84 results on '"Salavati, Mazdak"'
Search Results
52. Prediction of metabolic clusters in early lactation dairy cows using models based on 2 milk biomarkers
- Author
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De Koster, J., Salavati, Mazdak, Grelet, C., Crowe, M. A., Matthews, E., O'Flaherty, R., Opsomer, G., Foldager, Leslie, and Hostens, M.
- Subjects
metabolic clustering ,milk biomarkers ,food and beverages ,dairy cows ,prediction - Abstract
The aim of this study was to describe metabolism of early lactation dairy cows by clustering cows based on glucose, insulin like growth factor I (IGF-I), free fatty acid (FFA), and β- hydroxybutyrate (BHB) using the k-means method. Predictive models for metabolic clusters were created and validated using three sets of milk biomarkers (milk metabolites and enzymes,glycans on the immuno-gamma globulin (IgG) fraction of milk, and Fourier transformed mid-infrared spectra (FT-MIR) of milk). Metabolic clusters are used to identify dairy cows with a(n) (im)balanced metabolic profile. Around 14 and 35 days in milk, serum or plasma concentrations of BHB, FFA, glucose and IGF-I, were determined. Cows with a favorable metabolic profile were grouped in BALANCED (n=43) and compared with OTHERBAL (n=64). Cows with an unfavorable metabolic profile were grouped in IMBALANCED (n=19) and compared with OTHERIMBAL (n=88). Glucose and IGF-I were higher in BALANCED compared with OTHERBAL. FFA and BHB were lower in BALANCED compared with OTHERBAL. Glucose and IGF-I were lower in IMBALANCED compared with OTHERIMBAL. FFA and BHB were higher in IMBALANCED. Metabolic clusters were related to production parameters. There was a trend for a higher daily increase in fat and protein corrected milk yield (FPCM) in BALANCED while FPCM of IMBALANCED was higher. Dry matter intake (DMI) and the daily increase in DMI were higher in BALANCED and lower in IMBALANCED. Energy balance was continuously higher in BALANCED and lower in IMBALANCED. Weekly or bi- weekly milk samples were taken and milk metabolites and enzymes (milk glucose, glucose-6- phosphate, BHB, lactate dehydrogenase, N-acetyl-β-D-glucosaminidase, isocitrate), IgGglycans (19 peaks) and FT-MIR (1,060 wavelengths reduced to 15 principal components) determined. Milk biomarkers with or without additional cow information (DIM, parity, milk yield features) were used to create predictive models for the metabolic clusters. Accuracy for prediction of BALANCED (80%) and IMBALANCED (88%) was highest using milk metabolites and enzymes combined with DIM and parity. The results and models of the present study are part of the GplusE project and identify novel milk based phenotypes that may be used as predictors for metabolic and performance traits in early lactation dairy cows.
- Published
- 2019
53. VarGoats project: a dataset of 1159 whole-genome sequences to dissect Capra hircus global diversity.
- Author
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Denoyelle, Laure, Talouarn, Estelle, Bardou, Philippe, Colli, Licia, Alberti, Adriana, Danchin, Coralie, Del Corvo, Marcello, Engelen, Stéfan, Orvain, Céline, Palhière, Isabelle, Rupp, Rachel, Sarry, Julien, Salavati, Mazdak, Amills, Marcel, Clark, Emily, Crepaldi, Paola, Faraut, Thomas, Masiga, Clet Wandui, Pompanon, François, and Rosen, Benjamin D.
- Subjects
GOATS ,GENOME-wide association studies ,GOAT breeds ,GENETIC variation ,GENETIC distance ,SINGLE nucleotide polymorphisms - Abstract
Background: Since their domestication 10,500 years ago, goat populations with distinctive genetic backgrounds have adapted to a broad variety of environments and breeding conditions. The VarGoats project is an international 1000-genome resequencing program designed to understand the consequences of domestication and breeding on the genetic diversity of domestic goats and to elucidate how speciation and hybridization have modeled the genomes of a set of species representative of the genus Capra. Findings: A dataset comprising 652 sequenced goats and 507 public goat sequences, including 35 animals representing eight wild species, has been collected worldwide. We identified 74,274,427 single nucleotide polymorphisms (SNPs) and 13,607,850 insertion-deletions (InDels) by aligning these sequences to the latest version of the goat reference genome (ARS1). A Neighbor-joining tree based on Reynolds genetic distances showed that goats from Africa, Asia and Europe tend to group into independent clusters. Because goat breeds from Oceania and Caribbean (Creole) all derive from imported animals, they are distributed along the tree according to their ancestral geographic origin. Conclusions: We report on an unprecedented international effort to characterize the genome-wide diversity of domestic goats. This large range of sequenced individuals represents a unique opportunity to ascertain how the demographic and selection processes associated with post-domestication history have shaped the diversity of this species. Data generated for the project will also be extremely useful to identify deleterious mutations and polymorphisms with causal effects on complex traits, and thus will contribute to new knowledge that could be used in genomic prediction and genome-wide association studies. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
54. Comparison of the transcriptome in circulating leukocytes in early lactation between primiparous and multiparous cows provides evidence for age-related changes.
