Open Access Article
Mairi E.
Sandison
a,
K. Tveen
Jensen
b,
F.
Gesellchen
c,
J. M.
Cooper
b and
A. R.
Pitt
*c
aInstitute of Molecular, Cell and Systems Biology, University of Glasgow, Glasgow, G12 8QQ, UK
bSchool of Life and Health Science, Aston University, Birmingham, B4 7ET, UK
cDivision of Biomedical Engineering, University of Glasgow, Glasgow, G12 8LT, UK. E-mail: a.r.pitt@aston.ac.uk
First published on 21st July 2014
Reversible phosphorylation plays a key role in numerous biological processes. Mass spectrometry-based approaches are commonly used to analyze protein phosphorylation, but such analysis is challenging, largely due to the low phosphorylation stoichiometry. Hence, a number of phosphopeptide enrichment strategies have been developed, including metal oxide affinity chromatography (MOAC). Here, we describe a new material for performing MOAC that employs a magnetite-doped polydimethylsiloxane (PDMS), that is suitable for the creation of microwell array and microfluidic systems to enable low volume, high throughput analysis. Incubation time and sample loading were explored and optimized and demonstrate that the embedded magnetite is able to enrich phosphopeptides. This substrate-based approach is rapid, straightforward and suitable for simultaneously performing multiple, low volume enrichments.
A number of methods for phosphopeptide enrichment have been described in the literature, the most widely used being immobilized metal affinity chromatography (IMAC) and metal oxide affinity chromatography (MOAC).3 In IMAC, phosphorylated species are retained through the formation of metal–ligand complexes, commonly chelated metal ions (Fe3+, Ga3+, Al3+, Zr4+). MOAC exploits the affinity of metal oxide surfaces for phosphate groups4 and appears to have fewer limitations than IMAC.5 MOAC approaches have been growing rapidly, in particular methods employing TiO2 sorbents,6,7 which gained popularity following reports by Pinkse et al. and Kuroda et al. in 2004 (ref. 8 and 9) and by Larsen et al. in 2005.10 Since then a number of TiO2 enrichment strategies have been reported, including the use of TiO2 particles trapped in a polymeric monolith by photopolymerisation,11,12 centrifugation-based protocols using suspensions of TiO2 particles13,14 and the development of capillaries coated with thin TiO2 films by liquid phase deposition.15,16
A number of other metal oxides have also been successfully employed for phosphopeptide enrichment, including ZrO2,17 Fe3O4 (ref. 18 and 19) and Al2O3.20,21 For phosphopeptide analysis by MALDI-MS, several reports have described on-target approaches to enrichment.22–25 The implementation of phosphopeptide enrichment in a lab-on-a-chip (LOC) format26 has many potential advantages including low sample volume requirements, the potential both to multiplex parallel analysis streams and integrate several sample preparation stages in a single system,27–31 decreased analysis times, increased experimental throughput and minimal sample handling.
However, there have been few reports describing LOC phosphopeptide enrichment strategies. A commercial microfluidic HPLC-chip that incorporates a TiO2 bead bed is currently available from Agilent (Phosphochip, Agilent Technologies).32,33 A microfabricated polymeric device whose internal microfluidic channels were coated with TiO2–ZrO2 by liquid phase deposition34 and an acoustophoresis device for efficient on-chip washing of TiO2-coated beads35 have been reported. The former was successfully employed for phosphopeptide enrichment, as demonstrated by the enrichment of the phosphopeptides from a β-casein tryptic digest, but the fabrication processes were complex and time consuming. In the latter, only the washing stages were carried out on-chip. An alternative simple, low-cost, flexible approach that is amenable to straightforward integration with existing LOC platforms would, therefore, be beneficial for phosphoproteomic analysis.
We have developed a new, simple, rapid approach to generating a moldable MOAC sorbent for phosphopeptide enrichment that is compatible with microfluidic technologies. It uses a polydimethylsiloxane (PDMS) substrate doped with magnetite (iron(II/III) oxide) particles, etched to create a highly roughened surface that is primarily composed of magnetite. Magnetite was chosen as the sorbent as it is compatible with the chemical processes necessary for generation of the substrate (polymerisation, curing and etching), and may offer the potential for magnetic patterning of the substrate in future applications. The enrichment protocol is rapid, suitable for low sample concentrations, and has no particle contamination issues. As the magnetite-PDMS material can be formed into a variety of configurations, for example into microwell arrays or microfluidic channels, using standard replica molding techniques, this approach is highly amenable to automated, low-volume, high throughput analysis. Moreover, the sorbent can be reused by re-etching the surface.
