Abstract
Correlative fluorescence and soft X-ray cryo-microscopy/tomography on flat sample holders is perfectly suited to study the uncompromised physiological status of adherent cells at its best possible preservation by imaging after fast cryo-immobilization. To understand the mechanism by which herpesviruses induce nucleoplasmic reticulum, i.e. invaginations of the nuclear envelope, during their egress from the host cell nucleus, morphologically similar structures found in laminopathies and after chemical induction were investigated as a potentially more easily accessible model system. For example, anti-retroviral protease inhibitors like Saquinavir also induce invaginations of the nuclear membranes. With the help of newly designed multimodal nanoparticles as alignment and correlation markers, and by optimizing fluorescence cryo-microscopy data acquisition, an elaborate three-dimensional network of nucleoplasmic reticulum was demonstrated in nuclei of Saquinavir-treated rabbit kidney cells expressing a fluorescently labeled inner nuclear membrane protein. In part of the protease inhibitor-treated samples, nuclei exhibited dramatic ultrastructural changes indicative of programmed cell death/apoptosis. This unexpected observation highlights another unique feature of soft X-ray microscopy, i.e. high absorption contrast information not relying on labeled cellular components, at a 3D resolution of approximately 40 nm (half-pitch) and through a sample thickness of several micrometers. These properties make it a valuable part of the cell biology imaging toolbox to visualize the cellular ultrastructure in its completeness.
Abbreviations: cryoEM/T, electron cryo-microscopy/tomography; cryoFM, fluorescence cryo-microscopy; cryoXM/T, soft X-ray cryo-microscopy/tomography; eGFP, enhanced green fluorescent protein; N.A., numerical aperture; NEC, nuclear egress complex; NR, nucleoplasmic reticulum; PAH, poly(allylamine hydrochloride); PSS, poly(styrene sulfonate)
Keywords: Gold nanoparticles, Herpesvirus egress, Live-cell imaging, Nuclear membrane invaginations, Quantum dots, X-ray imaging
Highlights
-
•
Nucleoplasmic reticulum was demonstrated in nuclei of Saquinavir-treated cells.
-
•
New polyelectrolyte-Qdot® 605 coated gold beads were employed as fiducials.
-
•
Saquinavir can induce a strong apoptotic phenotype in the nucleus.
-
•
CryoXT is an auspicious imaging technique in apoptosis research.
1. Introduction
Soft X-ray cryo-microscopy/tomography (cryoXM/T) is becoming an important and gap-bridging tool in the “post-reductionist era of biochemistry” [1], by directly imaging biological structures embedded in their native cellular environment to a resolution of a few tens of nanometers (recently reviewed, from a more technical point of view, for instance, in [2], and by [3]). Though hitherto mainly accessible at synchrotron facilities, new soft X-ray sources with a brightness close to early synchrotrons enable three-dimensional X-ray microscopy in the home laboratory [4], [5]. Having started later and, by that, lagging behind the technological development of electron cryo-microscopy/tomography (cryoEM/T) by decades, basic design of the light path and of the components of cryoXM apparatuses is still under extensive consideration and ongoing improvement [6], [7], [8]. Concerning the tomographic sample stage design of cryoXT end stations, different opinions have been presented. For example, Parkinson et al. [9] claimed that use of grids and other mounting systems developed for electron microscopy hinders full rotation and, therefore, a mounting system such as thin-walled glass capillary tubes is preferable. Otherwise, “artifacts can be seen in the reconstruction due to missing data” (quoted from [10]). Evidently, this “missing wedge” problem, which is well-known and inherent in flat specimen stage designs, did not hinder cryoET to produce groundbreaking results in structural biology (for a recent review, see, for instance, [11]). Alleviating techniques originally developed for electron (cryo-)tomography of flat samples, like dual axis or Saxton scheme tilt series acquisition [12], [13], [14], [15], might also help in cryoXT. Furthermore, taking shading/superposition in real samples into account, also the single-axis tomographic approach using a capillary sample holder misses data and does not result in isotropic resolution. Thus, elongated features oriented nearly perpendicular to the tilt axis suffer from a loss of resolution [16].
We consider different sample stage designs in cryoXT as practical alternatives, adequately chosen to match the biological object studied. Capillaries are perfectly suited for smaller particles/cells in suspension, like large viruses, bacteria, unicellular green algae, yeast or blood cells [17], [18], [19]. A certain and unavoidable reduction of the signal to noise ratio by the material of the capillary is balanced by full rotational data sampling, allowing for improved axial resolution in three-dimensional reconstructions. Flat, adherent cells such as mammalian cell monolayer cultures are better imaged on flat sample carriers/grids, serving as growth substrate. This way, detachment steps like trypsinization, necessary for loading them into capillary holders [9], can be omitted, thus leaving especially delicate and fragile cell lines like neurons intact. Otherwise, this harsh treatment might activate apoptotic pathways (examples showing dendrites/axons/synapses in cryoET, for instance, in Ref. [20], [21], [22]). Cells on supporting grids can readily be exposed to biological or chemical challenges, and incubation can be stopped at certain time points by cryo-immobilization without compromising the physiological status by further sample preparation. For example, PTK cells infected on-grid with vaccinia virus were analyzed by cryoXT, discriminating different maturation stages of the virus [23]. Here, we present results after incubation of mammalian cells on flat cryoXT grids with a therapeutic drug. Ultrastructural changes in the thickest cellular compartment, the nucleus, which is accessible to higher resolution imaging techniques like cryoET only after elaborate sample thinning procedures [24], [25], are characterized in toto.
Focusing on cell biological applications [26], the methodological development gained momentum by correlating cryoXM with fluorescence cryo-microscopy (cryoFM; for review, see Refs. [3], [27]). The power of this combined approach has recently been shown by localizing a fluorescently labeled protein within nanometer-resolved sub-cellular/sub-organelle structures. In that study, pUL34, the nuclear membrane-anchored component of the nuclear egress complex (NEC) of the Herpesviridae which interacts with viral pUL31, was found entering the perinuclear space in pUL34/pUL31 co-expressing mammalian cells by expanding the nucleoplasmic reticulum (NR) with vesicular structures induced by the NEC [28], [29]. The follow-up study presented here was designed to analyze functional and structural aspects of the nuclear envelope modifications occurring during herpesvirus nuclear egress (for a recent review, see [30]), by employing a biochemically well characterized and more easily accessible experimental model. Thus, human immunodeficiency virus protease inhibitors like Saquinavir that are part of HAART (highly active antiretroviral therapy) have been reported to also induce invaginations of the nuclear membranes [31]. These invaginations, so-called type I/II NR (for review, see [32]), are also known from laminopathies like the ageing disorder Hutchinson-Gilford progeria syndrome [33]. In parallel, we tested different multimodal nanoparticle designs as alignment and targeting/correlation markers for cryoXT (for recent review and applications not only in nano-imaging, see [34], [35]). Although only partly serving the biological purpose of this study, i.e. to provide a robust experimental model for induction and correlated cryoFM/cryoXT characterization of type I/II NR, our results from Saquinavir treated cells give new insights into programmed cell death/apoptosis, a cellular process not yet studied by cryoXM/T.
