Biology subjects

Gundappa, M. K.

Publications and source records attributed to Gundappa, M. K..

13 recordsLinked to original sources

bioRxiv2026

A Duplicate Resolved Paddlefish Genome Provides Insights into the Mechanisms of Rediploidisation and Hox Cluster Evolution

Whole-genome duplication (WGD; or polyploidy) has played a major role in the evolution of many lineages however, our understanding of the processes that shape genome evolution following WGD remains incomplete. While polyploidy duplicates the entire genome sequence, it is rediploidisation that establishes independent duplicated genes. Rediploidisation proceeds through suppression of meiotic recombination across polysomic loci thus restoring disomic inheritance, a process that is not synchronised across the genome. Despite its importance, the mechanisms underlying this process remain poorly understood. The slowly evolving genomes of paleopolyploid Acipenseriformes paddlefish and sturgeon provide an invaluable system for investigating this, as rediploidisation was highly asynchronous in these lineages. In both genomes ohnologs tend to segregate into blocks on the chromosomes according to rediploidisation timing, a pattern that suggests links between chromosomal structure and rediploidisation. Here, we analyse a newly-produced duplicate-resolved paddlefish genome assembly and show a strong concordance between genome rearrangement and rediploidisation timing. We also find that topologically associated domain (TAD) boundaries are associated with rediploidisation block boundaries. Together these results indicate that rediploidisation in acipenseriformes occurred through a process of genome rearrangements that was subject to functional constraints imposed by 3D genome architecture. We investigate the evolution of Hox clusters in these lineages, revealing a previously overlooked duplicate HoxC region in paddlefish, and both ancestral and lineage-specific Hox cluster rediploidisation with substantially different timings. These findings highlight a complex evolutionary history following WGD in Acipenseriformes with implications for understanding short-term adaptations to polyploidy as well as longer-term diversification of lineages.

evolutionary biology↗

bioRxiv2026

Comparative transcriptomics of immune response to viral and bacterial stimuli in three acanthopterygian bony fish

Diseases triggered by bacterial and viral infections have caused huge economic losses for three of the most important European aquaculture species: turbot (Scophthalmus maximus), gilthead seabream (Sparus aurata) and European seabass (Dicentrarchus labrax). Understanding how they respond to pathogens is relevant for advancing aquaculture disease management and comprehending evolution of immune response within teleosts. Since mechanisms conserved across species are assumed to perform important roles, comparative analysis provides a powerful approach to pinpoint key elements of the immune defence. Here, we report the first comparative immune-transcriptomic analysis of these three species using bacterial and viral mimics after 20-24 hours post-stimulation with inactivated Vibrio anguillarum and Poly I:C in the head kidney of live fish (in vivo), and in primary leukocyte cultures (in vitro). The transcriptomic response, based on RNA-seq data, revealed a total of 503 differentially expressed orthologous genes in response to in vitro-Poly I:C, 1,472 to in vitro-Vibrio, 920 to in vivo-Poly I:C, and 832 to in vivo-Vibrio. Interestingly, consistent expression patterns were identified in seven genes across all species in both cell culture and live organisms in response to both pathogen stimuli. Functional enrichment analysis revealed associations with immunity, DNA replication and repair, and cytokine pathways, with the Toll-Like Receptor (TLR) pathway common to both conditions and stimuli. Our study suggests conservation of orthologous gene expression during infection across the three species for genes involved in chemokine pathways, interferon signalling, antigen processing and presentation, cell signalling regulators, and MAPK cascades. This study provides insights into key immune defence mechanisms in acanthopterygian bony fish.

genomics↗

bioRxiv2025

Salmonids reveal principles of regulatory evolution following autotetraploidization

Early vertebrate autotetraploidization events may have enabled major innovations by expanding the genetic material for functional diversification, yet their ancient timing obscures how genome doubling reshaped gene regulatory evolution. Salmonids provide a unique window to these mechanisms, because they experienced a comparatively recent autotetraploidization and are earlier in the rediploidization process - which creates new genes and regulatory elements during evolution. Here, using large-scale multiomics spanning embryonic and adult tissues in two salmonids, we investigate gene regulatory evolution following genome doubling and rediploidization, which we show is governed by developmental and tissue-specific context, with a period of maximal constraint at advanced stages of embryogenesis. This work advances understanding of vertebrate genome evolution, while providing an open resource supporting salmonid aquaculture and conservation.

