Anastasiya
Svirkova
a,
Anna
Turyanskaya
b,
Lukas
Perneczky
b,
Christina
Streli
b and
Martina
Marchetti-Deschmann
*a
aInstitute of Chemical Technology and Analytics (CTA), TU Wien, Vienna, Austria. E-mail: martina.marchetti-deschmann@tuwien.ac.at; Fax: +43 158801-915162; Tel: +43-158851-15162
bAtominstitut, TU Wien, Vienna, Austria
First published on 16th April 2018
Matrix-assisted laser desorption/ionisation mass spectrometric imaging (MALDI MSI) is a technique that provides localized information on intact molecules in a sample. Micro X-ray fluorescence (μXRF) imaging allows the examination of the spatial distribution of elements in a sample without any morphological changes. These methods have already been applied separately to different tissues, organs, plants and bacterial films, but, to the best of our knowledge, they have yet to be coupled in a multimodal analysis. In this proof-of-principle study, we established and tested sample preparation strategies, allowing the multimodal analysis of lipids (sphingomyelin and phosphatidylcholines) and elements relevant to bone structures as calcium, phosphorous and sulphur in the very same sample section of a chicken phalanx without tissue decalcification. The results of the investigation of such parameters as adhesive tapes supporting tissue sections, and the sequence of the imaging experiments are presented. We show specific lipid distributions in skin, cartilage, muscle, nail, and the intact morphology of bone by calcium and phosphorus imaging. A combination of molecular and elemental imaging was achieved, thus, providing now for the first time the possibility of gathering MALDI MSI and μXRF information from the very same sample without any washing steps omitting therefore the analytical artifacts that inevitably occur in approaches using consecutive tissue sections. The proposed combination can benefit in research studies regarding bone diseases, osteoporosis, osteoarthritis, cartilage failure, bone/tendon distinguishing, where elemental and lipid interaction play an essential role.
To gain insight into the large variety of processes occurring in biological systems, it is often insufficient to obtain compositional information without further understanding the spatial distribution of molecules and/or elements in the sample. Molecular imaging techniques may provide this information. Although commonly used methods are quantitative, whole-body autoradiography and micro-autoradiography, these techniques are limited by the necessity for radiolabelling.2 Another powerful analytical tool, mass spectrometry imaging (MSI) has been developed to combine such important characteristics as high spatial resolution, down to the subcellular level, and molecular specificity. In spite of the fact that mass spectrometry imaging is well known for biological substrates, the use of this method increased dramatically with the development and application of matrix-assisted laser desorption/ionization mass spectrometry (MALDI) during the last 20 years.3–5 The principle of MALDI MSI could be briefly described as follows: a laser is used to desorb and ionize the analytes of the sample covered by a chemical compound, also called a MALDI matrix, which absorbs energy at the laser wavelength, aiding the process of evaporation and ionisation of the analysed molecules. As the laser is rastered across the specimen, mass spectra are acquired for each x, y position of the sample holder and mass spectra may be combined to produce an artificial image of analyte distributions. A detailed description of the MALDI mechanism is found in the provided ref. 6–8.
Each imaging technique has its own advantages and limitations. MALDI MSI is a label-free method for the analysis of a broad variety of biomolecules, like lipids, proteins, amino acids or metabolites and drug compounds. It is a sensitive and widely used approach to evaluate different types of complex surfaces. Analyte identification usually relies on the accurate mass determination or MS/MS experiments. But MALDI MS is limited by the ionisation potentials of the molecules under study and is influenced by the sample preparation procedure.9 Thus, many aspects must be carefully considered when imaging by the MALDI MS method, especially if multimodal imaging is anticipated.
There are a variety of biological questions which can be effectively addressed using elemental imaging techniques including, but not limited to, the characterization of the metallome (i.e. a set of metal ions in a cell or tissue) under normal and pathological conditions, as well as non-metallic elements within biological objects, pharmacokinetics and the uptake of metallodrugs or nanoparticles and biocompatibility investigations. For the visualisation of elemental distribution, techniques such as laser ablation-inductively coupled plasma-mass spectrometry (LA-ICP-MS), particle-induced X-ray emission (PIXE) or secondary ion mass spectrometry microscopy (SIMS) have been successfully applied.10,11 Micro-beam X-ray fluorescence spectrometry (μXRF) is one of the most popular elemental imaging methods for the analysis of biological samples.12 The technique is based on the excitation of the sample by X-rays, which results in the emission of characteristic radiation by each particular element, provided that the excitation energy is above the absorption edge of the element of interest. The fluorescence radiation emitted is then registered using an energy dispersive detector – thus, the information about multiple elements present in the sample may be obtained simultaneously. The resultant characteristic spectrum can be deconvoluted by factoring in spectral overlaps and artefacts, as well as the background to extract information about a specific element. Similarly, to perform the above-described procedure for MALDI, the sample can be raster-scanned, yielding elemental maps. The spatial resolution of such a scan/map depends on the size of the X-ray beam. In the case of μXRF, the beam is focussed to a few tens of micrometres in size, thus yielding a resolution in the range of micrometers. The ultimate advantage of the μXRF compared with other elemental imaging techniques is its non-destructive nature.13
Biological samples represent complex molecular and elemental arrangements. A correlation of data obtained by different modalities (often also called “sensors”) could combine molecular spatial distribution with morphological features or elemental mapping of the same object. This combination has high potential to allow a deeper understanding of biologically relevant interactions. Questions that might be solved are drug distribution in the bone and associated soft tissues (e.g. cartilage/bone) after medical treatment, finding features correlating with the tissue and bone for differentiation but also osteon elasticity where soft tissue and calcium distributions in this tissue have to be well characterized to ultimately better understand osteoporosis and osteoarthritis. Even cancer research may ultimately benefit from the new proposed combination because the break-down of bone structures during tumour cell invasion can help to better understand tumour progression. These examples are only a few potential fields of application.
