Journal of structural biology最新文献

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Tooth acellular extrinsic fibre cementum incremental lines in humans are formed by parallel branched Sharpey’s fibres and not by its mineral phase 人类牙齿的细胞外纤维骨水泥增量线是由平行分枝的沙佩氏纤维形成的,而不是由其矿物相形成的。
IF 3 3区 生物学
Journal of structural biology Pub Date : 2024-03-11 DOI: 10.1016/j.jsb.2024.108084
Lourdes R. Couoh , Lauro Bucio , José Luis Ruvalcaba , Britta Manoel , Tengteng Tang , Aurélien Gourrier , Kathryn Grandfield
{"title":"Tooth acellular extrinsic fibre cementum incremental lines in humans are formed by parallel branched Sharpey’s fibres and not by its mineral phase","authors":"Lourdes R. Couoh ,&nbsp;Lauro Bucio ,&nbsp;José Luis Ruvalcaba ,&nbsp;Britta Manoel ,&nbsp;Tengteng Tang ,&nbsp;Aurélien Gourrier ,&nbsp;Kathryn Grandfield","doi":"10.1016/j.jsb.2024.108084","DOIUrl":"10.1016/j.jsb.2024.108084","url":null,"abstract":"<div><p>In humans, the growth pattern of the acellular extrinsic fibre cementum (AEFC) has been useful to estimate the age-at-death. However, the structural organization behind such a pattern remains poorly understood. In this study tooth cementum from seven individuals from a Mexican modern skeletal series were analyzed with the aim of unveiling the AEFC collagenous and mineral structure using multimodal imaging approaches. The organization of collagen fibres was first determined using: light microscopy, transmission electron microscopy (TEM), electron tomography, and plasma FIB scanning electron microscopy (PFIB-SEM) tomography. The mineral properties were then investigated using: synchrotron small-angle X-ray scattering (SAXS) for <em>T</em>-parameter (correlation length between mineral particles); synchrotron X-ray diffraction (XRD) for <em>L</em>-parameter (mineral crystalline domain size estimation), alignment parameter (crystals preferred orientation) and lattice parameters <em>a</em> and <em>c</em>; as well as synchrotron X-ray fluorescence for spatial distribution of calcium, phosphorus and zinc. Results show that Sharpey’s fibres branched out fibres that cover and uncover other collagen bundles forming aligned arched structures that are joined by these same fibres but in a parallel fashion. The parallel fibres are not set as a continuum on the same plane and when they are superimposed project the AEFC incremental lines due to the collagen birefringence. The orientation of the apatite crystallites is subject to the arrangement of the collagen fibres, and the obtained parameter values along with the elemental distribution maps, revealed this mineral tissue as relatively homogeneous. Therefore, no intrinsic characteristics of the mineral phase could be associated with the alternating AEFC incremental pattern.</p></div>","PeriodicalId":17074,"journal":{"name":"Journal of structural biology","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1047847724000248/pdfft?md5=c1309a961c2032bcfd5f02aeb90fc4f0&pid=1-s2.0-S1047847724000248-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140119861","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of Xylanase A double mutation on substrate specificity and structural dynamics 木聚糖酶 A 双突变对底物特异性和结构动态的影响
IF 3 3区 生物学
Journal of structural biology Pub Date : 2024-03-02 DOI: 10.1016/j.jsb.2024.108082
Meagan E. MacDonald , Nicholas G.M. Wells , Bakar A. Hassan , Joshua A. Dudley , Kylie J. Walters , Dmitry M. Korzhnev , James M. Aramini , Colin A. Smith
{"title":"Effects of Xylanase A double mutation on substrate specificity and structural dynamics","authors":"Meagan E. MacDonald ,&nbsp;Nicholas G.M. Wells ,&nbsp;Bakar A. Hassan ,&nbsp;Joshua A. Dudley ,&nbsp;Kylie J. Walters ,&nbsp;Dmitry M. Korzhnev ,&nbsp;James M. Aramini ,&nbsp;Colin A. Smith","doi":"10.1016/j.jsb.2024.108082","DOIUrl":"10.1016/j.jsb.2024.108082","url":null,"abstract":"<div><p>While protein activity is traditionally studied with a major focus on the active site, the activity of enzymes has been hypothesized to be linked to the flexibility of adjacent regions, warranting more exploration into how the dynamics in these regions affects catalytic turnover. One such enzyme is Xylanase A (XylA), which cleaves hemicellulose xylan polymers by hydrolysis at internal β-1,4-xylosidic linkages. It contains a “thumb” region whose flexibility has been suggested to affect the activity. The double mutation D11F/R122D was previously found to affect activity and potentially bias