evolutionary biology↗

bioRxiv2025

A high-quality reference genome and tissue expression atlas for the European lobster (Homarus gammarus)

The European lobster (Homarus gammarus) and its sister species, the American lobster (Homarus americanus), are notable for their remarkable immunity and longevity, with lifespans reaching up to 80 years in the wild. A reference genome is available for the American lobster, but not yet for the European lobster, despite its ecological significance, and importance to fisheries and aquaculture. Here, we present a high-quality genome assembly and annotation for the European lobster. The assembly spans 1.76 Gb, with a scaffold N50 of 1.82 Mb and a BUSCO completeness of 97.6%. As observed in the American lobster, the total assembly span is substantially smaller than genome size estimates derived from flow cytometry, performed using independently sampled European lobsters (3.18 - 3.42 Gb). This discrepancy may reflect the highly repetitive nature of decapod genomes, with 51.8% of the H. gammarus assembly consisting of repetitive elements. Leveraging a comprehensive multi-tissue RNA-seq dataset, we annotated 23,223 protein-coding genes and characterised gene expression across ten tissues to generate a tissue-level gene expression atlas, available at www.LobsterGeneX.com. Using single-copy orthologs, we estimated a divergence time of 26 Mya (95% HPD 22 - 30 Mya) between H. gammarus and H. americanus, corresponding to the Oligocene-Miocene boundary. We also identified Homarus-specific gene duplications with roles in immunity and longevity, including telomere maintenance. The reported genomic resources can facilitate future research into lobster biology, support sustainable fisheries and aquaculture management practices, and enable investigations of the evolutionary mechanisms underlying basic biological processes, notably immunity and longevity in Homarid lobsters. Significance StatementThe European lobster (Homarus gammarus) and the American lobster (Homarus americanus) are large benthic decapod crustaceans with significant seafood value, known for their remarkable longevity, with typical lifespans of 30-55 years in the wild and maximum lifespans of up to 80 years. Lobsters grow, reproduce and regenerate limbs throughout their life, and there are very few reports of tumours or age-related diseases. We generated and herein share a high-quality genome assembly and annotation for the European lobster alongside a tissue expression atlas, LobsterGeneX, which enables the visualisation of gene expression profiles across ten tissue types. Based on the genetic information generated, we also provide an estimated time for the divergence between H. gammarus and H. americanus (26 Mya) and identify duplication events for genes related to immunity and longevity. The European lobster reference genome will facilitate further research for investigations into local adaptation in lobster populations, genomic mixing in Homarid hybrids, and identification of genes of interest in aquaculture, ageing, regeneration, disease and cancer resistance.

genomics↗

bioRxiv2024

Empowering bioinformatics communities with Nextflow and nf-core

Standardised analysis pipelines are an important part of FAIR bioinformatics research. Over the last decade, there has been a notable shift from point-and-click pipeline solutions such as Galaxy towards command-line solutions such as Nextflow and Snakemake. We report on recent developments in the nf-core and Nextflow frameworks that have led to widespread adoption across many scientific communities. We describe how adopting nf-core standards enables faster development, improved interoperability, and collaboration with the >8,000 members of the nf-core community. The recent development of Nextflow Domain-Specific Language 2 (DSL2) allows pipeline components to be shared and combined across projects. The nf-core community has harnessed this with a library of modules and subworkflows that can be integrated into any Nextflow pipeline, enabling research communities to progressively transition to nf-core best practices. We present a case study of nf-core adoption by six European research consortia, grouped under the EuroFAANG umbrella and dedicated to farmed animal genomics. We believe that the process outlined in this report can inspire many large consortia to seek harmonisation of their data analysis procedures.

bioinformatics↗

bioRxiv2023

High performance imputation of structural and single nucleotide variants in Atlantic salmon using low-coverage whole genome sequencing

