Evidence map›Paper›PMID 41299811›Full record

ArticleThe Journal of physiology2026

Linking systemic metabolic state to long-term motor memory: Insights from respiratory exchange ratio and glucose manipulation.

Takuji Hayashi, Nobuyasu Nakano, Sohei Washino, Akihiko Murai

Abstract read
In one paragraph

Article in The Journal of physiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Takuji HayashiGraduate School of Education, The University of Tokyo, Tokyo, Japan.ORCID 0000-0002-3875-6829
Nobuyasu NakanoCenter for Information and Neural Networks, National Institute of Information and Communications Technology, Osaka, Japan.
Sohei WashinoResearch Institute on Human and Societal Augmentation, National Institute of Advanced Industrial Science and Technology, Chiba, Japan.
Akihiko MuraiResearch Institute on Human and Societal Augmentation, National Institute of Advanced Industrial Science and Technology, Chiba, Japan.

Funding

Japan Society for the Promotion of Science JP23H03296Moonshot Research and Development Program JPMJMS2239Precursory Research for Embryonic Science and Technology JPMJPR23S8
6 · The paper itself

Abstract

Respiration is a crucial metabolic process that converts macronutrients, carbohydrates and fats, and oxygen into energy and carbon dioxide to support motor actions. Moreover, the brain is a significant energy consumer, accounting for large portions of the body's total energy expenditure and relying primarily on carbohydrates for neural activity and plasticity. However, it is not known whether gas composition in breathing can serve as an indicator of neural activity and plasticity as they can for movement intensity. In human reaching movement tasks, we evaluated time-constants of sensorimotor learning during the recording of gas exchange. We computed the respiratory exchange ratio (RER), indicating whether carbohydrate or fat is used preferentially, and found that the RER was unaffected by the execution and learning of reaching movements and that it was stable within but varied across individuals. Interestingly, using computational modelling to identify short and long-time constants of sensorimotor learning, individual RER levels correlated with the estimated slow component of learning dynamics, suggesting a link between metabolic state and processes underlying long-term retention. To probe this further, we used glucose administration, known to increase RER by promoting carbohydrate utilisation, before training. Regression analysis indicated that glucose-induced RER increases during training were associated with enhanced estimated 24 h retention at the intra-individual level. Together, RER is associated with processes underlying long-term memory acquisition and retention, and glucose administration shifted the physiological idling state for the processes. Unravelling the specific neurobiological pathway from these intriguing breathing metrics to brain function emerges as a compelling new research direction. KEY POINTS: The brain is a major energy consumer (20% of total energy from only 2% of body weight), primarily using carbohydrates for neural activity and plasticity. The respiratory exchange ratio (RER) in breath signals the body's balance of fat-carbohydrate fuel use; this study explored whether RER reflects neural processes in motor memory acquisition and retention. Individual RER, stable during reaching tasks but varying across participants, correlated with the computationally estimated slow component of learning dynamics, which is linked to long-term retention. Glucose administration, known to increase RER, was associated with improved estimated 24 h motor memory retention at an individual level. The results suggest that RER indicates long-term motor memory processes and that manipulating RER via glucose may enhance motor memory, offering a new neurobiological pathway from these intriguing breathing metrics to memory function and potential practical implications for a simple but plausible intervention.

Indexed as

GlucoseMemory, Long-TermPulmonary Gas ExchangeAdultFemaleHumansLearningMaleYoung AdultGlucoseglucose interventionlong‐term memoryreaching movementrespiratory exchange ratiosensorimotor learning

Identifiers

PMID41299811
PMCPMC12871920

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.