ReviewPeerJ2026
Research progress on exercise fatigue from the perspective of fatigue biomarkers.
Review in PeerJ, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 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
2 citing papers in PubMed.
- Long-Term Bergamot Essential Oil Inhalation Alleviates Prolonged Exercise-Induced Fatigue in Rats Through the Modulation of Skeletal Muscle Inflammation, Oxidative Stress, and Regeneration-Related Signaling.International journal of molecular sciences · 2026Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Exercise-induced fatigue refers to the physiological processes of body functions that cannot be sustained at a specific level during exercise or the inability of the organs to maintain a predetermined level of intensity. Exercise-induced fatigue is a comprehensive physiological process, which is mainly reflected in the body's neuromuscular system and cardiovascular system. The study of fatigue-related physiological responses related to exercise-induced fatigue provides crucial insights into the underlying mechanisms, enables the assessment of fatigue levels, and aids in the formulation of effective recovery strategies. This review summarized the latest advancements in the research of biomarkers associated with exercise-induced fatigue, exploring the mechanisms of various biomarkers, detection methods, and their applications in sports medicine. Studies have shown that energy substances, metabolites, blood bioindicators, central neurotransmitters, free radicals, urine, saliva, etc., are related to exercise-induced fatigue-related biomarkers in human body. Among them, energy-related substances were the first fatigue markers studied, and metabolites in blood or urine were gradually used as biomarkers as research was deepened and testing methods were refined. The presence of central neurotransmitters gradually increased, and researchers gradually emphasized the important role of neurotransmitters in exercise-induced fatigue. Through a comprehensive analysis of relevant literature, this paper aimed to offer guidance for future research directions and promote a more scientific approach to managing exercise-induced fatigue.
Indexed as
Identifiers
What Socratic 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 Socratic graph.