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Simultaneous determination of naturally occurring estrogens and mycoestrogens in milk by UHPLC-MS/MS analysis Anna Laura Capriotti, Chiara Cavaliere, Susy Piovesana, Serena Stampachiacchiere, Roberto Samperi, Salvatore Ventura, and Aldo Laganà J. Agric. Food Chem., Just Accepted Manuscript • Publication Date (Web): 28 Sep 2015 Downloaded from http://pubs.acs.org on September 28, 2015
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Journal of Agricultural and Food Chemistry
Simultaneous determination of naturally occurring estrogens and mycoestrogens in milk by UHPLC-MS/MS analysis
Anna Laura Capriotti, Chiara Cavaliere*, Susy Piovesana, Serena Stampachiacchiere, Roberto Samperi, Salvatore Ventura, Aldo Laganà
Dipartimento di Chimica, Università di Roma “La Sapienza”, Piazzale Aldo Moro 5, 00185 Rome, Italy
*Corresponding author: Chiara Cavaliere Dipartimento di Chimica, Università di Roma “La Sapienza”, Piazzale Aldo Moro 5, 00185 Rome, Italy Phone: +39 06 4991 3834. E-mail:
[email protected] 1 ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
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Abstract 1
A simple, fast and reproducible method for the simultaneous determination of natural estrogens and
2
mycoestrogens (resorcylic acid lactones) in milk by ultra-high performance liquid chromatography
3
combined with electrospray ionization triple quadrupole tandem mass spectrometry (UHPLC/ESI–
4
MS/MS) is described. The extraction was carried out by solid phase extraction (SPE) using
5
graphitized carbon black as solid sorbent. The use of carbon black allowed to avoid any type of
6
sample pretreatment and the extraction was performed simply by diluting milk samples in water.
7
Correlation coefficient values were obtained in the range between 0.9991 to 1, with good recoveries
8
(67-107% at the lowest spiked level), repeatability (4.8%-16.8%) and reproducibility (3.2%-16.3%).
9
Moreover, a very low matrix effect was observed for both estrogens and mycoestrogens. With
10
respect to a previous method based on SPE with OASIS MAX cartridges, the one here described
11
allowed to detect all the analytes under investigation, at the lowest tested concentration level,
12
including free estrogens (in particular estriol).
13
Finally, the developed UHPLC/ESI–MS/MS method was applied to the analysis of some whole
14
milk samples from different lactating animals (cow, goat and donkey), as well as UHT cow milk
15
and powder milk samples.
16 17
Keywords
18
Estrogens;
mycoestrogens;
zearalenone;
milk;
liquid chromatography-mass
2 ACS Paragon Plus Environment
spectrometry
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INTRODUCTION
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Milk is one of the most consumed and important food in human diet. Cow milk is the most
21
widespread one, however, various types of milk, characterized by different composition and
22
nutritional values, are commercially available.
23
One of the most known problems affecting milk production concerns the possible contamination
24
with natural estrogens and other endocrine disruptor compounds (EDCs) of both natural and
25
synthetic origin. According to their origin, there are three main sources of EDCs in milk and its
26
derivatives. The first source of EDCs is provided by the animals themselves, and constitutes the so
27
called “natural contamination” of milk, which is the most challenging to control. Commercial milk
28
can be potentially contaminated with natural hormones, such as estrone (E1), estradiol (E2) and
29
estriol (E3). In fact, due to the continuous demand and consumption of milk, about 75% of
30
commercial milk is produced from pregnant cows.1,2 It is known that during gestation state the
31
concentration of natural estrogens is relatively high, therefore relevant quantities of estrogens can
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occur in raw milk1 and then in ready-to-drink milk, leading to increased incidence of health
33
problems, especially reproductive apparatus disorders.
34
The second source of EDCs in milk is constituted by substances of synthetic/industrial origin, such
35
as dioxins, alkylphenols and phthalates that can reach milk and milk products during industrial
36
processes, like packaging and storage.3 Because of their structure, they may mimic the estrogen
37
activity and therefore interfere with the hormonal system. Although the latest industrial processes
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are well able to control and avoid such contamination, EDCs still represent a very important issue.
39
For this reason in the literature several works have been published, regarding methodologies for the
40
screening of these compounds in milk and milk based products.4,5
41
Finally, the third source of EDCs is provided by animal feed, which could be potentially
42
contaminated. In this regard, mycotoxins are the most important animal feed contaminants, and in
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particular, mycoestrogens are mycotoxins displaying the same effects of estrogens at health level
44
due to their chemical structures. Zearalenone (ZEA) and its metabolites are the most known 3 ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
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compounds belonging to mycoestrogen group. ZEA is one of the most widely distributed
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mycotoxins produced by the Fusarium species, in particular F. graminearum and F. culmorum. The
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fungi that produce ZEA most frequently contaminate corn, but can also colonize barley, oats, wheat,
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sorghum, millet, and rice.6 Crops are then used as feed for animals and in this way mycotoxins
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might enter the human food chain via animal products, including milk and derivative products.
