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Microscopy and Microanalysis

Oxford University Press (OUP)

All preprints, ranked by how well they match Microscopy and Microanalysis's content profile, based on 12 papers previously published here. The average preprint has a 0.01% match score for this journal, so anything above that is already an above-average fit. Older preprints may already have been published elsewhere.

1
Ultra-fast micro-CT of an unrestrained live insect

Davranoglou, L.-R.; Mortimer, B.; Schelpuetz, C. M.; Taylor, G. K.

2023-03-06 zoology 10.1101/2023.03.03.531017 medRxiv
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Micro-CT has revolutionized functional morphology by enabling volumetric reconstruction of biological specimens at micrometre scales, but its accuracy is compromised by fixation artefacts. State-of-the-art in vivo imaging avoids this, but still requires subjects to be tethered, anaesthetized, or stained. Here we use ultra-fast synchrotron-based micro-CT to produce the first 3D scan of an unrestrained living organism at micrometre resolution, demonstrating the potential of this method in physiology, behaviour, and biomechanics.

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Advanced in High-Resolution Cryo Volume Electron Microscopy (cvEM) Imaging for Unicellular and Multicellular Organisms

Kobylynska, M.; Nicholls, D.; Broad, Z.; Wells, J.; Robinson, A. W.; Marcotti, S.; McGrouther, D.; Ch'ng, Q.; Esteban, G.; Browning, N. D.; Fleck, R.

2026-03-20 biophysics 10.64898/2026.03.18.711528 medRxiv
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Cryo-Focused Ion Beam Scanning Electron Microscopy (cryoFIB-SEM) using samples fixed by high-pressure freezing uniquely enables high resolution cryo-volume Electron Microscope (cvEM) images of cell ultrastructure to be obtained from whole cells and complex tissues in their near native state. As the freezing process also preserves fluorescence, the link between three-dimensional (3D) ultrastructure and biological process is also enabled by targeted cryo-Correlative Light and Electron Microscopy (CLEM). However, the overall viability of cvEM is challenged by sample preparation, charge balance during imaging, sample sensitivity to beam damage, contamination, and very long acquisition times. Here we detail new experimental workflows to significantly reduce each of these effects and demonstrate the improvement in resolution possible with results from the nematode Caenorhabditis elegans and the ciliated protozoon Paramecium bursaria containing many endosymbiotic algae. These results demonstrate the versatility and potential wide-ranging utility of cvEM for 3D ultrastructural imaging of whole multicellular and unicellular organisms.

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Handling difficult cryo-ET samples: A study with primary neurons from Drosophila melanogaster

Kim, J. Y.; Yang, J. E.; Mitchell, J. W.; English, L. A.; Yang, S. Z.; Tenpas, T.; Dent, E. W.; Wildonger, J.; Wright, E. R.

2023-07-11 biophysics 10.1101/2023.07.10.548468 medRxiv
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Cellular neurobiology has benefited from recent advances in the field of cryo-electron tomography (cryo-ET). Numerous structural and ultrastructural insights have been obtained from plunge-frozen primary neurons cultured on electron microscopy grids. With most primary neurons been derived from rodent sources, we sought to expand the breadth of sample availability by using primary neurons derived from 3rd instar Drosophila melanogaster larval brains. Ultrastructural abnormalities were encountered while establishing this model system for cryo-ET, which were exemplified by excessive membrane blebbing and cellular fragmentation. To optimize neuronal samples, we integrated substrate selection, micropatterning, montage data collection, and chemical fixation. Efforts to address difficulties in establishing Drosophila neurons for future cryo-ET studies in cellular neurobiology also provided insights that future practitioners can use when attempting to establish other cell-based model systems.

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Optimization of adhesion for high throughput cryo-electron tomography of vitreous sections

Taiki, F.; Gnaegi, H.; Eltsov, M.; Leforestier, A.