2. Material and methods
2.1. Cells and incubation
Rabbit kidney (RK13) cells expressing the N-terminal 285 amino acids comprising the nucleoplasmic tail and the first transmembrane span of human lamin B receptor protein, fused to eGFP (enhanced green fluorescent protein), were generated by transfection with plasmid pLBR1TM-GFP [36] by calcium phosphate co-precipitation [37] and selection with 0.5 mg/ml G418. Stable eGFP-positive cell clones showing nuclear rim staining were isolated by aspiration and further characterized. For the incubation experiments described here, this cell line (catalog no. RIE 1213 of the Collection of Cell Lines in Veterinary at the FLI, Greifswald-Insel Riems, Germany) was grown in Dulbecco׳s modified Eagle medium (Gibco-Invitrogen, Karlsruhe, Germany) supplemented with 10% (w/v) fetal calf serum and 1% (v/v) PSN Antibiotic Mixture (Gibco-Invitrogen). HeLa cells (ATCC CCL-2, human cervical adenocarcinoma cells) transiently expressing eGFP-tagged lamin B1 were cultivated as described above, and details for their transient transfection protocol are given in Ref. [38].
Saquinavir (mesylate) was provided by the NHS Reagent Program (https://www.aidsreagent.org) and was prepared as a 5 mM stock, either in methanol or in dimethyl sulfoxide (DMSO). We found the latter stock solution yielding a stronger reaction during incubation. That might be related to a lower solubility of Saquinavir in methanol as compared to DMSO [39]. Controls were incubated with the corresponding concentration of the solvent only. All incubation steps were performed directly with the cells growing on the perforated carbon foil of the HZB-2 gold grids arranged in plastic microscope slide growth chambers (µ-slide 2×9 well, Ibidi GmbH, Munich, Germany; [29]).
2.2. Preparation of the nanoparticles
Size-tunable photoluminescent aqueous CdSe/ZnS (emission maximum: 625 nm) microspheres were prepared as described [40].
Multilayer polyelectrolyte-Qdot® 605 coated (commercial quantum dots with emission maximum at 605 nm; Invitrogen # Q21701MP) gold beads were prepared essentially as described [41]. Firstly, commercial gold nanoparticles with mean core diameter 198±13 nm (as measured from transmission electron microscopy images), a hydrodynamic diameter of 210±2 nm and a ζ-potential of −20.3±0.7 mV (both measured in Milli-Q water with dynamic light scattering in a zetasizer) were coated with several layers of polyelectrolytes with opposite charge by means of the Layer-by-Layer (LbL) approach [42]. Poly(styrene sulfonate) (PSS) and poly(allylamine hydrochloride) (PAH) were used as the negative and the positive polyelectrolyte, respectively. Nine layers of polyelectrolytes were added on the gold beads (i.e. Au@(PAH/PSS)4 PAH) making their surface positively charged. It is known that the presence of metallic nanostructures in close proximity to quantum dots can modify their photoluminescence properties [43], [44]. The number of polyelectrolyte layers was chosen to avoid the quenching of the Qdot® 605 nanoparticles since every layer has been reported to have a thickness between 0.5 and 2 nm [45], [46]. Qdot® 605 nanoparticles were functionalized with the polymer poly(isobutylene-alt-maleic anhydride) as reported elsewhere [47] and therefore they were negatively charged (the ζ-potential and hydrodynamic diameter measured in Milli-Q water were −35.3±0.6 mV and 19±2 nm, respectively). Negatively charged Qdot® 605 nanoparticles were attached on the gold beads due to electrostatic interactions. One last layer of PSS was added to the core-shell structure. The final hydrodynamic diameter and ζ-potential were 277±4 nm and −9.5±0.9 mV, respectively. Nanoparticle suspensions were concentrated by gentle centrifugation or by sedimentation overnight. A detailed “Protocol for the synthesis and characterization of polyelectrolyte-Qdot® 605 coated gold beads” is provided in the Supporting information.
2.3. Sample preparation for fluorescence and soft X-ray cryo-microscopy
A detailed “Protocol for partially coherent X-ray microscopy” is provided in the Supplement of [48]. Improvements or alternative procedures of the sample preparation steps for cryoXM/T at the HZB TXM at beamline U41-FSGM of the BESSY II electron storage ring in Berlin/Germany, including live-cell microscopy and cryo-immobilization by plunge freezing, are explained in Ref. [29], and were employed here. Before cell seeding and incubation, one microliter of the respective highly concentrated nanoparticle suspension was applied to the carbon-coated mesh area of the grids, and, additionally, two microliter of a 1:4 dilution in culture medium on top of the grown/incubated cells, immediately before blotting and plunge freezing.
2.4. External and in-column light cryo-microscopy
External cryoFM was performed with a second-generation cryo-holder (Cryostage2) essentially as described in [49]. In order to avoid getting objectives in touch with the rim of the dedicated objective cavity underneath the Cryostage2 during changes of magnification, the working position of the motorized stage (DC 120×100, Märzhäuser, Wetzlar, Germany) on an AxioObserver.Z1 inverted microscope (equipped with HXP 120 for fluorescence excitation and an AxioCam MRm for detection; Carl Zeiss MicroImaging GmbH, Göttingen, Germany) was statically brought close to its upper focus limit. After transferring the vitreous sample on a HZB-2 grid into the modified sample holder of the Cryostage2 (pre-cooled with a Norhof LN2 Microdosing system, Series 900, Maarssen, The Netherlands), an automated three channel grid scan was performed (phase contrast; eGFP: eGFP HQ filter set F36-528 from AHF analysentechnik AG, Tübingen, Germany; nanoparticles: Texas Red ET filter set F46-008 from AHF), first with a 20× objective (numerical aperture, N.A. 0.4), and the latter two detection channels then separately, due to exceeding file size, with a long working distance 63× objective (N.A. 0.75).
A technical outline of the in-column epi-fluorescence and reflected light microscope of the HZB TXM is provided by Schneider et al. [3], and was deployed for this study as detailed in Ref. [29].
2.5. Soft X-ray cryo-microscopy/tomography at the HZB TXM at beamline U41-FSGM of the BESSY II electron storage ring in Berlin/Germany
Details of data acquisition and analysis are given in [29]. Targeting on areas in the vitreous sample suitable for tomography was guided by external or, additionally, in-column cryoFM data. Soft X-ray exposure was set to 4 s or longer to average illumination fluctuations as much as possible, and the monochromator slit was adjusted to exploit only one third of the full dynamic range of the camera, in order to avoid radiation damage during tilt series acquisition. Tilt series presented here were taken with the 25 nm zone plate objective (object pixel size: 9.9 nm), from −60° to 60° tilt angle with 1° spacing, by default.
Tomographic reconstruction was performed using the Etomo GUI of IMOD [50], [51]. If not stated otherwise, tomograms and slices presented here are binned with a kernel of 2×2×2, and slices are shown in the corresponding voxel size thickness. Visualization was performed with Amira 5.2 (Visage Imaging GmbH, Berlin) and Adobe Photoshop CS4 (Adobe Systems Inc.).
