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Bica R, Palarea-Albaladejo J, Lima J, Uhrin D, Miller GA, Bowen JM, Pacheco D, Macrae A, Dewhurst RJ. Methane emissions and rumen metabolite concentrations in cattle fed two different silages. Sci Rep 2022; 12:5441. [PMID: 35361825 PMCID: PMC8971404 DOI: 10.1038/s41598-022-09108-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 03/10/2022] [Indexed: 11/16/2022] Open
Abstract
In this study, 18 animals were fed two forage-based diets: red clover (RC) and grass silage (GS), in a crossover-design experiment in which methane (CH4) emissions were recorded in respiration chambers. Rumen samples obtained through naso-gastric sampling tubes were analysed by NMR. Methane yield (g/kg DM) was significantly lower from animals fed RC (17.8 ± 3.17) compared to GS (21.2 ± 4.61) p = 0.008. In total 42 metabolites were identified, 6 showing significant differences between diets (acetate, propionate, butyrate, valerate, 3-phenylopropionate, and 2-hydroxyvalerate). Partial least squares discriminant analysis (PLS-DA) was used to assess which metabolites were more important to distinguish between diets and partial least squares (PLS) regressions were used to assess which metabolites were more strongly associated with the variation in CH4 emissions. Acetate, butyrate and propionate along with dimethylamine were important for the distinction between diets according to the PLS-DA results. PLS regression revealed that diet and dry matter intake are key factors to explain CH4 variation when included in the model. Additionally, PLS was conducted within diet, revealing that the association between metabolites and CH4 emissions can be conditioned by diet. These results provide new insights into the methylotrophic methanogenic pathway, confirming that metabolite profiles change according to diet composition, with consequences for CH4 emissions.
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Affiliation(s)
- R Bica
- Scotland's Rural College, SRUC, West Mains Rd, Edinburgh, EH9 3JG, UK. .,Royal (Dick) School of Veterinary Studies and the Roslin Institute, University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG, UK. .,Institute National de La Recherche Agronomique (INRAE), 24 Chemin de Borde Rouge, 31320, Auzeville-Tolosane, France.
| | - J Palarea-Albaladejo
- Biomathematics and Statistics Scotland, JCMB, Peter Guthrie Tait Road, The King's Buildings, Edinburgh, EH9 3FD, UK.,Department of Computer Science, Applied Mathematics and Statistics, University of Girona, 17003, Girona, Spain
| | - J Lima
- Scotland's Rural College, SRUC, West Mains Rd, Edinburgh, EH9 3JG, UK.,Royal (Dick) School of Veterinary Studies and the Roslin Institute, University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG, UK
| | - D Uhrin
- The University of Edinburgh, EaStCHEM School of Chemistry, The King's Buildings, David Brewster Road, Edinburgh, EH9 3FJ, UK
| | - G A Miller
- Scotland's Rural College, SRUC, West Mains Rd, Edinburgh, EH9 3JG, UK
| | - J M Bowen
- Scotland's Rural College, SRUC, West Mains Rd, Edinburgh, EH9 3JG, UK
| | - D Pacheco
- AgResearch Grasslands Research Centre, Tennent Drive, 11 Dairy Farm Road, Palmerston North, 4442, New Zealand
| | - A Macrae
- Royal (Dick) School of Veterinary Studies and the Roslin Institute, University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG, UK
| | - R J Dewhurst
- Scotland's Rural College, SRUC, West Mains Rd, Edinburgh, EH9 3JG, UK
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Bica R, Palarea-Albaladejo J, Kew W, Uhrin D, Pacheco D, Macrae A, Dewhurst RJ. Nuclear Magnetic Resonance to Detect Rumen Metabolites Associated with Enteric Methane Emissions from Beef Cattle. Sci Rep 2020; 10:5578. [PMID: 32221381 PMCID: PMC7101347 DOI: 10.1038/s41598-020-62485-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Accepted: 03/13/2020] [Indexed: 11/10/2022] Open
Abstract
This study presents the application of metabolomics to evaluate changes in the rumen metabolites of beef cattle fed with three different diet types: forage-rich, mixed and concentrate-rich. Rumen fluid samples were analysed by 1H-NMR spectroscopy and the resulting spectra were used to characterise and compare metabolomic profiles between diet types and assess the potential for NMR metabolite signals to be used as proxies of methane emissions (CH4 in g/kg DMI). The dataset available consisted of 128 measurements taken from 4 experiments with CH4 measurements taken in respiration chambers. Predictive modelling of CH4 was conducted by partial least squares (PLS) regression, fitting calibration models either using metabolite signals only as predictors or using metabolite signals as well as other diet and animal covariates (DMI, ME, weight, BW0.75, DMI/BW0.75). Cross-validated R2 were 0.57 and 0.70 for the two models respectively. The cattle offered the concentrate-rich diet showed increases in alanine, valerate, propionate, glucose, tyrosine, proline and isoleucine. Lower methane yield was associated with the concentrate-rich diet (p < 0.001). The results provided new insight into the relationship between rumen metabolites, CH4 production and diets, as well as showing that metabolites alone have an acceptable association with the variation in CH4 production from beef cattle.
