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| Open AccessWidespread extracellular electron transfer pathways for charging microbial cytochrome OmcS nanowires via periplasmic cytochromes PpcABCDE
How do cells put electrons to rest? Using a minimal pathway to get rid of excess metabolic electrons, diverse environmentally important microbes overcome large spatial, kinetic, and thermodynamic barriers in order to survive in extreme anoxic conditions.
- Pilar C. Portela
- , Catharine C. Shipps
- & Nikhil S. Malvankar
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Article
| Open AccessCryo-EM structure of cell-free synthesized human histamine 2 receptor/Gs complex in nanodisc environment
The study describes the molecular structure of the human histamine 2 receptor in active conformation and in complex with Gs heterotrimer, synthesized in a cell-free system and co-translationally inserted into preformed nanodiscs.
- Zoe Köck
- , Kilian Schnelle
- & Frank Bernhard
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Article
| Open AccessThe synthetic NLR RGA5HMA5 requires multiple interfaces within and outside the integrated domain for effector recognition
An engineered sensor NLR RGA5HMA5 carrying multiple resurfaced interfaces was generated to confer complete resistance to the rice blast fungus strains expressing the non-corresponding effector AVR-PikD, paving a way to broaden the resistance spectra of NLRs.
- Xin Zhang
- , Yang Liu
- & You-Liang Peng
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Article
| Open AccessEnhancing geometric representations for molecules with equivariant vector-scalar interactive message passing
Utilising geometric information and reducing computational costs are key challenges in the molecular modelling field. Here, authors propose ViSNet, which efficiently extracts geometric features, accurately predicts molecular properties, and drives simulations with interpretability.
- Yusong Wang
- , Tong Wang
- & Tie-Yan Liu
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Article
| Open AccessExtending the toolbox for RNA biology with SegModTeX: a polymerase-driven method for site-specific and segmental labeling of RNA
It has been challenging to make long RNAs with site-specific modifications for NMR study. Here the authors present SegModTeX: a method for site-specific and segmental labeling of RNAs independent of their sequence or segment length, with applications for biological- and artificial NTP analogues at purity and scale sufficient for NMR.
- Raphael Haslecker
- , Vincent V. Pham
- & Victoria M. D’Souza
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Article
| Open AccessA computational toolbox for the assembly yield of complex and heterogeneous structures
Predicting the effective assembly of a set of proteins into a desired structure has traditionally been a challenging task. Here, authors demonstrate that advancements in automatic differentiation make it possible to address this problem using classical statistical mechanics.
- Agnese I. Curatolo
- , Ofer Kimchi
- & Michael P. Brenner
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Article
| Open AccessA multi-reservoir extruder for time-resolved serial protein crystallography and compound screening at X-ray free-electron lasers
Protein serial crystallography at X-ray free-electron lasers (XFELs) is a powerful technique for structure determination. Here, authors present a device for sample delivery designed to abate challenges to non-specialists allowing for compound screening.
- Maximilian Wranik
- , Michal W. Kepa
- & Jörg Standfuss
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Article
| Open AccessThe structure of the teleost Immunoglobulin M core provides insights on polymeric antibody evolution, assembly, and function
The formation of polymeric Ig complexes is important for the function of IgM and can vary between species. Here the authors structurally analyse IgM from a teleost species that doesn’t encode a joining chain, which results in a different 3D structure compared to mammalian IgM where other parts of the protein associate to form polymeric complexes.
- Mengfan Lyu
- , Andrey G. Malyutin
- & Beth M. Stadtmueller
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Article
| Open AccesstrRosettaRNA: automated prediction of RNA 3D structure with transformer network
Here, authors develop trRosettaRNA, a deep learning-based approach for predicting RNA 3D structures. Blind tests demonstrate that the automated predictions compete effectively with top human predictions on natural RNAs.
- Wenkai Wang
- , Chenjie Feng
- & Jianyi Yang
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Article
| Open AccessA robust normalized local filter to estimate compositional heterogeneity directly from cryo-EM maps
Heterogeneity in structural biology data includes potentially valuable information about binding and dynamics. Here, the authors devise, validate and demonstrate a method to quantify local heterogeneity in 3D reconstructions.
