ReviewDiabetes2024
Molecular Insights From Multiomics Studies of Physical Activity.
Review in Diabetes, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 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
11 citing papers in PubMed.
- A complementary amino acid formulation enhances exercise-induced skeletal muscle remodeling during resistance training.Physical activity and nutrition · 2026Article
- Critical Factors for Health Behavior Among University Students: The Role of Health Consciousness, Health Knowledge, and Risk Perception.Healthcare (Basel, Switzerland) · 2026Article
- Untargeted Metabolomics Identifies N-Lactoyl-Amino Acids as Dose-Responsive Plasma Biomarkers of Metformin Adherence in Type 2 Diabetes.Clinical pharmacology and therapeutics · 2026Article
- Systemic Integrative Mechanisms and Intervention Strategies in Exercise-Induced Skeletal Muscle Damage: Evidence from Animal, Clinical, and Multi-Omics Studies.International journal of molecular sciences · 2026Review
- The Redox Enzyme Thioredoxin Is Increased in Plasma Extracellular Vesicles From Endurance-Trained Females in Response to Acute Exercise.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2025Article
- From Multi-omics To Personalized Training: The Rise of Enduromics and Resistomics.Sports medicine - open · 2025Article
- The Impact of Physical Exercise on Male Fertility Through Its Association with Various Processes and Aspects of Human Biology.Journal of clinical medicine · 2025Review
- Wearables in Chronomedicine and Interpretation of Circadian Health.Diagnostics (Basel, Switzerland) · 2025Review
- Multi-omics analysis reveals that alginate oligosaccharides mitigate ochratoxin A-induced renal impairment in mice and is relevant to the regulation of PPAR signaling.Frontiers in veterinary science · 2025Article
- Molecular aspects of the exercise response and training adaptation in skeletal muscle.Free radical biology & medicine · 2024Review
- Molecular insights of exercise therapy in disease prevention and treatment.Signal transduction and targeted therapy · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Physical activity confers systemic health benefits and provides powerful protection against disease. There has been tremendous interest in understanding the molecular effectors of exercise that mediate these physiologic effects. The modern growth of multiomics technologies-including metabolomics, proteomics, phosphoproteomics, lipidomics, single-cell RNA sequencing, and epigenomics-has provided unparalleled opportunities to systematically investigate the molecular changes associated with physical activity on an organism-wide scale. Here, we discuss how multiomics technologies provide new insights into the systemic effects of physical activity, including the integrative responses across organs as well as the molecules and mechanisms mediating tissue communication during exercise. We also highlight critical unanswered questions that can now be addressed using these high-dimensional tools and provide perspectives on fertile future research directions.
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.