B cell-derived acetylcholine promotes liver regeneration by regulating Kupffer cell and hepatic CD8+ T cell function
Bibliographic record
Abstract
<h2>Summary</h2> Liver regeneration (LR) is essential for recovery from acute trauma, cancer surgery, or transplantation. Neurotransmitters such as acetylcholine (ACh) play a role in LR by stimulating immune cells and augmenting hepatocyte proliferation, but the source of this ACh remains unclear. Here, we demonstrated that B cells expressing choline acetyltransferase (ChAT), which synthesizes ACh, were required for LR. Mice lacking ChAT<sup>+</sup> B cells subjected to partial hepatectomy (PHX) displayed greater mortality due to failed LR. Kupffer cells and hepatic CD8<sup>+</sup> T cells expressed the α7 nicotinic ACh receptor (nAChR), and LR was disrupted in mice lacking α7 nAChR. Mechanistically, B cell-derived ACh signaled through α7 nAChR to positively regulate the function of regenerative Kupffer cells and to control the activation of hepatic CD8<sup>+</sup> T cells to curtail harmful interferon-gamma (IFNγ) production. Our work offers insights into LR mechanisms that may point to therapies for liver damage.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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".