Brands2002 - Monosaccharide-casein systems

  public model
Model Identifier
BIOMD0000000052
Short description
Brands2002 - Monosaccharide-casein systems

A kinetic model of the Maillard reaction occurring in heated monosaccharide-casein system.

This model is described in the article:

Brands CM, van Boekel MA
Journal of Agricultural and Food Chemistry. 2002, 50(23):6725-6739

Abstract:

In the present study, a kinetic model of the Maillard reaction occurring in heated monosaccharide-casein systems was proposed. Its parameters, the reaction rate constants, were estimated via multiresponse modeling. The determinant criterion was used as the statistical fit criterion instead of the familiar least squares to avoid statistical problems. The kinetic model was extensively tested by varying the reaction conditions. Different sugars (glucose, fructose, galactose, and tagatose) were studied regarding their effect on the reaction kinetics. This study has shown the power of multiresponse modeling for the unraveling of complicated reaction routes as occur in the Maillard reaction. The iterative process of proposing a model, confronting it with experiments, and criticizing the model was passed through four times to arrive at a model that was largely consistent with all results obtained. A striking difference was found between aldose and ketose sugars as suggested by the modeling results: not the ketoses themselves but only their reaction products were found to be reactive in the Maillard reaction.

To the extent possible under law, all copyright and related or neighbouring rights to this encoded model have been dedicated to the public domain worldwide. Please refer to CC0 Public Domain Dedication for more information.

Format
SBML (L2V1)
Related Publication
  • Kinetic modeling of reactions in heated monosaccharide-casein systems.
  • Brands CM, van Boekel MA
  • Journal of agricultural and food chemistry , 11/ 2002 , Volume 50 , pages: 6725-6739 , PubMed ID: 12405768
  • Department of Agrotechnology and Food Sciences, Product Design and Quality Management Group, Wageningen University, P.O. Box 8129, 6700 EV Wageningen, The Netherlands.
  • In the present study, a kinetic model of the Maillard reaction occurring in heated monosaccharide-casein systems was proposed. Its parameters, the reaction rate constants, were estimated via multiresponse modeling. The determinant criterion was used as the statistical fit criterion instead of the familiar least squares to avoid statistical problems. The kinetic model was extensively tested by varying the reaction conditions. Different sugars (glucose, fructose, galactose, and tagatose) were studied regarding their effect on the reaction kinetics. This study has shown the power of multiresponse modeling for the unraveling of complicated reaction routes as occur in the Maillard reaction. The iterative process of proposing a model, confronting it with experiments, and criticizing the model was passed through four times to arrive at a model that was largely consistent with all results obtained. A striking difference was found between aldose and ketose sugars as suggested by the modeling results: not the ketoses themselves but only their reaction products were found to be reactive in the Maillard reaction.
Contributors
Submitter of the first revision: Harish Dharuri
Submitter of this revision: Harish Dharuri
Modellers: Harish Dharuri

Metadata information

is (2 statements)
BioModels Database MODEL8177704759
BioModels Database BIOMD0000000052

isDescribedBy (1 statement)
PubMed 12405768

isDerivedFrom (1 statement)
PubMed 11600005

hasTaxon (1 statement)
isVersionOf (2 statements)
hasProperty (1 statement)
Mathematical Modelling Ontology Ordinary differential equation model


Curation status
Curated


Tags

Connected external resources

SBGN view in Newt Editor

Name Description Size Actions

Model files

BIOMD0000000052_url.xml SBML L2V1 representation of Brands2002 - Monosaccharide-casein systems 17.86 KB Preview | Download

Additional files

BIOMD0000000052-biopax2.owl Auto-generated BioPAX (Level 2) 19.83 KB Preview | Download
BIOMD0000000052-biopax3.owl Auto-generated BioPAX (Level 3) 30.96 KB Preview | Download
BIOMD0000000052.m Auto-generated Octave file 5.51 KB Preview | Download
BIOMD0000000052.pdf Auto-generated PDF file 180.91 KB Preview | Download
BIOMD0000000052.png Auto-generated Reaction graph (PNG) 71.68 KB Preview | Download
BIOMD0000000052.sci Auto-generated Scilab file 3.19 KB Preview | Download
BIOMD0000000052.svg Auto-generated Reaction graph (SVG) 21.91 KB Preview | Download
BIOMD0000000052.vcml Auto-generated VCML file 32.81 KB Preview | Download
BIOMD0000000052.xpp Auto-generated XPP file 3.32 KB Preview | Download
BIOMD0000000052_urn.xml Auto-generated SBML file with URNs 17.61 KB Preview | Download

  • Model originally submitted by : Harish Dharuri
  • Submitted: Jan 25, 2006 10:00:14 PM
  • Last Modified: Apr 4, 2014 1:30:26 PM
Revisions
  • Version: 2 public model Download this version
    • Submitted on: Apr 4, 2014 1:30:26 PM
    • Submitted by: Harish Dharuri
    • With comment: Current version of Brands2002 - Monosaccharide-casein systems
  • Version: 1 public model Download this version
    • Submitted on: Jan 25, 2006 10:00:14 PM
    • Submitted by: Harish Dharuri
    • With comment: Original import of BIOMD0000000052.xml.origin

(*) You might be seeing discontinuous revisions as only public revisions are displayed here. Any private revisions unpublished model revision of this model will only be shown to the submitter and their collaborators.

Legends
: Variable used inside SBML models


Species
Species Initial Concentration/Amount
Fru

fructose ; Fructose
0.0 mmol
Acetic acid

acetic acid ; Acetate
0.0 mmol
Amadori 0.0 mmol
Cn 0.0 mmol
Glu

glucose ; C00293
160.0 mmol
C5 0.0 mmol
lys R

lysine residue
15.0 mmol
Reactions
Reactions Rate Parameters
lys_R + Fru => AMP K10*Fru*lys_R K10=1.5E-4
Amadori => Acetic_acid + lys_R K8*Amadori K8=0.11134
lys_R + Glu => Amadori K7*Glu*lys_R K7=1.8E-4
Triose => Cn + Acetic_acid K6*Triose K6=0.00439
Glu => Fru K1*Glu K1=0.01
Glu => C5 + Formic_acid K3*Glu K3=4.7E-4
Curator's comment:
(added: 18 Dec 2006, 00:57:07, updated: 18 Dec 2006, 00:57:07)
The model reproduces the simulation depicted in Fig 2 for the Glucose-Casein system. The results shown here were obtained from MathSBML.