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Duarte VDS, Porcellato D. Host DNA depletion methods and genome-centric metagenomics of bovine hindmilk microbiome. mSphere 2024; 9:e0047023. [PMID: 38054728 PMCID: PMC10826364 DOI: 10.1128/msphere.00470-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 10/20/2023] [Indexed: 12/07/2023] Open
Abstract
Bovine mastitis is a multi-etiological and complex disease, resulting in serious economic consequences for dairy farmers and industry. In recent years, the microbiological evaluation of raw milk has been investigated in-depth using next-generation sequencing approaches such as metataxonomic analysis. Despite this, host DNA is a major concern in the shotgun metagenomic sequencing of microbial communities in milk samples, and it represents a big challenge. In this study, we aimed to evaluate different methods for host DNA depletion and/or microbial DNA enrichment and assess the use of PCR-based whole genome amplification in milk samples with high somatic cell count (SCC) by using short- and long-read sequencing technologies. Our results evidenced that DNA extraction performed differently in terms of host DNA removal, impacting metagenome composition and functional profiles.. Moreover, the ratio of SCC/bacteria ultimately impacts microbial DNA yield, and samples with low SCC (SCC below 100,000 cells/mL) are the most problematic. When milk samples with high SCC (SCC above 200,000 cells/mL) underwent multiple-displacement amplification (MDA), we successfully recovered high-quality metagenome-assembled genomes (MAGs), and long-read sequencing was feasible even for samples with low DNA concentration. By associating MDA and short-read sequencing, we recovered two times more MAGs than in untreated samples, and an ongoing co-infection not reported by traditional methods was detected for mastitis pathogen. Overall, this new approach will improve the detection of mastitis-associated microorganisms and make it possible to examine host-microbiome interactions in bovine mastitis.IMPORTANCENext-generation sequencing technologies have been widely used to gain new insights into the diversity of the microbial community of milk samples and dairy products for different purposes such as microbial safety, profiling of starter cultures, and host-microbiome interactions. Milk is a complex food matrix, and additionally, the presence of host nucleic acid sequences is considered a contaminant in untargeted high-throughput sequencing studies. Therefore, genomic-centric metagenomic studies of milk samples focusing on the health-disease status in dairy cattle are still scarce, which makes it difficult to evaluate the microbial ecophysiology of bovine hindmilk. This study provides an alternative method for genome-centric metagenome studies applied to hindmilk samples with high somatic cell content, which is indispensable to examining host-microbiome interactions in bovine mastitis.
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Affiliation(s)
- Vinícius da Silva Duarte
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | - Davide Porcellato
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
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da Silva JD, Melo LDR, Santos SB, Kropinski AM, Xisto MF, Dias RS, da Silva Paes I, Vieira MS, Soares JJF, Porcellato D, da Silva Duarte V, de Paula SO. Genomic and proteomic characterization of vB_SauM-UFV_DC4, a novel Staphylococcus jumbo phage. Appl Microbiol Biotechnol 2023; 107:7231-7250. [PMID: 37741937 PMCID: PMC10638138 DOI: 10.1007/s00253-023-12743-6] [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: 04/03/2023] [Revised: 04/03/2023] [Accepted: 08/21/2023] [Indexed: 09/25/2023]
Abstract
Staphylococcus aureus is one of the most relevant mastitis pathogens in dairy cattle, and the acquisition of antimicrobial resistance genes presents a significant health issue in both veterinary and human fields. Among the different strategies to tackle S. aureus infection in livestock, bacteriophages have been thoroughly investigated in the last decades; however, few specimens of the so-called jumbo phages capable of infecting S. aureus have been described. Herein, we report the biological, genomic, and structural proteomic features of the jumbo phage vB_SauM-UFV_DC4 (DC4). DC4 exhibited a remarkable killing activity against S. aureus isolated from the veterinary environment and stability at alkaline conditions (pH 4 to 12). The complete genome of DC4 is 263,185 bp (GC content: 25%), encodes 263 predicted CDSs (80% without an assigned function), 1 tRNA (Phe-tRNA), multisubunit RNA polymerase, and an RNA-dependent DNA polymerase. Moreover, comparative analysis revealed that DC4 can be considered a new viral species belonging to a new genus DC4 and showed a similar set of lytic proteins and depolymerase activity with closely related jumbo phages. The characterization of a new S. aureus jumbo phage increases our understanding of the diversity of this group and provides insights into the biotechnological potential of these viruses. KEY POINTS: • vB_SauM-UFV_DC4 is a new viral species belonging to a new genus within the class Caudoviricetes. • vB_SauM-UFV_DC4 carries a set of RNA polymerase subunits and an RNA-directed DNA polymerase. • vB_SauM-UFV_DC4 and closely related jumbo phages showed a similar set of lytic proteins.
