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Proceedings of the National Academy of Sciences of the United States of America logoLink to Proceedings of the National Academy of Sciences of the United States of America
. 2011 Mar 14;108(13):5215–5220. doi: 10.1073/pnas.1102128108

Tuning the affinity of aminoacyl-tRNA to elongation factor Tu for optimal decoding

Jared M Schrader 1, Stephen J Chapman 1, Olke C Uhlenbeck 1,1
PMCID: PMC3069205  PMID: 21402928

Abstract

To better understand why aminoacyl-tRNAs (aa-tRNAs) have evolved to bind bacterial elongation factor Tu (EF-Tu) with uniform affinities, mutant tRNAs with differing affinities for EF-Tu were assayed for decoding on Escherichia coli ribosomes. At saturating EF-Tu concentrations, weaker-binding aa-tRNAs decode their cognate codons similarly to wild-type tRNAs. However, tighter-binding aa-tRNAs show reduced rates of peptide bond formation due to slow release from EF-Tu•GDP. Thus, the affinities of aa-tRNAs for EF-Tu are constrained to be uniform by their need to bind tightly enough to form the ternary complex but weakly enough to release from EF-Tu during decoding. Consistent with available crystal structures, the identity of the esterified amino acid and three base pairs in the T stem of tRNA combine to define the affinity of each aa-tRNA for EF-Tu, both off and on the ribosome.

Keywords: translational elongation, tRNA-protein interaction, tRNA selection


The ternary complex of bacterial elongation factor Tu (EF-Tu), GTP and aminoacyl-tRNA (aa-tRNA) binds to the ribosome and participates in a multistep decoding pathway in which GTP is hydrolyzed, EF-Tu•GDP is released, and the aa-tRNA enters the ribosomal A site (16). Although all elongator aa-tRNAs bind EF-Tu•GTP with similar affinities (79), studies with misacylated tRNAs reveal that the protein shows substantial specificity for both the esterified amino acid and the tRNA body (1012). The nearly uniform EF-Tu binding affinity observed for tRNAs acylated with their correct (cognate) amino acid occurs because the sequence of each tRNA has evolved to compensate for the variable thermodynamic contribution of the esterified amino acid. Thus, weak-binding esterified amino acids such as glycine and alanine have corresponding tRNAs that bind the protein tightly, while tight-binding amino acids such as tyrosine or glutamine have corresponding tRNAs that bind poorly. The crystal structure of Thermus aquaticus EF-Tu•GTP bound to Saccharomyces cerevisiae Phe-tRNAPhe (13) reveals that the protein primarily forms extensive interactions with the helical phosphodiester backbone of the acceptor and T stems of tRNAPhe. Recent protein (14) and tRNA (15, 16) mutagenesis experiments indicate that much of the specificity is the result of interactions made between three amino acids of EF-Tu and three adjacent base pairs in the T stem (16). Additional mutagenesis experiments indicate that the thermodynamic contribution of each of the three base pairs is independent of the others, making it possible to adjust the affinity of aa-tRNAs to EF-Tu in a predictable manner.

Although a detailed structural and thermodynamic understanding of how EF-Tu achieves uniform binding with different aa-tRNAs is beginning to emerge, the underlying selective pressures that lead to uniform binding are less clear. While aa-tRNAs must bind EF-Tu tightly enough to participate in translation, the high intracellular concentration of EF-Tu (17) ensures that they do not significantly compete with one another for the protein. It therefore seems unlikely that a minimum threshold binding affinity would provide sufficient selective pressure to ensure the observed uniform binding properties. Additional selective pressure could potentially come at the step in translation where aa-tRNAs are released from EF-Tu•GDP prior to peptide bond formation. This could limit the affinity to a maximal threshold, thereby selecting for uniform binding. The recent crystal structure of a ribosome-bound ternary complex trapped just before release of the aa-tRNA from EF-Tu (18) reveals that although the ribosome forms multiple contacts with both the tRNA and EF-Tu, the overall arrangement of the three domains of EF-Tu and its interface with aa-tRNA is quite similar to that of the free ternary complex. This suggests that the thermodynamic interplay between the esterified amino acid and the T-stem sequence may also occur during decoding and provide an additional selective pressure for uniform binding. This paper tests this possibility by examining the decoding properties of aa-tRNAs that have been altered to have either an increased or decreased affinity for EF-Tu by changing the T-stem sequence or introducing a different esterified amino acid.

Results

Derivatives of Escherichia coli Inline graphic with Differing Affinities to E. coli EF-Tu.

The E. coli Inline graphic species that decodes GUC/U codons was chosen because its tRNA body has an intermediate affinity for EF-Tu (10), making it possible to both increase and decrease its binding affinity by mutating the T stem. In addition, this tRNA is one of the few in E. coli that lacks posttranscriptional modifications in its anticodon hairpin, thereby maximizing the likelihood that it will decode effectively as an unmodified tRNA. Based upon the binding affinities of individual base-pair substitutions in S. cerevisiae tRNAPhe to T. thermophilus EF-Tu (16), T-stem mutations of Inline graphic (Fig. 1A) were designed to bind tighter (T1 to T3), weaker (W1 to W3), or similar (Ψ) to the wild-type (WT) tRNA sequence. After aminoacylation with [3H]-valine, a ribonuclease protection assay was used to determine the dissociation rates of WT and the seven mutants of tRNAVal from E. coli EF-Tu•GTP at 4 °C (Fig. 1B, Table 1) (19, 20). Dissociation rates for several tRNAs were also determined at 20 °C, and koff values were ninefold to 15-fold faster than at 4 °C (Table S1). As previously observed with other tRNAs,(12, 21, 22) the unmodified WT Inline graphic bound EF-Tu very similarly to native, fully modified Inline graphic consistent with the absence of modifications in the EF-Tu binding site. The seven mutations showed the desired broad range of binding affinity to E. coli EF-Tu that is similar to the range in affinities observed for different tRNA bodies with T. thermophilus EF-Tu (10, 16). T1 to T3 bound from 0.5 to 1.0 kcal/mol tighter, W1 to W3 bound from 1.0 to 2.0 kcal/mol weaker, and Ψ bound nearly the same as the WT tRNAVal. These measured values correlate closely with the values predicted by adding the ΔΔG° values obtained from data measuring the binding of single base-pair substitutions in S. cerevisiae tRNAPhe to T. thermophilus EF-Tu (Fig. 1C). This not only supports the notion that the thermodynamic contributions of the three T-stem base pairs are independent but indicates that both E. coli and T. thermophilus EF-Tu interact with aa-tRNAs in a thermodynamically similar manner.