3. Results
3.1. Photoluminescent aqueous CdSe/ZnS microspheres as fiducial markers
Fiducial-marker based alignment of tomographic tilt series is the ‘gold’ standard to assure highest possible resolution in soft X-ray as well as in electron cryo-tomograms. Thus, finding chemically inert nanoparticles providing high soft X-ray contrast, with a diameter of approximately 200 nm and, preferably, fluorescence for correlative microscopic purposes, is of high priority (Fig. 1). Good candidates exhibiting a bright fluorescence signal which were thought, potentially, being more resistant to bleaching by soft X-ray radiation than the fluorophores in our earlier study [29], are quantum dots like in size-tunable photoluminescent aqueous CdSe/ZnS microspheres [40]. Such microspheres are composed of oligomers of amphiphilic polymaleic acid n-hexadecanol ester, with multiple embedded CdSe/ZnS quantum dots. They were tested as alignment markers in cryoXT of vitreous adherent cells (Fig. 1A). In their current shape, i.e. ~150 nm in diameter in which the CdSe/ZnS quantum dots are not adding much soft X-ray contrast to the polymeric spheres, the center of each microsphere could not be determined reliably throughout the full tilt series, thus preventing high-quality alignment of the images at least for thicker samples (>5 µm; cf. Supplement Movie 1). However, reliable marker particle tracking was possible with standard gold markers (cf. [48]), consisting of silica-spheres with a gold shell, ~270 nm in diameter [52], up to high tilt angles where, due to limits in the depth of focus of the zone plate objective of the soft X-ray microscope, images get blurred in regions off the tilt axis (Fig. 1A, Supplement Movie 1). Still, the fluorescence of the aqueous CdSe/ZnS microspheres was very bright (peak emission wavelength: 625 nm; [40]), possibly allowing to localize single nanoparticles in correlative cryoFM. Thus, we consider it worthwhile to improve the performance of these nanoparticles, by enlarging the diameter to at least 200 nm, and by increasing the concentration of CdSe/ZnS quantum dots in the polymeric microspheres. Additionally, polystyrene microspheres with embedded CdSe/ZnS quantum dots were tested without success, due to low contrast and even smaller size (~80 nm in diameter; data not presented).
3.2. Polyelectrolyte-Qdot® 605 coated gold beads as fiducial markers
Multilayer capsules with a massive gold core (Fig. 1B) and a polyelectrolyte shell comprising quantum dots performed similarly well, and sometimes even better, as alignment markers compared to the standard silica-spheres with a gold shell (cf. [48]; Fig. 1C–E). As exemplified along the data analysis steps of cryoXT in cells treated with Saquinavir, the high contrast and, thus, excellent traceability of the polyelectrolyte-Qdot® 605 coated gold spheres in the tomographic tilt series (Fig. 1C; Supplement Movie 2) added to a low residual error mean of the alignment (0.78, standard deviation: 0.47). This resulted in a tomographic reconstruction revealing structural details at a 3D resolution close to the practical limit (cf. [29]), like visualization of the two membranes of the nuclear envelope (Fig. 1D, Supplement Movie 3), and the NR running through the nucleus, in a reconstructed subvolume (Fig. 1E, Supplement Movie 4).
In order to perform cryoFM for subsequent correlation with cryoXT of the vitreous specimens, and to save precious beam time at the HZB TXM in Berlin, the Cryostage2 (MPI of Biochemistry, Martinsried, [49]) was modified to support the use of HZB-2 grids (Fig. 2). Thus, plunge frozen samples can be pre-scanned and pre-selected in the home laboratory, increasing search efficiency at the HZB TXM, and in advance providing fluorescence data for later correlation, at a similar resolution as it can be achieved with the in-column light cryo-microscope of the HZB TXM in Berlin (Fig. 3; cf. [3], [29]). The red fluorescence of the polyelectrolyte-Qdot® 605 coated gold beads was detectable under cell growth conditions (37 °C; Fig. 3A) and in vitreous samples at approximately −170 °C (Fig. 3B). The fluorescence signal was strong enough to localize single nanoparticles with our equipment for external or in-column correlative cryoFM (long working distance objectives; Fig. 3C–E). In the analyzed nucleus of a Saquinavir-treated RK13 cell stably expressing the (inner) nuclear membrane marker protein LBR1TM-GFP, a part of the green fluorescing structures was found to correlate with the tubular structures of the NR seen by soft X-ray data, demonstrating the membranous character of these tubes (Fig. 3C–E, Supplement Movie 5, Movie 6).
Comparison between in-column cryoFM before and after cryoXT data acquisition showed that the fluorescence of quantum dots was strongly diminished by soft X-ray irradiation (Fig. 4A–E), resembling earlier observations for fluorescence of GFP and of FluoSpheres [29]. Occasionally, red fluorescing masses were found, and non-fluorescent nanoparticles were also observed. This might indicate a partial instability of the Qdot® 605-containing polyelectrolyte shell. Additional purification procedures and/or more gentle concentration steps avoiding centrifugation might help to improve the marker preparation.
3.3. Apoptosis in Saquinavir-treated nuclei
In this study, we applied Saquinavir, an antiviral therapeutic protease inhibitor known to also cause prelamin A accumulation as a side effect [31] and, therefore, to induce changes in the nucleus which are comparable in ultrastructure to what we have observed in cells co-expressing herpesvirus NEC proteins pUL31 and pUL34 [29]. Unexpectedly, in most of the cells treated with a moderate Saquinavir concentration, a clear apoptotic phenotype was observed with compacted and segregated chromatin masking other structural changes in the nucleus almost completely (cf. Table 1). Thus, fluorescent proteins anchored to the inner nuclear membrane (here: lamin B receptor construct, LBR1TM-GFP; [36]) were no longer usable as a reliable marker to find tubes of NR in correlated cryoXT data (Fig. 5A and B; Supplement Movie 10). In these apoptotic nuclei, we observed detachment of the chromatin area from the nuclear envelope with a distinct boundary of unknown origin but not involving the inner nuclear membrane, as shown by the still intact double membranes of the nuclear envelope observed regularly at least in the higher resolved parts of the tomograms (Fig. 5B, C, arrowheads; cf. Supplement Movie 10, Movie 11). Aside from partial disintegration of both nuclear membranes (Fig. 5C, Supplement Movie 11), another apparent change in the overall structure of the apoptotic nuclei was their exceptional flatness on the growth substrate (thinnest measurement: 1.5 µm). Typical symptoms for apoptotic/autophagic processes in Saquinavir-treated samples, such as extensive vesiculation in the cytoplasm, were also observed by live-cell microscopy in control experiments (Fig. 5D–G; Supplement Movie 12, Movie 13), and in soft X-ray cryo-tomograms of HeLa cells transiently expressing GFP-tagged lamin B1, after 48 h of incubation with 20 µM Saquinavir (Supplement Movie 14).
Table 1.