- Author
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Buggiotti, Laura, Cheng, Zhangrui, Salavati, Mazdak, Wathes, Claire D., the Genotype plus Environment Consortium, Fahey, Alan, Crisà, Alessandra, Fouladi, Ali, Wylie, Alistair, Vanlierde, Amelie, Fogh, Anders, Santoro, Andreia, Cromie, Andrew, Van Laere, Anne-Sophie, Pearn, Armin, Evertson, Arnold, Laine, Aurelie, Bernardo, Beatriz Sanz, Moioli, Bianca, and Vanranst, Bonny
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LACTATION ,TRANSCRIPTOMES ,COWS ,LACTATION in cattle ,LEUCOCYTES ,DNA replication ,ZINC-finger proteins - Abstract
Background: Previous studies have identified many immune pathways which are consistently altered in humans and model organisms as they age. Dairy cows are often culled at quite young ages due to an inability to cope adequately with metabolic and infectious diseases, resulting in reduced milk production and infertility. Improved longevity is therefore a desirable trait which would benefit both farmers and their cows. This study analysed the transcriptome derived from RNA-seq data of leukocytes obtained from Holstein cows in early lactation with respect to lactation number. Results: Samples were divided into three lactation groups for analysis: i) primiparous (PP, n = 53), ii) multiparous in lactations 2–3 (MP 2–3, n = 121), and iii) MP in lactations 4–7 (MP > 3, n = 55). Leukocyte expression was compared between PP vs MP > 3 cows with MP 2–3 as background using DESeq2 followed by weighted gene co-expression network analysis (WGCNA). Seven modules were significantly correlated (r ≥ 0.25) to the trait lactation number. Genes from the modules which were more highly expressed in either the PP or MP > 3 cows were pooled, and the gene lists subjected to David functional annotation cluster analysis. The top three clusters from modules more highly expressed in the PP cows all involved regulation of gene transcription, particularly zinc fingers. Another cluster included genes encoding enzymes in the mitochondrial beta-oxidation pathway. Top clusters up-regulated in MP > 3 cows included the terms Glycolysis/Gluconeogenesis, C-type lectin, and Immunity. Differentially expressed candidate genes for ageing previously identified in the human blood transcriptome up-regulated in PP cows were mainly associated with T-cell function (CCR7, CD27, IL7R, CAMK4, CD28), mitochondrial ribosomal proteins (MRPS27, MRPS9, MRPS31), and DNA replication and repair (WRN). Those up-regulated in MP > 3 cows encoded immune defence proteins (LYZ, CTSZ, SREBF1, GRN, ANXA5, ADARB1). Conclusions: Genes and pathways associated with lactation number in cows were identified for the first time to date, and we found that many were comparable to those known to be associated with ageing in humans and model organisms. We also detected changes in energy utilization and immune responses in leukocytes from older cows. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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55. A first approach to predict nitrogen efficiency of dairy cows through milk FT-MIR spectra
- Author
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Grelet, Clement, Froidmont, Eric, Hostens, Miel, Vanlierde, Amelie, Foldager, Leslie, Salavati, Mazdak, Ingvartsen, Klaus Lønne, Sørensen, Martin Tang, Crowe, Mark, Ferris, Conrad P., Marchitelli, Cinzia, Becker, Frank, and Dehareng, Frédéric
- Published
- 2018
56. A Mini-Atlas of Gene Expression for the Domestic Goat (Capra hircus)
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Muriuki, Charity, primary, Bush, Stephen J., additional, Salavati, Mazdak, additional, McCulloch, Mary E.B., additional, Lisowski, Zofia M., additional, Agaba, Morris, additional, Djikeng, Appolinaire, additional, Hume, David A., additional, and Clark, Emily L., additional
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- 2019
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57. Elimination of Reference Mapping Bias Reveals Robust Immune Related Allele-Specific Expression in Crossbred Sheep
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Salavati, Mazdak, primary, Bush, Stephen J., additional, Palma-Vera, Sergio, additional, McCulloch, Mary E. B., additional, Hume, David A., additional, and Clark, Emily L., additional
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- 2019
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58. A mini-atlas of gene expression for the domestic goat (Capra hircus) reveals transcriptional differences in immune signatures between sheep and goats
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Muriuki, Charity, primary, Bush, Stephen J., additional, Salavati, Mazdak, additional, McCulloch, Mary E.B., additional, Lisowski, Zofia M., additional, Agaba, Morris, additional, Djikeng, Appolinaire, additional, Hume, David A., additional, and Clark, Emily L., additional
- Published
- 2019
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59. Comprehensive Transcriptional Profiling of the Gastrointestinal Tract of Ruminants from Birth to Adulthood Reveals Strong Developmental Stage Specific Gene Expression
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Bush, Stephen J, primary, McCulloch, Mary E B, additional, Muriuki, Charity, additional, Salavati, Mazdak, additional, Davis, Gemma M, additional, Farquhar, Iseabail L, additional, Lisowski, Zofia M, additional, Archibald, Alan L, additional, Hume, David A, additional, and Clark, Emily L, additional
- Published
- 2019
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60. Global transcriptomic profiles of circulating leucocytes in early lactation cows with clinical or subclinical mastitis.
