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Modeling Gastrointestinal Tract Wet Pool Size in Small Ruminants
SIMPLE SUMMARY: Accurately measuring the wet pool size of the gastrointestinal tract (GITwps) provides valuable information for understanding how digesta behaves in relation to the various factors that affect it. These factors include species anatomy, the animal’s physiological state, body weight, d...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10525868/ https://www.ncbi.nlm.nih.gov/pubmed/37760309 http://dx.doi.org/10.3390/ani13182909 |
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author | Ribeiro, Paola R. Gindri, Marcelo Macedo Junior, Gilberto L. Herbster, Caio J. L. Pereira, Elzania S. Biagioli, Bruno Teixeira, Izabelle A. M. A. |
author_facet | Ribeiro, Paola R. Gindri, Marcelo Macedo Junior, Gilberto L. Herbster, Caio J. L. Pereira, Elzania S. Biagioli, Bruno Teixeira, Izabelle A. M. A. |
author_sort | Ribeiro, Paola R. |
collection | PubMed |
description | SIMPLE SUMMARY: Accurately measuring the wet pool size of the gastrointestinal tract (GITwps) provides valuable information for understanding how digesta behaves in relation to the various factors that affect it. These factors include species anatomy, the animal’s physiological state, body weight, diet, and ingestion level. Access to this information allows for the development of improved nutritional strategies, the refinement of predictive models for passage rate, and enhanced predictions of dressing percentage and empty body weight. Moreover, the development of models for predicting GITwps is crucial because the current methods are laborious, time-consuming, expensive, and often require animal slaughter or involve the use of inaccurate markers. This study aimed to develop comprehensive models for predicting GITwps of small ruminants using a meta-regression approach. The prediction models confirm that the relationship between GITwps and BW is robust for animals fed a solid diet. Additionally, the physiological stage, such as pregnancy, influences GITwps, and the effect of neutral detergent fiber intake on GITwps is consistent across different species. ABSTRACT: The gastrointestinal tract (GIT) wet pool size (GITwps) refers to the total amount of wet contents in GIT, which in small ruminants can reach up to 19% of their body weight (BW). This study aimed to develop models to comprehensively predict GITwps in small ruminants using a meta-regression approach. A dataset was created based on 21 studies, comprising 750 individual records of sheep and goats. Various predictor variables, including BW, sex, breed, species, intake level, physiological states, stages and types of pregnancy, dry matter intake, and neutral detergent fiber intake (NDFI), were initially analyzed through simple linear regression. Subsequently, the variables were fitted using natural logarithm transformations, considering the random effect of the study and residual error, employing a supervised forward selection procedure. Overall, no significant relationship between GITwps and BW (p = 0.326) was observed for animals fed a milk-based diet. However, a strong negative linear relationship (p < 0.001) was found for animals on a solid diet, with the level of restriction influencing GITwps only at the intercept. Furthermore, the prediction of GITwps was independent of sex and influenced by species in cases where individuals were fed ad libitum. Pregnant females showed a noticeable reduction in GITwps, which was more pronounced in cases of multiple pregnancies, regardless of species (p < 0.01). The composition of the diet was found to be the primary factor affecting the modulation of GITwps, with NDFI able to override the species effect (p < 0.0001). Overall, this study sheds light on the factors influencing GITwps in small ruminants, providing valuable insights into their digestive processes and nutritional requirements. |
format | Online Article Text |
id | pubmed-10525868 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105258682023-09-28 Modeling Gastrointestinal Tract Wet Pool Size in Small Ruminants Ribeiro, Paola R. Gindri, Marcelo Macedo Junior, Gilberto L. Herbster, Caio J. L. Pereira, Elzania S. Biagioli, Bruno Teixeira, Izabelle A. M. A. Animals (Basel) Article SIMPLE SUMMARY: Accurately measuring the wet pool size of the gastrointestinal tract (GITwps) provides valuable information for understanding how digesta behaves in relation to the various factors that affect it. These factors include species anatomy, the animal’s physiological state, body weight, diet, and ingestion level. Access to this information allows for the development of improved nutritional strategies, the refinement of predictive models for passage rate, and enhanced predictions of dressing percentage and empty body weight. Moreover, the development of models for predicting GITwps is crucial because the current methods are laborious, time-consuming, expensive, and often require animal slaughter or involve the use of inaccurate markers. This study aimed to develop comprehensive models for predicting GITwps of small ruminants using a meta-regression approach. The prediction models confirm that the relationship between GITwps and BW is robust for animals fed a solid diet. Additionally, the physiological stage, such as pregnancy, influences GITwps, and the effect of neutral detergent fiber intake on GITwps is consistent across different species. ABSTRACT: The gastrointestinal tract (GIT) wet pool size (GITwps) refers to the total amount of wet contents in GIT, which in small ruminants can reach up to 19% of their body weight (BW). This study aimed to develop models to comprehensively predict GITwps in small ruminants using a meta-regression approach. A dataset was created based on 21 studies, comprising 750 individual records of sheep and goats. Various predictor variables, including BW, sex, breed, species, intake level, physiological states, stages and types of pregnancy, dry matter intake, and neutral detergent fiber intake (NDFI), were initially analyzed through simple linear regression. Subsequently, the variables were fitted using natural logarithm transformations, considering the random effect of the study and residual error, employing a supervised forward selection procedure. Overall, no significant relationship between GITwps and BW (p = 0.326) was observed for animals fed a milk-based diet. However, a strong negative linear relationship (p < 0.001) was found for animals on a solid diet, with the level of restriction influencing GITwps only at the intercept. Furthermore, the prediction of GITwps was independent of sex and influenced by species in cases where individuals were fed ad libitum. Pregnant females showed a noticeable reduction in GITwps, which was more pronounced in cases of multiple pregnancies, regardless of species (p < 0.01). The composition of the diet was found to be the primary factor affecting the modulation of GITwps, with NDFI able to override the species effect (p < 0.0001). Overall, this study sheds light on the factors influencing GITwps in small ruminants, providing valuable insights into their digestive processes and nutritional requirements. MDPI 2023-09-13 /pmc/articles/PMC10525868/ /pubmed/37760309 http://dx.doi.org/10.3390/ani13182909 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ribeiro, Paola R. Gindri, Marcelo Macedo Junior, Gilberto L. Herbster, Caio J. L. Pereira, Elzania S. Biagioli, Bruno Teixeira, Izabelle A. M. A. Modeling Gastrointestinal Tract Wet Pool Size in Small Ruminants |
title | Modeling Gastrointestinal Tract Wet Pool Size in Small Ruminants |
title_full | Modeling Gastrointestinal Tract Wet Pool Size in Small Ruminants |
title_fullStr | Modeling Gastrointestinal Tract Wet Pool Size in Small Ruminants |
title_full_unstemmed | Modeling Gastrointestinal Tract Wet Pool Size in Small Ruminants |
title_short | Modeling Gastrointestinal Tract Wet Pool Size in Small Ruminants |
title_sort | modeling gastrointestinal tract wet pool size in small ruminants |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10525868/ https://www.ncbi.nlm.nih.gov/pubmed/37760309 http://dx.doi.org/10.3390/ani13182909 |
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