Time of incubation |
||
---|---|---|
24 h | 48 h | |
Control | n.d. | 2a/10b |
20 µM Saquinavir, methanol stock | n.d. | 4/5 |
20 µM Saquinavir, DMSOc stock | 15/0 | n.d. |
Number of nuclei exhibiting apoptotic phenotype.
Number of nuclei exhibiting no signs of apoptosis.
Dimethyl sulfoxide.
4. Discussion
Our experience with methods for fiducial-less alignment of tomographic tilt series, based on the patch tracking mode of IMOD/Etomo GUI [50] and a MATLAB implementation of algorithms described in [53] in combination with the global alignment correction capabilities of IMOD [51], confirm that manual alignment of cryoXT tilt series using fiducial markers provides in most cases better results than automated feature tracking methods, especially in thicker samples [54], [55]. Thus, the development of efficient fiducial markers for cryoXT is important to achieve high resolution in tomographic reconstructions (Fig. 1). Furthermore, a combination of high soft X-ray contrast with fluorescence emission in the very same multifunctional nanoparticle facilitates correlative cryoFM/XT approaches (Fig. 3), potentially providing multimodal markers to enable a localization/correlation accuracy with high precision, as it has been demonstrated recently for cryoFM/EM [56], [57]. Thus, the added value of having both features, fluorescence emission and soft X-ray absorption, in one nanoparticle together is that cryoFM and cryoXM data can be spatially registered to a common coordinate system, allowing for high statistical confidence in correlating molecule-specific with structural (context) information. For this purpose, small point-like markers are better suited than the regular two-micrometer holes in the Quantifoil carbon growth support that can be seen in all detection modalities, too [29]. In our experiments, the expectations toward high soft X-ray contrast and high fluorescence emission efficiency of the markers were fulfilled by a design with a massive gold core and quantum dots embedded in a multilayered shell around the core. Optimal thickness of the latter and, thus, ensuring a certain distance between quantum dots and the surface of the gold spheres to prevent fluorescence quenching [58], was achieved by variation in the number of polyelectrolyte layers. An increase in mechanical and chemical stability of the multilayered nanoparticles, for instance in solutions with higher ionic strength like cell growth media, might be achieved by addition of a final silica layer.
Soft X-ray stability of quantum dots as fluorescent markers in biological cryoXM has been studied before [59], [60]. Since fluorophores like organic dyes or genetic marker/tags are functionally destroyed by rather low doses of soft X-ray irradiation, our results demonstrating strong soft X-ray-induced photobleaching also of quantum dot fluorescence reconfirm that acquisition of fluorescence data is required before any X-ray exposure ([29]; Fig. 4). In addition to the establishment of an in-column epi-fluorescence and reflected light cryo-microscope in the HZB TXM in Berlin [3], this is now supported by expanding the sample spectrum of the Cryostage2 to IFR-1 or HZB-2 grids in a more reproducible way than it has been shown using the former Cryostage model from the Baumeister lab in Martinsried ([61]; cf. Fig. 2). Thus, in preparation for analysis at the synchrotron beamline, target structures and sample spots suitable for cryoXT can be pre-selected in the home laboratory. This has also been demonstrated recently employing a non-motorized cryo-stage (Linkam Scientific Instruments, Epsom, UK; cf. [62]). High-numerical aperture cryo-objectives are not commercially available, and the described light/fluorescence cryo-microscopes are restricted to long- or cooled short-working distance air objectives (for technical overview, see [63]), currently achieving a N.A. of 0.95 [56]. The only application of a cryo-immersion objective described so far, claiming a final N.A. of 1.3 under cryo-conditions, is based on the combination of two objectives of manufacturers that went out of business already in the first half of the last century [64].
In this study, newly designed polyelectrolyte-Qdot® 605 coated gold beads helped us as tomographic alignment and fluorescent correlation markers to visualize an elaborate three-dimensional network of the LBR1TM-GFP-labeled NR in nuclei of Saquinavir-treated rabbit kidney cells (Fig. 1, Fig. 3). The overall features of this network, comprising mostly flat and tubular invaginations of the nuclear envelope, were in accordance to fluorescence and conventional electron microscopy data presented before in comparable experimental systems [32], [33]. In our previous study in viral pUL34/pUL31 co-expressing mammalian cells, the NR tubes were filled with vesicular structures induced by the NEC [29]. Unfortunately, due to their strong apoptotic phenotype, nuclei of Saquinavir-treated cells were mostly not suitable to study the NR by correlative cryoFM/XT in detail. We interpret the dramatic structural changes in the nucleus, revealed here by cryoXT, as apoptosis because Saquinavir is known to induce this highly regulated and energy-dependent cellular process [65], and the characteristics observed by cryoXT were in accordance with general morphological changes in apoptotic nuclei (for review, see [66]; Fig. 5). Thus, the process of apoptotic nuclear dismantling includes events affecting the nuclear envelope, such as detachment from chromatin and proteolysis of nuclear membrane and pore proteins, as well as proteolysis of the nuclear matrix and chromatin condensation in coordination with DNA fragmentation [67]. However, the concentration of Saquinavir applied in our study (20 µM), yielding an apoptotic morphology in most of the nuclei of our cells after 24 h of incubation, was inefficient to induce apoptosis/autophagy in a panel of ovarian cancer cell lines [39]. This might be explained by the fact that stable overexpression of the LBR1TM-GFP tag, to observe the NR in fluorescence microscopy, made the RK13 cells more sensitive for induction of apoptosis (cf. Table 1, controls). Additionally, it might point to a higher sensitivity of cryoXM to detect apoptotic changes in the nucleus, since live-cell phase contrast and fluorescence microscopy did not reveal clear differences between the morphology of nuclei of Saquinavir-treated and control cells, in contrast to cytoplasmic changes (Fig. 5D–G; Supplement Movie 12, Movie 13). Similar apoptotic changes in the nuclear ultrastructure were also observed in cryoXT data of Saquinar-treated HeLa cells transiently expressing GFP-tagged lamin B1 (Supplement Movie 14), and in a nucleus of an untreated cerebellar granule cell (not presented). Primary fibroblasts transiently expressing GFP-tagged lamin B1 and treated with Saquinavir were studied before by fluorescence and conventional transmission electron microscopy, but did not reveal apoptotic events [31], [32]. Thus, cryoXT, providing direct soft X-ray absorption contrast of natively preserved cellular components and compartments in their full three-dimensional expansion, might be even better suited to detect apoptosis in the nucleus than conventional transmission electron microscopy relying on heavy-metal adsorption of structures in thin sections, considered as gold standard in apoptosis research so far [68].
