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ยฉ2015 Waters Corporation 1
Rapid Evaporative Ionisation Mass
Spectrometry (REIMS) for food & agri-
tech applications
ยฉ2015 Waters Corporation 2
Overview
๏‚ก Real time analysis for food testing
๏‚ก Food authenticity applications
โ€“ Fish & meat speciation
โ€“ Botanical origin of honey
โ€“ Authenticity of PDO butter
โ€“ Phytochemical profiling in herbs
๏‚ก Summary & future study
๏‚ก Acknowledgments
ยฉ2015 Waters Corporation 3
Origins of REIMS
๏‚ก Rapid Evaporative Ionisation Mass
Spectrometry (REIMS) is an emerging
technique that allows rapid characterisation of
biological tissues with no need for sample
preparation
๏‚ก The inventor, Professor Zoltan Takats of
Imperial College, London, created the iKnife, by
connecting an electrosurgical knife to a mass
spectrometer
โ€“ Electrosurgical knives use an electrical current to
rapidly heat tissue, cutting through it while
minimising blood loss
โ€“ In doing so, they vaporise the tissue, creating
smoke that is normally sucked away by extraction
systems but is actually a rich source of biological
information that can provide the surgeon a real-
time decision-making tool
ยฉ2015 Waters Corporation 4
Sample
REIMS instrument configuration
iKnife
Hand-held
sampling device(s)
Diathermy
generator
Informatics system
Source
Xevo G2-XS QTof
& Synapt G2 Si
ยฉ2015 Waters Corporation 5
How does it work?
ยฉ2015 Waters Corporation 6
REIMS for food research workflow
chemometric profiling
iKnife
and Xevo
G2-XS QTof
Model
Generation
Multivariate
statistical
analysis
Different
tissues
Different
species
Different
production
Biomarker ID &
verification
Identification of unknowns by
similarity to database entries
ยฉ2015 Waters Corporation 7
Direct analysis for flexible & rapid
screening
Sub-sampling
Determination
(5s)
Data analysis
(2s)
Report
๏ƒผ Point-of-control analysis
ยฉ2015 Waters Corporation 8
REIMS for Food Security
AGRI-TECHNOLOGY
PROTECTED STATUS
ยฉ2015 Waters Corporation 9
Oceana survey undertaken in 2015
๏‚ก Only 6% of Northern red
snapper fish collected were
truly red snapper (Lutjanus
campechanus)
๏‚ก 84% of tuna sold in sushi
restaurants was escolar
(health effects)
๏‚ก Almost 50% of all grocery
stores visited in Boston sold
mislabelled fish
๏‚ก 31% of cod in Boston was
mislabelled
ยฉ2015 Waters Corporation 10
North Atlantic Cod (Gadus morhua)
Gadidae genus
Glycerophospholipids
PAs
PEs
PCs
PIs
EPA
Eicosapentaenoic
acid
DHA
Docosahexaenoic
acid
Arachidonic acid
Hexadecanoic
acid
Fatty acids
Unsaturated&
saturated
ยฉ2015 Waters Corporation 11
Spot the differences?
REIMS neg ion +IPA 200 ยตl/min + leu enk
Cod
Whiting
Monkfish
Leu enk
[M-H]-
ยฉ2015 Waters Corporation 12
White fish database
Proof-of-concept
Species
Atlantic cod - Gadus morhua
Haddock - Melanogrammus aeglefinus
Atlantic pollock - Pollachius pollachius
Coley - Pollachius Virens
Whiting (lunar whiting) - Merlangius merlangus
Authentic samples obtained from the UK seafish
industry & verified by rtPCR
ยฉ2015 Waters Corporation 13
Preliminary multi-species model
Raw fish muscle
Group Numberofspectra Numberofpasses Numberoffailures Numberofoutliers CorrectClassificationRate
G 2268 2133 135 0 94.05%
Total 2268 2133 135 0 94.05%
Species Cod Coley Haddock Pollock Whiting Total
Cod 638 11 46 0 0 695
Coley 1 260 0 0 7 268
Haddock 51 2 512 0 1 566
Pollock 0 0 0 373 0 373
Whiting 0 16 0 0 350 366
Cross validation results
๏‚ง REIMS negative ionisation acquired in
sensitivity mode on the Xevo G2 XS Qtof
using monopolar knife sampling
๏‚ง Spectral data were acquired between 200-
1200 m/z
๏‚ง 200 biological samples & >2000 spectra
PCA
ColeyPollock
Whiting
Haddock
Cod
PCA/LDA
ยฉ2015 Waters Corporation 14
PROTOTYPE real-time recogniser
software
Question
Which species of fish
are present?
