Metabolite patterns of patients with peripheral arterial disease in response to exercise
Bellomo, T. R.; Tsao, N. L.; Johnston-Cox, H.; Borkowski, K.; Shakt, G.; Judy, R.; Moore, J. S.; Ractcliffe, S. J.; Fiehn, O.; Mohler, E.; Newman, J. W.; Damrauer, S. M.
Show abstract
Supervised exercise therapy (SET) is an effective intervention for symptomatic peripheral artery disease. Its effect on metabolism, measured by the circulating metabolome is not well understood. Participants underwent the Gardner graded treadmill test before and after SET and blood was sampled before and after each treadmill test. We tested the average association of metabolite levels with timing of blood draws. We used five models to identify metabolites or changes in metabolites at specific time points that associate with treadmill test performance or inter-individual variability in functional performance after SET. When analyzing individual time points, high levels of anandamide (AEA) before any exercise interventions were associated with shorter, or worse, walking time. Increased arachidonic acid (AA) and decreased levels of AA precursors (dihomo-{gamma}-linolenic acid and diacylglycerol) before any exercise was associated with shorter walking times. Participants who tolerated large increases in AA during acute exercise had longer, or better, walking times before and after SET. We identified two pathways of relevance to individual response to SET: AEA synthesis may increase the activity at endocannabinoid receptors, resulting in worse treadmill test performance. SET may help train patients withstand higher levels of AA and inflammatory signaling, resulting in longer walking times.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A 2-Hydroxybutyrate-mediated feedback loop regulates muscular fatigue 92%
- Genetic and environmental determinants of variation in the plasma lipidome of older Australian twins 92%
- Machine learning and biological validation identify sphingolipids as key mediators of paclitaxel-induced neuropathy in cancer patients 92%
Similar papers in this journal
- Local Shifts in Inflammatory and Resolving Lipid Mediators in Response to Tendon Overuse 93%
- Exercise twice-a-day potentiates markers of mitochondrial biogenesis in men 93%
- Time to run: Late rather than early exercise training in mice remodels the gut microbiome and reduces atherosclerosis development 93%
Similar papers in this journal
- 17α-estradiol Alleviates High-Fat Diet-Induced Inflammatory and Metabolic Dysfunction in Skeletal Muscle of Male and Female Mice 94%
- Metabolomic and transcriptomic remodeling of bone marrow myeloid cells in response to maternal obesity 94%
- Loss of hepatic phosphoenolpyruvate carboxykinase 1 dysregulates metabolic responses to acute exercise but enhances adaptations to exercise training in mice 94%
Similar papers in this journal
- Metabolic biomarkers for peripheral artery disease compared with coronary artery disease: Lipoprotein and metabolite profiling of 31,657 individuals from five prospective cohorts 92%
- Effects of Age and Sex on Systemic Inflammation and Cardiometabolic Function in Individuals with Type 2 Diabetes 92%
- Accumulating Sedentary Time and Physical Activity from Childhood to Adolescence and Cardiac Function in Adolescence 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.