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Chemistry and Biology of Aroma and Taste
Discovery of a Thiamine-Derived Taste Enhancer in Process Flavors Laura Brehm, Manon Jünger, Oliver Frank, and Thomas Hofmann J. Agric. Food Chem., Just Accepted Manuscript • DOI: 10.1021/acs.jafc.9b01832 • Publication Date (Web): 30 Apr 2019 Downloaded from http://pubs.acs.org on April 30, 2019
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Journal of Agricultural and Food Chemistry
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Discovery of a Thiamine-Derived Taste Enhancer
2
in Process Flavors
3 4
Laura Brehm1, Manon Jünger1, Oliver Frank1 and Thomas Hofmann1,2,3*
5 6
1Chair
7
München, Lise-Meitner-Str. 34, D-85354 Freising, Germany, and 2Bavarian Center for
8
Biomolecular Mass Spectrometry, Gregor-Mendel-Straße 4, D-85354 Freising,
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Germany. 3 Leibniz-Institute for Food Systems Biology, Technical University of Munich,
10
of Food Chemistry and Molecular and Sensory Science, Technische Universität
Lise-Meitner-Strasse 34, D-85354 Freising, Germany
11 12 13 14 15 16 17
*
18
PHONE
+49-8161/71-2902
19
FAX
+49-8161/71-2949
20
E-MAIL
[email protected] To whom correspondence should be addressed
21 22
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ABSTRACT
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Targeted quantitation of 48 basic taste-active compounds in commercial meat-like
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process flavors, calculation of dose-over-threshold factors, and basic taste re-
28
engineering, followed by activity-guided fractionation revealed, next to L-glutamate and
29
5’-ribonucleotides, a series of N-acetylated amino acids and S-((4-amino-2-
30
methylpyrimidin-5-yl) methyl)-L-cysteine as taste modulating compounds. The N-
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acetylated amino acids imparted kokumi enhancement with rather high taste
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thresholds ranging up to 1800 µmol/L (N-acetyl methionine) in model broth. In
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comparison, S-((4-amino-2-methylpyrimidin-5-yl) methyl)-L-cysteine, found to be
34
formed by a Maillard-type reaction of thiamine and cysteine, is reported for the first
35
time to exhibit strong kokumi enhancement above a low threshold concentration of 120
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µmol/L (model broth). These results will open new avenues towards a knowledge-
37
based optimization of thiamine-containing process flavors.
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KEYWORDS: sensomics, kokumi, process flavors, Maillard reaction, thiamine, taste
41
modulation
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Journal of Agricultural and Food Chemistry
INTRODUCTION
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In the western world the number of vegetarians and vegans is increasing over time.1
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Thus, the market for vegetarian and vegan substitution products is growing.2 To fulfill
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the request of the consumers for vegetarian and vegan foods, so-called process flavors
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are used to deliver the attractive flavor profile of thermally treated chicken, beef, and
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pork, respectively, without using any animal-derived ingredients.3,4 The International
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Organization of the Flavor Industry (IOFI) defines process flavors as a thermal process
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flavoring prepared for its flavoring properties by heating food ingredients and/or
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ingredients permitted for use in foodstuffs or in process flavorings.5,6 In process flavor
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manufacturing,
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ribonucleotides, phospholipids, yeast extracts, and hydrolyzed vegetable protein,
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respectively, are thermally treated under controlled conditions (temperature, reaction
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time, pH).5
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components like amino acids and peptides, the formation of Strecker aldehydes and
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acids from amino acids, as well as the formation of meaty odorants from thiamine are
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considered the most important reactions leading to the generation of process flavors.4,5
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Although the consumer’s acceptance of thermally processed foods is also
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influenced by non-volatile taste-active compounds, flavor research has been mainly
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focused just on the volatile aroma fraction.7 However, the umami and kokumi tasting
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substances also play an important role for the savory and meaty taste impression of
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process flavors. Besides L-glutamate and ribonucleotides, several taste modulating
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molecules have been found to be generated by Maillard-type reactions,8–12 e.g. the
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sweet and umami enhancing alapyridaine from alanine and hexoses,8 the umami
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enhancing
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ribonucletide 5’-GMP and reducing carbohydrates,9 and the kokumi enhancing N-(1-
precursors
like
amino
acids,
reducing
sugars,
thiamine,
The Maillard reaction between reducing carbohydrates and amino
N2-(1-carboxyethyl)
guanosine
monophosphate
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from
the
yeast’s
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methyl-4-oxoimidazolidin-2-ylidene) α-amino acids from creatinine and reducing
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carbohydrates.10 Several studies investigated the taste activity of thermally processed
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mixtures of peptides and carbohydrates, e.g. the molecular weight fraction of 1 to 5 kDa
