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Quantitative analysis of vitamin D using m/MALDI-TOF mass spectrometry based on a parylene matrix chip

Journal of Analytical Science and Technology volume 13, Article number: 3 (2022) Cite this article

Abstract

Vitamin D deficiency is associated with various disorders and is diagnosed based on the concentration of 25-hydroxy vitamin D3 (25(OH)D3) in serum. The parylene matrix chip was fabricated to reduce the matrix background noise, and the homogenous distribution of the matrix was retained for the quantitative analysis of 25(OH)D3. The Amplex Red assay was performed to confirm that the sample-matrix mixing zone of the parylene matrix chip was formed below the surface of the parylene-N film. The homogeneous distribution of the matrix was verified from the fluorescence image. For effective analysis using a parylene matrix chip, 25(OH)D3 was modified through the nucleophilic addition of betaine aldehyde (BA) to form a hemiacetal salt. Such modified 25(OH)D3 with a positive charge from BA could be effectively analyzed using MALDI-TOF mass spectrometry. Serum 25(OH)D3 was extracted by liquid–liquid extraction (LLE) and quantified using MALDI-TOF mass spectrometry based on the parylene matrix chip. The intensity of the mass peak of 25(OH)D3 was linearly correlated (r2 = 0.992) with the concentration of 25(OH)D3 spiked in serum, and the LOD was 0.0056 pmol/μL. Energy drinks and vitamin D3 tablets were also employed for the real sample analysis. Finally, the results of the chemiluminescence binding assay and MALDI-TOF mass spectrometry were statistically analyzed to determine the applicability of the method using the Bland–Altman test and Passing–Bablok regression.

Introduction

Vitamin D, a fat-soluble secosteroid prohormone, helps maintain calcium/phosphate homeostasis and is essential for bone and muscle metabolism (Ahn et al. 2020; Fleet 2017; Smith et al. 2020). Vitamin D has been analyzed in two different chemical forms: (1) naturally occurring vitamin D3 in mammals and (2) vitamin D2 derived from plant sources and chemical synthesis (Ding et al. 2010). Human vitamin D3 is predominantly synthesized in the skin via UV exposure through the conversion of 7-dehydrocholesterol to vitamin D3 (Loser and Beissert 2009). Deficient or excess vitamin D is linked to various disorders, such as rickets, osteomalacia, cardiovascular diseases, neurodegenerative diseases, diabetes, and even cancer. Vitamin D has been used as a biomarker for the early diagnosis of many disorders (Holick 2007; Holick and Chen 2008). In particular, 25-hydroxycholecalciferol (25(OH)D3) has been used as a clinical biomarker for monitoring vitamin D status owing to its direct link to the vitamin D substrate, a long half-life, and a high concentration in blood (Ding et al. 2010; Zerwekh 2008). The cut-off concentration of 25(OH)D3 for vitamin D deficiency is reported to be less than 10 ng/mL (0.026 pmol/μL) in serum (Kamen et al. 2006). For the quantification of 25(OH)D3 in blood, enzyme-linked immunosorbent assay (ELISA) and liquid chromatography-tandem mass spectrometry (LC–MS/MS) serve as the standard techniques (Choi et al. 2020; Hollis and Napoli 1985; Jenkinson et al. 2016; Kim et al. 2017a). However, these techniques are rather time-consuming (ELISA: 1–2 h, LC–MS/MS: 5 min), have low sensitivity (2.5–5.5 ng/mL), and require highly specialized instruments and specific antibodies (Zerwekh 2004).

Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) has been widely used for the analysis of biomolecules through mild ionization using organic matrix molecules, such as \(\alpha\)-cyano-4-hydroxycinnamic acid (CHCA) and 2, 5-dihydroxybenzoic acid (DHB). The MALDI-TOF MS has significant advantages over LC–MS/MS because LC–MS/MS requires relatively large amounts of samples (more than 50 μL) and produces waste solvent and it is also difficult to automate (Enko et al. 2015). Additionally, electrospray ionization (ESI) source which is commonly coupled with LC–MS/MS (LC–ESI–MS/MS) produces peaks of multi-protonated ions for mixtures. However, the application of conventional MALDI-TOF mass spectrometry has been limited for the quantitative analysis of small molecules with low molecular weight (m/z of less than 500) (Guo et al. 2002; Wei et al. 1999). Such limitation is caused by the fracture of organic matrix molecules, which produce unreproducible ions in the m/z range of 500 (Kim et al. 2017b, 2014a, 2014b; Park et al. 2017). The organic matrix molecules produced unreproducible mass peaks, as observed in the repeated measurements, even at the same sample spot (only with a conventional matrix of CHCA). Additionally, the inhomogeneous crystal formation of the matrix-analyte mixture caused difficulty in the quantitative analysis (Cohen and Gusev 2002). To solve such problems, a parylene matrix chip was recently developed for the quantitative analysis of small molecules in the low m/z range of less than 500. When a parylene film with a thickness of less than 50 nm was deposited on the dried matrix, the mass peaks from the matrix molecules disappeared. After a sample was dropped and dried on the parylene film, only the mass peaks from the analyte were observed. Based on the properties of the parylene matrix chip, various analytes, such as amino acids and antibiotics, have been quantitatively analyzed using the chip (Kim et al. 2017b, 2014a; Park et al. 2015, 2019, 2020b).

In this study, MALDI-TOF mass spectrometry based on a parylene matrix chip was used for the quantitative analysis of 25(OH)D3. However, the analysis of vitamin D by MALDI-TOF mass spectrometry (based on the parylene matrix chip) is difficult, as the ionization efficiency of vitamin D is very low due to the hydrophobic nature of vitamin D, which has only few polar functional groups. Additionally, vitamin D is known to be tightly bound to vitamin D binding protein (DBP), and the plasma concentrations are reported to be in the low nanomolar range (Shimada et al. 2001). As a result, chemical derivatization methods have been developed for improving detectability of vitamin D (Zaikin and Halket 2006). For effective analysis using a parylene matrix chip, 25(OH)D3 was modified through the nucleophilic addition of betaine aldehyde (BA) to form a hemiacetal salt (Wu et al. 2009). Such modified 25(OH)D3 with a positive charge from BA could be effectively analyzed using MALDI-TOF mass spectrometry based on the parylene matrix chip. In this study, the quantitative analysis of 25(OH)D3 in buffer and human serum will be presented using standard samples. Finally, the analytical results from MALDI-TOF mass spectrometry based on the parylene matrix chip will be statistically compared with those of the conventional analysis method based on an enzyme immunoassay.

Experimental section

Materials

Vitamin D3 (cholecalciferol), 25(OH)D3 (25-hydroxycholecalciferol), BA chloride, CHCA, ethanol, hexane, acetonitrile, trifluoroacetic acid (TFA), methanol, hydrochloric acid, fluorescein, sodium hydroxide, HRP, luminol, and hydrogen peroxide were purchased from Sigma-Aldrich (St. Louis, MO, USA). The parylene-N precursor was purchased from Femto Science (Hwasung, Korea). Amplex Red reagent was purchased from Invitrogen Molecular Probes (Carlsbad, CA, USA). The MSP 96 stainless steel target plate for Micro Scout MALDI-TOF mass spectrometry was purchased from Bruker Daltonics Co. (Bremen, Germany). Double distilled deionized water (18 MΩ cm) was prepared using a Milli-Q purification system (Millipore, Billerica, MA, USA).

Fabrication of the parylene matrix chip

Parylene matrix chips were developed as described previously (Kim et al. 2017b, 2014a, 2014b; Park et al. 2017). The CHCA matrix was prepared in acetonitrile/0.1% TFA (1:1, v/v) at a concentration of 10 mg/mL, and CHCA solution (0.7 μL) was dropped on the stainless-steel plate. Stainless-steel plates with CHCA spots were attached to the MSP 96 stainless steel target plate using silver-nanoparticle-containing adhesive paste for electrical contact.

Thereafter, the parylene-N thin film was deposited using a thermal parylene coater from Femto Science Co. (Seoul, Korea) by chemical vapor deposition via thermal evaporation of the dimer at 160 °C and pyrolysis at 650 °C to generate p-xylylene radicals. Then, parylene N-film was deposited on the target plate under a vacuum below 2 Torr at 25 °C. Finally, the parylene-N film on the stainless-steel plate with CHCA spots was deposited at room temperature. Further, the thickness of the deposited parylene-N film was controlled at 60 nm by adjusting the amount of the parylene-N dimer powder.

