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New Analytical Methods
Efficient Enrichment and Analysis of Vicinal Diol-Containing Flavonoid Molecules Using Boronic Acid-Functionalized Particles and Matrixassisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry Eunjin Kim, Hyunook Kang, Inseong Choi, Jihyeon Song, Hyejung Mok, Woong Jung, and Woon-Seok Yeo J. Agric. Food Chem., Just Accepted Manuscript • DOI: 10.1021/acs.jafc.8b00832 • Publication Date (Web): 24 Apr 2018 Downloaded from http://pubs.acs.org on April 24, 2018
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Journal of Agricultural and Food Chemistry
Efficient Enrichment and Analysis of Vicinal Diol-Containing Flavonoid Molecules Using Boronic Acid-Functionalized Particles and Matrix-assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry
Eunjin Kim1, Hyunook Kang1, Insung Choi1, Jihyeon Song2, Hyejung Mok2, Woong Jung3, and Woon-Seok Yeo1,*
1. Department of Bioscience and Biotechnology, Bio/Molecular Informatics Center, Konkuk University, Seoul 05029 (Korea) 2. Department of Bioscience and Biotechnology, Konkuk University, Seoul 05029 (Korea) 3. Department of Emergency Medicine, Kyung Hee University Hospital at Kangdong, Seoul 05278 (Korea)
*Corresponding author: W.-S. Yeo Phone: +82-2-2049-6054 E-mail:
[email protected] 1
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Abstract
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Detection and quantitation of flavonoids are relatively difficult compared with those of
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other small molecule analytes because flavonoids undergo rapid metabolic processes
4
resulting in their elimination from the body. Here, we report an efficient enrichment method
5
for facilitating the analysis of vicinal diol-containing flavonoid molecules using matrix-
6
assisted laser desorption/ionization time of flight mass spectrometry (MALDI-TOF MS). In
7
our strategy, boronic acid-functionalized polyacrylamide particles were utilized, where
8
boronic acids bound to vicinal diols to form boronate monoesters at basic pH. This complex
9
remained intact during the enrichment processes, and the vicinal diol-containing flavonoids
10
were easily separated by centrifugation and subsequent acidic treatments. The selectivity and
11
the limit of detection of our strategy were confirmed by MS analysis, and the validity was
12
assessed by performing the detection and quantitation of quercetin in mouse organs.
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Keywords:
14
desorption/ionization time-of-flight mass spectrometry, Vicinal diols
Boronic
acid,
Enrichment,
Flavonoids,
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Introduction
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Flavonoids, a class of plants and fungus secondary metabolites and abundantly present
17
in the human diet mainly as glycoside conjugates which are transformed to a complex
18
mixture of conjugates in human body.1,2 Flavonoids are a large group of polyphenolic
19
compounds with the skeleton of two benzene rings linked via an oxygen-containing
20
heterocyclic ring. Flavonoids have broad biological and pharmacological activity including
21
anti-allergic, anti-inflammatory, and antioxidant activities with little toxicity,1-3 and therefore,
22
are known to have preventing effects against various diseases such as cancers,4 diabetes,5
23
inflammations,6 and Alzheimer’s disease,7 which have been investigated via in vitro or in
24
animal studies. Conventionally, the analysis of flavonoid aglycones and their conjugates
25
mainly relies on high performance liquid chromatography (HPLC)8-11 and liquid
26
chromatography/mass spectrometry (LC/MS)12-14 which affords straightforward and reliable
27
information. Thin layer chromatography (TLC) is also useful for rapid screening,15,16 but it
28
has disadvantages of low resolution and poor quantitative ability. Electrochemical methods
29
also have been efficiently used,17,18 of which the general use is hampered due to its
30
insufficient selectivity in the presence of compounds with structural similarity. Particularly, it
31
has been known to be relatively difficult to detect and quantitate flavonoid aglycones
32
compared with other small molecules because of poor solubility and rapid metabolic
33
elimination from the human body.19-23 In this regard, reliable analytical methods for the
34
detection and quantitation of flavonoid aglycones via selective and efficient procedures are
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urgently needed.
