Biology subjects

Medrano, J. F.

Publications and source records attributed to Medrano, J. F..

4 recordsLinked to original sources

bioRxiv2025

An integrated multi-tissue atlas of epigenomic landscapes and regulatory elements in the bovine genome

Deciphering the regulatory syntax of the genome is essential to understand the genetic and molecular architecture of complex traits, as most trait-associated variants lie in non-coding regions. Yet, functional annotation of the bovine genome remains limited, hindering our ability to unravel the mechanisms underpinning complex traits of economic and ecological importance in cattle. Here, we present a comprehensive epigenetic atlas comprising 1,138 genome-wide epigenetic profiles, including chromatin accessibility, six histone modifications, CCCTC-binding factor (CTCF) transcription factor binding, DNA methylation, chromatin conformation, and transcriptomes across 53 adult tissues, five fetal tissues, and seven primary cell types. This atlas-level data enables us to annotate around 45% of the genome as putative regulatory elements exhibiting tissue- or cell-specific regulatory activity. Leveraging sequence-to-function deep learning models, we discovered 301 sequence motifs and predicted the functional impact of genetic variants through in silico mutagenesis, thereby facilitating the decoding of the regulatory syntax of the cattle genome and fine-mapping of GWAS loci for 22 complex traits. Cross-species analysis further revealed evolutionarily conserved features of regulatory architecture and provided evolutionary insights into complex traits and diseases in humans. Together, this atlas offers a foundational resource for advancing cattle functional genomics, sustainable breeding, and studies of regulatory evolution.

genomics↗

bioRxiv2024

Efficient Generation of SOCS2 Knock-out Sheep by Electroporation of CRISPR-Cas9 Ribonucleoprotein Complex with Dual-sgRNAs.

Knock-out (KO) sheep were produced using CRISPR-Cas9 ribonucleoprotein complexes in zygotes targeting an 85 bp section of the first exon of the Suppressor of Cytokine Signalling-2 (SOCS2) gene. Electroporation was performed 6 hours post-fertilization with dual-guide CRISPR-Cas9 ribonucleoproteins (RNPs). Fifty-two blastocysts were transferred to 13 estrus-synchronized recipients, yielding five live lambs and one stillborn. These lambs were all compound heterozygotes with mutations predicted to result in SOCS2 KO. Three lambs carried large deletion alleles (259 bp, 1694 bp, and 2127 bp) that evaded initial detection via initial PCR screening. Off-target analysis identified a small number of mutations which may have been the result of off-target activity in regions with some homology to the guides, but notably such mutations were also observed in unedited controls. Further, we observed several orders of magnitude more mutations outside of these regions of homology in both edited animals and controls. Western blot and RT-PCR analysis of cell lines from SOCS2 KO lambs showed trace levels of SOCS2 mRNA and SOCS2 protein. In conclusion, combining IVF and electroporation of dual-guide CRISPR-Cas9 RNPs was effective at generating KO sheep.

bioengineering↗

bioRxiv2024

De novo whole-genome assembly and annotation of a high-quality coffee variety from the primary origin of coffee, Coffea arabica var. Geisha

Geisha coffee is recognized for its unique aromas and flavors and accordingly, has achieved the highest prices in the specialty coffee markets. We report the development of a chromosome-level, well-annotated, genome assembly of Coffea arabica var. Geisha, considered an Ethiopian landrace thatrepresents germplasm from the Ethiopian center of origin of coffee. We used a hybrid de novo assembly approach combining two long-reads single molecule sequencing technologies, Oxford Nanopore and Pacific Biosciences, together with scaffolding with Hi-C libraries. The final assembly is 1.03GB in size with BUSCO assessment of the assembly completeness of 97.7% of single-copy orthologs clusters. RNAseq and IsoSeq data were used as transcriptional experimental evidence for annotation and gene prediction revealing the presence of 47,062 gene loci encompassing 53,273 protein-coding transcripts. Comparison of the assembly to the progenitor subgenomes, separated the set of chromosome sequences inherited from C. canephora from those of C. eugenioides., Corresponding orthologs between Geisha and Red Bourbon had a 99.67% median identity, higher than what we observe with the progenitor assemblies (median 97.28%). Both, Geisha and Red Bourbon contain an inversion on Chromosome 10 relative to the pseudomolecules of the genetic material inherited from the two progenitors that must have happened before the separation in the geographical migration of the two varieties. Lending support of a single allopolyploidization event that gave origin to C. arabica after the hybridization event with the two progenitor lines. Broadening the availability of high-quality genome assemblies of Coffea arabica varieties, paves the way for understanding the evolution and domestication of coffee, as well as the genetic basis and environmental interactions of why a variety like Geisha is capable of producing beans with such exceptional and unique high-quality.

genomics↗

bioRxiv2020

A comparative analysis of chromatin accessibility in cattle, pig, and mouse tissues

BackgroundAlthough considerable progress has been made towards annotating the noncoding portion of the human and mouse genomes, regulatory elements in other species, such as livestock, remain poorly characterized. This lack of functional annotation poses a substantial roadblock to agricultural research and diminishes the value of these species as model organisms. As active regulatory elements are typically characterized by chromatin accessibility, we implemented the Assay for Transposase Accessible Chromatin (ATAC-seq) to annotate and characterize regulatory elements in pigs and cattle, given a set of eight adult tissues. ResultsOverall, 306,304 and 273,594 active regulatory elements were identified in pig and cattle, respectively. 71,478 porcine and 47,454 bovine regulatory elements were highly tissue-specific and were correspondingly enriched for binding motifs of known tissue-specific transcription factors. However, in every tissue the most prevalent accessible motif corresponded to the insulator CTCF, suggesting pervasive involvement in 3-D chromatin organization. Taking advantage of a similar dataset in mouse, open chromatin in pig, cattle, and mice were compared, revealing that the conservation of regulatory elements, in terms of sequence identity and accessibility, was consistent with evolutionary distance; whereas pig and cattle shared about 20% of accessible sites, mice and ungulates only had about 10% of accessible sites in common. Furthermore, conservation of accessibility was more prevalent at promoters than at intergenic regions. ConclusionsThe lack of conserved accessibility at distal elements is consistent with rapid evolution of enhancers, and further emphasizes the need to annotate regulatory elements in individual species, rather than inferring elements based on homology. This atlas of chromatin accessibility in cattle and pig constitutes a substantial step towards annotating livestock genomes and dissecting the regulatory link between genome and phenome.

genomics↗