BackgroundWhole genome sequencing (WGS), despite its advantages, is yet to replace standard? methods for genotyping single nucleotide variants (SNVs) such as SNP arrays and targeted genotyping assays. Structural variants (SVs) have larger effects on traits than SNVs, but are more challenging to accurately genotype. Using low-coverage WGS with genotype imputation offers a cost-effective strategy to achieve genome-wide variant coverage, but is yet to be tested for SVs. MethodsHere, we investigate combined SNV and SV imputation with low-coverage WGS data in Atlantic salmon (Salmo salar). As the reference panel, we used genotypes for high-confidence SVs and SNVs for n=365 wild individuals sampled from diverse populations. We also generated 15x WGS data (n=20 samples) for a commercial population external to the reference panel, and called SVs and SNVs with gold-standard approaches. An imputation method selected for its established performance using low-coverage sequencing data (GLIMPSE) was tested at WGS depths of 1x, 2x, 3x, and 4x for samples within and external to the reference panel. ResultsSNVs were imputed with high accuracy and recall across all WGS depths, including for samples out-with the reference panel. For SVs, we compared imputation based purely on linkage disequilibrium (LD) with SNVs, to that supplemented with SV genotype likelihoods (GLs) from low-coverage WGS. Including SV GLs increased imputation accuracy, but as a trade-off with recall, requiring 3-4x depth for best performance. Combining strategies allowed us to capture 84% of the reference panel deletions with 87% accuracy at 1x depth. We also show that SV length affects imputation performance, with provision of SV GLs greatly enhancing accuracy for the longest SVs in the dataset. ConclusionsThis study highlights the promise of reference panel imputation using low-coverage WGS, including novel opportunities to enhance the resolution of genome-wide association studies by capturing SVs.

genetics↗

bioRxiv2022

Chromosome level reference genome for European flat oyster (Ostrea edulis L.)

The European flat oyster (Ostrea edulis L.) is a bivalve naturally distributed across Europe that was an integral part of human diets for centuries, until anthropogenic activities and disease outbreaks severely reduced wild populations. Despite a growing interest in genetic applications to support population management and aquaculture, a reference genome for this species is lacking to date. Here we report a chromosome-level assembly and annotation for the European Flat oyster genome, generated using Oxford Nanopore, Illumina, Dovetail OmniC proximity ligation and RNA sequencing. A contig assembly (N50: 2.38Mb) was scaffolded into the expected karyotype of 10 pseudo-chromosomes. The final assembly is 935.13 Mb, with a scaffold-N50 of 95.56 Mb, with a predicted repeat landscape dominated by unclassified elements specific to O. edulis. The assembly was verified for accuracy and completeness using multiple approaches, including a novel linkage map built with ddRAD-Seq technology, comprising 4,016 SNPs from four full-sib families (8 parents and 163 F1 offspring). Annotation of the genome integrating multi-tissue transcriptome data, comparative protein evidence and ab-initio gene prediction identified 35,699 protein-coding genes. Chromosome level synteny was demonstrated against multiple high-quality bivalve genome assemblies, including an O. edulis genome generated independently for a French O. edulis individual. Comparative genomics was used to characterize gene family expansions during Ostrea evolution that potentially facilitated adaptation. This new reference genome for European flat oyster will enable high-resolution genomics in support of conservation and aquaculture initiatives, and improves our understanding of bivalve genome evolution.

genomics↗

bioRxiv2022

Genome-wide association and genomic prediction of growth traits in the European flat oyster (Ostrea edulis)

