# Nutrient Utilization, Requirements and Nutrigenomics in Sheep and Goats

**Authors:** Christopher D. Lu

PMC · DOI: 10.3390/ani16050800 · Animals : an Open Access Journal from MDPI · 2026-03-04

## TL;DR

This paper reviews the current understanding of nutrient requirements in sheep and goats and explores how new technologies like nutrigenomics and AI can improve precision in feeding.

## Contribution

The paper highlights the potential of nutrigenomics and AI to refine nutrient requirement standards for sheep and goats.

## Key findings

- Energy and protein requirements in sheep and goats vary by breed, gender, and physiological state.
- Current nutrient recommendations may not be adequate for pubertal females and multiparous pregnant goats.
- Nutrigenomics and AI could enable more precise, individualized nutrient predictions for improved production efficiency.

## Abstract

History, progress and pertinent issues of nutrient requirements of sheep and goats were presented and discussed. Mathematical models and conversion efficiencies used by the National Research Council to predict nutrient requirements in sheep and goats have been highlighted to persuade further research and discussion for the purpose of refinement of these nutritional standards. Nutrigenomics, artificial intelligence, precision nutrition, and other advanced methodologies were identified for their implications in future development and a more precise estimation of nutrient requirements in sheep and goats.

The most recent National Research Council Nutrient Requirements for Sheep and Goats was published in 2007, one of the most consequential nutrient requirement recommendations for sheep and goats in the world. The enhancement of production efficiency, minimization of carbon footprint, and maximization of resource economy, among others, motivate the continuing discussion of nutrient utilization and refinement of nutrient requirements in sheep and goats that are increasingly important in various parts of the world. Progress has been made in the estimation of energy and protein requirements in sheep and goats, mainly utilizing empirical feeding experimentation, comparative slaughter techniques and minimum endogenous loss methods. In sheep, newer estimates of energy and protein requirements for maintenance and growth and partial efficiencies has been reported since 2007. There were suggestions that energy and protein requirements could have been affected by breed, wool growth, gender and size, with these reported values being similar or lower than the recommended values in international feeding systems such as NRC, ARC, INRA and AFRC. In goats, energy and protein requirements for growing goats were reported to be either higher or lower than the established recommendations, depending upon meat or dairy breeds. Effect of gender on energy requirement appeared to be related to the stage of growth or degree of maturity. Newer data also suggested that existing recommendations on nutrient requirements may not be adequate for non-pregnant and non-lactating pubertal females. In multiparous pregnant goats, energy and protein requirements for maintenance did not appear to be affected by days of pregnancy, but efficiencies of metabolizable energy and metabolizable protein utilization for pregnancy were. There were suggestions that metabolizable protein can be predicted from energy intake using equations that encompass both sheep and goats, but more data on goats were called for to account for specific differences in nutrition. In addition to sulfur, there has been progress made on the estimation of maintenance and growth requirements of calcium, phosphorus, potassium and magnesium in goats, with suggestions on the consideration of gender and breed differences. While conventional factors such as breeds and species, genotype, stage of maturity, gender, body composition, mobilization of tissue energy for production, and additional activity energy required due to resource limitation and acclimatization remain as important considerations for the estimation of nutrient requirements in sheep and goats, emerging factors such as climate change, heat stress, parasitism and secondary plant compounds that can affect nutrient utilization should also be considered in the estimation of nutrient requirements. Model equations and partial efficiencies used by NRC to predict energy and protein requirements for maintenance, growth, lactation, and fiber have been highlighted and discussed for the purpose of a more focus discussion and refinement for the future. Potential limitations of both traditional and emerging methodologies in determining the nutrient requirements in sheep and goats were discussed. The advancement in nutrigenomics can potentially move nutrient requirements beyond its population-based guidelines. To justify the research investment, emerging methodologies such as nutrigenomics will have to be linked more directly to the improvement of production efficiency via more precise prediction of nutrient requirement. With the assistance of artificial intelligence and more data obtained from sensor technology, precision nutrition has the potential to deliver nutrients precisely to individual animals and meet nutrient requirements in sheep and goats.

## Full-text entities

- **Chemicals:** carbon (MESH:D002244), calcium (MESH:D002118), magnesium (MESH:D008274), potassium (MESH:D011188), phosphorus (MESH:D010758), sulfur (MESH:D013455)
- **Species:** Capra hircus (domestic goat, species) [taxon 9925], Ovis aries (domestic sheep, species) [taxon 9940]

## Full text

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## Figures

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## References

135 references — full list in the complete paper: https://tomesphere.com/paper/PMC12985119/full.md

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Source: https://tomesphere.com/paper/PMC12985119