Introduction
The ribosome decodes three-nucleotide codons in messenger RNA (mRNA) to sequentially add amino acids to the nascent polypeptide chain. In specific circumstances, the ribosome can deviate from the triplet code and “frameshift” in either the forward (+) or backward (-) direction on mRNA. This change in the mRNA reading frame produces a protein with a different amino acid sequence relative to the sequence defined by the original reading frame. Unintentional frameshifting can be caused by the loss of transfer RNA (tRNA) modifications 1 – 4 , the low availability of aminoacyl (aa)-tRNAs 5 , or ribosome collisions 6 . Such unintentional frameshifting can result in the accumulation of erroneous and toxic proteins that are detrimental to cellular function and, when unresolved, can hinder growth and cause cell death 7 , 8 . Frameshifting may also be intentional (programmed) and beneficial for the expression of multiple proteins from the same mRNA 9 – 11 and can be regulated by specific mRNA sequences, mRNA tertiary structures 12 , 13 , or aa-tRNA levels 11 , 14 – 19 .
The loss of tRNA modifications can lead to increases in the levels of frameshifting 1 – 4 . Such modifications normally provide structural integrity for tRNAs that are critical for translational accuracy and interactions with translation factors 20 , 21 . Although modified nucleotides are located extensively throughout the tRNA, the anticodon stem-loop is the most heavily modified region, with ~70% of all modifications occurring there 22 . tRNA modifications at the anticodon expand the ability to read the genetic code, with modifications at nucleotide 34 permitting non-Watson-Crick interactions with an mRNA nucleotide that resemble the geometry of Watson-Crick base pairs and are therefore accepted during decoding 20 , 22 – 24 (anticodon nucleotides are numbered 34, 35, 36) (Fig. 1a ). On the 3’ side of the anticodon, nucleotide 37 is also commonly modified, with this modification contributing its stacking with the anticodon during decoding, thereby preventing frameshifting and maintaining the reading frame 20 , 22 – 27 . One of the simplest modifications at nucleotide 37 is a single methyl group appended to guanosine at position N 1 (m 1 G37). This modification is found in tRNA Pro , tRNA Leu , and tRNA Arg isoacceptors and, in bacteria, is installed by the S -adenosyl-L-methionine (SAM)-dependent methyltransferase TrmD 1 – 3 , 28 , 29 . Deletion of TrmD is lethal, and reduction of TrmD levels leads to growth defects, slower translation rates, and an increase in +1 frameshifting, primarily at proline codons and, to a lesser extent, at arginine and leucine codons 1 , 2 , 7 , 8 , 30 . Additionally, a lack of m 1 G37 in the tRNA ArgX (CCG anticodon) isoacceptor and the tRNA ProL (GGG anticodon), tRNA ProK (CGG anticodon), and tRNA ProM (UGG anticodon) isoacceptors results in inefficient aminoacylation of these tRNAs, preventing them from entering the translation cycle and causing growth arrest 7 , 31 , 32 . Fig. 1 Mechanisms of +1 frameshifting by tRNA Pro isoacceptors. a The anticodon stem-loop (ASL; 18 nucleotides) of tRNA Pro isoacceptors and their corresponding anticodons (blue), including the four nucleotide codons that induce +1 frameshifting in the absence of m 1 G37. cmo 5 denotes a 5-oxyacetic acid uridine modification. N denotes any A/U/G/C nucleotide. b The absence of m 1 G37 in tRNA ProL induces a +1 frameshift on proline slippery codons at two defined substeps during the elongation cycle: during the EF-G-mediated translocation of peptidyl-tRNA Pro isoacceptor from the A site to the P site (middle) and after translocation, when the peptidyl-tRNA Pro isoacceptor is positioned in the P site but the next A-site aa-tRNA hasn’t been delivered yet (right).

While several tRNAs contain m 1 G37, this modification is particularly important for suppressing unintentional frameshifting in the tRNA Pro family of isoacceptors 3 , 7 , 30 , 33 . Lack of m 1 G37 in these three tRNAs induces +1 frameshifting at “slippery” codons that usually consist of a stretch of repetitive nucleotides (Fig. 1a ) 3 . The tRNA Pro isoacceptors can induce +1 frameshifting at slippery codons during either or both of two substeps of the ribosomal elongation cycle 3 , 4 , 34 . The first substep is the Elongation Factor (EF) G-mediated translocation of peptidyl-tRNA Pro from the ribosomal aa-tRNA binding (A) site to the ribosomal peptidyl-tRNA binding (P) site. The second is after translocation, when the peptidyl-tRNA Pro isoacceptor is positioned in the P site but before delivery of the next A-site aa-tRNA (Fig. 1b ). For the tRNA Pro isoacceptors, the absence of m 1 G37 increases +1 frameshifting to varying extents in each of the isoacceptors 3 , 30 , 33 . This variation indicates that other nucleotides and/or modifications specific to each isoacceptor and/or the ‘slipperiness’ of the codon may also contribute to reading frame maintenance and/or frameshifting. Moreover, it suggests that the mechanism(s) through which m 1 G37 contributes to frameshift suppression by each tRNA Pro isoacceptor may be distinct. Consistent with this, tRNA ProM lacking m 1 G37 is likelier to frameshift during translocation than a tRNA ProL lacking m 1 G37, whereas, in the absence of m 1 G37, both tRNAs are prone to frameshift in the P site 3 , 35 . Similarly, whereas m 1 G37 is the single determinant that suppresses frameshifting by tRNA ProM , both m 1 G37 and EF-P contribute to maximizing suppression of frameshifting by tRNA ProL 3 . In other words, suppression of +1 frameshifting by tRNA ProL at a CCC-C slippery codon does not require both m 1 G37 and EF-P, and it is only enhanced by the action of both. Furthermore, over-expression of tRNA ProM increases frameshifting rates, while over-expression of tRNA ProL reduces frameshifting rates 33 .
In this study, we used single-molecule fluorescence resonance energy transfer (smFRET) imaging and cryogenic electron microscopy (cryo-EM) to extend our understanding of how m 1 G37 in tRNA ProL contributes to reading frame maintenance in the presence of slippery codons. We focused on tRNA ProL because m 1 G37 is the only modification in the anticodon loop of this isoacceptor that directly contributes to reading frame maintenance 36 (whereas tRNA ProM carries m 1 G37 as well as a 5-carboxymethoxyuridine at nucleotide 34 (cmo 5 U34), both of which influence +1 frameshifting). Our smFRET results reveal that the m 1 G37 modification is both necessary and sufficient for modulating the conformational energy of a fully unmodified, P site-bound tRNA ProL that would otherwise induce frameshifting when this tRNA it is paired to a slippery codon. This observation strongly suggests that at least part of the mechanism through which m 1 G37 suppresses +1 frameshifting is by stabilizing conformations of the P site-bound, slippery codon-paired tRNA ProL that resist frameshifting. Consistent with this, cryo-EM structures of similar ribosomal complexes show that the absence of m 1 G37 in a P site-bound, slippery codon-paired tRNA ProL enables this tRNA to adopt a wide range of ribosome-bound conformations, some of which permit four and even five codon-anticodon base pairs to form. This is notable, as it is the first time more than three codon-anticodon base pairs have been observed on the ribosome, despite the possibility of this having been raised over four decades ago 37 – 40 . Delivery of an A-site tRNA in the +1 frame to these ribosomal complexes stabilizes tRNA ProL and reestablishes interactions with the P site of the ribosome with translation proceeding in the +1 frame. Collectively, these data provide important insights into the influence that m 1 G37 has on the conformational energetics of P site-bound tRNA ProL and how modulation of these energetics stabilizes tRNA conformations within the P site that maintain the reading frame.
Results
m 1 G37 stabilizes a conformation of the P site-bound, slippery codon-paired tRNA ProL that suppresses frameshifting
Two types of ribosomal complexes were used in the studies reported here. The first type is post-translocation complexes carrying a tRNA ProL isoacceptor in the P site that is aminoacylated to mimic peptidylation (hereafter referred to as “POST”). The second type is analogous to POST with the exception that the P-site tRNA ProL is deacylated to mimic a situation after peptidyl transfer (referred to as “POST–”, where the “–” sign denotes the absence of an acylated group on the P-site tRNA). In previous smFRET studies, we have demonstrated that site-specific substitution mutations of the P-site tRNA can modulate the energetic stability of POST– complexes 41 . We hypothesized that m 1 G37 of the P site-bound tRNA ProL might have similar energetic effects. Such effects might specifically manifest only within the context of a slippery codon, thus regulating reading frame maintenance. To explore these possibilities, we used Escherichia coli translation components to perform smFRET experiments on a series of E. coli 70S POST– complexes of tRNA ProL with or without the m 1 G37 at the proline CCC-C slippery codon or the proline CCC-G non-slippery codon at the P site (Fig. 2 ). These complexes were formed using ribosomal large, or 50S, subunits in which ribosomal proteins bL9 and uL1 ribosomal proteins have been labeled with the FRET donor Cy3 and the FRET Cy5 acceptor, respectively, generating a bL9-uL1 smFRET signal 42 , 43 (Note: “b” refers to a bacterial-only ribosomal protein and “u” refers to a universal ribosomal protein 44 ) (Fig. 2a ). Previously, we showed that the bL9-uL1 smFRET signal within POST– complexes fluctuates between two FRET states, corresponding to Global State 1 (GS1, E FRET s of ~0.56) and Global State 2 (GS2, E FRET s of ~0.35), and reports on a GS1⇄GS2 conformational equilibrium 43 . We use smFRET to quantitatively characterize this equilibrium by measuring the rates of transitions ( k s) between GS1 and GS2 ( k GS1→GS2 and k GS2→GS1 ) and the corresponding equilibrium constant ( K eq = k GS1→GS2 / k GS2→GS1 ) 43 (Fig. S1 ). Fig. 2 Influence of G37 modification status and codon slipperiness on P-site tRNA ProL conformational energy. a Cartoon of the GS1⇄GS2 conformational equilibrium of a POST– complex containing Cy3- and Cy5-labeled ribosomal proteins bL9 and uL1, respectively, and carrying a P site-bound tRNA ProL . Among other structural differences, GS1 features a P/P-configured tRNA and an open uL1 stalk, resulting in an E FRET value of 0.55. In contrast, GS2 features a P/E-configured tRNA and a closed uL1 stalk, resulting in an E FRET value of 0.35. b , c Surface contour plots are generated by superimposing numerous individual E FRET vs . time trajectories (Supplemental Fig. S1 ) recorded using smFRET experiments conducted on eight POST– complexes. Contours are colored from white (lowest population) to red (highest population), as indicated, and N at the rightmost top of each surface contour plot specifies the number of E FRET trajectories that were used to construct that plot. The eight POST– complexes carried either P-site native, unmodified, unmodified +m 1 G37, or native –m 1 G37 variants of tRNA ProL , as specified by the tRNA cartoons along the top of the four columns of surface contour plots. In these cartoons, m 1 G37 is indicated in blue, and other tRNA ProL modifications are depicted in yellow. In addition, these POST– complexes were formed using mRNAs that place either a proline CCC-G non-slippery codon or a proline CCC-C slippery codon at the P site, as specified along the left of the two rows of surface contour plots. A detailed description of how the smFRET data were analyzed, including how the % GS1, % GS2, K eq , k GS1→GS2 , and k GS2→GS1 were calculated, can be found in the “Materials and Methods”.

Among other structural differences, GS1 and GS2 feature P-site tRNAs that occupy the classical “P/P” or the hybrid “P/E” configurations, respectively. The P/P notation specifies that the P-site tRNA occupies the P sites of both the ribosomal small, or 30S, subunit and the 50S subunit, whereas the P/E notation specifies that the P-site tRNA occupies the P site of the 30S subunit and the ribosomal tRNA exit (E) site of the 50S subunit. Consequently, all other things being equal, the GS1⇄GS2 equilibrium of a particular POST– complex reports on the relative stabilities of the P/P and P/E configurations of the P-site tRNA, stabilities we expect to depend on the conformational energetics of the tRNA and the tRNA-codon complex within the P site. Consistent with this, our previous work showed that changes in the acylation state 43 , acylation identity 41 , 43 , and individual nucleotides 41 of the P-site tRNA can alter the relative stabilities of the P/P and P/E configurations in a POST–complex. Here, we performed bL9-uL1 smFRET experiments on a series of POST– complexes carrying P-site tRNA ProL . By varying the modification status of tRNA ProL and the slippery or non-slippery context of the proline codon it interacts with, we have investigated whether and how these features modulate the relative stabilities of the P/P and P/E configurations of the P-site tRNA within the POST– complexes (Fig. 2b, c and Table S1 ).
