Federal Department of Economic Affairs, Education and Research EAER Agroscope
Flavour analysis in dairy and meat products
Dr. Katharina Breme Food Analytics
Agroscope Liebefeld-Posieux Research Station ALP-Haras
katharina.breme@agroscope.admin.ch
http://www.agroscope.admin.ch
Topics
• Agroscope Liebefeld-Posieux Research Station ALP-Haras
• Flavour formation in dairy products
• Flavour analytics at Agroscope
3
EAER
Fed. Dep of Economic Affairs, Education&Research (Eidg. Dep. Wirtschaft, Bildung&Forschung WBF)
Agroscope
Agroscope Reckenholz-
Tänikon ART Agroscope
Liebefeld- Posieux
ALP
Agroscope Changins- Wädenswil
ACW FOAG Fed. Office for Agriculture
SECOState Secretariat for Economic
Affairs
SERI State Secretariat
for Education, Research and Innovation
FONES Fed. Office for
National Economic
Supply
FHO Fed. Housing
Office
Swiss National Stud Farm
Avenches Haras
ALP-Haras since 01.01.2008
Agroscope ALP-Haras within the Federal
Administration
Agroscope
• research, teaching, consulting and enforcement
• managed according to MPM (management by performance mandate&global budget)
• differs from universities of applied sciences (FH) and Swiss Institute of Technology (ETH)
• longtime effect oriented research in chosen topics
• unique infrastructure, strongly used by universities and institutes
• important reorganisation over the last few years
• reduction of sites, enforced collaborations (national, international)
• less research funding from federal department, more third-party funds
• member of the R&D-pool Swiss Food Research (SFR)
5
-
Processing -
Production
ALP-Haras: Expertise throughout the whole value chain
From Animal Feed to Comestible Food
Feedstuffs
Meat and meat processing
Milk and milk processing
Honey
Nutrition Livestock
Cattle, pigs, sheep, bees, horses
Horse
Keeping, education, biodiversity,
health, ethology
The horse as a product in
society
Research along the value-added chain for
milk and meat
Healthy & sustainable
nutrition
• launch of systematic collection in the 1920ies
• lactic acid bacteria (LAB) from milk, cheese, whey with focus on thermophilic species
• propionic acid bacteria, few mesophilic bacteria
• 1980, 1990
• NSLAB: facultatively heterofermentative lactobacilli → prevention of late blowing in Emmental cheese
• microorganisms from cheese surface smear
• over the last years
• potentially probiotic microorganisms
• more mesophilic LAB (lactococci)
• microorganisms from fermented sausages
• biodiversity: most likely due to use of individual „home flora“ of each cheese production unit during collection period of strains
Strain collection
S. Orla-Jensen, microbiologist, worked at the research station in the beginning of the 20
thcentury
Strain collection contact: Dr. Noam Shani noam.shani@agroscope.admin.ch or Dr. Elisabeth Eugster-Meier elisabeth.eugster@agroscope.admin.ch
7
• started over 100 years ago
• today, 35 commercial starter, secondary and adjunct cultures (liquid and freeze-dried)
• approx. 95‘000 bottles (100 mL) sold in 2012
• exclusively for the Swiss market: traditional Swiss cheeses
Agroscope culture production
Excellent scores for traditional Swiss cheeses at the Cheese World Championship
Culture production contact Christoph Kohn: christoph.kohn@agroscope.admin.ch
Flavour formation in dairy products
9
Strecker aldehydes
sulphur compounds
phenylacetaldehyde, -ethanol
Acetaldehyde, phenol
….
Milk
Lactose citrate
Pyruvate α-acetolactate casein
peptides
Amino acids AA triglycerides
Free fatty acids
FFA
Flavour formation in dairy products: degradation of milk constituents
A.E.M. Boelrijk et al. Flavour generation in dairy products, In Dairy processing, G. Smit: CRC Press Boca Raton USA, 2003, 130–148 B. d’Acampora et al. Flavour formation, In Handbook of dairy food analysis, L.M.L. Nollet&F. Toldra: CRC Press Boca Raton USA, 2010, 277–288
W.J.M. Engels et al. Flavour formation in cheese, In Dairy processing, G. Smit: CRC Press Boca Raton USA, 2003, 492–507 degradation of
milk fat (lipolysis)
degradation of milk proteins (proteolysis)
methyl ketones sec. alcohols
lactones aldehydes
alcohols
… esters
Diacetyl Acetoin Acetaldehyde
Acetic acid
Lactic acid, lactate:
mild-sour taste
• fermented dairy products: e.g. yoghurt, cheese…
• fermentation mainly by lactid acid bacteria (LAB)
• main purpose: conservation
• rapid conversion of lactose into lactic acid through LAB
• reduction of pH, lowering of redox potential
• growth inhibition of undesired bacteria, e.g. pathogenes
• volatile organic flavour compounds are generated during/through ripening and fermentation
• hard- and semi-hard cheeses: important microbial flavour formation through degradation of milk proteins (catabolism of AA)
Microbial flavour formation in dairy products
W.J.M. Engels et al. Flavour formation in cheese, In Dairy processing, G. Smit: CRC Press Boca Raton USA, 2003, 492–507
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Flavour analytics at Agroscope
Source: Switzerland Cheese Marketing AG
• how do we get the flavour out of the product and into an analytical instrument?