Previously published studies of the fusion of MSI with other imaging techniques include combinations with magnetic resonance imaging (MRI),14 computer tomography (CT),15 Raman spectroscopy,16 fluorescence labelling and staining, and a combination of different mass spectrometry methods.17–20 Due to its non-destructive nature and analyte specificity, μXRF is a favourable choice for coupling with other imaging/non-imaging techniques. Routinely, μXRF has been combined with X-ray absorption near edge structure (XANES) for chemical speciation analysis,21 CT,22,23 quantitative backscattered electron imaging (qBEI)24,25 and other elemental imaging techniques, including LA-ICP-MS26 and SIMS.27 Although the combination of MALDI with μXRF has been proposed,28,29 to the best of our knowledge, the experimental coupling of the two methods remains unknown.
To arrange an adequate combination of different modalities, a lot of questions need to be answered prior to empirical research. One critical concern is the selection of a proper spatial resolution. Choosing modalities with the same step size simplifies a composite imaging experiment. From this point of view, merging MALDI MSI with μXRF imaging seems a good possibility. Another important aspect is that the sample preparation procedure should yield a specimen appropriate for all imaging methods concerned. Thus, a fitting section supporting material, sample thickness, sequence of the experiments and analytical conditions must all be carefully considered. Special attention must also be paid if the analysed sample contains tissues of different physical nature (density, rigidity, etc.), e.g., skin, muscle, bone.
In this work, two imaging techniques have been combined to gain comprehensive information about molecular and elemental distributions both in hard and soft tissues of the same section. Micro-XRF imaging was utilized to examine the spatial distribution of the elements without destroying the sample, by mapping calcium (Ca), phosphorus (P) and, when applicable, sulphur (S). Also “structural” information (absorbance mapping) from the samples was obtained by means of region of interest (ROI) imaging or plotting silicon signals, originating from the supporting material. MALDI MSI was used to gather data on sphingomyelins and phosphatidylcholines throughout the specimen. Assessment of the sample backing material and its influence on imaging analysis has been carried out and will be further discussed together with the explanation of the lateral resolution choice and certain aspects of multimodal workflow.
Directly before MALDI MSI measurements were made, a dithranol matrix used for all the described MALDI imaging experiments was deposited by sublimation at 140 °C with a home-built apparatus40 yielding ∼0.2 mg matrix per cm2 per slide. The choice of the matrix was made in accordance with the literature41 and a protocol developed in-house. The step size (the parameter of the sample carrier movement) was set either to 100 × 100 μm or 150 × 150 μm. The choice of the step size is influenced by the size of the laser ablated area and is explained in detail in the section “Interference from supporting materials studied by MALDI MS” of this manuscript. Data were collected in a mass range of 300–1000 Da. The class of observed lipids was determined by MS/MS analysis (characteristic MALDI MS spectrum of lipids and the corresponding MS/MS spectra are presented in ESI Fig. 1 and 2†) and are in accordance with the literature and previous analyses.42,43 Measuring in positive mode preferentially desorbs and ionizes phosphatidylcholines (PC), while significantly more classes could be distinguished when acquiring data in negative ion mode. Lipids were chosen for visualisation according to the intensity of the m/z values and counter correlated distribution.
All relative spectra were saved in *.txt format and processed using the open source software mMass.44 Images were handled and created with HD Imaging software version 1.0 (Waters, Milford, USA) and normalized by total ion current (TIC). Distribution correlation of lipids was done with BioMap software version 3.8.0.4 (Novartis, Basel, Switzerland).
All methods and represented workflows were tested in at least triplicates.