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Here, we report an efficient enrichment method for facilitating the analysis of vicinal
37
diol-containing flavonoid molecules using matrix-assisted laser desorption/ionization time of 3
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flight mass spectrometry (MALDI-TOF MS). The use of MALDI-TOF MS as an analytical
39
tool for small molecules offers many advantages over other conventional methods in terms of
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easy sample preparation, rapidity, high sensitivity, low background signals, and no false-
41
positive signals.24-26 In addition, MS analysis has excellent multiplexing capability since it
42
provides molecular weights of analytes, and thus, distinctively discriminates multiple
43
analytes despite of structural similarity. In our strategy, boronic acid-functionalized
44
polyacrylamide particles (BAPs) were harnessed for selective isolation of vicinal diol-
45
containing flavonoid molecules, where boronic acids dominantly form boronate monoester
46
complexes with vicinal diols at basic pH, while decomplexation occurs in the acidic
47
environment resulting in the recovery of boronic acid and vicinal diol functionality.27-30 By
48
using this characteristic, boronic acid-functionalized materials have been widely used for the
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analysis of vicinal diol-containing hydrophilic biomolecules, mostly saccharides,31-33
50
nucleosides,34 glycopeptides and glycoproteins,35-37 and for various applications including
51
drug delivery systems, enzymatic inhibitions, and cell-capture/release systems.28,38-41
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However, very few examples have been reported for the study of hydrophobic molecules
53
such as flavonoids because of its low water-solubility and interference of other vicinal diol-
54
containing biomolecules existing in biological systems in high abundance.42,43 As a typical
55
example, Zhang et al. introduced boronate affinity adsorption of cis-diol-containing
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hydrophobic molecules in nonaqueous solvents such as methanol, acetonitrile, and ethyl
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acetate.43
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In the current study, the selectivity of BAPs towards vicinal diol-containing flavonoids
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was evaluated in the presence of other flavonoids in highly excess amount which have
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multiple hydroxyl groups and carbonyl groups that potentially interact with boronic acids. 4
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Next, the practical applicability was assessed by quantitating quercetin spiked in fetal bovine
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serum. Furthermore, we showed that our method can effectively enrich vicinal diol-
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containing flavonoids and facilitate the quantitation of the targets present in animal tissues in
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low abundance. Finally, recyclability of the BAPs was confirmed for validating the practical
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usability and cost saving of our method.
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Materials and Methods
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Materials
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Boronic acid-functionalized particles (100 µmol boronate/mL of settled resin) were
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purchased from Thermo Fisher Scientific (Mississauga, ON, Canada). Quercetin hydrate,
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sodium dodecyl sulfate (SDS), dimethyl sulfoxide (DMSO), ammonium acetate, and
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trifluoroacetic acid (TFA) were purchased from Sigma-Aldrich (St. Louis, MO, USA). Ethyl
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acetate (EA) was purchased from Samchun Chemical Co., Ltd. (Seoul, Korea). Naringenin,
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apigenin, kaempferol, and luteolin were purchased from Tokyo Chemical Industry (Tokyo,
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Japan). Acetonitrile (ACN) was purchased from Junsei Chemical Co., Ltd. (Tokyo, Japan).
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Fetal bovine serum (FBS) and phosphate-buffered saline (PBS) were purchased from
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WELGENE (Daegu, Korea). Gold nanoparticles (AuNPs, 40 nm diameter) were prepared
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using the method previously reported by Schwartzberg et al..44
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Methods
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General 5
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Quercetin and luteolin were used as target molecules containing a vicinal diol, while
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naringenin, apigenin, and kaempferol were used as control molecules without a vicinal diol.
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Quercetin and naringenin were dissolved in 40% ammonium acetate buffer (0.2 M at pH 8.65)
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in DMSO at various concentrations. Apigenin, kaempferol, and luteolin were dissolved in 30%
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ammonium acetate buffer (0.2 M at pH 8.65) in DMSO at various concentrations. Boronic
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acid-functionalized particles containing 0.25 µmol boronates were washed three times with 1
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mL of ammonium acetate buffer (0.2 M at pH 8.65) by centrifugation at 10,770×g for 30 s,
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and were resuspended in 200 µL of various solutions of the target molecules and the control
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molecules. The capture procedure was conducted using a horizontal microtube holder under
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vortex at room temperature for 2 h. The particles were then washed 3 times with a binding
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buffer (30% or 40% ammonium acetate buffer in DMSO) by centrifugation at 10,770×g for
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30 s, and incubated with 100 µL of releasing buffer (50% acetonitrile, 1% TFA in distilled
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water) under vortex at room temperature for 10 min. Finally, the supernatant (2 µL) was
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analyzed by MALDI-TOF MS with AuNPs (1.1 nM) as a matrix.