the thumb region to a more open conformation. We find that the D11F/R122D double mutation shows substrate-dependent effects, increasing activity on the non-native substrate ONPX2 but decreasing activity on its native xylan substrate. To characterize how the double mutant causes these kinetics changes, nuclear magnetic resonance (NMR) and molecular dynamics (MD) simulations were used to probe structural and flexibility changes. NMR chemical shift perturbations revealed structural changes in the double mutant relative to the wild-type, specifically in the thumb and fingers regions. Increased slow-timescale dynamics in the fingers region was observed as intermediate-exchange line broadening. Lipari-Szabo order parameters show negligible changes in flexibility in the thumb region in the presence of the double mutation. To help understand if there is increased energetic accessibility to the open state upon mutation, alchemical free energy simulations were employed that indicated thumb opening is more favorable in the double mutant. These studies aid in further characterizing how flexibility in adjacent regions affects the function of XylA.</p></div>","PeriodicalId":17074,"journal":{"name":"Journal of structural biology","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140028306","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep generative priors for biomolecular 3D heterogeneous reconstruction from cryo-EM projections 根据低温电子显微镜投影进行生物分子三维异质重建的深度生成先验。
IF 3 3区 生物学
Journal of structural biology Pub Date : 2024-03-02 DOI: 10.1016/j.jsb.2024.108073
Bin Shi , Kevin Zhang , David J. Fleet , Robert A. McLeod , R.J. Dwayne Miller , Jane Y. Howe
{"title":"Deep generative priors for biomolecular 3D heterogeneous reconstruction from cryo-EM projections","authors":"Bin Shi ,&nbsp;Kevin Zhang ,&nbsp;David J. Fleet ,&nbsp;Robert A. McLeod ,&nbsp;R.J. Dwayne Miller ,&nbsp;Jane Y. Howe","doi":"10.1016/j.jsb.2024.108073","DOIUrl":"10.1016/j.jsb.2024.108073","url":null,"abstract":"<div><p>Cryo-electron microscopy has become a powerful tool to determine three-dimensional (3D) structures of rigid biological macromolecules from noisy micrographs with single-particle reconstruction. Recently, deep neural networks, e.g., CryoDRGN, have demonstrated conformational and compositional heterogeneity of complexes. However, the lack of ground-truth conformations poses a challenge to assess the performance of heterogeneity analysis methods. In this work, variational autoencoders (VAE) with three types of deep generative priors were learned for latent variable inference and heterogeneous 3D reconstruction via Bayesian inference. More specifically, VAEs with “Variational Mixture of Posteriors” priors (VampPrior-SPR), non-parametric exemplar-based priors (ExemplarPrior-SPR) and priors from latent score-based generative models (LSGM-SPR) were quantitatively compared with CryoDRGN. We built four simulated datasets composed of hypothetical continuous conformation or discrete states of the hERG K + channel. Empirical and quantitative comparisons of inferred latent representations were performed with affine-transformation-based metrics. These models with more informative priors gave better regularized, interpretable factorized latent representations with better conserved pairwise distances, less deformed latent distributions and lower within-cluster variances. They were also tested on experimental datasets to resolve compositional and conformational heterogeneity (50S ribosome assembly, cowpea chlorotic mottle virus, and pre-catalytic spliceosome) with comparable high resolution. Codes and data are available: https://github.com/benjamin3344/DGP-SPR.</p></div>","PeriodicalId":17074,"journal":{"name":"Journal of structural biology","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1047847724000133/pdfft?md5=3206ac69857bd12de4ee871dac621d47&pid=1-s2.0-S1047847724000133-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140022084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tropomyosin induces the synthesis of magnesian calcite in sea urchin spines 从海胆棘突中确定的肌球蛋白合成含镁方解石的过程。
IF 3 3区 生物学
Journal of structural biology Pub Date : 2024-03-01 DOI: 10.1016/j.jsb.2024.108074
Yugo Kato , Woosuk Ha , Zehua Zheng , Lumi Negishi , Jun Kawano , Yoshihisa Kurita , Hitoshi Kurumizaka , Michio Suzuki