The porosity of the parylene-N film was estimated after deposition on a gold layer (thickness = 100 nm), which was sputtered on a glass wafer. Cyclic voltammetry (CV) was performed using a gold layer as the working electrode. CV analysis was performed in 50 mM potassium ferricyanide (K3[Fe(CN)6]3) at a pH of 7.0 in the potential range of −400 to + 600 mV (vs. Ag/AgCl) and scan rate of 50 mV/s using a potentiostat (IVIUM Technologies, Compactstat, Netherlands). CV measurements were repeated three times for each sample, and the third set of data was used as the signal. To validate the mixing zone of the parylene matrix chip, Amplex Red reagent solution (0.5 μL) was dropped onto a silicon wafer and dried. The parylene-N films were deposited with a thickness of 100 nm. A mixture of HRP (10 μg/mL) in a 1:1 (v/v) mixture of PBS and hydrogen peroxide was dropped onto the Amplex Red spots. After drying the HRP and H2O2 mixture, the red fluorescence was detected using fluorescence microscopy (LS55, PerkinElmer, Wellesley, MA, USA) with an excitation wavelength of 510–550 nm and an emission filter of 590 nm at an exposure time of 1–2 s. The morphology and structure of the parylene matrix chip were analyzed using fluorescence imaging. Fluorescence images were taken after fluorescein was dissolved in NaOH (0.1 M) and dispensed on the parylene matrix chip.

Derivatization of vitamin D3 for MALDI-TOF mass spectrometry

BA derivatization was performed by adding a vitamin D3 solution to ethanol. BA solution (0.05 mg/mL) was prepared using a mixture of acetonitrile and water (1:1 (v/v)). The mixture was vortexed for 10 s and allowed to react for 30 min at room temperature (Wu et al. 2009). For acid-induced degradation, vitamin D3 (0.45 pmol/μL) was added to a mixture of ethanol and HCl (100:1 (v/v)) and refluxed for 5 h at 70 °C (Mahmoodani et al. 2017). For PTAD derivatization, vitamin D3 (0.45 pmol/μL) was added to PTAD solution (0.5 mg/mL) in acetonitrile and reacted at room temperature for 4 h (Ding et al. 2010).

MALDI-TOF mass spectrometry analysis of vitamin D3

Mass spectrometric analysis was performed using a Microflex MALDI TOF mass spectrometer (Bruker Daltonics, Billerica, MA, USA) in the reflective positive mode with the first and second ion source voltages of 20 and 18 kV, respectively. A nitrogen laser with a wavelength of 337 nm was equipped with a trigger frequency of 60 Hz. The power of the irradiated laser was adjusted to 40% of the maximum energy of 59.7 μJ. All mass spectra were obtained by integrating the data of 500 laser pulses for each sample spot. For MALDI-TOF mass spectrometric analysis, the derivatized products (0.7 μL) were dispensed at five different spots on the surface of the parylene matrix chip. The mean values of signal intensities from five different spots at the same concentration of vitamin D metabolites were used to calculate the signal. The measured intensities for each concentration were plotted as graphs and linearly approximated using the least-squares method. The limit of detection was calculated to be three times the noise level. The reproducibility of MALDI-TOF mass spectrometry was verified by the inter-spot and intra-spot analyses of 25(OH)D3 at 0.45 pmol/μL. Inter-spot analysis was carried out at five different sample spots of 25(OH)D3 at a concentration of 0.45 pmol/μL, and the measurement was taken by the partial random walk function. Intra-spot analysis was also carried out in same sample spot of 25(OH)D3 at a concentration of 0.45 pmol/μL through five rounds of repeated measurements by the partial random walk function. For quantitative analysis by MALDI-TOF mass spectrometry, 25(OH)D3 solutions were prepared at different concentrations in ethanol. To demonstrate the feasibility of real sample analysis, 180 μL of human serum was spiked with 20 μL of 25(OH)D3 at different concentrations in ethanol. For sample preparation, acetonitrile (200 μL) was added to vitamin-spiked serum (200 μL) and vortexed for 15 s. Liquid–liquid extraction (LLE) was performed by adding 1 mL of hexane and vortexing for 15 s, followed by centrifugation at 14,000 rpm for 15 min at 4 °C (Park et al. 2020a). The supernatant of the mixture (800 μL) was transferred to a fresh EP tube, and the solvent was evaporated using N2 gas (45 °C). The evaporated sample was resuspended in a mixture of methanol and water (50 μL) and vortexed for 30 s. After centrifugation at 14,000 rpm for 10 min, the supernatant was transferred to a fresh EP tube for MALDI-TOF MS analysis.

