Open Access Article
Perng Yang
Puah‡
a,
Dexter Jiunn
Herng Lee‡
b,
Ken Hing
Mak
c,
Hui Jun
Ang
c,
Hsing-Chang
Chen
d,
Pak Yan
Moh
ef,
Siat Yee
Fong
*a and
Yee Soon
Ling
*f
aFaculty of Medicine and Health Sciences, Universiti Malaysia Sabah, Jalan UMS, 88400 Kota Kinabalu, Sabah, Malaysia. E-mail: siatyee@ums.edu.my
bBiotechnology Research Institute, Universiti Malaysia Sabah, Jalan UMS, 88400 Kota Kinabalu, Sabah, Malaysia
cFaculty of Sustainable Agriculture, Universiti Malaysia Sabah, Locked Bag No. 3, 90509, Sandakan, Sabah, Malaysia
dInstitute of Food Safety and Health, National Taiwan University, No. 17, Xu-Zhou Rd, Taipei, Taiwan 10055
eFaculty of Sciences and Natural Resources, Universiti Malaysia Sabah, Jalan UMS, 88400 Kota Kinabalu, Sabah, Malaysia
fWater Research Unit, Universiti Malaysia Sabah, Jalan UMS, 88400 Kota Kinabalu, Sabah, Malaysia. E-mail: ling82ys@gmail.com
First published on 8th October 2019
The removal of particles using fluoropolymer-based membrane filters is usually done so to prolong the life span of an analytical column, prevent hardware damage, and reduce signal suppression. Ironically, these membrane filters tend to leach impurities into the samples as the samples are filtered through them. These impurities have the potential to affect the researcher's interpretation in high-throughput, non-targeted analysis. In this study, extractable impurities from different brands of fluoropolymer-based membrane filters present in the filtrate filtered using the said filters were investigated. The results demonstrated that different brand membrane filters and materials tend to elute vastly different numbers of impurities. There were instances whereby the extractable impurities persisted in both the membrane filter and the filtrate despite the filter being pre-conditioned (up to 3 times). Principle component analysis revealed that filtrates at different purge intervals are distant from the unfiltered samples. Pre-conditioning of the PTFE membrane filters could potentially reduce the number of extractable impurities across the tested brands. PVDF filtrates, however, tend to co-cluster with their respective brands, thus suggesting that dissimilarity persists in brands following conditioning. As such, pre-conditioning of the PTFE membrane filters should be encouraged so as to reduce false positive results, while the use of PVDF membrane filters for mass-spectrometry-based untargeted analysis is not advisable as extractable impurities would still persist after 3 rounds of conditioning. Neither the use of different filter brands, nor the use of different filter materials in a sample batch are encouraged as different membrane materials or brands could potentially elute varying impurities.
The availability of ultrasensitive or high-resolution mass spectrometry detectors has enabled researchers to conduct ultra-trace level analysis. The coupling of mass spectrometry with reversed-phased gradient ultra-high performance liquid chromatography equipped with submicron particle stationaries packed column (1.6–1.9 μm) permits the analysis of a broad range of polarity and retention characteristic in a relatively shorter period of time compared to using a reversed-phased isocratic approach. With increased equipment sensitivity and resolution, the presence of ghost peaks in the acquired data is to be expected. Ghost peaks are also known as artifact (artefact) peaks6 or pseudo peaks.7 The source of these ghost peaks during reversed-phase gradient liquid chromatography from different sources, including mobile phases,8,9 improper glassware cleaning (soap residues),10,11 and laboratory plasticizers are well documented.9,12,13 An elevated background refers to interfering noises that can potentially jeopardize the performance of the mass spectrometer, usually in the form of signal suppression. Additional complications may arise when these unexpected interferences interact with the analytes, thus leading to mass-to-charge ratio shifts that will further obscure spectral interpretations. This commonly results in misinterpretation and wrong compound matching in high-throughput, untargeted analysis.