• and how can an analytical intrument evaluate a sensory perception such as smell?
Source: Stern.de
http://www.stern.de/wissen/natur/duftrekorde r-japaner-zeichnen-gerueche-auf-
564399.html
© Michael Urban/DDP
Flavour analysis....
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1. sampling & sample preparation (extraction, concentration....)
2. separation of target analytes
• odorant compounds => volatile organic compounds (VOC) => gas chromatography GC
3. detection, identification and data processing
Sample
Solution
Sample preparation
(classical extraction, headspace HS techniques)
Extract
(sample)
Analysis GC
Flavour analysis: three steps
14
Extraction of volatile organic compounds, for example by headspace solid-phase microextraction HS-SPME
• dairy and meat products: extraction in HS
• aqeous samples: immersion possible
• use of different polymer coatings depending on application
• important parameters: fibre coating, equilibration, temperature, time, agitation, addition of salt…
Stop for manual application
Piston
Fibre with polymer coating Needle
plunger
Support
Breme K. Analyse d'extraits naturels parfumants par GC/Olfactométrie: Application à des extraits de Brassicales et d'Astérales (French Edition), ISBN 978-6131501517, Éditions Universitaires Européennes: Saarbrücken, Germany, 2010, 280 pp. Images: CTC CombiPAL
15
1. sampling & sample preparation (extraction, concentration....)
2. separation of target analytes
• odorant compounds => volatile organic compounds (VOC) => gas chromatography GC
3. detection, identification and data processing
Sample
Solution
Sample preparation
(classical extraction, headspace HS techniques)
Extract
(sample)
Analysis GC
Flavour analysis: three steps
GC
physical detection
GC-MS
GC/FID GC/element specific detection
Identification . MS data bases, LRI, co-inj
Quantification EC, AC, IC
Heteroatom. comp.
N-, S-compounds (VNC, VSC)
Detector(FID, MS…) Injector
Capillary separative column
Analysis GC
(1D, 2D)
17 Structure Name / Odor description Occurence
Perception threshold in
water (ppt)
1-p-menthene-8-thiol
grapefruit
0.1
Furfurylthiol
roasted coffee 6
Dimethyl trisulphide
rotten cabbage, onion 10
Dimethyl disulphide
cabbage
160
Methional
baked potatoe
200
Dimethyl sulphide
cooked cabbageonion, garlic
300
Diacetyl
butter
6500
Volatile sulphur compound (VSC) analytics
The GC-MS/PFPD experimental setup at Agroscope ALP-Haras:
A GC (Thermo Finnigan Trace GC) is equipped with a mass spectrometer (Thermo Scientific DSQ II Single Quadrupole) and a PFPD (O.I. Analytical, detector model 5380) to simultaneously measure MS trace and the sulphur specific response
chromatogramme
• VSCs: essential to the characteristic flavour of many foods
• often key flavour compounds: low odour thresholds, trace compounds
• detection by human nose, but not always by classical physical detectors (MS)
• element specific detection: e.g. pulsed-flame photometric detection PFPD
Fuchsmann P., Irmler S., Breme K. Volatile sulphur compounds in cheeses – an odorous analytical challenge, Chimia: Highlights of Analytical Sciences in Switzerland 2013, submitted.
http://www.leffingwell.com/odorthre.htm, 11.11.2012
O
SH
S S
S
SH
O
O
S S
S
S H
O
GC
physical detection
GC physiological detection:
Olfactometry Analysis
GC
(1D, 2D)
GC-MS
GC/FID GC/element specific detection
.
Identification
Known compound
Unknown compound
Isolation
NMR 1D, 2D, HRMS,
IR Synthesis
Identification
Identification MS data bases, LRI, co-inj
Quantification EC, AC, IC
Heteroatom. comp.
N-, S-compounds (VNC, VSC)
odorant compounds
odour quality&impact
19
Water
Joystick
Joystick Air
Capillary column Injector
Gas chromatograph
Physical detector FID, PFPD…
Splitter
Mass spectrometer
Air
Y
Water
GC-Olfactometry (GC-O)
Odour-active compounds Volatile compounds Chromatogramme (physical detector)
Aromagram (human nose)
GC-Olfactometry (GC-O)
21
1. sampling & sample preparation (extraction, concentration....)
