Yufei Jianga,
Weida Lianga,
Binbin Wanga,
Quanshou Fenga,
Chenglong Xiaa,
Qiyao Wangb,
Yinghua Yana,
Lingling Zhaoa,
Wei Cui*b and
Hongze Liang*a
aKey Laboratory of Advanced Mass Spectrometry and Molecular Analysis of Zhejiang Province, School of Materials Science and Chemical Engineering, Ningbo University, Ningbo 315211, China. E-mail: lianghongze@nbu.edu.cn
bNingbo Key Laboratory of Behaviour Neuroscience, Zhejiang Province Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo 315211, China. E-mail: cuiwei@nbu.edu.cn
First published on 21st September 2022
In this study, new magnetic nanoparticles (denotated as Fe3O4@mSiO2-PFIL-Ti4+) have been prepared by immobilizing titanium ions with phosphonate functionalized ionic liquid (PFIL) on the wall of core–shell structured mesoporous nanomaterials. The resulting nanoparticles possess large specific surface area, strong hydrophilicity and fast magnetic response. The composites can capture traces of phosphopeptides from the tryptic β-casein digest (0.08 fmol), a digest mixture of β-casein and BSA (1:10000, molar ratio) as well as a blend of β-casein digest and a great quantity of phosphorylated protein (β-casein) and non-phosphorylated protein (BSA) (1:2000:2000, mass ratio), respectively, showing excellent sensitivity, selectivity and size exclusion ability. Additionally, Fe3O4@mSiO2-PFIL-Ti4+ shows excellent steadiness and can be reused at least 12 times. Moreover, this material was successfully applied to enrich endogenous phosphopeptides from complex bio-samples, including human saliva and serum.
So far, various strategies have been exploited for phosphopeptides enrichment.7–10 Among them, the most important methodologies are the immobilized metal ion affinity chromatography (IMAC) based on the affinity of metal ions with the phosphate groups from phosphopeptides,4,11,12 and the metal oxide affinity chromatography (MOAC) based on the affinity of metal oxides with the phosphate groups.13–15 The structures and extraction properties of IMAC materials are more tunable due to free combination of the building blocks including ligands, linkers, and metal ions. The space linkers are flexible and can be adjusted to reduce the steric hindrance when approaching to phopshopeptides. Chelating ligands can strongly immobilize metal ions and thus the leaching of metals can be dramatically reduced. These advantages may render IMAC materials suitable to distinguish target molecules from the rest in complicated samples.
The nature of IMAC adsorbent substrates is also an important factor affecting the extraction performance. Nanomaterials and mesoporous materials have been extensively studied for the application in biosciences.16–18 Besides, magnetic materials have also drawn much attention due to the rapid magnetic responsiveness that can be used to accelerate separation process.19–23 Separation and enrichment by nonmagnetic materials is a time-consuming procedure usually including sample loading, centrifuging, washing and eluting; thereby tendency of contamination and loss of target molecules in low abundance is increased.24 Magnetic nanomaterials and mesoporous materials with suitable surface modification can enrich phosphopeptides and accelerate the separation process in short time with the aid of external magnetic field.
We recently reported the synthesis of a new IMAC nanoparticles (G@mSiO2-PFIL-Mn+), in which PFIL (phosphonate-functionalized ionic liquid) was firstly introduced as a chelating ligand.25 Excellent sensitivity and specificity were observed in phosphopeptides enrichment. Herein, we report the fabrication of magnetic core–shell adsorbent material that was modified by PFIL to achieve fast separation. The prepared magnetic IMAC material (denoted as Fe3O4@mSiO2-PFIL-Ti4+) exhibited excellent specificity, sensitivity, and reusability. Moreover, this adsorbent also showed prominent size-exclusion effect when it was employed to capture phosphopeptides from the blend of β-casein digest and proteins. The ability of the freshly prepared Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles to capture endogenous phosphopeptides from bio-samples such as saliva and serum was further studied and compared with commercial PurMag Si–TiO2.
To further prove the successful preparation of these magnetic nanoparticles, zeta potential was measured for these nanospheres (Fig. 1b). After amino-functionalization, the zeta potential of Fe3O4@mSiO2-NH2 nanoparticles was changed from −15.0 to 36.4 mV. Although the surface zeta potential of Fe3O4@mSiO2-PFILOEt nanoparticles (35.6 mV) decrease slightly, it is still positive after quaternization as a result of the positive charge nature of the ionic liquid skeleton.25 Neutralization with sodium hydroxide made the potential of Fe3O4@mSiO2-PFIL-Na+ slightly changed to 37.4 mV. The immobilization of Ti4+ led to a sharp reduction in the zeta potential of Fe3O4@mSiO2-PFIL-Ti4+ to −27.9 mV.