- Björn O. Forsberg
- , Pranav N. M. Shah
- & Alister Burt
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Article
| Open AccessHeterogeneity in M. tuberculosis β-lactamase inhibition by Sulbactam
Here, the reaction of the suicide inhibitor sulbactam with the M. tuberculosis β-lactamase (BlaC) is investigated with time-resolved crystallography. Singular Value Decomposition is implemented to extract kinetic information despite changes in unit cell parameters during the time-course of the reaction.
- Tek Narsingh Malla
- , Kara Zielinski
- & Marius Schmidt
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Article
| Open AccessStructural basis of protein condensation on microtubules underlying branching microtubule nucleation
TPX2 is a key factor stimulating branching microtubule (MT) nucleation. TPX2 forms condensates on MTs critical for branching. In this work, the authors report the atomic-level structure of TPX2 C-terminal minimal active domain on MT lattice and its binding interface, determined by magic-angle-spinning NMR.
- Changmiao Guo
- , Raymundo Alfaro-Aco
- & Tatyana Polenova
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| Open AccessImprovement of cryo-EM maps by simultaneous local and non-local deep learning
Map post-processing is crucial for cryo-EM modeling building. Here, the authors present a deep learning approach to improve both the quality and interpretability of cryo-EM maps by simultaneously considering local and non-local effects.
- Jiahua He
- , Tao Li
- & Sheng-You Huang
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Article
| Open AccessA method for restoring signals and revealing individual macromolecule states in cryo-ET, REST
Heavy noise and missing wedge effect hamper the efficient visualization and analysis in cryo-ET. Here, authors present a deep learning-based method for directly visualizing and revealing the dynamic states of target molecules.
- Haonan Zhang
- , Yan Li
- & Ping Zhu
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Article
| Open AccessStructural basis of peptide recognition and activation of endothelin receptors
Endothelin receptors (ETAR and ETBR) are critical for vasoregulation and are targets for cardiovascular diseases treatment. Here, the authors offer a structural basis for peptide recognition selectivity and activation of both endothelin receptors.
- Yujie Ji
- , Jia Duan
- & Yi Jiang
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Article
| Open AccessRobust total X-ray scattering workflow to study correlated motion of proteins in crystals
X-ray diffraction images contain a signal that is an untapped source of information on protein dynamics. Here, the authors lay out a general workflow for interpreting this diffuse scattering signal and expanding the capabilities of protein crystallography.
- Steve P. Meisburger
- , David A. Case
- & Nozomi Ando
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Article
| Open AccessAutomatic and accurate ligand structure determination guided by cryo-electron microscopy maps
As cryo-EM becomes commonplace in drug discovery, tools for automating small molecule structure determination are needed. Here, authors show a map-guided ligand modeling approach to building ligand structures at resolutions common in cryo-EM.
- Andrew Muenks
- , Samantha Zepeda
- & Frank DiMaio
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Article
| Open AccessA robust approach for MicroED sample preparation of lipidic cubic phase embedded membrane protein crystals
Here, authors demonstrate a method for milling vitrified biological material. Using correlative fluorescence and electron microscopy images, MicroED data is collected for the adenosine receptor.
- Michael W. Martynowycz
- , Anna Shiriaeva
- & Tamir Gonen
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Article
| Open AccessNative structure of mosquito salivary protein uncovers domains relevant to pathogen transmission
Female mosquitoes inject saliva into vertebrate hosts during blood feeding, transmitting mosquito-borne pathogens. Here, cryo-EM of mosquito salivary gland extract uncovers the native SGS1 structure and domains relevant to pathogen transmission.
- Shiheng Liu
- , Xian Xia
- & Z. Hong Zhou
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Article
| Open AccessPlasma FIB milling for the determination of structures in situ
The authors harness plasma focused ion beams for pseudo-atomic structure determination, reporting increased throughput and automation in in situ structural biology to elucidate structure-function relationships inside cells and tissues.
- Casper Berger
- , Maud Dumoux
- & Michael Grange
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Article
| Open AccessA marine sponge-derived lectin reveals hidden pathway for thrombopoietin receptor activation
The mode of cytokine receptor activation is diverse. Here, the authors find that the marine-sponge derived lectin ThC, a bivalent sugar binding protein, activates human cytokine receptor MPL. This mode of action resembles the pathogenic activation of MPL by mutant molecular chaperon calreticulin in hematologic malignancies.