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MALDI-TOF MS analysis
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MALDI-TOF MS analysis was performed using an Autoflex III MALDI-TOF mass
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spectrometer (Bruker Daltonics, Germany) using Smartbeam laser as an ionization source.
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All the spectra were acquired in a positive mode using 19 kV accelerating voltage and a 50
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Hz repetition rate with the average of 500 shots.
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Calibration curve
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A calibration curve for quantitating quercetin was constructed using three different
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amounts of the boronic acid-functionalized particles containing boronates of 0.125 µmol,
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0.25 µmol, or 0.5 µmol. The concentration of apigenin, as an internal standard, was adjusted
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to 10 µΜ, 40 µΜ, or 100 µΜ. Each experiment was repeated at least 3 times. All quantitation
108
was performed using the intensity sum of adduct ion peaks.
109 110
Quantitation of quercetin in FBS
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Quercetin (0.8 or 1.2 µmol) was added in FBS (2%, 5%, or 10%). The spiked FBS (200
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µL) was extracted with EA (500 µL) three times by centrifugation at 10,770×g for 1 min. The
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combined organic layer was dried in a fume hood at room temperature, and the residue was
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subjected to the above-mentioned enrichment process and quantitated using the constructed
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calibration curve.
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Quantitation of quercetin in tissues
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To quantitate the quercetin contents in the liver, quercetin (3 mg/mouse, human
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equivalent dose: 12 mg/kg)45 was intravenously injected into mice (n=3), and tissues were
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extracted with EA using the protocol previously reported by Kang et al..46 In brief, tissues
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were weighed and homogenized in PBS (tissue:PBS = 1:3, w/v). The homogenates (500 µL)
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were mixed with 10% SDS (200 µL) by sonication and then mixed with EA (500 µL) by 7
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sonication for 10 min. The mixture was centrifuged at 10,770×g for 1 min, and the
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supernatant was collected. The extraction process was repeated 3 times and the combined
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organic layer was dried in a fume hood at room temperature. The residue was subjected to the
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above-mentioned enrichment process and was then quantitated using the constructed
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calibration curve. All animal care and experimental procedures were approved by the Animal
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Care Committee of Konkuk University.
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Recyclability
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Quercetin at different amounts of 0.4, 0.8, and 1.2 µmol was incubated with boronic
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acid-functionalized particles containing 0.25 µmol boronates. After enrichment and release
133
processes, the MALDI-TOF MS analysis was performed. The identical boronic acid-
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functionalized particles were then reused 2 more times for enrichment and release of
135
quercetin.
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Results & Discussion
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Selective isolation of vicinal diol-containing flavonoid molecules
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As shown in the schematic diagram of our method in Figure 1, tissues containing the
140
vicinal diol-containing target molecules were extracted with organic solvents, where other
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vicinal diol-containing hydrophilic biomolecules (mostly water-soluble) were excluded from
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the analysis. The tissue extracts were then mixed with BAPs and incubated at basic pH 8
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leading to selective boronate monoester formation between boronic acid and vicinal diol-
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containing flavonoids. This complex remained intact during isolation by centrifugation. The
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subsequent acidic treatment induced the decomplexation and release of the vicinal diol-
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containing flavonoids, after which the MALDI-TOF MS analysis was performed.