2025-10-10 biophysics 10.1101/2025.10.09.681450 medRxiv
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Cellular cryo electron tomography explores tissue and cells in their unstained flash-frozen native state, revealing in situ the structure of macromolecules together with their local environment and interactions with partners, also known as molecular sociology. To obtain thin samples, cryo-FIB milling is nowadays the most popular method, with impressive successes. The alternative, cryo-ultramicrotomy, is often overlooked on account of poorly reproducible attachment of cryo-sections to their support, resulting in extremely low throughput. We optimized the workflow, focusing on section adhesion and their support grids. We thus increased vitreous sections cryo electron tomography throughput to equal that of thin film, with typically several tens to hundreds of cryo-tomograms per sample. This open the way to new advances in cellular cryo electron tomography, as the method is devoid of beam damage, can provide large surfaces and serial sections of any type of sample from cells to tissues. In addition, section thickness can be tuned down to 30-50 nm, which may be an advantage for imaging small molecular complexes, such as DNA and nucleosomes.

5
Continuity of Mitochondrial Budding: Insights from BS-C-1 Cells by in-situ Cryo-Electron Tomography

Hu, J. Z.; Qiao, L.; Zhao, X.; Liu, C.-J.; Hu, G.

2023-11-13 biophysics 10.1101/2023.11.10.566563 medRxiv
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Mitochondrial division is a fundamental biological process that is crucial to cellular functionality and vitality. The prevailing hypothesis of Drp1 regulation with the involvement of ER and cytoskeleton does not account for all the observations. Following up our previous study in HeLa cells which led to the new hypothesis of mitochondrial division by budding, we employed in-situ Cryo-Electron Tomography (Cryo-ET) to visualize mitochondrial budding in intact healthy monkey kidney cells (BS-C-1 cells). Our findings reaffirm single and multiple mitochondrial budding, supporting the new hypothesis. Notably, the budding regions vary significantly in diameter and length, which may represent different stages of budding. More interestingly, no rings, or ring-like structures, or ER wrapping is presented in the budding regions suggesting mitochondrial budding is independent from Drp1 and ER. Meanwhile, we uncovered direct interactions between mitochondria and large vesicles, distinct from small mitochondrial-derived vesicles and extracellular mitovesicles. We propose these interacting vesicles may have mitochondrial origins.

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3dcon: tomogram denoising by deconvolution

Kirchweger, P.; Melnikovsky, L.; Seifer, S.; Elbaum, M.

2026-06-18 biochemistry 10.64898/2026.06.15.732138 medRxiv
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Cryo-electron tomography is an expanding technology for the study of macromolecules, viruses, and cells. It is often applied to specimens that are too large or heterogeneous for methods based on 2D image averaging such as single particle analysis, e.g., intracellular membranes or organelles. Current practice records a tilt series of projection images in rotation. Reconstruction is normally an ill-posed mathematical problem. Particularly for the under-determined case of sparse data, discrete tilt angles, and a limited tilt range, characteristic artifacts appear in the reconstructed slices. Much of what appears as noise is in fact structural: the projection of contrast from different planes. Various schemes are employed to regularize the reconstruction, including machine-learning frameworks built on neural networks. To the extent that the noise is structural, it might be suppressed by deconvolution with a suitable kernel. This was demonstrated and has been used regularly in cryo-STEM tomography of thick specimens where the under-sampling problem is particularly acute. Here we present 3dcon as an open-source extension of the entropy-regularized deconvolution algorithm that had been adopted from fluorescence microscopy. It takes advantage of modern computing hardware for convenient and fast processing. Deconvolution is entirely algorithmic, meaning that successful processing of the data does not depend on the data itself. As such it should be robust in a wide variety of applications.

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Optimized data acquisition workflow by sample thickness determination

Rheinberger, J.; Oostergetel, G.; Resch, G. P.; Paulino, C.

