Supplementation of Lactulose Modulates Intestinal Environment
Bibliographic record
Abstract
Lactulose, a non‐digestible carbohydrate composed of a galactose and a fructose, is widely used as a food and pharmaceutical ingredient for common health issues such as chronic constipation, hyperammonemia and hepatic encephalopathy. Production of lactulose has been divided into chemical reaction and enzymatic reaction. Most of chemical reaction has some safety issues such as residual catalyst and colored by‐products. In this study, we prepared lactulose by using enzymatic reaction process and investigated the effect of lactulose on in vitro growth of selected strains of probiotic bacteria. We also confirmed whether oral administration of lactulose affected the growth of fecal bifidobacteria by determining the cecal short chain fatty acid (SCFA) levels, intestinal glucagon‐like peptide‐1 (GLP‐1) and peptide YY (PYY) mRNA expression. As a result, we proposed that prebiotic properties of lactulose could be a potential functional ingredient for food application. This research was supported by a grant from the Fundamental R&D Program for Technology of World Premier Materials funded by the Ministry of Trade, Industry and Energy, Republic of Korea
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.
How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".