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Real-Time Monitoring of Chemical Changes in Three Kinds of Fermented Milk Products During Fermentation Using Quantitative Difference NMR Spectroscopy Yi Lu, Hiroto Ishikawa, Yeondae Kwon, Fangyu Hu, Takuya Miyakawa, and Masaru Tanokura J. Agric. Food Chem., Just Accepted Manuscript • DOI: 10.1021/acs.jafc.7b05279 • Publication Date (Web): 17 Jan 2018 Downloaded from http://pubs.acs.org on January 22, 2018
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Journal of Agricultural and Food Chemistry
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Real-Time Monitoring of Chemical Changes in Three Kinds of
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Fermented Milk Products During Fermentation Using Quantitative
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Difference NMR Spectroscopy
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Yi Lu, Hiroto Ishikawa, Yeondae Kwon, Fangyu Hu, Takuya Miyakawa, Masaru
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Tanokura*
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Department of Applied Biological Chemistry, Graduate School of Agricultural and Life
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Sciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan.
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*Corresponding author (Tel: +81-3-5841-5165; Fax: +81-3-5841-8023; E-mail:
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[email protected])
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ABSTRACT: Fermented milk products are rising in popularity throughout the world
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because of their health benefits, including improving digestion, normalizing the function
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of the immune system, and aiding in weight management. This study applies an in situ
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quantitative NMR method to monitor chemical changes in three kinds of fermented
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milk products, Bulgarian yogurt, Caspian Sea yogurt and kefir, during fermentation. As
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a result, the concentration changes in nine organic compounds, α/β-lactose,
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α/β-galactose, lactic acid, citrate, ethanol, lecithin, and creatine, were monitored in real
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time. This revealed three distinct metabolic processes in the three fermented milk
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products. Moreover, pH changes were also determined by variations in the chemical
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shift of citric acid during the fermentation processes. These results can be applied to
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estimate microbial metabolism in various flora and help guide the fermentation and
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storage of various fermented milk products to improve their quality, which may directly
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influence human health.
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KEYWORDS: fermented milk products, in situ quantitative monitoring, NMR
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INTRODUCTION
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Potential health benefits have become key factors for consumers when making their
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food choices.1 Fermented milk products, which are a functional dairy food, have risen in
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popularity throughout the world because several lines of evidence have shown that
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fermented milk products exhibit many health benefits.2-4 The epidemiologic study also
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showed that common effects of fermented milks on an intestinal environment are
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increases in the counts of bifidobacteria and decreases in the counts of harmful
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bacteria.3 These effects may increase during fermentation,5 so it is important that the
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fermentation processes are monitored and controlled. Among the various kinds of
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fermented milk products, Bulgarian yogurt, Caspian Sea yogurt and kefir are widely
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consumed as health foods and for their sensory properties.4,6,7
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Bulgarian yogurt is the most popular variety of yogurt in the world. It was invented
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in Bulgaria and is part of a heritage that dates back many centuries.6 Bulgarian yogurt is
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commonly made with two starter bacteria, Lactobacillus bulgaricus and Streptococcus
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thermophiles, which give the yogurt its characteristic thickness, acidity, taste and
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aroma.8 S. thermophiles bacteria act first and prepare the proper environment for L.
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bulgaricus, which can begin to multiply and slowly turn the milk into yogurt.2 Caspian
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Sea yogurt, also known as Matsoni yogurt, is one of the yogurts that is cultured at room
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temperature.9 It originates from the Caucasus region between the Black Sea and Caspian
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Sea, a region famous for the longevity of the population.10 The microbiota of Caspian
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Sea yogurt is reported to be Lactococcus lactis subsp. cremoris (Streptococcus
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cremoris) and Acetobacter orientalis, which give it its uniquely viscous consistency.11
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Kefir is a fermented milk product made with kefir grains, consists of lactic acid bacteria
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and yeasts and is obtained by a combined acidic and alcoholic fermentation.12 It
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originates from the Caucasian mountains.13 The microbial populations in the kefir grain
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are Lactobacillus, Lactococcus and yeast.14
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Recently, studies on chemical compositions of fermented milk products have been
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carried out.15,16 In these studies, organic acids, acetaldehyde and other compounds in
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fermented milk were extracted, separated, and then analyzed by LC-MS15 and
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GC-MS.16 In all these steps (extraction, separation and derivatization), even simple
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treatments could cause qualitative and quantitative changes to the original mixture.
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NMR is a highly quantitative and reproducible analytical technique.17 As a non-targeted
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method, NMR measurements do not require any separation or chemical modification,
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giving overall information regarding the chemical components of a mixture rapidly and
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directly. Therefore, NMR spectroscopy would allow us to perform in situ monitoring
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and quantitative analysis in real time. In the last few decades, NMR has been recognized
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as a powerful technique that has been widely used for metabolic description of foods,
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such as coffee,18-20 olive oil,21 juice,22 honey,23 and liquor as a fermented food.24,25 In
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addition, milk has been analyzed by NMR to identify and quantitate characteristic
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compounds,26,27 and overview metabolite patterns for quality assessments.28-31
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More recently, an in situ quantitative method using difference spectra between
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quantitative 1H NMR spectra and diffusion ordered spectroscopy (DOSY) NMR spectra
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were developed for measuring the components in fermented milk products.32 In the
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present study, we applied the in situ quantitative NMR method to monitor the
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fermentation processes of different kinds of fermented milk products in real time. The
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obtained quantitative data could be used to guide the fermentation processes and storage
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of various fermented milk products, improving the quality of the fermented milk
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products which can directly influence human health.
