Association of Dimethylguanidino Valeric Acid With Partial Resistance to Metabolic Health Benefits of Regular Exercise.

Importance Metabolic responses to exercise training are variable. Metabolite profiling may aid in the clinical assessment of an individual's responsiveness to exercise interventions. Objective To investigate the association between a novel circulating biomarker of hepatic fat, dimethylguanidino valeric acid (DMGV), and metabolic health traits before and after 20 weeks of endurance exercise training. Design, Setting, and Participants This study involved cross-sectional and longitudinal analyses of the Health, Risk Factors, Exercise Training, and Genetics (HERITAGE) Family Study, a 20-week, single-arm endurance exercise clinical trial performed in multiple centers between 1993 and 1997. White participants with sedentary lifestyles who were free of cardiometabolic disease were included. Metabolomic tests were performed using a liquid chromatography, tandem mass spectrometry method on plasma samples collected before and after exercise training in the HERITAGE study. Metabolomics and data analysis were performed from August 2017 to May 2018. Exposures Plasma DMGV levels. Main Outcome and Measures The association between DMGV levels and measures of body composition, plasma lipids, insulin, and glucose homeostasis before and after exercise training. Results Among the 439 participants included in analyses from HERITAGE, the mean (SD) age was 36 (15) years, 228 (51.9%) were female, and the median (interquartile range) body mass index was 25 (22-28). Baseline levels of DMGV were positively associated with body fat percentage, abdominal visceral fat, very low-density lipoprotein cholesterol, and triglycerides, and inversely associated with insulin sensitivity, low-density lipoprotein cholesterol, high-density lipoprotein size, and high-density lipoprotein cholesterol (range of β coefficients, 0.17-0.46 [SEs, 0.026-0.050]; all P < .001, after adjusting for age and sex). After adjusting for age, sex, and baseline traits, baseline DMGV levels were positively associated with changes in small high-density lipoprotein particles (β, 0.14 [95% CI, 0.05-0.23]) and inversely associated with changes in medium and total high-density lipoprotein particles (β, -0.15 [95% CI, -0.24 to -0.05] and -0.19 [95% CI, -0.28 to -0.10], respectively), apolipoprotein A1 (β, -0.14 [95% CI, -0.23 to -0.05]), and insulin sensitivity (β, -0.13; P = 3.0 × 10-3) after exercise training. Conclusions and Relevance Dimethylguanidino valeric acid is an early marker of cardiometabolic dysfunction that is associated with attenuated improvements in lipid traits and insulin sensitivity after exercise training. Levels of DMGV may identify individuals who require additional therapies beyond guideline-directed exercise to improve their metabolic health.

[1]  Lyndon Joseph,et al.  NIH's Consortium on Molecular Transducers of Physical Activity (MoTrPAC) , 2019, The FASEB Journal.

[2]  R. Vasan,et al.  Dimethylguanidino valeric acid is a marker of liver fat and predicts diabetes , 2017, The Journal of clinical investigation.

[3]  Nolan J. Hoffman Omics and Exercise: Global Approaches for Mapping Exercise Biological Networks. , 2017, Cold Spring Harbor perspectives in medicine.

[4]  R. Ross,et al.  Effects of intensity and amount of exercise on measures of insulin and glucose: Analysis of inter-individual variability , 2017, PloS one.

[5]  Olga V. Demler,et al.  Cholesterol Efflux Capacity, High-Density Lipoprotein Particle Number, and Incident Cardiovascular Events: An Analysis From the JUPITER Trial (Justification for the Use of Statins in Prevention: An Intervention Trial Evaluating Rosuvastatin) , 2017, Circulation.

[6]  Donghee Kim,et al.  Nonobese Fatty Liver Disease , 2017, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[7]  K. Cusi Nonalcoholic steatohepatitis in nonobese patients: Not so different after all , 2017, Hepatology.

[8]  S. Fazio,et al.  HDL Particle Size and Functional Heterogeneity. , 2016, Circulation research.

[9]  M. Trenell,et al.  Modified high-intensity interval training reduces liver fat and improves cardiac function in non-alcoholic fatty liver disease: a randomized controlled trial. , 2015, Clinical science.

[10]  W. Kraus,et al.  The effects of exercise on the lipoprotein subclass profile: A meta-analysis of 10 interventions. , 2015, Atherosclerosis.

[11]  H. O'Connor,et al.  Effect of aerobic exercise training dose on liver fat and visceral adiposity. , 2015, Journal of hepatology.

[12]  K. Rye,et al.  HDL particle size is a critical determinant of ABCA1-mediated macrophage cellular cholesterol export. , 2015, Circulation research.

[13]  J. Hawley,et al.  Integrative Biology of Exercise , 2014, Cell.

[14]  R. Maas,et al.  Role of alanine:glyoxylate aminotransferase 2 in metabolism of asymmetric dimethylarginine in the settings of asymmetric dimethylarginine overload and bilateral nephrectomy. , 2014, Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association.

[15]  P. Ridker,et al.  High-Density Lipoprotein Cholesterol, Size, Particle Number, and Residual Vascular Risk After Potent Statin Therapy , 2013, Circulation.

[16]  R. Vasan,et al.  A genome-wide association study of the human metabolome in a community-based cohort. , 2013, Cell metabolism.

[17]  R. Vasan,et al.  Aminotransferase Levels Are Associated With Cardiometabolic Risk Above and Beyond Visceral Fat and Insulin Resistance: The Framingham Heart Study , 2013, Arteriosclerosis, thrombosis, and vascular biology.

[18]  S. Bode-Böger,et al.  Probing AGXT2 enzyme activity in mouse tissue by applying stable isotope-labeled asymmetric dimethyl arginine as substrate. , 2012, Journal of mass spectrometry : JMS.