Fig. 1.

Fig. 1.

Engineering Val-tRNAVal mutants with altered EF-Tu binding affinities. (A) E. coli Inline graphic with mutated T-stem base pairs in box. T-stem sequences of WT and seven mutant tRNA transcripts are on the right. (B) Individual rates of dissociation (koff) for WT ● (12 × 10-4 s-1), W1 ♦ (170 × 10-4 s-1), T1 ▪ (2.0 × 10-4 s-1), and native ▴ (5.5 × 10-4 s-1) Val-tRNAVal from E. coli EF-Tu at 0 °C in RB buffer using the ribonuclease protection assay. Means and standard errors from multiple determinations are in Table 1. (C) Comparison of the free energies of binding (ΔG°) between Val-tRNAVal T-stem mutants to E. Coli EF-Tu with measured ▪ or calculated ♦ free energies of the same mutants in S. cerevisiae Phe-tRNAPhe binding to T. thermophilus EF-Tu. The line corresponds to a least square fit with a slope of 1.1.

Table 1.

koff and kpep values of Val-tRNAVal mutants

tRNA Rate of aa-tRNA dissociation from EF-Tu 104 × koff(s-1) Free energy of aa-tRNA Binding to EF-Tu ΔG° (kcal/mol) Rate of peptide bond formation kpep(s-1)
Native 5.6 (±) 0.4 −10.4 (±) 0.1 3.3 (±) 0.4
WT 13 (±) 4.0 −9.9 (±) 0.3 4.5 (±) 0.7
T1 2.0 (±) 0.5 −10.9 (±) 0.3 0.32 (±) 0.02
T2 3.4 (±) 1.3 −10.6 (±) 0.2 0.55 (±) 0.04
T3 5.3 (±) 0.5 −10.4 (±) 0.1 1.4 (±) 0.2
Ψ 22 (±) 5.0 −9.6 (±) 0.2 4.5 (±) 0.8
W1 110 (±) 6.7 −8.8 (±) 0.1 5.4 (±) 2.3
W2 130 (±) 39 −8.6 (±) 0.3 6.0 (±) 2.5
W3* 950 (±) 210 −7.6 (±) 0.2 3.3 (±) 0.1

Standard errors are calculated from at least three independent determinations.

*koff value extrapolated from lower NH4Cl concentrations.

Decoding Properties of tRNAVal T-stem Mutants.

Three quantitative assays were used to evaluate the ability of ternary complexes made with native tRNAVal and the unmodified WT, T1, and W1 tRNAs to decode the GUC codon on E. coli ribosomes containing fMet-tRNAfMet in the P site (Fig. 2, Table 2). The experiments were performed at 20 °C in a buffer containing 10 mM MgCl2 to ensure that the unmodified tRNAs were fully folded (2325). The first assay measures the equilibrium binding constant of the ternary complex to ribosomes by using the active site mutant of EF-Tu(H84A) to prevent GTP hydrolysis (26, 27). The resulting equilibrium constant reflects the initial binding, codon recognition, and GTPase activation steps of the decoding pathway (28). As shown in Fig. 3A, all of the tRNAVal derivatives show very similar Kd values. Thus, neither the tRNA modifications nor the T-stem mutations significantly alter the initial interaction of the ternary complex with the ribosome.

Fig. 2.

Fig. 2.

Steps of EF-Tu catalyzed selection of aa-tRNA by the ribosome This simplified scheme, adapted from ref. 28, indicates the steps that were assayed to evaluate the activities of the mutants of Val-tRNAVal on E. coli ribosomes.

Table 2.

Performance of Val-tRNAVal mutants in decoding

tRNA A/T site affinity Kd (nM) Maximal rate of GTP hydrolysis kGTPmax (s-1) Half maximal [70S] for GTP hydrolysis K1/2 (μM)
Native 1.1 (±) 0.3 27 (±) 9.7 2.6 (±) 1.9
WT 0.8 (±) 0.2 27 (±) 7.4 2.7 (±) 1.4
T1 0.5 (±) 0.2 41 (±) 13 2.2 (±) 1.4
W1 2.1 (±) 0.7 28 (±) 8.3 1.6 (±) 1.2

Standard errors for A/T site Kd and kpep are calculated from at least three independent determinations.

Standard errors for kGTPmax and K1/2 are fit to the Michaelis–Menton equation with at least six kGTPapparent determinations per curve.

Fig. 3.

Fig. 3.

Activities of Val-tRNAVal mutants in decoding. Individual determinations of the performance of WT ●, W1 ♦, T1 ▪, and native ▴ Val-tRNAVal on encoded ribosomes at 20 °C in RB using three assays. Means and standard errors of multiple determinations are in Table 2. (A) Binding affinities of H84A (GTPase deficient) EF-Tu ternary complexes to the ribosomal A/T site using < 0.23 nM ternary complex. Lines are best fit simple binding curves with Kd = 0.8 nM, 1.5 nM, 0.7 nM, and 1.4 nM, respectively. (B) Rates of γ-[32P]-GTP hydrolysis (kGTP) at 200 nM ternary complex and 2.5 μM ribosomes. Lines are best fit single exponential rates with kGTP = 10 s-1, 16 s-1, 7.5 s-1, 11 s-1, respectively. (C) Ribosome saturation curve fit to the Michaelis–Menten equation for K1/2 and kGTPmax(see Table 2). (D) Rates of peptide bond formation (kpep) measured at 25 nM ternary complex and 1 μM ribosomes. Lines are single exponential fits with kpep = 5.7 s-1, 8.1 s-1, 0.34 s-1, and 3.8 s-1, respectively.

The second assay uses ternary complexes made with γ-[32P]-GTP to measure the rate of GTP hydrolysis as a function of encoded ribosome concentration. This rate reflects a conformational change in EF-Tu that occurs before bond cleavage (2830). As shown in Fig. 3B, the rate of GTP hydrolysis at 2.5 μM ribosomes differed by about twofold between the four Val-tRNAVal derivatives tested. When the rates of GTP hydrolysis were plotted as a function of ribosome concentration (Fig. 3C), values of K1/2 and kGTPmax (Table 2) also differ by about twofold. Thus, either increasing (T1) or decreasing (W1) the affinity of Val-tRNAVal for EF-Tu by about 1.0 kcal/mol had little effect on the ability of the ternary complex to catalyze GTP hydrolysis on the ribosome. The tRNA modifications also had little effect on kGTP.

