Marcela González-Gross, Carlos Quesada-González, Javier Rueda, Manuel Sillero-Quintana, Nicolas Issaly, Angel Enrique Díaz, Eva Gesteiro, David Escobar-Toledo, Rafael Torres-Peralta, Marc Roller, Amelia Guadalupe-Grau
Journal: International journal of environmental research and public health 2021;18(11):5538
PMID: 34067240
Recreational running (RR) is becoming a popular way to increase physical activity for improving health, together with a higher incidence of knee injuries. The aim was to analyze the effect of a four-week supplementation with a mixture of , on males, middle-aged, RR with an undiagnosed knee discomfort. A randomized triple-blind placebo-control trial was conducted among male RR aged 40-60 years suffering from self-declared knee discomfort after training. Participants were assigned to supplementation (2 g/day in 6 doses; = 13; intervention group (IG)) or matched placebo ( = 15; control group (CG)) for 4 weeks. At pre- and post-intervention, assessment of routine blood biomarkers, body composition, running biomechanics and body temperature was performed using standardized procedures. Machine learning (ML) techniques were used to classify whether subjects belonged to IG or CG. ML model was able to correctly classify individuals as IG or CG with a median accuracy of 0.857. Leg fat mass decreased significantly ( = 0.037) and a deeper reduction in knee thermograms was observed in IG ( < 0.05). Safety evaluation revealed no significant differences in the rest of parameters studied. Subjects belonging to IG or CG are clearly differentiated, pointing into an effect of the supplement of ameliorating inflammation.
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