ยฉ2015 Waters Corporation 15
Meat Speciation an Emerging issue in
India (October 2015)
Bos taurus vs. Bison bonasus
ยฉ2015 Waters Corporation 16
Polyunsaturated fatty acid (PUFA)
content
Ca. x1.6
Arachidonic acid
โ„ฆ6
C20H32O2
Eicosapentaenoic acid
โ„ฆ3
C20H30O2
Ca. x7
๏ƒผ Good ratio of โ„ฆ3:6 acids
ยฉ2015 Waters Corporation 17
PROTOTYPE real-time recogniser
software
ยฉ2015 Waters Corporation 18
Food Fraud & authenticity applications
ยฉ2015 Waters Corporation 19
REIMS spectra
Kaempferol
Apigenin
Oleanolic acid /
ursolic acid
Herbs & spices
PDO status Belgian butter
Botanical origin of
honey
Essential โ„ฆ6 fatty acid
โ„ฆ9
Galangin
Myricetin
Geographical origin of coffee
Caffeine
Tanzania
Peru
Kenyan
Colombian
ยฉ2015 Waters Corporation 20
Summary & future prospects
๏‚ก REIMS for food authenticity?
โ€“ Direct analysis technique results possible in seconds
o New ionisation technique
โ€“ Simplicity of operation & potential for automation
โ€“ Point-of-control analysisโ€ฆ bringing the analysis to the sample
o RTR software commercialisation June 2016
๏‚ก Chemometric profiling
โ€“ Holistic profiling of the sample for QC
โ€“ Detection of the โ€œunexpectedโ€ for authenticity
o Potential to identify & verify unique product markers
๏‚ก Liquid sampling REIMS
โ€“ Alcoholic beverages; fruit juices; milk & edible oils
ยฉ2015 Waters Corporation 21
Acknowledgements
๏‚ก Prof Zoltan Takats (Imperial College, London)
๏‚ก Dr Simon Hird, Dr Jonathan Williams, Dr Emrys Jones, Dr Julia Balog,
Dr Steve Pringle, Dr Mike Morris, Dr Jackson Pope (Waters, Manchester
and Budapest)
๏‚ก Prof Chris Elliott, Dr Olivier Chevallier, Connor Black (Queens
University, Belfast)

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Rapid evaporative ionisation mass spectrometry (REIMS) for Food applications - Waters Corporation Food Research

  • 1. ยฉ2015 Waters Corporation 1 Rapid Evaporative Ionisation Mass Spectrometry (REIMS) for food & agri- tech applications
  • 2. ยฉ2015 Waters Corporation 2 Overview ๏‚ก Real time analysis for food testing ๏‚ก Food authenticity applications โ€“ Fish & meat speciation โ€“ Botanical origin of honey โ€“ Authenticity of PDO butter โ€“ Phytochemical profiling in herbs ๏‚ก Summary & future study ๏‚ก Acknowledgments
  • 3. ยฉ2015 Waters Corporation 3 Origins of REIMS ๏‚ก Rapid Evaporative Ionisation Mass Spectrometry (REIMS) is an emerging technique that allows rapid characterisation of biological tissues with no need for sample preparation ๏‚ก The inventor, Professor Zoltan Takats of Imperial College, London, created the iKnife, by connecting an electrosurgical knife to a mass spectrometer โ€“ Electrosurgical knives use an electrical current to rapidly heat tissue, cutting through it while minimising blood loss โ€“ In doing so, they vaporise the tissue, creating smoke that is normally sucked away by extraction systems but is actually a rich source of biological information that can provide the surgeon a real- time decision-making tool
  • 4. ยฉ2015 Waters Corporation 4 Sample REIMS instrument configuration iKnife Hand-held sampling device(s) Diathermy generator Informatics system Source Xevo G2-XS QTof & Synapt G2 Si
  • 5. ยฉ2015 Waters Corporation 5 How does it work?