2. separation of target analytes
• odorant compounds => volatile organic compounds (VOC) => gas chromatography GC
3. detection, identification and data processing
Sample
Solution
Sample preparation
(classical extraction, headspace HS techniques)
Extract
(sample)
Analysis GC
Flavour analysis: three steps
• volatile and odorant compound profiles (GC-MS/PFPD, GC- Olfactometry, panel) to distinguish samples
• identification of new odour compounds, determination of off- flavours
• development and optimisation of extraction and enrichment procedures
• target molecule quantification (certified lab, validated methods)
• analysis of volatile sulphur compounds
• focus on milk and meat products and honey
Flavour analytic inquiries at Agroscope
23
07-32-72 1. Versuchstag
0 1 2 3 4 5 6
Kontrolle FAM1233 FAM18098 FAM8407 FAM18108 &
FAM18110
Menge in mmol / kg
Serin Threonin α-Aminobuttersäure
• investigation of bacterial metabolic pathways
• search for biomarkers coding for specific aroma
• defining and improving the characteristic flavour of dairy and meat products
• flavour analytics: characterisation/quantification of target aroma compounds
• sensory analyses: preferences
• effect of culture addition in end product
• flavour analytics: GC-MS/PFPD, GC-O
• sensory analyses: analytical tests, hedonic consumer tests
Flavour research & strain collection:
enhancement of natural flavours
GC-O aroma profile comparison of differently fabricated butter samples 5.00 10.00 15.00 20.00 25.00 30.00 35.00
creamy sour
cooked milk
cooked milk greasy
coconut
peach
t (min) creamy
greasy
HS-SPME-GC-MS-Olfactometry results: butter
Coconut, peach:
lactones
• lactones: potent flavour compounds for nutty and fruity notes
• investigation of potential of LAB to produce lactones in cream as a raw material for butter production
• supplementation with supposed precursors: hydroxy fatty acids
25 Lucchetti et al. Formation of lactones by Lactococcus lactis subsp. lactis biovar. diacetylactis during fermentation in cream, 7th International Conference on Chemical
Reactions in Foods, 14–16 Nov 2012, Prague, Czech Republic. The authors thank the Bioflavour COST Action FA0907 for financial support
Microbial enhancement of fruity-nutty flavour in cream
0.05
0.05 0.03
0.03 0.01
0.01
0.1 0.1 0.3 0.5 0.7
0.7 0.5 0.3
peak area lactone/peak area ISpeak area lactone/peak area IS
LAB strain FAM18027 from the Agroscope strain collection seems to form lactones during fermentation
Trial n 1
• incubation of cream
• formation of octa- and decalactone
• HS-SPME-GC-MS
Trial n 2
• fermentation of cream
• chosen LAB strain
• formation of C8- and C10-lactone
GC-MS-Olfactometry results
• odour-active zones in chromatogramme
• classification of employed vocabulary into odour families for data processing
Odour family Examples of vocabulary used by the olfactometry judges Meaty-sulphury
Bouillon, Popcorn, roasted, Basmati rice, meat, burnt, potatoes, garlic, salami, coffee, vegetables, cabbage, onions
Fatty Grass, hay, fried fat, oxidised, citrus, soapy, green Spicy Pepper, mint, terpenes, pine
Fruity Sweet, ester, fruity, peach, banana, apple Metallic Mushroom, earthy, woody, pilzig
Buttery Milk, butter, cream, caramell, malt
Animcalic-cheesy Cheesy, rancid, moldy, sweaty, animal, urine, feces Chemical Solvent, chemical, artificial, plastic
Flowery Honey, rosy, flowery, almond
Odour-active compounds
Volatile compounds
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e.g. α-pinene e.g. 2-methyl-3-furanethiol
greasy
spicy
fruity
metallic
e.g. 1-octene-3-ol
buttery animalic-rancid
e.g. butyric acid e.g. phenylethanol
chemical floral
meaty-sulphury
GC-O spiderweb with odour family frequency of a salami sample GC-O spiderweb with odour family frequency of a cheese sample
e.g. hexanal
e.g. 2,3-butanedione (diacetyl) e.g. 3-methylbutanal
Meaty-sulphury greasy
spicy
fruity
metallic buttery
animalic-rancid chemical
floral roasted
e.g.
2-methylpropylethanoate e.g.
2-acetyl-1-pyrroline
HS-SPME-GC-MS-Olfactometry results
Vocabulary and odour families are matrix-dependent!