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MATERIALS AND METHODS
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Materials and Sample Preparation. The inoculums of Bulgarian yogurt
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(Lactobacillus bulgaricus, Streptococcus thermophilus and skim milk) (AFC Co., Ltd.,
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Shizuoka, Japan) and Caspian Sea yogurt (Streptococcus cremoris FC, Acetobacter
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orientalis FA and skim milk) (Fujicco Co., Ltd., Kobe, Japan), kefir grains
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(Lactobacillus casei strain Shirota, Streptococcus cremoris, Saccharomyces florentinus
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and skim milk) (Nihon kefir Co., Ltd., Fujisawa, Japan) and whole milk (Meiji Co., Ltd.,
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Tokyo, Japan) were purchased at a local market. For fermentation monitoring, the
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inoculums of Bulgarian yogurt (1 g), Caspian Sea yogurt (6 g) and kefir grains (4 g)
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were each added to whole milk (1 L). The samples were immediately mixed with D2O
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to give final concentrations of 10% (v/v) and were then placed in 5 mm NMR tubes.
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The volumes of the samples were adjusted to 0.6 mL. A capillary containing 20% (v/v)
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1,1,2,2-tetrachloroethane (Wako Pure Chemical Co. Ltd., Osaka, Japan), 80% (v/v)
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chloroform-d (Isotec Inc., Tokyo, Japan) and 1 mg/mL chromium(III) acetylacetonate
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(Kanto Chemical Co. Ltd., Tokyo, Japan) was inserted into each NMR tube as the
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concentration standard.32 Each inoculum sample was prepared in triplicate from the
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same fermentation batch.
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NMR Spectroscopy. NMR measurements were performed at 40 °C (Bulgarian
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yogurt) or 25 °C (Caspian Sea yogurt and kefir) on a Unity INOVA-500 spectrometer
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(Agilent Technologies, Santa Clara, CA) for the 1H quantitative NMR spectra (time for
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data collection, 10 min) and diffusion ordered spectroscopy (DOSY) NMR spectra
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(time for data collection, 5 min). The prepared samples were placed in the NMR
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equipment and the first sequential acquisition of the 1H quantitative and DOSY NMR
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spectra was carried out within 15 min. The collected spectra were defined as time 0. The
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fermentation was then performed on the NMR equipment at 40 °C for 32 h (Bulgarian
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yogurt), 25 °C for 22 h (Caspian Sea yogurt) and 25 °C for 25 h (kefir) without spinning
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or stirring. The 1H NMR spectra were acquired at 5, 10, 12, 14, 16, 18, 20, 22, 24, 26,
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28, 30 and 32 h for Bulgarian yogurt; 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20 and 22 h
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for Caspian Sea yogurt; and 11, 13, 15, 17, 19, 21, 23, 24 and 25 h for kefir during
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fermentation. At the endpoint, each sample was smelled and tasted similarly to the
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products prepared according to manufactures’ standard protocols.
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The 1H NMR spectra of the fermented milk products were measured at 499.87
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MHz, and an HDO signal was suppressed by pre-saturation. The CH-β2 signal of
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lactose was used as an internal reference, and its chemical shift was set to 3.16 ppm
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based on the data of our previous study.32 For quantitation, the acquisition parameters
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were as follows: number of data points, 32 K; spectral width, 8,000 Hz; acquisition time,
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2.048 s; delay time, 15 s; and number of scans, 32. The delay time (d1) was determined
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with the spin-lattice relaxation time (T1) and the acquisition time (aq). ≥ 5 × − aq
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The DOSY NMR measurements were carried out soon after each series of 1H NMR
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measurements was complete. The acquisition parameters were as follows: number of
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data points, 32 K; spectral width, 8000 Hz; acquisition time, 2.048 s; delay time, 15 s;
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number of scans, 16; diffusion delay, 0.4 s; total diffusion-encoding gradient pulse
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duration, 0.002 s; and gradient stabilization delay, 0.0003 s. The signals that overlapped
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with the signals of milk fats were quantitated using difference spectra that were
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obtained by subtracting the DOSY spectra from the quantitative 1H NMR spectra.32
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For NMR signal assignments,
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C and 2D NMR spectra (1H-13C HSQC, 1H-1H
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DQF–COSY, and 1H-13C CT-HMBC) of the three fermented milk products (32-h
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fermentation at 40 °C for Bulgarian yogurt, 22-h fermentation at 25 °C for Caspian Sea
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yogurt, and 25-h fermentation at 25 °C for kefir) were measured at 4 °C on a Unity
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INOVA-500 spectrometer.
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The
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C NMR spectra were measured at 125.71 MHz. Dioxane was used as an
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external reference, and its chemical shift was set to 67.5 ppm. The parameters of the 13C
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NMR spectrum were as follows: number of data points, 64 K; spectral width, 31,422
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Hz; acquisition time, 1.043 s; delay time, 2 s; and number of scans, 83,392.
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The 1H-1H DQF-COSY spectra were obtained by suppressing the water signal with
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pre-saturation, and the acquisition parameters were as follows: number of data points,
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2048 (F2) and 512 (F1); spectral width, 5911 Hz (F1 and F2); acquisition time, 0.202 s;
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delay time, 2 s; and number of scans, 48.
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The
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H-13C HSQC spectra of the fermented milk were generated in the
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phase-sensitive mode with the following acquisition parameters: number of data points,
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512 for 1H and 256 for
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acquisition time, 0.186 s; delay time, 2 s; and number of scans, 80.
