IDDF2022-ABS-0218 The modulation of intestinal inflammation by parabacteroides goldsteinii in dextran sodium sulfate induced colitis in mice
Bibliographic record
Abstract
Background Inflammatory bowel diseases (IBDs), comprised mainly of Crohn’s disease and ulcerative colitis, are characterized by chronic and relapsing intestinal inflammation. Though the etiology of IBDs is not entirely understood, it is thought that an imbalance of the gut microbiota is one contributing factor, making it a potential target for the treatment of IBDs. This study aims to examine how the potential probiotic Parabacteroides goldsteinii modulates intestinal inflammation in the context of experimental colitis. Methods Wild-type C57BL/6 mice were divided into three groups. One group was given phosphate-buffered saline (PBS) via oral gavage without any further treatment. The second group was treated with 1% dextran sodium sulfate (DSS) for twelve days to induce colitis and given PBS via oral gavage every three days. Finally, the third group was also treated with 1% DSS for twelve days and given live P. goldsteinii via oral gavage every three days. Weight loss, stool consistency, and intestinal bleeding were monitored and were used to calculate the Disease Activity Index (DAI) daily. Postmortem, colon length was measured, and inflammation score was evaluated on hematoxylin and eosin-stained samples of the colon and spleen. Results Colonization was confirmed on day three after gavage by real-time polymerase chain reaction. Preliminary results show that DSS-treated mice receiving only PBS lost significantly more weight by day twelve than mice colonized with P. goldsteinii. Additionally, on days eight and twelve, mice colonized with P. goldsteinii had significantly lower DAI scores than DSS-treated mice that received only PBS. Finally, mice colonized with P. goldsteinii had significantly longer colons than those treated with DSS that received only PBS. Conclusions The preliminary data indicate that mice colonized with P. goldsteinii had less severe symptoms of colitis than mice only given PBS. This suggests that P. goldsteinii may attenuate inflammation in mice treated with DSS.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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".