Domain Stability and Metal-Induced Folding of Calcium- and Integrin-Binding Protein 1
Bibliographic record
Abstract
It is widely accepted that a pair of EF-hands is the functional unit of typical four EF-hand proteins such as calmodulin or troponin C. In this work we investigate the structure and stability of the four EF-hand domains in the related protein calcium- and integrin-binding protein 1 (CIB1) in the presence and absence of Mg2+ or Ca2+, to determine if similar EF-hand interactions occur. The backbone structure and flexibility of CIB1 were first studied by NMR spectroscopy, and these studies were complimented with steady-state fluorescence spectroscopy and chemical denaturation experiments using mutant CIB1 proteins having single Trp reporter groups in each of the four EF-hand domains EF-I (F34W), EF-II (F91W), EF-III (L128W), and EF-IV (F173W). We find that Mg2+-CIB1 adopts a well-folded structure similar to Ca2+-CIB1, except for some conformational heterogeneity in the C-terminal EF-IV domain. The structure of apo-CIB1 is significantly more dynamic, especially within EF-II, EF-III, and a partially unfolded EF-IV region, but the N-terminal EF-I region of apo-CIB1 has a well-ordered and more stable structure. The data reveal significant communication between the N- and C-lobes of CIB1, and show that transient intermediate conformations are formed along the unfolding pathway for each form of the protein. Collectively the data demonstrate that the communication between the paired EF-hand domains as well as between the N- and C-lobes of CIB1 is distinct from the ancestral proteins calmodulin and troponin C, which might be important for the unique function of CIB1 in numerous biological processes.
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How this classification was reachedexpand
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 | 0.001 | 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) | 0.000 | 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 teacher head, 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".