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Pardo, B. G.

Publications and source records attributed to Pardo, B. G..

2 recordsLinked to original sources

Epigenomics of embryogenesis in turbot (Scophthalmus maximus)

Embryogenesis is the crucial first step of ontogeny, where an organism with a complex body plan arises from a single undifferentiated totipotent cell. This process is orchestrated by dynamic changes in transcriptional regulation, influenced by chromatin accessibility and nucleotide and histone modifications constituting epigenetic signals enabling access to transcription factors. The epigenomic regulation of embryogenesis has been studied in model fishes, but little attention has been paid to farmed fish - where traits of importance to aquaculture rely on early developmental processes. This study, framed within the AQUA-FAANG consortium, reports a comprehensive regulatory atlas of embryogenesis for turbot (Scophthalmus maximus), a farmed flatfish representing order Pleuronectiformes. 14,560 genes were expressed in the embryonic transcriptome with > 90% showing differential expression across consecutive stages. By integrating multi-histone ChIP-Seq marks with ATAC-Seq, we built a genome-wide chromatin state model, defining promoter and enhancer activity across stages. Transcription factor binding motif (TFBM) analysis of differentially active promoters and enhancers revealed dynamism in regulated gene functions, with more than half the TFBM enriched in a single developmental transition. Significant shifts in chromatin accessibility occurred across stages, most notably during the transition from shield to early segmentation, suggesting a profound chromatin reorganization underpins somitogenesis and early organ development. Most changes in chromatin accessibility across stages did not involve promoter regions of differentially expressed genes, suggesting a trend of promoter accessibility preceding gene transcriptional activity. Comparative analyses with zebrafish revealed a global transcriptomic correlation of single copy orthologs at matched stages of embryogenesis across species. While conserved expression dynamics were revealed for many orthologous Hox genes, notable cross-species differences were identified from before zygotic genome activation leading up to hatching. This multi-omics investigation provides a novel atlas of non-coding regulatory elements controlling turbot development, with key applications for flatfish biology and enhancing sustainable aquaculture.

genomics↗

Multiomics uncovers the epigenomic and transcriptomic response to viral and bacterial stimulation in turbot

Uncovering the epigenomic regulation of immune responses is essential for a comprehensive understanding of host defence mechanisms, though remains poorly investigated in farmed fish. We report the first annotation of the innate immune regulatory response in the turbot genome (Scophthalmus maximus), integrating RNA-Seq with ATAC-Seq and ChIP-Seq (H3K4me3, H3K27ac and H3K27me3) data from head kidney (in vivo) and primary leukocyte cultures (in vitro) 24 hours post-stimulation with viral (poly I:C) and bacterial (inactive Vibrio anguillarum) mimics. Among the 8,797 differentially expressed genes (DEGs), we observed enrichment of transcriptional activation pathways in response to Vibrio and immune pathways - including interferon stimulated genes - for poly I:C. We identified notable differences in chromatin accessibility (20,617 in vitro, 59,892 in vivo) and H3K4me3-bound regions (11,454 in vitro, 10,275 in vivo) between stimulations and controls. Overlap of DEGs with promoters showing differential accessibility or histone mark binding revealed significant coupling of the transcriptome and chromatin state. DEGs with activation marks in their promoters were enriched for similar functions to the global DEG set, but not always, suggesting key regulatory genes being in poised state. Active promoters and putative enhancers were enriched in specific transcription factor binding motifs, many common to viral and bacterial responses. Finally, an in-depth analysis of immune response changes in chromatin state surrounding key DEGs encoding transcription factors was performed. This multi-omics investigation provides an improved understanding of the epigenomic basis for the turbot immune responses and provides novel functional genomic information, leverageable for disease resistance selective breeding.

genomics↗