Polysaccharide from <i>Scutellaria baicalensis</i> Georgi alleviates ulcerative colitis in mice by maintaining the intestinal barrier integrity via MLC/Notch signaling
Bibliographic record
Abstract
Ulcerative colitis is a chronic idiopathic inflammatory bowel disease (IBD) that seriously impacts human health. So far, little information has been reported on the possible benefits of polysaccharides from Scutellaria baicalensis Georgi (SBGP) in alleviating colitis. Therefore, our study investigated the potential therapeutic effects of SBGP on mice with DSS-induced colitis. Results showed that SBGP administration ameliorated the severity of clinical symptoms and enhanced immunomodulatory effects in dextran sulfate sodium (DSS)-treated mice. Additionally, SBGP was found to regulate the inflammatory response, improve mucosal barrier integrity, and maintain tight junctions in the colonic epithelium. Furthermore, SBGP was found to restrain the activation of Notch and MLCK/MLC signaling pathways, which play important roles in inflammation and epithelial barrier homeostasis. These findings suggest that SBGP may have therapeutic potential for the treatment of colitis and other IBD.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".