2020-12-01 biophysics 10.1101/2020.12.01.392100 medRxiv
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Sample thickness is a known key parameter in cryo-electron microscopy (cryo-EM) and can affect the amount of high-resolution information retained in the image. Yet, common data acquisition approaches in single particle cryo-EM do not take it into account. Here, we demonstrate how the sample thickness can be determined before data acquisition, allowing to identify optimal regions and restrict automated data collection to images with preserved high-resolution details. This quality over quantity approach, almost entirely eliminates the time- and storage-consuming collection of suboptimal images, which are discarded after a recorded session or during early image processing due to lack of high-resolution information. It maximizes data collection efficiency and lowers the electron microscopy time required per dataset. This strategy is especially useful, if the speed of data collection is restricted by the microscope hardware and software, or if microscope access time, data transfer, data storage and computational power are a bottleneck. SynopsisSample thickness is a key parameter in single particle cryo-electron microscopy. Determining sample thickness before data acquisition allows to target optimal areas and maximize data output quality of single particle cryo-electron microscopy sessions. Scripts and optimized workflows for EPU and SerialEM are presented and available as open-source.

8
Near-atomic resolution reconstructions from in situ revitrified cryo samples

Bongiovanni, G.; Harder, O. F.; Voss, J. M.; Drabbels, M.; Lorenz, U. J.

2023-02-20 biochemistry 10.1101/2023.02.20.529238 medRxiv
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We have recently introduced a microsecond time-resolved version of cryo-electron microscopy (cryo-EM) to enable the observation of the fast conformational motions of proteins. Our technique involves locally melting a cryo sample with a laser beam to allow the proteins to undergo dynamics in liquid phase. When the laser is switched off, the sample cools within just a few microseconds and revitrifies, trapping particles in their transient configurations, in which they can subsequently be imaged. We have previously described two alternative implementations of the technique, using either an optical microscope or performing revitrification experiments in situ. Here, we show that it is possible to obtain near-atomic resolution reconstructions from in situ revitrified cryo samples. Moreover, the resulting map is indistinguishable from that obtained from a conventional sample within our spatial resolution. Interestingly, we observe that revitrification leads to a more homogeneous angular distribution of the particles, suggesting that revitrification may potentially be used to overcome issues of preferred particle orientation. SynopsisNear-atomic resolution reconstructions can be obtained from in situ melted and revitrified cryo samples. Revitrification results in a more homogeneous angular distribution.

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Unbend: Correction of local beam-induced sample motion in cryo-EM images using a 3D spline model

Kong, L.; Zottig, X.; Elferich, J.; Grigorieff, N.

2025-09-06 biophysics 10.1101/2025.09.05.674398 medRxiv
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The exposure of frozen biological samples to the high-energy electron beam in a cryo-electron microscope commonly leads to beam-induced sample motion and distortions. Previously, we described Unblur, which is part of our cisTEM software to correct for beam-induced motion based on the alignment of full frames in a movie collected during the beam exposure (Grant et al., 2015). However, Unblur cannot accommodate motion due to more localized sample bending and distortions. Here, we present Unbend, extending Unblur by incorporating local motion correction using a three-dimensional cubic spline model. The 3D spline model is constructed using cubic B-splines along the exposure time axis, and bicubic B-splines within movie frames. Unbend is integrated into our cisTEM software with a new local motion visualization panel within the cisTEM graphical user interface. We processed movie frames from various in-situ sample types, including whole cells, lamellae, and cell lysates, to analyze motion behavior across different specimen types. To quantify the improvement in high-resolution signal, we utilized the 2D template matching method, which operates independently of the motion correction process, to search large ribosomal subunits from the motion-corrected micrographs. Overall, the signal-to-noise ratio of detected particles improved by 3-8% across different samples compared with full-frame aligned micrographs, while the number of detected target particles increased by up to [~]300%. The total and Von Mises equivalent strain shows a deformation scale of less than 1% in most of the samples, confirming that our model induces minimal additional distortion. Furthermore, we processed micrograph montages to study motion patterns across an entire sample, revealing considerable variance in distortion scale within the same sample, suggesting a complex underlying mechanism.