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Affiliation(s)
- Jéssica Duarte da Silva
- Department of Microbiology, Federal University of Viçosa, Av. Peter Henry Rolfs, S/N, Campus Universitário, Viçosa, Minas Gerais, 36570-900, Brazil
| | - Luís D R Melo
- Centre of Biological Engineering - CEB, University of Minho, 4710-057, Braga, Portugal
- LABBELS - Associate Laboratory, Braga, Portugal
| | - Sílvio B Santos
- Centre of Biological Engineering - CEB, University of Minho, 4710-057, Braga, Portugal
- LABBELS - Associate Laboratory, Braga, Portugal
| | - Andrew M Kropinski
- Department of Pathobiology, University of Guelph, Guelph, ON, N1G 2W1, Canada
| | - Mariana Fonseca Xisto
- Department of General Biology, Federal University of Viçosa, Av. Peter Henry Rolfs, S/N, Campus Universitário, Viçosa, Minas Gerais, 36570-900, Brazil
| | - Roberto Sousa Dias
- Department of General Biology, Federal University of Viçosa, Av. Peter Henry Rolfs, S/N, Campus Universitário, Viçosa, Minas Gerais, 36570-900, Brazil
| | - Isabela da Silva Paes
- Department of General Biology, Federal University of Viçosa, Av. Peter Henry Rolfs, S/N, Campus Universitário, Viçosa, Minas Gerais, 36570-900, Brazil
| | - Marcella Silva Vieira
- Department of General Biology, Federal University of Viçosa, Av. Peter Henry Rolfs, S/N, Campus Universitário, Viçosa, Minas Gerais, 36570-900, Brazil
| | - José Júnior Ferreira Soares
- Department of General Biology, Federal University of Viçosa, Av. Peter Henry Rolfs, S/N, Campus Universitário, Viçosa, Minas Gerais, 36570-900, Brazil
| | - Davide Porcellato
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, P.O. Box 5003, 1432, Ås, Norway
| | - Vinícius da Silva Duarte
- Department of Microbiology, Federal University of Viçosa, Av. Peter Henry Rolfs, S/N, Campus Universitário, Viçosa, Minas Gerais, 36570-900, Brazil.
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, P.O. Box 5003, 1432, Ås, Norway.
| | - Sérgio Oliveira de Paula
- Department of General Biology, Federal University of Viçosa, Av. Peter Henry Rolfs, S/N, Campus Universitário, Viçosa, Minas Gerais, 36570-900, Brazil
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Nale JY, McEwan NR. Bacteriophage Therapy to Control Bovine Mastitis: A Review. Antibiotics (Basel) 2023; 12:1307. [PMID: 37627727 PMCID: PMC10451327 DOI: 10.3390/antibiotics12081307] [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: 07/19/2023] [Revised: 08/01/2023] [Accepted: 08/03/2023] [Indexed: 08/27/2023] Open
Abstract
Bovine mastitis is a polymicrobial disease characterised by inflammation of the udders of dairy and beef cattle. The infection has huge implications to health and welfare of animals, impacting milk and beef production and costing up to EUR 32 billion annually to the dairy industry, globally. Bacterial communities associated with the disease include representative species from Staphylococcus, Streptococcus, Enterococcus, Actinomyces, Aerococcus, Escherichia, Klebsiella and Proteus. Conventional treatment relies on antibiotics, but antimicrobial resistance, declining antibiotic innovations and biofilm production negatively impact therapeutic efficacy. Bacteriophages (phages) are viruses which effectively target and lyse bacteria with extreme specificity and can be a valuable supplement or replacement to antibiotics for bovine mastitis. In this review, we provide an overview of the etiology of bovine mastitis, the advantages of phage therapy over chemical antibiotics for the strains and research work conducted in the area in various model systems to support phage deployment in the dairy industry. We emphasise work on phage isolation procedures from samples obtained from mastitic and non-mastitic sources, characterisation and efficacy testing of single and multiple phages as standalone treatments or adjuncts to probiotics in various in vitro, ex vivo and in vivo bovine mastitis infection models. Furthermore, we highlight the areas where improvements can be made with focus on phage cocktail optimisation, formulation, and genetic engineering to improve delivery, stability, efficacy, and safety in cattle. Phage therapy is becoming more attractive in clinical medicine and agriculture and thus, could mitigate the impending catastrophe of antimicrobial resistance in the dairy sector.
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Affiliation(s)
- Janet Y. Nale
- Centre for Epidemiology and Planetary Health, Scotland’s Rural College (SRUC), Inverness IV2 5NA, Scotland, UK
| | - Neil R. McEwan
- School of Veterinary Medicine, Scotland’s Rural College (SRUC), Aberdeen AB21 9YA, Scotland, UK;
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