» Articles » PMID: 31884969

Multi-species Annotation of Transcriptome and Chromatin Structure in Domesticated Animals

Abstract

Background: Comparative genomics studies are central in identifying the coding and non-coding elements associated with complex traits, and the functional annotation of genomes is a critical step to decipher the genotype-to-phenotype relationships in livestock animals. As part of the Functional Annotation of Animal Genomes (FAANG) action, the FR-AgENCODE project aimed to create reference functional maps of domesticated animals by profiling the landscape of transcription (RNA-seq), chromatin accessibility (ATAC-seq) and conformation (Hi-C) in species representing ruminants (cattle, goat), monogastrics (pig) and birds (chicken), using three target samples related to metabolism (liver) and immunity (CD4+ and CD8+ T cells).

Results: RNA-seq assays considerably extended the available catalog of annotated transcripts and identified differentially expressed genes with unknown function, including new syntenic lncRNAs. ATAC-seq highlighted an enrichment for transcription factor binding sites in differentially accessible regions of the chromatin. Comparative analyses revealed a core set of conserved regulatory regions across species. Topologically associating domains (TADs) and epigenetic A/B compartments annotated from Hi-C data were consistent with RNA-seq and ATAC-seq data. Multi-species comparisons showed that conserved TAD boundaries had stronger insulation properties than species-specific ones and that the genomic distribution of orthologous genes in A/B compartments was significantly conserved across species.

Conclusions: We report the first multi-species and multi-assay genome annotation results obtained by a FAANG project. Beyond the generation of reference annotations and the confirmation of previous findings on model animals, the integrative analysis of data from multiple assays and species sheds a new light on the multi-scale selective pressure shaping genome organization from birds to mammals. Overall, these results emphasize the value of FAANG for research on domesticated animals and reinforces the importance of future meta-analyses of the reference datasets being generated by this community on different species.

Citing Articles

A dataset of single-cell transcriptomic atlas of Bama pig and potential marker genes across seven tissues.

Chen L, Tong X, Wu Y, Liu C, Tang C, Qi X BMC Genom Data. 2025; 26(1):16.

PMID: 40075302 PMC: 11899051. DOI: 10.1186/s12863-025-01308-3.


Comparative epigenetics of domestic animals: focusing on DNA accessibility and its impact on gene regulation and traits.

Lee J, Cho J J Vet Sci. 2025; 26(1):e9.

PMID: 39901471 PMC: 11799094. DOI: 10.4142/jvs.24259.


A Graph-based Goat Pangenome Reveals Structural Variations Involved in Domestication and Adaptation.

Bian P, Li J, Zhou S, Wang X, Gong M, Guo X Mol Biol Evol. 2024; 41(12).

PMID: 39665690 PMC: 11669723. DOI: 10.1093/molbev/msae251.


Analysis of cis-regulatory changes underlying phenotype divergence shaped by domestication in pigs.

Liu C, Ao N, Liang Y, Ma T, Wang Q, Wang Z Front Genet. 2024; 15:1421859.

PMID: 39582787 PMC: 11581869. DOI: 10.3389/fgene.2024.1421859.


LncRNA NORFA promotes the synthesis of estradiol and inhibits the apoptosis of sow ovarian granulosa cells through SF-1/CYP11A1 axis.

Guo Z, Zeng Q, Li Q, Shan B, Huo Y, Shi X Biol Direct. 2024; 19(1):107.

PMID: 39523350 PMC: 11552157. DOI: 10.1186/s13062-024-00563-1.


References
1.
Schmidt D, Wilson M, Ballester B, Schwalie P, Brown G, Marshall A . Five-vertebrate ChIP-seq reveals the evolutionary dynamics of transcription factor binding. Science. 2010; 328(5981):1036-40. PMC: 3008766. DOI: 10.1126/science.1186176. View

2.
Mank J . Sex chromosome dosage compensation: definitely not for everyone. Trends Genet. 2013; 29(12):677-83. DOI: 10.1016/j.tig.2013.07.005. View

3.
Siepel A, Bejerano G, Pedersen J, Hinrichs A, Hou M, Rosenbloom K . Evolutionarily conserved elements in vertebrate, insect, worm, and yeast genomes. Genome Res. 2005; 15(8):1034-50. PMC: 1182216. DOI: 10.1101/gr.3715005. View

4.
Lun A, Smyth G . csaw: a Bioconductor package for differential binding analysis of ChIP-seq data using sliding windows. Nucleic Acids Res. 2015; 44(5):e45. PMC: 4797262. DOI: 10.1093/nar/gkv1191. View

5.
Derrien T, Johnson R, Bussotti G, Tanzer A, Djebali S, Tilgner H . The GENCODE v7 catalog of human long noncoding RNAs: analysis of their gene structure, evolution, and expression. Genome Res. 2012; 22(9):1775-89. PMC: 3431493. DOI: 10.1101/gr.132159.111. View