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Article ; Online: Lateral line system diversification during the early stages of ecological speciation in cichlid fish.

Edgley, Duncan E / Carruthers, Madeleine / Gabagambi, Nestory P / Saxon, Andrew D / Smith, Alan M / Joyce, Domino A / Vernaz, Grégoire / Santos, M Emília / Turner, George F / Genner, Martin J

BMC ecology and evolution

2024 Volume 24, Issue 1, Page(s) 24

Abstract: Background: The mechanosensory lateral line system is an important sensory modality in fishes, informing multiple behaviours related to survival including finding food and navigating in dark environments. Given its ecological importance, we may expect ... ...

Abstract	Background: The mechanosensory lateral line system is an important sensory modality in fishes, informing multiple behaviours related to survival including finding food and navigating in dark environments. Given its ecological importance, we may expect lateral line morphology to be under disruptive selection early in the ecological speciation process. Here we quantify the lateral line system morphology of two ecomorphs of the cichlid fish Astatotilapia calliptera in crater Lake Masoko that have diverged from common ancestry within the past 1,000 years. Results: Based on geometric morphometric analyses of CT scans, we show that the zooplanktivorous benthic ecomorph that dominates the deeper waters of the lake has large cranial lateral line canal pores, relative to those of the nearshore invertebrate-feeding littoral ecomorph found in the shallower waters. In contrast, fluorescence imaging revealed no evidence for divergence between ecomorphs in the number of either superficial or canal neuromasts. We illustrate the magnitude of the variation we observe in Lake Masoko A. calliptera in the context of the neighbouring Lake Malawi mega-radiation that comprises over 700 species. Conclusions: These results provide the first evidence of divergence in this often-overlooked sensory modality in the early stages of ecological speciation, suggesting that it may have a role in the broader adaptive radiation process.
MeSH term(s)	Animals ; Lateral Line System ; Cichlids/genetics ; Cichlids/anatomy & histology ; Lakes ; Sequence Analysis, DNA ; Malawi
Language	English
Publishing date	2024-02-20
Publishing country	England
Document type	Journal Article
ISSN	2730-7182
ISSN (online)	2730-7182
DOI	10.1186/s12862-024-02214-5
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Article ; Online: Ecological Speciation Promoted by Divergent Regulation of Functional Genes Within African Cichlid Fishes.

Carruthers, Madeleine / Edgley, Duncan E / Saxon, Andrew D / Gabagambi, Nestory P / Shechonge, Asilatu / Miska, Eric A / Durbin, Richard / Bridle, Jon R / Turner, George F / Genner, Martin J

Molecular biology and evolution

2023 Volume 39, Issue 11

Abstract: Rapid ecological speciation along depth gradients has taken place repeatedly in freshwater fishes, yet molecular mechanisms facilitating such diversification are typically unclear. In Lake Masoko, an African crater lake, the cichlid Astatotilapia ... ...

Abstract	Rapid ecological speciation along depth gradients has taken place repeatedly in freshwater fishes, yet molecular mechanisms facilitating such diversification are typically unclear. In Lake Masoko, an African crater lake, the cichlid Astatotilapia calliptera has diverged into shallow-littoral and deep-benthic ecomorphs with strikingly different jaw structures within the last 1,000 years. Using genome-wide transcriptome data, we explore two major regulatory transcriptional mechanisms, expression and splicing-QTL variants, and examine their contributions to differential gene expression underpinning functional phenotypes. We identified 7,550 genes with significant differential expression between ecomorphs, of which 5.4% were regulated by cis-regulatory expression QTLs, and 9.2% were regulated by cis-regulatory splicing QTLs. We also found strong signals of divergent selection on differentially expressed genes associated with craniofacial development. These results suggest that large-scale transcriptome modification plays an important role during early-stage speciation. We conclude that regulatory variants are important targets of selection driving ecologically relevant divergence in gene expression during adaptive diversification.
MeSH term(s)	Animals ; Genetic Speciation ; Cichlids/genetics ; Lakes ; Phenotype ; Quantitative Trait Loci
Language	English
Publishing date	2023-06-01
Publishing country	United States
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ZDB-ID	998579-7
ISSN	1537-1719 ; 0737-4038
ISSN (online)	1537-1719
ISSN	0737-4038
DOI	10.1093/molbev/msac251
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Article ; Online: The functional genetic architecture of egg-laying and live-bearing reproduction in common lizards.