In this project, it was not our principal aim to study apoptosis/programmed cell death by cryoXT. Observing the described changes in the nuclear ultrastructure in different cell types might indicate a broader relevance of these data for research on this important cell biological process [69]. Thus, we decided to present this preliminary findings to document the potential of cryoXT for apoptosis research, perhaps in further studies employing defined model systems in an integrative approach of biochemical and imaging methods (see, for instance [70], [71]). In fact, other cryoXT studies on nuclear ultrastructure have shown already comparable features without connecting it to apoptotic events [72], [73]. Unfortunately, in these reports the spatial resolution does not allow to support that speculation, by discriminating, for instance, the two membranes of the nuclear envelope from each other and/or from boundary layers around condensed chromatin, as shown here (Fig. 5B and C; Supplement Movie 10, Movie 11). For investigating the nature of the observed boundary layers in apoptotic nuclei, also other X-ray cryo-imaging methods might be applied: X-ray fluorescence tomography or energy-specific X-ray scanning microscopy might help to elucidate by nanoscale elemental/chemical mapping if, for instance, phosphor is enriched in these structures (for methodological review, see Ref. [2]).
From a methodological point of view, data presented here emphasize the advantages of cryoXM as compared to fluorescence microscopy. In cryo-immobilized samples, cryoXM/T provides high-contrast three-dimensional structural data based on absorption contrast, at a resolution better than super resolution in fluorescence microscopy, not relying on fluorophore-tagged cell components. Thus, a complete cell can be imaged in its native structural state, making cryoXM/T together with other emerging cryo-imaging approaches like focused ion beam milling for serial block face scanning electron microscopy in vitreous samples [74] a useful technique in an integrative toolbox of imaging methods for cell biology research [75].
5. Conclusions
An elaborate three-dimensional network of the LBR1TM-GFP-labeled NR was imaged in nuclei of Saquinavir-treated rabbit kidney cells by correlative cryoFM/XT on flat sample grids. In these experiments, newly designed polyelectrolyte-Qdot® 605 coated gold beads were successfully employed as alignment and correlation markers. In many of the cells treated with a moderate Saquinavir concentration, however, compacted and segregated chromatin masked other structural changes in the nucleus. These dramatic rearrangements in the nuclear ultrastructure were interpreted as caused by programmed cell death/apoptosis. The presented data recommend cryoXT as an auspicious imaging technique in apoptosis research, especially in the cell nucleus.
Acknowledgments
We thank Jürgen Plitzko and the correlative team at the MPI of Biochemistry for sharing experience and supporting the Cryostage2 hardware. We thank Lin Song Li (Key Laboratory for Special Functional Materials, Henan University) for providing photoluminescent aqueous CdSe/ZnS microspheres. We thank Cathy Whittle for help in tissue culture. This work was supported by grants from the Human Frontier Science Program (HFSP; RGY0079/2009-C to K.G.), a Wellcome Trust Senior Research Fellowship (to K.G., 090895/Z/09/Z), a Wellcome Trust JIF award (060208/Z/00/Z) and a Wellcome Trust Equipment Grant (093305/Z/10/Z) to the Oxford Particle Imaging Centre, the Wellcome Trust core award 090532/Z/09/Z to the Wellcome Trust Centre for Human Genetics. Parts of this project were supported by LOEWE (project Synchembio to W.J.P.). We acknowledge the Helmholtz-Zentrum Berlin - electron storage ring BESSY II for provision of synchrotron radiation at beamline U41-FSGM. The research leading to these results has received funding from the European Community׳s Seventh Framework Programme (FP7/2007-2013) under BioStruct-X (Grant agreement nos. 283570 and 226716) and the Deutsche Forschungsgemeinschaft (DFG Me 854/8-2).
Footnotes
Supplementary data associated with this article can be found in the online version at doi:10.1016/j.ultramic.2014.05.009.
Contributor Information
Christoph Hagen, Email: christoph@strubi.ox.ac.uk.
Stephan Werner, Email: stephan.werner@helmholtz-berlin.de.
Susana Carregal-Romero, Email: susana.carregal@physik.uni-marburg.de.
Ashraf N. Malhas, Email: ashraf.malhas@path.ox.ac.uk.
Barbara G. Klupp, Email: barbara.klupp@fli.bund.de.
Peter Guttmann, Email: peter.guttmann@helmholtz-berlin.de.
Stefan Rehbein, Email: stefan.rehbein@helmholtz-berlin.de.
Katja Henzler, Email: katja.henzler@helmholtz-berlin.de.
Thomas C. Mettenleiter, Email: thomas.mettenleiter@fli.bund.de.
David J. Vaux, Email: david.vaux@path.ox.ac.uk.
Wolfgang J. Parak, Email: wolfgang.parak@physik.uni-marburg.de.
Gerd Schneider, Email: gerd.schneider@helmholtz-berlin.de.
Kay Grünewald, Email: kay@strubi.ox.ac.uk.
Appendix A. Supporting information
The following is the Supplementary movies related to this article
.
References
- 1.Gierasch L.M., Gershenson A. Post-reductionist protein science, or putting Humpty Dumpty back together again. Nat. Chem. Biol. 2009;5:774–777. doi: 10.1038/nchembio.241. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Falcone R., Jacobsen C., Kirz J., Marchesini S., Shapiro D., Spence J. New directions in X-ray microscopy. Contemp. Phys. 2011;52:293–318. [Google Scholar]
- 3.Schneider G., Guttmann P., Rehbein S., Werner S., Follath R. Cryo X-ray microscope with flat sample geometry for correlative fluorescence and nanoscale tomographic imaging. J. Struct. Biol. 2012;177:212–223. doi: 10.1016/j.jsb.2011.12.023. [DOI] [PubMed] [Google Scholar]
- 4.Hertz H.M., von Hofsten O., Bertilson M., Vogt U., Holmberg A., Reinspach J., Martz D., Selin M., Christakou A.E., Jerlström-Hultqvist J., Svard S. Laboratory cryo soft X-ray microscopy. J. Struct. Biol. 2012;177:267–272. doi: 10.1016/j.jsb.2011.11.015. [DOI] [PubMed] [Google Scholar]
- 5.Martz D.H., Selin M., von Hofsten O., Fogelqvist E., Holmberg A., Vogt U., Legall H., Blobel G., Seim C., Stiel H., Hertz H.M. High average brightness water window source for short-exposure cryomicroscopy. Opt. Lett. 2012;37:4425–4427. doi: 10.1364/OL.37.004425. [DOI] [PubMed] [Google Scholar]
