Multi-species annotation of transcriptome and chromatin structure in domesticated animals

被引:100
作者
Foissac, Sylvain [1 ]
Djebali, Sarah [1 ]
Munyard, Kylie [2 ]
Vialaneix, Nathalie [3 ]
Rau, Andrea [4 ]
Muret, Kevin [5 ]
Esquerre, Diane [1 ,6 ]
Zytnicki, Matthias [3 ]
Derrien, Thomas [7 ]
Bardou, Philippe [1 ]
Blanc, Fany [4 ]
Cabau, Cedric [1 ]
Crisci, Elisa [4 ,10 ]
Dhorne-Pollet, Sophie [4 ]
Drouet, Francoise [8 ]
Faraut, Thomas [1 ]
Gonzalez, Ignacio [3 ]
Goubil, Adeline [4 ]
Lacroix-Lamande, Sonia [8 ]
Laurent, Fabrice [8 ]
Marthey, Sylvain [4 ]
Marti-Marimon, Maria [1 ]
Momal-Leisenring, Raphaelle [4 ]
Mompart, Florence [1 ]
Quere, Pascale [8 ]
Robelin, David [1 ]
San Cristobal, Magali [1 ]
Tosser-Klopp, Gwenola [1 ]
Vincent-Naulleau, Silvia [9 ]
Fabre, Stephane [1 ]
Pinard-Van der Laan, Marie-Helene [4 ]
Klopp, Christophe [3 ]
Tixier-Boichard, Michele [4 ]
Acloque, Herve [1 ,4 ]
Lagarrigue, Sandrine [5 ]
Giuffra, Elisabetta [4 ]
机构
[1] Univ Toulouse, GenPhySE, INRA, INPT,ENVT, Chemin Borde Rouge, F-31326 Castanet Tolosan, France
[2] Curtin Univ, Sch Pharm & Biomed Sci, CHIRI Biosci, Perth, WA 24105, Australia
[3] Univ Toulouse, MIAT, INRA, Chemin Borde Rouge, F-31326 Castanet Tolosan, France
[4] Univ Paris Saclay, GABI, AgroParisTech, INRA, F-78350 Jouy En Josas, France
[5] INRA, PEGASE, Agrocampus Ouest, F-35590 St Gilles, France
[6] INRA, US1426, GeT PlaGe, Chemin Borde Rouge, F-31326 Castanet Tolosan, France
[7] Univ Rennes 1, IGDR, CNRS, UMR6290, Rennes, France
[8] INRA, UMR1282 ISP, F-37380 Nouzilly, France
[9] Univ Paris Saclay, IRCM, CEA, F-78350 Jouy En Josas, France
[10] North Carolina State Univ, Dept Populat Hlth & Pathobiol, Coll Vet Med, Raleigh, NC 27607 USA
关键词
Functional annotation; Livestock; RNA-seq; ATAC-seq; Hi-C; DIFFERENTIAL EXPRESSION ANALYSIS; FUNCTIONAL ANNOTATION; DNA ELEMENTS; CONTACT MAPS; SEQ REVEALS; T-CELLS; GENE; PRINCIPLES; EVOLUTION; DATABASE;
D O I
10.1186/s12915-019-0726-5
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:25
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