Recknagel, Hans / Carruthers, Madeleine / Yurchenko, Andrey A / Nokhbatolfoghahai, Mohsen / Kamenos, Nicholas A / Bain, Maureen M / Elmer, Kathryn R

Nature ecology & evolution

2021 Volume 5, Issue 11, Page(s) 1546–1556

Abstract: All amniotes reproduce either by egg-laying (oviparity), which is ancestral to vertebrates or by live-bearing (viviparity), which has evolved many times independently. However, the genetic basis of these parity modes has never been resolved and, ... ...

Abstract	All amniotes reproduce either by egg-laying (oviparity), which is ancestral to vertebrates or by live-bearing (viviparity), which has evolved many times independently. However, the genetic basis of these parity modes has never been resolved and, consequently, its convergence across evolutionary scales is currently unknown. Here, we leveraged natural hybridizations between oviparous and viviparous common lizards (Zootoca vivipara) to describe the functional genes and genetic architecture of parity mode and its key traits, eggshell and gestation length, and compared our findings across vertebrates. In these lizards, parity trait genes were associated with progesterone-binding functions and enriched for tissue remodelling and immune system pathways. Viviparity involved more genes and complex gene networks than did oviparity. Angiogenesis, vascular endothelial growth and adrenoreceptor pathways were enriched in the viviparous female reproductive tissue, while pathways for transforming growth factor were enriched in the oviparous. Natural selection on these parity mode genes was evident genome-wide. Our comparison to seven independent origins of viviparity in mammals, squamates and fish showed that genes active in pregnancy were related to immunity, tissue remodelling and blood vessel generation. Therefore, our results suggest that pre-established regulatory networks are repeatedly recruited for viviparity and that these are shared at deep evolutionary scales.
MeSH term(s)	Animals ; Female ; Lizards/genetics ; Oviparity ; Reproduction ; Snakes ; Viviparity, Nonmammalian
Language	English
Publishing date	2021-10-07
Publishing country	England
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ISSN	2397-334X
ISSN (online)	2397-334X
DOI	10.1038/s41559-021-01555-4
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Article ; Online: Live-bearing cockroach genome reveals convergent evolutionary mechanisms linked to viviparity in insects and beyond.

Fouks, Bertrand / Harrison, Mark C / Mikhailova, Alina A / Marchal, Elisabeth / English, Sinead / Carruthers, Madeleine / Jennings, Emily C / Chiamaka, Ezemuoka L / Frigard, Ronja A / Pippel, Martin / Attardo, Geoffrey M / Benoit, Joshua B / Bornberg-Bauer, Erich / Tobe, Stephen S

iScience

2023 Volume 26, Issue 10, Page(s) 107832

Abstract: Live birth (viviparity) has arisen repeatedly and independently among animals. We sequenced the genome and transcriptome of the viviparous Pacific beetle-mimic cockroach and performed comparative analyses with two other viviparous insect lineages, tsetse ...

