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Record W203178137

Theoretical Study of the Nitric Oxide Dioxygenase Reaction of the Truncated Hemoglobin N from Mycobacterium tuberculosis

2014· dissertation· en· W203178137 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.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSpectrum Research Repository (Concordia University) · 2014
Typedissertation
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicHemoglobin structure and function
Canadian institutionsnot available
FundersConcordia UniversityCompute Canada
KeywordsNitric oxideChemistryMycobacterium tuberculosisNodReactive nitrogen speciesNitrationPeroxynitrous acidMicrobiologyTuberculosisReactive oxygen speciesBiochemistryBiologyPeroxynitriteSuperoxideMedicine
DOInot available

Abstract

fetched live from OpenAlex

Tuberculosis (TB) is one of the oldest human afflictions and is still declared a major threat worldwide. The contemporary resurgence of the TB epidemic is due to multidrug-resistant strains of Mycobacterium tuberculosis (Mtb). The success of Mtb as a human lung pathogen is attributed to its capacity to survive in the alveolar macrophages of the host immune system by entering, for a prolonged time, a state of latency where it can resist oxidative and nitrosative species (e.g. O2•- and •NO), and then reactivates to cause TB. •NO plays an important role in the host defense against the pathogen by inhibiting key biological processes. For instance, •NO and its highly reactive derivatives (OONO- and •NO2) inhibit respiration and effect nitration that can lead to cell death. The truncated hemoglobin N (trHbN) of Mtb protects the aerobic respiration of the bacillus from •NO inhibition and prevents its own irreversible nitration, by actively metabolizing •NO to innocuous NO3-, through the rapid nitric oxide dioxygenase reaction (NOD). The NOD reaction is central to the defense system of Mtb, for coping with the toxic effects of •NO under hypoxia. The mechanism of the NOD reaction includes the formation of the OONO- intermediate and its isomerization to a nitrato-complex, followed by the release of the NO3- anion. Discrepancies exist in the literature with respect to the isomerization mechanism and the role of the active site residues in assisting the reaction. These aspects of the NOD reaction have been investigated here using state-of-the-art computational approaches. The results suggest a sequential mechanism with very short-lived intermediates. Distal Gln58, Tyr33, Leu54, Phe46, Phe32 and Val94 residues facilitate and cage the highly reactive FeIV=O2- and •NO2 intermediates that result from OONO- homolysis. Tyr33 is involved in a dynamic H-bonding network with Gln58 and Leu54 backbone. Tyr33 changes conformations and transiently stabilizes the •NO2 radical. Gln58 stabilizes the O-atom of oxo-ferryl species and assists •NO2 rebinding via H-bonding. Phe46 stabilizes the bound product. The H-bonding network between Tyr33, Gln58 and Leu54 prevents the oxidation and nitration of Tyr33 by keeping the hydroxyl and phenyl groups at safe distance and orientation with respect to FeIV=O2- and •NO2. Similar dynamics of the distal site residues have been observed for NO3- release. Tyr33, Gln58, Phe46 and Phe32 stabilize NO3- via H-bonding, and promote the breaking of the FeIII-O bond of the bound NO3-, its dissociation and release.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.377
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.009
GPT teacher head0.240
Teacher spread0.231 · 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