Transmission electron microscopy (TEM) and scanning electron microscopy (SEM) were employed to monitor the morphological change of magnetic spheres. From Fig. 1c, the TEM image indicates that magnetic materials coated with mesoporous silica were prepared successfully. The surface of Fe3O4 nanoparticles is coated with a mesoporous SiO2 layer, and the size increases from about 100 nm to about 200 nm. The radialized channels can be seen in Fig. 1c, proving the triumphant coating of mesoporous SiO2. It can be observed from the change of channels in Fig. 1c and d that the IMAC material has been functionally modified on the inner wall of channels that is beneficial to the loading of more metal ions. The SEM image (Fig. 1e) of Fe3O4@mSiO2-PFIL-Ti4+ shows the uniform size while the energy dispersive X-ray analysis (EDX) result (Fig. S1, ESI†) also confirmed the successful preparation of the magnetic IMAC material.
In order to get insight into the compositions of Fe3O4@mSiO2-PFIL-Ti4+, it was further analyzed by X-ray photoelectron spectrometry (XPS). As demonstrated in Fig. S2 (ESI†), the element peaks of Fe 2p, O 1s, Ti 2p, N 1s, C 1s, P 2p, Si 2p and Fe 3p could be observed in the spectrum, implying the successful synthesis of Fe3O4@mSiO2-PFIL-Ti4+. In addition, inductively coupled plasma optical emission spectroscopy (ICP-OES) analysis was carried out to provide the quantity of Ti (7.47 μg mg−1) immobilized on Fe3O4@mSiO2-PFIL-Ti4+.
The surface area, pore size and pore volume of the Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles were determined by N2 adsorption–desorption measurements (Fig. 2a). The Brunauer–Emmet–Teller (BET) surface area and total pore volume are 509.77 m2 g−1 and 0.55 cm3 g−1, respectively. The pore size distribution calculated by Barrett–Joyner–Halenda (BJH) model shows the average pore size is about 3.13 nm which is similar to the previous results of our research group.25 Such a large pore volume and narrow pore size can increase the surface area of the nanoparticles, thereby enhancing the enrichment capacity and decreasing interferences of large biomolecules. The adsorption capacity of Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles was evaluated by setting pyridoxal 5′-phosphate as the pattern, which was calculated to be 9.9 mg g−1.
Water contact angle embodies the interface characteristics from solid material surface to water. Fig. 2b vividly shows that after diethyl phosphonate precursor Fe3O4@mSiO2-PFILOEt was hydrolysed, the water contact angle of the prepared Fe3O4@mSiO2-PFIL-Ti4+, was reduced from 48.7° to 23.1°. Compared with previous studies, hydrophilicity was enhanced.25 Although the spacer arms and diethyl phosphate groups would enhance the hydrophobicity of the material, the cationic skeleton introduced into the designed material can greatly improve its hydrophilicity, and lead to a large decrease of the water contact angle of the final nanoparticles, proving the rationality of the design strategy.
The magnetic properties of Fe3O4, Fe3O4@mSiO2 and Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles were measured by vibrating sample magnetometer (VSM). As shown in Fig. 2c, saturation magnetization of Fe3O4, Fe3O4@mSiO2 and Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles are 48.5, 35.9, and 26.2 emu g−1, respectively. Although the saturation magnetization of this final product is reduced due to the mesoporous SiO2 layer and the subsequent modification, it can be seen that under the action of external magnetic field, Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles can still be gathered rapidly from the suspension within 15 s.
Furthermore, the crystal structures of the Fe3O4 and Fe3O4@mSiO2-PFIL-Ti4+ nanospheres were identified by X-ray diffraction (XRD). As shown in Fig. 2d, the diffraction peaks of Fe3O4 nanoparticles with 2θ at 30.4°, 35.6°, 43.3°, 57.3°, and 62.8° were observed, proving that the structure of the nanoparticles is cubic spinel structure.26 The diffraction peaks of Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles can also be viewed in Fig. 2d, which completely matches the diffraction pattern of Fe3O4 nanoparticles. It can be fully proved that the crystalline type has not been varied after a series of coating and molecular modification. This result is consistent with the properties of magnetic measurement. Through all these characterizations, the novel IMAC magnetic nanoparticles were proved to be successfully prepared, with high hydrophilicity and excellent magnetic response property.
Keeping the loading buffer fixed at 50% ACN and 1% TFA, the influence of the concentration of NH4OH was investigated. The trapped phosphopeptides were eluted using three concentrations of NH4OH diluted with water. Fig. S4 (ESI†) indicated that strong peaks of three phosphopeptides (m/z 2061, 2556, and 3122) with clean background were found by using ammonia solution (concentrated ammonia solution diluted with deionized water, 5%, v/v) as elution buffer. Thus, this concentration of NH4OH solution was employed for the following experiments.
All detailed information of the phosphopeptides enriched by Fe3O4@mSiO2-PFIL-Ti4+ is listed in ESI (Table S1†).
