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Record W1991555893 · doi:10.1113/jphysiol.2006.113142

Exercising women throw a wrench in the gears of the AMPK–lipid oxidation link

2006· letter· en· W1991555893 on OpenAlexaff
Mark A. Tarnopolsky

Bibliographic record

VenueThe Journal of Physiology · 2006
Typeletter
Languageen
FieldMedicine
TopicAdipose Tissue and Metabolism
Canadian institutionsMcMaster University
Fundersnot available
KeywordsAMPKSkeletal muscleEndocrinologyInternal medicineLipid oxidationBeta oxidationChemistryLipid metabolismMedicineMetabolismProtein kinase ABiochemistryEnzymeAntioxidant

Abstract

fetched live from OpenAlex

Several studies, including one in this issue of The Journal of Physiology (Roepstorff et al. 2006), have found that women oxidize more lipid than men during endurance exercise (Friedlander et al. 1999; Carter et al. 2001). The carefully controlled study reported in this issue (Roepstorff et al. 2006) evaluated AMPK signalling as a mechanism for a sex difference in metabolism by evaluating the potential role of AMPK in the regulation of skeletal muscle fat oxidation during exercise. It has been suggested that AMPK is a skeletal muscle energy sensor responding to elevated free AMP content during muscle contraction, which, in turn, inactivates acetyl CoA carboxylase, decreases malonyl CoA and removes its inhibitory effect on CPT1 activity (for review see Hardie & Sakamoto, 2006). Roepstorff et al. had moderately trained males and females complete 90 min of cycling at 60% and found that skeletal muscle AMPK Thr172 and α2AMPK activity increased significantly with a concomitant increase in free AMP, the AMP/ATP ratio and free creatine in men, but not women (Roepstorff et al. 2006). These data suggested the higher lipid oxidation seen in women during submaximal endurance exercise was associated with lower ‘cellular energy stress’, but not with AMPK status (Roepstorff et al. 2006). Consequently, the results of the current study suggest that either the AMPK–fat oxidation relationship is more complicated than originally proposed, or that the regulation of fat oxidation is independent of AMPK in women. They also confirmed earlier reports of a higher proportion of type 1 muscle fibres in women (Carter et al. 2001), and added novel data showing a correspondingly higher capillarization (∼23%). These latter findings suggest that fibre type and capillarization can partially explain the sex difference in metabolism; however, there must be other factors at work given that acute 17-β-oestradiol administration can influence exercise substrate selection within days (Devries et al. 2005), which is far too rapid for capillarization or fibre type transformation to occur. In the future, it will be of great interest to determine the role of 17-β-oestradiol on AMPK activity and its ultimate effect on capillarization and fibre type. Initial insight into this could be gleaned from the AMPK mRNA and protein abundance and phosphorylation status in response to acute 17-β-oestradiol administration; however, fibre type and capillarization influences will likely require longer term animal studies. As is the case with every study done well, more questions and research ideas are generated, particularly with respect to the AMPK–fat oxidation relationship in human skeletal muscle. Researchers in every aspect of exercise physiology will be further reminded of the need to control for potential sex differences and metabolism in all aspects of research design.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.012
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0120.003

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 head0.266
Teacher spread0.248 · 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 designNot applicable
Domainnot available
GenreCommentary

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

Citations3
Published2006
Admission routes1
Has abstractyes

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