Abstract 15168: Plasma Metabolomic Profiling Identifies Markers of Cardiorespiratory Fitness Responsive to Endurance Exercise Training
Circulation 146(Suppl_1)
Article 2022 English
Authors
PR
Prashant Rao
MM
Michael Mi
JB
Jacob L. Barber
Abstract
1 min read
Background: High-throughput metabolite profiling allows for the assessment of thousands of metabolites that may participate in exercise-related pathways. Here, we characterize plasma metabolite changes in healthy individuals undergoing endurance exercise training (ET) to identify biochemical features of VO 2 max and/or those responsive to ET. Methods: We measured 444 known metabolites and 3221 non-targeted metabolite peaks using liquid chromatography tandem mass spectrometry and VO 2 max using CPET before and after 20 weeks of supervised, endurance ET in 654 sedentary participants (mean age=34y; 39% self-identified Black) from the HERITAGE Study. Multivariate linear regression assessed the relation between metabolites and baseline VO 2 max (ml·kg –1 ·min –1 ), adjusting for age, sex, and race. Changes after ET were determined using paired t tests. We used a false discovery rate (q) < 0.05 to determine statistical significance. Results: 494 metabolites were associated with VO 2 max, the majority (375/494) of which were non-targeted (unknown) metabolites with greater effect sizes than targeted peaks [β range: -29.66 - 17.80 and -22.76 - 12.87 for unknown and known metabolites]. We recapitulated known metabolite associations with VO 2 max including DMGV, branched chain amino acids, and uric acid ( Figure 1 ). 110 of 560 metabolites that changed after ET were associated with VO 2 max, including non-targeted peaks that concordantly changed after ET (e.g. metabolite peaks positively associated with VO 2 max that increased with ET; m/z 385.3056 and 695.5086; β for VO 2 max = 9.82 and -19.33, q= 5.56e-7 and 2.61e-17, and log fold-change = 0.03 and -0.01, q=9.58e-13 and 1.93e-4, respectively). Conclusions: We identified novel metabolite peaks associated with VO 2 max that concordantly changed after ET. Non-targeted metabolomic profiling reveals new markers related to VO 2 max and exercise response, motivating ongoing work to unambiguously identify these compounds.
Katie Fredrickson, Mahesh Manish, Jacob L. Barber, Shuliang Deng, Prashant Rao, Michael Mi, Prasun K Dev, Laurie Farrell, Clary B. Clish, Claude Bouchard, Robert E. Gerszten, Mark A. Sarzynski, Jeremy Robbins
Jeremy Robbins, Prashant Rao, Michael Mi, Michelle J. Keyes, Shuliang Deng, Daniel H. Katz, Pierre M. Jean Beltran, Usman A. Tahir, Jacob L. Barber, Laurie Farrell, Clary B. Clish, Mark A. Sarzynski, Claude Bouchard, Robert E. Gerszten
William G. Hoffmann, Jacob L. Barber, Prasun K Dev, W.A. Clarkson, Guoshuai Cai, Prashant Rao, Michael Mi, Daniel H. Katz, Sujoy Ghosh, Clary B. Clish, Jeremy Robbins, Claude Bouchard, Robert E. Gerszten, Mark A. Sarzynski
Prasun K Dev, Jacob L. Barber, W.A. Clarkson, Jeremy Robbins, Prashant Rao, Michael Mi, Sujoy Ghosh, Daniel H. Katz, Clary B. Clish, Claude Bouchard, Robert E. Gerszten, Mark A. Sarzynski
Jeremy Robbins, Prashant Rao, Shuliang Deng, Michelle J. Keyes, Usman A. Tahir, Daniel H. Katz, Pierre M. Jean Beltran, François Marchildon, Jacob L. Barber, Bennet Peterson, Yan Gao, Adolfo Correa, James G. Wilson, J. G. Smith, Paul Cohen, Robert Ross, Claude Bouchard, Mark A. Sarzynski, Robert E. Gerszten
Discussion(0)
No comments yet. Be the first to comment.