AMPK inactivation in mononuclear cells: a potential intracellular mechanism for exercise-induced immunosuppression
Bibliographic record
Abstract
There is much evidence that prolonged intense exercise suppresses the immune system. However, the intracellular biochemical mechanisms linking exercise and immunosuppression remain obscure. The purpose of this study was to investigate the hypothesis that exercise-induced inactivation of 5'AMP-activated protein kinase (AMPK) disrupts individual immune cell function, and thus may be linked to exercise-induced immunosuppression. To confirm AMPK's role in immune cells, AMPK activity was assessed in cultured monocytic Mono Mac 6 (MM6) cells. The effects of single bouts of intense exercise (45 min cycling; 70% VO2 max) on several immune parameters including mononuclear cell AMPK phosphorylation were investigated in 10 male volunteers. In vitro, the mitochondrial ATP synthase inhibitor oligomycin brought about transient decreases in cellular [ATP] (0.41+/-0.04 pmol/cell to 0.31+/-0.02 pmol/cell), and activation of AMPKalpha1 (170.7%+/-31.2% basal) and the glycolytic enzyme inducible phosphofructokinase 2 (iPFK-2) (225.0%+/-46.1% basal), with the latter effects coinciding with recovery from ATP depletion. In contrast, exercise-induced transient (approximately 1 h) decreases in AMPKalpha1 phosphorylation (64.4%+/-17.6% basal). This AMPK inactivation coincided with comparable transient decreases in other immune parameters (salivary IgA levels, serum cytokine levels, monocyte CD36 expression). Although the brief exercise bout employed here is not sufficient to cause full-fledged immunosuppression, exercise-induced transient decreases in mononuclear cell AMPK activation (as seen in this study) may cause energy depletion within individual immune cells, and therefore have an impact upon their ability to carry out their functions. Thus, we suggest that prolonged, repeated, high-intensity exercise that leads to clinically relevant immunosuppression may do so via AMPK inactivation within immune cells.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 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 | 0.000 | 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".