The final assay measures kpep, the rate of ribosome-catalyzed formation of fMetVal-tRNAVal. This final step in decoding encompasses the release of both inorganic phosphate and Val-tRNAVal from EF-Tu•GDP, the accommodation of the Val-tRNAVal into the A site and the formation of the peptide bond. It remains uncertain which one of these substeps limits the value of kpep for wild-type aa-tRNAs, and it may depend upon the assay conditions and the aa-tRNA that are used (28, 31, 32). Here kpep is measured with ternary complexes containing 3′-[32P]-labeled Val-tRNAVal using a P1 nuclease assay (33). The ternary complexes containing native tRNAVal, the WT, and W1 derivatives all show similar kpep values and extents of reaction (Fig. 3D, Table 2). Strikingly, the ternary complex containing tight-binding T1 tRNAVal is fully active but shows a 14-fold slower kpep value than WT. This slow kpep can potentially be explained by its slow release from EF-Tu•GDP (Fig. 2). To further test this, kpep values for the remaining five tRNAVal derivatives were determined (Table 1). The values of kpep for both the weaker-binding W2 mutation and the very weak-binding W3 mutation are similar to WT, although higher concentrations of EF-Tu are required in the latter case to achieve high levels of dipeptide. The Ψ mutation, which binds similarly to WT, also shows a similar kpep value. In contrast, T2 and T3, which both bind to EF-Tu more tightly, are fully active but show significantly slower kpep values. Taken together, the data indicate that while removing the modifications or weakening the affinity to EF-Tu has little effect on the rate of peptide bond formation, tightening the interaction with EF-Tu clearly reduces it.

Rescuing the Slow kpep with a Sequence-Specific EF-Tu Mutation.

If the reduced kpep values observed with the three hyperstabilized tRNAVal derivatives are the result of slow release from EF-Tu•GDP, it should be possible to reverse this effect with an EF-Tu mutation that destabilizes tRNA binding. To test this, we made use of a contact between EF-Tu and tRNA that stabilizes the interaction in a sequence-specific manner (15). In the ternary complex structure of E. coli EF-Tu with E. coli Phe-tRNAPhe (PDB ID code 1OB2), E378 makes a hydrogen bond with the amino group of G63 (Fig. 4A). Mutation of the homologous E390 in T. thermophilus EF-Tu to an alanine reduced the binding affinity of the protein to tRNAs containing a G at either position 51 or 63 but not to tRNAs lacking a G (15). A similar hydrogen bond is observed between E390 of T. thermophilus EF-Tu and G63 of E. coli Thr-tRNAThr in the structure of the ternary complex bound to T. thermophilus ribosomes in the presence of kirromycin (Fig. 4B) (18). Because this structure depicts EF-Tu after GTP hydrolysis, the hydrogen bond could affect the rate of release of aa-tRNA prior to accommodation. A more recent structure of the ribosome-bound ternary complex before GTP hydrolysis is very similar (34).

Fig. 4.

Fig. 4.

The EF-Tu•tRNA interface maintains similar interactions on the ribosome. (A) Cocrystal structure of E. coli EF-Tu bound to S. cerevisiae Phe-tRNAPhe with kirromycin (PDB) highlighting the interactions made between E378, Q329, and T338 10B2 (E390, Q341, T350 in T. thermophilus) with base pair 51–63 and the 2′ OH of bases 64 and 65. (B) Cocrystal structure of T. thermophilus EF-Tu bound to E. coli Thr-tRNAThr stalled on the ribosome with kirromycin post GTP hydrolysis (PDB ID code 2WRN) (18).

To confirm that the E378A mutation of E. coli EF-Tu shows the expected specificity for binding to the tRNAVal derivatives, koff values were determined for ternary complexes of this mutant protein with WT, Ψ, and the three tight tRNAVal derivatives (Table 3). The koff for the WT Val-tRNAVal was not significantly affected by the E378A mutation, consistent with the fact that it contains a U51-A63 base pair. However, the Ψ, T1, and T2 derivatives, which contain G51-C63, dissociate fivefold to sixfold faster from EF-Tu(E378A) than they do from WT EF-Tu (Table 1), consistent with the presence of a stabilizing hydrogen bond with G51. In contrast, the tight-binding derivative T3, which contains an A51-C63 pair, is not affected by the E378A mutation. While it is unclear how the A51-C63 mismatch stabilizes EF-Tu binding, it appears to do so without the use of E378 and therefore is a valuable control.

Table 3.

koff and kpep values of Val-tRNAVal mutants with EF-Tu(E378A)

tRNA Rate of aa-tRNA dissociation from EF-Tu 104 × koff (s-1) Free energy of aa-tRNA binding to EF-Tu ΔG° (kcal/mol) Rate of peptide bond formation kpep (s-1)
WT 18 (±) 8.9 −9.7 (±) 0.5 4.4 (±) 1.5
T1 10 (±) 3.7 −10.0 (±) 0.4 2.7 (±) 0.4
T2 19 (±) 6.7 −9.7 (±) 0.4 3.1 (±) 0.3
T3 5.2 (±) 0.4 −10.4 (±) 0.1 0.59 (±) 0.3
Ψ 140 (±) 36 −8.6 (±) 0.3 3.7 (±) 0.6

Standard errors are calculated from at least three independent determinations.

kpep values for WT, Ψ, T1, T2, and T3 versions of Val-tRNAVal were then determined using ternary complexes containing EF-Tu(E378A) (Table 3). The value of kpep for the WT tRNA with the mutant EF-Tu (4.4 s-1) was identical to that observed using WT EF-Tu (4.5 s-1). Because WT Val-tRNAVal has a U51-A63 base pair and is not stabilized by the E378 residue, this establishes that EF-Tu(E378A) is fully active in decoding. However, the kpep values for the tightly binding T1 and T2 tRNAs with EF-Tu(E378A) are 2.7 s-1 and 3.3 s-1, respectively. Because these values are substantially faster than the 0.32 s-1 and 0.55 s-1 observed with WT EF-Tu, it is clear that the EF-Tu mutation that weakens binding to the hyperstabilized T1 and T2 tRNAVal derivatives also reverts their abnormally slow kpep values. This experiment shows that the hydrogen bond between E378 and G63 in the ribosome-bound ternary complex contributes to its stability and thereby influences the rate of release of an aa-tRNA into the A site.