The European flat oyster (Ostrea edulis) is a bivalve mollusc that was once widely distributed in Europe and represented an important food resource for humans for centuries. Populations of O. edulis experienced a severe decline across their biogeographic range mainly due to anthropogenic activities and disease outbreaks. To restore the economic and ecological benefits of European flat oyster populations, extensive protection and restoration efforts are in place within Europe. In line with the increasing interest in supporting restoration and oyster farming through the breeding of stocks with enhanced performance, the present study aimed to evaluate the potential of genomic selection for improving growth traits in a European flat oyster population obtained from successive mass-spawning events. Four growth-related traits were evaluated: total weight (TW), shell height (SH), shell width (SW) and shell length (SL). The heritability of the growth traits was moderate-low, with estimates of 0.45, 0.37, 0.22, and 0.32 for TW, SH, SW and SL, respectively. A genome-wide association analysis revealed a largely polygenic genetic architecture for the four growth traits, with two distinct QTLs detected on chromosome 4. To investigate whether genomic selection can be implemented in flat oyster breeding at a reduced cost, the utility of low-density SNP panels (down to 100 SNPs) was assessed. Genomic prediction accuracies using the full density panel were high (>0.83 for all traits). The evaluation of the effect of reducing the number of markers used to predict genomic breeding values revealed that similar selection accuracies could be achieved for all traits with 2K SNPs as for a full panel containing 4,577 SNPs. Only slight reductions in accuracies were observed at the lowest SNP density tested (i.e. 100 SNPs), likely due to a high relatedness between individuals being included in the training and validation sets during cross-validation. Overall, our results suggest that the genetic improvement of growth traits in oysters is feasible. Nevertheless, and although low-density SNP panels appear as a promising strategy for applying GS at a reduced cost, additional populations with different degrees of genetic relationship should be assessed to derive estimates of prediction accuracies to be expected in practical breeding programmes.

genetics↗

bioRxiv2022

Extensive lineage-specific rediploidisation masks shared whole genome duplication in the sturgeon-paddlefish ancestor

Whole genome duplication (WGD) is a dramatic evolutionary event generating many new genes and which may play a role in survival through mass extinctions. Paddlefish and sturgeon are sister lineages that both show genomic evidence for ancient WGD. Until now this has been interpreted as two independent WGD events due to a preponderance of duplicate genes with independent histories. Here we show that although there is indeed a plurality of apparently independent gene duplications, these derive from a shared genome duplication event occurring close to the Permian-Triassic mass extinction period, followed by a prolonged process of reversion to stable diploid inheritance (rediploidisation). We show that the sharing of this WGD is masked by the fact that paddlefish and sturgeon lineage divergence occurred before rediploidisation had proceeded even half-way. Thus, for most genes the resolution to diploidy was lineage-specific. Because genes are only truly duplicated once diploid inheritance is established, the paddlefish and sturgeon genomes are a mosaic of shared and non-shared gene duplications resulting from a shared genome duplication event. This is the first time that lineage-specific resolution of genes from a common WGD event has been shown to affect such a large proportion of the genome.

evolutionary biology↗

bioRxiv2021

Genome-wide reconstruction of rediploidization following autopolyploidizationacross one hundred million years of salmonid evolution

The long-term evolutionary impacts of whole genome duplication (WGD) are strongly influenced by the ensuing rediploidization process. Following autopolyploidization, rediploidization involves a transition from tetraploid to diploid meiotic pairing, allowing duplicated genes (ohnologues) to diverge genetically and functionally. Our understanding of autopolyploid rediploidization has been informed by a WGD event ancestral to salmonid fishes, where large genomic regions are characterized by temporally delayed rediploidization, allowing lineage-specific ohnologue sequence divergence in the major salmonid clades. Here, we investigate the long-term outcomes of autopolyploid rediploidization at genome-wide resolution, exploiting a recent explosion of salmonid genome assemblies, including a new genome sequence for the huchen (Hucho hucho). We developed a genome alignment approach to capture duplicated regions across multiple species, allowing us to create 121,864 phylogenetic trees describing ohnologue divergence across salmonid evolution. Using molecular clock analysis, we show that 61% of the ancestral salmonid genome experienced an initial wave of rediploidization in the late Cretaceous (85-106 Mya). This was followed by a period of relative genomic stasis lasting 17-39 My, where much of the genome remained in a tetraploid state. A second rediploidization wave began in the early Eocene and proceeded alongside species diversification, generating predictable patterns of lineage-specific ohnologue divergence, scaling in complexity with the number of speciation events. Finally, using gene set enrichment, gene expression, and codon-based selection analyses, we provide insights into potential functional outcomes of delayed rediploidization. Overall, this study enhances our understanding of delayed autopolyploid rediploidization and has broad implications for future studies of WGD events.