- Author
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Cheng, Zhangrui, Buggiotti, Laura, Salavati, Mazdak, Marchitelli, Cinzia, Palma-Vera, Sergio, Wylie, Alistair, Takeda, Haruko, Tang, Lijing, Crowe, Mark A., Wathes, D. Claire, GplusE consortium, Crowe, Mark, McLoughlin, Niamh, Fahey, Alan, Matthews, Elizabeth, Santoro, Andreia, Byrne, Colin, Rudd, Pauline, O'Flaherty, Roisin, and Hallinan, Sinead
- Abstract
Bovine mastitis, an inflammatory disease of the mammary gland, is classified as subclinical or clinical. Circulating neutrophils are recruited to the udder to combat infection. We compared the transcriptomic profiles in circulating leukocytes between healthy cows and those with naturally occurring subclinical or clinical mastitis. Holstein Friesian dairy cows from six farms in EU countries were recruited. Based on milk somatic cell count and clinical records, cows were classified as healthy (n = 147), subclinically (n = 45) or clinically mastitic (n = 22). Circulating leukocyte RNA was sequenced with Illumina NextSeq single end reads (30 M). Differentially expressed genes (DEGs) between the groups were identified using CLC Genomics Workbench V21, followed by GO enrichment analysis. Both subclinical and clinical mastitis caused significant changes in the leukocyte transcriptome, with more intensive changes attributed to clinical mastitis. We detected 769 DEGs between clinical and healthy groups, 258 DEGs between subclinical and healthy groups and 193 DEGs between clinical and subclinical groups. Most DEGs were associated with cell killing and immune processes. Many upregulated DEGs in clinical mastitis encoded antimicrobial peptides (AZU1, BCL3, CAMP, CATHL1, CATHL2, CATHL4,CATHL5, CATHL6, CCL1, CXCL2, CXCL13, DEFB1, DEFB10, DEFB4A, DEFB7, LCN2, PGLYRP1, PRTN3, PTX3, S100A8, S100A9, S100A12, SLC11A1, TF and LTF) which were not upregulated in subclinical mastitis. The use of transcriptomic profiles has identified a much greater up-regulation of genes encoding antimicrobial peptides in circulating leukocytes of cows with naturally occurring clinical compared with subclinical mastitis. These could play a key role in combatting disease organisms. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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61. Correlation of minimally invasive imaging techniques to assess intestinal mucosal perfusion with established markers of chronic inflammatory enteropathy in dogs.
- Author
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Salavati, Mazdak, Pérez‐Accino, Jorge, Tan, Yi Lin, Liuti, Tiziana, Smith, Sionagh, Morrison, Linda, and Salavati Schmitz, Silke
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INTESTINAL physiology , *VON Willebrand factor , *PERFUSION , *CONTRAST-enhanced ultrasound , *INTESTINAL diseases , *INFLAMMATORY bowel diseases , *DOGS , *IMAGE intensifiers - Abstract
Background: Minimally invasive diagnostic imaging techniques to detect intestinal inflammation in dogs are lacking. Contrast‐enhanced ultrasound (CEUS) and endoscopic narrow band imaging‐like endoscopy (Storz Professional Image Enhancement System [SPIES]) might allow quantification of intestinal mucosal perfusion and microvessel density in chronic inflammatory enteropathy (CIE) of dogs. Hypothesis/Objectives: Markers of mucosal perfusion as determined by CEUS and SPIES endoscopy are potentially useful diagnostic markers to help characterize CIE and correlate with histological inflammation type and severity. Animals Thirty client‐owned dogs diagnosed with CIE at a referral hospital were prospectively enrolled. Materials and Methods: Data from CEUS, SPIES, and white light (WL) endoscopy were correlated with World Small Animal Veterinary Association (WSAVA) endoscopy and histology scores and vessel density as determined by immunohistochemistry for von Willebrand factor (vWF). Automated linear modeling was used to determine predictors of endoscopic and histologic severity. Results: Duodenal histology correlated with SPIES data (area percentage value, rho = 0.424, P =.04). White light endoscopy parameters correlated with SPIES parameters in the duodenum. Colonic histology correlated positively with CEUS, whereas colonic CEUS parameters correlated inversely with vWF expression. Several duodenal parameters combined predicted duodenal histology scores to a level of 73.4%. For the colon, 2 parameters contributed more than others to 73.1%. Conclusion and Clinical Importance: Minimally invasive CEUS and SPIES appear feasible to assess intestinal perfusion in CIE. Use of SPIES endoscopy may be promising for assessing small intestinal inflammation, whereas CEUS could be used to assess colonic perfusion and inflammation. Both techniques need to be investigated further for their clinical utility. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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62. Prediction of energy status of dairy cows using MIR milk spectra
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Grelet, Clement, Vanlierde, Amelie, Salavati, Mazdak, Hostens, Miel, Foldager, Leslie, and Dehareng, Frederic
- Published
- 2017
63. Exploratory classification of multiparous dairy cows based on fertility related phenotypes
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Salavati, Mazdak
- Published
- 2017
64. Investigating metabolic phenotypes in multiparous dairy cows by component analysis and clustering
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Salavati, Mazdak
- Published
- 2017
65. Effect of horse sex status on British Eventing competition performance: an observational study between 1998 and 2016
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Hanousek, Katherine, primary, Salavati, Mazdak, additional, and Fouladi‐Nashta, Ali, additional
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- 2018
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66. Exposure of a tendon extracellular matrix to synovial fluid triggers endogenous and engrafted cell death: A mechanism for failed healing of intrathecal tendon injuries
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Garvican, Elaine R., primary, Salavati, Mazdak, additional, Smith, Roger K. W., additional, and Dudhia, Jayesh, additional
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- 2016
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67. Hyaluronan and hyaluronidase, which is better for embryo development?