Two critical control experiments are the kpep measurements of the Ψ and T3 tRNAs with EF-Tu(E378A). Despite the fact that Ψ contains a G51-C63 and thus binds more weakly to the E378A protein, kpep for Ψ with EF-Tu(E378A) (3.7 s-1) is similar to WT EF-Tu (4.5 s-1). This experiment shows that the E378A mutation only stimulates kpep when the tRNA is hyperstabilized for EF-Tu binding. The second control shows that the slow kpep observed for the T3 tRNAVal with WT EF-Tu (1.4 s-1) remains slow with EF-Tu(E378A) (0.6 s-1). Because the A51-C63 pair present in T3 is not stabilized by E378, its kpep is unaffected by the E378A mutation. This control shows that when the ternary complex is hyperstabilized in a different way, the slow kpep no longer requires the stabilizing contact using E378. Taken together, the experiments with EF-Tu(E378A) confirm that the slow kpep values observed for the hyperstabilized tRNAVal derivatives are caused by the slow release from EF-Tu.

Contribution of the Esterified Amino Acid to kpep.

While the above experiments establish that the sequence of the T stem can influence the rate of release from EF-Tu•GDP during decoding, it is not clear whether the identity of the esterified amino acid can influence this step in a manner similar to what is observed in the formation of the ternary complex. In the ribosome-bound ternary complex (18), the position of the esterified amino acid is different than in the free ternary complex, so it is uncertain whether the thermodynamic effect of the amino acid would be similar. One way to detect an effect of the amino acid on kpep is to introduce the hyperstabilizing T1 sequence into other E. coli tRNAs. Because the specificity of EF-Tu for tRNA is primarily defined by the T-stem sequence (16), the T1 chimeras are expected to have a similar tight affinity to EF-Tu•GTP, and any difference in koff should primarily reflect differences in the esterified amino acid. This T1 “upgrade” mutation was introduced into the bodies of E. coli Inline graphic, Inline graphic, Inline graphic, and Inline graphic, and the resulting chimeras were acylated with their corresponding cognate amino acids. koff values for the chimeras were compared with the WT aa-tRNAs in Table 4. In general, the T1 mutation stabilized the binding of each aa-tRNA to EF-Tu•GTP in the expected manner. Because Inline graphic and Inline graphic are tight-binding tRNA sequences (10), their T1 chimeras only bound EF-Tu twofold and fourfold tighter than their WT counterparts. The T1 chimera of Inline graphic, an intermediate-binding tRNA, binds 56-fold tighter than the WT tRNAPhe. For the T1 chimera of the very weak-binding Inline graphic, dissociation from EF-Tu GTP was too slow to obtain a reliable koff, even when the ionic strength was increased to 3 M NH4Cl or the temperature raised to 20 °C. An estimated koff for the T1 Tyr-tRNATyr, calculated based on its sequence (16), was 62-fold tighter than WT tRNATyr.

Table 4.

koff and kpep values of WT and T1 mutations

tRNA Rate of aa-tRNA dissociation from EF-Tu 104 × koff (s-1) Free energy of aa-tRNA binding to EF-Tu ΔG° (kcal/mol) Rate of peptide bond formation kpep (s-1)
Ala-tRNAAla WT 21 (±) 2.3 −9.7 (±) 0.1 6.8 (±) 0.6
Ala-tRNAAla T1 4.8 (±) 0.7 −10.5 (±) 0.2 2.6 (±) 0.1
Gly-tRNAGly WT 29 (±) 1.7 −9.5 (±) 0.1 1.4 (±) 0.6
Gly-tRNAGly T1 17 (±) 1.3 −9.8 (±) 0.1 0.81 (±) 0.3
Phe-tRNAPhe WT 35 (±) 7.6 −9.4 (±) 0.1 2.3 (±) 1.1
Phe-tRNAPhe T1 0.6* (±) 0.1 −11.6 (±) 0.2 0.18 (±) 0.11
Tyr-tRNATyr WT 9.9 (±) 0.1 −10.1 (±) 0.1 1.4 (±) 0.5
Tyr-tRNATyr T1 0.16 −12.3 0.025 (±) 0.012

*Beyond limit of assay, estimated value.

koff value extrapolated from higher NH4Cl concentrations.

Standard errors are calculated from at least three independent determinations.

kpep values for the eight tRNAs are also shown in Table 4. The four unmodified WT aa-tRNAs had kpep values that were reasonably similar to WT tRNAVal (4.5 s-1). The slightly slower rates for Inline graphic (1.4s-1) and Inline graphic (2.3 s-1) probably reflect the absence of modifications in the anticodon hairpin, which is known to weaken ribosome binding (35). The slightly slower rate for Inline graphic (1.4 s-1) probably reflects the lower pKa of glycine (36). The kpep values for the four T1 derivatives were all slower than the corresponding WT tRNAs and correlated closely with their koff rates. Thus, kpep values for the T1 derivatives of Inline graphic and Inline graphic were only twofold to threefold slower than the WT tRNAs. However, kpep of the T1 mutant of Inline graphic was 13-fold slower than that of WT Phe-tRNAPhe. Finally, the T1 mutation of Tyr-tRNATyr shows a very slow kpep of 0.025 s-1, which is 57-fold slower than measured for WT Tyr-tRNATyr. The 104-fold range in kpep for the T1 mutations correlates remarkably well with the greater than 100-fold difference in their koff values, supporting the view that the compensatory relationship between the esterified amino acid and tRNA body observed for the free ternary complex occurs in an identical way during decoding.