- Hiromi Watari
- , Hiromu Kageyama
- & Ryuichi Sakai
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Article
| Open AccessUnderstanding VPAC receptor family peptide binding and selectivity
Previously, peptide selectivity in the VPAC receptor family of GPCRs was poorly understood. Here, authors combine cryo-EM and MD data to understand binding and selectivity of VPAC1R and PAC1R peptide agonists that can guide future drug development.
- Sarah J. Piper
- , Giuseppe Deganutti
- & Denise Wootten
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Article
| Open AccessIncreased slow dynamics defines ligandability of BTB domains
Here, the authors discover that ligandability of BTB domains correlates with the presence of μs-ms time scale dynamics. This finding suggests that protein dynamics may be a broadly applicable tool in drug discovery to assess the ligandability of novel and challenging targets.
- Vladlena Kharchenko
- , Brian M. Linhares
- & Łukasz Jaremko
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| Open AccessGenerative deep learning enables the discovery of a potent and selective RIPK1 inhibitor
Retrieval of a new starting active compound with a novel scaffold during early drug development is an important but challenging task. Here, the authors propose a generative deep learning model and by applying this model they discover a potent and highly selective RIPK1 inhibitor with a previously unreported scaffold.
- Yueshan Li
- , Liting Zhang
- & Shengyong Yang
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Article
| Open AccessFunctionalized graphene grids with various charges for single-particle cryo-EM
Air-water interface and preferential orientation problems are crucial challenges in cryo-EM specimen preparation. Here, the authors utilize graphene-coated EM grids functionalized by salts with various electrostatic properties, successfully overcoming preferred orientation.
- Ye Lu
- , Nan Liu
- & Hong-Wei Wang
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Article
| Open AccessStructure-based discovery of small molecules that disaggregate Alzheimer’s disease tissue derived tau fibrils in vitro
Evidence suggests that fibrous aggregates of protein tau may be the proximal cause of Alzheimer’s disease. Here, using atomic structures of tau fibrils from brains of people with Alzheimer’s disease, the authors have found small-molecule drug leads that disaggregate tau fibrils in vitro.
- Paul M. Seidler
- , Kevin A. Murray
- & David S. Eisenberg
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Article
| Open Access2.7 Å cryo-EM structure of ex vivo RML prion fibrils
High-resolution structures of mammalian prions have remained elusive. Here, Manka et al. report the cryo-EM structure of infectious RML prion fibrils from mice. Structural similarity with recently reported infectious 263K prion fibrils from hamsters now suggests a common prion architecture.
- Szymon W. Manka
- , Wenjuan Zhang
- & Jonathan D. F. Wadsworth
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| Open AccessModel building of protein complexes from intermediate-resolution cryo-EM maps with deep learning-guided automatic assembly
One challenge in cryo-EM is to build atomic models into intermediate resolution maps. Here, the authors present a deep learning-guided iterative assembling method by integrating AlphaFold, FFTbased fitting, and domain-based refinement.
- Jiahua He
- , Peicong Lin
- & Sheng-You Huang
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Article
| Open AccessStructural basis of resistance to herbicides that target acetohydroxyacid synthase
Acetohydroxyacid synthase (AHAS) is the target of more than 50 commercial herbicides, with many site-of-action resistance isolates identified in weeds. Here, the authors report the structural and kinetic characterizations to explain the effect AHAS mutations have on herbicide potency.
- Thierry Lonhienne
- , Yan Cheng
- & Luke W. Guddat
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Article
| Open AccessWaffle Method: A general and flexible approach for improving throughput in FIB-milling
Here the authors describe the Waffle Method, aimed at increasing the throughput of and solves several challenges present in cryo-FIB/SEM sample preparation for cryo-ET analysis — the highest-resolution method for obtaining 3D views of native biological specimens in-situ.
- Kotaro Kelley
- , Ashleigh M. Raczkowski
- & Alex J. Noble
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Article
| Open AccessAn open-like conformation of the sigma-1 receptor reveals its ligand entry pathway
The nonopioid sigma-1 receptor (σ1R) is localized to the endoplasmic reticulum (ER), interacts with multiple effector proteins and various synthetic ligands, and is implicated in many diseases. Here, authors provide structural and functional evidence to reveal the likely ligand entry pathway for σ1R.
