Skip to main content
Top
Published in: European Journal of Applied Physiology 2/2010

01-01-2010 | Original Article

Longitudinal relationship between physical activity and cardiometabolic factors in overweight and obese adults

Authors: Jina Choo, Okan U. Elci, Kyeongra Yang, Melanie W. Turk, Mindi A. Styn, Susan M. Sereika, Edvin Music, Lora E. Burke

Published in: European Journal of Applied Physiology | Issue 2/2010

Login to get access

Abstract

Few studies have reported longitudinal relationships between physical activity (PA) and cardiometabolic risk factors over time using repeated assessments in overweight or obese adults. We conducted a longitudinal study in 127 participants (81% with body mass index > 30 kg/m2) who completed a 12-month behavioral intervention for weight loss between 2003 and 2005 in Pittsburgh, PA, USA. Using absolute change scores from baseline to each time point (i.e., 6 and 12 months) for all studied variables (Δ = time point − baseline), we performed mixed effects modeling to examine relationships between PA and cardiometabolic risk factors, after adjusting for body weight, energy intake and other covariates (i.e., age, gender, and ethnicity). PA was assessed as energy expenditure (kcal/week) using the Paffenbarger activity questionnaire. Over the 12-month period, energy expenditure increased (Δ1,370 kcal/week at 6 months vs. Δ886 kcal/week at 12 months); body weight decreased (Δ8.9 kg at 6 months vs. Δ8.4 kg at 12 months). The average increase in energy expenditure over 12 months was significantly and independently related to reductions in total cholesterol (F = 6.25, p = 0.013), low-density lipoprotein cholesterol (LDL-C) (F = 5.08, p = 0.025) and fasting blood glucose (F = 5.10, p = 0.025), but not to other risk factors (i.e., fasting insulin, high-density lipoprotein cholesterol, triglycerides, and waist circumference). In conclusion, among overweight and obese adults undergoing a weight loss intervention, increased energy expenditure over 12 months may improve total cholesterol and LDL-C, important coronary risk factors, and fasting blood glucose, a metabolic risk factor.
Literature
go back to reference Ainsworth BE, Leon AS, Richardson MT, Jacobs DR, Paffenbarger RS Jr (1993) Accuracy of the college alumnus physical activity questionnaire. J Clin Epidemiol 46:1403–1411CrossRefPubMed Ainsworth BE, Leon AS, Richardson MT, Jacobs DR, Paffenbarger RS Jr (1993) Accuracy of the college alumnus physical activity questionnaire. J Clin Epidemiol 46:1403–1411CrossRefPubMed
go back to reference Ainsworth BE, Haskell WL, Whitt MC, Irwin ML, Swartz AM, Strath SJ, O’Brien WL, Bassett DR Jr, Schmitz KH, Emplaincourt PO, Jacobs DR Jr, Leon AS (2000) Compendium of physical activities: an update of activity codes and MET intensities. Med Sci Sports Exerc 32:S498–S504CrossRefPubMed Ainsworth BE, Haskell WL, Whitt MC, Irwin ML, Swartz AM, Strath SJ, O’Brien WL, Bassett DR Jr, Schmitz KH, Emplaincourt PO, Jacobs DR Jr, Leon AS (2000) Compendium of physical activities: an update of activity codes and MET intensities. Med Sci Sports Exerc 32:S498–S504CrossRefPubMed
go back to reference Burke LE, Choo J, Music E, Warziski M, Styn MA, Kim Y, Sevick MA (2006) PREFER study: a randomized clinical trial testing treatment preference and two dietary options in behavioral weight management––rationale, design and baseline characteristics. Contemporary clinical trials 27:34–48CrossRefPubMed Burke LE, Choo J, Music E, Warziski M, Styn MA, Kim Y, Sevick MA (2006) PREFER study: a randomized clinical trial testing treatment preference and two dietary options in behavioral weight management––rationale, design and baseline characteristics. Contemporary clinical trials 27:34–48CrossRefPubMed
