2013
DOI: 10.1073/pnas.1218321110
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Atomic-level description of ubiquitin folding

Abstract: Equilibrium molecular dynamics simulations, in which proteins spontaneously and repeatedly fold and unfold, have recently been used to help elucidate the mechanistic principles that underlie the folding of fast-folding proteins. The extent to which the conclusions drawn from the analysis of such proteins, which fold on the microsecond timescale, apply to the millisecond or slower folding of naturally occurring proteins is, however, unclear. As a first attempt to address this outstanding issue, we examine here … Show more

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Cited by 305 publications
(376 citation statements)
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References 97 publications
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“…σ i = 0 when the ith residue was proline, k B σ i = 3 cal·mol −1 ·K −1 when the ith residue was Gly, and k B σ i = 2 cal·mol −1 ·K −1 for other residues (41). Eighty to ninety percent of proline residues are considered to remain in the trans configuration upon unfolding (27,51), and we selected e pro = 1:8 kcal/mol to make this ratio 90% for the sake of computatinal efficiency.…”
Section: Methodsmentioning
confidence: 99%
“…σ i = 0 when the ith residue was proline, k B σ i = 3 cal·mol −1 ·K −1 when the ith residue was Gly, and k B σ i = 2 cal·mol −1 ·K −1 for other residues (41). Eighty to ninety percent of proline residues are considered to remain in the trans configuration upon unfolding (27,51), and we selected e pro = 1:8 kcal/mol to make this ratio 90% for the sake of computatinal efficiency.…”
Section: Methodsmentioning
confidence: 99%
“…Thus, it is highly likely that the pincer mode moves on a time scale faster than the RD detection limit but slower than the tumbling time of ubiquitin, putting the time scale in the tens to hundreds of nanoseconds. Indeed, the peptide flip motion is also slower than the pincer mode in MD trajectories from two different studies (10,22).…”
Section: Significancementioning
confidence: 99%
“…S8). This observation suggests that although at least two processes occur on the microsecond time scale [peptide flipping and motion around I36 (22)(23)(24)], peptide flipping is directly coupled with the majority of the conformational fluctuation throughout the structure. This finding is further supported by the temperature dependence of 1 H N RD, in which the majority of residues show profiles that coincide with E24 and G53 (Fig.…”
Section: Significancementioning
confidence: 99%
“…This may be due to differences in torsion angles; Huber et al (25) used TALOS+ predictions based on NMR data, whereas our X-PLOR calculations used sequence-based predictions. not able to find the structure of ubiquitin starting from an extended chain, because ubiquitin folds only on the millisecond timescale (17). In MELD, however, even though the restraints are sparse, this set is sufficient to provide a highly funneled free-energy landscape (SI Appendix, Fig.…”
Section: Resultsmentioning
confidence: 99%
“…2, which may alone be enough to correctly predict the structures of small proteins (17)(18)(19). The likelihood function, pðDjxÞ, expresses our belief about how probable it is that the observed data were produced by a particular structure (discussed below).…”
Section: Overview Of Meldmentioning
confidence: 99%