:
1 ratio (w/w). Magnetite particles were then added, with a particle
:
PDMS ratio of either 1
:
1, 1
:
2 or 1
:
4 (w/w), and thoroughly mixed to create a homogenous suspension. To create an array of wells with 96-well plate spacing, the PDMS mixture was poured over an upturned, round-bottomed, 96-well plate (Costar® cell culture plate, Corning®), around which a frame constructed from glass microscope slides had previously been bonded in order to contain the polymer mixture. For microscopy analysis, the PDMS mixture was cast over a polished silicon wafer (Compart Technology, Peterborough). After degassing the PDMS mixture by placing the mold inside a vacuum desiccator and pumping down the chamber, the PDMS was cured in an oven at 50 °C overnight. The cured PDMS was then peeled off the mold and placed in an oven at 95 °C for a further 24 hours to enhance PDMS crosslinking.36
To etch back the surface PDMS matrix and expose the embedded particles, an etchant was prepared from a 75% (w/w) aqueous solution of tetrabutylammonium fluoride (TBAF), which was diluted 1
:
10 with N-methylpyrrolidinone (NMP) to form a 7.5% TBAF solution. The etchant was prepared immediately prior to use. Substrates were immersed in the etchant and gently agitated for 2 min. They were then rinsed twice with NMP and twice with ethanol, prior to gently blow drying.
The magnetite-PDMS substrates were characterized by both scanning electron (SEM) and atomic force (AFM) microscopies. Prior to SEM analysis, using a Hitachi S4700 SEM with an accelerating voltage of 10 kV and an emission current of 10 μA, the samples were sputter-coated with a thin layer of gold–palladium (approximately 10 nm). AFM characterization was performed using a NanoWizard II Bio AFM (JPK Systems, Berlin).
:
trypsin ratio of 20
:
1. The digested casein was aliquoted and frozen at −20 °C. Prior to enrichment, an aliquot of the digest was evaporated to dryness in a SciQuip Christ freeze dryer and resuspended by vortexing in an appropriate volume of loading buffer (80
:
15
:
5) acetonitrile (ACN)
: trifluoroacetic acid (TFA)
:
distilled water (dH2O). The samples were then clarified by centrifugation at 13
000 rpm for 30 s.
900g for 90 minutes at 4 °C. The supernatant was collected and the protein concentration was determined using the Bradford method (Bradford M.M, 1976).
The HeLa cell lysate and a control sample of α-casein were incubated with 15 μl of 0.5 M DTT for 30 minutes at 60 °C and then allowed to cool to room temperature and incubated with 40 μl of 0.5 M iodoacetamide at room temperature for 30 minutes. The proteins were precipitated with trichloroacetic acid (TCA) (final concentration 10%) and washed twice in ice-cold acetone and then dried in a vacuum centrifuge. The dried precipitates were resuspended in 50 μl of 50 mM TRIS, 8 M urea, pH 8.3 and incubated for 30 minutes, then 400 μl of MilliQ water was added to reduce the urea concentration to below 1 M. Sequencing grade trypsin was added in a ratio of 1
:
40 (w/w, trypsin–protein). The samples were allowed to digest O/N at 37 °C and then acidified by the addition of 5% formic acid and purified on a C18RP column (SepPak, Waters Corporation).
:
90 ACN
:
dH2O, with a 1 min incubation per wash. The substrates were then left to dry in air for 5 min. A 15 min incubation with 150 μl 0.1 M ammonium hydroxide per well was used to elute the phosphopeptides. 4 μl of 20% FA was added to each elution fraction collected to acidify the solution for subsequent analysis and to stabilize the phosphopeptides.
:
1 ratio) were added to substrate wells (1 μg protein per well) and incubated and eluted as described above. Enrichment using TiO2 was performed using the Pierce Magnetic Phosphopeptide Enrichment Kit (Thermo Fisher, Rockford, USA), following the manufacturers protocol using 5 μg of lysate per 2.5 μl of beads.