The presence of particles in prepared samples has the potential to clog liquid chromatographic columns. This will result in the shortening of the said columns' lifespan, particularly those packed with submicron particle stationaries. Apart from column clogs, particle aggregation/precipitation may introduce microscopic scratches on the rotor seal as it turns against the ceramic stator within six-port injection valve. ‘Cross-port scratch’ on the rotor seal can cause sample or eluent leaks during the injection or the analysis phase of the injection. This will result in poor mass transfer, thus resulting in broad chromatographic peaks and poor peak area reproducibility. These particles are also able to negatively affect the signal-to-noise ratio, thus potentially compromising the overall analysis in both absorbance-based and mass-based analyzer. These complications can be negated by physically removing the said particles via simple filtration of the prepared samples through a microporous (<0.2 μm pore size) membrane filter.
It is ironic that the very membrane filters that are frequently used to remove particles leach impurities as the samples are filtered through. Previously, emphasis was placed on targeted analysis, whereby specific molecules or compounds were targeted using mass spectrometers such as triple quadrupoles or ion traps. The presence of these extractable filter impurities has minimal impact on targeted analysis in terms of interference. However, emergence of high-throughput, non-targeted profiling onto extractable small molecules, the presence of these extractable filter impurities will affect the interpretation of the acquired data. In this case, it is absolutely important that the devices and products used leaches minimal amounts of impurities (ideally none) into the sample during sample preparation. There are a number of membrane filter materials available in the market, including acetate, nylon, polyethersulfone (PES), polypropylene (PP), polytetrafluoroethylene (PTFE) and polyvinylidene difluoride (PVDF). These membrane materials are packed within PP syringe filters cartridges and are certified as ‘low-extractable’ for applications involving high performance liquid chromatography coupled with absorbance-based detectors, including ultraviolet (UV), visible (VIS) and photodiode array detectors (PDA). These certifications, however, does not apply to mass spectrometry acquisition as mass spectrometers have better sensitivity (low detection limit) and resolution compared to absorbance-based detector.
Among the many organic solvents, alcohols, especially methanol are often used, alone or more usually in mixtures with varying proportions of water.14 Being hydrophilic due to their hydrogen-bonding capabilities, methanol is also lipophilic, a property that increases with their chain length; the combination of these features confers a high solubilisation power that allows them to extract a wide range of metabolites. De Vos et al. (2007) used acidified water (0.1% formic acid) in 75% methanol (pre-cooled) to extract a wide range of secondary metabolites (flavonoids, phenolic acids, alkaloids and glucosinolates) and reported it to be a very efficient method.14 Guo et al. suggested that methanol alone able to extract more secondary metabolites of a plant15 compared to other solvent mixture. Apart from the extraction efficacy, solvent compatibility with mass spectrometry is another key factor, which needs to be taken into consideration. Methanol (mixture of other organic solvents such as acetonitrile, isopropanol; water, salts and acids as programmed gradient system) is commonly employed as mobile phase to perform complicated chromatographic separation. More importantly, cumulative literature indicated methanol, due to its bipolar properties, is commonly used to reconstitute dried metabolite extracts prior LC or GC mass spectrometry analysis without compromising the sample nor the analytical instrument.14–17 Therefore, in this study, methanol is used to demonstrate the impact of filter's extractable impurities on high throughput, untargeted analysis.
Here, we report the investigation of the extractable impurities from fluoropolymer-based membrane filters, particularly PTFE and PVDF membrane filters, as organic solvent (methanol) is passed through these filters. Filtrates were collected and profiled using high-throughput, untargeted profiling. Attempts were made to identify these extractable impurities based on the acquired accurate m/z and MS/MS signals. An evaluation of the impurities in the filtered plant extracts was carried out.
