Cryo-electron microscopy produces 3D density maps of molecular machines, which consist of various molecular components such as proteins and RNA. Segmentation of individual components in such maps is a challenging task, and is mostly accomplished interactively. We present an approach based on the immersive watershed method and grouping of the resulting regions using progressively smoothed maps. The method requires only three parameters: the segmentation threshold, a smoothing step size, and the number of smoothing steps. We first apply the method to maps generated from molecular structures and use a quantitative metric to measure the segmentation accuracy. The method does not attain perfect accuracy, however it produces single or small groups of regions that roughly match individual proteins or subunits. We also present two methods for fitting of structures into density maps, based on aligning the structures with single regions or small groups of regions. The first method aligns centers and principal axes, whereas the second aligns centers and then rotates the structure to find the best fit. We describe both interactive and automated ways of using these two methods. Finally, we show segmentation and fitting results for several experimentally-obtained density maps.

Chaperonins are large, cylindrical complexes that assist in the folding of cellular proteins in an ATP-dependent manner. Group II chaperonins are present in eukaryotes and archaea and consist of two back-to-back rings and a lid segment extending from an apical domain. In this study, Wah Chiu and colleagues determine the cryo-electron microscopy structure of an archael chaperonin called Mm-cpn in the nucleotide-free (open) and nucleotide-induced (closed) states. The structure provides details on conformational changes triggered by ATP hydrolysis leading to rearrangements in inter-ring subunits that differ from other classes of chaperonins. Group II chaperonins are present in eukaryotes and archaea and are essential mediators of cellular protein folding. This process is critically dependent on the closure of a built-in lid, which is triggered by ATP hydrolysis, but the structural rearrangements and molecular events leading to lid closure are unknown. Using cryo-electron microscopy, the structures of an archaeal group II chaperonin in the open and closed states are now reported, providing details of this mechanism. Group II chaperonins are essential mediators of cellular protein folding in eukaryotes and archaea. These oligomeric protein machines, ∼1 megadalton, consist of two back-to-back rings encompassing a central cavity that accommodates polypeptide substrates1,2,3. Chaperonin-mediated protein folding is critically dependent on the closure of a built-in lid4,5, which is triggered by ATP hydrolysis6. The structural rearrangements and molecular events leading to lid closure are still unknown. Here we report four single particle cryo-electron microscopy (cryo-EM) structures of Mm-cpn, an archaeal group II chaperonin5,7, in the nucleotide-free (open) and nucleotide-induced (closed) states. The 4.3 Å resolution of the closed conformation allowed building of the first ever atomic model directly from the single particle cryo-EM density map, in which we were able to visualize the nucleotide and more than 70% of the side chains. The model of the open conformation was obtained by using the deformable elastic network modelling with the 8 Å resolution open-state cryo-EM density restraints. Together, the open and closed structures show how local conformational changes triggered by ATP hydrolysis lead to an alteration of intersubunit contacts within and across the rings, ultimately causing a rocking motion that closes the ring. Our analyses show that there is an intricate and unforeseen set of interactions controlling allosteric communication and inter-ring signalling, driving the conformational cycle of group II chaperonins. Beyond this, we anticipate that our methodology of combining single particle cryo-EM and computational modelling will become a powerful tool in the determination of atomic details involved in the dynamic processes of macromolecular machines in solution.

An increasing number of cryo‐electron microscopy (cryo‐EM) density maps are being generated with suitable resolution to trace the protein backbone and guide sidechain placement. Generating and evaluating atomic models based on such maps would be greatly facilitated by independent validation metrics for assessing the fit of the models to the data. We describe such a metric based on the fit of atomic models with independent test maps from single particle reconstructions not used in model refinement. The metric provides a means to determine the proper balance between the fit to the density and model energy and stereochemistry during refinement, and is likely to be useful in determining values of model building and refinement metaparameters quite generally.

Significance: Single-stranded (ss) RNA viruses have ribonucleic acid as their genetic material and infect animals, plants, and bacteria. Here we used cryo-electron microscopy to reveal the genomic RNA (gRNA) of the ssRNA virus Qβ. The asymmetric gRNA adopts a single dominant structure in all virions and binds the capsid of Qβ at each coat protein. At the same time, we determined the structure of the maturation protein, A ₂ , which functions both as the virion’s “tail” and its lysis protein. We see the gRNA is more ordered when interacting with A ₂ . These results provide structural insights into gRNA packaging and host infection in ssRNA viruses.