genomics↗

bioRxiv2020

Comparative regulomics reveals pervasive selection on gene dosage following whole genome duplication

Whole genome duplication (WGD) events have played a major role in eukaryotic genome evolution, but the consequence of these extreme events in adaptive genome evolution is still not well understood. To address this knowledge gap we used a comparative phylogenetic model and transcriptomic data from seven species to infer selection on gene expression in duplicated genes (ohnologs) following the salmonid WGD 80-100 million years ago. We find rare cases of tissue-specific expression evolution but pervasive expression evolution affecting many tissues, reflecting strong selection on maintenance of genome stability following genome doubling. Although ohnolog expression levels have evolved mostly asymmetrically, by diverting one ohnolog copy down a path towards pseudogenization, strong evolutionary constraints have frequently also favoured symmetric shifts in gene dosage of both copies, likely to achieve gene dose reduction while avoiding accumulation of toxic mutations. Mechanistically, ohnolog regulatory divergence is dictated by the number of bound transcription factors in promoters, with transposable elements being one source of novel binding sites driving tissue-specific gains in expression. Our results imply pervasive adaptive expression evolution following WGD to overcome the immediate challenges posed by genome doubling and to exploit the long-term genetic opportunities for novel phenotype evolution.

evolutionary biology↗

bioRxiv2020

The structural variation landscape in 492 Atlantic salmon genomes

Structural variants (SVs) are a major source of genetic and phenotypic variation, but remain challenging to accurately type and are hence poorly characterized in most species. We present an approach for reliable SV discovery in non-model species using whole genome sequencing and report 15,483 high-confidence SVs in 492 Atlantic salmon (Salmo salar L.) sampled from a broad phylogeographic distribution. These SVs recover population genetic structure with high resolution, include an active DNA transposon, widely affect functional features, and overlap more duplicated genes retained from an ancestral salmonid autotetraploidization event than expected. Changes in SV allele frequency between wild and farmed fish indicate polygenic selection on behavioural traits during domestication, targeting brain-expressed synaptic networks linked to neurological disorders in humans. This study offers novel insights into the role of SVs in genome evolution and the genetic architecture of domestication traits, along with resources supporting reliable SV discovery in non-model species.

genomics↗

bioRxiv2017

Lineage-specific rediploidization is a mechanism to explain time-lags between genome duplication and evolutionary diversification

The functional divergence of duplicate genes (ohnologues) retained from whole genome duplication (WGD) is thought to promote evolutionary diversification. However, species radiation and phenotypic diversification is often highly temporally-detached from WGD. Salmonid fish, whose ancestor experienced WGD by autotetraploidization ~95 Ma (i.e. Ss4R), fit such a time-lag model of post-WGD radiation, which occurred alongside a major delay in the rediploidization process. Here we propose a model called Lineage-specific Ohnologue Resolution (LORe) to address the phylogenetic and functional consequences of delayed rediploidization. Under LORe, speciation precedes rediploidization, allowing independent ohnologue divergence in sister lineages sharing an ancestral WGD event. Using cross-species sequence capture, phylogenomics and genome-wide analyses of ohnologue expression divergence, we demonstrate the major impact of LORe on salmonid evolution. One quarter of each salmonid genome, harbouring at least 4,500 ohnologues, has evolved under LORe, with rediploidization and functional divergence occurring on multiple independent occasions > 50 Myr post-WGD. We demonstrate the existence and regulatory divergence of many LORe ohnologues with functions in lineage-specific physiological adaptations that promoted salmonid species radiation. We show that LORe ohnologues are enriched for different functions than older ohnologues that began diverging in the salmonid ancestor. LORe has unappreciated significance as a nested component of post-WGD divergence that impacts the functional properties of genes, whilst providing ohnologues available solely for lineage-specific adaptation. Under LORe, which is predicted following many WGD events, the functional outcomes of WGD need not appear explosively, but can arise gradually over tens of Myr, promoting lineage-specific diversification regimes under prevailing ecological pressures.

genomics↗