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HPM Live μ for full CLEM workflow

Heiligenstein, X.; de Beer, M.; Heiligenstein, J.; Eyraud, F.; Manet, L.; Schmitt, F.; Lamers, E.; Lindenau, J.; Kea-te Lindert, M.; Salamero, J.; Raposo, G.; sommerdijk, N.; Belle, M.; Akiva, A.

2020-10-21 biophysics 10.1101/2020.09.03.281956 medRxiv
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With the development of advanced imaging methods that took place in the last decade, the spatial correlation of microscopic and spectroscopic information - known as multimodal imaging or correlative microscopy (CM) - has become a broadly applied technique to explore biological and biomedical materials at different length scales. Among the many different combinations of techniques, Correlative Light and Electron Microscopy (CLEM) has become the flagship of this revolution. Where light (mainly fluorescence) microscopy can be used directly for the live imaging of cells and tissues, for almost all applications, electron microscopy (EM) requires fixation of the biological materials. Although sample preparation for EM is traditionally done by chemical fixation and embedding in a resin, rapid cryogenic fixation (vitrification) has become a popular way to avoid the formation of artefacts related to the chemical fixation/embedding procedures. During vitrification, the water in the sample transforms into an amorphous ice, keeping the ultrastructure of the biological sample as close as possible to the native state. One immediate benefit of this cryo-arrest is the preservation of protein fluorescence, allowing multi-step multi-modal imaging techniques for CLEM. To further explore the potential of cryo-fixation, we developed a high-pressure freezing (HPF) system that allows vitrification under different environmental parameters and applied it in different CLEM workflows. In this chapter, we introduce our novel HPF live instrument with a focus on its coupling to a light microscope. We elaborate on the optimization of sample preservation and the time needed to capture a biological event, going from live imaging to cryo-arrest using HPF. We will address the adaptation of HPF to novel correlation workflows related to the forthcoming transition from imaging 2D (cell monolayers) to imaging 3D samples (tissue) and the associated importance of homogeneous deep vitrification. Lastly, we will discuss the potential of our HPM within CLEM protocols especially for correlating live imaging using the Zeiss LSM900 with electron microscopy.

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Interleaved multi-magnification cryo-electron tomography bridges cellular and structural biology

Watson, H.; Garcia-Giner, V.; Eisenstein, F.; Grange, M.

2026-04-23 biochemistry 10.64898/2026.04.21.719848 medRxiv
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Cryo-electron tomography (cryo-ET) enables in situ structural analysis of macromolecular complexes within native cellular environments. However, the limited field of view required for high-resolution structure determination necessarily restricts a wider assessment of the broader cellular context. We present a multi-magnification cryo-ET acquisition strategy that integrates low- and high-magnification information from coincident sample regions during the same tilt-series. By interleaving acquisition of the magnifications at each tilt angle, this strategy enables simultaneous collection of large field-of-view, low-resolution tomograms and high-resolution, small field-of-view tomograms while minimising the impact of the increased electron dose. We demonstrate that we can capture cellular organisation across tens of microns, while still enabling subtomogram averaging to resolutions below 4 [A]. This integrated acquisition framework establishes a practical route to multi-scale cryo-ET, bridging molecular and cellular scales for more comprehensive biological insight.

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A robust workflow for 3D imaging of human mitochondria using cryo-electron tomography

Iragavarapu, A. G.; Artemchuk, O.; Bobe, D.; Ratliff, A.; Pavlov, E.; Aydin, H.