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Studies on cows consuming feed containing relatively high levels of mycotoxins have shown the
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mycotoxins and their metabolites can transfer to milk7,8 but, despite these studies, the presence of
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mycoestrogen residues in milk has been largely neglected, until now.
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One of the ZEA metabolite, namely α-zearalanol (α-ZAL) is principally used as illicit anabolic
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substance for animal growth. During its metabolism in animals, α-ZAL is then oxidized to
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zearalanone (ZAN) and is further reduced to β-zearalanol (β-ZAL) which is its primary metabolite
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in bovine. Therefore, all of these analytes could be found in animals that had consumed feed
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naturally contaminated with mycoestrogens9,10 or treated with the growth promoter α-ZAL.
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Moreover α-ZAL and its metabolites are also related to the metabolism of ZEA in animals and can
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occur from its metabolic pathway. In all cases, all of these compounds could reach milk with the
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same effects of free estrogens, therefore their presence should be monitored too. To reach this goal
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an analytical methodology should be able to simultaneously detect all these compounds, natural
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estrogens and mycoestrogens, at trace level, despite the lack of maximum residue levels in milk and
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other dairy products. Due to the complexity of milk, the analysis of estrogens and related
64
compounds is sometimes challenging, and a lot of steps during sample preparation are required.
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Delipidation and deprotenization are commonly employed procedures in milk analysis, but they are
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time consuming and can lead to analyte loss. At the same time it would be difficult to employ the
67
conventional commercial solid phase extraction (SPE) cartridges without any sample pretreatments.
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Also the newest and fast extraction methodologies, like QuEChERS, are rarely used for this type of
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analytes in milk.
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To overcome these challenges, in this work we developed and validated an analytical methodology
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for fast, simple and simultaneous determination of mycoestrogens and natural estrogens in different
72
commercial milk samples, without any sample pretreatment. The developed method, based on ultra
73
high performance liquid chromatography coupled to tandem mass spectrometry via electrospray
74
source (UHPLC/ESI-MS/MS), is able to reach very good recoveries, negligible or very low matrix
75
effect and lower limits of detection and quantification than previously published methods, without
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any selectivity loss.
77 78
MATERIALS AND METHODS
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Chemicals and reagents
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Acetonitrile (ACN), Methanol (MeOH), CH2Cl2, NH3 (30%), HCOOH (> 98%), and HCl were
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supplied by Sigma-Aldrich (Milan, Italy). All reagents were of analytical reagent grade, solvents
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were LC-MS grade. Ultrapure water (resistivity 18.2 MΩ cm-1) was obtained using an Arium water
83
purification system (Sartorious, Florence, Italy).
84
Pure standards of all selected compounds, i.e., E1, 17β-estradiol (β-E2), 17α-estradiol (α-E2), E3,
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ZEA, α-zearalenol (α-ZOL), β-zearalenol (β-ZOL), ZAN, α-ZAL, β-ZAL, were purchased from
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Sigma-Aldrich (St. Louis, MO, USA). The commercially available deuterated standards 17β-
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estradiol-16,16,17-d3 (β-E2-d3) and zearalenone-d6 (ZEA-d6) were purchased as pure standards
88
from Wellington Laboratories (Toronto, Ontario, Canada) and were used as internal standards (ISs).
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Full names and abbreviations of the selected compounds are reported in Figure 1. Individual stock
90
standard solutions of the analytes were prepared in MeOH at 1 mg mL−1 level. Composite working
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standard solutions were prepared by suitable dilution of stocks and used for recovery experiments
92
and renewed weekly.
93 94
Extraction and clean-up apparatus
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A model ST ultrasonic bath at a frequency of 50±3 kHz from Stimin (Milan, Italy) and an ALC
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(Milan, Italy) multispeed refrigerated centrifuge PK131R were used. Polypropylene tubes,
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polyethylene frits, and the vacuum manifold were from Supelco (Bellefonte, PA, USA). All
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samples were extracted and cleaned by SPE cartridges packed with Carbograph-4 supplied by
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LARA (Rome, Italy). Carbograph-4 is a graphitized carbon black (GCB) similar to Carboprep 200
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(Restek) and ENVI-carb X (Supelco).11,12 Acrodisc 13 mm syringe filters with 0.2 µm GHP
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membrane (used for the filtration of samples prior to the injection into the chromatographic system)
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were from Pall (Pall Corp., MI, USA).
103 104
Sample collection and preparation
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Different types of cow whole milk, UHT pasteurised whole milk (3.6 g fat; 3.30 g protein per 100
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mL), goat milk (3,9 g fat; 3,2 g protein per 100 mL), donkey milk (1,21 g fat; 1,74 g protein per 100
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mL) and powder milk (0.1 g fat and 3.3 g protein per 100 mL of reconstituted milk) were purchased
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from local markets. The method was developed on whole milk, considered as the worst case in
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terms of interferents content (such as proteins and fats).