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C; spectral widths, 5498 Hz for 1H and 20,110 Hz for
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C;
The 1H-13C CT-HMBC spectra were measured in the absolute mode with the
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following parameters: number of data points, 4096 for 1H and 512 for
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widths, 5498 Hz for 1H and 27,643 Hz for 13C; acquisition time, 0.402 s; delay time, 3 s;
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and number of scans, 80.
C; spectral
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NMR Signal Assignments and Data Processing. The preprocessing of the
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free-induction decays (FIDs) and the subsequent Fourier transformations were
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performed by the program MestRe Nova 10.0 (MestRec, Santiago de Compostela,
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Spain). NMR signals were analyzed by comparison to our previous published data
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based on two-dimensional NMR correlations, including NMR assignment data32 and
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composition data.33,34 The signals were then confirmed and assigned to the candidate
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compounds using the 2D NMR spectra. The quantitative method developed in our
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previous study32 was used to investigate the changes in the chemical composition over
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time. The integral value of 1,1,2,2-tetrachloroethane was compared with those of the
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compounds in the three fermented milk products to determine their concentrations.
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pH Measurements. Citrate-phosphate buffer (0.1 M) prepared with D2O was
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adjusted to each pH value (pH 4.0‒6.8) using a Twin pH B-212 pH meter (Horiba,
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Kyoto, Japan). The 1H NMR spectrum of each buffer was recorded at 25 °C on a Unity
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INOVA-500 spectrometer. The standard pH titration curve was created by plotting
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chemical shifts of citric acid (CH-β2) against the pH values. The pH values during the
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fermentation process were calculated using the standard pH titration curve and the
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chemical shift values of citric acid (CH-β2).
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RESULTS AND DISCUSSION
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NMR Spectroscopic Analysis of the Three Fermented Milk Products. NMR
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spectral analyses of the three fermented milk products were carried out to monitor the
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chemical changes during fermentation on a solution-state NMR spectrometer. Figure 1
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shows quantitative 1H NMR spectra of the three fermented milk products during
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fermentation. The initial sample (0 h) looked like a solution because of the mixture of
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milk and a small amount of each inoculum. On the other hand, the final samples (32, 25
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and 22 h for Bulgarian yogurt, Caspian Sea yogurt and kefir, respectively) were
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semi-solid. Although the states are different between initial and final samples, the
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observed spectra, especially the signal shapes, were quite similar. In addition, the 1H
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NMR spectra of the final samples were quite similar to those of the samples of a
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100-mL scale-up fermentation. Based on 2D NMR analysis, spiking experiments and
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peak assignments reported in a previous study,32 nine components were identified:
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α/β-lactose, α/β-galactose, lactic acid, citrate, lecithin, creatine and ethanol. As shown in
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Figure 1B, signals indicative of galactose were not observed during fermentation of
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Caspian Sea yogurt, unlike Bulgarian yogurt and kefir in which galactose was observed.
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As shown in Figure 1C, ethanol was only observed in kefir.
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Changes in Component Concentrations in the Three Fermented Milk Products.
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Our developed quantitation method32 was used to quantitate the concentrations of
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components in the three fermented milk products during fermentation. The integral
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values of signals were calculated on the difference spectra that were obtained by
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subtracting the DOSY spectra from the quantitative 1H NMR spectra. The 1H signal
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(5.83 ppm) of 1,1,2,2-tetrachloroethane was used as an external quantitative standard
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because it was separately observed from other signals. The nine detected compounds in
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the three fermented milk products were quantitated by comparing the integral values of
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their signals with that of the standard signal. The quantitative results are shown in
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Figures 2, 3 and 4. Overall, the patterns of concentration changes were different among
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the three fermented milk products even when the same compound was compared,
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especially citric acid and α/β-galactose. The concentration of α/β-lactose and citric acid
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were 146‒185 mmol/L (50‒63 g/L) and 3.1‒4.5 mmol/L in the initial sample (0 h),
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respectively. These values were not largely different from those in milk that was
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determined by a previous NMR study (47.8 g/L for α/β-lactose and 3.2 mmol/L for
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citric acid).27 The concentration of the nine detected compounds was hardly affected, by
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comparison of the initial sample (0 h) with the sample after fermentation for about 10 h.
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Chemical Changes in Bulgarian Yogurt During the Fermentation Process. As
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shown in Figure 2, the quantities of lactic acid and citric acid did not vary greatly during
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the first 12 h or during the last 8 h, but increased quickly between 12 and 24 h of
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fermentation. Continuous decreases in α/β-lactose were detected starting at 14 h, while
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the concentrations of α/β-galactose increased from 12 to 32 h. No obvious changes in
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the concentrations of lecithin or creatine were observed during fermentation.
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The α/β-lactose ratio observed during the fermentation process was 1:1.57 ± 0.014 (data
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is mean ± standard deviation), which is slightly higher than that of the water solution
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(1:1.5 at 25 °C). The temperature for NMR measurements (40 °C) and the composition
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of
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α/β-lactose ratio.35 The ratio was not largely changed during fermentation.
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organic
compounds
in
Bulgarian
yogurt
products
may
influence
the
L. bulgaricus and S. thermophiles are classified into lactic acid bacteria that
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generally decompose lactose to glucose and galactose and produce lactic acid by the
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glycolytic pathway and lactic acid fermentation (Figure 5). As shown in Figure 2, the
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increased production of lactic acid was observed at 14 h, which corresponds to the
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starting time of α/β-lactose consumption. Interestingly, the 1H NMR signals of glucose
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were not observed in the observed fermentation period (Figure 1A), which suggests that
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glucose from lactose degradation is immediately consumed in the glycolytic pathway.