Although the above data strongly suggests that the identity of the esterified amino acid can contribute to the rate of release from EF-Tu•GDP during decoding, experiments with misacylated-tRNAs are needed to show this directly. We made use of the observation that tRNAVal can be misacylated by high concentrations of yeast-PheRS, and the resulting Phe-tRNAVal binds EF-Tu twofold to threefold tighter than Val-tRNAVal (10). Table 5 shows that the kpep values of WT and T1 are 4.3- and 2.2-fold slower when phenylalanylated than when valylated, which agrees reasonably well with the twofold to threefold difference reported in koff(10). In contrast, the kpep of the phenylalanylated W1 tRNA (5.1 s-1) is the same as when it is valylated (5.4 s-1) because the relatively large (1.1 kcal/mol) destabilizing effect of the W1 mutation more than offsets the relatively small (0.5 kcal/mol) effect of introducing the phenylalanine, so the aa-tRNA is not hyperstabilized. In order to show that misacylation can also lead to a faster kpep, the acceptor stem of the T1 derivative of tRNATyr was mutated to contain a G3-U70 base pair so it could be alanylated by AlaRS(37). As shown in Table 5, kpep for this Ala-tRNATyr is 61-fold faster than when esterified with the tight-binding tyrosine. These experiments with misacylated tRNAs confirm that the esterified amino acid contributes to the rate of release from EF-Tu•GDP during decoding in a compensatory manner that is very similar to that observed for the formation of ternary complex.

Table 5.

kpep of misacylated tRNAs

tRNA Rate of peptide bond formation kpep (s-1)
Phe-tRNAVal WT 1.5 (±) 0.7
Phe-tRNAVal T1 0.16 (±) 0.04
Phe-tRNAVal W1 5.1 (±) 0.8
Ala-tRNATyr T1 1.4 (±) 0.4

Standard errors are calculated from at least three independent determinations.

Discussion

Several conclusions of this paper can be conveniently summarized by plotting koff, the rate of dissociation of aa-tRNA from EF-Tu•GTP, versus kpep, the rate of peptide bond formation, for the many different aa-tRNAs studied (Fig. 5). Because the values differ over such a large range, both rates are plotted on a logarithmic scale. All five of the WT tRNAs aminoacylated with their cognate amino acids cluster in a narrow region of koff, consistent with previous studies showing that E. coli aa-tRNAs bind EF-Tu with similar affinity(19). The slightly greater variance in kpep for these tRNAs is primarily due to their lack of posttranscriptional modifications in the anticodon loop that influence their activity (27, 32). When aa-tRNAs were modified such that koff was slower than WT, the early decoding steps were not affected, but their kpep values were reduced. These slow kpep values are best explained by the slow release of these hyperstabilized aa-tRNAs from EF-Tu•GDP becoming rate-limiting for peptide bond formation. Experiments using the E378A mutation of EF-Tu to revert the slow kpep values in the expected sequence-selective manner strongly support this conclusion. In contrast, when the T stem of Val-tRNAVal was mutated such that koff was faster than the WT sequence (variants W1 to W3), all of the steps in decoding were unaffected, provided that sufficiently high EF-Tu concentrations were present to permit the ternary complex to form. Unlike for the tight tRNAs, kpep values for the weak aa-tRNAs were not correlated with the value of koff, indicating that EF-Tu release does not limit kpep for any of them. Because the native aa-tRNAs all have kpep values similar to the weak tRNAs, it appears that their sequences have evolved to release from EF-Tu at a rate that is either faster or similar to the rate-limiting step.

Fig. 5.

Fig. 5.

Comparison of koff and kpep for all aa-tRNAs tested. Rates of dissociation from E. coli EF-Tu for: WT aa-tRNAs ▪, Val-tRNAVal mutants ♦, T1 mutants (tRNAs Ala, Gly, Phe, and Tyr) ▴, and misacylated tRNAs ● are compared to rates of peptide bond formation of the same aa-tRNAs. The solid line is a linear fit to all tight-binding mutants with koff < 5 × 10-4 s-1, while the dotted line is a linear fit to WT and weaker-binding mutants.

An interesting feature of Fig. 5 is that kpep and koff are proportional for all the tight-binding aa-tRNA mutations tested. While the koff data in Fig. 5 were obtained at 4 °C to permit the weaker aa-tRNAs to be measured, koff values for a selected number of tight tRNAs were determined at the same conditions used for kpep (Table S1). These experiments show that koff and kpep remain proportional for the different aa-tRNAs, but kpep is consistently about 100-fold faster than koff. While both rates reflect dissociation of the tight aa-tRNAs from the protein, the structures of the complexes are very different. In the ribosome-bound complex, EF-Tu is in the GDP form and the aa-tRNA is in a distorted, presumably high-energy conformation, which are both expected to destabilize the protein–tRNA interface (18, 38). However, the proportional effects on koff and kpep for both a substitution of the esterified amino acid and several T-stem mutations suggest that the entire interface between EF-Tu and aa-tRNA is thermodynamically similar both on and off the ribosome. Additional protein and aa-tRNA mutations will be needed to confirm this point.

It is striking that the proportionality between koff and kpep is maintained over a wide range of values with several tRNA species whose affinities were increased with different T-stem sequences and esterified amino acids. This indicates that, despite the differences in the two structures, the specificity of EF-Tu for the different esterified amino acids and tRNA bodies previously established for the free ternary complex also occurs at the release step on the ribosome. This explains why aa-tRNAs have evolved to have a uniform affinity for EF-Tu. Two different steps in the decoding pathway combine to constrain the affinity to a narrow range. Each aa-tRNA must initially bind EF-Tu tightly enough to efficiently form the ternary complex but also must bind weakly enough to be released from the protein after GTP hydrolysis during decoding. As a result, the WT aa-tRNAs have evolved to be in the general region of Fig. 5 where the affinity is as tight as possible without slowing kpep. A mutation of any tRNA that either tightens or weakens its affinity to EF-Tu will impact translational performance and presumably be selected against. Since nearly all the EF-Tu residues that contact aa-tRNA are conserved among bacteria, it is likely that the conclusions made here for E. coli are generally applicable. Indeed, the thermodynamic effects of T-stem tRNA mutations determined here using E. coli EF-Tu are virtually identical to those previously determined for T. thermophilus (10, 15, 16). However, as discussed elsewhere, the sequences of individual tRNA species vary considerably among bacteria because multiple T-stem sequences can have a similar EF-Tu affinity (16, 39, 40).

By introducing the T-stem sequence of a tight tRNA into a weak tRNA, the resulting chimera may bind EF-Tu so tightly that kpep becomes very slow. An extreme example of this was the T1 mutation of Tyr-tRNATyr that gave a kpep of 0.025 sec-1. This chimera may be useful to more accurately place the EF-Tu release step in the decoding pathway. In addition, because a high-resolution structure is available that depicts the ternary complex just prior to release (18), detailed structure-function studies are now possible. By stabilizing binding to EF-Tu, the T1 chimeras may also be helpful for improving the efficiency of incorporating certain nonnatural amino acids into protein (41, 42). Finally, the decoding properties of the T1 chimera of Tyr-tRNATyr are interesting to compare with the highly specialized system that has evolved to introduce selenocysteine into proteins. Like EF-Tu, its distant orthologue SelB has evolved to selectively bind its cognate Sec-tRNASec in a manner that is specific for both the esterified amino acid and the tRNA body (43). Like the T1 tRNATyr mutation, SelB binds Sec-tRNASec extremely tightly. It will be interesting to see whether kpep for selenocysteine incorporation is also unusually slow.