Briefly, the syringe filters were conditioned (purged) thrice using 1 mL of LC-MS grade methanol (Merck, Darmstadt, Germany). The filtrates from each purge intervals (from the same filter) were collected and subjected to ultra-high performance liquid chromatography (UHPLC) conjugated with both a diode array detector (DAD) and a quadrupole time-of-flight (QTOF) mass spectrometer. Prior to sample (filtrate) injection, a blank (unfiltered LC-MS grade methanol) was injected and analyzed using UHPLC-DAD-QTOF. Profiling was carried out using a diode array detector at various wavelengths followed by a mass spectrometer, with the mass analyzer m/z range set to 50–1500. Heated electrospray ionization was used and set for positive mode ionization. The acquired data was pre-processed using MZmine 2,18 after which chemometric analysis was carried out using Metaboanalyst 4.0 (ref. 19 and 20) and molecular formulae/structure prediction of the detected impurities was done using MS Finder.21
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4 v/v] with 0.1% formic acid and 1% 1 M NH4AC added. The mobile phase was delivered at a rate of 0.5 mL min−1 during the duration of the data acquisition. The gradient used for the mobile phase was set as per the following: 1% to 60% solvent B in a linear increase for 7 minutes, then from 60% to 100% solvent B for the next 4 minutes, followed by a reversal to 1% solvent B for the next 4 minutes. Analyte absorbance chromatograms were acquired via a DAD (Thermo Scientific, Waltham, MA, USA) at 190, 254, 270, 360 nm. The mass spectrometer data acquisition was set between 50 to 1500 m/z. The voltage for the electrospray ionization (ESI) (positive mode) was set as 3.5 kV while the gas temperature of the ion source was set at 300 °C, along with the drying gas flow at 10 L min−1, and the nebulizer flow at 3.0 bar. The mass spectrometer was calibrated with Tune Mix (Sigma-Aldrich, St Louis, MO, USA) before batch analysis. The mass calibrant, 10 mM sodium formate (Sigma-Aldrich, St Louis, MO, USA), was introduced between 0.1–0.3 min via a 6-port 2 positional valve during each sample acquisition. During the post-acquisition, the acquired m/z were calibrated against the sodium formate introduced in the beginning of the acquisition.
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1
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1, v/v/v).23 The non-polar layer (lower partition) was collected from separatory funnel and vacuum concentrated so as to produce a semisolid crude extract. This semisolid extract was re-suspended in LC-MS graded methanol and centrifuged at 6000g for 20 minutes. The resulting supernatant was equally divided into multiple parts, with each part being filtered once using either unconditioned PTFE, unconditioned PVDF, pre-conditioned (purged 3 times) PTFE, or pre-conditioned PVDF membrane filter. The resulting filtrates and supernatant were profiled using UHPLC-QTOF.
There are peaks shared among different brands and different types of membrane filters materials (labelled as 1–3) as shown in Fig. 2 and 3. Tables 1 and 2 show a list of shared impurities across different brands of membrane filters. Identification of these leachable impurities is challenging using mass spectrometry (even using high-resolution mass spectrometry) because such technology could not distinguish structure chirality, isomer, isobaric and detailed molecules positioning. Although molecular fragmentation (MS/MS) could provide substantial information, the database holding extractable fluoropolymer-based membrane yet to be established. From the list of extractable impurities, we identified erucamide (m/z 337.3345)32 throughout the 8 different membrane filters where it matches the database with highest score. Erucamide is a slip agent that is commonly used to reduce the surface coefficient of friction, reduce static charge, lubrication of polymer during plastic fabrication.33,34 In order to confidently identify/elucidate vast numbers of impurities, employment of nuclear magnetic resonance on isolated impurities (up to micrograms per impurity) from the matrices is essential but perplexing. The reasons of impurities leeching from the membrane filter remained unknown. However, we deduced that these impurities eluted from the syringe filters are due to nonspecific binding of the formulation of housing component, or a component introduced during the manufacturing process.34,35 Apart from that, chemical additives added during polymer formulary for better plastic functionality and ageing properties of the polymer34 have a tendency to be eluted during the methanol purging.34,35 It was observed that the extractable impurities in the filtrates were reduced (Tables 1, 2, S1 and S2†) as the conditioning (number of purges) increased from 1 to 3. As such, choosing the right membrane filter with low nonspecific analyte binding, together with pre-flushing (pre-conditioning), is important so as to reduce the presence and amount of extractable impurities, especially for non-targeted studies. The presence of these extractable impurities can affect the interpretation of the analytical results.