Fractions were analysed using a Bruker Daltonics Ultraflex III MALDI TOF/TOF tandem time-of-flight mass spectrometer in positive ion reflectron mode. The laser spot size was set to minimum (10 μm), the matrix suppression deflection to m/z 690 and the detection range to m/z 700–3600. The laser power intensity was optimized to give maximum sensitivity without saturation for the fractions with the strongest signals and this power intensity was then used for all spectra acquired. For each spot, data was collected from 5000 shots fired at numerous points across the entire area. Biotools software version 3.1 (Bruker Daltonics) was used to deconvolute the spectra obtained using the SNAP algorithm (S/N threshold of 4, quality factor threshold of 20) to produce a list of monoisotopic masses with normalized intensities. Phosphopeptide enrichment was quantified by comparing the measured intensities of five phosphopeptide peaks (m/z: 2061.83, 2432.05, 2962.42, 3042.39, 3122.35 Da) to the seven most common non-phosphopeptide peaks (m/z: 742.45, 780.50, 830.45, 873.49, 1013.52, 2186.17, 2909.60 Da). A script was written in Matlab (Mathworks) to extract the intensities of each of these peaks and to return a value corresponding to the percentage of the summed phosphopeptide signal intensity relative to the total intensity of all 12 peaks. For each experimental condition, mean values from a minimum of three replicates are reported, with error bars corresponding to one standard error.
High resolution TOF MS mode was used to collect scans in positive mode from 350 to 1200 Da for 250 ms. MS/MS data was collected using information-dependent acquisition (IDA) with the following criteria: the 10 most intense ions with +2 to +5 charge states and a minimum of intensity of 200 counts-per-second (cps) were chosen for analysis, using dynamic exclusion for 20 s, 250 ms acquisition and a fixed collision energy setting of 50 ± 5 V.
:
PDMS doping ratios to determine the optimum doping level. Prepolymer mixtures with particle loadings greater than 1
:
1 were too viscous for reliable casting and so substrates with particle
:
PDMS ratios of 1
:
1, 1
:
2 and 1
:
4 were characterized. These mixtures can be used as normal PDMS for replica molding, including casting over microfabricated structures. The fabrication process and example of such structures, which demonstrates that this composite PDMS material can easily be incorporated into microfluidic systems, are shown in Fig. 1.
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Fig. 1 Fabrication of magnetite-PDMS structures. (a–c) The fabrication process. PDMS prepolymer is mixed with magnetite particles and cast over a suitable mold (a). After curing, the magnetite-PDMS is peeled off (b) and the surface PDMS etched back (c) to expose the embedded magnetite particles. (d and e) show an example of a microfluidic channel (50 μm deep) fabricated from magnetite-PDMS (1 : 1 particle : PDMS ratio). The mold used for casting this channel was fabricated as previously described.29 The scale bar in photograph (d) is 3 mm. Micrograph (e) shows a magnified region of the serpentine channel packed with 50 μm diameter internal pillars, the scale bar is 100 μm. (f) A photograph of a 4 × 4 well array with 96-well plate spacing (the centre–centre distance is 9 mm). | ||
For characterization of the surface by SEM and AFM, the magnetite-PDMS was cast over a polished silicon wafer to produce a substrate with an initially smooth, level surface. Following curing, the substrates were etched using a TBAF solution,38 resulting in the removal of the surface PDMS to expose the embedded magnetite particles (Fig. 2a). Increasing the particle doping level increased the concentration of particles at the surface (Fig. 2a), with a 1
:
1 particle
:
PDMS ratio producing a highly roughened surface that is predominantly composed of magnetite particles. The rms surface roughness of this substrate was measured by AFM to be 264 ± 74 nm, with a peak-valley height of 1.25 ± 0.22 μm (both mean ± standard error, taken from the measurement of seven 5 × 5 μm regions across the substrate). For all results reported below, a magnetite
:
PDMS ratio of 1
:
1 was employed.
:
1 particle
:
PDMS doping ratio by casting the magnetite-PDMS over the back of a 96-well cell culture plate (Fig. 1f). After etching back the surface, phosphopeptide enrichment of a tryptic digest of β-casein was carried out. The enriched and unenriched fractions were analysed by MALDI-TOF mass spectrometry and the results compared to those obtained previously. Samples were loaded into the wells in an acidic buffer to minimize the binding of non-phosphorylated peptides and incubated for the required time. The wells were then briefly washed with buffers containing ACN, which lowers the surface tension of these solutions allowing them to better wet the surface, before bound phosphopeptides were eluted in 0.1 M ammonium hydroxide.
Eluted fractions were analyzed with MALDI-MS (sample spectra in ESI Fig. S-1, peptide data in ESI Table 1†). Following magnetite-PDMS enrichment, the strong signals from non-phosphopeptide peaks are very significantly reduced, and clear signals from both phosphopeptides can be seen. The identity of the phosphopeptides was confirmed by MSMS (data not shown). This high level of enrichment is very similar to that reported before for magnetite enrichment,18,19 demonstrating that the procedure to generate the sorbent does not affect its binding properties. Higher ammonium hydroxide concentrations in the elution buffer (0.4 M or 1 M) did not improve the data. Adding 10% ACN to the eluent improved its surface wetting properties but the enrichment results obtained were poorer, with no phosphopeptides being clearly detected at the same laser power (ESI Fig. S-2†). Magnetite is a fairly well characterized substrate for phosphopeptide enrichment.18,19 As with other iron-based enrichments substrates, it shows a slightly different bias in physiochemical properties of the enriched peptides to the more commonly used TiO2 substrates,39 with a stronger enrichment of more acidic phosphopeptides, although it is still able to enrich a broad range of phosphopeptides with high selectivity.
