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Record W4400694435 · doi:10.53555/sfs.v10i1.2845

Isolation and Characterization of Probiotic Strains from Garcinia mangostana (Mangosteen) for Nutraceutical Applications

2023· article· en· W4400694435 on OpenAlexvenueno aff
Farha Azmeen, Kunal Kishor, Pooja Jha

Bibliographic record

VenueJournal of Survey in Fisheries Sciences · 2023
Typearticle
Languageen
FieldNursing
TopicMicrobial Metabolites in Food Biotechnology
Canadian institutionsnot available
Fundersnot available
KeywordsGarcinia mangostanaNutraceuticalIsolation (microbiology)ProbioticTraditional medicineBiologyMedicineFood scienceMicrobiologyBacteria

Abstract

fetched live from OpenAlex

Introduction: The present study concerns the isolation and characterization of Lactic acid bacillus sp. (LAB), isolated form fresh Magosteen fruit pulp. Lactic acid bacteria sp. (LAB) are an important source of bioactive metabolites and enzymes. This research aimed to isolate and identify potential probiotic strains from Mangosteen, scientifically known as Garcinia mangostana, is a tropical fruit native to Southeast Asia and comprehensively characterize their functional properties for potential nutraceutical applications. Methodology: Gram staining and biochemical analyses were conducted to assess the microbial characteristics and identify the isolates. The strains were further evaluated for their probiotic potential, including resistance to gastric acidity, bile tolerance, and adhesion to intestinal epithelial cells. The isolated strain was evaluated for isolation and purification on MRS plates, Gram staining, Catalase test, and morphological examination under microscope, Biochemical test such as IMVIC, starch hydrolysis, carbohydrate fermentation. Antimicrobial activity of cell-free supernatants from presumptive LAB isolates was evaluated by centrifugation against Gram-positive, Gram-negative, LAB, mold, and yeast strains. Results: Thirty-seven colonies isolated and characterized from the culture plate and all were gram positive, catalse negative, and nine isolates showed the most potent lactic acid bacillus strain characteristics. Overall, Lactic Acid Bacillus sp. isolated from fruit showed potential technological applications and should be further evaluated.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.133
GPT teacher head0.308
Teacher spread0.175 · 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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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