We began by investigating POST– complexes carrying P-site tRNA ProL in the “native” state (i.e., containing all of its natural modifications) or the “unmodified” state (i.e., lacking any modifications) at the slippery codon. Our results reveal that native tRNA ProL is thermodynamically stabilized in the P/P configuration by 2.2-fold over unmodified tRNA ProL (i.e., the K eq of native tRNA ProL is 2.2-fold lower than that of unmodified tRNA ProL ). Kinetically, this is driven by a small, 13% decrease in k GS1→GS2 and a larger, 2.2-fold increase in k GS2→GS1 for native tRNA ProL relative to unmodified tRNA ProL (Fig. 2b, c and Table S1 ). This finding strongly suggests that at a slippery codon, native tRNA ProL adopts a conformation, or set of conformations, that is different relative to unmodified tRNA ProL . This conformational difference, whatever its nature, arises from a small stabilization of the P/P configuration that underlies the 13% decrease in k GS1→GS2 and a large destabilization of the P/E configuration that underlies the 2.2-fold increase in k GS2→GS1 for the native tRNA ProL relative to the unmodified tRNA ProL .
Analyses of the remaining POST– complexes show that the conformational difference between the native and unmodified tRNA ProL at a slippery codon is fully dependent on and solely realized by m 1 G37 and that such a conformational difference is not detected at a non-slippery codon (Fig. 2b, c ). Specifically, a POST– complex carrying a P-site tRNA ProL in the “unmodified +m 1 G37” state (i.e., containing only the m 1 modification at G37) at the slippery codon exhibits a K eq and k s that closely resemble those of the POST– complex carrying a P-site native tRNA ProL , only differing by an average of 28%. Consistent with what we observed for the native tRNA ProL , the unmodified +m 1 G37 tRNA ProL at the slippery codon is thermodynamically stabilized in the P/P configuration by 2.8-fold over the unmodified tRNA ProL and 1.9-fold over a POST– complex carrying a P-site tRNA ProL in the “native –m 1 G37” state (i.e., lacking only the m 1 modification at G37), respectively. Moreover, likewise consistent with what we observed for native tRNA ProL , these increases in thermodynamic stabilities are kinetically driven by small, 35% and 27%, decreases in k GS1→GS2 and larger, 3.3- and 2.3-fold, increases in k GS2→GS1 for unmodified +m 1 G37 tRNA ProL relative to unmodified and native –m 1 G37 tRNA ProL , respectively.
Demonstrating that these m 1 G37-dependent energetic differences are only detected at a slippery codon, we find that the K eq s and k s of tRNA ProL species formed at a non-slippery codon vary by only an average of 41% across all POST– complexes formed at a non-slippery codon, regardless of the modification status of G37. Collectively, these results strongly suggest that the m 1 modification at G37 is both necessary and sufficient to allow native tRNA ProL to adopt a conformation, or set of conformations, at a slippery codon that differs significantly from that which it adopts in the absence of the m 1 G37 modification. The fact that this conformational difference is not observed at a non-slippery codon presents the possibility that the m 1 G37-dependent conformation(s) of the native tRNA ProL we identify here contributes to the mechanism through which the m 1 modification at G37 suppresses +1 frameshifting at slippery codons. These data, which were recorded using POST– complexes lacking an A-site tRNA, are also consistent with prior biochemical data demonstrating that a slippery codon-paired tRNA ProL can frameshift in the P site prior to the delivery of an A-site tRNA 3 . In the sections below, we report structural studies aimed at investigating this possibility.
Cryo-EM structures of POST– complexes carrying an unmodified tRNA ProL in the P site
To visualize how the lack of m 1 G37 alters the conformation and position of tRNA ProL in POST– complexes, as identified in the smFRET data, we determined a cryo-EM structure of a deacylated unmodified tRNA ProL paired to the CCC-C slippery codon in the P site of a POST– complex (Fig. 3 ; Table S2 , and Figs. S2 , S3 ). The dataset captured six populations, with the majority (~41%) of particles showing unmodified tRNA ProL adopting a P/E configuration (Fig. S2 ). One other population, which is discussed below, showed two tRNAs bound in the P and the A sites. The other four populations suffer from low resolution of both the tRNA and the codon-anticodon interactions, preventing us from identifying the tRNA species and building the codon-anticodon complex, despite the high resolution (2.9 Å–3.8 Å) of the overall structures (Fig. S2 ). Fig. 3 Four Watson-Crick base pairs form during +1 frameshifting of tRNA ProL . a A 2.9 Å cryo-EM structure of a ribosomal POST– complex carrying a P/E-configured, unmodified tRNA ProL at a CCC-C slippery codon in the +1 frame. b Close-up of the codon-anticodon reveals four Watson-Crick base pairs and an interaction between U38 in the anticodon stem-loop and G +3 in the codon. The additional base pairs are highlighted in gray (and in c ). c A schematic of these interactions.

The structure containing unmodified P/E-configured tRNA ProL has an overall resolution of 2.9 Å, with a high enough quality of the map surrounding the codon-anticodon interaction such that we can unequivocally model the interaction. Specifically, unmodified tRNA ProL adopts the P/E configuration within the POST– complex, consistent with the preferential configuration we observed P-site bound, unmodified tRNA ProL to adopt at a slippery codon in our smFRET experiments of the analogous POST– complex (Fig. 2b ). The movement of tRNA ProL into the P/E configuration also causes a slight ~4.2° rotation of the 30S ‘head’ domain, similar to the rotation observed in other ribosomal complexes carrying P/E-configured tRNAs 45 . The movement of tRNA ProL lacking m 1 G37 from the P/P to the P/E configuration is also consistent with the structures of ribosomal complexes undergoing frameshifting induced by tRNA ProK lacking m 1 G37 27 . Surprisingly, four Watson-Crick base pairs are visualized between the anticodon (G37, G36, G35, and G34 nucleotides) and the slippery codon (C +4 , C +5 , C +6 , and C +7 nucleotides), respectively, with an additional hydrogen bond forming between G +3 of the mRNA and U38 of the anticodon stem-loop (Fig. 3 and Fig. S4a ). Four and five-base pair interactions between the codon and the anticodon have been predicted from prior genetic studies of frameshifting 37 , 38 , 40 , 46 , but to our knowledge, this is the first time such interactions have been structurally captured. These results provide evidence for the importance of the m 1 G37 modification on the energetics of the tRNA ProL . Since tRNA ProL would normally carry an aminoacyl group in the P site, which positions the tRNA predominantly in the P site, these data report on only the energetics of tRNA ProL and its reliance on m 1 G37.
When prevented from adopting the P/E configuration within a POST complex, P-site bound tRNA ProL pairs with the slippery codon in the normal and +1 frames
Previous kinetic studies demonstrated that peptidyl-tRNA ProL predominantly frameshifts in the P site prior to transfer of the peptide chain onto the amino acid of the incoming A-site aa-tRNA 3 . To structurally visualize this POST complex, we needed to prevent hydrolysis of the linkage between the aminoacyl group and our aa-tRNA ProL . Using a flexizyme 47 , we therefore aminoacylated lysine onto tRNA ProL via a nonhydrolyzable linkage 48 . Lysine was used because the Lys-tRNA ProL product was readily separated from the tRNA ProL substrate on a denaturing electrophoresis gel, whereas Pro-tRNA ProL could not be separated from its substrate tRNA ProL . We then determined a cryo-EM structure of the POST complex containing an unmodified Lys-tRNA ProL paired with a CCC-C slippery codon in the P site (Fig. 4 ; Fig. S5 , Table S3 ). The dataset captured four populations: the majority ( ~ 60%) population, which was spread over two classes of particles, contains an unmodified Lys-tRNA ProL in a P/P configuration, while in the two smaller populations, deacylated tRNA ProL adopts the P/E configuration or a configuration between P/E and E/E (Fig. S5 ). Fig. 4 P site-bound, unmodified aa-tRNA ProL can occupy the normal or +1 frames. a 3.5 Å (normal frame) and 3.6 Å (+1 frame) cryo-EM structures of POST complexes carrying an unmodified Lys-tRNA ProL bound to a CCC-C slippery codon in the P site. b ~32% of particles show that the P-site tRNA ProL interacts with the slippery codon in the normal frame, with formation of the three expected Watson-Crick base pairs (left). A schematic of these interactions is shown (right). c ~28% of particles show that the P-site Lys-tRNA ProL interacts with the slippery codon in the +1 frame, with formation of three Watson-Crick base pairs and movement of the C +4 codon nucleotide moving towards G37 of the Lys-tRNA ProL . The additional base pairs are highlighted in gray. A schematic of these interactions is shown (right). d One major difference in the codon-anticodon interaction between POST complexes in the normal or +1 frames is the way the mRNA interacts with the unmodified G37. In the normal frame, G +3 is positioned away from G37, whereas in the +1 frame C +4 flips towards G37.

In the first class of particles carrying a P site-bound, unmodified Lys-tRNA ProL , accounting for 32% of the total particles, the structure was determined to have an overall resolution of 3.5 Å (Fig. 4a, b and Fig. S6a, b ). The tRNA adopts a P/P configuration and interacts with the slippery codon in the normal reading frame. In this case, tRNA ProL forms three Watson-Crick base pairing interactions between anticodon nucleotides G36, G35, and G34 and codon nucleotides C +4 , C +5 , and C +6 , respectively (Figs. 4b and S7a ). The second class contains ~28% of the particles and is resolved to an overall resolution of 3.6 Å, where the unmodified Lys-tRNA ProL again adopts a P/P configuration (Fig. 4c and Fig. S6b ). Contrasting with the first class of particles, however, tRNA ProL in the second class of particles is in the +1 reading frame. Specifically, tRNA ProL forms three Watson-Crick base pairing interactions, but the interactions are shifted by one nucleotide towards the 3’ end of the mRNA: these base pairs include G34-C +7 , G35-C +6 , and G36-C +5 (Figs. 4c and S7b ). In the +1 frame, the first nucleotide of the proline codon, nucleotide C +4 , is not positioned within the mRNA path of the E site but instead extends towards the anticodon loop of the P-site tRNA, within hydrogen bonding distance of the unmodified G37 (Fig. 4 d). When G37 contains the m 1 modification, the hydrophobic methyl group is likely to sterically prevent interactions with the codon and thus help to preserve the codon-anticodon interaction in the normal frame. These structures demonstrate the importance of the m 1 modification at G37 in tRNA ProL in maintaining the normal frame, consistent with functional studies showing that unmodified tRNA Pro isoacceptors are prone to +1 frameshifting in the P site 3 , 34 , 35 .
The mRNA located in the E site adopts a different conformation depending upon whether the codon-anticodon complex is in the normal or the +1 frame (Figs. 4b–d and S7 ). In the normal frame, G +3 rotates towards 16S rRNA nucleotide G926, a nucleotide that is known to stabilize the mRNA position within the ribosome by forming a hydrogen bonding interaction with the phosphate backbone of the mRNA between the E- and P-site codons 49 . In the +1 frame, in which C +4 moves towards G37 of the P-site tRNA, G +3 is within the mRNA path in the E site and π-stacks with 16S rRNA nucleotide G693 and mRNA nucleotides U +2 and C +4 (Fig. S7b ). This new position allows G926 to hydrogen bond with the phosphate backbones of C +4 and U +2 (Fig. S7b ). Additionally, in the +1 frame, 16S rRNA nucleotide G693 is now π-stacked with U +2 instead of A +1 .
The remaining two populations of particles show that tRNA ProL occupies the P/E configuration or a configuration between P/E and E/E (Fig. S6 c, S6 d, S8 and Table S4 ). Because the flexizyme acylation is not 100% efficient at aminoacylating lysine onto tRNA ProL , these two populations likely contain deacylated tRNA ProL , which has a high affinity for the 50S E site while peptidyl-tRNAs (or aa-tRNAs) cannot bind to the 50S E site due to steric clashes with nucleotides C2394 and C2395 of the 23S rRNA component of the 50S subunit 50 , 51 (Fig. S9 ). One population, comprised of ~16% of the particles, shows tRNA ProL in the P/E configuration at a resolution of ~4.0 Å (Figs. S5 , S6 c, S8 ) and the other population, comprised of ~24% of the particles, shows tRNA ProL in a configuration between P/E and E/E that has previously been referred to as an e*/E configuration at a resolution of ~3.8 Å 27 (Figs. S5 , S6d ). In the 30S e* site, the tRNA is closer to the E site than the P site, similar to the tRNA position in structures of EF-G-bound ribosomal complexes captured in intermediate states of translocation and in ribosome structures of tRNAs that induce frameshifting 27 , 52 – 55 . Concomitant with the movement of tRNA ProL towards the E site on the 30S subunit, the head domain of the 30S subunit swivels counterclockwise ~19.5° and tilts ~3.4°, a movement that has previously been seen in EF-G-bound ribosomal complexes 52 , 53 . The map quality for the anticodon stem-loop of tRNA ProL in these two populations is low, indicating that this region is highly dynamic, preventing us from confidently modeling the codon-anticodon interaction.
