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Record W2045404590 · doi:10.1016/s0378-1097(03)00178-2

The collagenase activity of<i>Porphyromonas gingivalis</i>is due to Arg-gingipain

2003· article· en· W2045404590 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueFEMS Microbiology Letters · 2003
Typearticle
Languageen
FieldDentistry
TopicOral microbiology and periodontitis research
Canadian institutionsUniversité Laval
FundersCanadian Institutes of Health Research
KeywordsPorphyromonas gingivalisLeupeptinCollagenasePepstatinChemistryGel electrophoresisCathepsinProteasePolyacrylamide gel electrophoresisBiochemistryMolecular biologyAutolysis (biology)Sodium dodecyl sulfateMicrobiologyType I collagenProteasesEnzymeBiologyBacteria

Abstract

fetched live from OpenAlex

Degradation of type I collagen by Porphyromonas gingivalis was monitored by fluorogenic, sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE), and growth assays. All three assays showed that inactivation of both the rgpA and rgpB genes was necessary to completely eliminate the capacity of P. gingivalis to cleave type I collagen. Leupeptin, an Arg-gingipain-specific protease inhibitor, almost completely inhibited collagen degradation by P. gingivalis cells whereas cathepsin B inhibitor II, a Lys-gingipain inhibitor, did not. A purified preparation of Arg-gingipains A and B hydrolyzed gelatin but did not cleave type I collagen, suggesting that the enzymes must be attached to the cell surface to exert collagenase activity. A number of substances used as adjuncts in periodontal therapy were also tested for their capacity to inhibit collagenase activity of P. gingivalis. Tetracycline, doxycycline, and chlorhexidine strongly inhibited collagenase activity.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.157
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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.

Opus teacher head0.016
GPT teacher head0.271
Teacher spread0.255 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it