Expression and enzymatic characterization of the soluble recombinant plasmepsin I from Plasmodium falciparum
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The plasmepsins are involved in the degradation of host cell hemoglobin during malaria infection. Plasmepsin I (PM I) initiates the degradative process, and has been suggested as an attractive target for the treatment of malaria. The production of active recombinant PM I, however, has been challenging. We report for the first time, the expression and partial characterization of soluble recombinant PM I from Plasmodium falciparum in which a truncated form of PM I (Lys77P-Leu329) (P indicates a propart residues) was fused to thioredoxin in the pET32b(+) vector, Trx-tPM I and expressed in Escherichia coli Rosetta-gami B (DE3)pLysS. The soluble fusion protein was purified from cell culture using a combination of Ni(2+) affinity and gel filtration chromatography and was capable of autocatalytic activation at pH 4.0-5.5, which occurred at Leu116P-Ser117P, seven residues upstream of the native cleavage site (Gly123P-Asn1). The mature tPM I (mtPM I) was capable of hydrolyzing both human hemoglobin with a pH optimum of pH 2.8-4.0 and the synthetic fluorogenic peptide EDANS-CO-CH(2)-CH(2)-CO-ALERMFLSFP-Dap(DABCYL)-OH with a dual pH optima of pH 2.5-3.0 and pH 4.5-5.5. Using the synthetic substrate, mtPM I exhibited kinetic parameters comparable to native PM I.
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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 | 0.000 | 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) | 0.000 | 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