Collectively, these structural results reveal that in the context of a P site-bound, unmodified tRNA Pro at a slippery codon, the smFRET-observed GS1 state is likely comprised of multiple states in which the tRNA occupies the P/P configuration in either the normal or the +1 frame. We say “likely” here because whereas the smFRET experiments used a POST– complex carrying a deacylated tRNA ProL at the P site, the ribosomal complexes for the cryo-EM studies were of a POST complex carrying an acylated Lys-tRNA ProL at the P site. Thus, although unlikely, there could formally be some difference between the P/P configurations in the two complexes. Likewise, the GS2 state is comprised of multiple states in which the tRNA can occupy either the P/E or the e*/E configuration at either the normal or the +1 frame (the dynamics of the anticodon stem-loop and resulting map quality do not allow us to distinguish the frame). These structures reveal the structural basis for how the m 1 G37 modification regulates the conformational energy of P site-bound tRNA ProL so as to suppress +1 frameshifting on slippery codons. These results also demonstrate that the smFRET-observed GS1 and GS2 states in these complexes are comprised of multiple states and reveal the structural identities of these states at near-atomic resolution. Specifically, we show that the GS1 state is comprised of P/P-configured, unmodified tRNA ProL s that occupy either the normal or the +1 frame, while the GS2 state is comprised of either P/E- or e*/E-configured, unmodified tRNA ProL s in the normal or +1 frames.
Addition of A-site tRNA reinforces protein synthesis in the +1 frame
Previous kinetic studies showed that a tRNA ProL lacking m 1 G37 frameshifts in the P site prior to delivery of an A-site tRNA 3 . To understand the influence of an adjacent A-site tRNA on P site-bound, slippery codon-paired, unmodified tRNA ProL , we determined the structure of this POST– complex. Sorting of the dataset yielded one major population (~20%) of particles containing both a P-site unmodified tRNA ProL and an A-site tRNA Val at a resolution of 3.0 Å (Fig. 5 ; Table S2 and Figs. S2 and S3b ). This structure reveals that adding tRNA Val to the A site stabilizes tRNA ProL in the P/P configuration with the codon-anticodon in the +1 frame. There are, however, several differences between this structure and that of the ribosomal complex carrying a P/P-configured, unmodified Lys-tRNA ProL in the +1 frame. While both structures show that the tRNA ProL interacts with the slippery codon in the +1 frame, there are only three Watson-Crick base pairs between the anticodon and the codon (G34-C +7 , G35-C +6 , and G36-C +5 ) in the complex containing P/P-configured, unmodified Lys-tRNA ProL (Fig. 4c ). In the complex containing P/P-configured, unmodified tRNA ProL and A/A-configured tRNA Val , two new additional interactions occur: anticodon nucleotide G37 forms a Watson-Crick base pair with codon nucleotide C +4 and codon nucleotide G +3 moves towards the tRNA to form a single hydrogen bond with anticodon nucleotide U38 (Figs. 5b, c and S4b ). This structure provides evidence that a four or five-base-pair codon-anticodon interaction can exist not only when the tRNA is translocating from the P to the E site, as we have captured here (Figs. 3 and 5 ), but also in the P site before the translocation event. Fig. 5 Accommodation of a tRNA into the A site stabilizes P site-bound, unmodified tRNA ProL in the +1 frame. a A 3.0 Å cryo-EM structure of a POST– complex carrying an unmodified P-site tRNA ProL paired to a CCC-C slippery codon in the +1 frame and an A-site, tRNA Val bound to the GUU codon in the +1 frame. b Close-up of the codon-anticodon reveals four Watson-Crick base pairs and an interaction between U38 of the anticodon stem-loop and G +3 of the codon. The additional base pairs are highlighted in gray (and in c ). c A schematic of these interactions.

Discussion
In this study, we used an integrated structural biology approach to provide molecular insights into the importance of m 1 G37 in the tRNA ProL anticodon loop and how its absence leads to a + 1 frameshift. Proline is a unique amino acid in that its cyclic side chain slows down peptidyl transfer rates on the ribosome, and its incorporation into the nascent polypeptide chain causes a distinct conformation in the exit tunnel 56 , 57 . These features of proline, which impact all three tRNA Pro isoacceptors, do not explain why kinetic-, smFRET-, and structural studies show that +1 frameshifting occurs in distinct ways across the three tRNA Pro isoacceptors 3 , 4 , 27 , 58 . Consistent with this, these mechanistic differences among the tRNA Pro isoacceptors suggest that m 1 G37 and the sequences of the tRNA and the codon all collectively influence the ability of these tRNA-mRNA pairs to undergo frameshifting 3 , 4 , 26 , 27 , 34 , 54 , 58 . Here, we focused on how the conformational energy of tRNA ProL depends on the modification status of G37 and the slipperiness of the codon within the P site, the ribosomal tRNA binding site where this tRNA Pro isoacceptor has been shown to undergo +1 frameshifting 3 .
Using a bL9-uL1 smFRET signal, we characterized how POST– complexes fluctuate between GS1, in which the P site-bound tRNA ProL is in the P/P configuration, and GS2, in which it is in the P/E configuration, as a function of the m 1 G37 status of the tRNA and the slipperiness of the codon (Fig. 2 ). Our results show that when unmodified tRNA ProL lacking the m 1 G37 modification pairs with a slippery codon in the P site, the conformational energy of the tRNA is altered relative to that of native tRNA ProL containing the m 1 G37 modification. Specifically, when paired to a slippery codon, the conformational energy of native tRNA ProL is such that this tRNA preferentially occupies the P/P configuration and exhibits a relatively high probability of fluctuating from P/E to the P/P configuration. In contrast, the conformational energy of unmodified tRNA ProL is such that this tRNA preferentially occupies the P/E configuration and exhibits a relatively lower probability of fluctuating from the P/E configuration to the P/P configuration. This difference in the conformational energy of native vs . unmodified tRNA ProL is not observed when both native and unmodified tRNA ProL are paired to a non-slippery codon, demonstrating that the conformational energy of a P site-bound tRNA ProL and, consequently, its ability to induce frameshifting depends not only on the modification status of G37, but also on the slipperiness of the codon. This finding strongly suggests that at a slippery codon, the disparate conformational energies of P site-bound native and unmodified tRNA ProL allow these tRNAs to adopt different conformations at the P site. To arrive at this interpretation, it is important to note that the E FRET value observed for GS2 in our bL9-uL1 smFRET signal cannot distinguish between an authentic GS2 state in which the tRNA adopts the P/E configuration and a ‘GS2-like’ state in which the tRNA adopts the e*/E configuration that has been previously observed in 70S POST– complexes carrying a P-site tRNA ProK 27 . This ambiguity was a motivating factor for determining cryo-EM structures of such complexes.
Structures of the POST– complex in which the deacylated, unmodified tRNA ProL is paired to a slippery codon show that this tRNA occupies the P/E configuration (Fig. 3 ), representative of the smFRET-observed GS2 state (Fig. 2 ). In this context, unmodified tRNA ProL interacts with the slippery codon in the +1 frame (Figs. 3 and 6b ). Most striking is the visualization of four Watson-Crick base pairs between the anticodon and the codon with a fifth interaction forming between U38 of the anticodon stem-loop and codon nucleotide G +3 (Fig. 3 ). The propensity to form more than three Watson-Crick codon-anticodon base pairs on the ribosome has been predicted for decades 37 , 39 , 46 , 59 – 65 but had never been directly observed within a ribosomal complex. The four-nucleotide codon-anticodon model was mainly predicated on frameshift suppressor tRNA studies that undergo +1 frameshifts due to insertions in their anticodon loop, where this nucleotide insertion and the extra nucleotide of the suppressible codon form a Watson-Crick base pair. Only a single structure of a frameshift suppressor tRNA has been determined on the ribosome, and, while a movement into the +1 frame was observed, only three base pairs formed between the anticodon and the slippery codon, suggesting that the four-base-pair model could not explain the +1 frameshift 54 . Equally important are structures of other tRNA Pro isoacceptors that are either naturally frameshift prone (tRNA ProM ) 58 or which frameshift in the absence of the m 1 G37 modification (tRNA ProK 27 and tRNA ProL (this study)). Similar to the frameshift suppressor tRNA structure on the ribosome, although a +1 frameshift was observed, only three Watson-Crick base pairs form between the anticodon and the codon 27 , 58 . Our smFRET and structural studies of tRNA ProL demonstrate that it is possible to form four base pairs between the anticodon and the codon, but that the ability to do so is highly dependent upon the anticodon and codon sequences and can even vary among tRNA isoacceptors, e.g., tRNA ProL , tRNA ProM 58 , and tRNA ProK 27 . The remarkable mechanistic differences even among the different isoacceptors of the same tRNA underscore the difficulties in engineering tRNAs and/or mRNAs to recode the proteome using unnatural amino acid mutagenesis at four-base codons 66 or induce readthrough at premature stop codons 67 . Fig. 6 Mechanism by which m 1 G37 influences the conformational energy of tRNA ProL and modulates +1 frameshifting. a Unmodified peptidyl-tRNA ProL can undergo +1 frameshifting either during the substep of the elongation cycle in which it is translocated from the A site into the P site (substeps in white background) or at the substep in which it has been translocated into the P site but has not yet undergone transfer of its peptidyl moiety onto the incoming aa-tRNA at the A site (complexes in light green and light orange background and substeps connecting them). Delivery of an aa-tRNA into the A site in the +1 frame stabilizes the P site-bound, +1 frameshifted, unmodified tRNA ProL via stabilization of four Watson-Crick (WC) base pairs and an additional hydrogen bond at a fifth pairing (complex in light pink background). b Close-up view of WC base pairing and hydrogen bonding interactions formed within the various substeps and complexes in ( a ).

Use of a nonhydrolyzable aminoacyl linkage allowed us to capture a POST complex containing Lys-tRNA ProL exclusively in the P/P configuration that supports tRNA ProL frameshifting 3 (Fig. 1b ). The nonhydrolyzable aminoacyl linkage prevents deacylation of the Lys-tRNA ProL and restricts the 3’-end of the Lys-tRNA ProL to the 50S P site, preventing the Lys-tRNA ProL from stably occupying the P/E configuration and, consequently, the GS2 state (Fig. 4 ). Two distinct conformations of the codon-anticodon interaction were identified in structures of this POST complex, with one conformation showing the codon-anticodon interaction in the normal frame and the other conformation showing the codon-anticodon interaction in the +1 frame (Figs. 4 and 6b ). In the +1 frame, a new fourth interaction between G37 of the anticodon stem-loop and the first nucleotide of the codon (C +4 ) was revealed. Upon A-site tRNA binding, the codon-anticodon remains in the +1 frame, but now four Watson-Crick interactions and a fifth interaction consisting of a single hydrogen bond form between the anticodon and codon (Fig. 5 ). These data suggest that m 1 G37 prevents an interaction with the first nucleotide of the codon (C +4 ) to preserve the normal reading frame. Additionally, greater than three Watson-Crick interactions between the anticodon and codon are accommodated both in the P site and during its translocation from the P site to the E site (as in the P/E tRNA). Further, connecting the smFRET studies and the structures of the GS1 state, in the composition of the smFRET-observed GS1 state from the kinetic data, we hypothesize that in the context of a slippery sequence, the codon-anticodon subcomplex of the unmodified tRNA ProL likely adopts, and likely exchanges between, multiple conformations in the P site and that the preferential occupancy and/or exchange rates between these conformations is likely modulated by the absence/presence of an A-site tRNA.