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On the other hand, α/β-galactose began to increase at 12 h of fermentation. Furthermore,
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the increased amount of galactose (7.7 ± 0.7 mmol/L) during fermentation from 10 h to
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12 h was much higher than the amount of lactose consumption (2.2 ± 0.4 mmol/L)
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(Figure 2). This observation raises a possibility that galactose may be produced from
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multiple pathways, e.g. degradation of galactooligosaccharides,36 in addition to the
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hydrolysis of lactose. Citric acid was observed in the initial sample (0 h) in agreement
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with the citric acid content of milk. It is well known that citric acid is a constituent of
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the tricarboxylic acid (TCA) cycle and is produced from glucose through the glycolytic
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pathway and the oxidative conversion of pyruvic acid into acetyl-CoA that is carried out
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by pyruvate dehydrogenase (Figure 5).37,38 The rapid increase in the amount of citric
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acid is thought to be due to the mass production of pyruvic acid between 16 and 24 h
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(Figure 2), which does not contradict with the result of lactic acid that is also produced
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by pyruvate during lactic acid fermentation. However, the concentration of citric acid
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started to be elevated at 16 h, which is later than the starting point of lactic acid
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production. In addition, the production rate of lactic acid was three-fold higher than that
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of citric acid. These observations suggest that the pyruvic acid could be mainly used in
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the lactic acid fermentation.
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Lecithin is one of the major components of the phospholipid portion of the cell
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membrane39 and is a dietary source of choline, which can be converted into
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acetylcholine, an organic compound that functions as a neuromodulator in the brain.40
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Creatine can be phosphorylated to form phosphocreatine, which is recognized as a kind
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of energy buffer in skeletal muscles and in the brain.41 These nutritional compounds
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were hardly affected during the fermentation of Bulgarian yogurt.
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Chemical Changes in Caspian Sea Yogurt During the Fermentation Process.
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As shown in Figure 3, the amount of lactic acid did not vary substantially during the
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first 12 h or the last 7 h, but increased rapidly between 12 and 15 h of fermentation. The
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concentration of citric acid increased quickly between 12 and 14 h and then decreased
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sharply between 14 and 18 h of fermentation. Continuous decreases in α/β-lactose were
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observed between 9 and 20 h. The quantities of lecithin and creatine did not vary
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substantially during fermentation. The α/β-lactose ratio observed in the present study
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was 1:1.64 ± 0.018 (mean ± standard deviation), which is slightly higher than that of the
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water solution (1:1.5 at 25 °C). The ratio was not largely changed during fermentation.
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Unlike in Bulgarian yogurt, signals from galactose were not observed in Caspian
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Sea yogurt during fermentation. Galactose is incorporated into the cells by
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phosphoenolpyruvate: carbohydrate phosphotransferase system of S. cremoris.42 The
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system could be one of the reasons why the consumption of galactose during the
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fermentation of Caspian Sea yogurt was much faster than that in Bulgarian yogurt.
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Caspian Sea yogurt produces exopolysaccharides (EPS) during fermentation to become
252
more viscous,11 and since galactose is a building block of EPS, it may be consumed and
253
used in EPS production during the fermentation of Caspian Sea yogurt (Figure 5).43 The
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increase in citric acid between 12 and 14 h is likely caused by the mass production of
255
pyruvate during lactic acid fermentation, whereas citric acid was decreased between 14
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and 18 h. Lactic acid bacteria are also able to convert citric acid to some end products,
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such as diacetyl and acetaldehyde, which contribute to the quality of the fermented
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foods due to their distinct aroma properties.44,45 The metabolic flow of citric acid seems
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to be converted from production to degradation when lactic acid fermentation was
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terminated at 15 h. This metabolic change was not observed in Bulgarian yogurt, which
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may be affected by differences in microbial compositions between Bulgarian yogurt and
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Caspian Sea yogurt.
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Chemical Changes in Kefir During the Fermentation Process. As shown in
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Figure 4, the concentration of lactic acid increased slowly between 11 and 17 h, and
265
from 23 to 25 h during fermentation and increased quickly between 19 and 23 h. Citric
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acid decreased sharply between 11 and 25 h, and eventually disappeared. Lactose and
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galactose decreased substantially between 11 and 25 h of fermentation. The signals of
268
ethanol were observed at 17 h, and the concentration of ethanol increased between 15
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and 25 h of fermentation. The amount of lecithin and creatine did not vary to a large
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extent during fermentation. The α/β-lactose ratio observed in the present study was
271
1:1.55 ± 0.018 (data is mean ± standard deviation), which is slightly higher than that of
272
the water solution (1:1.5 at 25 °C) and is not largely changed during fermentation.
