Metabolomics evidences plasma and serum biomarkers differentiating two heavy pig breeds
被引:32
作者:
Bovo, S.
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Univ Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, ItalyUniv Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
Bovo, S.
[1
]
Mazzoni, G.
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Univ Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, ItalyUniv Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
Mazzoni, G.
[1
]
Galimberti, G.
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Univ Bologna, Dept Stat Sci Paolo Fortunati, Via Belle Arti, I-40126 Bologna, ItalyUniv Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
Galimberti, G.
[2
]
Calo, D. G.
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Univ Bologna, Dept Stat Sci Paolo Fortunati, Via Belle Arti, I-40126 Bologna, ItalyUniv Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
Calo, D. G.
[2
]
Fanelli, F.
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Univ Bologna, Dept Surg & Med Sci, Endocrinol Unit, Massarenti 9, I-40138 Bologna, ItalyUniv Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
Fanelli, F.
[3
]
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Mezzullo, M.
[3
]
Schiavo, G.
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Univ Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, ItalyUniv Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
Schiavo, G.
[1
]
Manisi, A.
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Univ Bologna, Dept Stat Sci Paolo Fortunati, Via Belle Arti, I-40126 Bologna, ItalyUniv Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
Manisi, A.
[2
]
Trevisi, P.
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Univ Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, ItalyUniv Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
Trevisi, P.
[1
]
Bosi, P.
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Univ Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, ItalyUniv Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
Bosi, P.
[1
]
Dall'Olio, S.
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Univ Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, ItalyUniv Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
Dall'Olio, S.
[1
]
Pagotto, U.
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Univ Bologna, Dept Surg & Med Sci, Endocrinol Unit, Massarenti 9, I-40138 Bologna, ItalyUniv Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
Pagotto, U.
[3
]
Fontanesi, L.
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Univ Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, ItalyUniv Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
Fontanesi, L.
[1
]
机构:
[1] Univ Bologna, Div Anim Sci, Dept Agr & Food Sci, Viale G Fanin 46, I-40127 Bologna, Italy
[2] Univ Bologna, Dept Stat Sci Paolo Fortunati, Via Belle Arti, I-40126 Bologna, Italy
[3] Univ Bologna, Dept Surg & Med Sci, Endocrinol Unit, Massarenti 9, I-40138 Bologna, Italy
In pigs, many production traits are known to vary among breeds or lines. These traits can be considered end phenotypes or external traits as they are the final results of complex biological interactions and processes whose fine biological mechanisms are still largely unknown. This study was designed to compare plasma and serum metabolomic profiles between animals of two heavy pig breeds (12 Italian Large White and 12 Italian Duroc), testing indirectly the hypothesis that different genetic backgrounds might be the determining factors of differences observed on the level of metabolites in the analyzed biofluids between breeds. We used a targeted metabolomic approach based on mass spectrometric detection of about 180 metabolites and applied a statistical validation pipeline to identify differences in the metabolomic profiles of the two heavy pig breeds. Blood samples were collected after jugulation at the slaughterhouse and prepared for metabolomics analysis that was carried out using the Biocrates AbsoluteIDQ p180 Kit, covering five different biochemical classes: glycerophospholipids, amino acids, biogenic amines, hexoses and acylcarnitines. A statistical pipeline that included the selection of the most relevant metabolites differentiating the two breeds by sparse Partial Least Squares Discriminant Analysis (sPLS-DA) was coupled with a stability test and significance test determined with leave one out and permutation procedures. sPLS-DA plots clearly separated the pigs of the two investigated breeds. A few metabolites (a total of five metabolites considering the two biofluids) involved in key metabolic pathways largely contributed to these differences between breeds. In particular, a higher level of the sphingomyelins SM (OH) C14:1 (both in plasma and serum), SM (OH) C16:1 (in serum) and SM C16:0 (in serum) were observed in Italian Duroc than in Italian Large White pigs and the inverse was for the biogenic amine kynurenine (in plasma). The level of another biogenic amine (acetylornithine) was higher in Italian Large White than in Italian Duroc pigs in both analysed biofluids. These results provided biomarkers that could be important to understand the biological differences between these two heavy pig breeds. In particular, according to the functional role played by sphingomyelins in obesity-induced inflammatory responses, it could be possible to speculate that a higher level of sphingomyelins in Italian Duroc might be related to the higher interrmuscular fat deposition of this breed compared with the Italian Large White. Additional studies will be needed to evaluate the relevance of these biomarkers for practical applications in pig breeding and nutrition.