Materials and Methods

Materials.

Tight-coupled 70S ribosomes from E. coli MRE600 cells were prepared as described (44) and purified pellets were resuspended in buffer RB (50 mM HEPES [pH 7.0], 30 mM KCl, 70 mM NH4Cl, 10 mM MgCl2, and 1 mM DTT). Ribosomes were flash frozen and stored at -80 °C and activated as previously described (45). mRNA derivatives of the T4 gp32 mRNA fragment 5′-GGCAAGGAGGUAAAAAUGXXXGCACGU-3′, where XXX indicates the A site codon, were purchased from Dharmacon.

E. coli EF-Tu, EF-Tu(H84A) and EF-Tu(E378A) containing an N-terminal histidine tag and TEV protease sequence were over expressed in BL21-Gold (DE3) cells (Agilent) and purified by Ni-NTA chromatography as in (46). The concentration was determined using Pierce A660 protein assay using BSA as a standard.

Purified E. coli tRNAfMet was purchased from Sigma Aldrich. Transcribed tRNAs were prepared as described (16) and stored in TE buffer (10 mM Tris-HCl [pH 7.6], 0.1 mM EDTA) at concentrations greater than 100 μM. Native E. coli tRNAVal was purified by hybridization using biotinylated DNA oligonucleotides designed in (47). A 1 mL reaction of 4 mg/mL unfractionated E. coli tRNA (Roche) was heated to 65 °C in 10 mM EDTA for 10 min and 20X SSC buffer was added to a final concentration of 1X SSC (150 mM NaCl, 15 mM NaCitrate pH 7.0). The appropriate 3′ biotinylated DNA was added at a concentration of 17 μM and annealed at 65 °C for 15 min and at room temperature for 20 min. 500 μL streptavidin resin (Sigma Aldrich) in 1X SSC buffer was added and incubated at room temperature for 20 min to capture the probe. The resin was washed in a spin column three times with 1 mL 0.1X SSC, and the tRNA was eluted from the resin by the addition of 250 μL water at 65 °C for 10 min. The purified tRNA was then EtOH precipitated and additionally purified by 10% denaturing PAGE and stored in a TE buffer.

Aminoacylation of tRNAs with [3H]-amino acids (Amersham) was performed as in (16). 3′-[32P] labeling of tRNA and aminoacylation was performed as previously described(33) with typical aminoacylation yields of > 70%. Misacylated Inline graphic and Inline graphic (G3-U70) derivatives were prepared as described (10, 11).

Methods.

The equilibrium binding affinity of ternary complexes to programmed E. coli ribosomes was determined essentially as described (27). Ternary complexes were formed with 150 nM EF-Tu(H84A) and < 0.7 nM [3′-32P] aa-tRNA and added to a series of ribosome concentrations programmed with excess mRNA and tRNAfmet to give final concentrations of 50 nM EF-Tu(H84A), < 0.23 nM aa-tRNA and from 600 nM to 0.5 uM encoded ribosomes. After incubation for 2 min at 20 °C, samples were filtered using a dual filter system and filters were quantified using a PhosphorImager (Storm 820). After subtraction of the counts on the lower filter due to 32P deacylated tRNA, the data were fit to a simple binding isotherm using Kaleidagraph. Sample data is shown in Fig. 2A, and the data in Table 2 reports at least three separate measurements using different preparations of programmed ribosomes, fMet-tRNAfMet and ternary complex.

The rate of [3H]-aa-tRNA dissociation from EF-Tu (koff) was determined using an RNase protection assay as described (16) with the following exceptions: E. coli EF-Tu•GTP was activated for only 20 min (instead of 3 h for T. thermophilus EF-Tu), and reactions were carried out in RB buffer. The fraction of [3H]-aa-tRNA bound by EF-Tu over time was fit to a single exponential using Kaleidagraph. tRNA mutations with koff values greater than 0.02 s-1 or less than 0.0002 s-1 were measured at multiple lower or higher NH4Cl concentrations, and their koff was extrapolated to 70 mM NH4Cl present in RB (12). All measurements were performed in triplicate. koff values were converted to ΔG° values using kon = 1.1 × 105 M-1 s-1 (19), (21).

Apparent rates of GTP hydrolysis were measured as in (27) (30). Ternary complex was formed in RB buffer by incubating 2 μM EF-Tu•GDP, 0.6 μM tRNA, 50 μM [γ-32P]-GTP, 3 mM phophoenol pyruvate, 12 U/mL pyruvate kinase, 125 μM Valine, 4 mM ATP, 10 U/mL yeast pyrophosphatase, and 0.25 μM ValRS for 1 h at 37 °C and then purified through two P30 spin columns (Biorad). Ternary complex was mixed with equivalent volume of 1.0 to 8.0 μM programmed ribosomes in a rapid mixing device (Kintek), quenched in 40% formic acid at the desired time points, and separated using TLC (30). After subtraction of the excess EF-Tu•GTP present, the time course of the fraction of GTP hydrolyzed was fit to single exponential equation to obtain kGTP. The concentration dependence was fit to the Michaelis–Menton equation to give kGTPmax, the rate at saturation. Because each point on the kGTPmax curve represents kGTP hydrolysis determined using various batches of ribosomes, tRNAfMet, and ternary complex, the errors are significant. However, errors are much less when a single set of components were used to obtain each kGTP.

The rate of peptide bond formation was performed essentially as described (27). Programmed ribosomes were prepared by combining 2 μM ribosomes, 6 μM mRNA and 4 μM fMet-tRNAfMet and mixed in a rapid mixing device (Kintek) with equivalent volume of 50 nM 32P-labeled ternary complex (1 μM EF-Tu•GTP and 50 nM [3′ -32P] aa-tRNA). Reactions were quenched at set time points with 5 mM NaOAc pH 5.2 100 mM EDTA, digested with P1 nuclease, and separated on PEI cellulose TLC plates as in (33). After correcting for the fraction of tRNAfMet which was not charged or formylated, the fraction of dipeptide formed vs. time was fit to a single exponential by Kaleidagraph. All measurements were performed in triplicate.