2026-04-17 biophysics 10.64898/2026.04.16.717704 medRxiv
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Mitochondria are dynamic signaling organelles that transduce metabolic and biochemical cues to facilitate cellular adaptation. Their complex structure and dynamics are essential for integrating metabolic pathways, responding to stressors, and communicating inter- and intra-cellular signals. While optimal mitochondrial activity is frequently linked to cellular and organismal health--influencing processes ranging from metabolism and regulated cell death to differentiation and growth--the mechanistic links between mitochondrial dysfunction and cellular defects leading to human disease remain incompletely understood. Understanding how mitochondrial shape and function are linked is crucial for deciphering the regulatory mechanisms of cell survival and fate. Here, we present a molecular resolution cryo-electron tomography (cryo-ET) imaging and image analysis platform to investigate the structure of isolated human mitochondria under different conditions. We describe optimized protocols for isolating mitochondria from human cells, vitrifying these samples with high-pressure freezing (HPF) using the waffle method, cryo-focused ion beam (cryo-FIB) milling to generate thin sections (lamellae), and imaging with cryo-transmission electron microscopy (cryo-TEM). This is complemented by a robust downstream processing pipeline for tilt-series alignment, tomogram reconstruction, and three-dimensional (3D) segmentation of tomograms using the latest state-of-the-art algorithms. With some variations, this versatile workflow is adaptable to other subcellular compartments for structural studies in isolation or within intact cells. Furthermore, our protocols provide a critical foundation for investigating the in-situ structure of protein machineries that govern key cellular processes.

13
The dual Ewald sphere reconstruction for cryoEM

Heymann, B.

2026-06-25 Molecular Biology 10.64898/2026.06.24.734255 medRxiv
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Images in the electron microscope are formed by electron scattering and focusing. The spherical geometry of these processes gives rise to two coherent, conjugate spherical wave fronts, known as Ewald spheres. These spheres are associated with the two halves of the contrast transfer function (CTF), and their widths are determined by the focal gradient through the specimen. To properly correct for the CTF, each half of the CTF must be applied to an image individually and integrated into the reconstruction into the corresponding Ewald sphere. Theory indicates that this dual Ewald sphere reconstruction method should recover the maximal amount of information possible. This method was compared to the other reconstruction methods commonly used: the projection approximation (ignoring the Ewald sphere), the simple insertion and the single sideband methods. In simulated reconstructions the dual Ewald sphere method recovered the most information when the correct half of the CTF is matched to the corresponding Ewald sphere. If the wrong half is matched, the result worse than the projection approximation method. Examining reconstructions from real data indicated that the dual Ewald sphere method performs at least as well as the simple insertion method, but not as good as in simulations. The likely reason is the two-fold ambiguity in the assigned orientations of the particle images, which remains an issue to pursue in further studies. In conclusion, the dual Ewald sphere reconstruction method may offer the best way to calculate very high resolution reconstructions when the micrograph quality warrants it. HighlightsO_LIThe dual Ewald sphere reconstruction corrects for the two halves of the CTF. C_LIO_LIThe signs of the two halves of the CTF must correspond to the focal gradient. C_LIO_LIDetermining the focal gradient for individual particle images remains unresolved. C_LIO_LIComplex reconstructions indicate any real space phases are artifacts. C_LI

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CorRelator: An interactive and flexible toolkit for high-precision cryo-correlative light and electron microscopy

Yang, J. E.; Larson, M. R.; Sibert, B. S.; Shrum, S.; Wright, E. R.

2020-08-06 biophysics 10.1101/2020.08.06.240481 medRxiv
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Cryo-correlative light and electron microscopy (CLEM) is a technique that uses the spatiotemporal cues from fluorescence light microscopy (FLM) to investigate the high-resolution ultrastructure of biological samples by cryo-electron microscopy (cryo-EM). Cryo-CLEM provides advantages for identifying and distinguishing fluorescently labeled proteins, macromolecular complexes, and organelles from the cellular environment. Challenges remain on how correlation workflows and software tools are implemented on different microscope platforms to support microscopy-driven structural studies. Here, we present an open-source desktop application tool, CorRelator, to bridge between cryo-FLM and cryo-EM/ET data collection instruments. CorRelator was designed to be flexible for both on-the-fly and post-acquisition correlation schemes. The CorRelator workflow is easily adapted to any fluorescence and transmission electron microscope (TEM) system configuration. CorRelator was benchmarked under cryogenic and ambient temperature conditions using several FLM and TEM instruments, demonstrating that CorRelator is a rapid and efficient application for image and position registration in CLEM studies. CorRelator is a cross-platform software featuring an intuitive Graphical User Interface (GUI) that guides the user through the correlation process. CorRelator source code is available at: https://github.com/wright-cemrc-projects/corr.

