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Record W7020049201

Isolation, characterization, and potential clinical application of the M1-Pseudomonas aeruginosa pyocin

2022· dissertation· en· W7020049201 on OpenAlexaboutno aff

Bibliographic record

VenueThinkTech (Texas Tech University) · 2022
Typedissertation
Languageen
FieldMedicine
TopicMicrobial Natural Products and Biosynthesis
Canadian institutionsnot available
Fundersnot available
KeywordsPseudomonas aeruginosaBacteriocinAntibioticsAntibiotic resistanceLantibioticsAntimicrobialAntimicrobial peptidesColicinPeptidoglycanHuman pathogen
DOInot available

Abstract

fetched live from OpenAlex

The evolution and persistence of antibiotic resistance is arguably the largest public health concern of the last half-century. Six antimicrobial-resistant (AMR) pathogens were responsible for almost 80% of the 1.27 million deaths directly linked to antibiotic resistance in 2019. Of these six multidrug-resistant bacterial species, Pseudomonas aeruginosa presents a particularly urgent concern given its lethal nature and ability to evade the host’s immune response. Pseudomonas aeruginosa is a nosocomial pathogen capable of causing multidrug-resistant lung infections in patients with cystic fibrosis (CF) as well as chronic wound infections commonly associated with burn victims. The inability to manage such infections and the ever-progressing issue of multidrug resistance necessitates the exploration of alternative methods of treatment. Similar to many other studied human pathogens, P. aeruginosa produces small antimicrobial peptides as a means of intraspecies competition for limited space and resources. For P. aeruginosa, these ribosomally synthesized bacteriocins are referred to as “pyocins”. This group of species-specific bacteriocins are generally classified as either S-, R-, or F-type pyocins depending on their molecular structure. Numerous studies over the last few decades have demonstrated the auspicious potential of these antimicrobial peptides to be used as a means of alternative treatment for infections caused by P. aeruginosa. 
\nFormally classified as an S-type pyocin, PaeM (M1) is a colicin M-like pyocin that targets the biosynthesis of peptidoglycan through interfering with the shuttle carrier molecule, lipid II. M1 pyocin has yet to be fully characterized in its ability to not only eliminate P. aeruginosa in vitro, but also potentially inhibit the production of virulence factors that contribute to the ability of P. aeruginosa to cause lethal disease. In this work, I screened and isolated chromosomal DNA from P. aeruginosa clinical isolate CF532 and cloned the structural gene using the pBAD/Thio-TOPO vector in chemically competent E. coli. The recombinant M1 (rM1) pyocin was overexpressed through an arabinose-induced promoter and purified using nickel affinity column chromatography. Following confirmation of the rM1 pyocin purity through SDS-PAGE, 453 P. aeruginosa clinical isolates obtained from either cystic fibrosis or severely burned patients were screened using a zone of inhibition (ZOI) assay. Each tested strain was determined to be either resistant, sensitive, or partially-sensitive to rM1 pyocin based on the presence and strength of the ZOI. The M1-sensitive strain CF710 was used for analysis in a broth inhibition assay, demonstrating complete inhibition through absorbance (OD600) measurements. Further in vitro characterization of rM1 treatment was done through biofilm inhibition and elimination assays with CF710 using a modified Calgary model that displayed either a complete or significant reduction in the biomass formed depending on the amount of rM1 pyocin used. The reduction in biomass was visualized with the use of confocal laser scanning microscopy (CLSM) through staining with SYTOTM 9 and propidium iodide. A broth elimination assay conducted with the addition of rM1 pyocin to high cell-density cultures displayed a complete elimination in measurable absorbance (OD600), therefore demonstrating target cell lysis as opposed to inhibition of growth. These findings were followed with a lactate dehydrogenase (LDH) assay to note the release of this intracellular enzyme, thus denoting cell lysis. Congruent with the results of the broth elimination experiment, the LDH assay demonstrated an increase in the release of LDH as a result of the addition of rM1 pyocin to a culture of M1-sensitive P. aeruginosa. The ability of rM1 pyocin to inhibit the production or release of pyorubin, a virulence factor that is hypothesized to play a role in the protection of P. aeruginosa against harmful oxidative stress, was demonstrated against both an M1-sensitive and resistant strain. These findings suggest that rM1 pyocin may have additional clinical practicality beyond targeted elimination of sensitive P. aeruginosa infections.

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0010.001
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 head0.008
GPT teacher head0.237
Teacher spread0.230 · 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 designBench or experimental
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".

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Citations0
Published2022
Admission routes1
Has abstractyes

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