins in multiple bilaterian phyla, suggesting that endogenous TH synthesis may be an ancestral, possibly synapomorphic, trait of bilaterians. Our study is the first to identify the TH protein precursor outside vertebrates by providing the direct evidence of endogenous de novo TH synthesis, which offers insights into the evolution of TG protein and the emergence of a major vertebrate endocrine system.

evolutionary biology↗

Plasticity Associated with Adoption of Social Roles in Clown Anemonefish

Central questions of animal behavior are how do individual phenotypes shape and how are individual phenotypes shaped by dominance hierarchies. Using clownfish (Amphiprion percula) as a model system, we investigated how individuals strategically modify their phenotype during hierarchy formation. We tested the overarching hypothesis that interactions among size- and age-matched rivals will lead to the emergence of social roles (dominant, subordinate, solitary), accompanied by divergence in four aspects of individual phenotypes: growth, feeding behavior, agonistic behaviors (aggression, submission), and gene expression. To test this, we created 30 replicates of juvenile clownfish, each comprising a size-matched pair housed together, and a solitary size-matched individual housed separately. Our results show that an individuals social context shapes its growth trajectory through coordinated changes in feeding behavior, agonistic behaviors, and gene expression. Individuals emerging as dominant within pairs grew twice as much compared to those emerging as subordinates, while subordinate and solitary individuals showed comparable growth. Initially, paired individuals consumed more food per capita than solitary individuals, but this difference declined as size hierarchies became established. Agonistic behaviors also decreased over time among paired individuals as size differences emerged. Transcriptomic analyses revealed upregulation of conserved vertebrate growth pathways and ossification related genes, and downregulation of satiety-associated genes, in dominant individuals compared to subordinates and solitaries. Here we identify associations between changes in gene expression, growth, and feeding behavior regulation that reinforce social role differentiation during dominance hierarchy formation in clownfish. Our findings lay the foundation for a broader framework to explore the mechanisms underpinning strategic growth in social vertebrates.

ecology↗

Cell-cell communication as underlying principle governing color pattern formation in fishes

The diverse pigmentation patterns of animals are crucial for predation avoidance and behavioral display, yet mechanisms underlying this diversity remain poorly understood. In zebrafish, Turing models have been proposed to explain stripe patterns, but it is unclear if they apply to other fishes. In anemonefish (Amphiprion ocellaris), we identified gja5b, a gene orthologous to zebrafish leopard and encoding a connexin involved in pigment cell communication, as responsible for the Snowflake phenotype. Using CRISPR/Cas9 and transgenesis, we recapitulate the Snowflake phenotype and show expression of gja5b in iridophores. A matching allele was recovered in zebrafish, revealing complementary requirements in both species. Our findings highlight conserved roles of gap junction mediated communication in pigment patterning across divergent teleosts.

developmental biology↗

Decoding the constraints acting on a coastal fish using landscape transcriptomics

Understanding how wild organisms respond to complex mixtures of environmental stressors remains a major challenge in ecology1,2. To move beyond laboratory-based studies of the effect of individual stressors on model species, landscape transcriptomics - the study of how genome-wide expression patterns reveal environmental conditions - has been suggested3. Here, we apply landscape transcriptomics to the damselfish Chrysiptera cyanea, a sentinel species from Okinawas coastal ecosystems, by sampling juveniles and adults across 18 sites from natural to urbanized habitats. We uncover a striking molecular signature of urbanization: fish from human-impacted sites exhibit elevated expression of genes involved in inflammation and immune responses. Remarkably, their transcriptomes resemble those of overfed individuals from laboratory feeding experiments - suggesting that urban reefs act as "fast food" environments, offering energy-rich diets while imposing chronic stress. This pattern is illustrated by the altered expression of key genes in metabolic and stress pathways (e.g., downregulation of ppargc1a and insrb, indicative of dietary intake surplus and insulin resistance; upregulation of interleukins, chemokines, toll-like receptors and caspase linked to the immune response and inflammation). Our results demonstrate that wild transcriptomes capture the invisible biological costs of environmental degradation, positioning fish as living biosensors for coastal ecosystem health.