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Because flavonoids, in general, contain multiple hydroxyl groups and carbonyl groups
148
that potentially interact with boronic acids, we first verified the binding site of BAPs with
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flavonoid molecules. Four flavonoid molecules—apigenin, kaempferol, luteolin, and
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quercetin—were individually mixed with BAPs in 30–40% ammonium acetate buffer at pH
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8.65 (for their structures, see Figure S1). Apigenin and kaempferol do not have a vicinal diol
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at 3’- and 4’-carbons but possess a potential recognition site (α-hydroxy carbonyl group at 3-
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and 4-carbons or β-hydroxy carbonyl group at 4- and 5-carbons). Luteolin and quercetin
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contain a vicinal diol at 3’- and 4’-carbons as well as the potential recognition site. After
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incubation for 2 h, the mixture was washed, and subsequently treated with a releasing buffer
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(50% acetonitrile, 1% TFA in distilled water). Finally, the supernatant was analyzed by
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MALDI-TOF MS with gold nanoparticles as a matrix. As shown in Figure S1, after
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enrichment, apigenin and kaempferol without a vicinal diol were not observed (Figure S1a
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and S1b), whereas MS analysis clearly afforded peaks corresponding to luteolin and
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quercetin (Figure S1c and S1d). This result implies that the vicinal diol at 3’- and 4’-carbons
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was the recognition site of boronic acid, and vicinal diol-containing flavonoid molecules can
162
be bound to and released from BAPs.
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Next, the selectivity of BAPs towards vicinal diol-containing flavonoids was evaluated
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in the presence of other flavonoids. We prepared three mixed solutions of flavonoids:
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quercetin/naringenin at a molar ratio of 1:1 (Figure 2a), quercetin/naringenin/apigenin at a
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molar ratio of 1:1:1 (Figure 2b), and quercetin/naringenin/apigenin/luteolin at a molar ratio of
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1:1:1:1 (Figure 2c). Quercetin and luteolin were used as vicinal diol-containing target
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molecules, while naringenin and apigenin were used as control molecules without a vicinal
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diol. The MS analysis of the mixtures afforded each peak for flavonoids in the solutions:
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quercetin (●, m/z 303.04 [M+H+], m/z 325.04 [M+Na+], m/z 341.04 [M+K+]), naringenin (□,
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m/z 273.07 [M+H+], m/z 295.07 [M+Na+], m/z 311.07 [M+K+]), apigenin (△, m/z 271.05
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[M+H+], m/z 293.05 [M+Na+], m/z 309.05 [M+K+]), or luteolin (★, m/z 287.05 [M+H+], m/z
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309.05 [M+Na+], m/z 325.05 [M+K+]) (Figure 2, top panels). However, MS analysis after the
174
isolation process described above gave only peaks for vicinal diol-containing molecules,
175
quercetin and luteolin (Figure 2, bottom panels). This result implies that vicinal diol-
176
containing flavonoid molecules can specifically be isolated by BAPs with excellent
177
selectivity.
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Enrichment of vicinal diol-containing flavonoid molecules using BAPs
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The feasibility study of our method was performed by assessing the enrichment
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capability of BAPs in the presence of other flavonoids in highly excess amount. Quercetin
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was mixed with naringenin at molar ratios of 1:10 (Figure 3a) and 1:100 (Figure 3b), and
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with naringenin/apigenin at a molar ratio of 1:10:10 (Figure 3c). MS analysis of the mixtures 10
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displayed major peaks for naringenin and apigenin with a trace of quercetin peaks (Figure 3a,
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3b, and 3c, top panels). However, the MS spectra after enrichment showed only distinct
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quercetin peaks (Figure 3a, 3b, and 3c, bottom panels), indicating the excellent enrichment
187
efficiency of BAPs towards vicinal diol-containing quercetin despite the low abundances.
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Quantitation of quercetin in complex samples
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We next verified the fidelity of our strategy by examining the limit-of-detection (LOD)
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of quercetin and by confirming the selective enrichment and quantitation of quercetin in
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highly complex samples. For quantitation, a calibration curve was constructed using three
193
different amounts of the BAPs containing boronates of 0.125 µmol (Figure 4a), 0.25 µmol
194
(Figure 4b), or 0.5 µmol (Figure 4c) with various amounts of quercetin ranging from 0.075 to
195
60 nmol in the presence of apigenin as an internal standard, and the experiment was repeated
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at least 3 times. We found that the LOD for quercetin was 75 pmol where the signal-to-noise
197
(S/N) ratio was larger than 3. Quercetin/internal standard (Q/IS) ratios at various amounts of
198
quercetin and boronates are listed in Table S1. We next measured Q/IS ratios against
199
quercetin spiked in fetal bovine serum (FBS, 2%, 5%, or 10% diluted with PBS [v/v]). The
200
quercetin spiked in FBS (200 µL) was extracted with EA (500 µL) three times, and the
201
combined organic layer was dried at room temperature. The residue underwent the above-
202
mentioned enrichment process and the quantitation was performed at linear dynamic ranges
203
by a linear regression of the Q/IS ratio against the amount of quercetin (Figure 4, insets). As
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shown in Table 1, recoveries of the known amount of quercetin added in FBS were obtained
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from 94% to 102%, and furthermore, we observed a coefficient of variance (CV) of 0.5% to 11
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5%, which are comparable to or even more efficient than those of previously reported
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methods.17,47,48 This result clearly indicates that our method is not only consistent but also
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accurate, and therefore, is feasible and applicable to complex samples.