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Sampling Mismatch and Correction for Ptychographic Single-Particle Analysis

Li, T.; Li, S.; Yan, Z.; Shen, Y.; Li, X.

2026-02-22 biophysics 10.64898/2026.02.21.707235 medRxiv
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Ptychographic single-particle analysis (SPA) is a promising technique for high-resolution biological imaging but is still limited by sub-nanometer resolution. In this study, we identified and investigated a critical issue termed sampling mismatch in ptychography that is caused by inaccuracies in the scanning step size and the pixel size of convergent beam electron diffraction (CBED) images. This mismatch induces pixel-size deviations in the reconstructed micrographs and modulates information transfer through a mismatch-induced modulation function (MIMF), which is characterized by phase reversals at specific spatial frequencies of the micrographs. These phase reversals, which vary with the defocus, cause destructive interference when merging micrographs, fundamentally limiting the resolution of SPA. We proposed a correction strategy and demonstrated, on the T. Acidophilum 20S proteasome and apoferritin datasets, that correcting sampling parameters eliminates signal distortions and improves resolution for [~]1.5 [A]. These findings underscore the necessity for the precise control and calibration of the scanning system to achieve high-resolution ptychographic SPA.

16
High-throughput phenomics of global ant biodiversity

Katzke, J.; Hita Garcia, F.; Loesel, P. D.; Azuma, F.; Farago, T.; Aibekova, L.; Casadei-Ferreira, A.; Gautam, S.; Richter, A.; Toulkeridou, E.; Bremer, S.; Hamann, E.; Hein, J.; Odar, J.; Sarkar, C.; Zuber, M.; Boomsma, J. J.; Feitosa, R. M.; Schrader, L.; Zhang, G.; Csosz, S.; Dong, M.; Evangelista, O.; Fischer, G.; Fisher, B. L.; Florez-Fernandez, J. A.; The GAGA Consortium, ; Garcia, F.; Gomez, K.; Grasso, D. A.; De Greef, S.; Guenard, B.; Hawkes, P. G.; Johnson, R. A.; Keller, R. A.; Larsen, R. S.; Linksvayer, T. A.; Liu, C.; Matte, A.; Ogasawara, M.; Ran, H.; Rodriguez, J.; Schifani, E.

2025-11-29 zoology 10.1101/2025.11.29.689474 medRxiv
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The big data era in biology is underway, but the study of organismal form has been slow to capitalize on advances in imaging and computation. Modern imaging can digitize whole organisms, but low throughput has limited the effort to document morphological diversity. Within the open science initiative Antscan, we applied high-throughput synchrotron X-ray microtomography to capture phenotypes across a diverse and ecologically dominant insect group -- ants. We provide 2193 whole-body 3D ant datasets from 792 species to broadly cover the ant phylogeny with a global scope, also pairing phenomic data with genome sequencing projects. Scans acquired with standardized parameters facilitate automated analysis and free access to data can broaden the audience and incentivize methods development. Antscan presents a scalable approach to create libraries of diverse anatomies, heralding a new era of studies on the evolution, structure, and function of organismal phenotypes.

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In situ structural analysis of mammalian cells using a 200 kV electron cryomicroscope: implications for research infrastructure.

Szwedziak, P.