110
Fortified samples were prepared by spiking 10 mL of milk with suitable amounts of composite
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working standard solutions and defined concentration of ISs (2 µg/L for β-E2-d3 and 1.5 µg/L for
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ZEA-d6), diluted to 250 mL with ultrapure water, and passed through the Carbograph-4 cartridges
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at about 20 mL min−1. Cartridges were prepared by placing 500 mg of the adsorbent inside 6 mL
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polypropylene tubes between two polyethylene frits. Before processing the samples, these
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cartridges were attached to a vacuum manifold apparatus and washed sequentially with 10 mL of
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CH2Cl2/MeOH (80/20, v/v), 5 mL of MeOH, 20 mL of 10 mmol L−1 HCl solution, and 10 mL of
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ultrapure water. Then, the cartridge was washed sequentially with 50 mL of ultrapure water, 10 mL
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of MeOH acidified with 50 mmol L−1 HCOOH, and 5 mL of MeOH. Acidified MeOH was
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necessary to elute some compounds that could interfere with the analysis of free estrogens,
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especially E3.13 Analytes were then eluted with 15 mL of CH2Cl2/MeOH (80/20, v/v). The eluate 6 ACS Paragon Plus Environment
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was evaporated to dryness in a water bath at 37 °C under a gentle stream of nitrogen. The residue
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was dissolved in 500 µL of water/MeOH (50/50, v/v) and then forced through a 0.2 µm GHP
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membrane syringe filter. Five microliters of each final solution was analyzed by UHPLC/ESI-MS/
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MS.
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UHPLC/ESI-MS/MS analysis
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Liquid chromatography was performed by using an Ultimate 3000 LC system (Thermo Fisher
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Scientific, Bremen, Germany) that consisted of a binary four-line pump, equipped with a degasser, a
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thermostatted microwell-plate autosampler, and a thermostatted column oven.
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A 5 µL aliquot of sample was injected on a Hypersil Gold (50×2.1 mm i.d., 1.9 µm particle size)
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equipped with a Security guard Hypersil Gold (4×2.1 mm i.d., 5 µm particle size), both from
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Thermo Fisher Scientific. The column was maintained in the thermostatted column compartment at
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40° C. Mobile phases were water (A), and ACN (B). For separation of the analytes, gradient elution
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was performed by linearly increasing the amount of B in A at flow rate of 300 µL min-1. The
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starting mobile phase composition was 15 % B. After an isocratic step at 15 % B for 1 min, B was
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linearly increased to 50% within 7 min, then brought to 99% in 2 min, and held constant for 5 min.
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Finally, the B content was lowered to 15% and the column allowed to re-equilibrated for 5 min, for
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a total cycle time of 20 min.
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A freshly prepared solution of NH3, 80 mmol L−1 in water/MeOH (50/50, v/v), was added to the LC
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column effluent at a flow rate of 50 µL min−1 by means of a Perkin-Elmer series 200 micropumps
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(Norwalk, CT, USA). MS/MS detection was performed with a TSQ VantageTM triple-stage
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quadrupole mass spectrometer (Thermo Fisher Scientific) connected with the LC system via a
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heated ESI source, operated in negative ionization mode. Spray voltages of 2.6 kV were applied,
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whereas declustering voltage was maintained to 0 V. The vaporizer temperature was set to 280°C
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and the capillary (ion transfer tube) temperature to 220°C. Sheath gas pressure, ion sweep gas
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pressure, and auxiliary gas pressure were set to 40, 0, and 20 (arbitrary units), respectively. Mass 7 ACS Paragon Plus Environment
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calibrations and resolution adjustments on the resolving lens and quadrupoles were automatically
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performed using the manufacturer’s solution introduced via infusion pump at 5 µL min−1 flow rate.
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In order to optimize the tuning parameters for each compound, 1 ng µL−1 standard solutions in
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water/MeOH (50/50, v/v) were infused at 10 µL min−1. The negative precursor ions were selected
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by the first quadrupole and fragmented in the collision cell with the appropriate collision energy.
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From the MS/MS full-scan spectra, suitable transitions were selected for acquisition in selected
153
reaction monitoring (SRM) mode. The whole LC-MS system was managed by Xcalibur software
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(v.2.1, Thermo Fisher Scientific).
155 156
Method Performance
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The method developed was evaluated according to recovery, matrix effect, linearity, precision
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(intra- and inter-day precision), limits of detection (LODs) and limits of quantifications (LOQs)
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under the optimized conditions.
160 161
Recovery
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The relative recoveries of the analytes were calculated by comparing the peak area ratio relative to
163
that of the ISs obtained by spiking milk samples containing no detectable analyte quantities with the
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composite working standard solutions and ISs at four different concentration levels (5, 0.5, 0.2 and
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0.05 µg/L) before and after the extraction procedure in triplicates.
166 167
Matrix Effect
168
Signal suppression (or enhancement) on ESI-MS/MS response due to matrix components, i.e.