Sample loadings from 5 to 100 ng (corresponding to low pmol to fmol quantities of sample) and incubation times from 2 to 20 min were tested. The mean %phospho values obtained are reported in Fig. 3 (n ≥ 3 for each experimental condition). These demonstrate that enrichment of the phosphopeptides is maintained across these conditions, and is good even at lower sample loadings and short incubation times. A 5 min sample incubation produced high enrichment levels for all loading conditions with good reproducibility (mean over all loadings was 96.3 ± 3.1%, n = 13). Lower sample loadings down to 5 ng did not significantly compromise enrichment, but higher sample loadings (i.e. 100 ng) or extended incubation times (i.e. 20 min) reduced enrichment and increased sample to sample variation. The use of the microwell array format was particularly beneficial for rapidly optimizing the enrichment protocol.
The optimum loading level and incubation time is likely to vary for different samples since it is important to get the correct balance between phosphopeptide enrichment and non-specific adsorption, which appears to increase with longer incubation times or loading highly concentrated samples, possibly due to differential kinetics of binding. The microwell array format reported here is well suited to rapidly optimizing the enrichment protocol, as several different sample loadings or other experimental conditions, each requiring only a low volume sample, can be performed in parallel.
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| Fig. 4 Enrichment of α-casein phosphopeptides from a casein spiked HeLa cell lysate. (a) XIC traces for unenriched control showing 4 phosphopeptides (P1–P4) and 4 non-phosphopeptides (N1–N4) (details of peptides in ESI table S-3a†) and (b) sample enriched using the magnetite-PDMS substrate showing XIC of the same peptides. Peaks for non-phosphopeptides are very much reduced or absent. | ||
To demonstrate the use of the substrate for enrichment of phosphopeptides from a more general sample, and to make a comparison with enrichment using the most commonly used metal oxide, TiO2, phosphopeptides were enriched from a HeLa lysate using a commercial TiO2 based kit (Pierce Magnetic Phosphopeptide Enrichment Kit) and our substrate. Enrichment of phosphopeptides was seen in both cases. XIC were generated for a number of phosphopeptides with a range of physicochemical properties (ESI Table S-3b†) that were identified from a MASCOT search of the data, to demonstrate enrichment and compare the two substrates. Fig. 5 shows the XIC for 10 phosphopeptides using the magnetite doped PDMS (Fig. 5a) and the commercial TiO2 kit (Fig. 5b). For comparison, Fig. 5c shows the XIC generated at the same masses as the phosphopeptides used to generate Fig. 5a and b from an unenriched HeLa lysate. A number of isobaric, non-phosphorylated peptides are picked up, and peaks corresponding to the phosphopeptides cannot be seen, clearly demonstrating the enrichment in Fig. 5a and b. There is, therefore, significant enrichment using both substrates, but as has been noted before, there are some differences in enrichment efficiencies for peptides with different physicochemical properties between the two different sorbants. Differences in intensities between Fig. 5a and b relate to the significant difference in sorbent surface areas between the two methods, resulting in lower capacity for the magnetite embedded system than the large volume of particulate TiO2 used in the commercial kit. However, the magnetite doped PDMS appears to perform well, and the processing of the substrate does not appear to have affected its ability to enrich phosphopeptides.
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| Fig. 5 Enrichment of phosphopeptides from a HeLa cell lysate. XIC for 10 phosphopeptides from a HeLa cell lysate (P1–P10, details in ESI Table S-3b†) using (a) our substrate and (b) a commercial TiO2 based kit (Pierce), showing a similar enrichment, but with some differing affinities between the two methods. (c) XIC for the same masses as (a) and (b) but in an unenriched HeLa lysate; this shows peptides isobaric to the phosphopeptides eluting at different times to the phosphopeptides, which are not seen in (a) and (b), and no traces of the phosphopeptides, demonstrating the high levels of enrichment for both methods. | ||
Footnote |
| † Electronic supplementary information (ESI) available. See DOI: 10.1039/c4an00750f |
| This journal is © The Royal Society of Chemistry 2014 |