bioinformatics↗

Socially regulated developmental plasticity in the color pattern of an anemonefish

Understanding the developmental basis of phenotypic plasticity is key to unraveling the origins of biodiversity. In coral reef fishes, color pattern changes during ontogeny can serve adaptive functions, yet the mechanisms and ecological contexts shaping these transitions remain largely unknown. Here, we investigated color pattern development in the tomato anemonefish (Amphiprion frenatus), which exhibits transient posterior white barring during early juvenile stages. We demonstrated that the timing of bar loss is plastic and modulated by the social environment, where juveniles cohabiting with adult conspecifics exhibited bar loss [~]24 days earlier than those isolated from adults. Through transcriptomic profiling, we identified gene expression changes implicating apoptosis- and autophagy-related pathways, as well as alterations in chromatophore development. Moreover, shifts in the expression of multiple thyroid hormone marker genes highlighted the potential neuroendocrinal integration of social cues that promoted bar loss. Ultrastructural analyses via transmission electron microscopy and in-situ assays indicated massive apoptosis of iridophores and associated dermal remodeling during the white-to-orange transition. The pharmacological inhibition of caspases delayed bar loss, confirming the functional role of programmed cell death. Behavioral trials revealed that adults responded differently to juveniles with/without the posterior bar, suggesting a role of transient barring in conflict avoidance during recruitment. Lastly, our evolutionary reconstruction of this plastic trait suggests that colony size is an important factor promoting this ontogenetic switch throughout anemonefishes. Our results provide compelling evidence for socially mediated plasticity in color pattern ontogeny with ecological and evolutionary implications for communication and species diversification in reef fishes.

developmental biology↗

Deconstructing the common anteroposterior organisation of adult bilaterian guts

A through-gut is one of the major features of bilaterians. Comparative work among bilaterians has identified common molecular mechanisms during early gut patterning, but the primordial gut later often undergoes different degrees of reorganization in each lineage to form a fully differentiated adult gut with specializations along its anteroposterior (AP) axis. Yet, how the conserved embryonic gut AP pattern relates to the adult guts in diverse bilaterians after metamorphosis is still poorly understood. To unravel the molecular subdivisions of adult guts, we investigated the gut through transcriptomic analyses of five phylogenetically informative species, an annelid, a sea urchin, a hemichordate, a cephalochordate, and a vertebrate. We identified bipartite transcriptional programs defining the AP functional subdivisions. Patterning systems composed of Hox, Parahox, and, surprisingly, other transcription factors (TFs) known to be involved in gut formation in sea urchin larvae are maintained in these adult tissues. Using unbiased analyses, we identified five conserved TF modules corresponding to the AP compartments of the guts that are elaborated or shifted in different species. Our study inferred conserved and modified adult AP patterning modules along bilaterian guts enabling the reconstruction of ancestral bilaterian features with profound implications for the evolution of the bilaterian body plan.

developmental biology↗

Rapid and repeated evolution of the pigmentation patterns in reef fishes

Pigmentation patterns are integral to animal biology1-3 and uncovering the mechanisms driving their diversification is essential for determining the evolutionary principles that shape this fundamental aspect of biodiversity4-7. Coral reef fishes are particularly notable for their extraordinary pattern diversity, ranging from simple spots and stripes to intricate, maze-like designs. Despite over a century of investigation, the evolutionary processes that govern the diversification of these pigmentation patterns remain one of the most persistent unresolved questions in evolutionary biology. Here, we investigate the relationship between pattern diversity, species richness, and geography across six iconic families of pattern-diverse coral reef fishes. Utilizing time-calibrated phylogenies, we reveal constant disparity of pigmentation patterns across globally variable reef fish communities8. We find strong evidence for a positive correlation between pattern diversity and species richness, with a high divergence of pigmentation patterns in sympatry that highlights the role of these patterns in speciation and phenotypic differentiation. Moreover, our findings support the stages model of adaptive radiation9, revealing that most pigmentation pattern diversity has emerged in evolutionary history. These results demonstrate that the evolutionary history of pigmentation patterns in reef fishes is characterized by a combination of rapid and constrained phenotypic diversification that has likely played a crucial role in their speciation dynamics.