169
matrix effect (ME), was assessed by comparing the response of each analyte in matrix with respect
170
their response in solvent via the formula: [1-(Amatrix/Astandard)]·100 where Amatrix and Astandard are the
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relative peak area with respect to the ISs area of the analyte in matrix and in solvent, respectively. It
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was assessed during recovery experiments for each considered concentration. 8 ACS Paragon Plus Environment
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Linearity
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For linearity evaluation two sets of calibration lines, named “standard” and “matrix-matched”,
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respectively, were constructed. The standard calibration curve was constructed by diluting
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appropriate volumes of the working standard solution in water/MeOH (50/50, v/v), and adding the
178
same amount of ISs at all times. Each point of matrix-matched calibration curve was prepared
179
following the procedure applied for recovery experiments as described in the previous section. Also
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in this case the same amount of IS was added at all times. Both standard and matrix-matched
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solutions were prepared at six concentration levels, ranging from 5 µg/L to 0.02 µg/L.
182 183
Precision
184
Precision of the method was assessed by the repeatability and reproducibility studies and expressed
185
as recoveries and the relative standard deviation (RSD, %). The intra-day precision (RSDr) was
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expressed as the standard deviation of the recovery values (n=6) of the spiked samples at three
187
levels measured during the same day. The inter-day precision (RSDR) was determined by analysing
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the spiked samples (n=3) for six different days at the same levels.
189 190
LODs and LOQs
191
Method sensitivity was evaluated by LODs and LOQs.
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The LODs and LOQs can be either instrumental (ILODs and ILOQs) or relative to the applied
193
methodology (MLODs and MLOQs). To calculate LODs the standard deviation of the response (σ)
194
was divided by the slope of the calibration curve (S), via the formula: LOD = 3 σ/S using the
195
standard calibration curve for ILOD and matrix-matched calibration curve for MLOD.
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In the same way, ILOQ and MLOQ were estimated according to the formula: LOQs = 10 σ/S. These
197
values were calculated employing data generated from regression statistic performed using standard
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and matrix-matched calibration points in the range of the lower concentrations (0.02 µg/L- 0.2 9 ACS Paragon Plus Environment
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µg/L). The sum of the ion currents of the SRM transitions was considered to determine LOQs,
200
while the less intense transition was considered to evaluate LODs.
201 202
RESULTS AND DISCUSSION
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LC-MS/MS optimization
204
The ESI-MS/MS fragmentation profile of all considered analytes was investigated by infusion
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experiments of single standards of approximately 1 ng/µL, prepared in water/MeOH (50/50, v/v).
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Mycoestrogens and free estrogens were studied in negative ionization mode, giving in all cases [M-
207
H]- as precursor ion. The list of precursor and fragment ions is shown in Table 1 together with their
208
optimized S-Lens and collision energies (CE).
209
After that UHPLC conditions were also investigated in order to find out the best mobile phases to
210
separate the analytes using C18 stationary phase.
211
It has just been reported14 that neutral mobile phases, such as water/ACN or water/MeOH, showed
212
great results in term of free estrogens separation, therefore preliminary experiments were carried out
213
testing these solvents. ACN resulted the most appropriate organic solvents for chromatographic
214
elution of all analytes in terms of peak separation and S/N ratio, especially because ACN allowed to
215
well separate ZAN, α-ZOL and β-ZOL, which coeluted using MeOH as organic mobile phase.
216
In addition, to achieve more stable and reproducible signals and enhance the ionization of free
217
estrogens, post column addition of NH3 was introduced, because of the incompatibility of high pH
218
mobile phases with the silica-bonded C18 stationary phase. The addition of the basic modifier can
219
significantly improve the deprotonation of the very weakly acid free estrogens; this resulted in a
220
significant increase in the intensity and stability of the response of ESI-MS system.
221
Concentration of 80 mmol/L of NH3 in water/MeOH (50/50, v/v) mixture was chosen due to the
222
volatility of the phase. The best conditions in term of peak area reproducibility were achieved at a
223
flow rate of 50 µL min-1.
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The mass-chromatograms of free estrogens and mycoestrogens are shown in Figure 2a and Figure
225
2b, respectively. All the examined compounds were analysed in one chromatographic run. Each
226
peak is relative to the sum of the selected transitions in an analytes-free milk sample spiked at the
227
lowest level considered for recovery experiments (0.05 µg/L) using the composite standard working
228
solution.
229 230
Sample preparation
231
Solid phase extraction with GCB
232
Milk analysis is very often challenging because a lot of interfering compounds, such as proteins and
233
fats, are present. They can suppress analyte signals, especially for compounds that can be present at
234
trace level. For this reason deproteinization and/or defatting are often employed before extraction.