273
Kefir grain mainly contains Lactobacillus casei, S. cremoris and Saccharomyces
274
florentinus in addition to a mixture of proteins, lipids, and sugars. Lactose could be
275
decomposed to produce glucose and galactose by lactic acid bacteria as well as in
276
Bulgarian yogurt and Caspian Sea yogurt. The metabolic pathway of yeast (Figure 5),46
277
which includes an alcohol fermentation pathway, is different from that of lactic acid
278
bacteria. Yeast begins to work after the pH becomes sufficiently low, eventually
279
producing ethanol by consumption of glucose. The quantitative results show that the
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similar chemical changes of lactic acid and lactose observed in Bulgaria yogurt and
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kefir were due to the action of Lactobacillus and Streptococcus, while ethanol was
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produced by yeast. This is the characteristic of kefir that makes it different from the
283
other two kinds of yogurt. The glucose fermentation of yeast was monitored by NMR
284
spectroscopy.47 As the reaction proceeds, the glucose signal was decreased while the
285
intensity of ethanol signals was increased, which corresponds to the results of kefir
286
fermentation in the present study. Citric acid level decreased during the fermentation of
287
kefir by the citric acid metabolism. The consumption rate of citric acid was the fastest
288
among three fermented milk products in this study. On the other hand, production of
289
citric acid in kefir may be less than those in other fermented milk products because
290
pyruvate is also consumed by ethanol fermentation in addition to lactic acid
291
fermentation (Figure 5). Kefir has unique and complex probiotic properties in which
292
kefiran often functions as a promising compound. Kefiran is known to be a
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water-soluble EPS produced in kefir grain during fermentation that has anticancer,
294
anti-inflammatory, and hypocholesterolenic effects, and can aid in managing the
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immune system and lowering blood pressure.48 Decreased galactose levels during kefir
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fermentation (Figure 4) suggest the production of kefiran because it is a galactose-rich
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polysaccharide.
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Relative Changes in Fatty Acids During the Fermentation Processes. To
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investigate the changes in the composition of fatty acids during the fermentation
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processes, the step-by-step integral values of the signals at 0.76 ppm were calculated
301
(Figure 6). Fatty acids are naturally found in dairy products, and trans fatty acids are
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associated with biological effects such as increased risk of coronary heart disease,
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which may directly affect human health.49 Furthermore, fatty acid synthesis, which
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occurs in the cytoplasm of the cell, is the process by which fatty acids are produced
305
from acetyl-CoA and NADPH by enzymes.50 In this study, integrals of fatty acids
306
signals did not change substantially during the fermentation processes, which indicated
307
that the concentrations of NMR-detected fatty acids did not vary very much during
308
fermentation.
309
pH Changes in the Three Fermented Milk Products During Fermentation.
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Figure 7A shows the relationship between chemical shift of citric acid and pH of a
311
citrate-phosphate buffer. Figure 7B shows the changes in the 1H chemical shift of citrate
312
in the three fermented milk products during fermentation. The pH changes in Caspian
313
Sea yogurt during fermentation were observed by two different methods. The pH values
314
were first calculated by the chemical shifts of citric acid signals in the 1H NMR spectra
315
during fermentation (Figures 7A and B). Then, the pH values calculated from the NMR
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spectra were compared with the values determined by a pH meter (shown in Figure 7C).
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These results revealed that the pH values calculated during the fermentation of Caspian
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Sea yogurt were consistent with those measured by the pH meter. The present study is
319
the first application of the pH measurements from NMR spectra during fermentation of
320
yogurt. The pH levels during the fermentation of Bulgarian yogurt and kefir were also
321
calculated from NMR spectra (Figure 7C). This method provides a real-time,
322
non-destructive way to confirm pH during fermentation of yogurt, which is required for
323
quality control of yogurt.
324
In conclusion, this study applied our newly developed quantitative NMR method
325
for monitoring chemical changes in various fermented milk products during
326
fermentation. The acquisition of quantitative 1H NMR spectra and DOSY NMR spectra
327
are easy and quick, and the preparation of samples in organic solvent is simple, both of
328
which are important advantages to this method. Furthermore, the in situ quantitative
329
NMR method for eliminating interference due to overlapping signals was shown to be a
330
promising method that could be used to study microorganisms and in the real-time
331
monitoring of chemical changes during fermentation. This would help estimate
332
microbial metabolism in various flora and guide the fermentation processes and storage
333
of various fermented milk products to improve their quality which can directly
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influence human health.
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ASSOCIATED CONTENT
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Supporting Information
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The Supporting Information is available free of charge on the ACS Publications
339
website.
340
Assignments of 1H and
13
341
assignments of 1H and
C signals of compounds in Caspian Sea yogurt (pH 4.8);
342
assignments of 1H and 13C signals of compounds in kefir (pH 5.8); 1H NMR spectra of
343
the three fermented milk products that were prepared in different scale; quantitative 1H
344
NMR, DOSY, and the difference spectra of Bulgarian yogurt; quantitative 1H NMR,
345
DOSY, and the difference spectra of Caspian Sea yogurt; and quantitative 1H NMR,
346
DOSY, and the difference spectra of kefir (PDF)
C signals of compounds in Bulgarian yogurt (pH 5.4);
13
347
348
AUTHOR INFORMATION
349
Corresponding Author
350
*Tel:
351
[email protected] 352
ORCID
353
Masaru Tanokura: 0000-0001-5072-2480
+81-3-5841-5165;
Fax:
+81-3-5841-8023;
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E-mail:
Journal of Agricultural and Food Chemistry
354
Funding
355
This work was supported by a Grant-in-Aid for Scientific Research (S) from the Japan
356
Society for the Promotion of Science (JSPS) (Grant No. 23228003).
357
Notes
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The authors declare no competing financial interest.
359
360
ACKNOWLEDGMENTS
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We thank K. Furihata and F. Wei for assisting with the NMR measurements.
362
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REFERENCES
364
1. Pieniak, Z.; Verbeke, W.; Vanhonacker, F.; Guerrero, L.; Hersleth, M. Association
365
between traditional food consumption and motives for food choice in six European
366
countries. Appetite 2009, 53, 101‒108.
