ArticleInternational journal of epidemiology2016
Objectively measured physical activity and plasma metabolomics in the Shanghai Physical Activity Study.
Article in International journal of epidemiology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05672758 (The Effect of Long-lasting Adaptation to Intensive Speed-power and Endurance Training on Plasma Free Amino Acids Concentration at Rest, During Graded Exercise and Post-exercise Recovery), which is not on this map. Cited by 58 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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.
The Effect of Long-lasting Adaptation to Intensive Speed-power and Endurance Training on Plasma Free Amino Acids Concentration at Rest, During Graded Exercise and Post-exercise Recovery
Who cites it
58 citing papers in PubMed, 1 synthesis or guideline pooled it, 81 citations in OpenAlex.
- Metabolomic profiles of being physically active and less sedentary: a critical review.Metabolomics : Official journal of the Metabolomic Society · 2021Pooled it
- Association of Physical Activity With Bioactive Lipids and Cardiovascular Events.Circulation research · 2022Trial
- Association of Modifiable Lifestyle Factors with Plasma Branched-Chain Amino Acid Metabolites in Women.The Journal of nutrition · 2022Trial
- Metabolomics and cancer preventive behaviors in the BC Generations Project.Scientific reports · 2021Trial
- The plasma metabolome of women in early pregnancy differs from that of non-pregnant women.PloS one · 2019Trial
- Effectiveness of vitamin D therapy in improving metabolomic biomarkers in obesity phenotypes: Two randomized clinical trials.International journal of obesity (2005) · 2018Trial
- Effects of an Exercise and Nutritional Intervention on Circulating Biomarkers and Metabolomic Profiling During Adjuvant Treatment for Localized Breast Cancer: Results From the PASAPAS Feasibility Randomized Controlled Trial.Integrative cancer therapiesTrial
- Leisure-time physical activity and metabolomic trajectories over the transition from late midlife to old age.The journals of gerontology. Series A, Biological sciences and medical sciences · 2026Article
- Article
- Observational
- Metabolomic signatures connect and mediate sedentary time-driven mortality risk in patients with cardiovascular disease.Frontiers in sports and active living · 2026Article
- Maternal Physical Activity and Its Relationship to the Human Milk Metabolome and Infant Body Composition.The Journal of clinical endocrinology and metabolism · 2025Article
- Plasma metabolites, metabolic risk score and colorectal cancer risk: a prospective cohort study.European journal of epidemiology · 2025Article
- Lipidomic markers of habitual physical activity and risk of type 2 diabetes in American Indians.Scientific reports · 2025Article
- Physical activity, metabolites, and breast cancer associations.Journal of the National Cancer Institute · 2025Article
- Sample Preparation for Metabolomic Analysis in Exercise Physiology.Biomolecules · 2024Review
- Identifying the Shared Metabolite Biomarkers and Potential Intervention Targets for Multiple Sarcopenia-Related Phenotypes.International journal of molecular sciences · 2024Article
- Interlaboratory comparison of standardised metabolomics and lipidomics analyses in human and rodent blood using the MxPbioRxiv : the preprint server for biology · 2024Article
- Metabolomics to Understand Alterations Induced by Physical Activity during Pregnancy.Metabolites · 2023Review
- Trends in insufficient physical activity among adults in China 2010-18: a population-based study.The international journal of behavioral nutrition and physical activity · 2023Article
Corrections and comments
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Authors and funding
11 authors at 7 institutions in 4 countries.
Funding
Abstract
backgroundPhysical activity is associated with a variety of health benefits, but the biological mechanisms that explain these associations remain unclear. Metabolomics is a powerful tool to comprehensively evaluate global metabolic signature associated with physical activity and helps to pinpoint the pathways that mediate the health effects of physical activity. There has been limited research on metabolomics and habitual physical activity, and no metabolomics study has examined sedentary behaviour and physical activity of different intensities.
methodsIn a group of Chinese adults (N = 277), we used an untargeted approach to examine 328 plasma metabolites in relation to accelerometer-measured physical activity, including overall volume of physical activity (physical activity energy expenditure (PAEE) and duration of physically active time) and sedentary time, and measures related to different intensities of physical activity (moderate-to-vigorous activity (MVPA), light activity, average physical activity intensity).
resultsWe identified 11 metabolites that were associated with total activity, with a false discovery rate of 0.2 or lower. Notably, we observed generally lower levels of amino acids in the valine, leucine and isoleucine metabolism pathway and of carbohydrates in sugar metabolism among participants with higher activity levels. Moreover, we found that PAEE, time spent in light activity and duration of physically active time were associated with a similar metabolic pattern, whereas the metabolic signature associated with sedentary time mirrored this pattern. In contrast, average activity intensity and time spent in MVPA appeared to be associated with somewhat different metabolic patterns.
conclusionsOverall, the metabolomics patterns support a beneficial role of higher volume of physical activity in cardiometabolic health. Our findings identified candidate pathways and provide insight into the mechanisms underlying the health effects of physical activity.
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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.