235
This could lead to analyte loss, reduced reproducibility of the method, and long and time consuming
236
procedures. The use of Carbograph-4, thanks to its sorbent qualities, can avoid these limitations. It
237
is essentially a non-specific and non-porous sorbent with a surface area of about 200 m2 g-1. The
238
surface framework of this type of sorbents used in SPE was shown to be contaminated by oxygen
239
complexes. These groups are able to interact so strongly with sufficiently acidic compounds that
240
conventional solvent systems are not able to desorb them.15,16 Because of the presence of positively
241
charged chemical heterogeneities on their surface, GCB can be considered to be both reversed-
242
phase sorbent and anion exchanger, showing great versatility. Therefore it exhibits the advantage of
243
being able to simultaneously extract neutral, basic and acidic compounds.
244
In our recent work we used Carbograph-4 for the determination of free and conjugated estrogens in
245
milk.17 In this case backflush elution mode was necessary, due to the excessive retention of the
246
conjugated into the sorbent.
247
Here we chose to directly focus on the free estrogens and mycoestrogens, present in milk and
248
potentially dangerous for human health, therefore the methodology was adapted and optimized for
249
this purpose. With the optimized procedure it was possible to elute all the analytes with 11 ACS Paragon Plus Environment
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CH2Cl2/MeOH after a simple dilution of milk in water. Recovery experiments were performed at
251
four concentration levels and the results are shown in Table 2. The employed methodology
252
provided very good recoveries with negligible matrix effect also at the lowest concentration level,
253
demonstrating the effectiveness of this SPE for a very complex matrix, such as whole milk.
254 255
Comparison with other extraction methods
256
Searching the literature for works dealing with endocrine disruptors in milk provides several
257
publications, but only very few methods addressed the determination of resorcyclic acid lactones
258
and endogenous estrogenic compounds in milk. In particular most works were especially dedicated
259
to the presence of free estrogens in milk and dairy products. On the other hand methods for the
260
determination of ZEA and its metabolites were developed, but they comprised other mycotoxin
261
compounds as well. In this context only two works described methods for their analysis in milk as
262
estrogenic compounds together with mycoestrogens, by LC-MS/MS18,19 and in only one work free
263
estrogens were also considered as well, but analyzed with other techniques.20
264
In their work Xia et al.18 analysed the six resorcyclic acid lactones with SPE using the Oasis MAX
265
cartridges in whole milk samples. This polymeric sorbent has similar properties to GCB sorbent
266
because it contains quaternary amine groups on the surface, therefore it can act as reversed-phase
267
sorbent and anion exchanger. For this reason we decided to verify if the cited procedure could work
268
also for simultaneous extraction of estrogens and mycoestrogens in comparison to our optimized
269
procedure.
270
For this purpose recovery experiments were carried out using Oasis MAX cartridges at two
271
concentration levels (1 µg/L and 0.05 µg/L) following the procedure reported Xia et al.18 Results
272
demonstrated that at high spiking levels recoveries range between 70 to 90%, except for E3 (only
273
13%, data not shown). This can be explained probably because being E3 the most polar analyte, it
274
could be lost during cartridge washing with ACN. At lower spiking levels, which is the scenario in
275
milk samples, this methodology was unable to recovery free estrogens, and also mycoestrogens 12 ACS Paragon Plus Environment
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recoveries decreased significantly. This result was attributed to the low concentration levels, in
277
which case the sample pretreatment (deproteinization step) can become a crucial and limiting step;
278
in fact, the unavoidable analyte loss and the inefficiency of the commercial sorbent to retain and
279
elute the analytes significantly affected sample recoveries. On the other hand with the optimized
280
method using GCB as sorbent it was possible to reach lower MDLs and MQLs, with negligible or
281
very low matrix effect, which did not influence analyte signals also at low concentration,
282
demonstrating the effectiveness of the clean up for all the considered compounds.
283 284
Method Performance
285
The developed method showed good linearity for all the analytes investigated also in the range of
286
the low concentrations with correlation coefficients ranging between 0.9991 to 1, as shown in Table
287
3. In the majority of the works previously published LOD and LOQ values were calculated using
288
the signal to noise ratio of the transitions of the analyzed compounds. However when operating in
289
MS/MS mode with modern triple quadrupole mass spectrometers, the baseline noise is very often
290
quite totally absent, therefore the extrapolated LOD and LOQ values are notably underestimated
291
and not realistic.