2024-12-11 biophysics 10.1101/2024.12.06.627167 medRxiv
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BackgroundElectron cryotomography is a powerful imaging technique allowing for studying functional cellular modules in their native environment with macromolecular resolution. However, it requires access to complex and expensive instrumentation, typically a 300 kV electron cryomicroscope equipped with an energy filter. Simpler and cheaper 200 and 100 kV instruments have been successfully used for single particle cryoEM analyses, which has helped to democratize the technique and broaden access. It has not been systematically studied if 200 kV electron cryomicroscopes can deliver meaningful and interpretable data with respect to electron cryotomography applications. MethodsHere, we set out to investigate if a 200 kV electron cryomicroscope without an energy filter can be utilized for in situ structural studies of mammalian cells by electron cryotomography of thin cell edges followed by extensive image analysis including segmentations, subtomogram averaging and molecular sociology studies of lipid droplets. ResultsWe demonstrate that the resulting tomograms of thin edges of U2OS cells are of sufficient quality to annotate the contents of the cell and observe spatial inter-relationships among macromolecules. In particular, we undertook a molecular sociology analysis of lipid droplets and addressed their subcellular distribution and interactions with other organelles. Additionally, we performed subtomogram averaging of purified 70S ribosomes that resulted in [~]15 [A] resolution 3D reconstruction. Finally, we examined geographical distribution and scientific output of the two most common electron cryomicroscopy platforms and deduced that 200 kV instruments are heavily underutilized with respect to electron cryotomography applications. DiscussionThis study demonstrates that 200 kV electron cryomicroscopes can be utilized for structural cell biology studies by electron cryotomography. Given the favorable ratio of their versatility versus costs we foresee that 200 kV electron cryomicroscopes will become workhorses of local electron cryomicroscopy facilities.

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An integrated workflow for structural virology with a 100 keV electron microscope

Pathirage, R.; Dutta, M.; Parsons, R. J.; Lella, M.; Atwood, E.; Zhang, Q. E.; May, A.; Johnson, A.; Huang, X.; Flemming, J.; Kumar, U.; Marayati, B. F.; Spurrier, M. A.; Liu, C.; Zhuo, J.; Song, K.; Devkota Adhikari, R.; Sammour, S.; Ilevbare, V.; Abram, C.; Diaz, M.; Guzman, A.; Rai, J.; Skelly, A. N.; Hogarty, M. P.; Anasti, K.; Purro, M.; Lindsay, M.; Alam, S. M.; Weissman, D.; Herschhorn, A.; Hahn, B. H.; Shaw, G. M.; Sharma, A.; Heaton, N. S.; Edwards, R. J.; Henderson, R.; Denny, T.; Saunders, K. O.; Siliciano, J. D.; Siliciano, R. F.; Haynes, B. F.; Janowska, K.; Acharya, P.

2025-12-10 biochemistry 10.64898/2025.12.08.693081 medRxiv
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Cryo-EM has revolutionized structural biology, especially for flexible and heterogeneous samples, although access to high end microscopes that enable these studies remains a bottleneck. While 300 keV microscopes have been the go-to for high-resolution structural determination, they are expensive and restricted to institutional and national facilities needing specialized expertise, with access falling far short of the demand. Here, we present the user-managed operation of a cheaper 100 keV electron microscope within a structural biology laboratory enabling close integration with protein production, biochemical and biophysical studies. We provide details and considerations for the installation of the microscope, its day-to-day maintenance, and operations. Using virus surface glycoproteins as case studies, we illustrate the workflow from grid screening, data collection, and data processing, and provide examples of data quality. This user-administered setup provides a training platform for researchers at all levels, with beginners in cryo-EM achieving proficiency to independently operate the microscope within a month of regular use and training. We have demonstrated routine high-quality low-resolution reconstructions using a Ceta CMOS camera and high-resolution reconstructions enabling building of atomic models using a Falcon C direct detector. While there are several examples of facilities that manage cryo-EM and individual laboratories leveraging cryo-EM, we provide here the first demonstration of a modern group independently doing both successfully, something that has been talked about frequently but rarely seen.

