Differential scanning calorimetric, circular dichroism, and fourier transform infrared spectroscopic characterization of the thermal unfolding of xylanase A from <i>Streptomyces lividans</i>
Bibliographic record
Abstract
The thermal unfolding of xylanase A from Streptomyces lividans, and of its isolated substrate binding and catalytic domains, was studied by differential scanning calorimetry and Fourier transform infrared and circular dichroism spectroscopy. Our calorimetric studies show that the thermal denaturation of the intact enzyme is a complex process consisting of two endothermic events centered near 57 and 64 degrees C and an exothermic event centered near 75 degrees C, all of which overlap slightly on the temperature scale. A comparison of the data obtained with the intact enzyme and isolated substrate binding and catalytic domains indicate that the lower- and higher-temperature endothermic events are attributable to the thermal unfolding of the xylan binding and catalytic domains, respectively, whereas the higher-temperature exothermic event arises from the aggregation and precipitation of the denatured catalytic domain. Moreover, the thermal unfolding of the two domains of the native enzyme are thermodynamically independent and differentially sensitive to pH. The unfolding of the substrate binding domain is a reversible two-state process and, under appropriate conditions, the refolding of this domain to its native conformation can occur. In contrast, the unfolding of the catalytic domain is a more complex process in which two subdomains unfold independently over a similar temperature range. Also, the unfolding of the catalytic domain leads to aggregation and precipitation, which effectively precludes the refolding of the protein to its native conformation. These observations are compatible with the results of our spectroscopic studies, which show that the catalytic and substrate binding domains of the enzyme are structurally dissimilar and that their native conformations are unaffected by their association in the intact enzyme. Thus, the calorimetric and spectroscopic data demonstrate that the S. lividans xylanase A consists of structurally dissimilar catalytic and substrate binding domains that, although covalently linked, undergo essentially independent thermal denaturation. These observations provide valuable new insights into the structure and thermal stability of this enzyme and should assist our efforts at engineering xylanases that are more thermally robust and otherwise better suited for industrial applications.
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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 | 0.001 |
| 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) | 0.000 | 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 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".