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Marei, Waleed F.A., primary, Raheem, Kabir A., additional, Salavati, Mazdak, additional, Tremaine, Tina, additional, Khalid, Muhammad, additional, and Fouladi-Nashta, Ali A., additional
- Published
- 2016
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68. Exposure of a tendon extracellular matrix to synovial fluid triggers endogenous and engrafted cell death: A mechanism for failed healing of intrathecal tendon injuries.
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Garvican, Elaine R., Salavati, Mazdak, Smith, Roger K. W., and Dudhia, Jayesh
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EXTRACELLULAR matrix , *CELL death , *MESENCHYMAL stem cells , *SYNOVIAL fluid ,TENDON injury healing - Abstract
Aim:The purpose of this study was to investigate the effect of normal synovial fluid (SF) on exposed endogenous tendon-derived cells (TDCs) and engrafted mesenchymal stem cells (MSCs) within the tendon extracellular matrix.Methods:Explants from equine superficial digital flexor (extra-synovial) and deep digital flexor tendons (DDFTs) from the compressed, intra-synovial and the tensile, extra-synovial regions were cultured in allogeneic or autologous SF-media. Human hamstring explants were cultured in allogeneic SF. Explant viability was assessed by staining. Proliferation of equine monolayer MSCs and TDCs in SF-media and co-culture with DDFT explants was determined by alamarblue®. Non-viable Native Tendon matrices (NNTs) were re-populated with MSCs or TDCs and cultured in SF-media. Immunohistochemical staining of tendon sections for the apoptotic proteins caspase-3, −8, and −9 was performed.Results:Contact with autologous or allogeneic SF resulted in rapid death of resident tenocytes in equine and human tendon. SF did not affect the viability of equine epitenon cells, or of MSCs and TDCs in the monolayer or indirect explant co-culture. MSCs and TDCs, engrafted into NNTs, died when cultured in SF. Caspase-3, −8, and −9 expression was the greatest in SDFT explants exposed to allogeneic SF.Conclusions:The efficacy of cells administered intra-synovially for tendon lesion repair is likely to be limited, since once incorporated into the matrix, cells become vlnerable to the adverse effects of SF. These observations could account for the poor success rate of intra-synovial tendon healing following damage to the epitenon and contact with SF, common with most soft tissue intra-synovial pathologies. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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69. 96 Prolonged Duration Of Oxygen Equilibration Is Required For Hypoxic Culture Conditions
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Smith, Roger KW, primary, Salavati, Mazdak, additional, and Dudhia, Jayesh, additional
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- 2014
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70. 32 Hypoxia Protects Against Hypertermia-induced Stress In Equine Flexor Tendon Tenocytes
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Dudhia, Jayesh, primary, Salavati, Mazdak, additional, Waters, Laura K, additional, and Smith, Roger KW, additional
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- 2014
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71. 90 Hyperthermia Induced Stress Proteins In Equine Superficial Digital Flexor Tendon
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Salavati, Mazdak, primary, Smith, Roger KW, additional, and Dudhia, Jayesh, additional
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- 2014
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72. Influence of caffeine pretreatment on biphasic in vitro maturation of dog oocytes
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Salavati, Mazdak, primary, Ghafari, Fataneh, additional, Zhang, Tiantian, additional, and Fouladi-Nashta, Ali A., additional
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- 2013
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73. Effects of oxygen concentration on in vitro maturation of canine oocytes in a chemically defined serum-free medium
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Salavati, Mazdak, primary, Ghafari, Fataneh, additional, Zhang, Tiantian, additional, and Fouladi-Nashta, Ali A, additional
- Published
- 2012
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74. Characterizing Functional Genetic Regulatory Elements in Sheep Reference Genome.
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Murdoch, Brenda M., Davenport, Kimberly M., Xie, Shangqian, Salavati, Mazdak, Clark, Emily, Archibald, Alan, White, Stephen N., Mousel, Michelle R., Worley, Kim, Bhattarai, Suraj, McKay, Stephanie D., Caulton, Alex, Clarke, Shannon, Brauning, Rudiger, Hadfield, Tracy, Rosen, Benjamin D., Smith, Timothy P. L., and Cockett, Noelle
- Subjects
WHOLE genome sequencing ,SHEEP ,GENOMES ,PHENOTYPES ,ANIMAL health ,HISTONES ,MOBILE genetic elements - Abstract
Characterizing the locations of genetic regulatory elements is critical for understanding the regulatory mechanisms of complex phenotypic traits related to production traits and health in livestock species. The Ovine Functional Annotation of Animal Genomes (FAANG) Project aims to characterize transcriptional regulatory elements across the sheep genome to facilitate a better understanding of the biological mechanisms influencing phenotypic traits in sheep. Assays including sequencing of messenger RNA (mRNA-seq), cap analysis of gene expression (CAGE), chromatin immunoprecipitation of histones (ChIP-seq), assay for transposase-accessible chromatin (ATAC-seq), whole genome bisulfite sequencing (WGBS) and reduced representation bisulfite sequencing (RRBS) were performed on tissues collected from the Rambouillet ewe used to assemble the reference genome ARS-UI_ Ramb_v2.0. Histone modifications were used to define nine chromatin states for tissues across the genome depicting promoters and enhancers (active, poised, and repressed) using ChromHMM. Chromatin states were overlayed with RNA-seq, ATAC-seq and DNA methylation. These data suggest that active promoter and enhancer states reside in open chromatin regions with a greater transcriptional activity and hypomethylated regions than other states. Further, poised and repressed enhancers did not primarily reside in open chromatin and had less transcriptional activity and more hypermethylated sites compared with active states. Collectively these data define transcriptional regulatory regions throughout the ovine genome which provides a valuable resource to better understand regulatory regions in the genome and how these influence economically important traits in sheep and other livestock species. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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75. Computational Analysis of SARS-CoV-2 and SARS-Like Coronavirus Diversity in Human, Bat and Pangolin Populations.
