Fecal metabolomics to understand intestinal dysfunction in male dairy beef calves at arrival to the rearing farm

Abstract Fecal biomarkers are becoming an important analytical tool since feces are in direct contact with the inflamed intestine and site for the gut microbiome. The objective of this study was the identification of differential fecal metabolites by means of 1H-NMR to evaluate the management of mal...

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Main Authors: Anna Bassols, Núria Amigó, Marc Pérez-Rodado, Yolanda Saco, Raquel Peña, Raquel Pato, Lucia Pisoni, Maria Devant, Sònia Marti
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-90407-3
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author Anna Bassols
Núria Amigó
Marc Pérez-Rodado
Yolanda Saco
Raquel Peña
Raquel Pato
Lucia Pisoni
Maria Devant
Sònia Marti
author_facet Anna Bassols
Núria Amigó
Marc Pérez-Rodado
Yolanda Saco
Raquel Peña
Raquel Pato
Lucia Pisoni
Maria Devant
Sònia Marti
author_sort Anna Bassols
collection DOAJ
description Abstract Fecal biomarkers are becoming an important analytical tool since feces are in direct contact with the inflamed intestine and site for the gut microbiome. The objective of this study was the identification of differential fecal metabolites by means of 1H-NMR to evaluate the management of male dairy beef calves, and which could become potential biomarkers of gastrointestinal disorders. Holstein calves were subjected to a protocol aimed to simulate real conditions of the dairy beef market. Three groups were studied: Control (CTR: high colostrum, no transport, milk replacer), LCMR (low colostrum, transport, milk replacer) and LCRS (low colostrum, transport, rehydrating solution). Fecal lactoferrin was determined as marker of intestinal inflammation, and metabolomic profiling was performed in feces collected the day after arrival to the farm. 41 polar and 10 non-polar metabolites were identified, of which proline, formate and creatine increased in the LCRS group, whereas butyrate and uracil decreased. Less differences were found in non-polar metabolites. Multivariate analysis indicated that most differences are found between the LCRS group and the others. In conclusion, this study indicates that feed restriction has a more important effect at this age than colostrum uptake and transport. These results should help to identify robust fecal biomarkers to assess calf intestinal health and improve management protocols.
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spelling doaj-art-3d48bb085f8b44d98cd5dcb41cb1f8f22025-08-20T03:04:12ZengNature PortfolioScientific Reports2045-23222025-02-0115111510.1038/s41598-025-90407-3Fecal metabolomics to understand intestinal dysfunction in male dairy beef calves at arrival to the rearing farmAnna Bassols0Núria Amigó1Marc Pérez-Rodado2Yolanda Saco3Raquel Peña4Raquel Pato5Lucia Pisoni6Maria Devant7Sònia Marti8Departament de Bioquímica i Biologia Molecular, Servei de Bioquímica Clínica Veterinària (SBCV), Facultat de Veterinària, Universitat Autònoma de BarcelonaBiosfer TeslabDepartament de Bioquímica i Biologia Molecular, Servei de Bioquímica Clínica Veterinària (SBCV), Facultat de Veterinària, Universitat Autònoma de BarcelonaDepartament de Bioquímica i Biologia Molecular, Servei de Bioquímica Clínica Veterinària (SBCV), Facultat de Veterinària, Universitat Autònoma de BarcelonaDepartament de Bioquímica i Biologia Molecular, Servei de Bioquímica Clínica Veterinària (SBCV), Facultat de Veterinària, Universitat Autònoma de BarcelonaDepartament de Bioquímica i Biologia Molecular, Servei de Bioquímica Clínica Veterinària (SBCV), Facultat de Veterinària, Universitat Autònoma de BarcelonaRuminant Production Program, IRTA (Institut de Recerca i Tecnologies Agroalimentàries)Ruminant Production Program, IRTA (Institut de Recerca i Tecnologies Agroalimentàries)Ruminant Production Program, IRTA (Institut de Recerca i Tecnologies Agroalimentàries)Abstract Fecal biomarkers are becoming an important analytical tool since feces are in direct contact with the inflamed intestine and site for the gut microbiome. The objective of this study was the identification of differential fecal metabolites by means of 1H-NMR to evaluate the management of male dairy beef calves, and which could become potential biomarkers of gastrointestinal disorders. Holstein calves were subjected to a protocol aimed to simulate real conditions of the dairy beef market. Three groups were studied: Control (CTR: high colostrum, no transport, milk replacer), LCMR (low colostrum, transport, milk replacer) and LCRS (low colostrum, transport, rehydrating solution). Fecal lactoferrin was determined as marker of intestinal inflammation, and metabolomic profiling was performed in feces collected the day after arrival to the farm. 41 polar and 10 non-polar metabolites were identified, of which proline, formate and creatine increased in the LCRS group, whereas butyrate and uracil decreased. Less differences were found in non-polar metabolites. Multivariate analysis indicated that most differences are found between the LCRS group and the others. In conclusion, this study indicates that feed restriction has a more important effect at this age than colostrum uptake and transport. These results should help to identify robust fecal biomarkers to assess calf intestinal health and improve management protocols.https://doi.org/10.1038/s41598-025-90407-31H-NMRDairy beef calvesFecesInflammationLactoferrinMetabolomics
spellingShingle Anna Bassols
Núria Amigó
Marc Pérez-Rodado
Yolanda Saco
Raquel Peña
Raquel Pato
Lucia Pisoni
Maria Devant
Sònia Marti
Fecal metabolomics to understand intestinal dysfunction in male dairy beef calves at arrival to the rearing farm
Scientific Reports
1H-NMR
Dairy beef calves
Feces
Inflammation
Lactoferrin
Metabolomics
title Fecal metabolomics to understand intestinal dysfunction in male dairy beef calves at arrival to the rearing farm
title_full Fecal metabolomics to understand intestinal dysfunction in male dairy beef calves at arrival to the rearing farm
title_fullStr Fecal metabolomics to understand intestinal dysfunction in male dairy beef calves at arrival to the rearing farm
title_full_unstemmed Fecal metabolomics to understand intestinal dysfunction in male dairy beef calves at arrival to the rearing farm
title_short Fecal metabolomics to understand intestinal dysfunction in male dairy beef calves at arrival to the rearing farm
title_sort fecal metabolomics to understand intestinal dysfunction in male dairy beef calves at arrival to the rearing farm
topic 1H-NMR
Dairy beef calves
Feces
Inflammation
Lactoferrin
Metabolomics
url https://doi.org/10.1038/s41598-025-90407-3
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