To assess the potential influences of the supporting tapes on the MALDI measurements, mass spectra in different modes were obtained (ESI Fig. 3†). Angiotensin II was spotted together with the CHCA MALDI matrix on a microscopic glass, on the Kapton® tape and the double-sided tape, both attached to the glass. Both tapes showed no mass spectrometric interferences, yet signal intensities decreased due to the insulating character of the tape. Thus, both were considered applicable for further imaging experiments.
Although lateral resolution lower than 100 μm can be achieved by MALDI MSI, we primarily aimed to combine μXRF and MALDI imaging methods, and therefore, it was considered to choose for MALDI MSI experiments a step size similar to the one used by μXRF imaging (150 × 150 μm), but with the possibility of providing enough structural information. MALDI MSI was performed at 100 × 100 μm and 150 × 150 μm, with lateral resolutions being easily achieved on commercial MALDI instruments with no need for technical improvements and avoiding oversampling. Although the best lateral resolution achieved on the same type of mass spectrometer was 10 μm without oversampling,48 we also considered the critical time factor. Experiments had to be carried out within a reasonable time period for both MALDI MS and μXRF imaging. Measurement times were on average 4 hours for MALDI imaging and 5 days for μXRF imaging for 1 × 1 cm2 areas.
To evaluate the lateral resolution of the MALDI MSI experiments, the dithranol matrix was sublimed on the surface of the supporting tapes and the four square areas (150 × 150 mm2) were measured with a step size of 100 × 100 μm and 150 × 150 μm, starting each line on the left side. The results are depicted in Fig. 1. On the Kapton® tape, we observed that the intensity dramatically decreases after the first pixel of each line when rastering at 100 × 100 μm step size. Evaluation of the sample surfaces after MALDI MSI measurements showed that the area actually ablated by the laser was larger than the step size (about 200 μm, Fig. 2), thus resulting in an oversampling effect that decreases the intensity for every pixel but the first of each line. We found that MSI at a lateral resolution of ≥150 μm is suitable for measurements on the Kapton® tape. For the double-sided tape, this oversampling issue was not observed and may occur only at spatial resolutions below 100 μm.
The characteristic lines of the element of interest are superimposed on the background, and the detection limits are strongly influenced by the spectral background, as well as the intensity of the spectral lines. The chemical constituents of the supporting material are also important, as these will be excited along with the sample.
Polyimide Kapton® films (8 μm thick) are relatively “transparent” to X-rays and are quite commonly used.21 Kapton® tape can be used as long as the constituents of the supporting material do not interfere with the elements of interest.27,49 An alternative for biological samples is the even thinner silicon nitride membrane windows (with a thickness of some 100 nm), usually used for small objects (cells, microorganisms), and samples which can easily adhere to the surface (soft tissues). Alternatively, the samples can be mounted directly on a glass microscope slide.21
The measurements of backing materials were conducted prior to the actual sample measurements; the respective fluorescence spectra are shown in Fig. 3. A larger spectral background is observed in the case of the double-sided tape and glass (Fig. 3A). Here, the peaks of sulphur (S), calcium (Ca), iron (Fe) and strontium (Sr) could be confirmed to be originating from the supporting materials. Sulphur, iron and strontium were further excluded from the analysis for this type of backing material. As the content of calcium in the sample tissues, namely, bone, by far exceeds its amount in the backing material, it was subsequently used for mapping.
In contrast, 3M tape made with DuPont™ Kapton® is free from impurities and the spectral background here is lower, which can be seen in Fig. 3B. Of particular importance is the knowledge about MALDI matrix interference with μXRF measurements. As can be seen in Fig. 3, no difference is observed for experiments with and without the MALDI matrix. Therefore, we can conclude that the MALDI matrix does not influence μXRF measurements.
Finally, the μXRF measurements of phalanx tissues samples were performed, and Fig. 4 demonstrates the sum of the fluorescence spectra over all measurement points, specifically for each type of backing material used. The spectra presented were obtained for the samples measured by μXRF first (i.e. samples were not covered with the MALDI matrix) and do not differ considerably from those measured after MALDI-MSI (for further details see next section). In the case of a tissue sample mounted on the double-sided tape and glass (Fig. 4A), several overlapping peaks are found between 1.5 and 3.2 keV (Fig. 4B), which are caused by scattering from the glass-tape support, as well as the sample-itself. This energy range was used as the ROI for all μXRF imaging experiments (i.e. all counts in the ROI were summed up without fitting), as the deconvolution by AXIL was associated with a large error. This uncertainty was caused principally by the overlap of the Rh-L elastic scattering peak with other peaks in this energy region (Si-Kα, P-Kα, S-Kα, and Cl-Kα and the elastic scatter peak of the exciting Rh-L radiation). Calcium (Ca) and phosphorus (P) in the bone tissue could be measured. As for the sample on Kapton® polyimide tape (Fig. 4C), a distinct sulphur (S) signal from soft tissues could be obtained in addition to those from Ca and P. We could also use the silicon peak, which originates from the glue on the Kapton® tape, to gain structural (absorption) information about the sample.