Statistical analysis

As a reference method, electrochemiluminescence immunoassay (ECLIA) was employed to analyze the 25(OH)D3 solutions in ethanol at different concentrations using the Elecsys Vitamin D analysis kit from Roche (Mannheim, Germany), and the ECLIA measurement was taken at Seoul Clinical Laboratories (SCL, Seoul, Korea) (Kim et al. 2020). Bland–Altman plot and Passing–Bablok regression were used (MedCalc software, version 18.6) to confirm the coincidence of the two analysis methods used for 25(OH)D3: (1) MALDI-TOF mass spectrometry based on the parylene matrix chip and (2) ECLIA.

Results and discussion

Properties of the parylene matrix chip

MALDI-TOF MS has been commonly utilized for the detection of biomolecules through mild ionization using organic matrix molecules (Fig. 1a). Conventional organic matrices for MALDI-TOF mass spectrometry have been reported to produce unreproducible mass peaks in the low m/z range, which interfere with the detection of small molecules, especially those with a molecular weight of less than 1 kDa. When the conventional organic matrix (CHCA) was measured repeatedly at the same spot, unreproducible mass peaks from fragmented organic matrix molecules were observed in the low m/z range, as shown in Fig. 1b. The blue arrows of the mass peaks displayed different intensities, and the red arrows of the mass peaks sometimes disappeared in the mass spectra. Recently, MALDI-TOF mass spectrometry based on the parylene matrix chip has been developed for the quantitative analysis of small molecules, which could remove the interfering mass peaks from the fragmented organic matrices in the low m/z range of less than 500 (Kim et al. 2017b, 2014a, 2014b; Park et al. 2017). As previously reported (Kim et al. 2017b, 2014a, 2014b), a parylene matrix chip was produced via the deposition of a parylene film on a dried organic matrix, such as CHCA and DHB. Usually, the direct exposure of a dried matrix spot to a UV laser produces unreproducible mass peaks from fractions of matrix molecules. When a parylene film with a thickness of less than 50 nm was deposited on the dried matrix spot, the mass peaks from matrix molecules were observed to disappear upon absorption of the parylene film, as shown in Fig. 1c. Through addition of the sample, only the mass peaks from analytes were observed in the sample without any mass peaks from matrix molecules. The function of the parylene film was previously proposed to result from the mixing of the analyte between the dried matrix spot and the liquid sample within the porous parylene film. The porosity of the parylene film with a thickness of less than 50 nm, as well as the transfer of small ions through the porous parylene film, was demonstrated using cyclic voltammetry on a gold electrode, as shown in Additional file 1: Fig. S1 (Kim et al. 2014a). However, the mixing zone for analytes and matrix molecules has not been reported to be directly observed within the porous parylene film. To prove the existence of a mixing zone within the porous parylene film, an analog structure of the parylene matrix chip was developed, as shown in Fig. 2a. The fluorescence probe called Amplex Red (transparent with no fluorescence) was dried on the target plate prior to the deposition of the parylene film with a thickness of 50 nm. The fluorescence probe is oxidized into resorufin (with fluorescence, \(\lambda\)em = 590 nm) by HRP mixed with hydrogen peroxide (H2O2), as shown in Fig. 2b. Red fluorescence of resorufin was observed in the Amplex Red chip without parylene-N film deposition, and the morphology was the same as that of the non-homogeneous dried HRP/H2O2 mixture crystal (Fig. 2c). The parylene-N film was deposited on the Amplex Red spot after the HRP/H2O2 mixture solution was dried, and red fluorescence was also observed at the cross section of the parylene film. This result suggests that the HRP/H2O2 solution was mixed with the dried Amplex Red reagent through the parylene-N film. Therefore, a sample-matrix mixing zone of the parylene matrix chip was formed below the surface of the parylene-N film.