- Author
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Dimonaco, Nicholas J., Salavati, Mazdak, Shih, Barbara B., and Martinez-Sobrido, Luis
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SARS-CoV-2 , *COVID-19 , *COVID-19 pandemic , *BATS , *VACCINE development , *MIDDLE East respiratory syndrome - Abstract
In 2019, a novel coronavirus, SARS-CoV-2/nCoV-19, emerged in Wuhan, China, and has been responsible for the current COVID-19 pandemic. The evolutionary origins of the virus remain elusive and understanding its complex mutational signatures could guide vaccine design and development. As part of the international "CoronaHack" in April 2020, we employed a collection of contemporary methodologies to compare the genomic sequences of coronaviruses isolated from human (SARS-CoV-2; n = 163), bat (bat-CoV; n = 215) and pangolin (pangolin-CoV; n = 7) available in public repositories. We have also noted the pangolin-CoV isolate MP789 to bare stronger resemblance to SARS-CoV-2 than other pangolin-CoV. Following de novo gene annotation prediction, analyses of gene–gene similarity network, codon usage bias and variant discovery were undertaken. Strong host-associated divergences were noted in ORF3a, ORF6, ORF7a, ORF8 and S, and in codon usage bias profiles. Last, we have characterised several high impact variants (in-frame insertion/deletion or stop gain) in bat-CoV and pangolin-CoV populations, some of which are found in the same amino acid position and may be highlighting loci of potential functional relevance. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
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76. VarGoats project: a dataset of 1159 whole-genome sequences to dissect Capra hircus global diversity
- Author
-
Denoyelle, Laure, Talouarn, Estelle, Bardou, Philippe, Colli, Licia, Alberti, Adriana, Danchin, Coralie, Del Corvo, Marcello, Engelen, St��fan, Orvain, C��line, Palhi��re, Isabelle, Rupp, Rachel, Sarry, Julien, Salavati, Mazdak, Amills, Marcel, Clark, Emily, Crepaldi, Paola, Faraut, Thomas, Masiga, Clet Wandui, Pompanon, Fran��ois, Rosen, Benjamin D, Stella, Alessandra, Van Tassell, Curtis P, Tosser-Klopp, Gwenola, and The VarGoats Consortium, The VarGoats Consortium
- Subjects
2. Zero hunger ,630 Agriculture ,570 Life sciences ,biology ,590 Animals (Zoology) ,15. Life on land ,610 Medicine & health - Abstract
BACKGROUND Since their domestication 10,500��years ago, goat populations with distinctive genetic backgrounds have adapted to a broad variety of environments and breeding conditions. The VarGoats project is an international 1000-genome resequencing program designed to understand the consequences of domestication and breeding on the genetic diversity of domestic goats and to elucidate how speciation and hybridization have modeled the genomes of a set of species representative of the genus Capra. FINDINGS A dataset comprising 652 sequenced goats and 507 public goat sequences, including 35 animals representing eight wild species, has been collected worldwide. We identified 74,274,427 single nucleotide polymorphisms (SNPs) and 13,607,850 insertion-deletions (InDels) by aligning these sequences to the latest version of the goat reference genome (ARS1). A Neighbor-joining tree based on Reynolds genetic distances showed that goats from Africa, Asia and Europe tend to group into independent clusters. Because goat breeds from Oceania and Caribbean (Creole) all derive from imported animals, they are distributed along the tree according to their ancestral geographic origin. CONCLUSIONS We report on an unprecedented international effort to characterize the genome-wide diversity of domestic goats. This large range of sequenced individuals represents a unique opportunity to ascertain how the demographic and selection processes associated with post-domestication history have shaped the diversity of this species. Data generated for the project will also be extremely useful to identify deleterious mutations and polymorphisms with causal effects on complex traits, and thus will contribute to new knowledge that could be used in genomic prediction and genome-wide association studies.
77. Improving the annotation of the cattle genome by annotating transcription start sites in a diverse set of tissues and populations using Cap Analysis Gene Expression sequencing.
