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Evaluation of the Processing Properties of Alternative Soybean Meal Protein Source Combinations Based on Principal Component Analysis

Published by the American Society of Agricultural and Biological Engineers, St. Joseph, Michigan www.asabe.org

Citation:  Journal of the ASABE. 67(6): 1499-1507. (doi: 10.13031/ja.16126) @2024
Authors:   Xing Li, Ying Liao, Binbin Zhang, Jun Li, Jie Yang, Junguo Li, Min Xue
Keywords:   Principal component analysis, Processing properties, Soybean meal replacement, Unconventional protein combination.

Highlights

The alternative 5 protein feed raw material combinations to replace soymeal bean were provided.

There were significant differences in the 17 processing characteristics of protein combinations.

Correlation and principal component analysis were applied to analyze the data.

The representative indicators were extracted to evaluate the processing characteristics.

It provides theoretical basis for the application of unconventional protein feed raw material.

Abstract. The objective of this study was to compare the processing properties of five different combinations of unconventional protein groups and soybean meal (SBM). Peanut meal (PNM), cottonseed meal (CSM), rapeseed meal (RSM), distillers dried grains with solubles (DDGS), and corn gluten meal (CGM) were selected as five unconventional protein feeds. Five groups of protein combinations were generated following the two principles of 'similar crude protein content and compliant feed ingredient use level.' The nutritional components, physical properties, hydration properties, pasting properties, and other processing properties of the five protein combinations (C1, C2, C3, C4, and C5) and SBM were measured, and the essential differences in processing properties among different protein combinations and SBM were analyzed. The results showed that the moisture content of SBM was remarkably higher than other feed raw material, and the crude fiber of SBM was notably lower than other feed raw material. The water absorption index, water solubility index, and pasting curves of SBM were significantly higher than those of other feed raw material. These processing properties were differentially associated with each other. Three principal components were extracted from 17 processing characteristic indexes, and the cumulative contribution rate reached 93.19%, which had good representativeness and could be used to evaluate the processing properties of different protein feed ingredients comprehensively. The main extracted indicators were protein dispersibility index, pasting properties value, water solubility index, compressibility, geometric mean diameter, angle of repose, and apparent density. This study provides guidance for the evaluation of the processing properties of protein feed raw material and provides theoretical guidance and a scientific basis for formula optimization and processing parameter adjustment.

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