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isolated from a reaction mixture of hydrolyzed soybean protein or sunflower protein,
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respectively, with carbohydrates were reported to significantly increase the kokumi
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activity, mouthfullness and continuity of savory broth solutions.11,12
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In recent years, the so-called sensomics approach and using the taste dilution
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analysis (TDA) and the comparative taste dilution analysis (cTDA), respectively, to
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locate and identify the key molecules imparting the typical taste of foods and model
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reaction systems, revealed previously unknown taste modulators in chicken broth,
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cooked crustaceans, thermally processed avocado, stewed beef meat/vegetable
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broth, and golden chanterelles.9,10,13–18
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Although there is a strongly growing market for meaty process flavors, the
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knowledge on the chemical structure and formation mechanisms of taste enhancing
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molecules generated from natural materials during process flavor manufacturing is still
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rather fragmentary. Any knowledge of such previously unknown taste enhancers would
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help to optimize the recipe and the manufacturing parameters targeting premium
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process flavors with meat-like authenticity. The objective of present study was to
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apply the sensomics approach for the first time on commercial process flavors in order
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to locate, identify, and sensorially characterize the key taste and taste modulating
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principles.
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MATERIALS AND METHODS
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Chemicals. The following compounds were obtained commercially: acetonitrile,
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methanol (J.T. Baker, Netherlands), ethyl acetate (VWR, AnalaR Normapur, France),
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formic acid, (Merck, Darmstadt, Germany). Solvents used for LC-MS/MS analysis were
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of LC-MS grade (Honeywell, Seelze, Germany). Water for HPLC separation was
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purified using a Milli-Q water advantage A10 water system (Millipore, Schwalbach,
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Germany). For sensory analysis, bottled water (Evian, Danone, Wiesbaden, Germany)
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was used. Yeast extract (Gistex XII LS) was obtained from Food Ingredients
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Distribution (Werne, Germany).
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nucleosides, nucleotides, carbohydrates, and the N-acetyl amino acids N-acetyl
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alanine (1), N-acetyl isoleucine (2), N-acetyl leucine (3), N-acetyl methionine (4), N-
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acetyl phenylalanine (5), and N-acetyl tyrosine (6) were obtained from Sigma Aldrich
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(Steinheim, Germany). Stable isotope labeled amino acids, organic acids, nucleotides,
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and nucleosides were purchased from Cambridge Isotope Laboraties Inc (Tewksbury,
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MA, USA). N-((4-Amino-2-methylpyrimidin-5-yl) methyl) formamide (7) was purchased
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from Carbosynth (Berkshire, United Kingdom). Deuterated solvents were obtained
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from
111
monophosphate, N2-(ß-D-glucosyl) guanosine monophosphate, and the labeled
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standard N2-([13C3]-1-Carboxyethyl)-guanosin-5’-monophosphat were synthesized as
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reported recently.9 Eight commercially available meat-like process flavors, three of
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them made without using yeast extract (PF1-PF3) and four of them containing yeast
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extract (PF4-PF8), wherein PF1-PF7 contained thiamine as ingredient were obtained
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from the food industry. For the sensory detection of taste modulating compounds, a
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model broth was prepared by dissolving sodium chloride (2.9 g), monosodium L-
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glutamate (1.9 g), maltodextrin (6.4 g), and yeast extract (2.1 g) in water (1 L).
Sigma
Aldrich
L-amino
(Steinheim,
acids, organic acids, inorganic acids,
Germany).
N2-(1-Carboxyethyl)
guanosine
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Quantitative Analysis of Basic Taste Compounds. For quantitation of the
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basic tastants, a defined amount (1 mg) of the process flavor (PF1 - PF8) was ACS Paragon Plus Environment
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dissolved in water (1 mL) and, after membrane filtration (0.45 µm), the sample was
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analyzed directly or after 1:5 dilution with water prior to analysis. The quantitation of
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cations, anions and carbohydrates was performed by means of high-performance ion
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chromatography (HPIC)16 and the free amino acids,14,16,19,20 nucleotides and
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nucleosides,13 N-modified nucleotides,9 organic acids,18,20 and γ-glutamyl peptides19
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were quantitated by means of LC-MS/MS following the procedures reported earlier.
