ReviewCell metabolism2026
How to train your rodent: Recommendations for the preclinical study of exercise-induced benefits in metabolic research.
Review in Cell metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
3 citing papers in PubMed.
- Sex-Dependent S1P-Related Gene Expression in Brown Adipose Tissue Across Exercise and Thermal Conditions.International journal of molecular sciences · 2026Article
- The role of metabolic disorders in major depressive disorder.Molecular biology reports · 2026Review
- Exercise modulation of BDNF/TrkB signaling in Parkinson's disease: an evidence-calibrated review of neuroprotective mechanisms, biomarker limitations, and translational gaps.Frontiers in neurologyReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors.
Funding
Abstract
Regular physical activity is fundamental in promoting health and longevity. Numerous studies highlight the beneficial effects of exercise on metabolic parameters, but uncovering the mechanisms underlying the complex cellular responses and adaptations remains challenging in humans. Thus, animal models, in particular rodent models, have been indispensable for unveiling the underlying biological responses to exercise. Studies with precise exercise designs and diverse genetic models are vital for uncovering mechanistic pathways and informing pharmacological and behavioral strategies to combat non-communicable chronic diseases. Despite decades of research, recommendations to design preclinical exercise interventions and to measure key metabolic exercise adaptations in rodents have yet to be established. To enhance animal-to-human translation and ensure reproducibility, exercise studies must be rigorously controlled. Here, we outline key experimental considerations in rodents, including protocol design, exercise modality, sex, age, housing temperature, and circadian rhythm, to guide best practices and promote standardization and translation in future preclinical exercise studies.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.