Fig. 1
figure 1

Vitamin derivatization using betaine aldehyde and preparation of the parylene matrix chip. a Principle of MALDI-TOF mass spectrometry. b Mass spectra of the organic matrix (CHCA) from repeated measurements. c Preparation scheme of parylene matrix chip and mass spectra of each preparation process

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Fig. 2
figure 2

Characterization of the parylene matrix chip. a Scheme of the mixing zone of parylene-N film. b Amplex Red assay reaction with H2O2 and peroxidase. c Fluorescence image of Amplex Red assay with or without the parylene-N film. d Fluorescence images of bare plate, CHCA matrix, and parylene matrix chip

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The inhomogeneous crystal formation of the matrix-analyte mixture caused difficulty in the quantitative analysis (Cohen and Gusev 2002). Fluorescence was detected by dispensing fluorescein dissolved in sodium hydroxide (0.1 M) on the bare plate, organic matrix, and parylene matrix chip. From the fluorescence image, as shown in Fig. 2d, the matrix in the parylene matrix chip showed a homogeneous distribution compared with the bare plate (stainless steel plate) and CHCA organic matrix spot. Accordingly, organic matrix molecules were considered to be homogeneously distributed on the surface of the parylene matrix chip, where the analyte molecules could be ionized with enhanced reproducibility. Homogeneous surfaces enhance the reproducibility of analytes in MALDI-TOF mass spectrometry (Ha et al. 2011; O'Rourke et al. 2018; Szaéjli et al. 2008).

Analysis of vitamin D

In this section, vitamin D metabolites were detected after chemical derivatization using MALDI-TOF mass spectrometry based on parylene matrix chip. The detection of vitamin D metabolites has been difficult due to their hydrophobic characteristics, lack of polar functional groups, and low concentrations in plasma. Among various vitamin D metabolites, 25(OH)D3 has been selected as a biomarker for various diseases (Ding et al. 2010; Zerwekh 2008).

For effective detection, derivatization methods of vitamin D have been studied, and BA was selectively reacted to the hydroxyl group of the 25(OH)D3 as well as vitamin D3 by nucleophilic addition to form a hemiacetal salt with a charge labeling effect, as shown in Fig. 3a. The BA-derivatized 25(OH)D3 and vitamin D3 could be detected using the conventional organic matrix called CHCA, and the mass peaks from the fragmented matrix molecules could be effectively removed using MALDI-TOF mass spectrometry based on the parylene matrix chip, as shown in Fig. 3b. When the mixture of BA-derivatized 25(OH)D3 and BA-derivatized vitamin D3 was analyzed using the parylene matrix chip, both target analytes could be simultaneously detected without the mass peaks from the fragmented matrix molecules.

Fig. 3
figure 3figure 3

Chemical derivatization of vitamin D. a Reaction diagram between the betaine aldehyde cation and the hydroxyl group of an alcohol in vitamin D. b Comparison of CHCA matrix and parylene matrix chip for the analysis of vitamin mixtures after BA derivatization. c Reaction diagram of the acid-induced degradation and the mass spectrum of the product of derivatization. d Reaction diagram of PTAD and vitamin D and the mass spectrum of the product of PTAD derivatization

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Another chemical derivatization method was employed to prepare isotachysterol via the acid-catalyzed isomerization of vitamin D in ethanol (Agarwal 1990; Jin et al. 2004; Seamark et al. 1980). The dehydrated form of isotachysterol was detected under MALDI-TOF mass conditions as degraded ion peaks, as shown in Fig. 3c (Mahmoodani et al. 2017). The derivatized form of 25(OH)D3 was [25(OH)D3 + H-H2O]+ (m/z = 383.7), and the derivatized form of D3 was [D3 + H-H2O]+ (m/z = 367.6) based on conventional MALDI-TOF mass spectrometry using an organic matrix (CHCA) as well as a parylene matrix chip.

The Diels–Alder reaction of vitamin D with 4-phenyl-1,2,4-triazoline-3,5-dione (PTAD), including atoms with high proton affinity (such as oxygen and nitrogen), was also employed (Aronov et al. 2008; Ding et al. 2010; Higashi et al. 2001, 2008). However, PTAD was not effective for the modification of vitamin D molecules owing to the low solubility of PTAD in protic solvents, long reaction time, and difficult reaction with a low sample volume. The derivatized product of vitamin D molecules was observed to have a chemical structure without any charged functional groups. Further, no mass peaks were observed based on MALDI-TOF mass spectrometry using organic matrix molecules or a parylene matrix chip, as shown in Fig. 3d. Owing to these results, the vitamin D molecules were analyzed after derivatization of BA, and MALDI-TOF mass spectrometry based on the parylene matrix chip was used for effective detection at high S/N ratios without mass peaks from fragmented organic matrix molecules.

