Abstract
A direct observation and an in-depth characterization of the steps by which bone mineral nucleates and grows in the extracellular matrix during the earliest stages of maturation, using relevant biomineralization models as they grow into mature bone mineral, is an important research goal. To better understand the process of bone mineralization in the extracellular matrix, we used nano-analytical electron microscopy techniques to examine an in vitro model of bone formation. This study demonstrates the presence of three dominant CaP structures in the mineralizing osteoblast cultures: <80 nm dense granules with a low calcium to phosphate ratio (Ca/P) and crystalline domains; calcium phosphate needles emanating from a foci: “needle-like globules” (100-300 nm in diameter); and mature mineral, both with statistically higher Ca/P compared to that of the dense granules. Many of the submicron granules and globules were interspersed around fibrillar structures containing nitrogen, which are most likely the signature of the organic phase. With high spatial resolution electron energy loss spectroscopy (EELS) mapping, spatially resolved maps were acquired showing the distribution of carbonate within each mineral structure. The carbonate was located in the middle of the granules, which suggested the nucleation of the younger mineral starts with a carbonate-containing precursor and that this precursor may act as seed for growth into larger, submicron-sized, needle-like globules of hydroxyapatite with a different stoichiometry. Application of analytical electron microscopy has important implications in deciphering both how normal bone forms and in understanding pathological mineralization.
Keywords: Carbonate, Mineralization, Electron Energy Loss Spectroscopy, Bone, Calcium Phosphate Precursor
Bone is a nano-composite material made of poorly crystalline, carbonated apatite-like crystals intimately associated with the collagen fibrils.1 The mechanism of bone mineralization is controversial, but it is usually believed to involve precipitation and crystal growth of transient calcium phosphate (CaP) precursors within the collagen fibrils.2,3 There has been much debate in the literature about whether CaP precursor phases are delivered to the collagen and, if so, what the nature of these CaP precursor phases may be and whether these precursor phases wholly account for mineralization of the collagen fibrils.4,5 Amorphous mineral precursors, such as amorphous calcium phosphate (ACP), have been suggested to be a universal transient precursor to mature mineral in vertebrates and invertebrates.2–4, 6–8 Previous acellular studies showed that ACP could be converted to crystalline apatite in vitro in a solution containing calcium and phosphate complexes.9–12 In these studies, which incorporate isolated and reconstructed collagen fibrils, the CaP particles nucleated within the collagen fibrils and later grew into elongated crystals within the fibrils, a process directed by proteins.13 In contrast, in the absence of extracellular matrix (ECM), CaP pre-nucleation species composed of calcium triphosphate ion-association complexes (Ca/P=0.3-0.4) were found to first form a polymeric chain before condensing to spherically-shaped ACP.
Acellular systems, however, still do not faithfully reflect how mineralization occurs in organisms and need to be supported by investigation of biological samples. A full understanding of this process is very important as uncontrolled precipitation of mineral in collagenous ECM, which is present in many mammalian tissues, including skin and blood vessels, may have severe pathological consequences.14,15 Therefore animals have evolved complex, cell-orchestrated mechanisms to control mineral deposition, ensuring it happens only in appropriate places such as the skeleton. Central to this process are osteoblasts, which have been proposed to promote and control deposition of mineral in the bones.4,16 To understand how osteoblasts control mineral deposition, cell culture models have been used to try and understand the process by which mineral is delivered from osteoblasts to the collagen.4,16 We16 and others4 have previously found strong evidence to suggest early mineral precursors originate intracellularly from mineral vesicles subsequently secreted by osteoblasts in proximity to a collagenous ECM. We found the existence of calcium-rich intracellular vesicles that were hypothesized to provide the appropriate environment for the initiation of the CaP mineralization. These amorphous CaP particles formed inside the cells are then released from the cells inside vesicles4,16 where they deposit in the ECM4 and undergo crystallization. Calcium-polyphosphate complexes, present in electron-dense intracellular vesicles, have been proposed as a source for intracellular phosphate, as they allow phosphate accumulation and can be hydrolytically degraded by the alkaline phosphatase, ensuring enzymatic control of mineral deposition.17–19
Supporting a role for a controlled crystallisation of CaP from cell derived vesicles, work in zebrafish, (using a combination of synchrotron micro-beam X-ray diffraction, small-angle x-ray scattering and cryo-scanning electron microscopy (cryo-SEM) of frozen hydrated and freeze dried tissues) showed that the ECM contained globular entities, 200-500 nm in diameter, possibly composed of 10-15 nm spheres.2 Using larval zebrafish models, Akiva et al. have recently identified, in vivo, micrometer-sized mineral particles at distance from the bone and displaying Raman spectral signatures of a mixture of ACP and OCP-like phases.20 These results support Crane et al.’s previous work, which identified by Raman spectroscopy “modified OCP” (and possibly ACP) as transient CaP precursors for the formation of carbonated apatite in an ex vivo murine intramembranous mineralization model.21
The methods applied in these reports2,20,21 preserve mineral chemistry and morphology but do not have the spatial or chemical resolution to analyze the morphological and chemical relationship between the highly disordered CaP granules and the needle-like globules (or any intermediate structures). This information could provide an improved understanding of the physicochemical format in which the mineral is delivered to the collagen, and how the mineral evolves over time to form mature bone mineral.