367
2. Shah, N. P. Health benefit of yogurt and fermented milks. In Manufacturing Yogurt
368
and Fermented Milks. Chandan, R. C., Eds.; John Wiley & Sons, Ltd.; Hoboken, NJ,
369
2006; pp. 327‒340.
370
3. Mitsuoka, T. Development of functional foods. Biosci. Microbiota, Food Health 2014, 33, 117‒128.
371
372
4. Fisberg, M; Machado, R. History of yogurt and current patterns of consumption. Nutr. Rev. 2015, 73, 4‒7.
373
374
5.
food fermentation industry. Trends Food Sci. Technol. 2004, 15, 67‒78.
375
376
6.
Stoilova, E. From a homemade to an industrial product: manufacturing Bulgarian yogurt. Agric. Hist. 2013, 87, 73‒92.
377
378
Leroy, F.; De Vuyst, L. Lactic acid bacteria as functional starter cultures for the
7.
St-Onge, M. P.; Famworth, E. R.; Savard, T.; Chabot, D.; Mafu, A.; Jones, P. J.
379
Kefir consumption does not alter plasma lipid levels or cholesterol fractional
380
synthesis rates relative to milk in hyperlipidemic men: a randomized controlled
23
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
trial. BMC Complement. Altern. Med. 2002, 2, 1.
381
382
8.
Karagul-Yuceer, Y.; Drake, M. Sensory analysis of yogurt. In Manufacturing
383
Yogurt and Fermented Milks, Chandan, R. C., Eds.; John Wiley & Sons, Ltd.;
384
Hoboken, NJ, 2016; pp. 265‒276.
385
9.
Quero, G. M.; Fusco, V.; Cocconcelli, P. S.; Owczarek, L.; Borcakli, M.; Fontana,
386
C.; Skapska, S.; Jasinska, U. T.; Ozturk, T.; Morea, M. Microbiological,
387
physico-chemical, nutritional and sensory characterization of traditional Matsoni:
388
selection and use of autochthonous multiple strain cultures to extend its
389
shelf-life. Food Microbiol. 2014, 38, 179‒191.
390
10. Kiryu, T.; Kiso, T.; Nakano, H.; Ooe, K.; Kimura, T.; Murakami, H. Involvement
391
of Acetobacter orientalis in the production of lactobionic acid in Caucasian yogurt
392
(“Caspian Sea yogurt”) in Japan. J. Dairy Sci. 2009, 92, 25‒34.
393
11. Uchida, K.; Akashi, K.; Motoshima, H.; Urashima, T.; Arai, I.; Saito, T. Microbiota
394
analysis of Caspian Sea yogurt, a ropy fermented milk circulated in Japan. Anim.
395
Sci. J. 2009, 80, 187‒192.
396
12. Simova, E.; Beshkova, D.; Angelov, A.; Hristozova, Ts.; Frengova, G.; Spasov, Z.
397
Lactic acid bacteria and yeasts in kefir grains and kefir made from them. J. Ind.
398
Microbiol. Biotechnol. 2002, 28, 1‒6.
24
ACS Paragon Plus Environment
Page 24 of 41
Page 25 of 41
Journal of Agricultural and Food Chemistry
399
400
13. Garrote, G. L.; Abraham, A. G.; De Antoni, G. L. Characteristics of kefir prepared with different grain: milk ratios. J. Dairy Res. 1998, 65, 149‒154.
401
14. Witthuhn, R. C.; Schoeman, T.; Britz, T. J. Characterisation of the microbial
402
population at different stages of Kefir production and Kefir grain mass
403
cultivation. Int. Dairy J. 2005, 15, 383‒389.
404
15. Nielsen, M. S.; Martinussen, T.; Flambard, B.; Sørensen, K. I.; Otte, J. Peptide
405
profiles and angiotensin-I-converting enzyme inhibitory activity of fermented milk
406
products: effect of bacterial strain, fermentation pH, and storage time. Int. Dairy
407
J. 2009, 19, 155‒165.
408
16. Delgado, F. J.; González-Crespo, J.; Cava, R.; García-Parra, J.; Ramírez, R.
409
Characterisation by SPME–GC–MS of the volatile profile of a Spanish soft cheese
410
PDO Torta del Casar during ripening. Food Chem. 2010, 118, 182‒189.
411
17. Miyakawa, T.; Liang, T.; Tanokura, M. NMR-based metabolomics of foods. In
412
Genomics, Proteomics and Metabolomics in Nutraceuticals and Functional Foods;
413
Bagchi, D.; Swaroop, A.; Bagchi, M., Eds.; Wiley Blackwell: Hoboken, NJ, 2015;
414
pp. 379‒387.
415
18. Wei, F.; Furihata, K.; Miyakawa, T.; Tanokura, M. A pilot study of NMR-based
416
sensory prediction of roasted coffee bean extracts. Food Chem. 2014, 152, 363‒
25
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
417
369.
418
19. Wei, F.; Furihata, K.; Hu, F.; Miyakawa, T.; Tanokura, M. Two-dimensional 1H-13C
419
nuclear magnetic resonance (NMR)-based comprehensive analysis of roasted coffee
420
bean extract. J. Agric. Food Chem. 2011, 59, 9065‒9073.
421
20. Wei, F.; Furihata, K.; Koda, M.; Hu, F.; Kato, R.; Miyakawa, T.; Tanokura, M. 13C
422
NMR-based metabolomics for the classification of green coffee beans according to
423
variety and origin. J. Agric. Food Chem. 2012, 60, 10118‒10125.