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Quantitation of quercetin in animal tissues
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The practical applicability of our method was further evaluated by applying our system
212
to quantitate quercetin contents in animal tissues. Quercetin or PBS as a control was
213
intravenously injected into mice, and the liver from the sacrificed mice was homogenized and
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extracted with EA using the protocol previously reported by Kang et al..46 The extraction
215
process was repeated 3 times, and the combined organic layer was dried and analyzed with
216
MALDI-TOF MS. As shown in Figure 5, without the enrichment process, only a trace of
217
quercetin peak (●) was observed for the quercetin-injected mice (insets: spectra on an
218
intensity scale of 0–50) (Figure 5a and 5b, top panels). The tissue extracts were then
219
subjected to enrichment and analyzed by MALDI-TOF MS in the presence of IS (△). MS
220
spectra showed clear quercetin peaks for quercetin-injected mice with high densities, while
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no quercetin peak was observed in the case of the PBS-injected mice (Figure 5a and 5b,
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bottom panels). The comparison of the intensity between peaks for quercetin and IS allowed
223
quantitation using the constructed calibration curve, resulting that the content of quercetin in
224
the liver from the quercetin-injected mice was 0.475 mg/g of organ. These results strongly
225
imply that our method described in Figure 1 can effectively enrich vicinal diol-containing
226
flavonoids and facilitate the quantitation of the targets present in animal tissues in low 12
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abundance.
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Recyclability
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For practical usability and cost savings, BAPs must maintain good reproducibility with
231
repeatable enrichment experiments. Quercetin at different amounts of 0.4, 0.8, and 1.2 µmol
232
was incubated with BAPs containing 0.25 µmol boronates. After enrichment and release
233
processes, the Q/IS ratio was measured by MALDI-TOF MS analysis. The identical BAPs
234
were then reused 2 more times, which showed almost same values of Q/IS ratio for each
235
cycle with a CV of 1.09, 2.17 and 1.81%, indicating the excellent recyclability of the BAPs
236
(Figure S2).
237
238
In summary, we describe herein a strategy for the efficient enrichment and quantitation
239
of vicinal diol-containing flavonoid molecules using boronic acid-functionalized particles
240
(BAPs). We validated the selectivity and efficiency of BAPs towards vicinal diol-containing
241
flavonoid molecules and constructed a calibration curve for quantitating quercetin. The
242
feasibility and applicability of our method were assessed via the quantitation of quercetin
243
spiked in FBS and animal tissues. Furthermore, the recyclability of BAPs was confirmed.
244
Thus, this method is promising from the viewpoint of cost saving and practical applications.
245
A major technical concern of the method is the use of basic pH for selective boronate
246
monoester formation between boronic acid and vicinal diol-containing flavonoids which are
247
known to undergo a chemical modification in alkaline aqueous solution at pH above 10~11.49
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Although the boronate affinity extraction at pH 8.65 of our method does not seem to induce 13
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chemical degradation, the use of affinity materials reported by Zhen Liu and coworkers
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which maintain high binding capacities under neutral or acidic conditions would effectively
251
avoid this possibility.50,51
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253
Acknowledgments
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This research was supported by the Priority Research Centers Program (2009-0093824) and
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Basic Science Research Program (NRF-2016R1D1A1A09918111) through the National
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Research Foundation (NRF) of Korea funded by the Ministry of Education.