Abstract	Live birth (viviparity) has arisen repeatedly and independently among animals. We sequenced the genome and transcriptome of the viviparous Pacific beetle-mimic cockroach and performed comparative analyses with two other viviparous insect lineages, tsetse flies and aphids, to unravel the basis underlying the transition to viviparity in insects. We identified pathways undergoing adaptive evolution for insects, involved in urogenital remodeling, tracheal system, heart development, and nutrient metabolism. Transcriptomic analysis of cockroach and tsetse flies revealed that uterine remodeling and nutrient production are increased and the immune response is altered during pregnancy, facilitating structural and physiological changes to accommodate and nourish the progeny. These patterns of convergent evolution of viviparity among insects, together with similar adaptive mechanisms identified among vertebrates, highlight that the transition to viviparity requires changes in urogenital remodeling, enhanced tracheal and heart development (corresponding to angiogenesis in vertebrates), altered nutrient metabolism, and shifted immunity in animal systems.
Language	English
Publishing date	2023-09-09
Publishing country	United States
Document type	Journal Article
ISSN	2589-0042
ISSN (online)	2589-0042
DOI	10.1016/j.isci.2023.107832
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Article ; Online: De novo transcriptome assembly, annotation and comparison of four ecological and evolutionary model salmonid fish species.

Carruthers, Madeleine / Yurchenko, Andrey A / Augley, Julian J / Adams, Colin E / Herzyk, Pawel / Elmer, Kathryn R

BMC genomics

2018 Volume 19, Issue 1, Page(s) 32

Abstract: Background: Salmonid fishes exhibit high levels of phenotypic and ecological variation and are thus ideal model systems for studying evolutionary processes of adaptive divergence and speciation. Furthermore, salmonids are of major interest in fisheries, ...

Abstract	Background: Salmonid fishes exhibit high levels of phenotypic and ecological variation and are thus ideal model systems for studying evolutionary processes of adaptive divergence and speciation. Furthermore, salmonids are of major interest in fisheries, aquaculture, and conservation research. Improving understanding of the genetic mechanisms underlying traits in these species would significantly progress research in these fields. Here we generate high quality de novo transcriptomes for four salmonid species: Atlantic salmon (Salmo salar), brown trout (Salmo trutta), Arctic charr (Salvelinus alpinus), and European whitefish (Coregonus lavaretus). All species except Atlantic salmon have no reference genome publicly available and few if any genomic studies to date. Results: We used paired-end RNA-seq on Illumina to generate high coverage sequencing of multiple individuals, yielding between 180 and 210 M reads per species. After initial assembly, strict filtering was used to remove duplicated, redundant, and low confidence transcripts. The final assemblies consisted of 36,505 protein-coding transcripts for Atlantic salmon, 35,736 for brown trout, 33,126 for Arctic charr, and 33,697 for European whitefish and are made publicly available. Assembly completeness was assessed using three approaches, all of which supported high quality of the assemblies: 1) ~78% of Actinopterygian single-copy orthologs were successfully captured in our assemblies, 2) orthogroup inference identified high overlap in the protein sequences present across all four species (40% shared across all four and 84% shared by at least two), and 3) comparison with the published Atlantic salmon genome suggests that our assemblies represent well covered (~98%) protein-coding transcriptomes. Thorough comparison of the generated assemblies found that 84-90% of transcripts in each assembly were orthologous with at least one of the other three species. We also identified 34-37% of transcripts in each assembly as paralogs. We further compare completeness and annotation statistics of our new assemblies to available related species. Conclusion: New, high-confidence protein-coding transcriptomes were generated for four ecologically and economically important species of salmonids. This offers a high quality pipeline for such complex genomes, represents a valuable contribution to the existing genomic resources for these species and provides robust tools for future investigation of gene expression and sequence evolution in these and other salmonid species.
Language	English
Publishing date	2018-01-08
Publishing country	England
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ISSN	1471-2164
ISSN (online)	1471-2164
DOI	10.1186/s12864-017-4379-x
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Article ; Online: Correction to: De novo transcriptome assembly, annotation and comparison of four ecological and evolutionary model salmonid fish species.

Carruthers, Madeleine / Yurchenko, Andrey A / Augley, Julian J / Adams, Colin E / Herzyk, Pawel / Elmer, Kathryn R

BMC genomics

2018 Volume 19, Issue 1, Page(s) 448

Abstract: Following the publication of this article [1], the authors noticed found that they incorrectly reported the BUSCO completeness for the PhyloFish brown trout and European whitefish transcriptomes. This was due to an error in their TransDecoder pipeline ... ...

