Soybean Origin Segregation in Poultry Feed: A Precision Nutrition Approach

20 Dec 2023

Soybean Origin Segregation in Poultry Feed: A Precision Nutrition Approach


In times of high market volatility, precision nutrition gets special attention. One of the main aspects of precision nutrition is to improve the information needed for decision making, planning, and optimization.

Feedstuff and feed costs drive a significant portion of production costs in poultry.

Variability in feedstuff nutrient content is a crucial factor to control when attempting to reduce feed costs, improve feed quality, and optimize animal performance and company profitability results.

Nuproxa international 07-2023
banner basf

A logical and relatively easy way to reduce variability is to segregate ingredients by origin, provider, or quality.

  • Then, nutritionists should cluster feedstuff descriptive information according to more relevant factors to have more uniform products for the mix.
  • We should also manage them separately until feed batching.

This practice could be a challenge in logistics, personnel, and business management. The implementation may require diverse feed bins or silos to store ingredients of diverse origins.

These difficulties in feed manufacturing limit the number of groups we can have for every feedstuff.

However, recognizing the differences in nutrient composition, energy value, and quality will make the feed formulation more precise and minimize feed costs if the feedstuff selected has a good nutrient quality and energy value.

Subscribe Now!
banner basf
biozyme robapagina
banner special nutrients

Segregating by origin mitigates risks of producing feed that does not meet the expected specifications.

Treating key feedstuffs as average ingredients or commodities instead of differentiated products could cause overestimation or underestimation of their nutrient and energy values.

Amy Moss et al. (2021) calculated that overestimating the nutrient content of feedstuffs could result in broiler performance reduction and a 63% reduction in gross margin.

This equates to a loss of up to $6.3 million US dollars for every 10 million broilers. Consequently, proper sampling methods of all feed ingredients are needed to estimate their nutrient and energy value.


The most expensive components in chicken diets are energy and protein or amino acids. Soybean meal (SBM) is the most important source of amino acids in poultry diets worldwide.

The SBM also provides between 20 and 30% of the metabolizable energy (ME) in most poultry diets.

Consequently, accurate estimation of the amino acid and caloric value of this ingredient is critical for precise feed formulation.

The SBM market prices are frequently determined based on trading rules specifying minimum crude protein (CP) content.

However, it is essential to consider that the dietary value depends on many other nutritional and processing quality factors in poultry, and it is almost impossible to segregate SBM only by CP content in a feed mill.

A recent economic evaluation by Pope et al. (2023) quantified the value of SBM in poultry and swine diets affected by their nutrient content. Their data was obtained using five SBM CP contents (44, 45, 46, 47, and 48%).

They calculated ME, amino acid content, and digestibility values with linear regressions or standardized equations for those five levels of CP concentration.

This group concluded that increasing SBM CP content by 1% increases the relative SBM value by $12.62 per metric ton (MT) in poultry diets.

The relative SBM economic value ($/MT) was estimated in this study based on the changes in the nutritional properties of the SBM (amino acids and energy).

  • The 48.0% CP concentration (3.05% total lysine) was assumed to be the base SBM to compare the other SBM with diverse CP concentrations.
  • The price of 48.0% CP was $358 per MT. The equation below summarizes the calculation of the relative value of SBM.

Relative value of SBM ($/MT) = Base SBM price ($/MT) – [TDC test – TDC Base)/ SBM test x 1000]

Where “TDC” is the total diet cost ($/MT), assuming the inclusion of the specified SBM, and “SBM” is the amount of SBM included in the diet (kg/MT).

The group led by Micah Pope used those SBM in broiler grower and finisher diets and in one layer diet to obtain these values. The relative value of the SBM also increased as the CP increased (Figure 1).

The data showed that the 48.0% CP SBM (3.01% total lysine) has a premium of US$ 49 in broiler diets and US$ 52 in layer diets per MT over 44.0% CP (2.75% total lysine). It was also noted that the relative value of SBM was similar across both poultry groups.


The SBM are traded globally, and the major SBM producers are the USA, Brazil, Argentina, and India. SBM can vary due to numerous factors, including seed variety, agronomic and harvesting conditions, soybean processing, and storage.

Several studies have been conducted in the past 20 years to determine which factors are more relevant in SBM variability.

There is clear evidence that SBM varies by country of soybean origin. This could be related to the latitude, solar radiation, and prevalent weather during plant growth.

Consequently, this could be the main factor for SBM segregation in feed mills that receive feedstuffs from diverse countries of origin or a factor for decision-making in selecting providers during purchasing.