The structures presented here provide evidence that four-nucleotide interactions between the anticodon and the codon can exist, but only when permitted by the specific architectural constraints imposed by the ribosome. In the case of tRNA-mediated +1 frameshifting, including that induced by tRNA Pro isoacceptors, frameshifting only occurs after peptidyl transfer and departure from the A site 3 , corroborated by ribosome structures with P-site tRNA ProK , P-site tRNA ProM , and now P-site tRNA ProL paired to slippery codons 27 , 54 , 58 , 68 (Fig. 6a ). These data suggest that the A site restricts four-nucleotide interactions between the anticodon and codon and, perhaps because of this, tRNA-mediated frameshifting in the A site is restricted and not typically observed.
Collectively, our findings allow us to propose a mechanistic model for the +1 frameshifting that is induced by tRNA ProL lacking the m 1 modification at nucleotide 37 (Fig. 6 ). In a POST complex, we hypothesize that the absence of m 1 G37 destabilizes the anticodon stem-loop of P site-bound, unmodified peptidyl-tRNA ProL , thereby altering its conformational energy and allowing it to form codon-anticodon interactions in either the normal or +1 frames. Interestingly, in the +1 frame, the codon-anticodon interaction consists of four Watson-Crick base pairs. This is the first time, to our knowledge, that an expanded codon-anticodon interaction has been observed to form. For the POST complexes in a +1 frame, delivery of the aa-tRNA encoded by the next codon in the +1 frame into the A site stabilizes the four Watson-Crick base pairing interactions that the P-site peptidyl-tRNA ProL anticodon makes with the slippery codon. After the peptidyl moiety of P-site peptidyl-tRNA ProL is transferred to the A-site aa-tRNA, the newly deacetylated tRNA ProL can adopt the P/E configuration, and it is in this configuration that its anticodon fully engages with the CCC-C slippery codon in the +1 frame. Within this geometry, four Watson-Crick base pairs form, with a fifth hydrogen bonding codon-anticodon interaction forming adjacent to the E site. Using smFRET and cryo-EM within an integrated structural biology approach has allowed us to elucidate the mechanism by which the m 1 G modification suppresses +1 frameshifting and how, in its absence, the conformational energy of P-site tRNA ProL is altered to permit frameshifting. A particularly striking result, and feature of our model, is that the P site permits expanded interactions between the anticodon and codon that we hypothesize are maintained during further movements of deacylated tRNA ProL toward the E site.
Differences in the contributions that tRNA Pro isoacceptor modifications make to the conformational energetics of these ribosome-bound isoacceptors are likely responsible for the mechanistic distinctions that are observed across these isoacceptors (Fig. 6 ). For example, tRNA ProM inherently undergoes +1 frameshifting, regardless of its m 1 G37 modification status, whereas tRNA ProL and tRNA ProK rely on the m 1 modification at G37 to suppress +1 frameshifting 3 , 35 . Additionally, while it is predicted that the role of m 1 G37 in tRNA ProL and tRNA ProK is to suppress +1 frameshifts on slippery codons 8 , other modifications, such as the cmo 5 -U34 modification in tRNA ProM , may also influence frameshifting 35 , 36 . Consistent with this, tRNA ProM lacking all modifications, including cmo 5 -U34 and m 1 G37, exhibits higher levels of frameshifting than tRNA ProM lacking only cmo 5 -U34 11 . Another important consideration is whether, in the +1 frame, the interaction between the anticodons of the different tRNA Pro isoacceptors and proline slippery codons is cognate in the +1 frame. Whereas the codon-anticodon interactions are cognate for both tRNA ProM and tRNA ProL on a CCC-C slippery codon, these interactions are near-cognate for tRNA ProK (there would be one mismatch within the codon-anticodon complex). The observation that these mechanistic differences are seen even within the same tRNA isoacceptor family emphasizes how differences in tRNA modification patterns, tRNA sequences, and mRNA codons and codon contexts can contribute to frame maintenance and faithful translation and protein synthesis. These insights will have implications in future studies that aim to engineer tRNAs for recoding experiments.
Methods
Purification of ribosomes, mRNA, and other translation components for smFRET experiments
A BL9-uL1 double deletion E. coli strain was used for purifying 30S and 50S subunits lacking ribosomal proteins BL9 and uL1 as previously described 42 , 43 , 69 . A variant of bL9 that carries a Gln-to-Cys substitution mutation at position 18 and a variant of uL1 that carries a Thr-to-Cys substitution mutation at position 202 were expressed, purified, labeled with Cy3- and Cy5-maleimide (Lumiprobe Cat # 21380, 23380), respectively, and reconstituted into the 50S subunits lacking bL9 and uL1, following previously described protocols 43 . The in vitro transcribed mRNA containing the Shine-Dalgarno sequence, the AUG start codon, and the CCC-C slippery sequence, was hybridized to a 3’-biotinylated DNA oligonucleotide that was chemically synthesized by Integrated DNA Technologies (IDT) 69 (Table S5 ). Unmodified tRNA ProL was prepared by in vitro transcription. G37 of this tRNA was methylated by TrmD in the presence of AdoMet. Native E. coli tRNA Val and tRNA ProL were affinity purified, and E. coli tRNA ProL lacking the m 1 modification at G37 was purified from a strain in which TrmD expression was temperature sensitive 3 . All four tRNAs were charged by prolyl-tRNA synthetase (ProRS). tRNA fMet was aminoacylated and formylated by E. coli methionyl-tRNA synthetase and E. coli methionyl-tRNA formyltransferase 69 (MP Biomedicals Cat # MP219915410). Initiation Factor 1 (IF1), IF2, IF3, EF-Tu, EF-Ts, and EF-G were purified following previously published protocols 69 .
POST– and POST complex formation for smFRET experiments
To prepare POST– complexes, we first assembled the 70S initiation complexes (ICs) and POST complexes in 50 mM Tris-OAc pH 7.0, 100 mM KCl, 5 mM NH 4 OAc, 0.5 mM Ca(OAc) 2 , 0.1 mM EDTA, 10 mM 2-mercaptoethanol, 5 mM putrescine dihydrochloride, and 1 mM spermidine (Tris-Polymix Buffer). Preparation of 70S ICs involved the following steps. First, 15 pmol of 30S, 27 pmol of IF1, 27 pmol of IF2, 27 pmol of IF3, 18 nmol of GTP, and 25 pmol of biotin-mRNA were incubated in 7 µL of Tris-Polymix Buffer at 5 mM Mg(OAc) 2 for 10 min at 37 °C. Then 20 pmol of fMet-tRNA fMet in 2 µL of 10 mM KOAc pH 5 and 10 pmol of bL9(Cy3)-labeled and uL1(Cy5)-labeled 50S subunits in 1 µL of Reconstitution Buffer (20 mM Tris-HCl pH 7.8, 8 mM Mg(OAc) 2 , 150 mM NH 4 Cl, 0.2 mM EDTA, and 5 mM 2-mercaptoethanol) were sequentially added to the mixture and the reaction was incubated for 10 min at 37 °C after each subsequent addition.
Separately, EF-Tu, GTP, and aa-tRNA ProL ternary complexes (TCs) were prepared as follows. First, 300 pmol of EF-Tu and 200 pmol of EF-Ts, supplemented with GTP Charging Components (1 mM GTP, 3 mM phosphoenolpyruvate, 2 units/mL pyruvate kinase), were incubated in 8 µL of Tris-Polymix Buffer with 5 mM Mg(OAc) 2 for 1 min at 37 °C. Next, the reaction was mixed with 30 pmol of aa-tRNA ProL in 2 µL of 25 mM NaOAc pH 5 and incubated for 1 min at 37 °C. The final 10 µL of TC was stored on ice until used for POST complex formation. A solution of GTP-bound EF-G was formed by incubating 120 pmol EF-G, supplemented with GTP Charging Components, in 5 µL of Tris-Polymix Buffer with 5 mM Mg(OAc) 2 for 2 min at room temperature. The POST complex was then assembled by incubating a mixture of 10 µL of the 70S IC, 10 µL of the TC, and 2.5 µL the GTP-bound EF-G solution for 5 min at room temperature. The POST complex reaction was adjusted to 100 µL with Tris-Polymix Buffer containing 20 mM Mg(OAc) 2 , loaded onto a 10–40% (w/v) sucrose gradient prepared in Tris-Polymix Buffer with 20 mM Mg(OAc) 2, and purified via sucrose density gradient ultracentrifugation. Purified POST complexes were aliquoted, flash-frozen in liquid nitrogen, and stored at –80 °C.
POST– complexes were prepared immediately before use in smFRET experiments by incubating a mixture of 3 µL of POST complex, 2 µL of 10 mM puromycin solution, and 15 µL of Tris-Polymix Buffer containing 15 mM Mg(OAc) 2 for 10 min at room temperature.
smFRET experiments and data analysis
Ribosomal complexes were tethered to the streptavidin-derivatized, polyethylene glycol (PEG) (Laysan Bio Cat # mPEG-SVA-5000-1G) and biotinylated-PEG-passivated surface (Laysan Bio Cat # Biotin-PEG-SVA-5000-1G) of a quartz microfluidic flow cell via a biotin-streptavidin-biotin bridge. Imaging was performed in Tris-Polymix Buffer supplemented with 15 mM Mg(OAc) 2 , an Oxygen-Scavenging System (2.5 mM protocatechuic acid pH 9 (Sigma-Aldrich Cat # 37580-25G-F) and 250 nM protocatechuate-3,4-dioxygenase pH 7.8 (Sigma-Aldrich Cat # P8279-25UN), and a Triplet-State-Quencher Cocktail (1 mM 1,3,5,7-cyclooctatetraene (Sigma-Aldrich Cat # 138924-1 G) and 1 mM 3-nitrobenzyl alcohol (Sigma-Aldrich Cat # 73148-5 G). POST– complexes were imaged at single-molecule resolution using a wide-field, prism-based total internal reflection fluorescence (TIRF) microscope. The Cy3 fluorophore was excited using a 532-nm, diode-pumped, solid-state laser (Laser Quantum) at a power of 18 mW, as measured at the prism, and the fluorescence emissions from both Cy3 and Cy5 were collected using a 1.2 numerical aperture, 60×, water-immersion objective (Nikon) and wavelength separated using a two-channel, simultaneous-imaging system (Dual View TM , Optical Insights LLC). The Cy3 and Cy5 fluorescence emissions were imaged by recording a movie of the TIRF microscope field-of-view at an acquisition rate of 100 ms/frame using a 1024 × 1024 pixel, back-illuminated electron-multiplying charge-coupled-device (EMCCD) camera (Andor iXon Ultra 888) operating with 2 × 2 pixel binning controlled by software µManager 1.4. Each movie contained 600 frames because this 60-s time period was long enough to ensure that the majority of the Cy3 or Cy5 fluorophores in the field-of-view photobleached during the experiment, allowing for facile bleed-through and background corrections of the resulting trajectories (see below).
Image analysis for each movie was executed using the vbSCOPE custom Python code found in the Gonzalez Group’s GitHub repository ( https://github.com/GonzalezBiophysicsLab/ vbscope-paper) 70 and applying it as previously described 4 , 71 . Specifically, for each movie, fluorophore locations were identified, Cy3 and Cy5 imaging channels were aligned, and Cy3- and Cy5 fluorescence intensity vs . time trajectories were generated. The fluorescence intensity for Cy5 was corrected for Cy3 bleed-through by subtracting 5% of the fluorescence intensity for Cy3, and the Cy3 and Cy5 fluorescence intensities were baseline corrected using the EMCCD signal detected post-photobleaching. Only Cy3 and Cy5 fluorescence intensity vs . time trajectories in which the Cy3 and Cy5 fluorescence intensities were anti-correlated, as expected for FRET, and the Cy3 fluorescence intensity underwent a single-step Cy3 photobleaching event, as expected for imaging of an individual ribosomal complex, were used for further analyses. The E FRET value at each time point for each trajectory was calculated using E FRET = I Cy5 /(I Cy5 + I Cy3 ), where I Cy3 and I Cy5 are baseline-corrected Cy3 and bleed-through-and baseline-corrected Cy5 fluorescence intensities. E FRET values were then used to plot E FRET vs. time trajectories corresponding to each pair of Cy3- and Cy5 fluorescence intensity vs . time trajectories.