High resolution spatially resolved analysis showing the steps by which the CaP precursor phases evolve both chemically and morphologically during the early stages of mineralization is missing from the literature. Very few techniques are available which provide spatially-resolved information about the chemistry and coordination environment of the different physicochemical formats of CaP in mineralizing tissues.
To address this we have combined scanning transmission electron microscopy (STEM) with electron energy-loss spectroscopy (EELS), as well as high-resolution transmission electron microscopy (HRTEM), to analyze anhydrously preserved mineralizing osteoblast cultures. Utilization of an anhydrous method avoids aqueous solution-induced mineral phase transformations3 and preserves the crystallinity of the bone apatite.22,23 This combination of techniques provides high spatial resolution (probe size of ~1 Å, allowing the ‘effective’ resolution in datasets to be governed by the magnification and pixel size chosen rather than being limited by optical parameters) analytical information about the step-by-step process by which the mineral grows into mature poorly crystalline carbonated hydroxyapatite in the ECM. Specifically variations between the morphology, chemistry and coordination environment of the different formats of mineral detected within the nodules were analyzed to provide a link between how the CaP precursor granules nucleate, transform and grow into mature mineral crystals. To achieve this, we used a primary mouse calvarial osteoblast cell culture model. Calvarial osteoblasts form mineralized nodules after culture in the presence of osteogenic supplements with many of the structural features of mature bone, and represent a well-understood, controlled in vitro system for studying the mechanism by which bone cells control mineral deposition.16,24
Results and Discussion
ECM-associated mineral deposits vary in size and crystallinity and may represent different stages of maturity
We first investigated the morphology and crystallinity of mineral deposits forming in bone nodules after culturing neonatal mouse calvarial osteoblasts for 28 days in osteogenic differentiation medium. As shown in Figure 1 and previously in our published work,(16) nodules were characterized by the presence of cells interspersed with large volumes of partially mineralized collagenous ECM (Figure 1A). Selected area electron diffraction (SAED) patterns taken from large mineralized areas (Figure 1B) are typical of polycrystalline hydroxyapatite (HA), consistent with the known hexagonal crystal form of HA(25) (a = 9.37 Å and c = 6.88 Å) (inset Figure 1B). In addition to these large mineralized deposits, smaller clusters of mineral were also observed in the ECM (Figure 1B).