Quantitative analysis of vitamin D molecules was performed using a parylene matrix chip. As previously mentioned, the inhomogeneous crystal formation of the matrix-analyte mixture caused difficulty in the quantitative analysis, and the parylene matrix chip was demonstrated to be useful for quantitative analysis using MALDI-TOF mass spectrometry. The feasibility of the quantitative analysis of vitamin D molecules was investigated by estimating the reproducibility of the inter-spot and intra-spot measurements. To measure inter-spot reproducibility, five sample spots were independently prepared using BA-derivatized vitamin D molecules on the parylene matrix chip, and the MALDI-TOF mass spectra were obtained at different spots, as shown in Additional file 1: Fig. S2(a) and Fig. S2(b). Based on the analysis of the mass spectra, the inter-spot reproducibility was 4.2% for 25(OH)D3 (0.45 pmol/μL) as shown in Fig. 4a, and 3.1% for vitamin D3 (0.45 pmol/μL), as shown in Fig. 4b. To estimate intra-spot reproducibility, a sample spot was prepared using BA-derivatized vitamin D molecules on the parylene matrix chip, and the MALDI-TOF mass spectra were obtained at different positions, as shown in Additional file 1: Fig. S2c, d. Based on the analysis of the mass spectra, the intra-spot reproducibility was 3.0% for 25(OH)D3 (0.45 pmol/μL) as shown in Fig. 4c and 2.6% for vitamin D3 (0.45 pmol/μL), as shown in Fig. 4d. Therefore, the analysis of BA-derivatized vitamin D molecules could be conducted with high inter- and intra-spot reproducibility using MALDI-TOF mass spectrometry based on a parylene matrix chip.

Fig. 4
figure 4

Reproducibility of the parylene matrix chip. a Spot-to-spot reproducibility of 25(OH)D3. b Spot-to-spot reproducibility of D3. c Shot-to-shot reproducibility of 25(OH)D3. d Shot-to-shot reproducibility of D3

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For the quantitative analysis of vitamin D molecules, standard samples of BA-derivatized 25(OH)D3 and vitamin D3 in ethanol were prepared in the concentration range of 0.0056–1.35 pmol/μL. Further, mass spectra with the targeted mass peak of 25(OH)D3 ([25(OH)D3 + BA]+  = 502.5 and vitamin D3 ([D3 + BA]+  = 486.5 were obtained using MALDI-TOF mass spectrometry based on the parylene matrix chip, as shown in Fig. 5a and Additional file 1: Fig. S3(a). The standard curves for derivatized 25(OH)D3 (with a linearity factor of 0.994) and vitamin D3 (with a linearity factor of 0.999) were plotted, as shown in Fig. 5b, and the limit of detection (LOD) was estimated to be 0.0056 pmol/μL for 25(OH)D3 and 0.0056 pmol/μL for vitamin D3 with a cut-off value of 0.026 pmol/μL. The LOD was marked with an asterisk (*), and the cut-off value was marked with a double asterisk (**) in the standard curves of 25(OH)D3 and vitamin D3. The standard samples of 25(OH)D3 and vitamin D3 in serum were prepared by spiking an amount ranging from 0.0056 to 1.35 pmol/μL. Further, the vitamin D molecules were isolated from serum by liquid–liquid extraction with acetonitrile and hexane prior to derivatization with BA. The mass spectra with the targeted mass peak of 25(OH)D3 ([25(OH)D3 + BA]+  = 502.5, and vitamin D3 ([D3 + BA]+  = 486.5 were obtained using MALDI-TOF mass spectrometry based on the parylene matrix chip, as shown in Fig. 5c and Additional file 1: Fig. S3(b). The standard curves for derived 25(OH)D3 (with a linearity factor of 0.994) and vitamin D3 (with a linearity factor of 0.999) were plotted, as shown in Fig. 5d, and the limit of detection (LOD) was estimated to be 0.0056 pmol/μL for 25(OH)D3 and 0.0056 pmol/μL for vitamin D3, with a cut-off value of 0.026 pmol/μL. These results indicate that 25(OH)D3 and vitamin D3 in ethanol and serum could be quantitatively determined with high linearity using MALDI-TOF mass spectrometry based on a parylene matrix chip.