[19]  James Tomlinson,et al.  Alanine-Glyoxylate Aminotransferase-2 Metabolizes Endogenous Methylarginines, Regulates NO, and Controls Blood Pressure , 2012, Arteriosclerosis, thrombosis, and vascular biology.

[20]  C. Fox,et al.  Fatty liver, abdominal adipose tissue and atherosclerotic calcification in African Americans: the Jackson Heart Study. , 2012, Atherosclerosis.

[21]  K. Häkkinen,et al.  Adverse Metabolic Response to Regular Exercise: Is It a Rare or Common Occurrence? , 2012, PloS one.

[22]  W. Kraus,et al.  Effects of aerobic vs. resistance training on visceral and liver fat stores, liver enzymes, and insulin resistance by HOMA in overweight adults from STRRIDE AT/RT. , 2011, American journal of physiology. Endocrinology and metabolism.

[23]  M. Nalls,et al.  Associations of Visceral and Liver Fat With the Metabolic Syndrome Across the Spectrum of Obesity: The AGES‐Reykjavik Study , 2011, Obesity.

[24]  J. George,et al.  Aerobic exercise training reduces hepatic and visceral lipids in obese individuals without weight loss , 2009, Hepatology.

[25]  B. S. Mohammed,et al.  Intrahepatic fat, not visceral fat, is linked with metabolic complications of obesity , 2009, Proceedings of the National Academy of Sciences.

[26]  G. Lippi,et al.  NASH Predicts Plasma Inflammatory Biomarkers Independently of Visceral Fat in Men , 2008, Obesity.

[27]  B. S. Mohammed,et al.  Liver, muscle, and adipose tissue insulin action is directly related to intrahepatic triglyceride content in obese subjects. , 2008, Gastroenterology.

[28]  Udo Hoffmann,et al.  Abdominal Visceral and Subcutaneous Adipose Tissue Compartments: Association With Metabolic Risk Factors in the Framingham Heart Study , 2007, Circulation.

[29]  F. Schick,et al.  High Visceral Fat Mass and High Liver Fat Are Associated with Resistance to Lifestyle Intervention , 2007, Obesity.

[30]  H. Bloomfield,et al.  Low-Density Lipoprotein and High-Density Lipoprotein Particle Subclasses Predict Coronary Events and Are Favorably Changed by Gemfibrozil Therapy in the Veterans Affairs High-Density Lipoprotein Intervention Trial , 2006, Circulation.

[31]  C. Zoccali,et al.  Asymmetric dimethylarginine, L-arginine, and endothelial dysfunction in essential hypertension. , 2005, Journal of the American College of Cardiology.

[32]  R. Bergman,et al.  Molecular evidence supporting the portal theory: a causative link between visceral adiposity and hepatic insulin resistance. , 2005, American journal of physiology. Endocrinology and metabolism.

[33]  C. Ahn,et al.  Metabolic significance of nonalcoholic fatty liver disease in nonobese, nondiabetic adults. , 2004, Archives of internal medicine.

[34]  W. Kraus,et al.  Effects of the amount and intensity of exercise on plasma lipoproteins. , 2002, The New England journal of medicine.

[35]  S. Fowler,et al.  Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. , 2002, The New England journal of medicine.

[36]  C. Bouchard,et al.  Individual differences in response to regular physical activity. , 2001, Medicine and science in sports and exercise.

[37]  J. Després,et al.  Blood lipid response to 20 weeks of supervised exercise in a large biracial population: the HERITAGE Family Study. , 2000, Metabolism: clinical and experimental.

[38]  J H Wilmore,et al.  Reproducibility of maximal exercise test data in the HERITAGE family study. , 1999, Medicine and science in sports and exercise.

[39]  J. Després,et al.  Alterations in body weight and composition consequent to 20 wk of endurance training: the HERITAGE Family Study. , 1999, The American journal of clinical nutrition.

[40]  C. Bouchard,et al.  Familial aggregation of VO(2max) response to exercise training: results from the HERITAGE Family Study. , 1999, Journal of applied physiology.

[41]  C. Bouchard,et al.  Plasma post-heparin lipase activities in the HERITAGE Family Study: the reproducibility, gender differences, and associations with lipoprotein levels. HEalth, RIsk factors, exercise Training and GEnetics. , 1999, Clinical biochemistry.

[42]  J. Després,et al.  Reproducibility of the HERITAGE Family Study intervention protocol: drift over time. , 1997, Annals of epidemiology.

[43]  C. Bouchard,et al.  The HERITAGE Family Study: quality assurance and quality control. , 1996, Annals of epidemiology.

[44]  J. Wilmore,et al.  The HERITAGE family study. Aims, design, and measurement protocol. , 1995, Medicine and science in sports and exercise.

[45]  Mark Payne,et al.  Health and Human Services , 2020, Congress and the Nation 2013-2016, Volume XIV: Politics and Policy in the 113th and 114th Congresses.

[46]  P. Meikle,et al.  Weight Loss and Exercise Alter the High-Density Lipoprotein Lipidome and Improve High-Density Lipoprotein Functionality in Metabolic Syndrome , 2018, Arteriosclerosis, thrombosis, and vascular biology.

[47]  Corby K. Martin,et al.  Effects of Increasing Exercise Intensity and Dose on Multiple Measures of HDL (High-Density Lipoprotein) Function , 2018, Arteriosclerosis, thrombosis, and vascular biology.

[48]  C. Bouchard,et al.  Effects of exercise training on glucose homeostasis: the HERITAGE Family Study. , 2005, Diabetes care.

[49]  Rachel H. Mackey,et al.  High-density lipoprotein cholesterol and particle concentrations, carotid atherosclerosis, and coronary events: MESA (multi-ethnic study of atherosclerosis). , 2012, Journal of the American College of Cardiology.