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Affiliation(s)
- R Bica
- Scotland's Rural College, SRUC, West Mains Rd, Edinburgh, EH9 3JG, United Kingdom. .,Royal (Dick) School of Veterinary Studies and the Roslin Institute, University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG, United Kingdom. .,AgResearch Grasslands Research Centre, Tennent Drive, 11 Dairy Farm Road, Palmerston North, 4442, New Zealand.
| | - J Palarea-Albaladejo
- Biomathematics and Statistics Scotland, JCMB, Peter Guthrie Tait Road, The King's Buildings, Edinburgh, EH9 3FD, United Kingdom
| | - W Kew
- The University of Edinburgh, EaStCHEM School of Chemistry, The King's Buildings, David Brewster Road, Edinburgh, EH9 3FJ, United Kingdom
| | - D Uhrin
- The University of Edinburgh, EaStCHEM School of Chemistry, The King's Buildings, David Brewster Road, Edinburgh, EH9 3FJ, United Kingdom
| | - D Pacheco
- AgResearch Grasslands Research Centre, Tennent Drive, 11 Dairy Farm Road, Palmerston North, 4442, New Zealand
| | - A Macrae
- Royal (Dick) School of Veterinary Studies and the Roslin Institute, University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG, United Kingdom
| | - R J Dewhurst
- Scotland's Rural College, SRUC, West Mains Rd, Edinburgh, EH9 3JG, United Kingdom
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Masoud H, Perry MB, Brisson JR, Uhrin D, Li J, Richards JC. Structural elucidation of the novel core oligosaccharide from LPS of Burkholderia cepacia serogroup O4. Glycobiology 2009; 19:462-71. [DOI: 10.1093/glycob/cwn155] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Cameron KS, Fielding L, Palin R, Uhrin D. NMR spectra and dynamics of the sodium salt of per(6-thiobenzoic acid)-gamma-cyclodextrin. Magn Reson Chem 2005; 43:647-53. [PMID: 15915545 DOI: 10.1002/mrc.1599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
The solution-state NMR spectra of a per-6-substituted gamma-cyclodextrin show some interesting dynamic properties. At high temperature (353 K), the (1)H NMR spectrum shows dynamic averaging of the different conformations. This averaging is no longer observed on cooling of the cyclodextrin solution to 278 K, resulting in NMR spectra with a large (1)H and (13)C chemical shift dispersion. The complete assignment of the eight unique glucosyl residues was achieved using COSY, HSQC and exchange spectroscopy. A ROESY spectrum, with a short mixing time to reduce the effects of exchange, gives correlations that lead to the determination of the connectivity of all eight glucosyl residues. On the NMR time-scale, the cyclodextrin is highly dynamic; the lower temperature minimum energy conformation has one of the aromatic rings self-complexed and a distorted cyclodextrin torus.
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Affiliation(s)
- K S Cameron
- Department of Chemistry, Organon Laboratories Ltd, Newhouse, Lanarkshire, Scotland, UK.
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Wakefield RI, Smith BO, Nan X, Free A, Soteriou A, Uhrin D, Bird AP, Barlow PN. The solution structure of the domain from MeCP2 that binds to methylated DNA. J Mol Biol 1999; 291:1055-65. [PMID: 10518942 DOI: 10.1006/jmbi.1999.3023] [Citation(s) in RCA: 149] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
MeCP2 is an abundant mammalian protein that binds methylated CpG (mCpG) sequences within double-stranded DNA, represses transcription by recruiting histone deacetylases, and is essential for embryonic development. It is one of a family of proteins which mediate the biological consequences of DNA methylation. These proteins each possess a sequence motif of about 70 residues which, in MeCP2, form a domain necessary and sufficient for binding to mCpG. The solution structure of the mCpG-binding domain (MBD) from MeCP2 has been solved and the DNA-binding surface of the domain mapped using NMR spectroscopy. Residues 95-162 of MeCP2 adopt a novel fold forming a wedge-shaped structure. An N-terminal four-stranded antiparallel beta-sheet forms one face of the wedge, while the other face is formed mainly by a C-terminal helical region. The thin end of the wedge is extended by a long loop between beta-strands B and C containing many basic residues. The B-C loop together with residues in strands B, C and D, and at the N terminus of the alpha-helix, appears to form an interface with methylated DNA. Unstructured residues at the NH2 terminus of the domain are also involved in formation of the complex. The presence of numerous arginine and lysine side-chains on the DNA-binding surface of MBD is consistent with the requirement for the mCpG site to be flanked by non-specific sequences of base-pairs. The absence of symmetry in the domain implies that recognition does not exploit the symmetry of the binding site. A conserved hydrophobic pocket containing the side-chains of Tyr123 and Ile125 on the positively charged beta-sheet face is a candidate for the region of contact with the methyl-groups of the modified cytosine residues.