- Fuhui Meng
- , Yang Xiao
- & Xiaoming Zhou
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Article
| Open AccessA cryo-electron microscopy support film formed by 2D crystals of hydrophobin HFBI
The amphiphilic low-molecular-weight protein hydrophobin (HFBI) can self-assemble into a crystalline monolayer film. Here, the authors present a cryo-EM support film using such 2D crystals of hydrophobin HFBI and show that it protects specimen from the air-water interface and can help to overcome the preferred orientation problem of particles in cryo-EM.
- Hongcheng Fan
- , Bo Wang
- & Fei Sun
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Article
| Open AccessFunctionally distinct roles for eEF2K in the control of ribosome availability and p-body abundance
Processing bodies are phase separated compartments enriched in translationally repressed mRNAs. Here, Smith et al. show that, in sensory neurons, eukaryotic elongation factor 2 kinase (eEF2K) plays key roles in the regulation of processing body abundance and the formation of translationally inactive ribosomes.
- Patrick R. Smith
- , Sarah Loerch
- & Zachary T. Campbell
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Article
| Open AccessA method for intuitively extracting macromolecular dynamics from structural disorder
Here, the authors present a hierarchical disorder model for the analysis of disorder in both crystal and cryo-EM structures. They apply their approach to several structures of three proteins, including SARS-CoV-2 proteins, and discuss mechanistic and dynamical implications.
- Nicholas M. Pearce
- & Piet Gros
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| Open AccessA simple pressure-assisted method for MicroED specimen preparation
Micro-crystal electron diffraction (MicroED) has shown great potential for the structure determination of crystals that are too small for X-ray diffraction but MicroED sample preparation remains challenging. Here, the authors present Preassis, a pressure-assisted method for the preparation of MicroED specimens and demonstrate that Preassis can be applied to a wide range of protein crystal suspensions with low and high viscosities, as well as those with low crystal concentrations.
- Jingjing Zhao
- , Hongyi Xu
- & Xiaodong Zou
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Article
| Open AccessRole of backbone strain in de novo design of complex α/β protein structures
The authors show that consideration of global backbone strain enables successful de novo design of larger αβ-proteins with five- and six- stranded β-sheets flanked by α-helices.
- Nobuyasu Koga
- , Rie Koga
- & David Baker
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Article
| Open AccessRNA structure probing reveals the structural basis of Dicer binding and cleavage
Sequencing methods such as icSHAPE were developed to probe RNA structures transcriptome-wide in cells. To probe intact RNA structures, the authors develop icSHAPE-MaP and apply to Dicer-bound substrates showing that distance measuring is important for Dicer cleavage of pre-miRNAs.
- Qing-Jun Luo
- , Jinsong Zhang
- & Qiangfeng Cliff Zhang
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| Open Access3D particle averaging and detection of macromolecular symmetry in localization microscopy
Adaptation of current algorithms to 3D SMLM data is currently problematic. Here the authors report a method that increases the signal-to-noise ratio and resolution of 3D single particle analysis in localization microscopy and enables determination of the symmetry groups of macromolecular complexes.
- Hamidreza Heydarian
- , Maarten Joosten
- & Bernd Rieger
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Article
| Open AccessBeam image-shift accelerated data acquisition for near-atomic resolution single-particle cryo-electron tomography
Tomographic reconstructions of cryopreserved specimens enable in-situ structural studies. Here, the authors present the beam image-shift electron cryo-tomography (BISECT) approach that accelerates data collection speed and improves the map resolution compared to earlier approaches and present the in vitro structure of a 300 kDa protein complex that was solved at 3.6 Å resolution as a test case.
- Jonathan Bouvette
- , Hsuan-Fu Liu
- & Alberto Bartesaghi
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Article
| Open AccessSynchronous RNA conformational changes trigger ordered phase transitions in crystals
Time-resolved crystallography (TRX) is used for monitoring only small conformational changes of biomacromolecules within the same lattice. Here, the authors report the interplay between synchronous molecular rearrangements and lattice phase transitions in RNA crystals, providing the basis for the investigation of large conformational changes using TRX.
- Saminathan Ramakrishnan
- , Jason R. Stagno
- & Yun-Xing Wang
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Article
| Open AccessGranulovirus PK-1 kinase activity relies on a side-to-side dimerization mode centered on the regulatory αC helix
The viral Protein Kinase-1 (PK-1) phosphorylates the regulatory protein p6.9, which facilitates baculoviral genome release. Here, the authors combine X-ray crystallography with biophysical and biochemical analyses as well as molecular dynamics simulations to characterize Cydia pomenella granulovirus PK-1, which forms a dimer with a parallel side-to-side arrangement of the kinase domains and furthermore, they provide insights into its catalytic mechanism and evolutionary relationships with other kinases.
