MétaCan
Menu
Back to cohort
Record W4405124067 · doi:10.5376/mpr.2024.14.0017

Comprehensive Review of Bioactive Compounds in Loquat and Their Pharmacological Mechanisms

2024· article· en· W4405124067 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMedicinal Plant Research · 2024
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicGarlic and Onion Studies
Canadian institutionsnot available
Fundersnot available
KeywordsChemistryTraditional medicinePharmacologyComputational biologyMedicineBiology

Abstract

fetched live from OpenAlex

Loquat (Eriobotrya japonica Lindl.) is a subtropical fruit tree with significant medicinal value that has been widely used in traditional Chinese medicine throughout history.Various parts of the loquat plant, including its leaves and fruits, contain numerous bioactive compounds that exhibit a wide range of pharmacological activities.This study comprehensively summarizes the bioactive compounds found in loquat and elucidates their pharmacological mechanisms.Research indicates that the main bioactive compounds in loquat include phenolics, terpenes, kaempferol, ursolic acid, oleanolic acid, and quercetin, which possess strong antioxidant, anti-inflammatory, antidiabetic, antitumor, and antibacterial properties.The bioactive compounds in loquat can improve conditions such as diabetes, non-alcoholic fatty liver disease (NAFLD), and hyperlipidemia by inhibiting cytochrome P450 2E1, reducing oxidative stress, and regulating metabolic pathways.Additionally, studies have found that loquat leaves and fruits have high antioxidant capacities, which are closely related to their phenolic content.These findings highlight the potential of loquat as a source of bioactive compounds with significant health benefits.Further research into the bioavailability, metabolism, and toxicity of these compounds is crucial for fully realizing their therapeutic potential.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.795
Threshold uncertainty score0.376

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.161
GPT teacher head0.388
Teacher spread0.226 · 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