Published January 2, 2021
| Version v1
Dataset
Open
Data for "CryoDRGN: Reconstruction of heterogeneous cryo-EM structures using neural networks"
Description
Trained models and reconstructed density maps for:
- EMPIAR-10028: "Cryo-EM structure of a Plasmodium falciparum 80S ribosome bound to the anti-protozoan drug emetine" from Wong et al. (2014)
- EMPIAR-10049: "Molecular Mechanism of V(D)J Recombination from Synaptic RAG1-RAG2 Complex Structures" from Ru et al. (2015)
- EMPIAR-10076: "Modular assembly of the large bacterial ribosome" from Davis et al. (2016)
- EMPIAR-10180: "Structure of a pre-catalytic spliceosome" from Plaschka et al. (2017)
Synthetic datasets with simulated heterogeneity and their ground truth density maps, poses, and labels:
- Uniform: 50k particle images (128x128, 6A/pix) uniformly sampled from 50 models along a 1-dimensional reaction coordinate
- Cooperative: 50k particle images (128x128, 6A/pix) sampled along the above reaction coordinate according to a 3-component Gaussian mixture model with overlapping components
- Noncontiguous: 50k particle images (128x128, 6A/pix) sampled along the above reaction coordinate according to a 3-component Gaussian mixture model without overlapping components
- Ribosomes: 50k particle images (128x128, 3A/pix) containing a mixture of 30S, 50S, 70S ribosomes simulating compositional heterogeneity
Files
empiar10028.zip
Files
(29.1 GB)
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md5:b65fa802d4425fb8f3e54df685e4fd23
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md5:246dfc5d672fc7f8177e858d9f5a17fe
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md5:3e3d602a753a5354980c052e8a203b99
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3.6 GB | Preview Download |
md5:50915563b1a8fe5dd2d3c9a5f7e3fc50
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4.8 GB | Preview Download |
md5:32cdd0ed96936ac70fa042dae1bb1162
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3.0 GB | Preview Download |
md5:54fcee10f73879be32d8e8b6034452e9
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5.3 MB | Preview Download |
md5:80ff0c2671a33c2220a9ecd8e4a89d56
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3.0 GB | Preview Download |
md5:f85d069305a38645c1bf90d19c0c17e7
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3.1 GB | Preview Download |
md5:6cb96b649628ca19ee95c5b959695c37
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3.0 GB | Preview Download |