  • 6. ยฉ2015 Waters Corporation 6 REIMS for food research workflow chemometric profiling iKnife and Xevo G2-XS QTof Model Generation Multivariate statistical analysis Different tissues Different species Different production Biomarker ID & verification Identification of unknowns by similarity to database entries
  • 7. ยฉ2015 Waters Corporation 7 Direct analysis for flexible & rapid screening Sub-sampling Determination (5s) Data analysis (2s) Report ๏ƒผ Point-of-control analysis
  • 8. ยฉ2015 Waters Corporation 8 REIMS for Food Security AGRI-TECHNOLOGY PROTECTED STATUS
  • 9. ยฉ2015 Waters Corporation 9 Oceana survey undertaken in 2015 ๏‚ก Only 6% of Northern red snapper fish collected were truly red snapper (Lutjanus campechanus) ๏‚ก 84% of tuna sold in sushi restaurants was escolar (health effects) ๏‚ก Almost 50% of all grocery stores visited in Boston sold mislabelled fish ๏‚ก 31% of cod in Boston was mislabelled
  • 10. ยฉ2015 Waters Corporation 10 North Atlantic Cod (Gadus morhua) Gadidae genus Glycerophospholipids PAs PEs PCs PIs EPA Eicosapentaenoic acid DHA Docosahexaenoic acid Arachidonic acid Hexadecanoic acid Fatty acids Unsaturated& saturated
  • 11. ยฉ2015 Waters Corporation 11 Spot the differences? REIMS neg ion +IPA 200 ยตl/min + leu enk Cod Whiting Monkfish Leu enk [M-H]-
  • 12. ยฉ2015 Waters Corporation 12 White fish database Proof-of-concept Species Atlantic cod - Gadus morhua Haddock - Melanogrammus aeglefinus Atlantic pollock - Pollachius pollachius Coley - Pollachius Virens Whiting (lunar whiting) - Merlangius merlangus Authentic samples obtained from the UK seafish industry & verified by rtPCR
  • 13. ยฉ2015 Waters Corporation 13 Preliminary multi-species model Raw fish muscle Group Numberofspectra Numberofpasses Numberoffailures Numberofoutliers CorrectClassificationRate G 2268 2133 135 0 94.05% Total 2268 2133 135 0 94.05% Species Cod Coley Haddock Pollock Whiting Total Cod 638 11 46 0 0 695 Coley 1 260 0 0 7 268 Haddock 51 2 512 0 1 566 Pollock 0 0 0 373 0 373 Whiting 0 16 0 0 350 366 Cross validation results ๏‚ง REIMS negative ionisation acquired in sensitivity mode on the Xevo G2 XS Qtof using monopolar knife sampling ๏‚ง Spectral data were acquired between 200- 1200 m/z ๏‚ง 200 biological samples & >2000 spectra PCA ColeyPollock Whiting Haddock Cod PCA/LDA
  • 14. ยฉ2015 Waters Corporation 14 PROTOTYPE real-time recogniser software Question Which species of fish are present?
  • 15. ยฉ2015 Waters Corporation 15 Meat Speciation an Emerging issue in India (October 2015) Bos taurus vs. Bison bonasus
  • 16. ยฉ2015 Waters Corporation 16 Polyunsaturated fatty acid (PUFA) content Ca. x1.6 Arachidonic acid โ„ฆ6 C20H32O2 Eicosapentaenoic acid โ„ฆ3 C20H30O2 Ca. x7 ๏ƒผ Good ratio of โ„ฆ3:6 acids
  • 17. ยฉ2015 Waters Corporation 17 PROTOTYPE real-time recogniser software
  • 18. ยฉ2015 Waters Corporation 18 Food Fraud & authenticity applications
  • 19. ยฉ2015 Waters Corporation 19 REIMS spectra Kaempferol Apigenin Oleanolic acid / ursolic acid Herbs & spices PDO status Belgian butter Botanical origin of honey Essential โ„ฆ6 fatty acid โ„ฆ9 Galangin Myricetin Geographical origin of coffee Caffeine Tanzania Peru Kenyan Colombian
  • 20. ยฉ2015 Waters Corporation 20 Summary & future prospects ๏‚ก REIMS for food authenticity? โ€“ Direct analysis technique results possible in seconds o New ionisation technique โ€“ Simplicity of operation & potential for automation โ€“ Point-of-control analysisโ€ฆ bringing the analysis to the sample o RTR software commercialisation June 2016 ๏‚ก Chemometric profiling โ€“ Holistic profiling of the sample for QC โ€“ Detection of the โ€œunexpectedโ€ for authenticity o Potential to identify & verify unique product markers ๏‚ก Liquid sampling REIMS โ€“ Alcoholic beverages; fruit juices; milk & edible oils
  • 21. ยฉ2015 Waters Corporation 21 Acknowledgements ๏‚ก Prof Zoltan Takats (Imperial College, London) ๏‚ก Dr Simon Hird, Dr Jonathan Williams, Dr Emrys Jones, Dr Julia Balog, Dr Steve Pringle, Dr Mike Morris, Dr Jackson Pope (Waters, Manchester and Budapest) ๏‚ก Prof Chris Elliott, Dr Olivier Chevallier, Connor Black (Queens University, Belfast)