292
For this reason the detection and quantification limits were assessed considering the standard
293
deviation of the response and the slope, i.e.: LOD = 3 σ/S, where σ is the standard deviation of the
294
response and S the slope of the calibration curve. For the estimate of σ, the standard deviation of y-
295
intercept of the regression line was used. In the same way, LOQ was estimated as 10 σ/S. For LOQ
296
measurements, for each analyte the sum of the two transitions was considered, whereas for LOD
297
measurements only the response of the second most intense SRM transition was considered. To
298
assess the reliability of the results we used the standard deviation and the slope of the linear
299
regression generated from the lower calibration points (between 0.02 µg/L and 0.2 µg/L, nearer to
300
LODs and LOQs values). Then, to verify the obtained values for the developed method, blank milk
301
samples were spiked at MDL and MQL concentrations. Moreover, as reported in the Commission 13 ACS Paragon Plus Environment
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Decision 2002/657/EC21, we decided that the presence of a compound is confirmed if the relative
303
intensities of their selected transitions correspond to those in the calibration standard, under certain
304
conditions set, within set tolerances. For this reason the relative intensities of the selected transition
305
for all the analytes were checked and compared in each point of the standard and matrix matched
306
calibration curve for their real detection. Finally the calculated values were confirmed by spiking a
307
blank sample with the found concentrations. As shown in Table 3, with this method it is possible to
308
reach good detection and quantification limits, which are lower with respect to the other published
309
methods. This result is crucial for this type of analysis, especially because natural contamination of
310
estrogenic compounds is often present at trace levels.
311 312
Analysis of milk samples
313
To demonstrate its applicability, the developed method was employed to analyse different whole
314
milk samples: sixteen cow milk samples, two UHT cow milk samples, three powder cow milk
315
samples, four goat milk samples, and five donkey milk samples. As for the method development,
316
we chose whole milk type considered as the worst case in term of complexity and because it is also
317
known that free estrogens could be found in larger amounts in samples richer in fats. Results
318
obtained in sample analysis indicated that in four of the sixteen samples of cow milk E1 was found
319
at concentrations between its MLOD and MLOQ value, and in one of them also ZEA was found
320
between its MLOD and MLOQ value. The other samples did not show any contamination.
321 322
REFERENCES
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(1)
Malekinejad, H.; Scherpenisse, P.; Bergwerff A. A. Naturally occurring estrogens in
324
processed milk and in raw milk (from gestated cows). J. Agric. Food. Chem. 2006, 54, 9785-
325
9791.
14 ACS Paragon Plus Environment
Page 14 of 25
Page 15 of 25
326
Journal of Agricultural and Food Chemistry
(2)
Johnson, A. C.; Williams, R. J.; Matthiessen, P. The potential steroid hormone contribution of
327
farm animals to freshwaters, the United Kingdom as a case study. Sci. Tot. Environ. 2006,
328
362, 166-178.
329
(3)
Capriotti, A. L.; Cavaliere, C.; Colapicchioni, V.; Piovesana, S.; Samperi, R.; Laganà, A.
330
Analytical strategies based on chromatography-mass spectrometry for the determination of
331
estrogen-mimicking compounds in food. J. Chromatogr. A 2013, 1313, 62-77.
332
(4)
Socas-Rodríguez, B.; Asensio-Ramos, M.; Hernández-Borges, J.; Herrera-Herrera, A. V.;
333
Rodríguez-Delgado, M. T. Chromatographic analysis of natural and synthetic estrogens in
334
milk and dairy products. Trends Anal. Chem. 2013, 44, 58-77.
335
(5)
Wielogorska, E.; Elliott, C. T.; Danaher, M.; Chevallier, O.; Connolly, L. Validation of an
336
ultra high performance liquid chromatography-tandem mass spectrometry method for
337
detection and quantitation of 19 endocrine disruptors in milk. Food Control 2015, 48, 48-55.
338
(6)
Fink-Gremmels, J.; Malekinejad, H. Clinical effects and biochemical mechanisms associated
339
with exposure to the mycoestrogen zearalenone. Anim. Feed Sci. Technol. 2007, 137, 326-
340
341.
341
(7)
342 343
carryover of mycotoxins to food of animal origin. Mycoses 2000, 43, 79-83. (8)
344 345
Gareis, M.; Wolff, J. Relevance of mycotoxin contaminated feed for farm animals and
Yiannikouris, A.; Jouany, J.P. Mycotoxins in feeds and their fate in animals: a review. Animal Res. 2002, 51, 81-99.
(9)
Zollner, P.; Jodlbauer, J.; Kleinova, M.; Kahlbacher, H.; Kuhn, T.; Hochsteiner, W.; Lindner,
346
W. Concentration Levels of Zearalenone and Its Metabolites in Urine, Muscle Tissue, and
347
Liver Samples of Pigs Fed with Mycotoxin-Contaminated Oats. J. Agric. Food Chem. 2002,
348
50, 2494-2501.
349
(10) Capriotti, A. L.; Caruso, G.; Cavaliere, C.; Foglia, P.; Samperi, R.; Laganà, A. Multiclass
350
mycotoxin
analysis
in
food,
environmental
and
351
chromatography/mass spectrometry. Mass Spectr. Rev. 2012, 31, 466-503 15 ACS Paragon Plus Environment
biological
matrices
with
Journal of Agricultural and Food Chemistry
352
(11) Cavaliere,
C.;
Foglia,
P.;
Pastorini,
E.;
Samperi,
R.;
Page 16 of 25
Laganà,
A.