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Sequential Solvent Fractionation of Process Flavor PF5. A portion (30 g) of
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PF5 was dissolved in water (200 mL), extracted with distilled ethyl acetate (2 x 200
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mL), and the combined organic layers were separated from solvent in vacuum to obtain
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the ethyl acetate extractables. The residual aqueous layer was freeze-dried, an aliquot
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of the lyophilizate (2.5 g) was dissolved in water (10 mL) and extracted with acetonitrile
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(20 mL). After phase separation, the upper acetonitrile phase was decanted and the
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water phase was extracted with acetonitrile (4 times, 20 mL each). The acetonitrile
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(ACN) phases were combined, the solvent was removed in vacuum, and the residue
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as well as the remaining water phase were lyophilized to afford the ACN extract and
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the water solubles. The extracts were stored at -20 °C until further use.
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Size Exclusion Chromatography (SEC) of the ACN-Extract. An aliquot of the
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lyophilized ACN-extract (500 mg) was dissolved in water (5 mL) and applied onto a
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glass column packed with LH-15 material (GE, Healthcare, Uppsala, Sweden). The
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compounds were eluted with water adjusted to pH 4.0 (with formic acid) and with a
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flow rate of 3 mL/min. The effluent was detected at λ=200 nm by means of an UV
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detector (UV-2075, Jasco, Groß-Umstadt, Germany) and separated into eight fractions
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(fractions SEC-I – SEC-VIII). To collect the fractions a CF-2 Fraction Collector
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(Spectrum Europe B.V., Breda, Netherlands) was used. The combined fractions were
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lyophilized and stored at −20 °C prior to sensory experiments and chemical analysis.
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Subfractionation of SEC-Fraction III. Aliquots of the lyophilized SEC
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fraction III (250 mg) were dissolved in water (10 mL). After membrane filtration
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(0.45 μm) the solution was fractionated on a 250 x 10 mm i.d.,10 µm, Nucleodur-C18-
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Pyramid column (Machery Nagel, Dueren, Germany). Monitoring the effluent with an
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UV-detector (λ=254 nm), chromatography was performed at a flow rate of 4.5 mL/min
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using aqueous formic acid (0.1%) as solvent A and acetonitrile as solvent B. Starting
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with 0% B for 5 min, the gradient was increased to 60% B in 22 min. Within another 2
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min the gradient was increased to 100% B and maintained for 1 min. Afterwards, the
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column was conditioned to 0% B in 2 min and held for 3 min for equilibration. The
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HPLC effluent was collected separately into eleven fractions, namely SEC-III-1 to SEC-
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III-11, lyophilized and stored at −20 °C prior to sensory experiments and chemical
157
analysis.
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Identification of Taste-Modulating Compounds in Subfraction III-1. The
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lyophilized HPLC fraction III-1 (20 mg) was taken up in water (2 mL), membrane filtered
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(0.45 µm) and, then, separated by means of semipreparative hydrophilic interaction
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liquid chromatography (HILIC-HPLC) on a 250 × 21.5 mm i.d., 10 µm, TSKgel Amide-
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80 column (Tosoh Bioscience, Stuttgart, Germany). Monitoring the effluent with an UV-
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detector (λ=254 nm), chromatography was performed at a flow rate of 8 mL/min using
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aqueous formic acid (0.1%) as solvent A and acetonitrile as solvent B. Starting with
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80% B for 3 min, the gradient was decreased to 0% B in 9 min and held for 1 min.