For compositional analyses, we analyzed the mineral morphologies, which dominated the ECM, using high-angle annular dark field scanning transmission electron microscopy (HAADF-STEM). Here, the electron beam is condensed down to a probe and rastered across the sample to build up an image. Because of the small electron probe size (~1 Å), high resolution images of the mineral structures can be obtained and can be combined with analytical techniques to give chemical information on the nanoscale. The mineral morphologies selected have been described in other publications on the progression of bone mineralization over time in situ.(2) For simplification, the three representative mineral structures found within the ECM were categorized as smaller “dense granules” with disordered morphologies (<80 nm in diameter; Figure 1C); calcium phosphate needles emanating from a focus: “needle-like globules” (100–300 nm in diameter; Figure 1D) and aligned needle-like mineral: “mature mineral” (Figure 1E). The smaller mineral clusters were composed of dense granules (Figure S2a,b) and needle-like globules emanating from a dense core (Figure 1D and S2c,d). The needle-like globules (Figures 1D, S1, and S2c,d) and dense granules (Figures S1b and 2a) were found in close proximity to the cells and adjacent to the mature mineral. The dense granules were also dispersed within the mature mineral (Figure S2b), which may represent more mature form of this structure; for this reason, all subsequent nanoanalysis was only performed on the dense clusters adjacent to the mature mineral. The diameter size was significantly different between the dense granules and needle-like globules as shown in Figure S3. Finally, a fourth but less dominant morphology was also observed: calcium phosphate needles emanating from a dense core (Figure 1F). Mineral bodies, termed mineral-bearing globular entities with similar morphologies and size, have previously been identified using cryo-SEM of mineralizing bone in zebrafish fin rays.(2) These bodies have also been shown to be composed of noncrystalline subparticles in a zebra fish model, although direct evidence that these subparticles are amorphous was not provided.(2) Though this needle-like morphology has been observed before,(9) we are not ruling out the possibility that some of the mineral clusters may actually be thin plates rather than “needles”. Plates can be difficult to observe in the electron microscope, giving insufficient contrast, unless they are lying edge on to the electron beam. As a result, the terminology of “needle” has been used throughout this report, as that is what is observed experimentally.
Next, we analyzed the crystallinity of the dense granules and mineral crystals emanating from foci. HRTEM images of the later structures showed regions of crystalline order, approximately a few nanometers in size (Figure S4a,b). The bulk of the dense granules was amorphous and the surface was crystalline (probably an artifact of sample preparation, discussed in SI). In previous work, we also observed mineral crystals emanating from foci.(16) In that case, confined packets of calcium phosphate, obtained from an anhydrous preparation route, were studied by SAED. The SAED showed that the calcium phosphate did not exhibit the expected textured diffraction pattern associated with the mature mineral; regions with crystalline order of the order of a few nanometers were also seen in the material within the vesicles using higher resolution phase contrast imaging.(16) The recent identification of highly disordered CaP phases, composed of a mixture of highly disordered OCP-like mineral and ACP, as possible transient mineral precursor(20, 21) could explain the detection of some order of crystallinity within the dense granules. Poorly crystalline mature aligned mineral associated with the collagenous ECM was also found (Figure 1E). Taken together, our findings support the notion that there is a progression of maturation of the mineral: in the ECM, a highly disordered CaP transient precursor could be converted to crystalline apatite via an intermediate phase composed of globules of CaP comprised of crystalline needles, where a dense core acts as a seed for CaP growth. To confirm this hypothesis, we next examined the chemical composition of each of the mineral morphologies in the ECM.
Chemical composition analyses demonstrate variations in Ca/P of mineral morphologies indicating different stages of maturity
To further elucidate whether the chemistry differs between each of the mineral morphologies and to provide further insight about how the mineral nucleates and grows as it matures, we performed EEL nanospectroscopy to map the chemical composition, bonding, and coordination environment of atoms in the three different mineral morphologies. The electron probe is moved serially across the sample and an EEL spectrum is recorded at each probe position, thus forming a “spectrum image” from which chemical information can be extracted. In all morphologies, we confirmed the presence, in varying amounts, of phosphorus (through its L2,3 ionization edge), calcium (L2,3 edge), nitrogen (K edge), and oxygen (K edge). Typical EEL spectra can be seen in Figure 2A–D, and maps showing the localization of the Ca signal are shown in Figures 3A–C. We have included the bond assignments for each of these edges in Table S1 based on known energy losses for these bonds. We found no changes in fine structure of the calcium (L2,3), nitrogen (K), and oxygen (K) edges between each dominant CaP structure (discussed in SI).