Liquid
353
chromatography/tandem mass spectrometric confirmatory method for determining aflatoxin
354
M1 in cow milk: Comparison between electrospray and atmospheric pressure photoionization
355
sources. J. Chromatogr. A 2006, 1101, 69-78.
356
(12) Bogialli, S.; D’Ascenzo, G.; Di Corcia, A.; Laganà, A.; Nicolardi, S. A simple and rapid
357
assay based on hot water extraction and liquid chromatography–tandem mass spectrometry
358
for monitoring quinolone residues in bovine milk. Food. Chem. 2008, 108, 354-360.
359
(13) Laganà, A.; Fago, G.; Marino, A.; Santarelli, D. Liquid chromatography tandem mass
360
spectrometry applied to the analysis of natural and synthetic steroids in environmental waters.
361
Anal. Lett. 2001, 34, 913-926.
362
(14) Gentili, A.; Perret, D.; Marchese, S.; Mastropasqua, R.; Curini, R.; Di Corcia, A. Analysis of
363
free estrogens and their conjugates in sewage and river waters by solid-phase extraction then
364
liquid chromatography-electrospray-tandem mass spectrometry. Chromatographia 2002, 56,
365
25-32.
366 367
(15) Hennion, M. C. Graphitized carbons for solid-phase extraction. J. Chromatogr. A 2000, 885, 73-95.
368
(16) Laganà, A.; Fago, G.; Marino, A. Simultaneous Determination of Imidazolinone Herbicides
369
from Soil and Natural Waters Using Soil Column Extraction and Off-Line Solid-Phase
370
Extraction Followed by Liquid Chromatography with UV Detection or Liquid
371
Chromatography/Electrospray Mass Spectroscopy. Anal. Chem. 1998, 70, 121-130.
372
(17) Capriotti, A. L.; Cavaliere, C.; Foglia, P.; Samperi, R.; Stampachiacchiere, S.; Ventura, S.;
373
Laganà A. Ultra-high-performance liquid chromatography-tandem mass spectrometry for the
374
analysis of free and conjugated natural estrogens in cow milk without deconjugation. Anal.
375
Bioanal. Chem. 2015, 407, 1705-1719.
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Journal of Agricultural and Food Chemistry
376
(18) Xia, X.;Li, X.; Ding, S.; Zhang, S.; Jiang, H.; Li, J.; Shen, J. Ultra-high-pressure liquid
377
chromatography–tandem mass spectrometry for the analysis of six resorcylic acid lactones in
378
bovine milk. J. Chromatogr. A 2009, 1216, 2587-2591.
379 380
(19) Sørensen, L. K.; Elbæk, T. H. Determination of mycotoxins in bovine milk by liquid chromatography tandem mass spectrometry. J. Chromatogr. B 2005, 820, 183-196.
381
(20) D’ Orazio, G.; Asensio-Ramos, M.; Hernandez-Borges, J.; Rodrıguez-Delgado, M. A.; Fanali,
382
S. Evaluation of the combination of a dispersive liquid–liquid microextraction method with
383
micellar electrokinetic chromatography coupled to mass spectrometry for the determination of
384
estrogenic compounds in milk and yogurt. Electrophoresis 2015, 36, 615-625.
385
(21) Commission Decision 2002/657/EC of 12 August 2002 implementing Council Directive
386
96/23/EC concerning the performance of analytical methods and the interpretation of results,
387
as amended by Decision 2003/181/EC (4). Official Journal of the European Communities, 8-
388
36.
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FIGURE CAPTIONS
391 392
FIGURE 1 Chemical Structure, names and abbreviation of the free estrogens and resorcyclic acid
393
lactones analyzed.
394 395
FIGURE 2a Selected ion chromatograms of MRM of the investigated free estrogens. Each peak is
396
relative to the sum of the selected transitions for each estrogen in a milk sample spiked at 0.05 µg/L
397
with the composite standard working solution.
398 399
FIGURE 2b Selected ion chromatograms of MRM of the investigated resorcyclic acid lactones.
400
Each peak is relative to the sum of the selected transitions for each estrogen in a milk sample spiked
401
at 0.05 µg/L with the composite standard working solution.
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Table 1. Full name, abbreviation, retention time, precursor and product ions and MS parameters of the analysed compounds.