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Batch-Mask: An automated Mask R-CNN workflow to isolate non-standard biological specimens for color pattern analysis

Curlis, J. D.; Renney, T. J.; Davis Rabosky, A. R.; Moore, T. Y.

2021-11-14 zoology 10.1101/2021.11.12.468394 medRxiv
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O_LIEfficient comparisons of biological color patterns are critical for understanding the mechanisms by which organisms evolve in ecosystems, including sexual selection, predator-prey interactions, and thermoregulation. However, elongate or spiral-shaped organisms do not conform to the standard orientation and photographic techniques required for automated analysis. Currently, large-scale color analysis of elongate animals requires time-consuming manual landmarking, which reduces their representation in coloration research despite their ecological importance. C_LIO_LIWe present Batch-Mask: an automated and customizable workflow to facilitate the analysis of large photographic data sets of non-standard biological subjects. First, we present a user guide to run an open-source region-based convolutional neural network with fine-tuned weights for identifying and isolating a biological subject from a background (masking). Then, we demonstrate how to combine masking with existing manual visual analysis tools into a single streamlined, automated workflow for comparing color patterns across images. C_LIO_LIBatch-Mask was 60x faster than manual landmarking, produced masks that correctly identified 96% of all snake pixels, and produced pattern energy results that were not significantly different from the manually landmarked data set. C_LIO_LIThe fine-tuned weights for the masking neural network, user guide, and automated workflow substantially decrease the amount of time and attention required to quantitatively analyze non-standard biological subjects. By using these tools, biologists will be able to compare color, pattern, and shape differences in large data sets that include significant morphological variation in elongate body forms. This advance will be especially valuable for comparative analyses of natural history collections, and through automation can greatly expand the scale of space, time, or taxonomic breadth across which color variation can be quantitatively examined. C_LI

20
Cryoprotectants-assisted plunge freezing of thick brain tissue specimens for targeted physiologically relevant cryo-imaging in situ

Weier, A.; Perez, L.; Gao, F.; Morgan, E. T.; Liu, P.; Mounteer, I. C.; Morgan, G. P.; Shi, Q.; Vigil, F. A.; Joubert, L.-M.; Hoenger, A.; Stowell, M. H. B.; Klykov, O.

2025-10-11 biophysics 10.1101/2025.10.09.681493 medRxiv
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In situ cryoET (cryoelectron tomography) and cryo-FIB/SEM (cryo-focused ion beam/scanning electron microscopy) volume-EM (electron microscopy) imaging provide spatiotemporal snapshots of biological systems in their near-native aqueous environment. Freezing and subsequent thinning of thick biological specimens prior to cryo-imaging is a time-consuming and challenging task that requires state-of-art methodology. As a result, cryo-imaging reports obtained from non-trivial specimens including mammalian brain tissues are scarce and their physiological relevance remains to be determined. Here, we benchmarked plunge freezing with a variety of cryoprotectants that allow for mouse brain tissue vitrification of up to about 100 microns thick and across several brain regions while keeping the tissue functional. By utilizing the knock-in (KI) mouse model with fluorescent astrocytes we have performed targeted cryo-FIB/SEM volume-EM imaging as well as targeted high-resolution cryoET imaging. Prior to cryoET, we have successfully generated lamellae in a semi-automated fashion on both LMIS (liquid metal ion source)- and plasma-based cryo-FIB/SEM instrumentation thus expanding applicability of our pipeline. We visualized the NVU (neurovascular unit) and astrocytes processes and validated the physiological relevance of our outputs based on the morphology of the corresponding cellular and subcellular features. The pipeline utilizes common vitrification setups and can be potentially extended toward alternative tissue specimens. Ultimately, we expect our approach to become an important step towards democratization of physiologically relevant in situ cryo-imaging studies.