{"title":"Tropomyosin induces the synthesis of magnesian calcite in sea urchin spines","authors":"Yugo Kato ,&nbsp;Woosuk Ha ,&nbsp;Zehua Zheng ,&nbsp;Lumi Negishi ,&nbsp;Jun Kawano ,&nbsp;Yoshihisa Kurita ,&nbsp;Hitoshi Kurumizaka ,&nbsp;Michio Suzuki","doi":"10.1016/j.jsb.2024.108074","DOIUrl":"10.1016/j.jsb.2024.108074","url":null,"abstract":"<div><p>Calcium carbonate is present in many biominerals, including in the exoskeletons of crustaceans and shells of mollusks. High Mg-containing calcium carbonate was synthesized by high temperatures, high pressures or high molecular organic matter. For example, biogenic high Mg-containing calcite is synthesized under strictly controlled Mg concentration at ambient temperature and pressure. The spines of sea urchins consist of calcite, which contain a high percentage of magnesium. In this study, we investigated the factors that increase the magnesium content in calcite from the spines of the sea urchin, <em>Heliocidaris crassispina</em>. X-ray diffraction and inductively coupled plasma mass spectrometry analyses showed that sea urchin spines contain about 4.8% Mg. The organic matrix extracted from the <em>H. crassispina</em> spines induced the crystallization of amorphous phase and synthesis of magnesium-containing calcite, while amorphous was synthesized without SUE (sea urchin extract). In addition, aragonite was synthesized by SUE treated with protease-K. HC tropomyosin was specifically incorporated into Mg precipitates. Recombinant HC-tropomyosin induced calcite contained 0.1–2.5% Mg synthesis. Western blotting of sea urchin spine extracts confirmed that HC tropomyosin was present in the purple sea urchin spines at a protein weight ratio of 1.5%. These results show that HC tropomyosin is one factor that increases the magnesium concentration in the calcite of <em>H</em>. <em>crassispina</em> spines.</p></div>","PeriodicalId":17074,"journal":{"name":"Journal of structural biology","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140021985","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Miffi: Improving the accuracy of CNN-based cryo-EM micrograph filtering with fine-tuning and Fourier space information Miffi:利用微调和傅立叶空间信息提高基于 CNN 的低温电子显微图像过滤精度
IF 3 3区 生物学
Journal of structural biology Pub Date : 2024-02-29 DOI: 10.1016/j.jsb.2024.108072
Da Xu, Nozomi Ando
{"title":"Miffi: Improving the accuracy of CNN-based cryo-EM micrograph filtering with fine-tuning and Fourier space information","authors":"Da Xu,&nbsp;Nozomi Ando","doi":"10.1016/j.jsb.2024.108072","DOIUrl":"10.1016/j.jsb.2024.108072","url":null,"abstract":"<div><p>Efficient and high-accuracy filtering of cryo-electron microscopy (cryo-EM) micrographs is an emerging challenge with the growing speed of data collection and sizes of datasets. Convolutional neural networks (CNNs) are machine learning models that have been proven successful in many computer vision tasks, and have been previously applied to cryo-EM micrograph filtering. In this work, we demonstrate that two strategies, fine-tuning models from pretrained weights and including the power spectrum of micrographs as input, can greatly improve the attainable prediction accuracy of CNN models. The resulting software package, Miffi, is open-source and freely available for public use (<span>https://github.com/ando-lab/miffi</span><svg><path></path></svg>).</p></div>","PeriodicalId":17074,"journal":{"name":"Journal of structural biology","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140021986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comprehensive structural overview of the C-terminal ligand-binding domains of the TetR family regulators TetR 家族调控因子 C 端配体结合域的全面结构概述。
IF 3 3区 生物学
Journal of structural biology Pub Date : 2024-02-22 DOI: 10.1016/j.jsb.2024.108071
Jakub Filipek , Katarzyna Chalaskiewicz , Aleksandra Kosmider , Maciej Nielipinski , Agnieszka Michalak , Maria Bednarkiewicz , Mieszko Goslawski-Zeligowski , Filip Prucnal , Bartosz Sekula , Agnieszka J. Pietrzyk-Brzezinska