Compound Abbreviation
Retention time Precursor ion (min) [M-H](m/z)
Product ion (m/z)
CE
S-Lens
Estriol (E3)
4.87
287.1
143.0 145.1
50 40
160
β-zearalanol (β-ZAL)
6.71
321.0
277.2 161.2
23 32
126
β-zearalenol (β-ZOL)
6.80
319.0
275.1 160.0
20 28
150
β-Estradiol-d3 (β-E2-d3)
7.28
274.0
143.0 145.1
60 60
181
α-zearalanol (α-ZAL)
7.29
321.0
277.2 161.2
23 32
126
β-estradiol (β-E2)
7.31
271.1
145.1 183.2
40 40
159
α-zearalenol (α-ZOL)
7.44
319.0
275.1 160.0
23 36
149
α-estradiol (α-E2)
7.56
271.1
145.1 183.2
40 40
159
Estrone (E1)
7.84
269.1
145.1 159.1
40 32
128
Zearalanone (ZAN)
8.12
319.0
275.2 205.1
22 25
127
Zearalenone-d6 (ZEA-d6)
8.12
323.0
175.1 131.1
26 33
125
Zearalenone (ZEA)
8.17
317.0
175.1 131.1
25 33
150
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Table 2. Relative recoveries (n=3 for each level) and matrix effect of free estrogens and resorcyclic acid lactones in milk samples spiked at four different concentration levels. 5 µg/L
0.5 µg/L
0.2 µg/L
0.05 µg/L
R% (RSD)
ME%
R% (RSD)
ME%
R% (RSD)
ME%
R% (RSD)
ME%
E3
93.0 (2.5)
2
81.6 (3.4)
-8
94.6 (4.0)
6
107.2 (6.4)
-2
β-ZAL
92.4 (1.4)
6
101.7 (2.0)
2
97.6 (3.3)
4
100.7 (5.2)
5
β-ZOL
85.3 (3.5)
12
90.3 (4.1)
1
100.8 (7.6)
-6
106.4 (9.0)
-4
α-ZAL
91.6 (4.0)
10
95.6 (9.6)
-1
94.4 (2.6)
2
101.1 (3.4)
2
β-E2
90.3 (2.6)
9
83.8 (6.7)
0
89.1 (7.8)
9
71.9 (5.4)
0
α-ZOL
96.8 (5.3)
5
98.2 (3.0)
8
110.2 (6.8)
-1
99.6 (4.6)
-3
α-E2
85.7 (7.1)
6
70.8 (8.2)
7
68.9 (8.1)
8
67.4 (10.2)
7
E1
91.4 (3.7)
4
82.0 (2.3)
7
100.9 (5.0)
2
96.8 (8.1)
8
ZAN
95.2 (2.5)
2
92.1 3(3.5)
0
102.3 (4.3)
10
98.0 (3.0)
6
ZEA
90.0 (2.0)
3
84.9 (4.0)
4
97.9 (3.9)
-9
99.6 (2.3)
-2
Analyte
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Table 3. Validation parameters of the proposed LC/ESI-MS/MS method for the selected compounds in milk.
Analyte
R2
R (%); RSDra (%) 0.5 µg/L
R (%); RSDRb (%) 0.5 µg/L
R (%); RSDra (%) 0.2 µg/L
R (%); RSDra (%) 0.05 µg/L
R (%); RSDRb (%) 0.2 µg/L
R (%); RSDRb (%) 0.05 µg/L
ILOD (pg inj)
ILOQ (pg inj)
MLOD (µg/L)
MLOQ (µg/L)
E3
0.9999
80.0; 6.4
77.8; 7.9
91.0; 8.5
96.0; 13.2
93.5; 13.4
90.0: 10.0
2.5
3.6
0.06
0.09
β-ZAL
0.9998
95.0; 7.0
92.3; 5.6
84.3; 22.6
78.7; 10.7
90.8; 31.1
94.8: 11.4
1.0
3.5
0.06
0.2
β-ZOL
0.9992
88.4; 6.6
83.3; 8.8
79.5; 15.2
91.0; 16.8
87.9; 18.8
93.2: 14.7
3.5
6.0
0.1
0.1
α-ZAL
0.9999
93.7; 5.3
90.1; 6.1
92.0; 13.6
89.1; 7.7
92.6; 15.7
101.0: 3.2
2.5
4.5
0.06
0.09
β-E2
0.9999
81.3; 10.2
82.8; 15.0
95.6; 7.4
90.3; 11.1
95.0; 6.8
92.0: 16.3
2.0
6.5
0.02
0.06
α-ZOL
0.9999
96.0; 3.5
94.5; 5.0
100.9; 4.8
95.8; 5.2
98.2; 5.7
97.4: 6.8
1.5
3.0
0.03
0.07
α-E2
0.9998
75.1; 9.4
88.0; 10.0
75.8; 9.3
85.7; 14.8
90.3; 14.2
92.6: 12.4
4.0
4.0
0.01
0.02
E1
0.9991
84.1; 6.7
86.0; 9.4
87.0; 8.6
94.1; 8.0
97.6; 5.1
91.0: 7.8
3.5
3.5
0.03
0.06
ZAN
1.0000
95.2; 3.3
93.3; 5.9
93.4; 7.8
88.0; 9.1
85.1; 11.4
95.5: 9.7
0.28
1.5
0.004
0.01
ZEA
1.0000
82.4; 5.1
80.8; 4.7
85.7; 6.8
91.6; 4.8
93.9; 7.2
89.4: 3.9
1.0
3.0
0.02
0.02
a) Intra-day precision n=6 within the same day b) n=6 in 6 different days; n=3 within each day
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FIGURE 2 a
b
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TOC Graphic
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