- Author
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Salavati M, Clark R, Becker D, Kühn C, Plastow G, Dupont S, Moreira GCM, Charlier C, and Clark EL
- Subjects
- Animals, Cattle genetics, Sheep, Transcription Initiation Site, Canada, Transcriptome, Genomics, Animals, Domestic
- Abstract
Understanding the genomic control of tissue-specific gene expression and regulation can help to inform the application of genomic technologies in farm animal breeding programs. The fine mapping of promoters [transcription start sites (TSS)] and enhancers (divergent amplifying segments of the genome local to TSS) in different populations of cattle across a wide diversity of tissues provides information to locate and understand the genomic drivers of breed- and tissue-specific characteristics. To this aim, we used Cap Analysis Gene Expression (CAGE) sequencing, of 24 different tissues from 3 populations of cattle, to define TSS and their coexpressed short-range enhancers (<1 kb) in the ARS-UCD1.2_Btau5.0.1Y reference genome (1000bulls run9) and analyzed tissue and population specificity of expressed promoters. We identified 51,295 TSS and 2,328 TSS-Enhancer regions shared across the 3 populations (dairy, beef-dairy cross, and Canadian Kinsella composite cattle from 2 individuals, 1 of each sex, per population). Cross-species comparative analysis of CAGE data from 7 other species, including sheep, revealed a set of TSS and TSS-Enhancers that were specific to cattle. The CAGE data set will be combined with other transcriptomic information for the same tissues to create a new high-resolution map of transcript diversity across tissues and populations in cattle for the BovReg project. Here we provide the CAGE data set and annotation tracks for TSS and TSS-Enhancers in the cattle genome. This new annotation information will improve our understanding of the drivers of gene expression and regulation in cattle and help to inform the application of genomic technologies in breeding programs., Competing Interests: Conflicts of interest No commercial or academic conflict of interest were declared by any of the authors for this manuscript., (© The Author(s) 2023. Published by Oxford University Press on behalf of The Genetics Society of America.)
- Published
- 2023
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78. Proportion of Concentrate in the Diet of Early Lactation Dairy Cows Has Contrasting Effects on Circulating Leukocyte Global Transcriptomic Profiles, Health and Fertility According to Parity.
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Cheng Z, McLaughlin DL, Little MW, Ferris C, Salavati M, Ingvartsen KL, Crowe MA, Wathes DC, and The GplusE Consortium
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- Pregnancy, Female, Cattle, Animals, Parity, Diet veterinary, Milk metabolism, Fertility, Leukocytes, Transcriptome, Lactation physiology
- Abstract
The functionality of circulating leukocytes in dairy cows is suppressed after calving, with negative energy balance as a risk factor. Leukocyte transcriptomic profiles were compared separately in 44 multiparous (MP) and 18 primiparous (PP) Holstein-Friesian cows receiving diets differing in concentrate proportion to test whether immune dysfunction could be mitigated by appropriate nutrition. After calving, cows were offered either (1) low concentrate (LC); (2) medium concentrate (MC) or (3) high concentrate (HC) diets with proportions of concentrate to grass silage of 30%:70%, 50%:50% and 70%:30%, respectively. Cow phenotype data collected included circulating metabolites, milk yield and health and fertility records. RNA sequencing of circulating leukocytes at 14 days in milk was performed. The HC diet improved energy balance in both age groups. There were more differentially expressed genes in PP than MP cows (460 vs. 173, HC vs. LC comparison) with few overlaps. The MP cows on the LC diet showed upregulation of the complement and coagulation cascade and innate immune defence mechanisms against pathogens and had a trend of more cases of mastitis and poorer fertility. In contrast, the PP cows on the HC diet showed greater immune responses based on both gene expression and phenotypic data and longer interval of calving to conception. The leukocytes of MP and PP cows therefore responded differentially to the diets between age, nutrient supply and immunity affecting their health and subsequent fertility.
- Published
- 2022
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79. Transcriptomic Analysis of Circulating Leukocytes Obtained during the Recovery from Clinical Mastitis Caused by Escherichia coli in Holstein Dairy Cows.
- Author
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Cheng Z, Palma-Vera S, Buggiotti L, Salavati M, Becker F, Werling D, Wathes DC, and GplusE Consortium
- Abstract
The risk and severity of clinical infection with Escherichia coli as a causative pathogen for bovine mastitis is influenced by the hosts' phenotypic and genotypic variables. We used RNA-Seq analysis of circulating leukocytes to investigate global transcriptomic profiles and genetic variants from Holstein cows with naturally occurring cases of clinical mastitis, diagnosed using clinical symptoms and milk microbiology. Healthy lactation-matched cows served as controls (CONT, n = 6). Blood samples were collected at two time periods during the recovery phase post diagnosis: EARLY (10.3 ± 1.8 days, n = 6) and LATE (46.7 ± 11 days, n = 3). Differentially expressed genes (DEGs) between the groups were identified using CLC Genomics Workbench V21 and subjected to enrichment analysis. Variant calling was performed following GATKv3.8 best practice. The comparison of E. coli (+) EARLY and CONT cows found the up-regulation of 1090 DEGs, mainly with immune and inflammatory functions. The key signalling pathways involved NOD-like and interleukin-1 receptors and chemokines. Many up-regulated DEGs encoded antimicrobial peptides including cathelicidins, beta-defensins, S100 calcium binding proteins, haptoglobin and lactoferrin. Inflammation had largely resolved in the E. coli (+) LATE group, with only 29 up-regulated DEGs. Both EARLY and LATE cows had up-regulated DEGs encoding ATP binding cassette (ABC) transporters and haemoglobin subunits were also up-regulated in LATE cows. Twelve candidate genetic variants were identified in DEGs between the infected and CONT cows. Three were in contiguous genes WIPI1, ARSG and SLC16A6 on BTA19. Two others ( RAC2 and ARHGAP26) encode a Rho-family GTPase and Rho GTPase-activating protein 26. These results show that the initial inflammatory response to E. coli continued for at least 10 days despite prompt treatment and provide preliminary evidence for genetic differences between cows that may predispose them to infection.
- Published
- 2022
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80. Geographical contrasts of Y-chromosomal haplogroups from wild and domestic goats reveal ancient migrations and recent introgressions.