We then investigated the enrichment selectivity of Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles to phosphopeptides from trypsin digested mixtures of β-casein and BSA. No signals of phosphopeptides were seen without enrichment, as revealed in Fig. 4a. After treatment with Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles, 4 phosphopeptides (m/z 2061, 2556, 2966, and 3122) with strong intensity were identified for two samples diluted to 1000 and 5000 times by BSA digestion solution, respectively (Fig. 4b and c). Two phosphorylated peptides (m/z 2061 and 2556) with appreciable S/N ratio (50 and 11, respectively) were still detectable (Fig. 4d), even though β-casein digestion was diluted with 10000-fold BSA digestion, demonstrating the super specificity and selectivity of Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles.
In addition, the size-exclusion effect of Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles was also investigated. Two kinds of mixtures with different mass ratios of β-casein digest and BSA protein (1:2000), and β-casein digest, BSA protein and β-casein protein (1:2000:2000) were configured to simulate real bio-samples. As shown in Fig. 5, the signal peaks of phosphopeptides in high intensities were detected, indicating that the interference of large proteins was eliminated after the procedure of enrichment. Due to the small pore size (3.13 nm) of the material, nonphosphorylated proteins (BSA) and phosphorylated proteins (β-casein) with sizes of about 8 nm and 12 nm can be excluded.27,28
In order to achieve large-scale commercialization of materials, it is necessary to evaluate the recyclability and batch-to-batch repeatability of materials. Thus, we first examined the recyclability of Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles in enriching β-casein digest (2 pmol). The MS spectra shown in Fig. S5 (ESI†) demonstrated that the result of the sixth time is almost the same as that of the first time. Two mono-phosphopeptides (2061 and 2556) and two multi-phosphopeptides (m/z 2966 and 3122) were present with high intensities in mass spectra. After 12 times of reuse, the same four phosphorylated peptides can still be observed with strong intensities. The facts described above illustrate that due to the strong binding ability of multidentate phosphonate ligands to metal ions, the as-synthesized Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles are robust and can be used several times without serious loss of enrichment ability. Additionally, nanoparticles from different batches were used to enrich phosphopeptides for the evaluation of batch-to-batch repeatability of Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles. Fig. S6 (ESI†) showed that there was no significant difference in the enrichment results of the two batches of samples. These results prove that the method of preparing Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles is feasible.
Saliva with accessibility and noninvasive availability is often utilized as a representative of body fluids, because biomarkers present in saliva can response the health status of the body.29,30 Signal peaks of non-phosphopeptides dominated the MS spectrum without enrichment in Fig. 6a. Compared with commercial PurMag Si–TiO2, which enriched 15 endogenous phosphopeptides including 3 mono-phosphopeptides and 12 multi-phosphopeptides (Fig. 6b), after enrichment by Fe3O4@mSiO2-PFIL-Ti4+ (Fig. 6c), 17 endogenous phosphopeptides including 9 mono-phosphopeptides and 8 multi-phosphopeptides were discerned with stronger intensities and cleaner background. This result verified that mesoporous structure with size-exclusion effect has the advantage on the exclusion of large proteins again. Moreover, the materials had no preference for mono-phosphopeptides or multi-phosphopeptides. The detailed information of the enriched phosphopeptides from human saliva is exhibited in ESI (Table S3†). Additionally, the enrichment performance of Fe3O4@mSiO2-PFIL-Ti4+ nanoparticles is comparable to those of the reported magnetic materials (Table 1). Therefore, the above results further prove the great application potentiality of the synthesized nanoparticles in enriching phosphopeptides from complex bio-samples.
Affinity materials | Sensitivity β-casein (fmol μL−1) | Selectivity β-casein/BSA (molar ratio) | The number of phosphopeptides from saliva (mono-/multi-) | Ref. |
---|---|---|---|---|
Fe3O4@mSiO2-PO3-Ti4+/Zr4+ | 1 | 1:500 (mass ratio) | 25 | 31 |
Ti4+-MGMSs | 0.5 | 1:500 (mass ratio) | 14 (4/10) | 32 |
Fe3O4@PDA@Zr-Ti-MOF | 0.04 | — | 25 (16/9) | 33 |
magG@PDA-Sn4+ | 8 (fmol) | 1:1000 | 20 (8/12) | 34 |
TiO2@SiO2-B(OH)2@Fe3O4@TiO2 | 0.8 | 1:1000 | 12 | 35 |
Fe3O4@mSiO2-Ti4+ | 0.1 | — | 13 | 36 |
Fe3O4@mSiO2@Ti4+-Zr4+ | 0.1 | — | 13 (11/2) | 37 |
Fe3O4@TiO2-ZrO2@mSiO2 | 0.2 | — | 14 (3/11) | 38 |
4μ-PEO-Ti4+ | 2 (fmol) | 1:1000 | 15 (1/14) | 39 |
Fe3O4 MNCs affinity probe | — | — | 11 | 40 |
Fe3O4@mSiO2-PFIL-Ti4+ | 0.08 (fmol) | 1:10000 | 17 (9/8) | Our work |
Footnote |
† Electronic supplementary information (ESI) available: Experimental details and supporting data. See https://doi.org/10.1039/d2ra04609a |
This journal is © The Royal Society of Chemistry 2022 |