The Viterbi paths, fractional populations of GS1 and GS2 (% GS1 and % GS2, respectively), the rates of transitions between GS1 and GS2 ( k GS1→GS2 and k GS2→GS1 ), and the corresponding equilibrium constant ( K eq ) (Supplementary Table S1 ), were then obtained using the vbFRET software program 72 . Specifically, we began by modeling the raw E FRET vs . time trajectories using a Bayesian-estimated hidden Markov model (HMM). Information on the default vbFRET priors that were used for the Bayesian-based estimation is detailed in our previous work describing vbFRET 72 . Using the modeled data, the Viterbi algorithm could be used to determine the most probable path ( i.e ., the Viterbi path) through GS1, GS2, and the photobleached state for each E FRET vs . time trajectory. In addition, for each excursion to GS1, we extracted the dwell time spent in GS1 before transitioning to GS2, and for each excursion to GS2, we extracted the dwell time in GS2 before transitioning to GS1. % GS1 or % GS2 were then calculated by dividing the number of E FRET data points in GS1 or GS2, respectively, by the total number of E FRET data points and multiplying by 100. k GS1→GS2 s and k GS2→GS1 s were calculated by using the distribution of dwell times in GS1 or GS2 to build plots of the survival probability in GS1 or GS2, respectively. The average lifetimes in GS1 or GS2 (t GS1,obs or t GS2,obs , respectively) were determined from the decay constants obtained from single exponential decay fits to the GS1 or GS2 survival probability plots, respectively. k GS1→GS2 and k GS2→GS1 were determined using: 1 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${k}_{{GS}1\to {GS}2}=\frac{1}{{t}_{{GS}1,{obs}}}-\frac{1}{{t}_{{GS}1,{Photobleaching}}}-\frac{1}{T}$$\end{document} k G S 1 → G S 2 = 1 t G S 1 , o b s − 1 t G S 1 , P h o t o b l e a c h i n g − 1 T 2 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${k}_{{GS}2\to {GS}1}=\frac{1}{{t}_{{GS}2,{obs}}}-\frac{1}{{t}_{{GS}2,{Photobleaching}}}-\frac{1}{T}$$\end{document} k G S 2 → G S 1 = 1 t G S 2 , o b s − 1 t G S 2 , P h o t o b l e a c h i n g − 1 T where t Photobleaching , the lifetime of the E FRET signal prior to photobleaching of either fluorophore, and T, the total observation time, are corrections for the premature truncation of E FRET vs . time trajectories arising from either Cy3 or Cy5 photobleaching or by the finite length of our observation time, respectively 73 . Finally, K eq s were calculated using the kinetic definition of the equilibrium constant, K eq = k GS1→GS2 / k GS2→GS1 . As expected, the kinetically defined K eq s are in very close agreement with the thermodynamically defined K eq s ( K eq,thermo = (% GS2)/(% GS1)).
Purification of ribosomes, mRNA, and tRNAs for structural studies
E. coli MRE600 70S ribosomes were purified as previously described 74 . mRNAs were chemically synthesized by IDT or in vitro transcribed and were designed to place an AUG in the E site; a proline CCC-C slippery codon in the P site, depending on the reading frame; and a GUU valine codon in the +1 reading frame in the A site (Table S5 ). Unmodified tRNA ProL transcripts were made by in vitro transcription 34 . Lys-tRNA ProL is a nonhydrolyzable aa-tRNA prepared by 3’-amino tailing of tRNA ProL transcript using CCA-adding enzyme, followed by flexizyme charging with lysine 47 .
Cryo-EM complex formation, data collection, data processing, and modeling
Ribosome complexes were generated nonenzymatically by sequentially incubating E. coli 70S (0.5 µM), mRNA (1 µM), and 2.5 µM tRNA ProL (2.5 µM) (aminoacylated or deacylated) for 5 min each at 37 °C in ribosome buffer (10 mM HEPES-KOH pH 7.6, 10 mM MgCl 2 , 100 mM NH 4 Cl, and 6 mM β-mercaptoethanol) (Table S3 , 4 ). For the unmodified tRNA ProL + tRNA Val dataset, 2.5 µM deacylated tRNA Val was incubated for an additional 5 min incubation 2 . Three µL of the complex was applied to glow-discharged C-flat Au 1.2/1.3 300 mesh grids (Electron Microscopy Science Cat # CF313-100-Au) at 100% humidity, blotted for 3 s before vitrification in liquid ethane by a Vitrobot Mark IV (Thermo Fisher Scientific), and stored in liquid nitrogen.
Both datasets were collected at the National Center for Cryo-EM Access and Training (NCCAT) using an FEI Krios 300 kV with the Gatan K3 imaging system with a 30 eV slit energy filter. The aa-tRNA ProL dataset was collected with the following parameters: 4467 micrographs of 50 frames, 1.069 Å pixel size, −0.6 to 2.5 µm defocus range, 56.07 e - /Å 2 total dose rate, and 2.5 s exposure. The tRNA ProL + tRNA Val dataset was collected with the same setup and the following parameters: 10,949 micrographs, a −0.6 to 2.7 µm defocus range, and 61.23 e - /Å 2 total dose rate.
All datasets were processed using RELION 3.0 and 3.1 75 (Figs. S2 and S7 ). Pre-processing was done using MotionCor2 76 and either CTFFIND4 77 or Gctf 78 . Ribosome particles were picked using template-free Laplacian-of-Gaussian autopicking followed by 2D classifications to discard non-ribosome particles. Ribosome classes with ligands bound were obtained from rounds of 3D classification using either a previous E. coli 70S or de novo initial model as a reference map, and masks around regions of interest (e.g., tRNA binding sites) for focused mask classifications. These classes were refined into 3D constructions, then post-processed in RELION 75 and autosharpened in Phenix 79 . Maps were examined in Coot, Chimera, and ChimeraX 80 , 81 . Local resolution maps were generated using ResMap 82 in RELION 75 .
For modeling, 70S E. coli ribosome PDB code 6OM6 was used as the starting model for classes containing an unrotated 70S 83 . For the rotated 70S classes, PDB code 7SSW 84 was used for 70S classes containing e*/E-tRNA ProL , and PDB code 6GXO 85 was used for 70S classes containing P/E-tRNA ProL . Coordinates for tRNA Val and tRNA ProK are from PDB code 1VY4 86 . Models were docked into the cryo-EM maps in Chimera, then real-space refined in Phenix 87 . Final models were obtained from iterative rounds of model building in Coot and refinements in Phenix 80 , 87 . Figures were made in ChimeraX 81 .
RADtool ribosome movement calculation
To determine the degree of 30S head swivel and tilting, the RADTool program was used 88 . The locations of 16S rRNA nucleotides 940, 984, and 1106 in the 30S body were compared because these nucleotides fluctuate less than 1 Å between different rotational states.
Reporting summary
Further information on research design is available in the Nature Portfolio Reporting Summary linked to this article.
Supplementary information
Supplementary Information Reporting Summary Transparent Peer Review file
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Supplementary information
The online version contains supplementary material available at 10.1038/s41467-025-62342-4.
Acknowledgements
This work was supported by the NIH R01 GM093278 and R35 GM156629 (to C.M.D.), R01 GM119386 and R35 GM153724 (to R.L.G., Jr.), and R35 GM134931 (to Y-M.H.)) and by the NSF (CHE 1808711 to C.M.D.). HL was supported by a Charles H. Revson Foundation Postdoctoral Fellowship in Biomedical Science 19-24. Initial screening was performed at the Emory University Robert P. Apkarian Integrated Electron Microscopy Core, under the supervision of Dr. Ricardo Guerrero-Ferreira. Cryo-EM datasets were collected at the National Center for Cryo-EM Access and Training (NCCAT) and the Simons Electron Microscopy Center located at the New York Structural Biology Center. These centers are supported by the NIH Common Fund Transformative High Resolution Cryo-Electron Microscopy program (U24 GM129539) and by grants from the Simons Foundation (SF349247) and NY State Assembly. We thank Dunham lab members Pooja Srinivas and Tiffany Trieu for providing comments on the manuscript.
Author contributions
All authors (E.M.K., H.A.N., H.L., J.M.M., N.A.B., W.N., H.G., Y-M.H., R.L.G.,Jr. and C.M.D.) contributed to the designed research; E.M.K., H.A.N., H.L., J.M.M., N.A.B., W.N. and H.G. performed the research; and E.M.K., H.A.N., H.L., N.A.B. and W.N. analyzed the data; and all authors (E.M.K., H.A.N., H.L., J.M.M., N.A.B., W.N., H.G., Y-M.H., R.L.G.,Jr. and C.M.D.) contributed to the writing of the paper.
Peer review
Peer review information
Nature Communications thanks the anonymous reviewers for their contribution to the peer review of this work. A peer review file is available.
Data availability
All of the analyzed smFRET data generated in this study are available in the Article and its Supplementary Information. The large, raw video files are available on request from the corresponding author (Gonzalez). The cryo-EM data generated in this study have been deposited in the PDB and Electron Microscopy Data Bank (EMSD) database under accession codes 8UTJ and EMD-42541 (10.2210/pdb8UTJ/pdb); PDB code 8URM and EMD-42495 (10.2210/pdb8URM/pdb); PDB code 8UXB and EMD-42721 (10.2210/pdb8UXB/pdb); PDB code 8UX8 and EMD-42714 (10.2210/pdb8UX8/pdb); PDB code 8V03 and EMD-42852 (10.2210/pdb8V03/pdb); PDB code 8UZG and EMD-42840 (10.2210/pdb8UZG/pdb).
Competing interests
The authors declare no competing interests.