go back to reference Burke LE, Hudson AG, Warziski MT, Styn MA, Music E, Elci OU, Sereika SM (2007) Effects of a vegetarian diet and treatment preference on biochemical and dietary variables in overweight and obese adults: a randomized clinical trial. Am J Clin Nutr 86:588–596PubMed Burke LE, Hudson AG, Warziski MT, Styn MA, Music E, Elci OU, Sereika SM (2007) Effects of a vegetarian diet and treatment preference on biochemical and dietary variables in overweight and obese adults: a randomized clinical trial. Am J Clin Nutr 86:588–596PubMed
go back to reference Dattilo AM, Kris-Etherton PM (1992) Effects of weight reduction on blood lipids and lipoproteins: a meta-analysis. Am J Clin Nutr 56:320–328PubMed Dattilo AM, Kris-Etherton PM (1992) Effects of weight reduction on blood lipids and lipoproteins: a meta-analysis. Am J Clin Nutr 56:320–328PubMed
go back to reference Durstine JL, Grandjean PW, Cox CA, Thompson PD (2002) Lipids, lipoproteins, and exercise. J Cardiopulm Rehabil 22:385–398CrossRefPubMed Durstine JL, Grandjean PW, Cox CA, Thompson PD (2002) Lipids, lipoproteins, and exercise. J Cardiopulm Rehabil 22:385–398CrossRefPubMed
go back to reference Ekelund U, Franks PW, Sharp S, Brage S, Wareham NJ (2007) Increase in physical activity energy expenditure is associated with reduced metabolic risk independent of change in fatness and fitness. Diabetes care 30:2101–2106CrossRefPubMed Ekelund U, Franks PW, Sharp S, Brage S, Wareham NJ (2007) Increase in physical activity energy expenditure is associated with reduced metabolic risk independent of change in fatness and fitness. Diabetes care 30:2101–2106CrossRefPubMed
go back to reference Ford ES, Mokdad AH, Giles WH (2003) Trends in waist circumference among U.S. adults. Obesity research 11:1223–1231CrossRefPubMed Ford ES, Mokdad AH, Giles WH (2003) Trends in waist circumference among U.S. adults. Obesity research 11:1223–1231CrossRefPubMed
go back to reference Ford ES, Giles WH, Mokdad AH (2004) Increasing prevalence of the metabolic syndrome among U.S. adults. Diabetes care 27:2444–2449CrossRefPubMed Ford ES, Giles WH, Mokdad AH (2004) Increasing prevalence of the metabolic syndrome among U.S. adults. Diabetes care 27:2444–2449CrossRefPubMed
go back to reference Gordon PM, Fowler S, Warty V, Danduran M, Visich P, Keteyian S (1998) Effects of acute exercise on high density lipoprotein cholesterol and high density lipoprotein subfractions in moderately trained females. Br J Sports Med 32:63–67CrossRefPubMed Gordon PM, Fowler S, Warty V, Danduran M, Visich P, Keteyian S (1998) Effects of acute exercise on high density lipoprotein cholesterol and high density lipoprotein subfractions in moderately trained females. Br J Sports Med 32:63–67CrossRefPubMed
go back to reference Grundy SM (2004) Obesity, metabolic syndrome, and cardiovascular disease. J Clin Endocrinol Metabol 89:2595–2600CrossRef Grundy SM (2004) Obesity, metabolic syndrome, and cardiovascular disease. J Clin Endocrinol Metabol 89:2595–2600CrossRef
go back to reference Hawley JA, Lessard SJ (2008) Exercise training-induced improvements in insulin action. Acta Physiol (Oxf) 192:127–135 Hawley JA, Lessard SJ (2008) Exercise training-induced improvements in insulin action. Acta Physiol (Oxf) 192:127–135
go back to reference Imamura H, Katagiri S, Uchid K, Miyamoto N, Nakano H, Shirota T (2000) Acute effects of moderate exercise on serum lipids, lipoproteins and apolipoproteins in sedentary young women. Clin Exp Pharmacol Physiol 27:975–979CrossRefPubMed Imamura H, Katagiri S, Uchid K, Miyamoto N, Nakano H, Shirota T (2000) Acute effects of moderate exercise on serum lipids, lipoproteins and apolipoproteins in sedentary young women. Clin Exp Pharmacol Physiol 27:975–979CrossRefPubMed
