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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 OpenAlexfundno aff
Lavinia A. Carabet

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0010.002
Scholarly communication0.0010.002
Open science0.0020.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.009
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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2014
Admission routes1
Has abstractyes

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