Fig. 5
figure 5figure 5

Quantitative analysis of vitamin D using the parylene matrix chip. a Mass spectrum of 25(OH)D3 in ethanol. b Standard curve of 25(OH)D3 in ethanol. c Mass spectrum of 25(OH)D3 in serum. d Standard curve of 25(OH)D3 in serum

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The standard techniques for the quantification of 25(OH)D3 in blood include enzyme-linked immunosorbent assay (ELISA) and liquid chromatography-tandem mass spectrometry (LC–MS/MS) (Hollis and Napoli 1985; Jenkinson et al. 2016; Kim et al. 2017a). In this study, Elecsys Vitamin D analysis kit from Roche (Mannheim, Germany) was used as a reference and its quantification results for 25(OH)D3 were compared to those from MALDI-TOF mass spectrometry based on a parylene matrix chip. The quantification results from MALDI-TOF mass spectrometry and ECLIA are plotted in the same graph in Fig. 6a, and these standard curves show a high linearity for both methods. To estimate the statistical co-incidence of the two methods for vitamin D3, the Bland–Altman plot and Passing–Bablok regression were conducted using MedCalc software (version 18.6). The Bland–Altman test revealed that a signal difference was distributed at a confidence level of 95% (\(\pm\) 1.96 \(\upsigma\)), as shown in Fig. 6b. This result demonstrated that the two methods were highly correlated and provided the same analysis result for the detection of 25(OH)D3. Passing–Bablok regression revealed that the analysis data from both methods were distributed at a confidence level of 95%, with a Spearman correlation coefficient (\(\uprho\)) of 1.000 (P < 0.0001), as shown in Fig. 6c. These results show that the two different methods were statistically highly coincident. This result also showed that the two methods were highly correlated and provided the same analysis results for the detection of 25(OH)D3.

Fig. 6
figure 6

Statistical analysis between enzyme immunoassay and MALDI-TOF mass spectrometry. a Comparison of 25(OH)D3 in serum by enzyme immunoassay and MALDI-TOF mass spectrometry. b Bland–Altman test. c Passing–Bablok regression

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The applicability of MALDI-TOF mass spectroscopy based on a parylene matrix chip for the quantification of vitamin D3 in real samples was presented using commercially available energy drinks and vitamin D3 tablets as real samples. The energy drink mainly contained vitamin C, vitamin D3, zinc, biotin, and sodium, according to the manufacturer’s label. An energy drink was added to the BA solution for BA derivatization and then loaded onto the parylene matrix chip for mass analysis. As shown in Fig. 7a, both vitamin C and vitamin D3 reacted with BA. The mass peak from vitamin C was observed to have a higher intensity than that from vitamin D3, indicating that the relative amount of vitamin C was markedly higher than that of vitamin D3, as indicated on the manufacturer’s label (vitamin C: 13.0 pmol/μL, vitamin D3: 0.65 pmol/μL). Vitamin D3 tablet as a dietary supplement was also analyzed using the same method, and the mass peak from BA-adducted vitamin D3 was measured without matrix interference (Fig. 7b). The amount of vitamin D3 was estimated to be 0.563 pmol/μL in energy drink (0.65 pmol/μL, according to the manufacturer’s label, recovery = 86.6%) and 0.942 pmol/μL for vitamin D3 tablet (1.0 pmol/μL in the manufacturer’s label, recovery = 94.2%) from the standard curve, as shown in Fig. 7c. Thus, the amount of vitamin D3 from the measurement was well matched with that on the manufacturer’s label, and the applicability of MALDI-TOF mass spectrometry based on the parylene matrix chip was estimated to be feasible for real sample analysis using energy drinks and vitamin D3 tablets.