References
1. Bjork GR Wikstrom PM Bystrom AS Prevention of translational frameshifting by the modified nucleoside 1-methylguanosine Science 1989 244 986 989 2471265 10.1126/science.2471265 Bjork, G. R., Wikstrom, P. M. & Bystrom, A. S. Prevention of translational frameshifting by the modified nucleoside 1-methylguanosine. Science 244 , 986–989 (1989). 2471265 10.1126/science.2471265
2. Urbonavicius J Qian Q Durand JM Hagervall TG Bjork GR Improvement of reading frame maintenance is a common function for several tRNA modifications EMBO J. 2001 20 4863 4873 11532950 10.1093/emboj/20.17.4863 PMC125605 Urbonavicius, J., Qian, Q., Durand, J. M., Hagervall, T. G. & Bjork, G. R. Improvement of reading frame maintenance is a common function for several tRNA modifications. EMBO J. 20 , 4863–4873 (2001). 11532950 10.1093/emboj/20.17.4863 PMC125605
3. Gamper HB Masuda I Frenkel-Morgenstern M Hou YM Maintenance of protein synthesis reading frame by EF-P and m(1)G37-tRNA Nat. Commun. 2015 6 7226 26009254 10.1038/ncomms8226 PMC4445466 Gamper, H. B., Masuda, I., Frenkel-Morgenstern, M. & Hou, Y. M. Maintenance of protein synthesis reading frame by EF-P and m(1)G37-tRNA. Nat. Commun. 6 , 7226 (2015). 26009254 10.1038/ncomms8226 PMC4445466
4. Gamper H Insights into genome recoding from the mechanism of a classic +1-frameshifting tRNA Nat. Commun. 2021 12 328 33436566 10.1038/s41467-020-20373-z PMC7803779 Gamper, H. et al. Insights into genome recoding from the mechanism of a classic +1-frameshifting tRNA. Nat. Commun. 12 , 328 (2021). 33436566 10.1038/s41467-020-20373-z PMC7803779
5. Atkins JF Gesteland RF Reid BR Anderson CW Normal tRNAs promote ribosomal frameshifting Cell 1979 18 1119 1131 391405 10.1016/0092-8674(79)90225-3 Atkins, J. F., Gesteland, R. F., Reid, B. R. & Anderson, C. W. Normal tRNAs promote ribosomal frameshifting. Cell 18 , 1119–1131 (1979). 391405 10.1016/0092-8674(79)90225-3
6. Smith AM Costello MS Kettring AH Wingo RJ Moore SD Ribosome collisions alter frameshifting at translational reprogramming motifs in bacterial mRNAs Proc. Natl. Acad. Sci. USA 2019 116 21769 21779 31591196 10.1073/pnas.1910613116 PMC6815119 Smith, A. M., Costello, M. S., Kettring, A. H., Wingo, R. J. & Moore, S. D. Ribosome collisions alter frameshifting at translational reprogramming motifs in bacterial mRNAs. Proc. Natl. Acad. Sci. USA 116 , 21769–21779 (2019). 31591196 10.1073/pnas.1910613116 PMC6815119
7. Masuda I tRNA methylation resolves codon usage bias at the limit of cell viability Cell Rep. 2022 41 111539 36288695 10.1016/j.celrep.2022.111539 PMC9643105 Masuda, I. et al. tRNA methylation resolves codon usage bias at the limit of cell viability. Cell Rep. 41 , 111539 (2022). 36288695 10.1016/j.celrep.2022.111539 PMC9643105
8. Hou YM Masuda I Gamper H Codon-Specific Translation by m(1)G37 Methylation of tRNA Front Genet 2018 9 713 30687389 10.3389/fgene.2018.00713 PMC6335274 Hou, Y. M., Masuda, I. & Gamper, H. Codon-Specific Translation by m(1)G37 Methylation of tRNA. Front Genet . 9 , 713 (2018). 30687389 10.3389/fgene.2018.00713 PMC6335274
9. Farabaugh PJ Programmed translational frameshifting Annu. Rev. Genet. 1996 30 507 528 8982463 10.1146/annurev.genet.30.1.507 Farabaugh, P. J. Programmed translational frameshifting. Annu. Rev. Genet. 30 , 507–528 (1996). 8982463 10.1146/annurev.genet.30.1.507
10. Dinman JD Control of gene expression by translational recoding Adv. Protein Chem. Struct. Biol. 2012 86 129 149 22243583 10.1016/B978-0-12-386497-0.00004-9 PMC7149833 Dinman, J. D. Control of gene expression by translational recoding. Adv. Protein Chem. Struct. Biol. 86 , 129–149 (2012). 22243583 10.1016/B978-0-12-386497-0.00004-9 PMC7149833
11. Dunkle JA Dunham CM Mechanisms of mRNA frame maintenance and its subversion during translation of the genetic code Biochimie 2015 114 90 96 25708857 10.1016/j.biochi.2015.02.007 PMC4458409 Dunkle, J. A. & Dunham, C. M. Mechanisms of mRNA frame maintenance and its subversion during translation of the genetic code. Biochimie 114 , 90–96 (2015). 25708857 10.1016/j.biochi.2015.02.007 PMC4458409
12. Craigen WJ Cook RG Tate WP Caskey CT Bacterial peptide chain release factors: conserved primary structure and possible frameshift regulation of release factor 2 Proc. Natl. Acad. Sci. USA 1985 82 3616 3620 3889910 10.1073/pnas.82.11.3616 PMC397836 Craigen, W. J., Cook, R. G., Tate, W. P. & Caskey, C. T. Bacterial peptide chain release factors: conserved primary structure and possible frameshift regulation of release factor 2. Proc. Natl. Acad. Sci. USA 82 , 3616–3620 (1985). 3889910 10.1073/pnas.82.11.3616 PMC397836
13. Baranov PV Gesteland RF Atkins JF Release factor 2 frameshifting sites in different bacteria EMBO Rep. 2002 3 373 377 11897659 10.1093/embo-reports/kvf065 PMC1084053 Baranov, P. V., Gesteland, R. F. & Atkins, J. F. Release factor 2 frameshifting sites in different bacteria. EMBO Rep. 3 , 373–377 (2002). 11897659 10.1093/embo-reports/kvf065 PMC1084053
14. Gao W Jakubowski H Goldman E Evidence that uncharged tRNA can inhibit a programmed translational frameshift in Escherichia coli J. Mol. Biol. 1995 251 210 216 7643397 10.1006/jmbi.1995.0428 Gao, W., Jakubowski, H. & Goldman, E. Evidence that uncharged tRNA can inhibit a programmed translational frameshift in Escherichia coli. J. Mol. Biol. 251 , 210–216 (1995). 7643397 10.1006/jmbi.1995.0428
15. van Weringh A HIV-1 modulates the tRNA pool to improve translation efficiency Mol. Biol. Evol. 2011 28 1827 1834 21216840 10.1093/molbev/msr005 PMC3098512 van Weringh, A. et al. HIV-1 modulates the tRNA pool to improve translation efficiency. Mol. Biol. Evol. 28 , 1827–1834 (2011). 21216840 10.1093/molbev/msr005 PMC3098512
16. Girstmair H Depletion of cognate charged transfer RNA causes translational frameshifting within the expanded CAG stretch in huntingtin Cell Rep. 2013 3 148 159 23352662 10.1016/j.celrep.2012.12.019 Girstmair, H. et al. Depletion of cognate charged transfer RNA causes translational frameshifting within the expanded CAG stretch in huntingtin. Cell Rep. 3 , 148–159 (2013). 23352662 10.1016/j.celrep.2012.12.019
17. Atkins, J. F. Loughran, G. Bhatt, P. R. Firth, A. E. Baranov, P. V. Ribosomal frameshifting and transcriptional slippage: from genetic steganography and cryptography to adventitious use. Nucleic Acids Res . 44 , 7007–7078 (2016). 10.1093/nar/gkw530 PMC5009743 27436286
18. Caliskan N Conditional Switch between Frameshifting Regimes upon Translation of dnaX mRNA Mol. Cell 2017 66 558 567.e554 28525745 10.1016/j.molcel.2017.04.023 Caliskan, N. et al. Conditional Switch between Frameshifting Regimes upon Translation of dnaX mRNA. Mol. Cell 66 , 558–567.e554 (2017). 28525745 10.1016/j.molcel.2017.04.023
19. Korniy N Modulation of HIV-1 Gag/Gag-Pol frameshifting by tRNA abundance Nucleic Acids Res. 2019 47 5210 5222 30968122 10.1093/nar/gkz202 PMC6547452 Korniy, N. et al. Modulation of HIV-1 Gag/Gag-Pol frameshifting by tRNA abundance. Nucleic Acids Res. 47 , 5210–5222 (2019). 30968122 10.1093/nar/gkz202 PMC6547452
20. Agris PF Celebrating wobble decoding: half a century and still much is new RNA Biol. 2018 15 537 553 28812932 10.1080/15476286.2017.1356562 PMC6103715 Agris, P. F. et al. Celebrating wobble decoding: half a century and still much is new. RNA Biol. 15 , 537–553 (2018). 28812932 10.1080/15476286.2017.1356562 PMC6103715
21. de Crecy-Lagard V Jaroch M Functions of bacterial tRNA modifications: from ubiquity to diversity Trends Microbiol. 2021 29 41 53 32718697 10.1016/j.tim.2020.06.010 PMC8865055 de Crecy-Lagard, V. & Jaroch, M. Functions of bacterial tRNA modifications: from ubiquity to diversity. Trends Microbiol. 29 , 41–53 (2021). 32718697 10.1016/j.tim.2020.06.010 PMC8865055
22. Boccaletto P MODOMICS: a database of RNA modification pathways. 2017 update Nucleic Acids Res. 2018 46 D303 D307 29106616 10.1093/nar/gkx1030 PMC5753262 Boccaletto, P. et al. MODOMICS: a database of RNA modification pathways. 2017 update. Nucleic Acids Res. 46 , D303–D307 (2018). 29106616 10.1093/nar/gkx1030 PMC5753262
23. Sundaram M Durant PC Davis DR Hypermodified nucleosides in the anticodon of tRNA(Lys) stabilize a canonical U-turn structure Biochemistry 2000 39 15652 11112554 10.1021/bi005120y Sundaram, M., Durant, P. C. & Davis, D. R. Hypermodified nucleosides in the anticodon of tRNA(Lys) stabilize a canonical U-turn structure. Biochemistry 39 , 15652 (2000). 11112554 10.1021/bi005120y
24. Murphy FVT Ramakrishnan V Malkiewicz A Agris PF The role of modifications in codon discrimination by tRNA(Lys)UUU Nat. Struct. Mol. Biol. 2004 11 1186 1191 15558052 10.1038/nsmb861 Murphy, F. V. T., Ramakrishnan, V., Malkiewicz, A. & Agris, P. F. The role of modifications in codon discrimination by tRNA(Lys)UUU. Nat. Struct. Mol. Biol. 11 , 1186–1191 (2004). 15558052 10.1038/nsmb861
25. Machnicka MA Olchowik A Grosjean H Bujnicki JM Distribution and frequencies of post-transcriptional modifications in tRNAs RNA Biol. 2014 11 1619 1629 25611331 10.4161/15476286.2014.992273 PMC4615829 Machnicka, M. A., Olchowik, A., Grosjean, H. & Bujnicki, J. M. Distribution and frequencies of post-transcriptional modifications in tRNAs. RNA Biol. 11 , 1619–1629 (2014). 25611331 10.4161/15476286.2014.992273 PMC4615829
26. Nguyen HA Hoffer ED Dunham CM Importance of a tRNA anticodon loop modification and a conserved, noncanonical anticodon stem pairing in tRNACGGProfor decoding J. Biol. Chem. 2019 294 5281 5291 30782843 10.1074/jbc.RA119.007410 PMC6462517 Nguyen, H. A., Hoffer, E. D. & Dunham, C. M. Importance of a tRNA anticodon loop modification and a conserved, noncanonical anticodon stem pairing in tRNACGGProfor decoding. J. Biol. Chem. 294 , 5281–5291 (2019). 30782843 10.1074/jbc.RA119.007410 PMC6462517
27. Hoffer E. D. et al. Structural insights into mRNA reading frame regulation by tRNA modification and slippery codon-anticodon pairing. Elife 9 , e51898 (2020). 10.7554/eLife.51898 PMC7577736 33016876
28. Bystrom AS Bjork GR Chromosomal location and cloning of the gene (trmD) responsible for the synthesis of tRNA (m1G) methyltransferase in Escherichia coli K-12 Mol. Gen. Genet. 1982 188 440 446 6298573 10.1007/BF00330046 Bystrom, A. S. & Bjork, G. R. Chromosomal location and cloning of the gene (trmD) responsible for the synthesis of tRNA (m1G) methyltransferase in Escherichia coli K-12. Mol. Gen. Genet. 188 , 440–446 (1982). 6298573 10.1007/BF00330046
29. Subramanian M Srinivasan T Sudarsanam D Examining the Gm18 and m(1)G Modification Positions in tRNA Sequences Genomics Inf. 2014 12 71 75 10.5808/GI.2014.12.2.71 PMC4099351 25031570 Subramanian, M., Srinivasan, T. & Sudarsanam, D. Examining the Gm18 and m(1)G Modification Positions in tRNA Sequences. Genomics Inf. 12 , 71–75 (2014). 10.5808/GI.2014.12.2.71 PMC4099351 25031570