- Author
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Nijman IJ, Rosen BD, Bardou P, Faraut T, Cumer T, Daly KG, Zheng Z, Cai Y, Asadollahpour H, Kul BÇ, Zhang WY, E G, Ayin A, Baird H, Bakhtin M, Bâlteanu VA, Barfield D, Berger B, Blichfeldt T, Boink G, Bugiwati SRA, Cai Z, Carolan S, Clark E, Cubric-Curik V, Dagong MIA, Dorji T, Drew L, Guo J, Hallsson J, Horvat S, Kantanen J, Kawaguchi F, Kazymbet P, Khayatzadeh N, Kim N, Shah MK, Liao Y, Martínez A, Masangkay JS, Masaoka M, Mazza R, McEwan J, Milanesi M, Omar FM, Nomura Y, Ouchene-Khelifi NA, Pereira F, Sahana G, Salavati M, Sasazaki S, Da Silva A, Simčič M, Sölkner J, Sutherland A, Tigchelaar J, Zhang H, Ajmone-Marsan P, Bradley DG, Colli L, Drögemüller C, Jiang Y, Lei C, Mannen H, Pompanon F, Tosser-Klopp G, and Lenstra JA
- Subjects
- Animals, Goats genetics, Haplotypes genetics, Phylogeny, Y Chromosome genetics, DNA, Mitochondrial genetics, Genetic Variation
- Abstract
By their paternal transmission, Y-chromosomal haplotypes are sensitive markers of population history and male-mediated introgression. Previous studies identified biallelic single-nucleotide variants in the SRY, ZFY and DDX3Y genes, which in domestic goats identified four major Y-chromosomal haplotypes, Y1A, Y1B, Y2A and Y2B, with a marked geographical partitioning. Here, we extracted goat Y-chromosomal variants from whole-genome sequences of 386 domestic goats (75 breeds) and seven wild goat species, which were generated by the VarGoats goat genome project. Phylogenetic analyses indicated domestic haplogroups corresponding to Y1B, Y2A and Y2B, respectively, whereas Y1A is split into Y1AA and Y1AB. All five haplogroups were detected in 26 ancient DNA samples from southeast Europe or Asia. Haplotypes from present-day bezoars are not shared with domestic goats and are attached to deep nodes of the trees and networks. Haplogroup distributions for 186 domestic breeds indicate ancient paternal population bottlenecks and expansions during migrations into northern Europe, eastern and southern Asia, and Africa south of the Sahara. In addition, sharing of haplogroups indicates male-mediated introgressions, most notably an early gene flow from Asian goats into Madagascar and the crossbreeding that in the 19th century resulted in the popular Boer and Anglo-Nubian breeds. More recent introgressions are those from European goats into the native Korean goat population and from Boer goat into Uganda, Kenya, Tanzania, Malawi and Zimbabwe. This study illustrates the power of the Y-chromosomal variants for reconstructing the history of domestic species with a wide geographical range., (© 2022 The Authors. Molecular Ecology published by John Wiley & Sons Ltd.)
- Published
- 2022
- Full Text
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81. Profiling of open chromatin in developing pig (Sus scrofa) muscle to identify regulatory regions.
- Author
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Salavati M, Woolley SA, Cortés Araya Y, Halstead MM, Stenhouse C, Johnsson M, Ashworth CJ, Archibald AL, Donadeu FX, Hassan MA, and Clark EL
- Subjects
- Animals, Chromatin Immunoprecipitation Sequencing, Female, Male, Muscles, Pregnancy, Sus scrofa genetics, Swine genetics, Chromatin genetics, Regulatory Sequences, Nucleic Acid
- Abstract
There is very little information about how the genome is regulated in domestic pigs (Sus scrofa). This lack of knowledge hinders efforts to define and predict the effects of genetic variants in pig breeding programs. To address this knowledge gap, we need to identify regulatory sequences in the pig genome starting with regions of open chromatin. We used the "Improved Protocol for the Assay for Transposase-Accessible Chromatin (Omni-ATAC-Seq)" to identify putative regulatory regions in flash-frozen semitendinosus muscle from 24 male piglets. We collected samples from the smallest-, average-, and largest-sized male piglets from each litter through five developmental time points. Of the 4661 ATAC-Seq peaks identified that represent regions of open chromatin, >50% were within 1 kb of known transcription start sites. Differential read count analysis revealed 377 ATAC-Seq defined genomic regions where chromatin accessibility differed significantly across developmental time points. We found regions of open chromatin associated with downregulation of genes involved in muscle development that were present in small-sized fetal piglets but absent in large-sized fetal piglets at day 90 of gestation. The dataset that we have generated provides a resource for studies of genome regulation in pigs and contributes valuable functional annotation information to filter genetic variants for use in genomic selection in pig breeding programs., (© The Author(s) 2021. Published by Oxford University Press on behalf of Genetics Society of America.)