The information from 18 published studies with a total of 1944 SBM samples was summarized in a meta-analysis by Ibáñez et al. (2020). This data indicates that:

The origin of the beans has consistent and significant effects on most of the chemical variables of the corresponding SBM. The Brazilian SBM had more CP, neutral detergent fiber, raffinose, and iron but less sucrose, stachyose, and potassium than the USA or the Argentinian SBM.

The USA meals had more sucrose and stachyose but less raffinose. Per unit of protein, Lys, Met, Thr, and Cys concentration were greater for the USA and Argentinian meals than for the Brazilian and Indian meals.


All those scientific studies have been conducted with selected SBM samples and analyses conducted in multiple laboratories.

Consequently, there is variability among labs and sampling times for each analysis. One tool that can minimize this inter and intra-laboratory variability is the near-infrared spectroscopy (NIRS).

Calibration curves have been developed to estimate with NIRS spectra the proximate analysis, amino acid content, and other nutrients.

Most of these developments have been conducted by commercial companies. Adisseo developed the Precise Nutritional Evaluation (PNE) service based on NIRS technology.

The calibration curves to determine apparent AME and AME corrected by nitrogen (AMEn) and the digestibility coefficients of all essential amino acids are based on in vivo data, and are obtained with a direct calibration.

In this case, the same sample used to produce NIRS spectra can generate multiple parameters influencing nutritional quality. This PNE system has been used worldwide for several years; consequently, a large dataset was available.

In a collaboration study with Adisseo, we explored their NIRS database of 77,621 SBM samples evaluated between 2018 and 2021 from Argentina, Brazil, and the USA.

Results indicated that SBM varied by country of origin, and there was variability due to harvest year. In general, and across years, Brazilian SBM had the highest CP (Figure 2), fat, and CF values but the lowest AME and AMEn (Figure 3).

  • The USA SBM had the highest AME and AMEn and had intermediate values on CP, fat, ash, and CF.
  • Brazilian SBM had the highest Lys, Val, Ile, Leu, Phe, and His values.
  • Argentinian SBM had the highest sulfur AA, Thr, and Trp contents but the lowest Lys, Val, Ile, Leu, Phe, His, and Arg values.
  • The USA SBM had the highest digestibility of all amino acids (Figure 4) except for Lys, Leu, His, and Arg.
  • Brazilian SBM had the highest Lys and Ile digestibility, intermediate digestibility for sulfur AA, Trp, Val, and Phe, and the lowest digestibility for Thr, Leu, His, and Arg.
  • Argentinian SBM had the lowest dig of Lys.

These variations in nutrient and energy values seem to be minor. But, when they are included in the feed ingredient matrix in a least-cost formulation software, creating one SBM for each country of origin, our results indicate significant differences in feed costs.


We used the average proximate data, amino acid and energy content, and digestibility coefficients observed by PNE in the SBM produced in Argentina, Brazil, and the USA in 2020 and 2021.


The feed costs indicated that formulating with USA SBM could make broiler and layer diets cheaper than diets including Argentinian and Brazil SBM. The differences in feed costs relative to the feed with the inclusion of USA SBM are presented in Table 1.


Using the same formula used by Pope et al. (2023), we estimated the relative SBM values (Table 2) of Argentinian and Brazilian SBM compared to USA SBM in two years. The results indicate lower relative SBM values for Argentinian and Brazilian SBM.


The USA SBM will have a premium of US$ 17.77 to US$ 32.45 per MT over the SBM produced in Argentina and Brazil when used in broiler and layer diets.

Broiler starter, grower, and finisher diets and four table-egg layer diets were formulated to meet genetic line recommendations in poultry. 

  • All diets were formulated to have similar nutrient content within each phase, using the same ingredients and only changing the SBM by country of origin.
  • The price used for all SBM was 511 US$/MT and for corn US$ 236.22, with all other feed ingredients at the high prices observed in the past eight months.

This information confirms that SBM should be segregated by origin, and those minor variations in nutrient and energy contents can considerably affect feed costs.

This is vital during periods of volatile markets. Additionally, segregation can enhance the probability of meeting diet specifications and obtaining the desired poultry performance results.

You may also like to read: “Soybean Origin: Sustainability, Nutrition, and Economic Value”

lallemandanimalnutrition eng
biozyme robapagina
banner basf
Related with Formulation
Latest posts about Formulation
lallemandanimalnutrition eng
banner special nutrients
Nuproxa international 07-2023
banner basf


Subscribe now to the technical magazine of animal nutrition


Access to articles in PDF
Stay up to date with our newsletters
Receive the magazine for free in digital version

AgriFM - Los podcast del sector ganadero en español
agriCalendar - El calendario de eventos del mundo agroganaderoagriCalendar
agrinewsCampus - Cursos de formación para el sector de la ganadería