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Within another 2 min, the gradient was increased to 80% B and held for 3 min for
167
equilibration. The HPLC effluent was collected separately to give two subfractions,
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namely III-1-a and III-1-b, which were lyophilized twice. UV-Vis, LC-MS/MS, TOF-MS
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and 1D/2D-NMR experiments revealed the chemical structure of the target compounds
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in fraction SEC-III-1-a as N-((4-amino-2-methylpyrimidin-5-yl) methyl) formamide (7)
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and in fraction III-1-b as S-((4-amino-2-methylpyrimidin-5-yl) methyl)-L-cysteine (8). ACS Paragon Plus Environment
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N-((4-Amino-2-methylpyrimidin-5-yl) methyl) formamide (7), Figure 6: UV-Vis 1H
173
λmax = 254 nm (MeOH/H2O, 50/50, v/v); UPLC-TOF-MS: m/z 167.1061
174
(400 MHz, MeOD-d4, 298 K): δ (ppm) 8.15 [d, J = 0.8 Hz, 1H, H-C(1’)], 7.94 [s, 1H, H-
175
-C(6)], 4.25 [s, 2H, H-C(7)], 2.39 [s, 3H, H-C(8)]. 13C NMR (100 MHz, MeOD-d4, 298 K):
176
δ (ppm) 167.84 [C(4)], 164.47 [C(1’)], 163.48 [C(2)], 155.35 [C(6)], 112.35 [C(5)] , 36.45
177
[C(7)], 24.85 [C(8)].
178
NMR
S-((4-Amino-2-methylpyrimidin-5-yl) methyl)-L-cysteine 8, Figure 6: UV-Vis m/z 243.0915; 1H NMR
179
λmax = 254 nm (MeOH/H2O, 50/50, v/v); UPLC-TOF-MS:
180
(400 MHz, MeOD-d4, 298 K): δ (ppm) 8.07 [s, 1H, H-C(6)], 3.96 [t, J = 5.3 Hz, 1H; H-
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C(2‘)], 3.77 [d, J = 15.0 Hz, 1H¸ Ha-C(7)], 3.70 [d, J = 15.0 Hz, 1H, Hb-C(7)], 3.00 [d, J
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= 5.3 Hz, 2H, H-C(3‘)], 2.57 [s, 3H, H-C(8)];
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δ (ppm) 173.49 [C(1‘)], 164.31 [C(4)], 162.58 [C(2)], 142.55 [C(6)], 112.23 [C(5)], 54.13
184
[C(2‘)], 31.95 [C(3‘)], 28.78 [C(7)], 21.63 [C(8)].
13C
NMR (100 MHz, MeOD-d4, 298 K):
185
Thermal Reaction of Thiamine and Cysteine. A binary solution of thiamine (1
186
mmol) and cysteine (1 mmol) in aqueous phosphate buffer (10 mL; pH 7; 0.1 mol/L)
187
was thermally treated at 120°C for 120 min. After cooling, the mixture was separated
188
by RP-HPLC on a 250 x 10.00 mm Phenyl-Hexyl column (Phenomenex
189
Aschaffenburg) into nine fractions, amongst which fraction 2 contained the target
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molecule exhibiting a pseudomolecular ion with m/z 243.0915. Comparison of the
191
spectroscopic (1H NMR, LC-MS) and chromatographic data demonstrated the identity
192
of the reaction product obtained from fraction 2 and the taste modulator 8 isolated from
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process flavor PF5, thus confirming S-((4-amino-2-methylpyrimidin-5-yl)methyl)-L-
194
cysteine to be generated from thiamine and cysteine.
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Sensory Analyses. Sensory Panel Training. Eight female and nine male
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panellists (23-40 years in age), who had no history of known taste disorders and who
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had given the informed consent to participate in the present sensory tests, were trained ACS Paragon Plus Environment
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in weekly training sessions for at least two years in order to became familiar with the
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taste language and methodologies used, to evaluate the taste of aqueous reference
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solutions (2.0 mL; pH 5.9): sucrose (50 mmol/L) for sweet taste,
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(20 mmol/L) for sour taste, NaCl (20 mmol/L) for salty taste, caffeine (1 mmol/L) for
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bitter taste, monosodium L-glutamate (3 mmol/L) for umami taste. To train the activity
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of mouthfullness enhancement and complexity increase, coined kokumi activity, the
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panelists were requested to compare the gustatory impact of a blank model broth
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(control) with a solution of reduced glutathione (5 mmol/L) in model both.21,22
L-lactic
acid
206
Taste Profile Analysis. Portions (5.0 g) of process flavors were dissolved in
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water (1 L) and model broth (1 L), respectively, and the pH value was adjusted to 5.4
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with trace amounts of 1% formic acid. The panelists were asked to rate the intensity of
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the taste qualities umami, saltiness, bitterness, sweetness, sourness as well as kokumi
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sensation on a scale from 0 (not perceivable) to 5 (strongly perceivable). When the
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process flavors were dissolved in model broth, the rating was compared to a model
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broth without any additives. The ratings of the individual panelists were averaged.