- 6.Guttmann P., Zeng X., Feser M., Heim S., Yun W., Schneider G. In: Proceedings of the 9th International Conference on X-ray Microscopy. David C., Nolting F., Quitmann C., Stampanoni M., Pfeiffer F., editors. IOP Publ. Ltd.; Bristol: 2009. Ellipsoidal capillary as condenser for the BESSY full-field X-ray microscope; p. 012064. [Google Scholar]
- 7.Chao W., Fischer P., Tyliszczak T., Rekawa S., Anderson E., Naulleau P. Real space soft X-ray imaging at 10 nm spatial resolution. Opt. Express. 2012;20:9777–9783. doi: 10.1364/OE.20.009777. [DOI] [PubMed] [Google Scholar]
- 8.Rehbein S., Guttmann P., Werner S., Schneider G. Characterization of the resolving power and contrast transfer function of a transmission X-ray microscope with partially coherent illumination. Opt. Express. 2012;20:5830–5839. doi: 10.1364/OE.20.005830. [DOI] [PubMed] [Google Scholar]
- 9.Parkinson D.Y., Epperly L.R., McDermott G., Le Gros M.A., Boudreau R.M., Larabell C.A. In: Sousa A.A., Kruhlak M.J., editors. vol. 950. Springer Science+Business Media, LLC; Philadelphia: 2013. Nanoimaging cells using soft X-ray tomography; pp. 457–481. (Methods in Molecular Biology). [DOI] [PubMed] [Google Scholar]
- 10.McDermott G., Le Gros M.A., Larabell C.A. Visualizing cell architecture and molecular location using soft X-ray tomography and correlated cryo-light microscopy. Annu. Rev. Phys. Chem. 2012;63:225–239. doi: 10.1146/annurev-physchem-032511-143818. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Lučić V., Rigort A., Baumeister W. Cryo-electron tomography: the challenge of doing structural biology in situ. J. Cell Biol. 2013;202:407–419. doi: 10.1083/jcb.201304193. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Saxton W.O., Baumeister W., Hahn M. Three-dimensional reconstruction of imperfect two-dimensional crystals. Ultramicroscopy. 1984;13:57–70. doi: 10.1016/0304-3991(84)90057-3. [DOI] [PubMed] [Google Scholar]
- 13.Nickell S., Hegerl R., Baumeister W., Rachel R. Pyrodictium cannulae enter the periplasmic space but do not enter the cytoplasm, as revealed by cryo-electron tomography. J. Struct. Biol. 2003;141:34–42. doi: 10.1016/s1047-8477(02)00581-6. [DOI] [PubMed] [Google Scholar]
- 14.Chen Y., Förster F. Iterative reconstruction of cryo-electron tomograms using nonuniform fast Fourier transforms. J. Struct. Biol. 2014;185:309–316. doi: 10.1016/j.jsb.2013.12.001. [DOI] [PubMed] [Google Scholar]
- 15.Guesdon A., Blestel S., Kervrann C., Chretien D. Single versus dual-axis cryo-electron tomography of microtubules assembled in vitro: limits and perspectives. J. Struct. Biol. 2013;181:169–178. doi: 10.1016/j.jsb.2012.11.004. [DOI] [PubMed] [Google Scholar]
- 16.Mastronarde D.N. Dual-axis tomography: an approach with alignment methods that preserve resolution. J. Struct. Biol. 1997;120:343–352. doi: 10.1006/jsbi.1997.3919. [DOI] [PubMed] [Google Scholar]
- 17.Weiss D., Schneider G., Niemann B., Guttmann P., Rudolph D., Schmahl G. Computed tomography of cryogenic biological specimens based on X-ray microscopic images. Ultramicroscopy. 2000;84:185–197. doi: 10.1016/s0304-3991(00)00034-6. [DOI] [PubMed] [Google Scholar]
- 18.Uchida M., Sun Y., McDermott G., Knoechel C., Le Gros M.A., Parkinson D., Drubin D.G., Larabell C.A. Quantitative analysis of yeast internal architecture using soft X-ray tomography. Yeast. 2011;28:227–236. doi: 10.1002/yea.1834. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Hanssen E., Knoechel C., Dearnley M., Dixon M.W.A., Le Gros M., Larabell C., Tilley L. Soft X-ray microscopy analysis of cell volume and hemoglobin content in erythrocytes infected with asexual and sexual stages of Plasmodium falciparum. J. Struct. Biol. 2012;177:224–232. doi: 10.1016/j.jsb.2011.09.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Garvalov B.K., Zuber B., Bouchet-Marquis C., Kudryashev M., Gruska M., Beck M., Leis A., Frischknecht F., Bradke F., Baumeister W., Dubochet J., Cyrklaff M. Luminal particles within cellular microtubules. J. Cell Biol. 2006;174:759–765. doi: 10.1083/jcb.200606074. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Lučić V., Kossel A.H., Yang T., Bonhoeffer T., Baumeister W., Sartori A. Multiscale imaging of neurons grown in culture: from light microscopy to cryo-electron tomography. J. Struct. Biol. 2007;160:146–156. doi: 10.1016/j.jsb.2007.08.014. [DOI] [PubMed] [Google Scholar]
- 22.Ibiricu I., Huiskonen J.T., Döhner K., Bradke F., Sodeik B., Grünewald K. Cryo electron tomography of herpes simplex virus during axonal transport and secondary envelopment in primary neurons. PLoS Pathog. 2011;7:e1002406. doi: 10.1371/journal.ppat.1002406. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Chichón F.J., Rodríguez M.J., Pereiro E., Chiappi M., Perdiguero B., Guttmann P., Werner S., Rehbein S., Schneider G., Esteban M., Carrascosa J.L. Cryo X-ray nano-tomography of vaccinia virus infected cells. J. Struct. Biol. 2012;177:202–211. doi: 10.1016/j.jsb.2011.12.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Rigort A., Bäuerlein F.J.B., Villa E., Eibauer M., Laugks T., Baumeister W., Plitzko J.M. Focused ion beam micromachining of eukaryotic cells for cryoelectron tomography. Proc. Natl. Acad. Sci. U. S. A. 2012;109:4449–4454. doi: 10.1073/pnas.1201333109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Hsieh C., Schmelzer T., Kishchenko G., Wagenknecht T., Marko M. Practical workflow for cryo focused-ion-beam milling of tissues and cells for cryo-TEM tomography. J. Struct. Biol. 2014;185:32–41. doi: 10.1016/j.jsb.2013.10.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.McDermott G., Fox D.M., Epperly L., Wetzler M., Barron A.E., Le Gros M.A., Larabell C.A. Visualizing and quantifying cell phenotype using soft X-ray tomography. Bioessays. 2012;34:320–327. doi: 10.1002/bies.201100125. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Cinquin B.P., Do M., McDermott G., Walters A.D., Myllys M., Smith E.A., Cohen-Fix O., Le Gros M.A., Larabell C.A. Putting molecules in their place. J. Cell. Biochem. 2014;115:209–216. doi: 10.1002/jcb.24658. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Klupp B.G., Granzow H., Fuchs W., Keil G.M., Finke S., Mettenleiter T.C. Vesicle formation from the nuclear membrane is induced by coexpression of two conserved herpesvirus proteins. Proc. Natl. Acad. Sci. U. S. A. 2007;104:7241–7246. doi: 10.1073/pnas.0701757104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Hagen C., Guttmann P., Klupp B., Werner S., Rehbein S., Mettenleiter T.C., Schneider G., Grünewald K. Correlative VIS-fluorescence and soft X-ray cryo-microscopy/tomography of adherent cells. J. Struct. Biol. 2012;177:193–201. doi: 10.1016/j.jsb.2011.12.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Mettenleiter T.C., Müller F., Granzow H., Klupp B.G. The way out: what we know and do not know about herpesvirus nuclear egress. Cell Microbiol. 2013;15:170–178. doi: 10.1111/cmi.12044. [DOI] [PubMed] [Google Scholar]
