ReviewInternational journal of molecular sciences2026
Training Load Oscillation and Epigenetic Plasticity: Molecular Pathways Connecting Energy Metabolism and Athletic Personality.
Review in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 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.
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Who cites it
14 citing papers in PubMed.
- Review
- Nutritional Strategies for Recovery-Adaptation Coupling After Exercise: From Muscle Damage to Performance Remodeling.Nutrients · 2026Review
- High-Intensity Exercise Performance as a Complex Adaptive System: An Integrative Review.Muscles (Basel, Switzerland) · 2026Review
- Review
- Optimizing Athletic Performance: A Systems Framework for Adaptive Training, Load Management, and Decision-Making.Journal of functional morphology and kinesiology · 2026Review
- Review
- Exercise Timing in Sport: Molecular and Physiological Mechanisms Linking Performance, Recovery, and Biological Cost.International journal of molecular sciences · 2026Review
- Temporal Metabolomics Profiling Reveals Liver Metabolic Control in Single and Repeated Exhaustive Exercise in Murine Models.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026Article
- Biomarkers as Temporal Signals: A Decision-Linked Multi-Layer Framework for Exercise Recovery, Overload, and Adaptation.International journal of molecular sciences · 2026Review
- Molecular Biomarkers of Training Responses: A Systems Framework for Exercise Adaptation and Athlete Monitoring.International journal of molecular sciences · 2026Review
- Antioxidants and Exercise: A Redox-Informed Framework for Training Adaptation, Performance, and Recovery.Antioxidants (Basel, Switzerland) · 2026Review
- Training-Fuel Coupling (TFC): A Molecular Sports Nutrition Framework for Energy Availability, Chrono-Nutrition, and Performance Optimization.Nutrients · 2026Review
- Metabolic Overdrive in Elite Sport: A Systems Model of AMPK-mTOR Oscillation, NADInternational journal of molecular sciences · 2026Review
- Skeletal muscle mitochondrial-methylation-neurotransmitter crosstalk: a novel synergistic model of betaine, tyrosine, and Cordyceps for exercise performance in older adults, individuals with metabolic disorders, and healthy populations.Frontiers in nutrition · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Training adaptation involves muscular-metabolic remodeling and personality-linked traits such as motivation, self-regulation, and resilience. This narrative review examines how training load oscillation (TLO)-the deliberate variation in exercise intensity, volume, and substrate availability-may function as a systemic epigenetic stimulus capable of shaping both physiological and psychological adaptation. Fluctuating energetic states reconfigure key energy-sensing pathways (AMPK, mTOR, CaMKII, and SIRT1), thereby potentially influencing DNA methylation, histone acetylation, and microRNA programs linked to PGC-1α and BDNF. This review synthesizes converging evidence suggesting links between these molecular responses and behavioral consistency, cognitive control, and stress tolerance. Building on this literature, a systems model of molecular-behavioral coupling is proposed, in which TLO is hypothesized to entrain phase-shifted AMPK/SIRT1 and mTOR windows, alongside CaMKII intensity pulses and a delayed BDNF crest. The model generates testable predictions-such as amplitude-dependent PGC-1α demethylation, BDNF promoter acetylation, and NR3C1 recalibration under recovery-weighted cycles-and highlights practical implications for timing nutritional, cognitive, and recovery inputs to molecular windows. Understanding TLO as an entrainment signal may help integrate physiology and psychology within a coherent, durable performance strategy. This framework is conceptual in scope and intended to generate testable hypotheses rather than assert definitive mechanisms, providing a structured basis for future empirical investigations integrating molecular, physiological, and behavioral outcomes.
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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.