Helical Reconstruction of Amyloids in cryoSPARC
Schaefer, J.-H.; O'Neill, R. T.; Donnelly, J. P.; Powers, E.; Kelly, J. W.; Lander, G. C.
Show abstract
Amyloid-mediated proteotoxicity underlies more than 50 human diseases. Cryo-electron microscopy (cryo-EM) analyses have yielded hundreds of in vitro and patient-derived amyloid structures, establishing direct links between filament morphologies and specific pathological conditions. Despite the growing popularity of the processing software cryoSPARC for single-particle analyses, RELION remains the dominant software platform for performing helical reconstruction of amyloid structures, highlighting an area for further development. Here, we present comprehensive processing guidelines for helical reconstruction of helical amyloids using cryoSPARC. Through systematic re-processing and validation of publicly deposited datasets, we demonstrate current capabilities and identify key limitations, emphasizing the need for amyloid-specific parameter optimization within cryoSPARC workflows. Our findings showcase a potential for developing unsupervised processing workflows to meet the demanding throughput requirements of time-resolved in vitro studies and largescale compound screening initiatives, thereby accelerating therapeutic drug development. Ultimately, our goal is to shift the focus of amyloid cryo-EM from computationally intensive processing challenges toward addressing fundamental biological questions that enhance our capacity for treatment discovery. O_FIG O_LINKSMALLFIG WIDTH=110 HEIGHT=200 SRC="FIGDIR/small/680389v2_ufig1.gif" ALT="Figure 1"> View larger version (42K): org.highwire.dtl.DTLVardef@1f2e9fcorg.highwire.dtl.DTLVardef@dfb6f5org.highwire.dtl.DTLVardef@164a2c3org.highwire.dtl.DTLVardef@1f9c570_HPS_FORMAT_FIGEXP M_FIG C_FIG
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Cost-benefit analysis of cryogenic electron tomography subtomogram averaging of chaperonin MmCpn at near atomic resolution. 97%
- DomainFit: Identification of Protein Domains in cryo-EM maps at Intermediate Resolution using AlphaFold2-predicted Models 95%
- A structural analysis of amyloid polymorphism in disease: clues for selective vulnerability? 94%
Similar papers in this journal
- Real-time object locator for cryo-EM data collection--- You only navigate EM once --- 96%
- Building molecular model series from heterogeneous CryoEM structures using Gaussian mixture models and deep neural networks 96%
- In situ structure of bacterial 50S ribosomes at 3.0 A resolution from vitreous sections. 95%
Similar papers in this journal
- TomoTwin: Generalized 3D Localization of Macromolecules in Cryo-electron Tomograms with Structural Data Mining 96%
- Multi-particle cryo-EM refinement with M visualizes ribosome-antibiotic complex at 3.7 A inside cells 96%
- Correlative cryogenic montage electron tomography for comprehensive in-situ whole-cell structural studies 95%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.