213
Comparative Taste Dilution Analysis. To locate the umami and kokumi tasting
214
substances, a comparative taste dilution analysis was performed according to the
215
literature.8 The lyophilized SEC and HPLC fractions, respectively, were dissolved with
216
the same volume of model broth and the pH-value was adjusted to 5.4 with trace
217
amounts of formic acid (1% in water). The stock solutions were diluted successively
218
1:1 with model broth until a dilution factor of 256 was reached and, then, the solutions
219
were presented in order of increasing concentrations to the sensory panel using a duo-
220
trio test setup with model broth as reference and blank (control). The comparative taste
221
dilution (cTD) factor is defined as the first dilution step where a difference between the
222
sample and the blank were detectable. The cTD-factors of all panelists were averaged.
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Taste Threshold Determination. A solution of the test compound in a defined
224
concentration was prepared in water (intrinsic taste) and in model broth (taste
225
enhancement), respectively, then successively diluted 1:1 and presented to the
226
panelists in order of increasing concentrations using a duo-trio test procedure with
227
water or model broth as reference and blank (control). The first dilution step where a
228
difference between the blank and the sample is detectable is defined as the taste
229
threshold. The taste threshold was calculated as the geometric mean of the individual
230
data.
231
High-Performance Liquid Chromatography (HPLC). The HPLC apparatus
232
(Jasco, Gross-Umstadt, Germany) used consisted of a binary high-pressure HPLC
233
pump system PU-2080 Plus, an AS-2055 Plus autosampler, a DG-2080-53 degasser,
234
a MD-2010 Plus type diode array detector (Jasco, Gross-Umstadt, Germany), and a
235
Rh 7725i type Rheodyne injection valve (Rheodyne, Bensheim, Germany). Data
236
acquisition was done by means of Chrompass Chromatography Data System, Version
237
1.9 (Jasco, Gross-Umstadt, Germany).
238
Liquid Chromatography-Mass spectrometry (LC-MS). LC-MS/MS analysis
239
was performed either using a Dionex Ultimate 3000 HPLC system connected to API
240
4000 QTrap MS/MS device, or a Shimadzu Nexera X2 system (Shimadzu, Duisburg,
241
Germany) connected to a 5500 QTrap MS/MS system (AB Sciex, Darmstadt,
242
Germany). Running in the positive or negative electrospray ionization (ESI+, ESI-)
243
mode, both instrument setups were operated using the following conditions: zero grade
244
air served as nebulizer gas (55 psi) and turbo gas for solvent drying (65 psi, 450 °C);
245
nitrogen served both as curtain gas (35 psi) and collision gas (8.7× 10−7 psi);
246
dissociation potential (-2 V) and entrance potential (-10 V). Both quadrupoles were set
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at unit resolution. ESI+ and ESI− mass and product ion spectra were acquired with
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direct flow infusion. For ESI+, the ion spray voltage was set at +5500 V and −4500 V ACS Paragon Plus Environment
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for ESI−. Energies for declustering potential (DP), entrance potential (EP), collision
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energy (CE), and cell exit potential (CXP) as well as MS/MS parameters for measuring
251
in the MRM mode were optimized for each compound individually to detect the
252
fragmentation of molecular ions into specific product ions after collision with nitrogen.
253
For instrumental control and data acquisition, Sciex Analyst software v1.6 was used.
254
UPLC/Time-of-Flight Mass Spectrometry (UPLC/TOF-MS). An aliquot (0.1 mg
255
- 1mg) of the sample, dissolved in methanol/water (30/70, v/v; 1mL), was injected into
256
an Acquity UPLC core system (Waters UK Ltd., Manchester, UK) connected to a
257
SYNAPT G2 HDMS spectrometer (Waters UK Ltd., Manchester, UK) operating in a
258
positive electrospray (ESI) modus with the following parameters: capillary voltage
259
(+2.0 kV), sampling cone (20 V), source temperature (120 °C), desolvation
260
temperature
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Chromatographic separations were performed on a column (2.1 x 150 mm, 1.7 µm,
262
BEH C18, Waters UK Ltd., Manchester, UK) operated at 45 °C with a solvent gradient
263
(flow rate 0.4 mL/min) of 0.1% aqueous formic acid (solvent A) and 0.1% formic acid
264
in acetonitrile (solvent B). Starting with 5% B the ratio was increased in 4 min to
265
100% B. The instrument was calibrated over a mass range from m/z 100 to 1200 using
266
a solution of sodium formate (0.5 mmol/L) in 2-propanol/water (9/1, v/v). All data were
267
lock mass corrected using leucine enkephaline as the reference (m/z 556.2771 for
268
[M+H]+; m/z 554.2615 for [M-H]-). Data acquisition and analysis were done by using
269
the MassLynx software (version 4.1; Waters).