Fig. 5 shows that based on the XRF spectral information, images showing the distribution of Ca, P, and ROI data (according to Fig. 4) could be obtained for samples fixed to a glass slide with the double-sided tape. For samples mounted on the Kapton® tape, images showing the distribution of Ca, P, S and Si (latter showing clearly the outline of the sample) could be acquired. Please note that the differences in sulphur maps in Fig. 5(B and D) are due to the extremely high intensity hotspot on 4D, otherwise the sulphur distribution and intensities are comparable (for a rescaled map with the hotspot removed, please refer to ESI Fig. 4†).
Fig. 5 Each array starts with a microscopic image of the tissue sections mounted with different supporting tape, which were measured by MALDI MSI and μXRF, before covering the tissue with dithranol as the MALDI matrix, if μXRF measurements were performed first, or with a dithranol layer, if MALDI MSI were performed first: double-sided tape, measured first by μXRF, then by MALDI (A); Kapton® tape, measured first by μXRF, then by MALDI (B); double-sided tape, measured first by MALDI, then by μXRF (C); Kapton® tape, measured first by MALDI, then by μXRF (D). Lipid distributions detected by MALDI MSI are exemplified by the distribution of m/z 782, elemental distributions measured by μXRF from the same sample preparation are exemplified by calcium (Ca), phosphorus (P) and sulphur (S) distributions, extracted from energy ROI as shown in Fig. 3B, and silicon (Si). All MALDI images were normalized to total ion current (TIC) for each ion across the section and an intensity scale bar is placed under the images. Units for XRF elemental maps are counts. (a: skin, b: muscle, c: nail, d: cartilage, e: undecalcified bone). |
The image quality, intensities measured or the number of analytes measurable by MALDI MSI were unaffected by prior μXRF measurements. Conversely, the images obtained by μXRF following MALDI MSI measurements are also unaffected by the application of other analytical techniques. Therefore, we can conclude that the MALDI matrix and the desorption/ionization process do not affect μXRF measurements if the matrix is applied by sublimation, and neither MALDI nor μXRF can cause significant mechanical damage to the sample. Imaging experiments can be carried out in any convenient order without additional handling steps. The only limitation that should be considered is the measuring time. K. Sköld et al.50 demonstrated that proteins and neuropeptides undergo post-mortem degradation. As μXRF imaging is very time-consuming in comparison with MALDI, and one run can take 7 days (or even longer), it is recommended to make this measurement after the MALDI MS imaging to avoid the degradation of the biological substances. Synchrotron radiation-induced μXRF (SR-μXRF) can shorten the μXRF measurement time dramatically, as well as improve the limits of detection for trace elements.
Samples prepared on glass (microscope slide) supported with double-sided tape yielded good results in the MALDI MSI imaging. Contrarily for μXRF, this thick SiO2 glass support caused significant scattering resulting in an elevated background, as well as the contribution of trace elements in support of the resultant spectrum. However, we could demonstrate, that in certain cases, i.e. in the imaging of bone tissue, the μXRF measurements made directly on the glass carrier give satisfactory results. Prospectively, a confocal μXRF setup could be used for the measurement allowing restriction of the element information to a well-defined voxel. Unwanted contributions from the support are thus avoided, as well as the obstruction of the elements of interest due to scattering by backing materials.
The Kapton® polyimide film is a tape commonly used for μXRF measurements due to its high elemental purity, but has not, to date, been used for MALDI-MSI. This tape allows for the imaging of soft tissue (sulphur) by μXRF in addition to bone (calcium and phosphorus). On the other hand, we observed different laser beam behaviour after ablating a specimen covered with a matrix and attached to the Kapton® tape during MALDI MS analyses. This effect leads to a limitation of the spatial resolution for experiments under given conditions of not better than 150 μm step size, which could be critical for small area investigations.
The choice of tape to be used should be taken after considering the purpose of the investigation. If a researcher is interested in combining knowledge about widely distributed Ca and P with a lipid pattern and lateral resolution is of great importance, it is recommended to utilize double-sided tape. If special precision of biological molecules plays a minor role, but it is important to obtain such information as S distribution, together with organic imaging over a large sample, the Kapton® tape must be the sample backing material of choice.
The structure of the sample resolved by MALDI MSI experiments could be recognised in μXRF images giving the possibility of visual association. Thus, we are able to merge the data of elemental distribution in predominantly undecalcified tissues with the lipid content of the soft tissues for the very same section. During this study, we performed visual fusion without any automated image registration, but software supporting the combination of μXRF and MALDI imaging modalities is of great importance for us and remains a point of interest for future investigation.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: 10.1039/c8an00313k |
This journal is © The Royal Society of Chemistry 2018 |