Supplementary Material

Supporting Information

Footnotes

The authors declare no conflict of interest (such as defined by PNAS policy).

This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1102128108/-/DCSupplemental.

References

  • 1.Agirrezabala X, Frank J. Elongation in translation as a dynamic interaction among the ribosome, tRNA, and elongation factors EF-G and EF-Tu. Q Rev Biophys. 2009;42:159–200. doi: 10.1017/S0033583509990060. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Marshall RA, Aitken CE, Dorywalska M, Puglisi JD. Translation at the single-molecule level. Annu Rev Biochem. 2008;77:177–203. doi: 10.1146/annurev.biochem.77.070606.101431. [DOI] [PubMed] [Google Scholar]
  • 3.Rodnina MV, Wintermeyer W. Fidelity of aminoacyl-tRNA selection on the ribosome: Kinetic and structural mechanisms. Annu Rev Biochem. 2001;70:415–435. doi: 10.1146/annurev.biochem.70.1.415. [DOI] [PubMed] [Google Scholar]
  • 4.Krab IM, Parmeggiani A. EF-Tu, a GTPase odyssey. Biochim Biophys Acta. 1998;1443:1–22. doi: 10.1016/s0167-4781(98)00169-9. [DOI] [PubMed] [Google Scholar]
  • 5.Zaher HS, Green R. Fidelity at the molecular level: Lessons from protein synthesis. Cell. 2009;136:746–762. doi: 10.1016/j.cell.2009.01.036. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Schmeing TM, Ramakrishnan V. What recent ribosome structures have revealed about the mechanism of translation. Nature. 2009;461:1234–1242. doi: 10.1038/nature08403. [DOI] [PubMed] [Google Scholar]
  • 7.Louie A, Ribeiro NS, Reid BR, Jurnak F. Relative affinities of all Escherichia coli aminoacyl-tRNAs for elongation factor Tu-GTP. J Biol Chem. 1984;259:5010–5016. [PubMed] [Google Scholar]
  • 8.Asahara H, Uhlenbeck OC. Predicting the binding affinities of misacylated tRNAs for Thermus thermophilus EF-Tu.GTP. Biochemistry. 2005;44:11254–11261. doi: 10.1021/bi050204y. [DOI] [PubMed] [Google Scholar]
  • 9.Ott G, et al. Ternary complexes of Escherichia coli aminoacyl-tRNAs with the elongation factor Tu and GTP: Thermodynamic and structural studies. Biochim Biophys Acta. 1990;1050:222–225. doi: 10.1016/0167-4781(90)90170-7. [DOI] [PubMed] [Google Scholar]
  • 10.Asahara H, Uhlenbeck OC. The tRNA specificity of Thermus thermophilus EF-Tu. Proc Natl Acad Sci USA. 2002;99:3499–3504. doi: 10.1073/pnas.052028599. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Dale T, Sanderson LE, Uhlenbeck OC. The affinity of elongation factor Tu for an aminoacyl-tRNA is modulated by the esterified amino acid. Biochemistry. 2004;43:6159–6166. doi: 10.1021/bi036290o. [DOI] [PubMed] [Google Scholar]
  • 12.LaRiviere FJ, Wolfson AD, Uhlenbeck OC. Uniform binding of aminoacyl-tRNAs to elongation factor Tu by thermodynamic compensation. Science. 2001;294:165–168. doi: 10.1126/science.1064242. [DOI] [PubMed] [Google Scholar]
  • 13.Nissen P, et al. Crystal structure of the ternary complex of Phe-tRNAPhe, EF-Tu, and a GTP analog. Science. 1995;270:1464–1472. doi: 10.1126/science.270.5241.1464. [DOI] [PubMed] [Google Scholar]
  • 14.Sanderson LE, Uhlenbeck OC. Exploring the specificity of bacterial elongation factor Tu for different tRNAs. Biochemistry. 2007;46:6194–6200. doi: 10.1021/bi602548v. [DOI] [PubMed] [Google Scholar]
  • 15.Sanderson LE, Uhlenbeck OC. The 51-63 base pair of tRNA confers specificity for binding by EF-Tu. RNA. 2007;13:835–840. doi: 10.1261/rna.485307. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Schrader JM, Chapman SJ, Uhlenbeck OC. Understanding the sequence specificity of tRNA binding to elongation factor Tu using tRNA mutagenesis. J Mol Biol. 2009;386:1255–1264. doi: 10.1016/j.jmb.2009.01.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Bosch L, Kraal B, Van der Meide PH, Duisterwinkel FJ, Van Noort JM. The elongation factor EF-Tu and its two encoding genes. Prog Nucleic Acid Res Mol Biol. 1983;30:91–126. doi: 10.1016/s0079-6603(08)60684-4. [DOI] [PubMed] [Google Scholar]
  • 18.Schmeing TM, et al. The crystal structure of the ribosome bound to EF-Tu and aminoacyl-tRNA. Science. 2009;326:688–694. doi: 10.1126/science.1179700. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Louie A, Jurnak F. Kinetic studies of Escherichia coli elongation factor Tu-guanosine 5’-triphosphate-aminoacyl-tRNA complexes. Biochemistry. 1985;24:6433–6439. doi: 10.1021/bi00344a019. [DOI] [PubMed] [Google Scholar]
  • 20.Vorstenbosch EL, Potapov AP, de Graaf JM, Kraal B. The effect of mutations in EF-Tu on its affinity for tRNA as measured by two novel and independent methods of general applicability. J Biochem Biophys Methods. 2000;42:1–14. doi: 10.1016/s0165-022x(99)00032-9. [DOI] [PubMed] [Google Scholar]
  • 21.Nazarenko IA, Harrington KM, Uhlenbeck OC. Many of the conserved nucleotides of tRNA(Phe) are not essential for ternary complex formation and peptide elongation. EMBO J. 1994;13:2464–2471. doi: 10.1002/j.1460-2075.1994.tb06531.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Liu JC, Liu M, Horowitz J. Recognition of the universally conserved 3′-CCA end of tRNA by elongation factor EF-Tu. RNA. 1998;4:639–646. doi: 10.1017/s1355838298980013. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Perret V, et al. Conformation in solution of yeast tRNAAsp transcripts deprived of modified nucleotides. Biochimie. 1990;72:735–743. doi: 10.1016/0300-9084(90)90158-d. [DOI] [PubMed] [Google Scholar]
  • 24.Vermeulen A, McCallum SA, Pardi A. Comparison of the global structure and dynamics of native and unmodified tRNAval. Biochemistry. 2005;44:6024–6033. doi: 10.1021/bi0473399. [DOI] [PubMed] [Google Scholar]