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258
Abbreviations Used
259
MALDI-TOF
260
spectrometry; HPLC, high performance liquid chromatography; TLC, thin layer
261
chromatography; BAPs, boronic acid-functionalized polyacrylamide particles; SDS, sodium
262
dodecyl sulfate; DMSO, dimethyl sulfoxide; TFA, trifluoroacetic acid; EA, ethyl acetate;
263
ACN, acetonitrile; FBS, fetal bovine serum; PBS, phosphate-buffered saline; AuNPs, gold
264
nanoparticles; LOD, limit-of-detection; S/N, signal-to-noise; Q/IS ratio, quercetin/internal
265
standard ratios; CV, coefficient of variance.
MS,
matrix-assisted
laser
desorption/ionization
266
267
Notes
268
The authors declare no competing financial interest. 14
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Supporting Information description
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Supplementary Table 1. Q/IS ratios at various boronate amounts
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Supplementary Figure 1. Verification of the recognition site of boronic acid-functionalized
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particles.
273
Supplementary Figure 2. Verification of the recyclability of the boronic acid-functionalized
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particles.
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Captions for Table and Figures
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Table 1. Quantitation of quercetin in FBS at various concentrations
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Figure 1. Schematic diagram for the efficient enrichment and analysis of vicinal diol-
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containing flavonoid molecules using boronic acid-functionalized particles and MALDI-TOF
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MS.
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Figure 2. Selectivity of boronic acid-functionalized particles towards vicinal diol-containing
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flavonoid molecules. Quercetin was mixed with (a) naringenin at a molar ratio of 1:1, or (b)
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naringenin and apigenin at a molar ratio of 1:1:1, or (c) naringenin, apigenin and luteolin at a
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molar ratio of 1:1:1:1. Quercetin and luteolin were vicinal diol-containing target molecules,
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while naringenin and apigenin were control molecules without a vicinal diol. Before
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enrichment, peaks for quercetin (●, m/z 303.04 [M+H+], m/z 325.04 [M+Na+], m/z 341.04
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[M+K+]), naringenin (□, m/z 273.07 [M+H+], m/z 295.07 [M+Na+], m/z 311.07 [M+K+]),
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apigenin (△, m/z 271.05 [M+H+], m/z 293.05 [M+Na+], m/z 309.05 [M+K+]), or luteolin (★,
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m/z 287.05 [M+H+], m/z 309.05 [M+Na+], m/z 325.05 [M+K+]) were observed. After
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enrichment, only peaks for vicinal diol-containing molecules, quercetin and luteolin, were
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obtained, indicating the excellent selectivity of boronic acid-functionalized particles towards
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vicinal diol-containing molecules. *: background signals from the matrix or plate.
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Figure 3. Efficiency of boronic acid-functionalized particles towards enrichment of vicinal
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diol-containing flavonoid molecules. Quercetin (●) was mixed with naringenin (□) at
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molar ratios of (a) 1:10 and (b) 1:100, or mixed with naringenin and apigenin (△) at a molar
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ratio of (c) 1:10:10. Before enrichment, peaks for quercetin (●) were hardly observed; 23
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however, after the enrichment, only distinct quercetin peaks were obtained, indicating the
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excellent selectivity of boronic acid-functionalized particles towards vicinal diol-containing
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quercetin despite the low abundance of quercetin. *: background signals from the matrix or
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plate.
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Figure 4. Calibration curve for quantitating quercetin at various amounts of boronate: 0.125,
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0.25 and 0.5 µmol. Quantitation was performed at linear dynamic ranges by a linear
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regression of the quercetin/internal standard (Q/IS) ratio against the amount of quercetin. The
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error bar represents standard deviation (n=3).
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Figure 5. Quantitation of quercetin in animal tissues. Liver from (a) PBS-injected mice or (b)
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quercetin-injected mice was homogenized and extracted with EA. The MS spectra of the
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tissue extracts without the enrichment process showed only a trace of quercetin peak (●) for
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the quercetin-injected mice (insets: spectra on an intensity scale of 0–50) (top panels). The
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tissue extracts subjected to the enrichment with IS (△) gave clear quercetin peaks for
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quercetin-injected mice with high densities, while no quercetin peak was observed for the
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PBS-injected mice (bottom panels). *: background signals from the matrix or plate.
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