cell by date bio-indicator for meat spoilage. introduction
TRANSCRIPT
Problem with Food Problem with Food IndustryIndustry
PROBLEMPROBLEM: Printed sell-by date is based : Printed sell-by date is based on predictive challenge testingon predictive challenge testing– Not reflective of product exposure to Not reflective of product exposure to
environmentenvironment– Printed Sell By Date is unreliablePrinted Sell By Date is unreliable
SOLUTIONSOLUTION: Monitor level of exposure : Monitor level of exposure and report it and report it – – Tell Consumer when meat is not fit for Tell Consumer when meat is not fit for
consumptionconsumption
Specification Design Modelling Implementation
Testing/Validation
MotivationsMotivations Fresh meat is a highly perishable foodFresh meat is a highly perishable food
Survey studies show temperature conditions >10°C Survey studies show temperature conditions >10°C are usual during transportation, retail storage, and are usual during transportation, retail storage, and consumer handling. consumer handling.
1/3 of Adults use spoilt food1/3 of Adults use spoilt food
Colouring and packaging methods are deceptiveColouring and packaging methods are deceptive
Win-win situation for producers-consumersWin-win situation for producers-consumers
Recycling of old projects – pH, temperature, BFPRecycling of old projects – pH, temperature, BFP
Specification Design Modelling Implementation
Testing/Validation
SpecificationSpecification1.1. Report When food is ‘off’Report When food is ‘off’
– Report cumulative Temperature exposure of foodReport cumulative Temperature exposure of food Temp is largest factor in spoilingTemp is largest factor in spoiling Easiest way to report if food is badEasiest way to report if food is bad
2.2. Easy To Use Easy To Use – Visual Reporter – Wow ! factorVisual Reporter – Wow ! factor
3.3. Improve Accuracy of other attempts:Improve Accuracy of other attempts:– SSM, Intelligent Cooling, AntimicrobialSSM, Intelligent Cooling, Antimicrobial
Only Threshold devicesOnly Threshold devices
4.4. System must be stable for length of shelf-lifeSystem must be stable for length of shelf-life5.5. No contact with food No contact with food
– – Need to obey HSA standardsNeed to obey HSA standards
Specification Design Modelling Implementation
Testing/Validation
1.1. Report Cumulative Temperature Report Cumulative Temperature exposure of foodexposure of food
Need memory to do this / Integrator fctNeed memory to do this / Integrator fct
2.2. Visual ReporterVisual Reporter Needs to have long degradation timeNeeds to have long degradation time
3.3. Improve AccuracyImprove Accuracy Limited Crosstalk with chassisLimited Crosstalk with chassis Easily tuneable thresholdEasily tuneable threshold
4.4. Stable for length of Shelf LifeStable for length of Shelf Life5.5. HSA standardsHSA standards
Project must not contaminate foodProject must not contaminate food
Considerations/Considerations/ProblemsProblems
SpecificationDesign Modelling Implementation
Testing/Validation
SolutionsSolutions
1.1. IntegratorIntegrator
3.3. Improved AccuracyImproved Accuracy
4.4. StabilityStability
5.5. HSA standardsHSA standards
6.6. Long Degradation TimeLong Degradation Time– Firefly FPFirefly FP
Specification Design Modelling Implementation
Testing/Validation
Cell Free System
Cell-free systemCell-free system– Widely-used Widely-used in vitroin vitro tool used to tool used to
study biological reactionsstudy biological reactions– Less of the complex interactions cf.Less of the complex interactions cf.
whole cell.whole cell.– Provides molecular machinery that Provides molecular machinery that
can be used in reactions with the can be used in reactions with the absence of many cellular absence of many cellular components.components.
SolutionsSolutions
Specification Design Modelling Implementation
Testing/Validation
SolutionsSolutions
1.1. IntegratorIntegrator
3.3. Improved AccuracyImproved Accuracy
4.4. StabilityStability
5.5. HSA standardsHSA standards
CFS increases stability due to lack of CFS increases stability due to lack of degrading enzymesdegrading enzymes
CFS stable for up to 4 daysCFS stable for up to 4 days CFS agrees with HSA standards CFS agrees with HSA standards
Specification Design Modelling Implementation
Testing/Validation
Cell Free System
DesignDesign
Specification Design Modelling Implementation
Testing/Validation
Photinus luciferin + OPhotinus luciferin + O22 + + ATPATP <=> oxidized Photinus <=> oxidized Photinus luciferin + COluciferin + CO22 + + AMPAMP + diphosphate + light + diphosphate + light
Pc
RBS TeTeLuciferase
Temp. Increase
Luciferin
O2
Cell-free extract medium
LIGHT!!!
ModellingModelling Concept of predictive microbiologyConcept of predictive microbiology
– Involves knowledge of microbial growth responses Involves knowledge of microbial growth responses to environmental factorsto environmental factors
– Expressed in quantitative terms using Expressed in quantitative terms using mathematical equationsmathematical equations
– Data used to interpret the effect of varying Data used to interpret the effect of varying conditions on microbial growth. conditions on microbial growth.
Integrative Temp function of productIntegrative Temp function of product– Leads to “intelligent” product management Leads to “intelligent” product management
systemssystems– Optimization of food quality and safety at the time Optimization of food quality and safety at the time
of consumptionof consumption
Specification Design Modelling Implementation
Testing/Validation
ImplementationImplementation
Specification Design Modelling Implementation
Testing/Validation
Bio indicator
Colour scheme
Simplest System : Phase 1
Good OK BAD
ImplementationImplementation
Specification Design Modelling Implementation
Testing/Validation
Simplest System : Phase 2
•Discrete Change In addition Phase 1
Good Bad
Eg. Discrete Change At 25oC for more than 2 hours
TestingTesting
Focus on proof of conceptFocus on proof of concept– Period of 24 hours as opposed to 4 Period of 24 hours as opposed to 4
daysdays– Regulated luciferase synthesis that Regulated luciferase synthesis that
corresponds to predicted outcomecorresponds to predicted outcome– Light intensity as a measurement Light intensity as a measurement
(compare with colour scheme strip)(compare with colour scheme strip)
Specification Design Modelling Implementation
Testing/Validation
Time lineTime line Week 3-4 – Modelling + GeneARTWeek 3-4 – Modelling + GeneART
Week 4-6 – Experiment Week 4-6 – Experiment implementationimplementation
Week 7-8 – Testing / ValidationWeek 7-8 – Testing / Validation
Week 9-10 – Polish the project + Week 9-10 – Polish the project + documentationdocumentation
ConclusionConclusion
Cell by date:Cell by date:
– Mimics printed ‘sell by date’ with Mimics printed ‘sell by date’ with additional temperature exposure trackingadditional temperature exposure tracking
– More accurate than conventional methodMore accurate than conventional method
– Will improve consumer healthWill improve consumer health
– Focuses on use of experimentation & proof Focuses on use of experimentation & proof of conceptof concept