- 31.Goulbourne C.N., Vaux D.J. HIV protease inhibitors inhibit FACE1/ZMPSTE24: a mechanism for acquired lipodystrophy in patients on highly active antiretroviral therapy? Biochem. Soc. Trans. 2010;38:292–296. doi: 10.1042/BST0380292. [DOI] [PubMed] [Google Scholar]
- 32.Malhas A., Goulbourne C., Vaux D.J. The nucleoplasmic reticulum: form and function. Trends Cell Biol. 2011;21:362–373. doi: 10.1016/j.tcb.2011.03.008. [DOI] [PubMed] [Google Scholar]
- 33.Goulbourne C.N., Malhas A.N., Vaux D.J. The induction of a nucleoplasmic reticulum by prelamin A accumulation requires CTP:phosphocholine cytidylyltransferase-alpha. J. Cell Sci. 2011;124:4253–4266. doi: 10.1242/jcs.091009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Carregal-Romero S., Caballero-Díaz E., Beqa L., Abdelmonem A.M., Ochs M., Hühn D., Suau B.S., Valcarcel M., Parak W.J. In: Cooks R.G., Pemberton J.E., editors. vol. 6. Annual Reviews; Palo Alto: 2013. Multiplexed sensing and imaging with colloidal nano- and microparticles; pp. 53–81. (Annual Review of Analytical Chemistry). [DOI] [PubMed] [Google Scholar]
- 35.Wang S.J., Zhou C.H., Yuan H., Shen H.B., Zhao W.X., Ma L., Li L.S. A robust ligand exchange approach for preparing hydrophilic, biocompatible photoluminescent quantum dots. Mater. Res. Bull. 2013;48:2836–2842. [Google Scholar]
- 36.Ellenberg J., Siggia E.D., Moreira J.E., Smith C.L., Presley J.F., Worman H.J., Lippincott-Schwartz J. Nuclear membrane dynamics and reassembly in living cells: targeting of an inner nuclear membrane protein in interphase and mitosis. J. Cell Biol. 1997;138:1193–1206. doi: 10.1083/jcb.138.6.1193. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Graham F.L., van der Eb A.J. New technique for assay of infectivity of human adenovirus 5 DNA. Virology. 1973;52:456–467. doi: 10.1016/0042-6822(73)90341-3. [DOI] [PubMed] [Google Scholar]
- 38.Maske C.P., Hollinshead M.S., Higbee N.C., Bergo M.O., Young S.G., Vaux D.J. A carboxyl-terminal interaction of lamin B1 is dependent on the CAAX endoprotease Rce1 and carboxymethylation. J. Cell Biol. 2003;162:1223–1232. doi: 10.1083/jcb.200303113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.McLean K., VanDeVen N.A., Sorenson D.R., Daudi S., Liu R. The HIV protease inhibitor saquinavir induces endoplasmic reticulum stress, autophagy, and apoptosis in ovarian cancer cells. Gynecol. Oncol. 2009;112:623–630. doi: 10.1016/j.ygyno.2008.11.028. [DOI] [PubMed] [Google Scholar]
- 40.Zhou C.H., Yuan H., Shen H.B., Guo Y., Li X.M., Liu D., Xu L., Ma L., Li L.S. Synthesis of size-tunable photoluminescent aqueous CdSe/ZnS microspheres via a phase transfer method with amphiphilic oligomer and their application for detection of HCG antigen. J. Mater. Chem. 2011;21:7393–7400. [Google Scholar]
- 41.Yu X., Lei D.Y., Amin F., Hartmann R., Acuna G.P., Guerrero-Martínez A., Maier S.A., Tinnefeld P., Carregal-Romero S., Parak W.J. Distance control in-between plasmonic nanoparticles via biological and polymeric spacers. Nano Today. 2013;8:480–493. [Google Scholar]
- 42.Caruso F., Niikura K., Furlong D.N., Okahata Y. 1. Ultrathin multilayer polyelectrolyte films on gold: construction and thickness determination. Langmuir. 1997;13:3422–3426. [Google Scholar]
- 43.Gueroui Z., Libchaber A. Single-molecule measurements of gold-quenched quantum dots. Phys. Rev. Lett. 2004;93:166108. doi: 10.1103/PhysRevLett.93.166108. [DOI] [PubMed] [Google Scholar]
- 44.Ma X.D., Fletcher K., Kipp T., Grzelczak M.P., Wang Z., Guerrero-Martínez A., Pastoriza-Santos I., Kornowski A., Liz-Marzán L.M., Mews A. Photoluminescence of individual Au/CdSe nanocrystal complexes with variable interparticle distances. J. Phys. Chem. Lett. 2011;2:2466–2471. [Google Scholar]
- 45.Donath E., Sukhorukov G.B., Caruso F., Davis S.A., Mohwald H. Novel hollow polymer shells by colloid-templated assembly of polyelectrolytes. Angew. Chem. Int. Ed. 1998;37:2202–2205. doi: 10.1002/(SICI)1521-3773(19980904)37:16<2201::AID-ANIE2201>3.0.CO;2-E. [DOI] [PubMed] [Google Scholar]
- 46.Schneider G., Decher G., Nerambourg N., Praho R., Werts M.H.V., Blanchard-Desce M. Distance-dependent fluorescence quenching on gold nanoparticles ensheathed with layer-by-layer assembled polyelectrolytes. Nano Lett. 2006;6:530–536. doi: 10.1021/nl052441s. [DOI] [PubMed] [Google Scholar]
- 47.Amin F., Yushchenko D.A., Montenegro J.M., Parak W.J. Integration of organic fluorophores in the surface of polymer-coated colloidal nanoparticles for sensing the local polarity of the environment. ChemPhysChem. 2012;13:1030–1035. doi: 10.1002/cphc.201100901. [DOI] [PubMed] [Google Scholar]
- 48.Schneider G., Guttmann P., Heim S., Rehbein S., Mueller F., Nagashima K., Heymann J.B., Müller W.G., McNally J.G. Three-dimensional cellular ultrastructure resolved by X-ray microscopy. Nat. Methods. 2010;7:985–987. doi: 10.1038/nmeth.1533. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Rigort A., Bäuerlein F.J.B., Leis A., Gruska M., Hoffmann C., Laugks T., Böhm U., Eibauer M., Gnaegi H., Baumeister W., Plitzko J.M. Micromachining tools and correlative approaches for cellular cryo-electron tomography. J. Struct. Biol. 2010;172:169–179. doi: 10.1016/j.jsb.2010.02.011. [DOI] [PubMed] [Google Scholar]
- 50.Kremer J.R., Mastronarde D.N., McIntosh J.R. Computer visualization of three-dimensional image data using IMOD. J. Struct. Biol. 1996;116:71–76. doi: 10.1006/jsbi.1996.0013. [DOI] [PubMed] [Google Scholar]
- 51.Mastronarde D.N. Correction for non-perpendicularity of beam and tilt axis in tomographic reconstructions with the IMOD package. J. Microsc. 2008;230:212–217. doi: 10.1111/j.1365-2818.2008.01977.x. [DOI] [PubMed] [Google Scholar]