go back to reference Kay SJ, Fiatarone Singh MA (2006) The influence of physical activity on abdominal fat: a systematic review of the literature. Obes Rev 7:183–200CrossRefPubMed Kay SJ, Fiatarone Singh MA (2006) The influence of physical activity on abdominal fat: a systematic review of the literature. Obes Rev 7:183–200CrossRefPubMed
go back to reference Kelley GA, Kelley KS, Tran ZV (2004) Aerobic exercise and lipids and lipoproteins in women: a meta-analysis of randomized controlled trials. J Womens Health (Larchmt) 13:1148–1164CrossRef Kelley GA, Kelley KS, Tran ZV (2004) Aerobic exercise and lipids and lipoproteins in women: a meta-analysis of randomized controlled trials. J Womens Health (Larchmt) 13:1148–1164CrossRef
go back to reference Kelley GA, Kelley KS, Vu Tran Z (2005) Aerobic exercise, lipids and lipoproteins in overweight and obese adults: a meta-analysis of randomized controlled trials. Int J Obes (Lond) 29:881–893CrossRef Kelley GA, Kelley KS, Vu Tran Z (2005) Aerobic exercise, lipids and lipoproteins in overweight and obese adults: a meta-analysis of randomized controlled trials. Int J Obes (Lond) 29:881–893CrossRef
go back to reference Kraus WE, Houmard JA, Duscha BD, Knetzger KJ, Wharton MB, McCartney JS, Bales CW, Henes S, Samsa GP, Otvos JD, Kulkarni KR, Slentz CA (2002) Effects of the amount and intensity of exercise on plasma lipoproteins. N Engl J Med 347:1483–1492CrossRefPubMed Kraus WE, Houmard JA, Duscha BD, Knetzger KJ, Wharton MB, McCartney JS, Bales CW, Henes S, Samsa GP, Otvos JD, Kulkarni KR, Slentz CA (2002) Effects of the amount and intensity of exercise on plasma lipoproteins. N Engl J Med 347:1483–1492CrossRefPubMed
go back to reference Li TY, Rana JS, Manson JE, Willett WC, Stampfer MJ, Colditz GA, Rexrode KM, Hu FB (2006) Obesity as compared with physical activity in predicting risk of coronary heart disease in women. Circulation 113:499–506CrossRefPubMed Li TY, Rana JS, Manson JE, Willett WC, Stampfer MJ, Colditz GA, Rexrode KM, Hu FB (2006) Obesity as compared with physical activity in predicting risk of coronary heart disease in women. Circulation 113:499–506CrossRefPubMed
go back to reference Lichtenstein AH, Appel LJ, Brands M, Carnethon M, Daniels S, Franch HA, Franklin B, Kris-Etherton P, Harris WS, Howard B, Karanja N, Lefevre M, Rudel L, Sacks F, Van Horn L, Winston M, Wylie-Rosett J (2006) Diet and lifestyle recommendations revision 2006: a scientific statement from the American Heart Association Nutrition Committee. Circulation 114:82–96CrossRefPubMed Lichtenstein AH, Appel LJ, Brands M, Carnethon M, Daniels S, Franch HA, Franklin B, Kris-Etherton P, Harris WS, Howard B, Karanja N, Lefevre M, Rudel L, Sacks F, Van Horn L, Winston M, Wylie-Rosett J (2006) Diet and lifestyle recommendations revision 2006: a scientific statement from the American Heart Association Nutrition Committee. Circulation 114:82–96CrossRefPubMed
go back to reference Mora S, Lee IM, Buring JE, Ridker PM (2006) Association of physical activity and body mass index with novel and traditional cardiovascular biomarkers in women. JAMA 295:1412–1419CrossRefPubMed Mora S, Lee IM, Buring JE, Ridker PM (2006) Association of physical activity and body mass index with novel and traditional cardiovascular biomarkers in women. JAMA 295:1412–1419CrossRefPubMed