Fig. 7
figure 7

Real sample analysis using MALDI-TOF mass spectrometry based on parylene matrix chip. a Mass spectrum of energy drink. b Mass spectrum of vitamin D3 tablet. c Comparison of the estimated concentration using standard curve for vitamin D3

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Conclusions

Vitamin D deficiency is likely to play an important role in the high prevalence of rickets, osteoporosis, diabetes, and cardiovascular diseases. Vitamin D status is monitored by detecting 25(OH)D3 in serum due to its direct link to the vitamin D substrate and the long half-life of 25(OH)D3. The ionization efficiency of 25(OH)D3 is poor because of its hydrophobic nature and the lack of polar functional groups. Therefore, the rapid and selective chemical derivatization of 25(OH)D3 using BA was conducted to improve its detection sensitivity in MALDI-TOF mass spectrometry. A parylene chip was fabricated by depositing a thin and porous parylene N-film on an organic matrix array to reduce the matrix background interference in the low mass-to-ratio range (m/z < 500). The mixing zone of the parylene matrix chip was demonstrated by the Amplex Red assay, confirming that the mixing zone within the porous parylene film was formed below the surface of the parylene-N film. Based on the fluorescence image, the organic matrix below the parylene was homogeneously distributed, which corresponded to the enhanced shot-to-shot and spot-to-spot reproducibility. Various chemical derivatizations of vitamin D metabolites, such as acid-induced degradation, PTAD derivatization, and BA derivatization, were evaluated for their suitability to improve detectability in MALDI-TOF mass spectrometry. Among them, BA selectively and rapidly reacted with the alcohol group of vitamin D by nucleophilic addition, forming a hemiacetal salt, thereby displaying good ionization efficiency in MALDI-TOF mass spectrometry owing to its pre-charged form. The inter-spot and intra-spot levels of reproducibility were confirmed to be within 5%. Amount of 25(OH)D3 in ethanol was quantitatively analyzed by MALDI-TOF mass spectrometry based on a parylene matrix chip with good linearity (r2 = 0.994) and low LOD (0.0056 pmol/μL). Serum 25(OH)D3 was extracted by liquid–liquid extraction followed by quantification using MALDI-TOF mass spectrometry based on the parylene matrix chip. The intensity of the mass peak of 25(OH)D3 in serum was linearly correlated (r2 = 0.992) with the concentration of 25(OH) D3 in serum, and the LOD was low (0.0056 pmol/μL). The chemiluminescence binding assay and MALDI-TOF mass spectrometry results were statistically analyzed to determine the applicability of the method. Finally, the contents of an energy drink and vitamin D3 tablet were estimated using MALDI-TOF mass spectrometry based on a parylene matrix chip.

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Acknowledgements

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Funding

This work is supported by the National Research Foundation of Korea [Grant Numbers: NRF-2020R1A2B5B01002187, NRF-2020R1A5A101913111 and NRF-2021R1A2C209370611].

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Affiliations

  1. Department of Materials Science and Engineering, Yonsei University, 134 Shinchon-dong, Seodaemun-gu, Seoul, 120-749, Korea

    Joo-Yoon Noh, Moon-Ju Kim, Jong-Min Park, Tae Gyeong Yun & Jae-Chul Pyun

  2. Korea Institute of Science and Technology (KIST), Seoul, Korea

    Min-Jung Kang

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Contributions

Joo-Yoon Noh contributed to the experiment, data curation, and writing—original draft. Moon-Ju Kim, Jong-Min Park, and Tae Gyeong Yun contributed to the experiment and data curation. Min-Jung Kang was involved in the supervision and review and editing. Jae-Chul Pyun was involved in the supervision, funding acquisition, writing—original draft, and review and editing. All authors read and approved the final manuscript.

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Supplementary Information

Additional file 1

. Fig. S1. Analysis of the electrochemical property of parylene-N film by cyclic voltammetry with a redox couple of ferricyanide (Fe(CN)6 3−/4−). Fig. S2. Reproducibility of the parylene matrix chip. (a) Mass spectra of spot-to-spot reproducibility of 25(OH)D3. (b) Mass spectra of spot-to-spot reproducibility of D3. (c) Mass spectra of shot-to-shot reproducibility of 25(OH)D3. (d) Mass spectra of shot-to-shot reproducibility of D3. Fig. S3. Quantitative analysis of vitamin D using the parylene matrix chip. (a) Mass spectrum of D3 in ethanol. (b) Mass spectrum of D3 in serum.

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Noh, JY., Kim, MJ., Park, JM. et al. Quantitative analysis of vitamin D using m/MALDI-TOF mass spectrometry based on a parylene matrix chip. J Anal Sci Technol 13, 3 (2022). https://doi.org/10.1186/s40543-021-00313-2

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Keywords

  • MALDI-TOF mass spectrometry
  • Vitamin D
  • Parylene matrix chip
  • Serum analysis