- Michael R. Oliver
- , Christopher R. Horne
- & James M. Murphy
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Article
| Open AccessRNA secondary structure prediction using deep learning with thermodynamic integration
Accurately predicting the secondary structure of non-coding RNAs can help unravel their function. Here the authors propose a method integrating thermodynamic information and deep learning to improve the robustness of RNA secondary structure prediction compared to several existing algorithms.
- Kengo Sato
- , Manato Akiyama
- & Yasubumi Sakakibara
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Article
| Open AccessMechanism of the small ATP-independent chaperone Spy is substrate specific
Spy is an ATP independent chaperone that can act as both a holdase and a foldase towards topologically simple substrates. Assessing the interaction of Spy and apoflavodoxin, a complex client, the authors show that Spy’s activity is substrate specific. Spy binds partially unfolded states of apoflavodoxin tightly, which limits the possibility of folding and converts Spy to a pure holdase.
- Rishav Mitra
- , Varun V. Gadkari
- & James C. A. Bardwell
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Article
| Open AccessA data reduction and compression description for high throughput time-resolved electron microscopy
The use of electron detectors with high spatio-temporal resolution is limited by the large amounts of data generated. Here, the authors describe ReCoDe, a data reduction and compression scheme, that preserves individual electron events, and enable on-the-fly reduction and compression of raw data.
- Abhik Datta
- , Kian Fong Ng
- & N. Duane Loh
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Article
| Open AccessSmall molecule targeting r(UGGAA)n disrupts RNA foci and alleviates disease phenotype in Drosophila model
Synthetic small molecules modulating RNA structure and function have therapeutic potential for RNA diseases. Here the authors show the mechanism by which a small molecule targets the disease-causing r(UGGAA)n repeat RNAs in spinocerebellar ataxia type 31.
- Tomonori Shibata
- , Konami Nagano
- & Kazuhiko Nakatani
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Article
| Open AccessA grass-specific cellulose–xylan interaction dominates in sorghum secondary cell walls
Sorghum is a source of lignocellulosic biomass for the production of renewable fuels. Here the authors characterise the sorghum secondary cell wall using multi-dimensional magic angle spinning solid-state NMR and present a model dominated by interactions between three-fold screw xylan and amorphous cellulose.
- Yu Gao
- , Andrew S. Lipton
- & Jenny C. Mortimer
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Article
| Open AccessNearest-neighbor NMR spectroscopy: categorizing spectral peaks by their adjacent nuclei
The structure and dynamics of large proteins and complexes can be studied by methyl-NMR but resonance assignment is still challenging. Here, the authors present a NMR method that leverages optimal control pulse design to unambiguously distinguish between Leu and Val using a simple 2D HMQC experiment and they apply it to several proteins including Cas9, interleukin, and human translation initiation factor eIF4a.
- Soumya P. Behera
- , Abhinav Dubey
- & Haribabu Arthanari
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Article
| Open AccessSegmented flow generator for serial crystallography at the European X-ray free electron laser
Due to the pulsed nature of X-ray free electron laser (XFEL) instruments the majority of protein crystals, which are injected using continuous jet injection techniques are wasted. Here, the authors present a microfluidic device to deliver aqueous protein crystal laden droplets segmented with an immiscible oil and demonstrate that with this device an approx. 60% reduction in sample waste was achieved for data collection of 3-deoxy-D-manno-octulosonate 8-phosphate synthase crystals at the EuXFEL.
- Austin Echelmeier
- , Jorvani Cruz Villarreal
- & Alexandra Ros
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Article
| Open AccessStructural snapshots of human pre-60S ribosomal particles before and after nuclear export
Ribosome biogenesis in eukaryotes is a complex process that involves more than 200 protein factors. Here the authors present a structural analysis of a collection of human pre-60S structures sampled through a nuclear export adaptor NMD3, representing structural snapshots of pre-60S particles immediately before and after passing through nuclear pore complex.
- Xiaomeng Liang
- , Mei-Qing Zuo
- & Ning Gao