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Record W3022762065 · doi:10.14288/1.0380811

Antimicrobial properties of Kisameet clay, a natural clay mineral from British Columbia, Canada

2020· article· en· W3022762065 on OpenAlexaffabout
Shekooh Behroozian

Bibliographic record

VenuecIRcle (University of British Columbia) · 2020
Typearticle
Languageen
FieldMaterials Science
TopicClay minerals and soil interactions
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsClay mineralsNatural (archaeology)Natural mineralMineralGeologyGeochemistryMineralogyEcologyBiology

Abstract

fetched live from OpenAlex

The dearth of new antibiotics and the widespread emergence of multi-drug resistant (MDR) bacteria have created a global crisis in medicine and highlighted the drastic need for novel antimicrobial agents. Natural clay minerals with a long history of therapeutic and biomedical applications have recently received increasing attention due to recent studies on their potent antibacterial activity. Kisameet clay (KC), a natural clay deposit found in British Columbia, Canada, has been used by local First Nation people for medicinal purposes for generations. This research investigates the antimicrobial properties of KC, the spectrum of activity, and the mechanism(s) underlying its antibacterial action. In order to characterize KC antimicrobial activity and define its active components, a series of integrated microbiological, chemical, and mineralogical studies have been performed. This study revealed that aqueous suspensions of KC exhibit in vitro broad-spectrum antimicrobial activity against a variety of MDR bacterial pathogens, including the ESKAPE pathogens and Cystic fibrosis clinical isolates. Moreover, two major fungal pathogens, Candida albicans and Cryptococcus neoformans were also susceptible to KC. In addition, KC aqueous leachates (KC-L) show potent bactericidal activity in which low-pH plays a key role. Treatment of KC minerals and KC-L with cation-chelating agents indicates roles for divalent and trivalent cations, more specifically iron and aluminum. Further studies suggest that the bactericidal activity of KC-L is due to multiple modes of action. The low-pH buffered environment, rich in a combination of released metal ions, can synergistically challenge treated bacteria to maintain their metal homeostasis, while aluminum-related impairment of outer membrane (OM) permeability may exacerbate this situation. KC-L can, concurrently, stress multiple bacterial components, cause metal intoxication and consequential cell damage, impair OM and destabilize the cell membrane structure. Furthermore, it induces oxidative stress, generates hydrogen peroxide, and damages DNA, which collectively leads to lethal pleiotropic effects in treated bacteria. Further studies detected KC-L-related transcriptional modulation in oxidative- and envelope- stress responses, DNA damage, metal detoxification pathways, or efflux pump function. Better understanding of the principal components of KC antibacterial activity may permit the formulation of defined, active preparations of this natural clay mineral for therapeutic applications.

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 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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.977
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.011
GPT teacher head0.166
Teacher spread0.155 · 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 teacher head, not a consensus.

Study designObservational
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

Citations2
Published2020
Admission routes2
Has abstractyes

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