Structure–function studies on Hsp47: pH-dependent inhibition of collagen fibril formation in vitro
Bibliographic record
Abstract
Hsp47, a 47 kDa heat shock protein whose expression level parallels that of collagen, has been regarded as a collagen-specific molecular chaperone. Studies from other laboratories have established the association of Hsp47 with the nascent as well as the triple-helical procollagen molecule in the endoplasmic reticulum and its dissociation from procollagen in the Golgi. One of several roles suggested for Hsp47 in collagen biosynthesis is the prevention of aggregation of procollagen in the endoplasmic reticulum. However, no experimental evidence has been available to verify this suggestion. In the present study we have followed the aggregation of mature triple-helical collagen molecules into fibrils by using turbidimetric measurements in the absence and presence of Hsp47. In the pH range 6-7, fibril formation of type I collagen, as monitored by turbidimetry, proceeds with a lag of approx. 10 min and levels off by approx. 60 min. The addition of Hsp47 at pH 7 effectively inhibits fibril formation at and above a 1:1 molar ratio of Hsp47 to triple-helical collagen. This inhibition is markedly pH-dependent, being significantly diminished at pH 6. CD and fluorescence spectral data of Hsp47 in the pH range 4.2-7.4 reveal a significant alteration in its structure at pH values below 6.2, with a decrease in alpha-helix and an increase in beta-structure. This conformational change is likely to be the basis of the decreased binding of Hsp47 to collagen in vitro at pH 6.3 as well as its inability to inhibit collagen fibril formation at this pH. Our results also provide a functional assay for Hsp47 that can be used in studies on collagen and Hsp47 interactions.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".