bioRxivBiophysicsPreprint
High-resolution ab initio reconstruction enables cryo-EM structure determination of small particles
Abstract
Despite recent advances in data acquisition and algorithmic development, applying single particle cryogenic electron microscopy (cryoEM) to small proteins (<50kDa) remains challenging, even when high quality data are available, in part due to the lack of reliable low-resolution structural features to inform initial alignments. Here we present a workflow which effectively bypasses this step, by obtaining initial particle orientations directly from heterogeneous ab initio reconstruction in CryoSPARC solely using data at high spatial frequencies. Applying this approach, we solve the structure of a previously intractable protein in a publicly available dataset, iPKAc (EMPIAR-10252), 39 kDa, resolved at an estimated resolution of 2.7 [A] as well as a hemoglobin alpha-beta dimer (EMPIAR-10250) at 29kDa, resolved to an estimated resolution of 4 [A]. We also show that the Aca2-RNA complex (37kDa, EMPIAR-11918) can be resolved by this approach directly from a blob-picked particle stack, in a single round of heterogeneous ab initio reconstruction followed by local refinement. The map of iPKAc is of sufficient quality to autobuild 325 of 356 residues present in the original crystal structure using Modelangelo, and ordered ATP and magnesium ions can clearly be resolved. The Hb-dimer has clear secondary structural features, identifiable hemes, and visible bulky sidechains, consistent with the estimated resolution. We expect that this approach may be useful for cryo-EM analysis of other small particles near or below the theoretical size limit.
- assay: cryo-EM
- research focus: protein structure prediction
- approach: deep learning
- approach: statistical model
- Citations
- 14
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