机构:
Univ Strasbourg, CNRS, Fac Pharm, Lab Innovat Therapeut,UMR 7200, Illkirch Graffenstaden, FranceUniv Strasbourg, Inst Phys Biol, Fac Med, LINC,CNRS,UMR7237, Strasbourg, France
Daubeuf, Francois
;
Santelmo, Nicola
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h-index: 0
机构:
Hop Univ Strasbourg, Nouvel Hop Civil, Serv Chirurg Thorac, F-67098 Strasbourg 09, FranceUniv Strasbourg, Inst Phys Biol, Fac Med, LINC,CNRS,UMR7237, Strasbourg, France
Santelmo, Nicola
;
Frossard, Nelly
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h-index: 0
机构:
Univ Strasbourg, CNRS, Fac Pharm, Lab Innovat Therapeut,UMR 7200, Illkirch Graffenstaden, FranceUniv Strasbourg, Inst Phys Biol, Fac Med, LINC,CNRS,UMR7237, Strasbourg, France
Frossard, Nelly
;
Namer, Izzie J.
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h-index: 0
机构:
Univ Strasbourg, Inst Phys Biol, Fac Med, LINC,CNRS,UMR7237, Strasbourg, France
Hop Univ Strasbourg, Hop Hautepierre, Serv Biophys & Med Nucl, F-67098 Strasbourg 09, FranceUniv Strasbourg, Inst Phys Biol, Fac Med, LINC,CNRS,UMR7237, Strasbourg, France
机构:
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Inst Epidemiol 2, Neuherberg, Germany
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Breier, Michaela
;
Wahl, Simone
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机构:
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Inst Epidemiol 2, Neuherberg, Germany
German Ctr Diabet Res, Neuherberg, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Wahl, Simone
;
Prehn, Cornelia
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机构:
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Genome Anal Ctr, Inst Expt Genet, Neuherberg, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Prehn, Cornelia
;
Fugmann, Marina
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h-index: 0
机构:
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, Germany
Klinikum Univ Munchen, Diabet Res Grp, Med Klin & Poliklin 4, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Fugmann, Marina
;
Ferrari, Uta
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h-index: 0
机构:
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, Germany
Klinikum Univ Munchen, Diabet Res Grp, Med Klin & Poliklin 4, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Ferrari, Uta
;
Weise, Michaela
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h-index: 0
机构:
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, Germany
Klinikum Univ Munchen, Diabet Res Grp, Med Klin & Poliklin 4, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Weise, Michaela
;
Banning, Friederike
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h-index: 0
机构:
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, Germany
Klinikum Univ Munchen, Diabet Res Grp, Med Klin & Poliklin 4, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Banning, Friederike
;
Seissler, Jochen
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h-index: 0
机构:
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, Germany
Klinikum Univ Munchen, Diabet Res Grp, Med Klin & Poliklin 4, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Seissler, Jochen
;
Grallert, Harald
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h-index: 0
机构:
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Inst Epidemiol 2, Neuherberg, Germany
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Grallert, Harald
;
Adamski, Jerzy
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h-index: 0
机构:
German Ctr Diabet Res, Neuherberg, Germany
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Genome Anal Ctr, Inst Expt Genet, Neuherberg, Germany
Tech Univ Munich, Chair Expt Genet, Freising Weihenstephan, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Adamski, Jerzy
;
Lechner, Andreas
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h-index: 0
机构:
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, Germany
Klinikum Univ Munchen, Diabet Res Grp, Med Klin & Poliklin 4, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
机构:
Univ Strasbourg, CNRS, Fac Pharm, Lab Innovat Therapeut,UMR 7200, Illkirch Graffenstaden, FranceUniv Strasbourg, Inst Phys Biol, Fac Med, LINC,CNRS,UMR7237, Strasbourg, France
Daubeuf, Francois
;
Santelmo, Nicola
论文数: 0引用数: 0
h-index: 0
机构:
Hop Univ Strasbourg, Nouvel Hop Civil, Serv Chirurg Thorac, F-67098 Strasbourg 09, FranceUniv Strasbourg, Inst Phys Biol, Fac Med, LINC,CNRS,UMR7237, Strasbourg, France
Santelmo, Nicola
;
Frossard, Nelly
论文数: 0引用数: 0
h-index: 0
机构:
Univ Strasbourg, CNRS, Fac Pharm, Lab Innovat Therapeut,UMR 7200, Illkirch Graffenstaden, FranceUniv Strasbourg, Inst Phys Biol, Fac Med, LINC,CNRS,UMR7237, Strasbourg, France
Frossard, Nelly
;
Namer, Izzie J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Strasbourg, Inst Phys Biol, Fac Med, LINC,CNRS,UMR7237, Strasbourg, France
Hop Univ Strasbourg, Hop Hautepierre, Serv Biophys & Med Nucl, F-67098 Strasbourg 09, FranceUniv Strasbourg, Inst Phys Biol, Fac Med, LINC,CNRS,UMR7237, Strasbourg, France
机构:
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Inst Epidemiol 2, Neuherberg, Germany
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Breier, Michaela
;
Wahl, Simone
论文数: 0引用数: 0
h-index: 0
机构:
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Inst Epidemiol 2, Neuherberg, Germany
German Ctr Diabet Res, Neuherberg, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Wahl, Simone
;
Prehn, Cornelia
论文数: 0引用数: 0
h-index: 0
机构:
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Genome Anal Ctr, Inst Expt Genet, Neuherberg, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Prehn, Cornelia
;
Fugmann, Marina
论文数: 0引用数: 0
h-index: 0
机构:
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, Germany
Klinikum Univ Munchen, Diabet Res Grp, Med Klin & Poliklin 4, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Fugmann, Marina
;
Ferrari, Uta
论文数: 0引用数: 0
h-index: 0
机构:
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, Germany
Klinikum Univ Munchen, Diabet Res Grp, Med Klin & Poliklin 4, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Ferrari, Uta
;
Weise, Michaela
论文数: 0引用数: 0
h-index: 0
机构:
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, Germany
Klinikum Univ Munchen, Diabet Res Grp, Med Klin & Poliklin 4, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Weise, Michaela
;
Banning, Friederike
论文数: 0引用数: 0
h-index: 0
机构:
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, Germany
Klinikum Univ Munchen, Diabet Res Grp, Med Klin & Poliklin 4, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Banning, Friederike
;
Seissler, Jochen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, Germany
Klinikum Univ Munchen, Diabet Res Grp, Med Klin & Poliklin 4, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Seissler, Jochen
;
Grallert, Harald
论文数: 0引用数: 0
h-index: 0
机构:
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Inst Epidemiol 2, Neuherberg, Germany
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Grallert, Harald
;
Adamski, Jerzy
论文数: 0引用数: 0
h-index: 0
机构:
German Ctr Diabet Res, Neuherberg, Germany
German Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Genome Anal Ctr, Inst Expt Genet, Neuherberg, Germany
Tech Univ Munich, Chair Expt Genet, Freising Weihenstephan, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany
Adamski, Jerzy
;
Lechner, Andreas
论文数: 0引用数: 0
h-index: 0
机构:
German Ctr Diabet Res, Neuherberg, Germany
Univ Munich, Clin Cooperat Grp Subclassificat Type Diabet 2, Munich, Germany
Helmholtz Zentrum Muenchen, Munich, Germany
Klinikum Univ Munchen, Diabet Res Grp, Med Klin & Poliklin 4, Munich, GermanyGerman Res Ctr Environm Hlth, Helmholtz Zentrum Muenchen, Res Unit Mol Epidemiol, Neuherberg, Germany