424
21. Agiomyrgianaki, A.; Petrakis, P. V.; Dais, P. Influence of harvest year, cultivar and
425
geographical origin on Greek extra virgin olive oils composition: a study by NMR
426
spectroscopy and biometric analysis. Food Chem. 2012, 135, 2561‒2568.
427
22. Koda, M.; Furihata, K.; Wei, F.; Miyakawa, T.; Tanokura, M. Metabolic
428
discrimination of mango juice from various cultivars by band-selective NMR
429
spectroscopy. J. Agric. Food Chem. 2012, 60, 1158‒1166.
430
23. Schievano, E; Peggion, E; Mammi, S. 1H nuclear magnetic resonance spectra of
431
chloroform extracts of honey for chemometric determination of its botanical origin.
432
J. Agric. Food Chem. 2010, 58, 57‒65.
433
24. Koda, M.; Furihata, K.; Wei, F.; Miyakawa, T.; Tanokura, M. NMR-based
434
metabolic profiling of rice wines by F2-selective total correlation spectra. J. Agric.
26
ACS Paragon Plus Environment
Page 26 of 41
Page 27 of 41
Journal of Agricultural and Food Chemistry
435
Food Chem. 2012, 60, 4818-4825.
436
25. López-Rituerto, E.; Cabredo, S.; López, M.; Avenoza, A.; Busto, J. H.; Peregrina, J.
437
M. A thorough study on the use of quantitative 1H NMR in Rioja red wine
438
fermentation processes. J. Agric. Food Chem. 2009, 57, 2112‒2118.
439
26. Hu, F.; Furihata, K.; Ito-Ishida, M.; Kaminogawa, S.; Tanokura, M. Nondestructive
440
observation of bovine milk by NMR spectroscopy: analysis of existing states of
441
compounds and detection of new compounds. J. Agric. Food Chem. 2004, 52,
442
4969‒4974.
443
27. Hu, F.; Furihata, K.; Kato, Y.; Tanokura, M. Nondestructive quantification of
444
organic compounds in whole milk without pretreatment by two-dimensional NMR
445
spectroscopy. J. Agric. Food Chem. 2007, 55, 4307‒4311.
446
28. Sundekilde, U. K.; Poulsen, N. A.; Larsen, L. B.; Bertram, H. C. Nuclear magnetic
447
resonance metabonomics reveals strong association between milk metabolites and
448
somatic cell count in bovine milk. J. Dairy Sci. 2013, 96, 290‒299.
449
29. Erich, S.; Schill, S.; Annweiler, E.; Waiblinger, H. U.; Kuballa, T.; Lachenmeier, D.
450
W.; Monakhova, Y. B. Combined chemometric analysis of 1H NMR, 13C NMR and
451
stable isotope data to differentiate organic and conventional milk. Food Chem. 2015,
452
188, 1‒7.
27
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Page 28 of 41
453
30. Li, Q.; Yu, Z.; Zhu, D.; Meng, X.; Pang, X.; Liu, Y.; Frew, R.; Chen, H.; Chen, G.
454
The application of NMR-based milk metabolite analysis in milk authenticity
455
identification. J. Sci. Food Agric. 2017, 97, 2875‒2882.
456
31. Monakhova, Y. B.; Kuballa, T.; Leitz, J.; Andlauer, C.; Lachenmeier, D. W. NMR
457
spectroscopy as a screening tool to validate nutrition labeling of milk, lactose-free
458
milk, and milk substitutes based on soy and grains. Dairy Sci. Technol. 2012, 92,
459
109‒120.
460
461
462
463
464
32. Lu, Y.; Hu, F.; Miyakawa, T.; Tanokura, M. Complex mixture analysis of organic compounds in yogurt by NMR spectroscopy. Metabolites 2016, 6, 19. 33. Biological Magnetic Resonance Data Bank. http://www.bmrb.wisc.edu (Accessed: 27 September 2017). 34. Spectral
Database
for
Organic
Compounds
SDBS.
465
http://sdbs.db.aist.go.jp/sdbs/cgi-bin/direct_frame_top.cgi (Accessed: 27 September
466
2017).
467
35. Islam, M. I. U.; Langrish, T. A. G. An investigation into lactose crystallization
468
under high temperature conditions during spray drying. Food Res. Int. 2010, 43,
469
46‒56.
470
36. Endo, A.; Nakamura, S.; Konishi, K.; Nakagawa, J.; Tochio, T. Variations in
28
ACS Paragon Plus Environment
Page 29 of 41
Journal of Agricultural and Food Chemistry
471
prebiotic oligosaccharide fermentation by intestinal lactic acid bacteria. Int. J. Food
472
Sci. Nutr. 2016, 67, 125‒132.
473
37. Comte, B.; Vincent, G.; Bouchard, B.; Des Rosiers, C. Probing the origin of
474
acetyl-CoA and oxaloacetate entering the citric acid cycle from the 13C labeling of
475
citrate released by perfused rat hearts. J. Biol. Chem. 1997, 272, 26117‒26124.
476
38. Koukourakis, M. I.; Giatromanolaki, A.; Sivridis, E.; Gatter, K. C.; Harris, A. L.
477
Pyruvate dehydrogenase and pyruvate dehydrogenase kinase expression in non
478
small cell lung cancer and tumor-associated stroma. Neoplasia 2005, 7, 1‒6.
479
39. Tavassoli, S.; Chao, J. T.; Young, B. P.; Cox, R. C.; Prinz, W. A.; de Kroon, A. I.;
480
Loewen, C. J. Plasma membrane—endoplasmic reticulum contact sites regulate
481
phosphatidylcholine synthesis. EMBO Rep. 2013, 14, 434‒440.