{"title":"Comprehensive structural overview of the C-terminal ligand-binding domains of the TetR family regulators","authors":"Jakub Filipek ,&nbsp;Katarzyna Chalaskiewicz ,&nbsp;Aleksandra Kosmider ,&nbsp;Maciej Nielipinski ,&nbsp;Agnieszka Michalak ,&nbsp;Maria Bednarkiewicz ,&nbsp;Mieszko Goslawski-Zeligowski ,&nbsp;Filip Prucnal ,&nbsp;Bartosz Sekula ,&nbsp;Agnieszka J. Pietrzyk-Brzezinska","doi":"10.1016/j.jsb.2024.108071","DOIUrl":"10.1016/j.jsb.2024.108071","url":null,"abstract":"<div><p>TetR family regulators (TFRs) represent a large group of one-component bacterial signal transduction systems which recognize environmental signals, like the presence of antibiotics or other bactericidal compounds, and trigger the cell response by regulating the expression of genes that secure bacterial survival in harsh environmental conditions. TFRs act as homodimers, each protomer is composed of a conserved DNA-binding N-terminal domain (NTD) and a variable ligand-binding C-terminal domain (CTD). Currently, there are about 500 structures of TFRs available in the Protein Data Bank and one-fourth of them represent the structures of TFR-ligand complexes. In this review, we summarized information on the ligands interacting with TFRs and based on structural data, we compared the CTDs of the TFR family members, as well as their ligand-binding cavities. Additionally, we divided the whole TFR family, including more than half of a million sequences, into subfamilies according to calculated multiple sequence alignment and phylogenetic tree. We also highlighted structural elements characteristic of some of the subfamilies. The presented comprehensive overview of the TFR CTDs provides good bases and future directions for further studies on TFRs that are not only important targets for battling multidrug resistance but also good candidates for many biotechnological approaches, like TFR-based biosensors.</p></div>","PeriodicalId":17074,"journal":{"name":"Journal of structural biology","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S104784772400011X/pdfft?md5=7a66a16b64c4f9dc5fdbc218ff7cf207&pid=1-s2.0-S104784772400011X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139944182","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The structural biology of type III CRISPR-Cas systems III 型 CRISPR-Cas 系统的结构生物学。
IF 3 3区 生物学
Journal of structural biology Pub Date : 2024-02-22 DOI: 10.1016/j.jsb.2024.108070
Xuzichao Li , Jie Han , Jie Yang , Heng Zhang
{"title":"The structural biology of type III CRISPR-Cas systems","authors":"Xuzichao Li ,&nbsp;Jie Han ,&nbsp;Jie Yang ,&nbsp;Heng Zhang","doi":"10.1016/j.jsb.2024.108070","DOIUrl":"10.1016/j.jsb.2024.108070","url":null,"abstract":"<div><p>CRISPR-Cas system is an RNA-guided adaptive immune system widespread in bacteria and archaea. Among them, type III CRISPR-Cas systems are the most ancient throughout the CRISPR-Cas family, proving anti-phage defense through a crRNA-guided RNA targeting manner and possessing multiple enzymatic activities. Type III CRISPR-Cas systems comprise four typical members (type III-A to III-D) and two atypical members (type III-E and type III-F), providing immune defense through distinct mechanisms. Here, we delve into structural studies conducted on three well-characterized members: the type III-A, III-B, and III-E systems, provide an overview of the structural insights into the crRNA-guided target RNA cleavage, self/non-self discrimination, and the target RNA-dependent regulation of enzymatic subunits in the effector complex.</p></div>","PeriodicalId":17074,"journal":{"name":"Journal of structural biology","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139940144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Obituary Luis Bachmann 讣告 路易斯-巴赫曼 低温电子显微镜的早期先驱
IF 3 3区 生物学
Journal of structural biology Pub Date : 2024-02-20 DOI: 10.1016/j.jsb.2024.108069
Helmut Plattner, Wolfgang Baumeister
{"title":"Obituary Luis Bachmann","authors":"Helmut Plattner,&nbsp;Wolfgang Baumeister","doi":"10.1016/j.jsb.2024.108069","DOIUrl":"10.1016/j.jsb.2024.108069","url":null,"abstract":"","PeriodicalId":17074,"journal":{"name":"Journal of structural biology","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139922824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ColabSeg: An interactive tool for editing, processing, and visualizing membrane segmentations from cryo-ET data ColabSeg:从低温电子显微镜数据中编辑、处理和可视化膜分割的交互式工具。
IF 3 3区 生物学
Journal of structural biology Pub Date : 2024-02-15 DOI: 10.1016/j.jsb.2024.108067
Marc Siggel , Rasmus K. Jensen , Valentin J. Maurer , Julia Mahamid , Jan Kosinski
