Chaperone-Assisted Protein Folding in the Cell Cytoplasm
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Bibliographic record
Abstract
Folding of polypeptides in the cell typically requires the assistance of a set of proteins termed molecular chaperones. Chaperones are an essential group of proteins necessary for cell viability under both normal and stress conditions. There are several chaperone systems which carry out a multitude of functions all aimed towards insuring the proper folding of target proteins. Chaperones can assist in the efficient folding of newly-translated proteins as these proteins are being synthesized on the ribosome and can maintain pre-existing proteins in a stable conformation. Chaperones can also promote the disaggregation of preformed protein aggregates. Many of the identified chaperones are also heat shock proteins. The general mechanism by which chaperones carry out their function usually involves multiple rounds of regulated binding and release of an unstable conformer of target polypeptides. The four main chaperone systems in the Escherichia coli cytoplasm are as follows. (1) Ribosome-associated trigger factor that assists in the folding of newly-synthesized nascent chains. (2) The Hsp 70 system consisting of DnaK (Hsp 70), its cofactor DnaJ (Hsp 40), and the nucleotide exchange factor GrpE. This system recognizes polypeptide chains in an extended conformation. (3) The Hsp 60 system, consisting of GroEL (Hsp 60) and its cofactor GroES (Hsp 10), which assists in the folding of compact folding intermediates that expose hydrophobic surfaces. (4) The Clp ATPases which are typically members of the Hsp 100 family of heat shock proteins. These ATPases can unfold proteins and disaggregate preformed protein aggregates to target them for degradation. Several advances have recently been made in characterizing the structure and function of all of these chaperone systems. These advances have provided us with a better understanding of the protein folding process in the cell.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it