This paper is a report of a second round of RNA-Puzzles, a collective and blind experiment in three-dimensional (3D) RNA structure prediction. Three puzzles, Puzzles 5, 6, and 10, represented sequences of three large RNA structures with limited or no homology with previously solved RNA molecules. A lariat-capping ribozyme, as well as riboswitches complexed to adenosylcobalamin and tRNA, were predicted by seven groups using RNAComposer, ModeRNA/SimRNA, Vfold, Rosetta, DMD, MC-Fold, 3dRNA, and AMBER refinement. Some groups derived models using data from state-of-the-art chemical-mapping methods (SHAPE, DMS, CMCT, and mutate-and-map). The comparisons between the predictions and the three subsequently released crystallographic structures, solved at diffraction resolutions of 2.5–3.2 Å, were carried out automatically using various sets of quality indicators. The comparisons clearly demonstrate the state of present-day de novo prediction abilities as well as the limitations of these state-of-the-art methods. All of the best prediction models have similar topologies to the native structures, which suggests that computational methods for RNA structure prediction can already provide useful structural information for biological problems. However, the prediction accuracy for non-Watson–Crick interactions, key to proper folding of RNAs, is low and some predicted models had high Clash Scores. These two difficulties point to some of the continuing bottlenecks in RNA structure prediction. All submitted models are available for download at http://ahsoka.u-strasbg.fr/rnapuzzles/.

The polymorphous trigger loop is a key component of RNA polymerase (RNAP) that promotes polymerization when folded into a “trigger helices” (TH) conformation. The role of the TH in pausing and nucleotide addition for the bacterial RNAP is now teased apart using mutagenesis and biochemical analyses. The trigger loop (TL) is a polymorphous component of RNA polymerase (RNAP) that makes direct substrate contacts and promotes nucleotide addition when folded into an α-helical hairpin (trigger helices, TH). However, the roles of the TL/TH in transcript cleavage, catalysis, substrate selectivity and pausing remain ill defined. Based on in vitro assays of Escherichia coli RNAP bearing specific TL/TH alterations, we report that neither intrinsic nor regulator-assisted transcript cleavage of backtracked RNA requires formation of the TH. We find that the principal contribution of TH formation to rapid nucleotidyl transfer is steric alignment of the reactants rather than acid-base catalysis, and that the TL/TH cannot be the sole contributor to substrate selectivity. The similar effects of TL/TH substitutions on pausing and nucleotide addition provide additional support for the view that TH formation is rate-limiting for escape from nonbacktracked pauses.