The study of abdominal and parietal enteric microbiota in patients with non-alcoholic fatty liver disease
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
AIM: To characterize of the features of changes in the cavity and parietal microbiota of the small intestine in patients with non-alcoholic fatty liver disease (NAFLD). MATERIALS AND METHODS: Fifty four patients with NAFLD at the stage of steatosis and steatohepatitis at the age of 1860 years were examined. The diagnosis was verified by ultrasound of the hepatobiliary system using a SONIX OP analyzer (Canada), FibroMax test data and liver elastography using an AIXPLORER apparatus (France). The degree of steatohepatitis activity was determined by biochemical blood tests for alanine aminotransferase and aspartate aminotransferase on a Huma Star 600 analyzer (Germany). The cavity microbiota of the small intestine was evaluated using a Lactofan2 analyzer of the Association of Medicine and Analytics company (Russia) using hydrogen breath tests with lactulose. The parietal microbiota of the small intestine was examined using an Agilent 7890 gas chromatograph with mass-selective and plasma-ionization detectors (Agilent Technologies, USA). RESULTS: In the study of cavity enteric microbiota in patients with NAFLD, the syndrome of excessive bacterial growth was detected in 68.5% of cases, while it was caused in 48.6% of patients by a violation of the function of the ileocecal valve, in 21.7% by a deficiency of cleavage of lactulose microorganisms and/or slowing down the motility of the digestive tract. When studying the parietal enteral microbiota, the total bacterial load in patients with NAFLD was significantly lower compared with the control group due to a decrease in useful microbiota. At the same time, a decrease in all normal bacterial representatives Bifidobacterium, Lactobacillus and Lactococcus, Eubacterium and Propionibacterium was noted. The content of opportunistic microbiota in patients with NAFLD did not reveal significant changes. CONCLUSION: The syndrome of excessive bacterial growth in patients with NAFLD is associated with a decrease in useful parietal enteral microbiota.
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 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) | 0.000 | 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) | 0.000 | 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