evolutionary biology↗

Agouti and BMP signaling drive a naturally occurring fate conversion of melanophores to leucophores in zebrafish

The often-prominent pigment patterns of vertebrates are varied in form and function and depend on several types of pigment cells derived from embryonic neural crest or latent stem cells of neural crest origin. These cells and the patterns they produce have been useful for uncovering features of differentiation and morphogenesis that underlie adult phenotypes, and they offer opportunities to discover how patterns and the cell types themselves have diversified. In zebrafish, a body pattern of stripes arises by self organizing interactions among three types of pigment cells. Yet these fish also exhibit white ornamentation on their fins that depends on the transdifferentiation of black melanophores to white cells, "melanoleucophores." To identify mechanisms underlying this conversion we used ultrastructural, transcriptomic, mutational and other approaches. We show that melanophore- melanoleucophore transition depends on regional BMP signals transduced through non-canonical receptors (Rgmb-Neo1a-Lrig2) as well as BMP-dependent signaling by Agouti genes, asip1 and asip2b. These signals lead to expression of transcription factor genes including foxd3 and runx3 that are necessary to induce loss of melanin by an autophagy-like process, curtail new melanin production, and deploy a pathway for accumulating guanine crystals that, together, confer a white phenotype. These analyses uncover an important role for positional information in specifying ornamentation in zebrafish and show how tissue environmental cues and a novel gene regulatory program have allowed terminal addition of a distinct phenotype to a pre-existing cell type. SignificanceFish often have striking color patterns with important functions in behavior. In zebrafish, the familiar striped pattern forms through self-organizing interactions between pigment cells, yet the white highlights on their fins arise differently--through the transformation of black pigment cells into white ones. This study reveals how this dramatic cell transformation happens: signals from the surrounding tissue, specifically BMP and Agouti proteins, instruct black cells to change their fate. These signals trigger expression of specific genes that cause the cells to break down their black pigment while acquiring white, crystal-like structures. This work shows how local signals in tissues can drive the development of ornamental features and provides insights into how new cell types evolve.

developmental biology↗

The genome of the sapphire damselfish Chrysiptera cyanea: a new resource to support further investigation of the evolution of Pomacentrids

The number of high-quality genomes is rapidly growing across taxa. However, it remains limited for coral reef fish of the Pomacentrid family, with most research focused on anemonefish. Here, we present the first assembly for a Pomacentrid of the genus Chrysiptera. Using PacBio long-read sequencing with a coverage of 94.5x, the genome of the Sapphire Devil, Chrysiptera cyanea was assembled and annotated. The final assembly consisted of 896 Mb pairs across 91 contigs, with a BUSCO completeness of 97.6%. 28,173 genes were identified. Comparative analyses with available chromosome-scale assemblies for related species identified contig-chromosome correspondences. This genome will be useful to use as a comparison to study the specific adaptations linked to symbiosis life of the closely related anemonefish. Furthermore, this species is present in most tropical coastal areas in the Indo-West Pacific and could become a model for environmental monitoring. This work will allow to expand coral reef research efforts and highlights the power of long-read assemblies to retrieve high quality genomes.

genomics↗

From Genes to Pathways: A Curated Gene Approach to Accurate Pathway Reconstruction in Teleost Fish Transcriptomics

Interpreting the vast amounts of data generated by high-throughput sequencing technologies can often present a significant challenge, particularly for non-model organism. While automated approaches like GO (Gene Ontology) and KEGG (Kyoto Encyclopedia of Genes and Genomes) enrichment analyses are widely used, they often lack specificity for non-model organisms. To bridge this gap, we present a manually curated gene list tailored for teleost fish transcriptomics. This resource focuses on key biological processes crucial for understanding teleost fish physiology, development, and adaptation, including hormone signaling, various metabolic pathways, appetite regulation, digestion, gastrointestinal function, vision, ossification, osmoregulation, and pigmentation. Developed through collaborative efforts of specialists in diverse fields, the list prioritizes genes with established roles in teleost physiology, experimental evidence, and conservation across species. This curated list aims to provide researchers with a reliable starting point for transcriptomic analyses, offering a carefully evaluated set of genes relevant to current research priorities. By streamlining the process of gene selection and interpretation, this resource supports the broader teleost fish research community in designing and analyzing studies that investigate molecular responses to developmental and environmental changes. We encourage the scientific community to collaboratively expand and refine this list, ensuring its continued relevance and utility for teleost fish research.