- Published
- 2022
- Full Text
- View/download PDF
82. Genome-wide association for milk production and lactation curve parameters in Holstein dairy cows.
- Author
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Atashi H, Salavati M, De Koster J, Ehrlich J, Crowe M, Opsomer G, and Hostens M
- Subjects
- Animals, Cattle, Dairying, Female, Genome genetics, Genotype, Lactation physiology, Phenotype, Polymorphism, Single Nucleotide genetics, Pregnancy, Genome-Wide Association Study, Lactation genetics, Milk, Parity genetics
- Abstract
The aim of this study was to identify genomic regions associated with 305-day milk yield and lactation curve parameters on primiparous (n = 9,910) and multiparous (n = 11,158) Holstein cows. The SNP solutions were estimated using a weighted single-step genomic BLUP approach and imputed high-density panel (777k) genotypes. The proportion of genetic variance explained by windows of 50 consecutive SNP (with an average of 165 Kb) was calculated, and regions that accounted for more than 0.50% of the variance were used to search for candidate genes. Estimated heritabilities were 0.37, 0.34, 0.17, 0.12, 0.30 and 0.19, respectively, for 305-day milk yield, peak yield, peak time, ramp, scale and decay for primiparous cows. Genetic correlations of 305-day milk yield with peak yield, peak time, ramp, scale and decay in primiparous cows were 0.99, 0.63, 0.20, 0.97 and -0.52, respectively. The results identified three windows on BTA14 associated with 305-day milk yield and the parameters of lactation curve in primi- and multiparous cows. Previously proposed candidate genes for milk yield supported by this work include GRINA, CYHR1, FOXH1, TONSL, PPP1R16A, ARHGAP39, MAF1, OPLAH and MROH1, whereas newly identified candidate genes are MIR2308, ZNF7, ZNF34, SLURP1, MAFA and KIFC2 (BTA14). The protein lipidation biological process term, which plays a key role in controlling protein localization and function, was identified as the most important term enriched by the identified genes., (© 2019 The Authors. Journal of Animal Breeding and Genetics published by Blackwell Verlag GmbH.)
- Published
- 2020
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83. A Genome-Wide Association Study for Calving Interval in Holstein Dairy Cows Using Weighted Single-Step Genomic BLUP Approach.
- Author
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Atashi H, Salavati M, De Koster J, Crowe MA, Opsomer G, Hostens M, and The GplusE Consortium
- Abstract
The aim of the present study was to identify genomic region(s) associated with the length of the calving interval in primiparous (n = 6866) and multiparous (n = 5071) Holstein cows. The single nucleotide polymorphism (SNP) solutions were estimated using a weighted single-step genomic best linear unbiased prediction (WssGBLUP) approach and imputed high-density panel (777 k) genotypes. The effects of markers and the genomic estimated breeding values (GEBV) of the animals were obtained by five iterations of WssGBLUP. The results showed that the accuracies of GEBVs with WssGBLUP improved by +5.4 to +5.7, (primiparous cows) and +9.4 to +9.7 (multiparous cows) percent points over accuracies from the pedigree-based BLUP. The most accurate genomic evaluation was provided at the second iteration of WssGBLUP, which was used to identify associated genomic regions using a windows-based GWAS procedure. The proportion of additive genetic variance explained by windows of 50 consecutive SNPs (with an average of 165 Kb) was calculated and the region(s) that accounted for equal to or more than 0.20% of the total additive genetic variance were used to search for candidate genes. Three windows of 50 consecutive SNPs (BTA3, BTA6, and BTA7) were identified to be associated with the length of the calving interval in primi- and multiparous cows, while the window with the highest percentage of explained genetic variance was located on BTA3 position 49.42 to 49.52 Mb. There were five genes including ARHGAP29 , SEC24D , METTL14 , SLC36A2 , and SLC36A3 inside the windows associated with the length of the calving interval. The biological process terms including alanine transport, L-alanine transport, proline transport, and glycine transport were identified as the most important terms enriched by the genes inside the identified windows.
- Published
- 2020
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84. Comprehensive Transcriptional Profiling of the Gastrointestinal Tract of Ruminants from Birth to Adulthood Reveals Strong Developmental Stage Specific Gene Expression.
- Author
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Bush SJ, McCulloch MEB, Muriuki C, Salavati M, Davis GM, Farquhar IL, Lisowski ZM, Archibald AL, Hume DA, and Clark EL
- Subjects
- Animals, Gastrointestinal Tract growth & development, Goats growth & development, Sheep growth & development, Gastrointestinal Tract metabolism, Gene Expression Regulation, Developmental, Goats genetics, Sheep genetics, Transcriptome
- Abstract
One of the most significant physiological challenges to neonatal and juvenile ruminants is the development and establishment of the rumen. Using a subset of RNA-Seq data from our high-resolution atlas of gene expression in sheep ( Ovis aries ) we have provided the first comprehensive characterization of transcription of the entire gastrointestinal (GI) tract during the transition from pre-ruminant to ruminant. The dataset comprises 164 tissue samples from sheep at four different time points (birth, one week, 8 weeks and adult). Using network cluster analysis we illustrate how the complexity of the GI tract is reflected in tissue- and developmental stage-specific differences in gene expression. The most significant transcriptional differences between neonatal and adult sheep were observed in the rumen complex. Comparative analysis of gene expression in three GI tract tissues from age-matched sheep and goats revealed species-specific differences in genes involved in immunity and metabolism. This study improves our understanding of the transcriptomic mechanisms involved in the transition from pre-ruminant to ruminant by identifying key genes involved in immunity, microbe recognition and metabolism. The results form a basis for future studies linking gene expression with microbial colonization of the developing GI tract and provide a foundation to improve ruminant efficiency and productivity through identifying potential targets for novel therapeutics and gene editing., (Copyright © 2019 Bush et al.)
- Published
- 2019
- Full Text
- View/download PDF
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