High-Calorie Diet Consumption Induces Lac-Phe Changes in the Brain in a Time-of-Day Manner Independent of Exercise
Bibliographic record
Abstract
Background/Objectives: N-lactoyl-phenylalanine (Lac-Phe), an exercise-induced metabolite, has been shown to reduce food intake, decrease body weight and adiposity, and improve glucose homeostasis without affecting energy expenditure. Until now, Lac-Phe has mainly been investigated in blood plasma, showing its appetite-suppressing effects. Interestingly, these beneficial effects were caused by a temporary increase in Lac-Phe levels after exercise. Second, despite the central role of the central nervous system in the homeostatic control of energy metabolism, little is known about the presence and function of Lac-Phe in the brain. The goal of this study is to investigate how Lac-Phe concentrations in the brain change during the 24 h light/dark cycle. Methods: We conducted an experiment in rats in which time-restricted running was combined with time-restricted feeding (TRF) of a high-calorie diet, after which Lac-Phe levels were measured in the hypothalamus and cortex using stable isotope dilution LC-MS/MS. Microglia were isolated from rat brains to study Lac-Phe-related gene expression. Results: We found that Lac-Phe levels changed over time within the 24 h light/dark cycle in the hypothalamus and/or cortex, even without exercise. Our study indicates that brain Lac-Phe is not only induced by exercise but also by high-calorie diet intake independent of exercise. Finally, we showed that microglial cells are cytosolic nonspecific dipeptidase 2 (CNDP2) positive and therefore able to produce Lac-Phe. Hereby, we identified SLC16A1 in microglia as a possible key mediator of Lac-Phe production. Conclusions: We conclude that high-calorie diet consumption induces Lac-Phe changes in the brain in a time-of-day manner independent of exercise. This study provides new knowledge on the presence and production of Lac-Phe in the brain. Further research is needed to elucidate the potential mechanism by which Lac-Phe reduces food intake and body weight by targeting appetite-suppressing neurons.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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".