- 52.Graf C., Meinke M., Gao Q., Hadam S., Raabe J., Sterry W., Blume-Peytavi U., Lademann J., Ruhl E., Vogt A. Qualitative detection of single submicron and nanoparticles in human skin by scanning transmission X-ray microscopy. J. Biomed. Opt. 2009;14:021015. doi: 10.1117/1.3078811. [DOI] [PubMed] [Google Scholar]
- 53.Sorzano C.O.S., Messaoudi C., Eibauer M., Bilbao-Castro J.R., Hegerl R., Nickell S., Marco S., Carazo J.M. Marker-free image registration of electron tomography tilt-series. BMC Bioinform. 2009;10:124. doi: 10.1186/1471-2105-10-124. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Hummel E., Guttmann P., Werner S., Tarek B., Schneider G., Kunz M., Frangakis A.S., Westermann B. 3d ultrastructural organization of whole Chlamydomonas reinhardtii cells studied by nanoscale soft X-ray tomography. PLoS One. 2012;7:e53293. doi: 10.1371/journal.pone.0053293. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Parkinson D.Y., Knoechel C., Yang C., Larabell C.A., Le Gros M.A. Automatic alignment and reconstruction of images for soft X-ray tomography. J. Struct. Biol. 2012;177:259–266. doi: 10.1016/j.jsb.2011.11.027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Schorb M., Briggs J.A.G. Correlated cryo-fluorescence and cryo-electron microscopy with high spatial precision and improved sensitivity. Ultramicroscopy. 2014;143:24–32. doi: 10.1016/j.ultramic.2013.10.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Schellenberger P., Kaufmann R., Siebert C.A., Hagen C., Wodrich H., Grünewald K. High-precision correlative fluorescence and electron cryo microscopy using two independent alignment markers. Ultramicroscopy. 2014;143:41–51. doi: 10.1016/j.ultramic.2013.10.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Ma X.D., Tan H., Kipp T., Mews A. Fluorescence enhancement, blinking suppression, and gray states of individual semiconductor nanocrystals close to gold nanoparticles. Nano Lett. 2010;10:4166–4174. doi: 10.1021/nl102451c. [DOI] [PubMed] [Google Scholar]
- 59.Steinbrener J.F. Department of Physics and Astronomy, Stony Brook University; NY: 2006. Scanning luminescence X-ray microscopy exploring the use of quantum dot nanocrystals as high spatial resolution biological labels (Master thesis) [Google Scholar]
- 60.Moser S.K. Department of Physics and Astronomy, Stony Brook University, Stony Brook University, Stony Brook; NY: 2008. A new combined detection system for STXM and the applicability of (CdSe)ZnS nanocrystals to SLXM (Master thesis) [Google Scholar]
- 61.Böhm U. Technische Universität München; 2010. Korrelative Mikroskopie bei Flüssigstickstoff-Temperatur (Diploma thesis) [Google Scholar]
- 62.Duke E.M.H., Razi M., Weston A., Guttmann P., Werner S., Henzler K., Schneider G., Tooze S.A., Collinson L.M. Imaging endosomes and autophagosomes in whole mammalian cells using correlative cryo-fluorescence and cryo-soft X-ray microscopy (cryo-CLXM) Ultramicroscopy. 2014;143:77–87. doi: 10.1016/j.ultramic.2013.10.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Briegel A., Chen S.Y., Koster A.J., Plitzko J.M., Schwartz C.L., Jensen G.J. In: Jensen G., editor. vol. 481. Elsevier Inc.; San Diego: 2010. Correlated light and electron cryo-microscopy; pp. 317–341. (Methods in Enzymology: Cryo-EM, Part A – Sample Preparation and Data Collection). [DOI] [PubMed] [Google Scholar]
- 64.Le Gros M.A., McDermott G., Uchida M., Knoechel C.G., Larabell C.A. High-aperture cryogenic light microscopy. J. Microsc. 2009;235:1–8. doi: 10.1111/j.1365-2818.2009.03184.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Pajonk F., Himmelsbach J., Riess K., Sommer A., McBride W.H. The human immunodeficiency virus (HIV)-1 protease inhibitor Saquinavir inhibits proteasome function and causes apoptosis and radiosensitization in non-HIV-associated human cancer cells. Cancer Res. 2002;62:5230–5235. [PubMed] [Google Scholar]
- 66.Elmore S. Apoptosis: a review of programmed cell death. Toxicol. Pathol. 2007;35:495–516. doi: 10.1080/01926230701320337. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Dominguez F., Cejudo F.J. A comparison between nuclear dismantling during plant and animal programmed cell death. Plant Sci. 2012;197:114–121. doi: 10.1016/j.plantsci.2012.09.009. [DOI] [PubMed] [Google Scholar]
- 68.Ulukaya E., Acilan C., Ari F., Ikitimur E., Yilmaz Y. A glance at the methods for detection of apoptosis qualitatively and quantitatively. Turk. J. Biochem. 2011;36:261–269. [Google Scholar]
- 69.Fuchs Y., Steller H. Programmed cell death in animal development and disease. Cell. 2011;147:742–758. doi: 10.1016/j.cell.2011.10.033. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Toné S., Sugimoto K., Tanda K., Suda T., Uehira K., Kanouchi H., Samejima K., Minatogawa Y., Earnshaw W.C. Three distinct stages of apoptotic nuclear condensation revealed by time-lapse imaging, biochemical and electron microscopy analysis of cell-free apoptosis. Exp. Cell Res. 2007;313:3635–3644. doi: 10.1016/j.yexcr.2007.06.018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Karreman M.A., Agronskaia A.V., Verkleij A.J., Cremers F.F.M., Gerritsen H.C., Humbel B.M. Discovery of a new RNA-containing nuclear structure in UVC-induced apoptotic cells by integrated laser electron microscopy. Biol. Cell. 2009;101:287–299. doi: 10.1042/BC20080076. [DOI] [PubMed] [Google Scholar]
- 72.Clowney E.J., LeGros M.A., Mosley C.P., Clowney F.G., Markenskoff-Papadimitriou E.C., Myllys M., Barnea G., Larabell C.A., Lomvardas S. Nuclear aggregation of olfactory receptor genes governs their monogenic expression. Cell. 2012;151:724–737. doi: 10.1016/j.cell.2012.09.043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Isaacson S.A., Larabell C.A., Le Gros M.A., McQueen D.M., Peskin C.S. The influence of spatial variation in chromatin density determined by X-ray tomograms on the time to find DNA binding sites. Bull. Math. Biol. 2013;75:2093–2117. doi: 10.1007/s11538-013-9883-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Schertel A., Snaidero N., Han H.M., Ruhwedel T., Laue M., Grabenbauer M., Möbius W. Cryo FIB-SEM: volume imaging of cellular ultrastructure in native frozen specimens. J. Struct. Biol. 2013;184:355–360. doi: 10.1016/j.jsb.2013.09.024. [DOI] [PubMed] [Google Scholar]
- 75.Zeev-Ben-Mordehai T., Hagen C., Grünewald K. A cool hybrid approach to the herpesvirus ‘life’ cycle. Curr. Opin. Virol. 2014;5:42–49. doi: 10.1016/j.coviro.2014.01.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.