To test the hypothesis that the different mineral morphologies represent mineral at different stages of maturation, we characterized the Ca/P ratios from energy dispersive X-ray (EDX) spectra. The different mineral morphologies had a Ca/P with a range of 1.2 ± 0.3 to 1.6 ± 0.2 (Figure 2E). The dense granules had a Ca/P of 1.2 (standard deviation of 0.3) that was statistically lower than the needle-like globules (ratio of 1.6; standard deviation of 0.2) and mature crystallites (ratio of 1.5; standard deviation of 0.2). The Ca/P measured for the dense granules is within the range (1.2–2.2) measured for ACP and OCP (~1.3) and the other two morphologies have a Ca/P consistent with calcium deficient hydroxyapatite mineral.(26, 27) Using an ex vivo mouse model, Mahamid et al. found values of Ca/P of ~1.58 for mature ECM and ~0.75 for the intracellular mineral-containing vesicles that were hypothesized to be the precursor of the mature material.(4) The same group has further identified, using EDX of extracted mineral, globular entities within the extracellular matrix with Ca/P equal to, or larger than, 1.3,(3) which corroborates our findings and suggests that the apatitic mineral precursor phases may evolve depending on their location (intra- vs extracellular), as previously proposed.(18, 19) Although it is not excluded that the dense granule Ca/P may be affected by sample preparation, the trend of increasing Ca/P as bone mineral matures was observed in both Mahamid’s studies(3, 4) and in the current work. Together, these data indicate that the Ca/P increases successively between the dense granules, the needle-like globules, and the mature crystallites formats, which further supports the hypothesis that the former are a transient precursor phase in mineralizing bone.
EEL spectrum imaging demonstrates a dense cluster of intense carbonate signal in the core of the granules which becomes less intense and less localized as the mineral matures
EELS was used to analyze the local atomic and chemical environment of the different mineral structures. The most striking variations between the different mineral morphologies were observed in the fine structure of the carbon K edge, which allowed us to study differences in the level of carbonate. It is well known that in vivo bone carbonate content increases as bone matures,(28–30) and we considered that it might be the case that we could track carbonate substitution in the maturation of mineral.
The carbon K edge signal taken from all mineral morphologies comprises a variety of peaks, with two main features consistently found in all spectra: an initial peak at energies ranging between 284.5 and ~288 eV, which—depending on the exact functional chemistry—subdivides into separate features, as explained in detail below, and corresponds to 1s → π* electronic transitions; and a broad shoulder at 297.5 eV (labeled peak D in Figure 3D–F) characteristic of 1s → σ* transitions in the carbon–carbon bonding environment.(31) Bond assignments for the carbon K edge are listed in Table S2. Amorphous carbon spectra characteristically consist of broad π* and σ* peaks, with an overall edge onset at 284.5 eV (peak A in Figure 3D–F).(32) Further processing of the carbon K edge was performed using multilinear least-squares (MLLS) to facilitate the identification of the smaller carbonate and carbonyl peaks (described in SI). This approach allows us to compare, in detail, the carbon bonding environment in each of the mineral morphologies. Individual EEL spectra taken from the dense granules (Figure 3A,D) and the needle-like globules (Figure 3B,E) showed a shoulder peak at 287.5 eV (peak B) characteristic of the 1s → π* transition of the carbonyl (R—C═O) group.(33) In contrast, this specific subfeature of the π* peak was not detected in the mature mineral (Figure 3C,F). Another peak detected at 290.2 eV (peak C in Figure 3D–F) is attributed to the 1s → π* transition in the carbonate group(31, 34, 35) and was detected from all mineral morphologies. The detection of the carbonate group from the mineralized ECM is consistent with our previous study using Raman spectroscopy showing CO32– ν1 in-plane vibrations in the mineralized ECM of bone nodules formed from mouse osteoblast cultures.(24)
The carbonate distribution is most conveniently visualized by mapping the relative intensity of peak C across the data sets through MLLS (Figure 3D–F). These maps reveal a very strong contribution to the overall carbon K edge signal arising from the carbonate peak in the case of the mineral granule, with a very dense cluster of intense carbonate signal in the core of the granule (Figure 3G). As the mineral matures, the carbonate signal becomes less localized and less intense as the density of the mineral decreases (Figure 3H and the less dense material in Figure 3C,I; note the difference with the dense granule at the top of Figure 3C). Similar analysis was also carried out for the carbonyl functional group (Figures 3G–I), revealing similar trends and confirming the initial observation that no carbonyl signature is found in the mature mineral.