482
40. Picciotto, M. R.; Higley, M. J.; Mineur, Y. S. Acetylcholine as a neuromodulator:
483
cholinergic signaling shapes nervous system function and behavior. Neuron 2012,
484
76, 116‒129.
485
41. Jacobus, W. E.; Lehninger, A. L. Creatine kinase of rat heart mitochondria coupling
486
of creatine phosphorylation to electron transport. J. Biol. Chem. 1973, 248, 4803‒
487
4810.
488
42. Deutscher, J. The mechanisms of carbon catabolite repression in bacteria. Curr.
29
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
489
Opin. Microbiol. 2008, 11, 87‒93.
490
43. Lebeer, S.; Verhoeven, T. L.; Francius, G.; Schoofs, G.; Lambrichts, I.; Dufrêne,
491
Y.; Vanderleyden, J.; De Keersmaecker, S. C. Identification of a gene cluster for
492
the biosynthesis of a long, galactose-rich exopolysaccharide in Lactobacillus
493
rhamnosus GG and functional analysis of the priming glycosyltransferase. Appl.
494
Environ. Microbiol. 2009, 75, 3554‒3563.
495
496
44. Hugenholtz J. Citrate metabolism in lactic acid bacteria. FEMS Microbiol. Rev. 1993, 12, 165‒178.
497
45. Ouattara, D. H.; Ouattara, H. G.; Adom, J. N.; Goualié, B. G.; Koua, G. A.; Doué,
498
G. G.; Niamke, S. L. Screening of lactic acid bacteria capable to breakdown citric
499
acid during Ivorian cocoa fermentation and response of bacterial strains to
500
fermentative conditions. Br. Biotechnol. J. 2016, 10, 1‒10.
501
46. Almeida, J. R.; Runquist, D.; Sànchez Nogué, V.; Lidén, G.; Gorwa-Grauslund, M.
502
F. Stress-related challenges in pentose fermentation to ethanol by the yeast
503
Saccharomyces cerevisiae. Biotechnol. J. 2011, 6, 286‒299.
504
47. Abriata, L. A. Utilization of NMR spectroscopy to study biological fluids and
505
metabolic processes: Two introductory activities. Concepts Magn. Reson., Part A
506
2012, 40A, 171‒178.
30
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Journal of Agricultural and Food Chemistry
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48. Ahmed, Z.; Wang, Y.; Ahmad, A.; Khan, S. T.; Nisa, M.; Ahmad, H.; Afreen, A.
508
Kefir and health: a contemporary perspective. Crit. Rev. Food Sci. Nutr. 2013, 53,
509
422‒434.
510
49. Herzallah, S. M.; Humeid, M. A.; Al-Ismail, K. M. Effect of heating and processing
511
methods of milk and dairy products on conjugated linoleic acid and trans fatty acid
512
isomer content. J. Dairy Sci. 2005, 88, 1301‒1310.
513
514
50. Ratledge, C. Fatty acid biosynthesis in microorganisms being used for single cell oil production. Biochimie 2004, 86, 807‒815.
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FIGURE CAPTIONS
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Figure 1. Quantitative 1H NMR spectra of (A) Bulgarian yogurt, (B) Caspian Sea
517
yogurt, and (C) kefir during fermentation. HDO signals (4.4–4.8 ppm) were suppressed.
518
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Figure 2. Evolution of components in Bulgarian yogurt during fermentation. Data are
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means ± standard deviations (SD, n = 3).
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Figure 3. Evolution of components in Caspian Sea yogurt during fermentation. Data are
523
means ± standard deviations (SD, n = 3).
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Figure 4. Evolution of components in kefir during fermentation. Data are means ±
526
standard deviations (SD, n = 3).
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Figure 5. Schematic diagram of major metabolic pathways during the fermentation of
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Bulgarian yogurt (pink arrows), Caspian Sea yogurt (cyan arrows) and kefir (orange
530
arrows). The thickness of arrow represents the pseudo-rate of metabolic flow. The
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bacterial strains most common in Bulgarian yogurt are Lactobacillus bulgaricus and
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Streptococcus thermophiles. Caspian Sea yogurt is composed of Streptococcus cremoris
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and Acetobacter orientalis. The microbial populations in the kefir grain are
534
Lactobacillus casei, S. cremoris and Saccharomyces florentinus. EPS means
535
exopolysaccharide.
536
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Figure 6. Relative changes in fatty acid levels during the fermentation of the three
538
fermented milk products. Data are means ± standard deviations (SD, n = 3).
539
540
Figure 7. (A) The relationship between the chemical shift of citric acid and pH of a
541
citrate-phosphate buffer (25 °C). The CH-β2 (3.16 ppm) signal of lactose was used as an
542
internal reference. (B) 1H chemical shift changes of citrate in the three fermented milk
543
products during fermentation. (C) pH changes in the three fermented milk products
544
during fermentation. The blue line represents the chemical shifts of citric acid and the
545
pH values calculated from the NMR spectra during the fermentation of Caspian Sea
546
yogurt. The purple line represents the pH values measured by a pH meter during the
547
fermentation of Caspian Sea yogurt. The red line represents the chemical shifts of citric
548
acid and the pH values calculated from the NMR spectra during the fermentation of
549
Bulgarian yogurt. The light green line represents the chemical shifts of citric acid and
550
the pH values calculated from the NMR spectra during the fermentation of kefir.
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