systems biology↗

The multi-level effect of chlorpyrifos during clownfish metamorphosis

Chemical pollution in coastal waters, particularly from agricultural runoff organophosphates, poses a significant threat to marine ecosystems, including coral reefs. Pollutants such as chlorpyrifos (CPF) are widely used in agriculture and have adverse effects on marine life and humans. In this paper, we investigate the impact of CPF on the metamorphosis of a coral reef fish model, the clownfish Amphiprion ocellaris, focusing on the disruption of thyroid hormone (TH) signalling pathways. Our findings reveal that by reducing TH levels, CPF exposure impairs the formation of characteristic white bands in clownfish larvae, indicative of metamorphosis progression. Interestingly, TH treatment can rescue these effects, establishing a direct causal link between CPF effect and TH disruption. The body shape changes occurring during metamorphosis are also impacted by CPF exposure, shape changes are less advanced in CPF-treated larvae than in control conditions. Moreover, transcriptomic analysis elucidates CPFs effects on all components of the TH signalling pathway. Additionally, CPF induces systemic effects on cholesterol and vitamin D metabolism, DNA repair, and immunity, highlighting its broader TH-independent impacts. Pollutants are often overlooked in marine ecosystems, particularly in coral reefs. Developing and enhancing coral reef fish models, such as Amphiprion ocellaris, offers a more comprehensive understanding of how chemical pollution affects these ecosystems. This approach provides new insights into the complex mechanisms underlying CPF toxicity during fish metamorphosis, shedding light on the broader impact of environmental pollutants on marine organisms. HighlightsO_LIChlorpyrifos (CPF) is an insecticide widely used in agriculture for the past five decades and has adverse effects on marine life and humans C_LIO_LICPF exposure impairs the formation of characteristic white bands in clownfish larvae, indicative of metamorphosis progression C_LIO_LIDuring metamorphosis, clownfish larvae lose their elongated body shape and transform into miniature ovoid-shaped adults, these shape changes are less advanced in CPF-treated larvae C_LIO_LICPF induces systemic effects on cholesterol and vitamin D metabolism, DNA repair, and immunity, highlighting its broader TH-independent impacts C_LI

developmental biology↗

Estimates of molecular convergence reveal pleiotropic genes underlying adaptive variation across teleost fish

Molecular convergence, where specific non-synonymous changes in protein-coding genes lead to identical amino acid substitutions across multiple lineages, provides strong evidence of adaptive evolution. Detecting this signal across diverse taxa can reveal broad evolutionary mechanisms that may not be apparent when studying individual lineages. In this study, we search for convergent substitutions in the most speciose group of vertebrates, teleost fishes. Using an unsupervised approach, we detected convergence in 89 protein-coding genes across 143 chromosomal-level genomes. To assess their functional implications, we integrate data on protein properties, gene expression across species and tissues, single-cell RNA sequencing of zebrafish embryonic development, and gene perturbation experiments in zebrafish. The convergent genes were associated with diverse processes including embryonic development, tissue morphogenesis, metabolism, and responses to hormones and heat stress. The convergent substitutions altered amino acid properties, with some occurring at functionally critical sites. Notably, only one-third of these genes were tissue-specific, while the majority were expressed across multiple tissues and cell types. Genetic perturbation data further showed that the convergent genes can affect multiple structures across diverse tissues. These results highlight the pleiotropic nature of the convergent genes. Using an evolutionary modeling approach, we show that adaptive variation tends to accumulate in genes with intermediate pleiotropy, enabling organisms to overcome selective pressures during ecological shifts. Although traditionally considered a source of constraint, we argue that adaptation via genes with intermediate pleiotropy might be particularly advantageous following periods of ecological shifts, and can potentially lead to the evolution of convergent phenotypes.

evolutionary biology↗