Odour profiles of different salami by HS-SPME-GC-MS-O
29
Monitoring of target aroma-active key VSCs in Cheddar during ripening by GC/PFPD
0.00 0.50 1.00 1.50 2.00 2.50 3.00 3.50 4.00
Square root (Area compound/Area ISTD)
MS signal PFPD signal
Me2SO2
DMSO
DMTS DMDS
ISTD2 ISTD1 MeSH DMS
H2S
CS2
Acetic acid Butanoic acid Hexanoic acid Octanoic acid
Acetoin
Comparison of the MS-TIC (total ion count) signal vs. PFPD signal of cheese headspace
C H
H H
S H
S H
S H
Dimethyl sulfide Methanethiol
Hydrogen sulfide
…..
Evolution of target VSCs (H
2S, MeSH, DMS, DMDS and DMTS) during ripening Over 24 hours, 30, 60 and 90 days
1: FAM4067, 2: FAM18101, 3: FAM18108, 4: FAM18110 (reference), 5: FAM18149, 6: Reference sampled after 24 hours of cheese ripening and stored at –40C for 90d.Total amount of target VSCs in model Cheddar cheese
30 days 60 days
1 2 3 4 5 6
90 days
1 day
Bogicevic, B. et al. A preliminary study on the effect of Lactobacillus casei expressing ctl1/ctl2 on Cheddar cheese and the formation of sulphur-containing compounds, Int. Dairy J., 2013, accepted manuscript: DOI information 10.1016/j.idairyj.2013.05.005
Fuchsmann P. et al. GC/PFPD monitoring of volatile sulfur compounds produced by metabolism of sulfur-containing amino acids in model cheddar cheeses during ripening, 6th IDF Cheese Ripening and Technology Symposium, 21 24 May 2012, Madison/Wisconsin, USA.
Volatile sulphur compounds (VSC) in cheese by HS-SPME-GC/PFPD
Fuchsmann P., Irmler S., Breme K. Volatile sulphur compounds in cheeses – an odorous analytical challenge, Chimia: Highlights of Analytical Sciences in Switzerland 2013, submitted.
Pulsed-flame photometric detector sulphur specific trace comparison between three different cheeses produced
in Switzerland
31
Target aroma-active key VSCs and their odour impact in Swiss Tilsit by GC/PFPD and GC-O
C H
H H
S H
S H
S H
Dimethyl sulfide Methanethiol
Hydrogen sulfide
…..
Fuchsmann P., Brügger Y.-A., Breme K., Identification, quantification and odor impact of selected volatile sulfur compounds in Swiss Tilsit cheese by headspace- GC/pulsed flame photometric detection and GC-Olfactometry, 10th Wartburg Symposium on Flavor Chemistry & Biology, April 16th–19th, 2013, Eisenach, Germany
Acquisniff® software: developed and provided by INRA, distributed by INRA Transfert, F-75015 Paris, France. AcquiSniff@clermont.inra.fr
GC/PFPD signal of Tilsit headspace extracted with a CAR/PDMS 85 μm
1cm SPME fibre
GC-Olfactometry aromagram of Tilsit cheese indicating identified odorant VSCs and odour descriptors
Data processing by taking into account detection frequency and odour intensity using the Acquisniff
®software
12 14 16 18 20 22 24
0 5000000 10000000 15000000 20000000 25000000 30000000 35000000 40000000 45000000 50000000 55000000 60000000 65000000 70000000
Counts
Time (min)
S O
S O O S
S S
S S S S
O S
C S
S C H O
S H C H 3 S H
0 2 4 6 8 10
Time (s)
960 940 920 900 880 860 840 820 800 780 760 740 720 700 680 660 640 620 600 580 560 540 520 500 480 460 440 420 400 380 360 340 320 300 280 260 240 220 200 180 160 140 120 100 80 60 40 20 1 1 1 0.9 0.9 0.9 0.9 0.9 0.8 0.8 0.8 0.8 0.8 0.7 0.7 0.7 0.7 0.7 0.6 0.6 0.6 0.6 0.6 0.5 0.5 0.5 0.5 0.5 0.4 0.4 0.4 0.4 0.4 0.3 0.3 0.3 0.3 0.3 0.2 0.2 0.2 0.2 0.2 0.1 0.1 0.1 0.1 0.1 0.0 0.0 0
Total olfactive signal (TOS) Mean detection frequency x mean intensity
Identified odorant VSCs Other odorant compounds
1 cheesy, sulfury Methanethiol
(MeSH)
3 sulfury, onion, cooked Dimethyl disulfide
(DMDS)
4 onion, sulfury, cabbage Dimethyl trisulfide
(DMTS) 2 sulfury,
cooked Dimethyl sulfide
(DMS)
1
2 3
4
480 940
0.9
0.5