30. Hagervall TG Tuohy TM Atkins JF Bjork GR Deficiency of 1-methylguanosine in tRNA from Salmonella typhimurium induces frameshifting by quadruplet translocation J. Mol. Biol. 1993 232 756 765 7689113 10.1006/jmbi.1993.1429 Hagervall, T. G., Tuohy, T. M., Atkins, J. F. & Bjork, G. R. Deficiency of 1-methylguanosine in tRNA from Salmonella typhimurium induces frameshifting by quadruplet translocation. J. Mol. Biol. 232 , 756–765 (1993). 7689113 10.1006/jmbi.1993.1429
31. Clifton BE Fariz MA Uechi GI Laurino P Evolutionary repair reveals an unexpected role of the tRNA modification m1G37 in aminoacylation Nucleic Acids Res. 2021 49 12467 12485 34761260 10.1093/nar/gkab1067 PMC8643618 Clifton, B. E., Fariz, M. A., Uechi, G. I. & Laurino, P. Evolutionary repair reveals an unexpected role of the tRNA modification m1G37 in aminoacylation. Nucleic Acids Res. 49 , 12467–12485 (2021). 34761260 10.1093/nar/gkab1067 PMC8643618
32. Masuda, I. et al. Loss of N(1)-methylation of G37 in tRNA induces ribosome stalling and reprograms gene expression. Elife 10 , e70619 (2021). 10.7554/eLife.70619 PMC8384417 34382933
33. O’Connor M Imbalance of tRNA(Pro) isoacceptors induces +1 frameshifting at near-cognate codons Nucleic Acids Res. 2002 30 759 765 11809889 10.1093/nar/30.3.759 PMC100296 O’Connor, M. Imbalance of tRNA(Pro) isoacceptors induces +1 frameshifting at near-cognate codons. Nucleic Acids Res. 30 , 759–765 (2002). 11809889 10.1093/nar/30.3.759 PMC100296
34. Gamper H Twice exploration of tRNA +1 frameshifting in an elongation cycle of protein synthesis Nucleic Acids Res. 2021 49 10046 10060 34417618 10.1093/nar/gkab734 PMC8464047 Gamper, H. et al. Twice exploration of tRNA +1 frameshifting in an elongation cycle of protein synthesis. Nucleic Acids Res. 49 , 10046–10060 (2021). 34417618 10.1093/nar/gkab734 PMC8464047
35. Gamper HB Masuda I Frenkel-Morgenstern M Hou YM The UGG isoacceptor of tRNAPro is naturally prone to frameshifts Int J. Mol. Sci. 2015 16 14866 14883 26140378 10.3390/ijms160714866 PMC4519876 Gamper, H. B., Masuda, I., Frenkel-Morgenstern, M. & Hou, Y. M. The UGG isoacceptor of tRNAPro is naturally prone to frameshifts. Int J. Mol. Sci. 16 , 14866–14883 (2015). 26140378 10.3390/ijms160714866 PMC4519876
36. Masuda I Selective terminal methylation of a tRNA wobble base Nucleic Acids Res. 2018 46 e37 29361055 10.1093/nar/gky013 PMC5909439 Masuda, I. et al. Selective terminal methylation of a tRNA wobble base. Nucleic Acids Res. 46 , e37 (2018). 29361055 10.1093/nar/gky013 PMC5909439
37. Yourno J Externally suppressible +1 “glycine” frameshift: possible quadruplet isomers for glycine and proline Nat. N. Biol. 1972 239 219 221 10.1038/newbio239219a0 4507739 Yourno, J. Externally suppressible +1 “glycine” frameshift: possible quadruplet isomers for glycine and proline. Nat. N. Biol. 239 , 219–221 (1972). 10.1038/newbio239219a0 4507739
38. Riddle DL Carbon J Frameshift suppression: a nucleotide addition in the anticodon of a glycine transfer RNA Nat. N. Biol. 1973 242 230 234 10.1038/newbio242230a0 4573868 Riddle, D. L. & Carbon, J. Frameshift suppression: a nucleotide addition in the anticodon of a glycine transfer RNA. Nat. N. Biol. 242 , 230–234 (1973). 10.1038/newbio242230a0 4573868
39. Curran JF Yarus M Reading frame selection and transfer RNA anticodon loop stacking Science 1987 238 1545 1550 3685992 10.1126/science.3685992 Curran, J. F. & Yarus, M. Reading frame selection and transfer RNA anticodon loop stacking. Science 238 , 1545–1550 (1987). 3685992 10.1126/science.3685992
40. Magliery TJ Anderson JC Schultz PG Expanding the genetic code: selection of efficient suppressors of four-base codons and identification of “shifty” four-base codons with a library approach in Escherichia coli J. Mol. Biol. 2001 307 755 769 11273699 10.1006/jmbi.2001.4518 PMC7125544 Magliery, T. J., Anderson, J. C. & Schultz, P. G. Expanding the genetic code: selection of efficient suppressors of four-base codons and identification of “shifty” four-base codons with a library approach in Escherichia coli. J. Mol. Biol. 307 , 755–769 (2001). 11273699 10.1006/jmbi.2001.4518 PMC7125544
41. Fei J Richard AC Bronson JE Gonzalez RL Jr. Transfer RNA-mediated regulation of ribosome dynamics during protein synthesis Nat. Struct. Mol. Biol. 2011 18 1043 1051 21857664 10.1038/nsmb.2098 PMC3167956 Fei, J., Richard, A. C., Bronson, J. E. & Gonzalez, R. L. Jr. Transfer RNA-mediated regulation of ribosome dynamics during protein synthesis. Nat. Struct. Mol. Biol. 18 , 1043–1051 (2011). 21857664 10.1038/nsmb.2098 PMC3167956
42. Fei J Kosuri P MacDougall DD Gonzalez RL Jr. Coupling of ribosomal L1 stalk and tRNA dynamics during translation elongation Mol. Cell 2008 30 348 359 18471980 10.1016/j.molcel.2008.03.012 Fei, J., Kosuri, P., MacDougall, D. D. & Gonzalez, R. L. Jr. Coupling of ribosomal L1 stalk and tRNA dynamics during translation elongation. Mol. Cell 30 , 348–359 (2008). 18471980 10.1016/j.molcel.2008.03.012
43. Fei J Allosteric collaboration between elongation factor G and the ribosomal L1 stalk directs tRNA movements during translation Proc. Natl. Acad. Sci. USA 2009 106 15702 15707 19717422 10.1073/pnas.0908077106 PMC2747183 Fei, J. et al. Allosteric collaboration between elongation factor G and the ribosomal L1 stalk directs tRNA movements during translation. Proc. Natl. Acad. Sci. USA 106 , 15702–15707 (2009). 19717422 10.1073/pnas.0908077106 PMC2747183
44. Ban N A new system for naming ribosomal proteins Curr. Opin. Struct. Biol. 2014 24 165 169 24524803 10.1016/j.sbi.2014.01.002 PMC4358319 Ban, N. et al. A new system for naming ribosomal proteins. Curr. Opin. Struct. Biol. 24 , 165–169 (2014). 24524803 10.1016/j.sbi.2014.01.002 PMC4358319
45. Zhang W Dunkle JA Cate JH Structures of the ribosome in intermediate states of ratcheting Science 2009 325 1014 1017 19696352 10.1126/science.1175275 PMC2919209 Zhang, W., Dunkle, J. A. & Cate, J. H. Structures of the ribosome in intermediate states of ratcheting. Science 325 , 1014–1017 (2009). 19696352 10.1126/science.1175275 PMC2919209
46. Riddle DL Roth JR Frameshift suppressors. 3. Effects of suppressor mutations on transfer RNA J. Mol. Biol. 1972 66 495 506 4556577 10.1016/0022-2836(72)90429-9 Riddle, D. L. & Roth, J. R. Frameshift suppressors. 3. Effects of suppressor mutations on transfer RNA. J. Mol. Biol. 66 , 495–506 (1972). 4556577 10.1016/0022-2836(72)90429-9
47. Murakami H Ohta A Ashigai H Suga H A highly flexible tRNA acylation method for non-natural polypeptide synthesis Nat. Methods 2006 3 357 359 16628205 10.1038/nmeth877 Murakami, H., Ohta, A., Ashigai, H. & Suga, H. A highly flexible tRNA acylation method for non-natural polypeptide synthesis. Nat. Methods 3 , 357–359 (2006). 16628205 10.1038/nmeth877
48. Gamper H Hou YM tRNA 3’-amino-tailing for stable amino acid attachment RNA 2018 24 1878 1885 30217865 10.1261/rna.068015.118 PMC6239183 Gamper, H. & Hou, Y. M. tRNA 3’-amino-tailing for stable amino acid attachment. RNA 24 , 1878–1885 (2018). 30217865 10.1261/rna.068015.118 PMC6239183
49. Selmer M Structure of the 70S ribosome complexed with mRNA and tRNA Science 2006 313 1935 1942 16959973 10.1126/science.1131127 Selmer, M. et al. Structure of the 70S ribosome complexed with mRNA and tRNA. Science 313 , 1935–1942 (2006). 16959973 10.1126/science.1131127
50. Rheinberger HJ Sternbach H Nierhaus KH Three tRNA binding sites on Escherichia coli ribosomes Proc. Natl. Acad. Sci. USA 1981 78 5310 5314 7029532 10.1073/pnas.78.9.5310 PMC348734 Rheinberger, H. J., Sternbach, H. & Nierhaus, K. H. Three tRNA binding sites on Escherichia coli ribosomes. Proc. Natl. Acad. Sci. USA 78 , 5310–5314 (1981). 7029532 10.1073/pnas.78.9.5310 PMC348734
51. Lill R Robertson JM Wintermeyer W Affinities of tRNA binding sites of ribosomes from Escherichia coli Biochemistry 1986 25 3245 3255 3524675 10.1021/bi00359a025 Lill, R., Robertson, J. M. & Wintermeyer, W. Affinities of tRNA binding sites of ribosomes from Escherichia coli. Biochemistry 25 , 3245–3255 (1986). 3524675 10.1021/bi00359a025
52. Zhou J Lancaster L Donohue JP Noller HF Crystal structures of EF-G-ribosome complexes trapped in intermediate states of translocation Science 2013 340 1236086 23812722 10.1126/science.1236086 PMC3979973 Zhou, J., Lancaster, L., Donohue, J. P. & Noller, H. F. Crystal structures of EF-G-ribosome complexes trapped in intermediate states of translocation. Science 340 , 1236086 (2013). 23812722 10.1126/science.1236086 PMC3979973
53. Zhou J Lancaster L Donohue JP Noller HF How the ribosome hands the A-site tRNA to the P site during EF-G-catalyzed translocation Science 2014 345 1188 1191 25190797 10.1126/science.1255030 PMC4242719 Zhou, J., Lancaster, L., Donohue, J. P. & Noller, H. F. How the ribosome hands the A-site tRNA to the P site during EF-G-catalyzed translocation. Science 345 , 1188–1191 (2014). 25190797 10.1126/science.1255030 PMC4242719
54. Hong S Mechanism of tRNA-mediated +1 ribosomal frameshifting Proc. Natl. Acad. Sci. USA 2018 115 11226 11231 30262649 10.1073/pnas.1809319115 PMC6217423 Hong, S. et al. Mechanism of tRNA-mediated +1 ribosomal frameshifting. Proc. Natl. Acad. Sci. USA 115 , 11226–11231 (2018). 30262649 10.1073/pnas.1809319115 PMC6217423
55. Zhou J Lancaster L Donohue JP Noller HF Spontaneous ribosomal translocation of mRNA and tRNAs into a chimeric hybrid state Proc. Natl. Acad. Sci. USA 2019 116 7813 7818 30936299 10.1073/pnas.1901310116 PMC6475402 Zhou, J., Lancaster, L., Donohue, J. P. & Noller, H. F. Spontaneous ribosomal translocation of mRNA and tRNAs into a chimeric hybrid state. Proc. Natl. Acad. Sci. USA 116 , 7813–7818 (2019). 30936299 10.1073/pnas.1901310116 PMC6475402
56. Pierson WE Uniformity of peptide release is maintained by methylation of release factors Cell Rep. 2016 17 11 18 27681416 10.1016/j.celrep.2016.08.085 PMC5079439 Pierson, W. E. et al. Uniformity of peptide release is maintained by methylation of release factors. Cell Rep. 17 , 11–18 (2016). 27681416 10.1016/j.celrep.2016.08.085 PMC5079439
57. Huter P Structural basis for polyproline-mediated ribosome stalling and rescue by the translation elongation factor EF-P Mol. Cell 2017 68 515 527.e516 29100052 10.1016/j.molcel.2017.10.014 Huter, P. et al. Structural basis for polyproline-mediated ribosome stalling and rescue by the translation elongation factor EF-P. Mol. Cell 68 , 515–527.e516 (2017). 29100052 10.1016/j.molcel.2017.10.014
58. Demo G Structural basis for +1 ribosomal frameshifting during EF-G-catalyzed translocation Nat. Commun. 2021 12 4644 34330903 10.1038/s41467-021-24911-1 PMC8324841 Demo, G. et al. Structural basis for +1 ribosomal frameshifting during EF-G-catalyzed translocation. Nat. Commun. 12 , 4644 (2021). 34330903 10.1038/s41467-021-24911-1 PMC8324841
59. Riyasaty S Atkins JF External suppression of a frameshift mutant in Salmonella J. Mol. Biol. 1968 34 541 557 4938557 10.1016/0022-2836(68)90179-4 Riyasaty, S. & Atkins, J. F. External suppression of a frameshift mutant in Salmonella. J. Mol. Biol. 34 , 541–557 (1968). 4938557 10.1016/0022-2836(68)90179-4
