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Multivariate Analysis of Key Taste Compounds in Soy Sauce and Model Construction for Its Saltiness Intensity
Shiyu Li1,2,3, Junjie Yin1,2,3, Li Liang1,2,3
1Key Laboratory of Geriatric Nutrition and Health, Beijing Technology and Business University, Ministry of Education, Beijing 100048, China.
Foods (Basel, Switzerland)
|December 30, 2025
Summary
A new model quantifies soy sauce saltiness using taste compounds like amino acids and nucleotides, enabling objective evaluation and salt reduction strategies.
Area of Science:
- Food Science
- Analytical Chemistry
- Sensory Science
Background:
- Soy sauce quality is significantly influenced by saltiness.
- Current saltiness evaluation relies on subjective sensory methods.
- A scientific, objective model for quantifying soy sauce saltiness is needed.
Purpose of the Study:
- To develop and validate a scientific model for quantifying soy sauce saltiness intensity.
- To identify key taste compounds contributing to soy sauce saltiness.
- To provide a method for objective saltiness evaluation and potential salt reduction.
Main Methods:
- Analysis of 10 soy sauce samples using Liquid Chromatography-Mass Spectrometry (LC-MS) and Inductively Coupled Plasma-Optical Emission Spectrometry (ICP-OES).
- Sensory evaluation and taste addition experiments to correlate chemical composition with perceived saltiness.
- Spearman's correlation analysis to identify key taste compounds.
- Construction of a multiple linear regression prediction model for saltiness intensity.
Main Results:
- Umami amino acids (aspartic acid, glutamic acid) and nucleotides (5'-inosinic acid, 5'-guanylic acid) contribute to saltiness via umami synergy.
- Pyroglutamic acid and lactic acid act as primary organic acids balancing soy sauce taste.
- High concentrations of sodium (Na+) and potassium (K+) directly impact saltiness.
- A predictive model using 11 key taste compounds demonstrated excellent performance.
Conclusions:
- A robust, scientifically validated model for soy sauce saltiness intensity has been established.
- The model identifies key chemical contributors to saltiness, including amino acids, nucleotides, and ions.
- This research offers a theoretical basis and practical method for objective soy sauce saltiness assessment and salt reduction efforts.
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