  • 25.Sampson JR, Uhlenbeck OC. Biochemical and physical characterization of an unmodified yeast phenylalanine transfer RNA transcribed in vitro. Proc Natl Acad Sci USA. 1988;85:1033–1037. doi: 10.1073/pnas.85.4.1033. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Daviter T, Wieden HJ, Rodnina MV. Essential role of histidine 84 in elongation factor Tu for the chemical step of GTP hydrolysis on the ribosome. J Mol Biol. 2003;332:689–699. doi: 10.1016/s0022-2836(03)00947-1. [DOI] [PubMed] [Google Scholar]
  • 27.Ledoux S, Uhlenbeck OC. Different aa-tRNAs are selected uniformly on the ribosome. Mol Cell. 2008;31:114–123. doi: 10.1016/j.molcel.2008.04.026. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Pape T, Wintermeyer W, Rodnina MV. Complete kinetic mechanism of elongation factor Tu-dependent binding of aminoacyl-tRNA to the A site of the E. coli ribosome. EMBO J. 1998;17:7490–7497. doi: 10.1093/emboj/17.24.7490. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Rodnina MV, Fricke R, Kuhn L, Wintermeyer W. Codon-dependent conformational change of elongation factor Tu preceding GTP hydrolysis on the ribosome. EMBO J. 1995;14:2613–2619. doi: 10.1002/j.1460-2075.1995.tb07259.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Cochella L, Green R. An active role for tRNA in decoding beyond codon:anticodon pairing. Science. 2005;308:1178–1180. doi: 10.1126/science.1111408. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Blanchard SC, Gonzalez RL, Kim HD, Chu S, Puglisi JD. tRNA selection and kinetic proofreading in translation. Nat Struct Mol Biol. 2004;11:1008–1014. doi: 10.1038/nsmb831. [DOI] [PubMed] [Google Scholar]
  • 32.Pavlov MY, et al. Slow peptide bond formation by proline and other N-alkylamino acids in translation. Proc Natl Acad Sci USA. 2009;106:50–54. doi: 10.1073/pnas.0809211106. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Ledoux S, Uhlenbeck OC. [3′-32P]-labeling tRNA with nucleotidyltransferase for assaying aminoacylation and peptide bond formation. Methods. 2008;44:74–80. doi: 10.1016/j.ymeth.2007.08.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Voorhees RM, Schmeing TM, Kelley AC, Ramakrishnan V. The mechanism for activation of GTP hydrolysis on the ribosome. Science. 2010;330:835–838. doi: 10.1126/science.1194460. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Ashraf SS, et al. Single atom modification (O → S) of tRNA confers ribosome binding. RNA. 1999;5:188–194. doi: 10.1017/s1355838299981529. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Johansson M, et al. pH-sensitivity of the ribosomal peptidyl transfer reaction dependent on the identity of the A-site aminoacyl-tRNA. Proc Natl Acad Sci USA. 2010;108:79–84. doi: 10.1073/pnas.1012612107. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Hou YM, Schimmel P. A simple structural feature is a major determinant of the identity of a transfer RNA. Nature. 1988;333:140–145. doi: 10.1038/333140a0. [DOI] [PubMed] [Google Scholar]
  • 38.Dell VA, Miller DL, Johnson AE. Effects of nucleotide- and aurodox-induced changes in elongation factor Tu conformation upon its interactions with aminoacyl transfer RNA. A fluorescence study. Biochemistry. 1990;29:1757–1763. doi: 10.1021/bi00459a014. [DOI] [PubMed] [Google Scholar]
  • 39.Saks ME, Conery JS. Anticodon-dependent conservation of bacterial tRNA gene sequences. RNA. 2007;13:651–660. doi: 10.1261/rna.345907. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Schrader J, Saks M, Uhlenbeck OC. The specific interaction between aminoacyl-tRNAs and elongation factor Tu. In: Rodnina M, Green R, Wintermeyer W, editors. Ribosomes: Structure, Function & Dynamics. NewYork: Springer; 2011. in press. [Google Scholar]
  • 41.Guo J, Melancon CE, III, Lee HS, Groff D, Schultz PG. Evolution of amber suppressor tRNAs for efficient bacterial production of proteins containing nonnatural amino acids. Angew Chem Int Ed Engl. 2009;48:9148–9151. doi: 10.1002/anie.200904035. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Nakata H, Ohtsuki T, Abe R, Hohsaka T, Sisido M. Binding efficiency of elongation factor Tu to tRNAs charged with nonnatural fluorescent amino acids. Anal Biochem. 2006;348:321–323. doi: 10.1016/j.ab.2005.08.008. [DOI] [PubMed] [Google Scholar]
  • 43.Paleskava A, Konevega AL, Rodnina MV. Thermodynamic and kinetic framework of selenocysteyl-tRNASec recognition by elongation factor SelB. J Biol Chem. 2010;285:3014–3020. doi: 10.1074/jbc.M109.081380. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Powers T, Noller HF. A functional pseudoknot in 16S ribosomal RNA. EMBO J. 1991;10:2203–2214. doi: 10.1002/j.1460-2075.1991.tb07756.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Fahlman RP, Dale T, Uhlenbeck OC. Uniform binding of aminoacylated transfer RNAs to the ribosomal A and P sites. Mol Cell. 2004;16:799–805. doi: 10.1016/j.molcel.2004.10.030. [DOI] [PubMed] [Google Scholar]
  • 46.Sanderson LE, Uhlenbeck OC. Directed mutagenesis identifies amino acid residues involved in elongation factor Tu binding to yeast Phe-tRNA(Phe) J Mol Biol. 2007;368:119–130. doi: 10.1016/j.jmb.2007.01.075. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Miyauchi K, Ohara T, Suzuki T. Automated parallel isolation of multiple species of non-coding RNAs by the reciprocal circulating chromatography method. Nucleic Acids Res. 2007;35:e24. doi: 10.1093/nar/gkl1129. [DOI] [PMC free article] [PubMed] [Google Scholar]

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