Higher presence of carbonate in the young in vitro mineral has been seen in previous in vitro studies performed by Rey et al. using bulk techniques (X-ray diffraction and FTIR).(28, 36) Our measurements support this data and show that the coordination environment and chemistry differs between granules, the needle-like globules and the mature mineral. These results also support the findings of a recent study that hypothesized that carbonate-rich mineral deposits are the bioseed of the calcium phosphate deposition process.(38)
Each mineral structure co-localized with nitrogen, which is likely the ECM organic constituent
In addition to mapping specific chemical groups from the carbon K edge, it is possible to integrate the spectral intensity corresponding to the various chemical elements and similarly display this as a function of probe position. This has allowed us to generate a map of the distribution of calcium and nitrogen within each mineral structure (Figure 4). The nitrogen signal was found to be co-localized to the mineral or was measured from diffuse “cloudy” structures around the mineral, which are likely the ECM organic constituent (Figure 4 G-I). The presence of both the nitrogen and the carbonyl peaks within the granules (Figure 3D, 3G, 4G) may be the result of proteins present in the early mineral that play a role in mineralization. There are many known proteins that might be present, including those that have been shown to nucleate and stabilize calcium phosphate and hydroxyapatite during crystallization, including (but not limited to) fetuin, osteopontin and osteocalcin.38–40 Proteomic analysis of MVs have revealed many more,41 all of which may contribute to the carbonyl peak detected.
In the present study, the application of spatially resolved nanoanalytical electron microscopy has distinguished three dominant CaP structures in mineralizing osteoblast cultures from a mouse model: < 80 nm dense granules with a low Ca/P and crystalline domains; mineral emanating around a focus of calcium phosphate with diameter >100 nm; and mature mineral, both with statistically higher Ca/P compared to that of the dense granules. This observed link between mineral morphology and Ca/P supports other studies in the literature.(4) The identification of a set of dominant structures with specific Ca/P, in our study, can possibly be explained using the in vitro findings from Habraken et al., who have demonstrated, by direct addition of phosphate ions into a calcium-containing solution in the absence of proteins or ECM, that the growth of calcium phosphate proceeded via multiple distinct morphologies, each representing a separate phase.(9) The relatively short length of time required for each phase transition (~1–2 min) when compared to the length of time the structures remained in a specific morphology (~20–60 min).(9) Many of the submicron granules and globules were interspersed around fibrillar structures containing nitrogen, which are most likely the organic constituents, for example, collagen or noncollagenous proteins. Spatially resolved maps were acquired using EELS showing the distribution of carbonate within each mineral structure. We found that carbonate moieties were located in the middle of the dense granules, which have been suggested as a precursor CaP phase. This observation suggested that the formation of carbonate may occur early in the CaP deposition (possibly in matrix vesicles) and supports recent studies providing evidence that calcium carbonate deposits are the bioseed for calcium phosphate deposition processes in bone, a process driven by increased carbonic anhydrase activity.(38) Notably, the enzyme carbonic anhydrase is known to be present in mammals as a component of matrix vesicles in mineralizing bone and, when inhibited, mineralization of bone apatite (predominantly Ca5(PO4)3OH) is reduced.(37, 42, 43) In contrast, when bone forming cells are exposed to the carbonic anhydrase activators in vitro, the mineralization process onto the osteoblast-like cells is increased.(44–46) These findings have been hypothesized to be due to a role for the enzyme in preventing the acidification of matrix vesicles, which inhibits calcium phosphate nucleation and crystal growth.(47, 48) The evidence presented in the current study suggests an additional (but not exclusive) explanation for the presence of carbonic anhydrase in mammalian matrix vesicles postulated by Müller et al.: to provide a source of bicarbonate for the initial deposition of a calcium carbonate bioseed.(37) Supporting this, other studies have shown that stable ACP was produced in the presence of carbonate ions from supersaturated aqueous solutions containing calcium and phosphate.(11, 12) Carbonate has also been shown to be present in matrix vesicles, which are thought to be the initiators of mineralization and which have previously been shown to contain young, amorphous mineral.(2, 49, 50) Taking the findings of these previous studies together with our observations in the present study, it is possible that the carbonate detected in the middle of our youngest mineral may be a residue of the initial stabilization events during which rapid precipitation of calcium phosphate occurred from supersaturated aqueous solutions. Müller et al. proposed a mineralization mechanism involving calcium carbonate as follows: First, calcium carbonate is deposited onto cell membranes and constitutes a bioseed for mineralization. This process is enzymatically controlled by carbonic anhydrases. Then, inorganic phosphates are released from adjacent cells through the hydrolysis of calcium-polyphosphate polymers by ALP, which inhibit carbonate anhydrase activity and, together with calcium ions, act as substrates for carbonated amorphous calcium phosphate formation. Carbonate ions are proposed to be nonenzymatically exchanged with phosphate during CaP formation at neutral pH.(18, 44–46) Interestingly, these authors have also shown that polyphosphates not only are precursors for inorganic phosphate but also contribute to the supply of metabolic energy.(47) Alternatively, this process may occur intracellularly, supporting our previous work(16) and the work of Mahamid et al. showing that the CaP mineral is formed inside the cells;(3) this provides the intriguing hypothesis that mammals may have retained some components of the mineralizing mechanism present in invertebrates, where calcium carbonate is the primary mineral used for protection and support. Further studies investigating temporally mineral compositions of intracellular and exocytosed matrix vesicles may help provide an answer to this question.
