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Record W7154146912 · doi:10.3126/fwr.v3i2.92808

Antimicrobial Potential of Actinomycetes Isolated from Soil of Nepal

2025· article· W7154146912 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.

Bibliographic record

VenueFar Western Review · 2025
Typearticle
Language
FieldMedicine
TopicMicrobial Natural Products and Biosynthesis
Canadian institutionsWestern University
FundersTribhuvan University
KeywordsAntimicrobialSalmonella typhiBacteriaAcinetobacterEnterococcus faeciumAntibioticsAntibiotic resistanceSalmonella

Abstract

fetched live from OpenAlex

Antimicrobial resistance (AMR) to antibiotics is increasing rapidly, which is a serious public health problem worldwide, so the issue of AMR should be addressed in time. Many studies have been conducted in Nepal to isolate potent Actinomycetes strain from soil and water in various parts of the country. The aim of this review is to find novel Actinomycetes isolates from Nepal producing bioactive compounds capable of suppressing the growth of multidrug-resistant pathogens. Preliminary screening in these studies in Nepal have identified isolates with notable antimicrobial activity against various pathogenic bacteria including Escherichia coli, ESBL E. coli, Staphylococcus, MRSA, Enterococcus faecalis, Klebsiella pneumoniae, Bacillus subtilis, Pseudomonas aeruginosa, Acinetobacter baumannii, Salmonella Typhi and others. Findings from several studies in Nepal indicate that Actinomycetes isolated from different habitats of Nepal can produce a wide array of bioactive compounds like diketopiperazines, actinomycins, bacterial alkaloids, anthramycin-type antibiotics, lipase inhibitors, cytocidal metabolites, antifungal and antitumor antibiotics. In conclusion various regions across Nepal contain novel Actinomycetes strains that can produce novel bioactive compounds and effective antimicrobial drugs to combat the growing problem of AMR.

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 categoriesMeta-epidemiology (narrow), Insufficient 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: none
Teacher disagreement score0.279
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.012
GPT teacher head0.266
Teacher spread0.254 · 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