Infertility remains the most prevalent reason for cattle being removed from production environments. We utilized metabolomic profiling to identify metabolites in the blood plasma that may be useful in identifying infertile heifers at the time of artificial insemination (AI). Prior to AI, phenotypic parameters including body condition, weight, and reproductive organ measurements were collected. These were determined not effective at differentiating between fertile and infertile heifers. Analysis of the resulting metabolomic profiles revealed 15 metabolites at significantly different levels (T-test P <= 0.05), with seven metabolites having a greater than 2-fold difference (T-test P <= 0.05, fold change >= 2, ROC-AUC >= 0.80) between infertile and fertile heifers. We further characterized the utility of using the levels of these metabolites in the blood plasma to discriminate between fertile and infertile heifers. Finally, we investigated the potential role inflammation may play by comparing the expression of inflammatory cytokines in the white blood cells of infertile heifers to that of fertile heifers. We found significantly higher expression in infertile heifers of the proinflammatory markers tumor necrosis factor alpha (TNF alpha), interleukin 6 (IL6), and the C-X-C motif chemokine 5 (CXCL5). Our work offers potentially valuable information regarding the diagnosis of fertility problems in heifers undergoing AI.
机构:
Univ Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, Brazil
Univ Fed Pelotas, Fac Vet, FiBRA, Capao Leao, RS, BrazilUniv Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, Brazil
Camozzato, Julia Nobre Blank
de Souza, Bruna Favretto
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Univ Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, BrazilUniv Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, Brazil
de Souza, Bruna Favretto
Rodrigues, Joao Marcello
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Univ Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, BrazilUniv Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, Brazil
Rodrigues, Joao Marcello
Leo, Alinne Machado Petrarca
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Univ Fed Pelotas, Fac Vet, FiBRA, Capao Leao, RS, BrazilUniv Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, Brazil
Leo, Alinne Machado Petrarca
Pfeifer, Luiz Francisco Machado
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机构:
Empresa Brasileira Pesquisa Agr Embrapa, Porto Velho, RO, BrazilUniv Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, Brazil
Pfeifer, Luiz Francisco Machado
Bertolini, Marcelo
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Univ Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, BrazilUniv Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, Brazil
Bertolini, Marcelo
Rovani, Monique Tomazele
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Univ Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, BrazilUniv Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, Brazil
Rovani, Monique Tomazele
Mondadori, Rafael Gianella
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Univ Fed Pelotas, Fac Vet, FiBRA, Capao Leao, RS, BrazilUniv Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, Brazil
Mondadori, Rafael Gianella
Gasperin, Bernardo Garziera
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Univ Fed Pelotas, Fac Vet, FiBRA, Capao Leao, RS, BrazilUniv Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, Brazil
Gasperin, Bernardo Garziera
de Oliveira, Fernando Caetano
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机构:
Univ Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, Brazil
Univ Fed Pelotas, Fac Vet, FiBRA, Capao Leao, RS, BrazilUniv Fed Rio Grande do Sul, Fac Vet, Porto Alegre, RS, Brazil
机构:
Texas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Oregon State Univ, Eastern Oregon Agr Res Ctr, Burns, OR 97720 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Brandao, Alice P.
Cooke, Reinaldo F.
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Cooke, Reinaldo F.
Schubach, Kelsey M.
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Oregon State Univ, Eastern Oregon Agr Res Ctr, Burns, OR 97720 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Schubach, Kelsey M.
Marques, Rodrigo S.
论文数: 0引用数: 0
h-index: 0
机构:
Oregon State Univ, Eastern Oregon Agr Res Ctr, Burns, OR 97720 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Marques, Rodrigo S.
Bohnert, David W.
论文数: 0引用数: 0
h-index: 0
机构:
Oregon State Univ, Eastern Oregon Agr Res Ctr, Burns, OR 97720 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Bohnert, David W.
Carvalho, Rafael S.
论文数: 0引用数: 0
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机构:
Sao Paulo State Univ UNESP, Sch Vet Med & Anim Sci, BR-18168000 Botucatu, SP, BrazilTexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Carvalho, Rafael S.
Dias, Nicholas W.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Dept Anim & Poultry Sci, Blacksburg, VA 24061 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Dias, Nicholas W.
Timlin, Claire L.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Dept Anim & Poultry Sci, Blacksburg, VA 24061 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Timlin, Claire L.
Clark-Deener, Sherrie
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Dept Large Anim Clin Sci, Blacksburg, VA 24061 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Clark-Deener, Sherrie
Currin, John F.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Dept Large Anim Clin Sci, Blacksburg, VA 24061 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Currin, John F.
Jump, Donald B.
论文数: 0引用数: 0
h-index: 0
机构:
Oregon State Univ, Linus Pauling Inst, Sch Biol & Populat Hlth Sci, Nutr Program, Corvallis, OR 97331 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Jump, Donald B.
Pohler, Ky G.
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Pohler, Ky G.
Cerri, Ronaldo L. A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Fac Land & Food Syst, Vancouver, BC V6T 1Z4, CanadaTexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Cerri, Ronaldo L. A.
Mercadante, Vitor R. G.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Dept Anim & Poultry Sci, Blacksburg, VA 24061 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
机构:
Texas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Oregon State Univ, Eastern Oregon Agr Res Ctr, Burns, OR 97720 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Brandao, Alice P.
Cooke, Reinaldo F.
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Cooke, Reinaldo F.
Schubach, Kelsey M.
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Oregon State Univ, Eastern Oregon Agr Res Ctr, Burns, OR 97720 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Schubach, Kelsey M.
Marques, Rodrigo S.
论文数: 0引用数: 0
h-index: 0
机构:
Oregon State Univ, Eastern Oregon Agr Res Ctr, Burns, OR 97720 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Marques, Rodrigo S.
Bohnert, David W.
论文数: 0引用数: 0
h-index: 0
机构:
Oregon State Univ, Eastern Oregon Agr Res Ctr, Burns, OR 97720 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA
Bohnert, David W.
Mercadante, Vitor R. G.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Dept Anim & Poultry Sci, Blacksburg, VA 24061 USATexas A&M Univ, Dept Anim Sci, College Stn, TX 77845 USA