TY - JOUR
T1 - Understanding and Controlling Food Protein Structure and Function in Foods: Perspectives from Experiments and Computer Simulations
AU - Cottone, Grazia
AU - Carloni, Paolo
AU - Mohammad Hosseini Naveh, Zeynab
AU - Gulzar, Muhammad
AU - Barroso Da Silva, Fernando Luís
AU - Mackernan, Donal
AU - Jacquier, Jean Christophe
AU - Lobaskin, Vladimir
AU - Foegeding, E. Allen
AU - Cheung, David
AU - Radhakrishnan, Ravi
AU - Donnini, Serena
AU - Santiso, Erik E.
PY - 2020
Y1 - 2020
N2 - The structure and interactions of proteins play a critical role in determining the quality attributes of many foods, beverages, and pharmaceutical products. Incorporating a multiscale understanding of the structure-function relationships of proteins can provide greater insight into, and control of, the relevant processes at play. Combining data from experimental measurements, human sensory panels, and computer simulations through machine learning allows the construction of statistical models relating nanoscale properties of proteins to the physicochemical properties, physiological outcomes, and tastes of foods. This review highlights several examples of advanced computer simulations at molecular, mesoscale, and multiscale levels that shed light on the mechanisms at play in foods, thereby facilitating their control. It includes a practical simulation toolbox for those new to in silico modeling.
AB - The structure and interactions of proteins play a critical role in determining the quality attributes of many foods, beverages, and pharmaceutical products. Incorporating a multiscale understanding of the structure-function relationships of proteins can provide greater insight into, and control of, the relevant processes at play. Combining data from experimental measurements, human sensory panels, and computer simulations through machine learning allows the construction of statistical models relating nanoscale properties of proteins to the physicochemical properties, physiological outcomes, and tastes of foods. This review highlights several examples of advanced computer simulations at molecular, mesoscale, and multiscale levels that shed light on the mechanisms at play in foods, thereby facilitating their control. It includes a practical simulation toolbox for those new to in silico modeling.
KW - GPCR
KW - QSAR
KW - coarse graining
KW - constant-pH simulation
KW - molecular dynamics
KW - molecular interactions
KW - rare-event methods
KW - GPCR
KW - QSAR
KW - coarse graining
KW - constant-pH simulation
KW - molecular dynamics
KW - molecular interactions
KW - rare-event methods
UR - http://hdl.handle.net/10447/397958
M3 - Article
SN - 1941-1413
VL - 11
SP - 365
EP - 387
JO - Annual review of food science and technology
JF - Annual review of food science and technology
ER -