Abstract	Following the publication of this article [1], the authors noticed found that they incorrectly reported the BUSCO completeness for the PhyloFish brown trout and European whitefish transcriptomes. This was due to an error in their TransDecoder pipeline and restricted to those two datasets and their interpretation. They apologise for this misreported result and thank the authors of the PhyloFish database for bringing it to their attention.
Language	English
Publishing date	2018-06-11
Publishing country	England
Document type	Journal Article ; Published Erratum
ISSN	1471-2164
ISSN (online)	1471-2164
DOI	10.1186/s12864-018-4840-5
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Article ; Online: Epigenetic divergence during early stages of speciation in an African crater lake cichlid fish.

Vernaz, Grégoire / Hudson, Alan G / Santos, M Emília / Fischer, Bettina / Carruthers, Madeleine / Shechonge, Asilatu H / Gabagambi, Nestory P / Tyers, Alexandra M / Ngatunga, Benjamin P / Malinsky, Milan / Durbin, Richard / Turner, George F / Genner, Martin J / Miska, Eric A

Nature ecology & evolution

2022 Volume 6, Issue 12, Page(s) 1940–1951

Abstract: Epigenetic variation can alter transcription and promote phenotypic divergence between populations facing different environmental challenges. Here, we assess the epigenetic basis of diversification during the early stages of speciation. Specifically, we ... ...

Abstract	Epigenetic variation can alter transcription and promote phenotypic divergence between populations facing different environmental challenges. Here, we assess the epigenetic basis of diversification during the early stages of speciation. Specifically, we focus on the extent and functional relevance of DNA methylome divergence in the very young radiation of Astatotilapia calliptera in crater Lake Masoko, southern Tanzania. Our study focuses on two lake ecomorphs that diverged approximately 1,000 years ago and a population in the nearby river from which they separated approximately 10,000 years ago. The two lake ecomorphs show no fixed genetic differentiation, yet are characterized by different morphologies, depth preferences and diets. We report extensive genome-wide methylome divergence between the two lake ecomorphs, and between the lake and river populations, linked to key biological processes and associated with altered transcriptional activity of ecologically relevant genes. Such genes differing between lake ecomorphs include those involved in steroid metabolism, hemoglobin composition and erythropoiesis, consistent with their divergent habitat occupancy. Using a common-garden experiment, we found that global methylation profiles are often rapidly remodeled across generations but ecomorph-specific differences can be inherited. Collectively, our study suggests an epigenetic contribution to the early stages of vertebrate speciation.
MeSH term(s)	Animals ; Lakes ; Biological Evolution ; Cichlids/genetics ; Ecosystem ; Epigenesis, Genetic
Language	English
Publishing date	2022-10-20
Publishing country	England
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ISSN	2397-334X
ISSN (online)	2397-334X
DOI	10.1038/s41559-022-01894-w
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Article ; Online: Rapid niche expansion by selection on functional genomic variation after ecosystem recovery.

Jacobs, Arne / Carruthers, Madeleine / Eckmann, Reiner / Yohannes, Elizabeth / Adams, Colin E / Behrmann-Godel, Jasminca / Elmer, Kathryn R

Nature ecology & evolution

2018 Volume 3, Issue 1, Page(s) 77–86

Abstract: It is well recognized that environmental degradation caused by human activities can result in dramatic losses of species and diversity. However, comparatively little is known about the ability of biodiversity to re-emerge following ecosystem recovery. ... ...

