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Cai Z, Hansen LS, Laursen SF, Nielsen HM, Bahrndorff S, Tomberlin JK, Kristensen TN, Sørensen JG, Sahana G. Whole-genome sequencing of two captive black soldier fly populations: Implications for commercial production. Genomics 2024; 116:110891. [PMID: 38909907 DOI: 10.1016/j.ygeno.2024.110891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 05/31/2024] [Accepted: 06/20/2024] [Indexed: 06/25/2024]
Abstract
Black soldier fly (BSF; Hermetia illucens) is a promising insect species for food and feed production as its larvae can convert different organic waste to high-value protein. Selective breeding is one way to optimize production, but the potential of breeding is only starting to be explored and not yet utilized for BSF. To assist in monitoring a captive population and implementing a breeding program, genomics tools are imperative. We conducted whole genome sequencing of two captive populations separated by geographical distance - Denmark (DK) and Texas, USA (TX). Various population genetics analyses revealed a moderate genetic differentiation between two populations. Moreover, we observed higher inbreeding in the DK population, and the detection of a subpopulation within DK population aligned well with the recent foundation of the DK population from two captive populations. Additionally, we generated gene ontology annotation and variants annotation for wider potential applications. Our findings establish a robust marker set for research in population genetics, facilitating the monitoring of inbreeding and laying the groundwork for practical breeding programs for BSF.
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Affiliation(s)
- Zexi Cai
- Center for Quantitative Genetics and Genomics, Aarhus University, C F Møllers Allé 3, 8000 Aarhus, Denmark.
| | - Laura Skrubbeltrang Hansen
- Center for Quantitative Genetics and Genomics, Aarhus University, C F Møllers Allé 3, 8000 Aarhus, Denmark; Department of Biology, Aarhus University, Ny Munkegade 116, 8000 Aarhus, Denmark.
| | - Stine Frey Laursen
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark.
| | - Hanne Marie Nielsen
- Center for Quantitative Genetics and Genomics, Aarhus University, C F Møllers Allé 3, 8000 Aarhus, Denmark.
| | - Simon Bahrndorff
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark.
| | | | - Torsten Nygaard Kristensen
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark.
| | | | - Goutam Sahana
- Center for Quantitative Genetics and Genomics, Aarhus University, C F Møllers Allé 3, 8000 Aarhus, Denmark.
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Lescroart J, Bonilla-Sánchez A, Napolitano C, Buitrago-Torres DL, Ramírez-Chaves HE, Pulido-Santacruz P, Murphy WJ, Svardal H, Eizirik E. Extensive Phylogenomic Discordance and the Complex Evolutionary History of the Neotropical Cat Genus Leopardus. Mol Biol Evol 2023; 40:msad255. [PMID: 37987559 PMCID: PMC10701098 DOI: 10.1093/molbev/msad255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 11/07/2023] [Accepted: 11/13/2023] [Indexed: 11/22/2023] Open
Abstract
Even in the genomics era, the phylogeny of Neotropical small felids comprised in the genus Leopardus remains contentious. We used whole-genome resequencing data to construct a time-calibrated consensus phylogeny of this group, quantify phylogenomic discordance, test for interspecies introgression, and assess patterns of genetic diversity and demographic history. We infer that the Leopardus radiation started in the Early Pliocene as an initial speciation burst, followed by another in its subgenus Oncifelis during the Early Pleistocene. Our findings challenge the long-held notion that ocelot (Leopardus pardalis) and margay (L. wiedii) are sister species and instead indicate that margay is most closely related to the enigmatic Andean cat (L. jacobita), whose whole-genome data are reported here for the first time. In addition, we found that the newly sampled Andean tiger cat (L. tigrinus pardinoides) population from Colombia associates closely with Central American tiger cats (L. tigrinus oncilla). Genealogical discordance was largely attributable to incomplete lineage sorting, yet was augmented by strong gene flow between ocelot and the ancestral branch of Oncifelis, as well as between Geoffroy's cat (L. geoffroyi) and southern tiger cat (L. guttulus). Contrasting demographic trajectories have led to disparate levels of current genomic diversity, with a nearly tenfold difference in heterozygosity between Andean cat and ocelot, spanning the entire range of variability found in extant felids. Our analyses improved our understanding of the speciation history and diversity patterns in this felid radiation, and highlight the benefits to phylogenomic inference of embracing the many heterogeneous signals scattered across the genome.