EEL spectra taken from the dense granules adjacent to the mature mineral and the needle-like globules also showed a carbonyl peak and nitrogen peak which may be the result of proteins present in the mineral; the nitrogen and carbonyl signals were colocalized to the mineral or were measured from diffuse “cloudy” structures around the mineral, possibly the organic material. This finding most likely indicates the presence of proteins, which are known to be fundamental players in the formation of mineral in cellular in vitro and in vivo systems.(38–40, 42, 43)
Conclusions
In conclusion, this work illustrates that carbonate-rich calcium phosphate dense granules are found at the collagen matrix and may act as seed for growth into larger, submicron-sized, globular aggregates of apatite mineral with a different stoichiometry. These globules appear to mineralize the collagen fibrils forming crystalline textured crystals with a higher Ca/P and with less intense carbonate component as the mineral phase of bone. We provide evidence that the use of a carbonate rich, CaP spherical bioseed could be a process by which a soluble CaP phase is stabilized and delivered to the collagen for subsequent maturation and collagen mineralization. There is growing evidence that mineral-stabilizing proteins may be involved in mineral maturation.(51) Future work using membrane sensitive stains is needed to assess whether the calcium phosphate material is localized within matrix vesicles. Also, such work could be extended to the analysis of in vivo systems. Although in vitro models (like the calvarial osteoblast model utilized in the current study) are excellent controlled systems for studying cellular processes, they do not fully replicate the complexity of the in vivo situation, such as interactions between different cell types and organ systems (e.g., the blood vessel system). Future work may address this by employing similar techniques during bone development or repair. More generally, we suggest that the dramatically improved energy resolution (<0.015 eV) of a new generation of electron microscopes promises to enable a full characterization of the functional chemistry in these complex minerals,(52) both through enhanced resolution at the core edges and through vibrational spectroscopy techniques at spatial resolutions unattainable with other related techniques, such as Raman spectroscopy. Furthermore, these experiments can be efficiently carried out in so-called “aloof” mode, whereby the electron beam never traverses the sample but is sufficiently close to excite vibrational excitations, thus retaining a high level of spatial localization (nanometer-scale) while providing a very efficient means to limit beam damage effects.(53) The prospects of combining very high energy and spatial resolution electron microscopy, or even vibrational spectroscopy at subnm scale, should soon make the direct detection of these proteins eminently feasible.
Experimental Section
In vitro mineralization
Following isolation and expansion, neonatal mouse calvarial osteoblasts were seeded on glass coverslips (30 000 cells/cm2) and mineralization was induced following a well-established mineralization protocol.(16, 24, 54) At day 28 of culture, cells were harvested and were prepared following an anhydrous fixation and resin embedding route previously reported(16) that allows to preserve the mineral morphology, crystallinity, and chemistry of the cells. Details of the experimental procedure are provided in the SI section.
Electron Microscopy Imaging and Analysis
Preliminary bright-field TEM imaging of the extracellular mineral deposits was performed on a JEOL 2000FX. Energy dispersive X-ray spectroscopy (EDX) analysis was carried out on a JEOL 2100F. BF-STEM, HAADF-STEM, and STEM-EELS were performed on a Nion UltraSTEM (SuperSTEM, Daresbury, U.K.) operated at 100 kV. HRTEM experiments were conducted using an FEI TITAN 80/300 operated at 80 kV (Figure S4). Dose-induced damage experiments on sacrificial regions of the samples, using a distinct spectral feature at 530 eV in the oxygen K EELS fine structure as a damage marker were performed to identify regimes adapted for reliable interpretation of the EEL spectra (Figure S6). Details of the experiments are available in Supporting Information and Methods.
