ArticleSports medicine - open2022
Network Physiology of Exercise: Beyond Molecular and Omics Perspectives.
Article in Sports medicine - open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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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.
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Who cites it
27 citing papers in PubMed.
- Network integration and evolution of organ systems interactions during incremental exercise.European journal of applied physiology · 2026Article
- Review
- High-Intensity Exercise Performance as a Complex Adaptive System: An Integrative Review.Muscles (Basel, Switzerland) · 2026Review
- Networks of respiratory-muscular coupling in exercise and fatigue in young adults.Physiological reports · 2026Article
- How do physiological networks respond to normobaric hypoxia and isometric exercise?Experimental physiology · 2026Article
- Multiscale Mechanisms of Exercise-Induced Neuroplasticity: From Molecular Pathways to Network Dynamics and Behavioral Adaptation.Brain sciences · 2026Review
- Stronger hearts, weaker leaps? The cardiac power paradox in elite soccer.European journal of applied physiology · 2026Article
- Effects of acute caffeine ingestion on post-activation performance enhancement following individualized drop-jump conditioning in high-level male basketball players: a randomized, double-blind, placebo-controlled crossover trial.Frontiers in physiology · 2026Article
- The amplitude-amplitude cross-frequency coupling method: a step-by-step guide to quantifying physiological network interactions.Frontiers in network physiology · 2026Article
- Time-variability of muscle oxygen saturation during graded maximal exercise.European journal of applied physiology · 2026Article
- Beyond hypertrophy: a network physiology perspective on the cardio-neuromuscular trade-off in elite soccer.Frontiers in network physiology · 2026Article
- Network physiology in space: vision and perspectives on exploring physiological networks during spaceflight for the benefit of life on earth.Frontiers in network physiology · 2026Article
- Personalized Nutritional Assessment and Intervention for Athletes: A Network Physiology Approach.Nutrients · 2025Review
- Neurobiological mechanisms of the effect of exercise on depressive disorder: analysis using CiteSpace.Frontiers in psychiatry · 2025Review
- Case Report: network physiology markers of inter-muscular interactions indicate reversal of age decline with exercise training.Frontiers in network physiology · 2025Article
- Combined proteomics and metabolomics analysis reveal the effect of a training course on the immune function of Chinese elite short-track speed skaters.Immunity, inflammation and disease · 2024Article
- Agreement of Air Bike and Treadmill Protocols to Assess Maximal Oxygen Uptake: An Exploratory Study.International journal of exercise science · 2024Article
- Dynamic interactions of physiological systems during competitive gaming: insights from network physiology - case report.Frontiers in network physiology · 2024Article
- Why Humble Farmers May in Fact Grow Bigger Potatoes: A Call for Street-Smart Decision-Making in Sport.Sports medicine - open · 2023Article
- Network of muscle fibers activation facilitates inter-muscular coordination, adapts to fatigue and reflects muscle function.Communications biology · 2023Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Molecular Exercise Physiology and Omics approaches represent an important step toward synthesis and integration, the original essence of Physiology. Despite the significant progress they have introduced in Exercise Physiology (EP), some of their theoretical and methodological assumptions are still limiting the understanding of the complexity of sport-related phenomena. Based on general principles of biological evolution and supported by complex network science, this paper aims to contrast theoretical and methodological aspects of molecular and network-based approaches to EP. After explaining the main EP challenges and why sport-related phenomena cannot be understood if reduced to the molecular level, the paper proposes some methodological research advances related to the type of studied variables and measures, the data acquisition techniques, the type of data analysis and the assumed relations among physiological levels. Inspired by Network Physiology, Network Physiology of Exercise provides a new paradigm and formalism to quantify cross-communication among diverse systems across levels and time scales to improve our understanding of exercise-related phenomena and opens new horizons for exercise testing in health and disease.
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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.