a Lowest intensity highest intensity. *Listed molecules are singly charged. #The signal intensity is masked by the impurities which co-elute at the same retention time. — Not detected. (1), (2) & (3) are the peaks labelled in the chromatogram Fig. 2. §Identified compound based on Keller et al., 2008 (ref. 32) and its compound fragmentation was cross checked with MS-Finder.21,22
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a Lowest intensity highest intensity. *Listed molecules are singly charged. #The signal intensity is masked by the impurities which co-elute at the same retention time. — Not detected. (1), (2) & (3) are the peaks labelled in the chromatogram Fig. 3. §Identified compound based on Keller et al., 2008 (ref. 32) and its compound fragmentation was cross checked with MS-Finder.21,22
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The PTFE membrane filtrates shared common contaminants (Tables 1 and 2) across different brands (Fig. 2A–D(i)–(iv)). However, additional impurities were present in Brand P filter as compared to other brands where peaks from those additional impurities were observed in Fig. 2B(ii)–(iv). These peaks contributed to the dissimilarity of the MeOH filtrates using Brand P filters as compare to the MeOH filtrates using other brand filters in principle component analysis (Fig. 4A(i), Table S1 and S2†). A similar observation can be made for filtrates collected from PVDF membrane filters (Fig. 4B(i), Table S2-2†), where Brand P's common peaks were masked by the presence of additional extractable impurities (Fig. 3A–D(ii) and (iii)). The results obtain seem to suggest that for high-throughput, untargeted analysis, sample filtration should be carried out using a single brand of filter since different extractable impurities from different brands of membrane filter could potentially contribute to false positive results.
The pre-conditioning (purging) of the PTFE membrane filters resulted in a reduction in the variances contributed by the differences in the PTFE membrane filter brands as the clusters tend to overlap between brands (Fig. 4Aii). In PVDF membrane filters, however, filtrates from Brand P formed a cluster which is relatively distant from filtrates obtained from other brands (Brand A, Brand T, and OEM) and that the other brands are clustered closer to each other (Fig. 4B(ii)). This outcome is expected due to the additional extractable impurities present in Brand P membrane filter (Fig. 3B(iv)). Although filtrates from PVDF membrane filter filtrates from Brand A, Brand T, and OEM generally clustered closer to the unfiltered MeOH (Fig. 3A(v), C(v), and D(v)) compared to filtrates from Brand P PVDF membrane filter (Fig. 3B(v)), those filtrates can still be distinguished from one another using PCA (Fig. 4B(ii)) due to the presence of extractable impurities in those brands. Membrane filter pre-conditioning was previously carried out by other researchers, though it was on nylon membrane filters. Up to 20 mL of MeOH was used to condition the nylon membrane filter, which resulted in a ∼10% reduction in the intensities contributed by the impurities.11 Based on the results obtained, the use of different membrane materials or different brands is not encouraged due to the presence of different types of impurities. The pre-conditioning of PTFE membrane filter is encouraged to reduce the false positives contributed by the extractable impurities. Extensive pre-conditioning, while could potentially further reduce the amount of extractable impurities, would not be practical and would defeat the purpose of these filters as they were designed to be ready-to-use out of the box. Excessive pre-conditioning would introduce another issue whereby it could potentially introduce microscopic tears, thus enabling submicron particles to pass though the said filter and interfere with subsequent analyses.
Footnotes |
| † Electronic supplementary information (ESI) available. See DOI: 10.1039/c9ra06198c |
| ‡ These authors contributed equally to this work. |
| This journal is © The Royal Society of Chemistry 2019 |