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Affiliation(s)
- R I Wakefield
- Edinburgh Centre for Protein Technology, University of Edinburgh, UK
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Kirkitadze MD, Krych M, Uhrin D, Dryden DT, Smith BO, Cooper A, Wang X, Hauhart R, Atkinson JP, Barlow PN. Independently melting modules and highly structured intermodular junctions within complement receptor type 1. Biochemistry 1999; 38:7019-31. [PMID: 10353813 DOI: 10.1021/bi982453a] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A segment of complement receptor type 1 (CR1) corresponding to modules 15-17 was overexpressed as a functionally active recombinant protein with N-glycosylation sites ablated by mutagenesis (referred to as CR1 approximately 15-17(-)). A protein consisting of modules 15 and 16 and another corresponding to module 16 were also overexpressed. Comparison of heteronuclear nuclear magnetic resonance (NMR) spectra for the single, double, and triple module fragments indicated that module 16 makes more extensive contacts with module 15 than with module 17. A combination of NMR, differential scanning calorimetry, circular dichroism, and tryptophan-derived fluorescence indicated a complex unfolding pathway for CR1 approximately 15-17(-). As temperature or denaturant concentration was increased, the 16-17 junction appeared to melt first, followed by the 15-16 junction, and module 17 itself; finally, modules 15 and 16 became denatured. Modules 15 and 16 adopted an intermediate state prior to total denaturation. These results are compared with a previously published study [Clark, N. S., Dodd, I, Mossakowska, D. E., Smith, R. A. G., and Gore, M. G. (1996) Protein Eng. 9, 877-884] on a fragment consisting of the N-terminal three CR1 modules which appeared to melt as a single unit.
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Denton H, Smith M, Husi H, Uhrin D, Barlow PN, Batt CA, Sawyer L. Isotopically labeled bovine beta-lactoglobulin for NMR studies expressed in Pichia pastoris. Protein Expr Purif 1998; 14:97-103. [PMID: 9758756 DOI: 10.1006/prep.1998.0924] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
beta-Lactoglobulin (beta-Lg) is the major whey protein in ruminant milk and has been implicated in the irreversible denaturation of milk proteins and its associated poor processing behavior during heat treatment. In order to help understand this behavior, as well as to facilitate other studies into the relationship between the molecular structure and its behavior in solution, we have prepared and purified 15N-labeled and 13C/15N-double-labelled beta-Lg in sufficient quantities to permit a full determination of the structure and dynamics using heteronuclear NMR spectroscopy. The overexpression of the labeled protein using the Pichia pastoris system proceeds with good yield but requires the removal of significant quantities of copurifying carbohydrate which otherwise interfere with the NMR experiments. At pH 2, the resulting material gives triple resonance NMR spectra of good quality that are consistent with a monomeric, globular protein rich in beta-sheet.
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Affiliation(s)
- H Denton
- Structural Biochemistry Group, The University of Edinburgh, Swann Building, King's Buildings, Mayfield Road, Edinburgh, EH9 3JR, United Kingdom
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Uhrin D, Mele A, Kover K, Boyd J, Dwek R. One-Dimensional Inverse-Detected Methods for Measurement of Long-Range Proton-Carbon Coupling Constants. Application to Saccharides. ACTA ACUST UNITED AC 1994. [DOI: 10.1006/jmra.1994.1106] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Proksa B, Uhrin D, Adamcová J, Fuska J. Oxidation of brefeldin A. Pharmazie 1992; 47:582-4. [PMID: 1438510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Oxidation of the macrolide antibiotic brefeldin A with pyridinium chlorochromate adsorbed on alumina afforded [6S, 10E, 11aS, 14E]-6-methyl-2,3,6,7,8,9,11a,12-octahydro-4 H-cyclopent[f]oxacyclotridecin-1,4,13-trione together with 13-oxobrefeldin. These compounds showed higher cytotoxic activity on P388 leukemia cells than brefeldin A, brefeldin A-1,13-diacetate, brefeldin A-13-acetate, tetrahydrobrefeldin or tetrahydrobrefeldin-1,13-dione. 13-Oxobrefeldin exceeded brefeldin A in antifungal activity on Candida albicans.
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Affiliation(s)
- B Proksa
- Institute of Chemistry, Slovak Academy of Sciences, Bratislava
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