Novel insights into the regulation of malarial calcium‐dependent protein kinase 1
Bibliographic record
Abstract
Calcium-dependent protein kinases (CDPKs) are major effectors of calcium signaling in apicomplexan parasites like Toxoplasma and Plasmodium and control important processes of the parasite life cycle. Despite recently reported crystal structures of Toxoplasma gondii (Tg)CDPKs, several important questions about their regulation remain unanswered. Plasmodium falciparum (Pf)CDPK1 has emerged as a key player in the life cycle of the malaria parasite, as it may be involved in the invasion of the host cells. Molecular modeling and site-directed mutagenesis studies on PfCDPK1 suggested that several residues in the regulatory domain play a dual role, as they seem to contribute to the stabilization of both the active and inactive kinase. Mass spectrometry revealed that PfCDPK1 was autophosphorylated at several sites; some of these were placed at strategic locations and therefore were found to be critical for kinase activation. The N-terminal extension of PfCDPK1 was found to be important for PfCDPK1 activation. Unexpectedly, an ATP binding site in the NTE of PfCDPK1 was identified. Our studies highlight several novel features of PfCDPK1 regulation, which may be shared by other members of the CDPK family. These findings may also aid design of inhibitors against these important targets, which are absent from the host.
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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 | 0.001 |
| 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 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".