60. Prather NE Murgola EJ Mims BH Nucleotide insertion in the anticodon loop of a glycine transfer RNA causes missense suppression Proc. Natl. Acad. Sci. USA 1981 78 7408 7411 7038678 10.1073/pnas.78.12.7408 PMC349276 Prather, N. E., Murgola, E. J. & Mims, B. H. Nucleotide insertion in the anticodon loop of a glycine transfer RNA causes missense suppression. Proc. Natl. Acad. Sci. USA 78 , 7408–7411 (1981). 7038678 10.1073/pnas.78.12.7408 PMC349276
61. Cummins CM Donahue TF Culbertson MR Nucleotide sequence of the SUF2 frameshift suppressor gene of Saccharomyces cerevisiae Proc. Natl. Acad. Sci. USA 1982 79 3565 3569 7048310 10.1073/pnas.79.11.3565 PMC346462 Cummins, C. M., Donahue, T. F. & Culbertson, M. R. Nucleotide sequence of the SUF2 frameshift suppressor gene of Saccharomyces cerevisiae. Proc. Natl. Acad. Sci. USA 79 , 3565–3569 (1982). 7048310 10.1073/pnas.79.11.3565 PMC346462
62. Yarus M Translational efficiency of transfer RNA’s: uses of an extended anticodon Science 1982 218 646 652 6753149 10.1126/science.6753149 Yarus, M. Translational efficiency of transfer RNA’s: uses of an extended anticodon. Science 218 , 646–652 (1982). 6753149 10.1126/science.6753149
63. Gaber RF Culbertson MR Codon recognition during frameshift suppression in Saccharomyces cerevisiae Mol. Cell Biol. 1984 4 2052 2061 6390183 10.1128/mcb.4.10.2052-2061.1984 PMC369022 Gaber, R. F. & Culbertson, M. R. Codon recognition during frameshift suppression in Saccharomyces cerevisiae. Mol. Cell Biol. 4 , 2052–2061 (1984). 6390183 10.1128/mcb.4.10.2052-2061.1984 PMC369022
64. Moore B Persson BC Nelson CC Gesteland RF Atkins JF Quadruplet codons: implications for code expansion and the specification of translation step size J. Mol. Biol. 2000 298 195 209 10764591 10.1006/jmbi.2000.3658 Moore, B., Persson, B. C., Nelson, C. C., Gesteland, R. F. & Atkins, J. F. Quadruplet codons: implications for code expansion and the specification of translation step size. J. Mol. Biol. 298 , 195–209 (2000). 10764591 10.1006/jmbi.2000.3658
65. Anderson JC Magliery TJ Schultz PG Exploring the limits of codon and anticodon size Chem. Biol. 2002 9 237 244 11880038 10.1016/s1074-5521(02)00094-7 Anderson, J. C., Magliery, T. J. & Schultz, P. G. Exploring the limits of codon and anticodon size. Chem. Biol. 9 , 237–244 (2002). 11880038 10.1016/s1074-5521(02)00094-7
66. Siddika, T. Heinemann, I. U. Donoghue, P. O’. Expanding codon size. Elife 11 , e78869 (2022). 10.7554/eLife.78869 PMC9094744 35543705
67. Albers S Engineered tRNAs suppress nonsense mutations in cells and in vivo Nature 2023 618 842 848 37258671 10.1038/s41586-023-06133-1 PMC10284701 Albers, S. et al. Engineered tRNAs suppress nonsense mutations in cells and in vivo. Nature 618 , 842–848 (2023). 37258671 10.1038/s41586-023-06133-1 PMC10284701
68. Maehigashi T Ruangprasert A Miles SJ Dunham CM Molecular basis of ribosome recognition and mRNA hydrolysis by the E. coli YafQ toxin Nucleic Acids Res. 2015 43 8002 8012 26261214 10.1093/nar/gkv791 PMC4652777 Maehigashi, T., Ruangprasert, A., Miles, S. J. & Dunham, C. M. Molecular basis of ribosome recognition and mRNA hydrolysis by the E. coli YafQ toxin. Nucleic Acids Res. 43 , 8002–8012 (2015). 26261214 10.1093/nar/gkv791 PMC4652777
69. Fei J A highly purified, fluorescently labeled in vitro translation system for single-molecule studies of protein synthesis Methods Enzymol. 2010 472 221 259 20580967 10.1016/S0076-6879(10)72008-5 PMC4748369 Fei, J. et al. A highly purified, fluorescently labeled in vitro translation system for single-molecule studies of protein synthesis. Methods Enzymol. 472 , 221–259 (2010). 20580967 10.1016/S0076-6879(10)72008-5 PMC4748369
70. Verma, A. R. Ray, K. K. Bodick, M. Kinz-Thompson, C. D. Gonzalez, Jr., R. L. Increasing the accuracy of single-molecule data analysis using tMAVEN. Biophys J . 10.1101/2023.08.15.553409 (2024). 10.1016/j.bpj.2024.01.022 PMC11393709 38268189
71. Ray KK Entropic control of the free-energy landscape of an archetypal biomolecular machine Proc. Natl. Acad. Sci. USA 2023 120 e2220591120 37186858 10.1073/pnas.2220591120 PMC10214133 Ray, K. K. et al. Entropic control of the free-energy landscape of an archetypal biomolecular machine. Proc. Natl. Acad. Sci. USA 120 , e2220591120 (2023). 37186858 10.1073/pnas.2220591120 PMC10214133
72. Bronson JE Fei J Hofman JM Gonzalez RL Jr. Wiggins CH Learning rates and states from biophysical time series: a Bayesian approach to model selection and single-molecule FRET data Biophys. J. 2009 97 3196 3205 20006957 10.1016/j.bpj.2009.09.031 PMC2793368 Bronson, J. E., Fei, J., Hofman, J. M., Gonzalez, R. L. Jr. & Wiggins, C. H. Learning rates and states from biophysical time series: a Bayesian approach to model selection and single-molecule FRET data. Biophys. J. 97 , 3196–3205 (2009). 20006957 10.1016/j.bpj.2009.09.031 PMC2793368
73. Sternberg SH Fei J Prywes N McGrath KA Gonzalez RL Jr. Translation factors direct intrinsic ribosome dynamics during translation termination and ribosome recycling Nat. Struct. Mol. Biol. 2009 16 861 868 19597483 10.1038/nsmb.1622 PMC4748396 Sternberg, S. H., Fei, J., Prywes, N., McGrath, K. A. & Gonzalez, R. L. Jr. Translation factors direct intrinsic ribosome dynamics during translation termination and ribosome recycling. Nat. Struct. Mol. Biol. 16 , 861–868 (2009). 19597483 10.1038/nsmb.1622 PMC4748396
74. Zhang Y Hong S Ruangprasert A Skiniotis G Dunham CM Alternative mode of E-Site tRNA binding in the presence of a downstream mRNA stem loop at the entrance channel Structure 2018 26 437 445.e433 29456023 10.1016/j.str.2018.01.013 PMC5842130 Zhang, Y., Hong, S., Ruangprasert, A., Skiniotis, G. & Dunham, C. M. Alternative mode of E-Site tRNA binding in the presence of a downstream mRNA stem loop at the entrance channel. Structure 26 , 437–445.e433 (2018). 29456023 10.1016/j.str.2018.01.013 PMC5842130
75. Zivanov, J. et al. New tools for automated high-resolution cryo-EM structure determination in RELION-3. Elife 7 , e42166 (2018). 10.7554/eLife.42166 PMC6250425 30412051
76. Zheng SQ MotionCor2: anisotropic correction of beam-induced motion for improved cryo-electron microscopy Nat. Methods 2017 14 331 332 28250466 10.1038/nmeth.4193 PMC5494038 Zheng, S. Q. et al. MotionCor2: anisotropic correction of beam-induced motion for improved cryo-electron microscopy. Nat. Methods 14 , 331–332 (2017). 28250466 10.1038/nmeth.4193 PMC5494038
77. Rohou A Grigorieff N CTFFIND4: fast and accurate defocus estimation from electron micrographs J. Struct. Biol. 2015 192 216 221 26278980 10.1016/j.jsb.2015.08.008 PMC6760662 Rohou, A. & Grigorieff, N. CTFFIND4: fast and accurate defocus estimation from electron micrographs. J. Struct. Biol. 192 , 216–221 (2015). 26278980 10.1016/j.jsb.2015.08.008 PMC6760662
78. Zhang K Gctf: real-time CTF determination and correction J. Struct. Biol. 2016 193 1 12 26592709 10.1016/j.jsb.2015.11.003 PMC4711343 Zhang, K. Gctf: real-time CTF determination and correction. J. Struct. Biol. 193 , 1–12 (2016). 26592709 10.1016/j.jsb.2015.11.003 PMC4711343
79. Terwilliger TC Sobolev OV Afonine PV Adams PD Automated map sharpening by maximization of detail and connectivity Acta Crystallogr. D. Struct. Biol. 2018 74 545 559 29872005 10.1107/S2059798318004655 PMC6096490 Terwilliger, T. C., Sobolev, O. V., Afonine, P. V. & Adams, P. D. Automated map sharpening by maximization of detail and connectivity. Acta Crystallogr. D. Struct. Biol. 74 , 545–559 (2018). 29872005 10.1107/S2059798318004655 PMC6096490
80. Emsley P Lohkamp B Scott WG Cowtan K Features and development of Coot Acta Crystallogr D. Biol. Crystallogr 2010 66 486 501 20383002 10.1107/S0907444910007493 PMC2852313 Emsley, P., Lohkamp, B., Scott, W. G. & Cowtan, K. Features and development of Coot. Acta Crystallogr D. Biol. Crystallogr 66 , 486–501 (2010). 20383002 10.1107/S0907444910007493 PMC2852313
81. Pettersen EF UCSF ChimeraX: structure visualization for researchers, educators, and developers Protein Sci. 2021 30 70 82 32881101 10.1002/pro.3943 PMC7737788 Pettersen, E. F. et al. UCSF ChimeraX: structure visualization for researchers, educators, and developers. Protein Sci. 30 , 70–82 (2021). 32881101 10.1002/pro.3943 PMC7737788
82. Kucukelbir A Sigworth FJ Tagare HD Quantifying the local resolution of cryo-EM density maps Nat. Methods 2014 11 63 65 24213166 10.1038/nmeth.2727 PMC3903095 Kucukelbir, A., Sigworth, F. J. & Tagare, H. D. Quantifying the local resolution of cryo-EM density maps. Nat. Methods 11 , 63–65 (2014). 24213166 10.1038/nmeth.2727 PMC3903095
83. Aron ZD trans-Translation inhibitors bind to a novel site on the ribosome and clear Neisseria gonorrhoeae in vivo Nat. Commun. 2021 12 1799 33741965 10.1038/s41467-021-22012-7 PMC7979765 Aron, Z. D. et al. trans-Translation inhibitors bind to a novel site on the ribosome and clear Neisseria gonorrhoeae in vivo. Nat. Commun. 12 , 1799 (2021). 33741965 10.1038/s41467-021-22012-7 PMC7979765
84. Carbone CE Time-resolved cryo-EM visualizes ribosomal translocation with EF-G and GTP Nat. Commun. 2021 12 7236 34903725 10.1038/s41467-021-27415-0 PMC8668904 Carbone, C. E. et al. Time-resolved cryo-EM visualizes ribosomal translocation with EF-G and GTP. Nat. Commun. 12 , 7236 (2021). 34903725 10.1038/s41467-021-27415-0 PMC8668904
85. Graf M Visualization of translation termination intermediates trapped by the Apidaecin 137 peptide during RF3-mediated recycling of RF1 Nat. Commun. 2018 9 3053 30076302 10.1038/s41467-018-05465-1 PMC6076264 Graf, M. et al. Visualization of translation termination intermediates trapped by the Apidaecin 137 peptide during RF3-mediated recycling of RF1. Nat. Commun. 9 , 3053 (2018). 30076302 10.1038/s41467-018-05465-1 PMC6076264
86. Polikanov YS Steitz TA Innis CA A proton wire to couple aminoacyl-tRNA accommodation and peptide-bond formation on the ribosome Nat. Struct. Mol. Biol. 2014 21 787 793 25132179 10.1038/nsmb.2871 PMC4156881 Polikanov, Y. S., Steitz, T. A. & Innis, C. A. A proton wire to couple aminoacyl-tRNA accommodation and peptide-bond formation on the ribosome. Nat. Struct. Mol. Biol. 21 , 787–793 (2014). 25132179 10.1038/nsmb.2871 PMC4156881
87. Liebschner D Macromolecular structure determination using X-rays, neutrons and electrons: recent developments in Phenix Acta Crystallogr. D. Struct. Biol. 2019 75 861 877 31588918 10.1107/S2059798319011471 PMC6778852 Liebschner, D. et al. Macromolecular structure determination using X-rays, neutrons and electrons: recent developments in Phenix. Acta Crystallogr. D. Struct. Biol. 75 , 861–877 (2019). 31588918 10.1107/S2059798319011471 PMC6778852
88. Hassan A Ratchet, swivel, tilt and roll: a complete description of subunit rotation in the ribosome Nucleic Acids Res. 2023 51 919 934 36583339 10.1093/nar/gkac1211 PMC9881166 Hassan, A. et al. Ratchet, swivel, tilt and roll: a complete description of subunit rotation in the ribosome. Nucleic Acids Res. 51 , 919–934 (2023). 36583339 10.1093/nar/gkac1211 PMC9881166