(450 °C),
cone
gas
(5 L/h),
and
desolvation
gas
(850 L/h).
270
Nuclear Magnetic Resonance Spectroscopy (NMR). 1D- and 2D-NMR
271
experiments were performed on a Bruker 400 MHz Avance III spectrometer (Bruker,
272
Rheinstetten, Germany) equipped with a Z-gradient 5 mm multinuclear observe probe
273
(BBFOplus). MeOD-d4 (600 µL) was used as solvent and chemical shifts are reported
274
in parts per million referenced to the MeOD-d4 solvent signals. Data processing was ACS Paragon Plus Environment
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performed by using Topspin NMR software (version 3.2; Bruker, Rheinstetten,
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Germany) and MestReNova 10.0 (Mestrelab Research, Santiago de Compostela,
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Spain). For quantitative NMR spectroscopy (qNMR), the spectrometer was calibrated
278
by using the ERETIC 2 tool using the PULCON methodology as reported earlier.23 The
279
isolated signal at 3.96 ppm (t, J = 5.3 Hz, 1H) was used for absolute quantitation of 8
280
using a defined sample of L-tyrosine as the external standard and its specific
281
resonance signal at 7.10 ppm (m, 2H) for analyses.
282 283
RESULTS AND DISCUSSION
284 285
Aimed at identifying the key molecules contributing to the typical savory taste profile of
286
process flavors, eight commercial samples, three of them made without using yeast
287
extract (PF1-PF3) and four of them containing yeast extract (PF4-PF8), were used for
288
sensory analysis in water to evaluate the intrinsic taste profiles and in model broth to
289
evaluate their taste modulating activities, respectively.16 Independent on the process
290
flavor, the umami taste impression was by far most pronounced. The yeast-free
291
process flavors PF1 – PF 3 showed a moderate umami taste intensity with PF2
292
exhibiting the highest umami (1.6) and kokumi activity (0.6) and PF1 the lowest umami
293
(1.1) and kokumi (0.4) intensity (Figure 1, A). In comparison, the yeast-containing
294
samples PF4 - PF8 showed a stronger umami taste (2.0 - 2.3) with the exception of
295
sample PF7 judged with a low intrinsic umami intensity of 1.1 (Figure 1, B).
296
Sensory evaluation of the process flavors in model broth revealed a moderate
297
umami enhancing activity for the samples PF1 - PF3 when compared to the blank
298
model broth (Figure 1, C). Interestingly, the yeast containing process flavors (PF4 -
299
PF8) showed a strong umami enhancement (2.23.0) when added to the model broth
300
(Figure 1, D). In addition, these samples also increased the kokumi activity of the
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model broth (+0.7). Among all samples tested, PF5 and PF6 showed the highest
302
enhancement effect of the umami (3.4 and 3.1) and the kokumi activity (1.3) in model
303
broth. In the following, literature-known basic taste compounds were quantitated in the
304
process flavors to evaluate their contribution to the taste activity of the process flavors.
305
Quantitation of Basic Tastants in Process Flavors. Amino acids, organic
306
acids, γ-glutamyl peptides, nucleotides and N-modified nucleotides were quantitated
307
by means of SIDA-LC-MS/MS and carbohydrates, cations, and anions were
308
determined by means of HPIC.13,17,19,20,24–26 Thereafter, the dose-over-threshold (DoT)
309
factor was calculated as the ratio of the concentration and the taste recognition
310
threshold of each individual compound.27 As nucleotides like 5’-GMP and 5’-IMP show
311
strong umami taste enhancement, their DoT-factors were calculated by using their
312
threshold concentration determined in an aqueous monosodium L-glutamate solution
313
(3 mmol/L) instead of water.28
314
The 48 basic taste compounds classified into six groups (A-F) depending on
315
their taste quality (Figure 2, A). Due to small DoT-factors (0.1), most of the
316
quantitated substances did not affect the taste activity of the process flavors (Figure
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2, B). The DoT-factors of L-glutamic acid varied within the PFs samples from