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Affiliation(s)
- Jonas Lescroart
- Department of Biology, University of Antwerp, Antwerp, Belgium
- School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Alejandra Bonilla-Sánchez
- School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
- Faculty of Exact and Natural Sciences, University of Antioquia, Medellín, Colombia
| | - Constanza Napolitano
- Department of Biological Sciences and Biodiversity, University of Los Lagos, Osorno, Chile
- Institute of Ecology and Biodiversity, Concepción, Chile
- Cape Horn International Center, Puerto Williams, Chile
- Andean Cat Alliance, Villa Carlos Paz, Argentina
| | - Diana L Buitrago-Torres
- School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Héctor E Ramírez-Chaves
- Department of Biological Sciences, University of Caldas, Manizales, Colombia
- Centro de Museos, Museo de Historia Natural, University of Caldas, Manizales, Colombia
| | | | - William J Murphy
- Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, USA
- Interdisciplinary Program in Genetics & Genomics, Texas A&M University, College Station, TX, USA
| | - Hannes Svardal
- Department of Biology, University of Antwerp, Antwerp, Belgium
- Naturalis Biodiversity Center, Leiden, Netherlands
| | - Eduardo Eizirik
- School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
- Instituto Pró-Carnívoros, Atibaia, Brazil
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Fernández-Orth D, Rueda M, Singh B, Moldes M, Jene A, Ferri M, Vasallo C, Fromont LA, Navarro A, Rambla J. A quality control portal for sequencing data deposited at the European genome-phenome archive. Brief Bioinform 2022; 23:6570012. [PMID: 35438138 PMCID: PMC9116225 DOI: 10.1093/bib/bbac136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 03/01/2022] [Accepted: 03/23/2022] [Indexed: 11/15/2022] Open
Abstract
Since its launch in 2008, the European Genome-Phenome Archive (EGA) has been leading the archiving and distribution of human identifiable genomic data. In this regard, one of the community concerns is the potential usability of the stored data, as of now, data submitters are not mandated to perform any quality control (QC) before uploading their data and associated metadata information. Here, we present a new File QC Portal developed at EGA, along with QC reports performed and created for 1 694 442 files [Fastq, sequence alignment map (SAM)/binary alignment map (BAM)/CRAM and variant call format (VCF)] submitted at EGA. QC reports allow anonymous EGA users to view summary-level information regarding the files within a specific dataset, such as quality of reads, alignment quality, number and type of variants and other features. Researchers benefit from being able to assess the quality of data prior to the data access decision and thereby, increasing the reusability of data (https://ega-archive.org/blog/data-upcycling-powered-by-ega/).
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Affiliation(s)
- Dietmar Fernández-Orth
- European Genome-phenome Archive (EGA) in the Centre for Genomic Regulation (CRG), the Barcelona Institute of Science and Technology Dr. Aiguader 88, Barcelona, 08003 Spain
| | - Manuel Rueda
- European Genome-phenome Archive (EGA) in the Centre for Genomic Regulation (CRG), the Barcelona Institute of Science and Technology Dr. Aiguader 88, Barcelona, 08003 Spain
| | - Babita Singh
- European Genome-phenome Archive (EGA) in the Centre for Genomic Regulation (CRG), the Barcelona Institute of Science and Technology Dr. Aiguader 88, Barcelona, 08003 Spain
| | - Mauricio Moldes
- European Genome-phenome Archive (EGA) in the Centre for Genomic Regulation (CRG), the Barcelona Institute of Science and Technology Dr. Aiguader 88, Barcelona, 08003 Spain
| | - Aina Jene
- European Genome-phenome Archive (EGA) in the Centre for Genomic Regulation (CRG), the Barcelona Institute of Science and Technology Dr. Aiguader 88, Barcelona, 08003 Spain
| | - Marta Ferri
- European Genome-phenome Archive (EGA) in the Centre for Genomic Regulation (CRG), the Barcelona Institute of Science and Technology Dr. Aiguader 88, Barcelona, 08003 Spain
| | - Claudia Vasallo
- European Genome-phenome Archive (EGA) in the Centre for Genomic Regulation (CRG), the Barcelona Institute of Science and Technology Dr. Aiguader 88, Barcelona, 08003 Spain
| | - Lauren A Fromont
- European Genome-phenome Archive (EGA) in the Centre for Genomic Regulation (CRG), the Barcelona Institute of Science and Technology Dr. Aiguader 88, Barcelona, 08003 Spain
| | - Arcadi Navarro
- European Genome-phenome Archive (EGA) in the Centre for Genomic Regulation (CRG), the Barcelona Institute of Science and Technology Dr. Aiguader 88, Barcelona, 08003 Spain
| | - Jordi Rambla
- European Genome-phenome Archive (EGA) in the Centre for Genomic Regulation (CRG), the Barcelona Institute of Science and Technology Dr. Aiguader 88, Barcelona, 08003 Spain
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