Abstract	It is well recognized that environmental degradation caused by human activities can result in dramatic losses of species and diversity. However, comparatively little is known about the ability of biodiversity to re-emerge following ecosystem recovery. Here, we show that a European whitefish subspecies, the gangfisch Coregonus lavaretus macrophthalmus, rapidly increased its ecologically functional diversity following the restoration of Lake Constance after anthropogenic eutrophication. In fewer than ten generations, gangfisch evolved a greater range of gill raker numbers (GRNs) to utilize a broader ecological niche. A sparse genetic architecture underlies this variation in GRN. Several co-expressed gene modules and genes showing signals of positive selection were associated with GRN and body shape. These were enriched for biological pathways related to trophic niche expansion in fishes. Our findings demonstrate the potential of functional diversity to expand following habitat restoration, given a fortuitous combination of genetic architecture, genetic diversity and selection.
MeSH term(s)	Animals ; Ecosystem ; Environmental Restoration and Remediation ; Evolution, Molecular ; Female ; Gene Expression ; Genomics ; Genotype ; Male ; Phenotype ; Salmonidae/anatomy & histology ; Salmonidae/genetics
Language	English
Publishing date	2018-12-03
Publishing country	England
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ISSN	2397-334X
ISSN (online)	2397-334X
DOI	10.1038/s41559-018-0742-9
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Article ; Online: Parallelism in eco-morphology and gene expression despite variable evolutionary and genomic backgrounds in a Holarctic fish.

Jacobs, Arne / Carruthers, Madeleine / Yurchenko, Andrey / Gordeeva, Natalia V / Alekseyev, Sergey S / Hooker, Oliver / Leong, Jong S / Minkley, David R / Rondeau, Eric B / Koop, Ben F / Adams, Colin E / Elmer, Kathryn R

PLoS genetics

2020 Volume 16, Issue 4, Page(s) e1008658

Abstract: Understanding the extent to which ecological divergence is repeatable is essential for predicting responses of biodiversity to environmental change. Here we test the predictability of evolution, from genotype to phenotype, by studying parallel evolution ... ...

Abstract	Understanding the extent to which ecological divergence is repeatable is essential for predicting responses of biodiversity to environmental change. Here we test the predictability of evolution, from genotype to phenotype, by studying parallel evolution in a salmonid fish, Arctic charr (Salvelinus alpinus), across eleven replicate sympatric ecotype pairs (benthivorous-planktivorous and planktivorous-piscivorous) and two evolutionary lineages. We found considerable variability in eco-morphological divergence, with several traits related to foraging (eye diameter, pectoral fin length) being highly parallel even across lineages. This suggests repeated and predictable adaptation to environment. Consistent with ancestral genetic variation, hundreds of loci were associated with ecotype divergence within lineages of which eight were shared across lineages. This shared genetic variation was maintained despite variation in evolutionary histories, ranging from postglacial divergence in sympatry (ca. 10-15kya) to pre-glacial divergence (ca. 20-40kya) with postglacial secondary contact. Transcriptome-wide gene expression (44,102 genes) was highly parallel across replicates, involved biological processes characteristic of ecotype morphology and physiology, and revealed parallelism at the level of regulatory networks. This expression divergence was not only plastic but in part genetically controlled by parallel cis-eQTL. Lastly, we found that the magnitude of phenotypic divergence was largely correlated with the genetic differentiation and gene expression divergence. In contrast, the direction of phenotypic change was mostly determined by the interplay of adaptive genetic variation, gene expression, and ecosystem size. Ecosystem size further explained variation in putatively adaptive, ecotype-associated genomic patterns within and across lineages, highlighting the role of environmental variation and stochasticity in parallel evolution. Together, our findings demonstrate the parallel evolution of eco-morphology and gene expression within and across evolutionary lineages, which is controlled by the interplay of environmental stochasticity and evolutionary contingencies, largely overcoming variable evolutionary histories and genomic backgrounds.
MeSH term(s)	Animals ; Ecology ; Ecotype ; Evolution, Molecular ; Female ; Fishes/anatomy & histology ; Fishes/genetics ; Gene Expression ; Genetic Drift ; Genetic Speciation ; Genetic Variation ; Genetics, Population ; Genome/genetics ; Genomics ; Male ; Sympatry
Language	English
Publishing date	2020-04-17
Publishing country	United States
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ZDB-ID	2186725-2
ISSN	1553-7404 ; 1553-7390
ISSN (online)	1553-7404
ISSN	1553-7390
DOI	10.1371/journal.pgen.1008658
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