{"title":"ColabSeg: An interactive tool for editing, processing, and visualizing membrane segmentations from cryo-ET data","authors":"Marc Siggel ,&nbsp;Rasmus K. Jensen ,&nbsp;Valentin J. Maurer ,&nbsp;Julia Mahamid ,&nbsp;Jan Kosinski","doi":"10.1016/j.jsb.2024.108067","DOIUrl":"10.1016/j.jsb.2024.108067","url":null,"abstract":"<div><p>Cellular cryo-electron tomography (cryo-ET) has emerged as a key method to unravel the spatial and structural complexity of cells in their near-native state at unprecedented molecular resolution. To enable quantitative analysis of the complex shapes and morphologies of lipid membranes, the noisy three-dimensional (3D) volumes must be segmented. Despite recent advances, this task often requires considerable user intervention to curate the resulting segmentations. Here, we present ColabSeg, a Python-based tool for processing, visualizing, editing, and fitting membrane segmentations from cryo-ET data for downstream analysis. ColabSeg makes many well-established algorithms for point-cloud processing easily available to the broad community of structural biologists for applications in cryo-ET through its graphical user interface (GUI). We demonstrate the usefulness of the tool with a range of use cases and biological examples. Finally, for a large <em>Mycoplasma pneumoniae</em> dataset of 50 tomograms, we show how ColabSeg enables high-throughput membrane segmentation, which can be used as valuable training data for fully automated convolutional neural network (CNN)-based segmentation.</p></div>","PeriodicalId":17074,"journal":{"name":"Journal of structural biology","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1047847724000078/pdfft?md5=c9c0c144f4c61f0c5ff3e9147ffe9c17&pid=1-s2.0-S1047847724000078-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139898077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A strategic approach for efficient cryo-EM grid optimization using design of experiments. 利用实验设计优化高效低温电子显微镜网格的战略方法。
IF 3 3区 生物学
Journal of structural biology Pub Date : 2024-02-14 DOI: 10.1016/j.jsb.2024.108068
Rose Marie Haynes, Janette Myers, Claudia S López, James Evans, Omar Davulcu, Craig Yoshioka
{"title":"A strategic approach for efficient cryo-EM grid optimization using design of experiments.","authors":"Rose Marie Haynes, Janette Myers, Claudia S López, James Evans, Omar Davulcu, Craig Yoshioka","doi":"10.1016/j.jsb.2024.108068","DOIUrl":"10.1016/j.jsb.2024.108068","url":null,"abstract":"<p><p>In recent years, cryo-electron microscopy (cryo-EM) has become a practical and effective method of determining structures at previously unattainable resolutions due to advances in detection, automation, and data processing. However, sample preparation remains a major bottleneck in the cryo-EM workflow. Even after the arduous process of biochemical sample optimization, it often takes several iterations of grid vitrification and screening to determine the optimal grid freezing parameters that yield suitable ice thickness and particle distribution for data collection. Since a high-quality sample is imperative for high-resolution structure determination, grid optimization is a vital step. For researchers who rely on cryo-EM facilities for grid screening, each iteration of this optimization process may delay research progress by a matter of months. Therefore, a more strategic and efficient approach should be taken to ensure that the grid optimization process can be completed in as few iterations as possible. Here, we present an implementation of Design of Experiments (DOE) to expedite and strategize the grid optimization process. A Fractional Factorial Design (FFD) guides the determination of a limited set of experimental conditions which can model the full parameter space of interest. Grids are frozen with these conditions and screened for particle distribution and ice thickness. Quantitative scores are assigned to each of these grid characteristics based on a qualitative rubric. Input conditions and response scores are used to generate a least-squares regression model of the parameter space in JMP, which is used to determine the conditions which should, in theory, yield optimal grids. Upon testing this approach on apoferritin and L-glutamate dehydrogenase on both the Vitrobot Mark IV and the Leica GP2 plunge freezers, the resulting grid conditions reliably yielded grids with high-quality ice and particle distribution that were suitable for collecting large overnight datasets on a Krios. We conclude that a DOE-based approach is a cost-effective and time-saving tool for cryo-EM grid preparation.</p>","PeriodicalId":17074,"journal":{"name":"Journal of structural biology","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139746779","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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