EDX and EELS analyses
To calculate the Ca/P, the maximum of the EDX peaks of Ca (Kα) and P (Kα) of the sample were processed using the Cliff–Lorimer equation.(16, 32) The K factor was calculated using a carbonated hydroxyapatite (CHA standard). EELS spectrum images were collected from regions of interest with an energy dispersion of 0.5 eV/channel ensuring that edges from all elements of interest were collected in each spectrum and Gatan DigitalMicrograph software was used for STEM image and EELS analysis. Spectra were calibrated, normalized, and background subtracted. CHA was used as reference spectra to identify the P, C, Ca, N, and O peaks in the acquired data from the sample.(32, 55) Carbonate moieties were identified using multi-Gaussian curve fitting using the carbon K edge from the CHA standard spectra as the reference (Figure S5). Maps of the relative strength of the functional groups of interest (carbonyl and carbonate) were generated for each area of interest. Details of the experiments are provided in Supporting Information.
Statistical Analysis
Statistical differences between data sets were calculated using one-way ANOVA with Bonferroni post hoc test, with a p value of less than 0.05 as statistically significant (n > 3). For sampling of morphological features in the ECM, for bright field and STEM imaging, 100 cells were surveyed from three different cultures. For EDX analysis, 8–16 spectra were acquired from each structure.
Supporting Information
Supplementary Materials and Methods, supplementary figures, supplementary references (word document). This material is available free of charge via the Internet at http://pubs.acs.org.
Acknowledgment
A.E.P. gratefully acknowledges funding from the European Research Council, project number 257182 (CNTBBB). M.M.S. acknowledges the ERC Seventh Framework Programme Consolidator grant “Naturale CG” under grant agreement no. 616417. H.A. was supported by the Medical Engineering Solutions in Osteoarthritis Centre of Excellence funded by the Wellcome Trust and the Engineering and Physical Sciences Research Council. All authors would like to acknowledge the work of SuperSTEM, the U.K. National Facility for Aberration-Corrected STEM, supported by the Engineering and Physical Sciences Research Council (EPSRC). We would also like to thank Prof. Linn Hobbs (O.B.E.), Prof. Serena Best, Dr. Jeremy Skepper, Dr. Natalie Reznikov, Dr. Sergio Bertazzo, Dr. Angela Goode, and Dr. Michal Klosowski for their helpful discussions and contributions. Funding was provided by European Research Council, project number 257182 (CNTBBB); ERC Seventh Framework Programme Consolidator grant “Naturale CG” under grant agreement no. 616417; Medical Engineering Solutions in Osteoarthritis Centre of Excellence funded by the Wellcome Trust and the Engineering and Physical Sciences Research Council; Engineering and Physical Sciences Research Council (EPSRC).
Funding Sources
European Research Council, project number 257182 (CNTBBB); ERC Seventh Framework Programme Consolidator grant “Naturale CG” under grant agreement no. 616417; Medical Engineering Solutions in Osteoarthritis Centre of Excellence funded by the Wellcome Trust and the Engineering and Physical Sciences Research Council; Engineering and Physical Sciences Research Council (EPSRC).
Abbreviations
- Ca/P
calcium to phosphate ratio
- EELS
electron energy loss spectroscopy
- ACP
amorphous calcium phosphate
- CaP
calcium phosphate
- ECM
extracellular matrix
- OCP
octacalcium phosphate
- cryo-SEM
cryo-scanning electron microscopy
- HPF
high pressure freezing
- FS
freeze substitution
- STEM
scanning transmission electron microscopy
- EELS
electron energy-loss spectroscopy
- HRTEM
high-resolution transmission electron microscopy
- SAED
selected area electron diffraction
- HAADF-STEM
high-angle annular dark field scanning transmission electron microscopy
- MLLS
multi-linear least squares
- EDX
energy dispersive X-ray
- CHA
carbonated hydroxyapatite
- HA
hydroxyapatite
Footnotes
Author Contributions
K.N., C.M.M. and Q.R. carried out the experiments. Q.R. conducted the SuperSTEM EELS experiments. C.M.M. and K.N. conducted the TEM work at Imperial College. K.N., Q.R., A.E.P. and C.M.M. analysed the data. S.B. and H.A. carried out the cell culture experiments. A.E.P supervised the project. A.E.P. and M.M.S. designed the project. Q.R, A.E.P, K.N., H.A., C.M.M. and N.E. wrote the paper. A.E.P, H.A. and N.E revised the manuscript.
Conflict of interest: The authors declare no competing financial interest.
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