PRELIMINARY SCREENING, QUANTITATIVE ANALYSIS, ANTIOXIDANT AND ANTIMICROBIAL ACTIVITIES OF MUSHROOMS ALONG WITH FTIR ANALYSIS
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.
Bibliographic record
Abstract
The present study mainly focused on identifying the efficiency of polypore mushrooms and exploring their medicinal value. In this experiment, the antioxidant and antimicrobial potentials of three mushrooms Trametes pubescens (Schumach.) Pilat, Spongipellis pachyodon (Pers.) Kotl. & Pouzar and Inonotus hispidus (Bull.) P. Karst. were tested along with their qualitative and quantitative analysis. The antioxidant and antimicrobial activities of methanolic crude extracts were determined using the Frap assay (ferric reducing antioxidant power) and agar well diffusion method respectively. The methanolic extracts of all three mushrooms revealed the presence of alkaloids, carbohydrates, proteins, phenolics, flavonoids, saponins, terpenoids, and cardiac glycosides. The antioxidant activity of Trametes pubescens, Spongipellis pachyodon, and Inonotus hispidus found to be 19.83±0.5, 38.5±0.8 and 39.5± 0.9 mg Fe (Ⅱ)/g of sample, respectively. The antimicrobial activity was tested against Staphylococcus aureus, Bacillus subtilis and Psuedomonas species. The inhibition zone was measured, in which all three species show maximum inhibition against Staphylococcus aureus. The correlation coefficient showed a positive relationship between total flavonoid content and antioxidant activity (r = 0.9). The Fourier Transformed infrared (FTIR) profiling indicates the presence of functional groups in these species for its pharmaceutical activities.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it