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Record W4413813419 · doi:10.1101/2025.08.25.671702

Loss of HMGCS2-mediated intestinal stem cell ketogenesis is a metabolic barrier to mucosal healing in Ulcerative colitis

2025· preprint· en· W4413813419 on OpenAlexaff
Duncan Rutherford, Robert K. Whelan, Alexandra J. Cavanagh, Claire Adams, P Cartlidge, Mairi H. Hodge, Nigel B. Jamieson, Claire Kennedy Dietrich, Darren Ruane, Joshua Rusbuldt, Koichi Hashikawa, Anna L. Smith, Laura C. Greaves, Gareth‐Rhys Jones, Gwo‐Tzer Ho

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2025
Typepreprint
Languageen
FieldMedicine
TopicDiet and metabolism studies
Canadian institutionsInstitute of Infection and Immunity
FundersCancer Research UKWellcome TrustLeona M. and Harry B. Helmsley Charitable Trust
KeywordsKetogenesisKetone bodiesUlcerative colitisBiologyStem cellTranscriptomeBarrier functionCell biologyCancer researchEndocrinologyInternal medicineMedicineDiseaseMetabolismBiochemistryGene expression

Abstract

fetched live from OpenAlex

Abstract Human colonic epithelial cells express high levels of 3-Hydroxy-3-methylglutaryl-CoA synthase 2 (HMGCS2), the crucial mitochondrial enzyme responsible for the production ketone bodies, predominantly beta-hydroxybutyrate (βHB). Ketogenesis is an important metabolic pathway responsible for energy production in states of fasting and in the intestine ketone bodies are also important in regulating intestinal stem cell (ISC) homeostasis and regeneration. Using combined single-cell and spatial transcriptomics, organoids and prospective longitudinal mucosal analysis, we demonstrated a profound loss of ISC HMGCS2-mediated ketogenesis with consequential detrimental effect on Ulcerative colitis (UC), a chronic inflammatory bowel disease that affects ∼4 million individuals worldwide. We show that βHB restores UC ISC metabolic function, reduces cellular stress with further evidence of epigenetic programming key for restoration of ISC function. Furthermore, low colonic HMGCS2 expression is associated with treatment failure of multiple biological immune therapies in UC. Our findings reveal the crucial role for HMGCS2 and loss of ketogenesis as the ‘tipping point’ for pathogenic epithelial dysfunction and importantly, a promising metabolic therapeutic target for UC.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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.

Opus teacher head0.018
GPT teacher head0.252
Teacher spread0.234 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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