go back to reference National Heart Lung Blood Institute (2004) Third report of the expert panel on detection, evaluation, and treatment of high blood cholesterol in adults (Adult Treatment Panel III). In: National Heart Lung Blood Institute (ed) Clinical practice guidelines. National Heart Lung and Blood Institute, Bethesda National Heart Lung Blood Institute (2004) Third report of the expert panel on detection, evaluation, and treatment of high blood cholesterol in adults (Adult Treatment Panel III). In: National Heart Lung Blood Institute (ed) Clinical practice guidelines. National Heart Lung and Blood Institute, Bethesda
go back to reference National Heart Lung and Blood Institute, Obesity Education Initiative Expert Panel on the Identification Evaluation and Treatment of Overweight and Obesity (1998) Clinical guidelines on the identification, evaluation, and treatment of overweight and obesity in adults: the evidence report. National Institutes of Health, Bethesda National Heart Lung and Blood Institute, Obesity Education Initiative Expert Panel on the Identification Evaluation and Treatment of Overweight and Obesity (1998) Clinical guidelines on the identification, evaluation, and treatment of overweight and obesity in adults: the evidence report. National Institutes of Health, Bethesda
go back to reference Nicklas BJ, Katzel LI, Busby-Whitehead J, Goldberg AP (1997) Increases in high-density lipoprotein cholesterol with endurance exercise training are blunted in obese compared with lean men. Metabolism 46:556–561CrossRefPubMed Nicklas BJ, Katzel LI, Busby-Whitehead J, Goldberg AP (1997) Increases in high-density lipoprotein cholesterol with endurance exercise training are blunted in obese compared with lean men. Metabolism 46:556–561CrossRefPubMed
go back to reference Nieman DC, Brock DW, Butterworth D, Utter AC, Nieman CC (2002) Reducing diet and/or exercise training decreases the lipid and lipoprotein risk factors of moderately obese women. J Am Coll Nutr 21:344–350PubMed Nieman DC, Brock DW, Butterworth D, Utter AC, Nieman CC (2002) Reducing diet and/or exercise training decreases the lipid and lipoprotein risk factors of moderately obese women. J Am Coll Nutr 21:344–350PubMed
go back to reference Norris SL, Zhang X, Avenell A, Gregg E, Schmid CH, Lau J (2005) Long-term non-pharmacological weight loss interventions for adults with prediabetes. Cochrane Database Syst Rev: CD005270 Norris SL, Zhang X, Avenell A, Gregg E, Schmid CH, Lau J (2005) Long-term non-pharmacological weight loss interventions for adults with prediabetes. Cochrane Database Syst Rev: CD005270
go back to reference Paffenbarger RS Jr, Wing AL, Hyde RT (1995) Physical activity as an index of heart attack risk in college alumni. 1978. Am J Epidemiol 142:889–903 (discussion 887–888)PubMed Paffenbarger RS Jr, Wing AL, Hyde RT (1995) Physical activity as an index of heart attack risk in college alumni. 1978. Am J Epidemiol 142:889–903 (discussion 887–888)PubMed
go back to reference Poirier P, Giles TD, Bray GA, Hong Y, Stern JS, Pi-Sunyer FX, Eckel RH (2006) Obesity and cardiovascular disease: pathophysiology, evaluation, and effect of weight loss: an update of the 1997 American Heart Association Scientific Statement on Obesity and Heart Disease from the Obesity Committee of the Council on Nutrition, Physical Activity, and Metabolism. Circulation 113:898–918CrossRefPubMed Poirier P, Giles TD, Bray GA, Hong Y, Stern JS, Pi-Sunyer FX, Eckel RH (2006) Obesity and cardiovascular disease: pathophysiology, evaluation, and effect of weight loss: an update of the 1997 American Heart Association Scientific Statement on Obesity and Heart Disease from the Obesity Committee of the Council on Nutrition, Physical Activity, and Metabolism. Circulation 113:898–918CrossRefPubMed
go back to reference Ross R, Janssen I, Dawson J, Kungl AM, Kuk JL, Wong SL, Nguyen-Duy TB, Lee S, Kilpatrick K, Hudson R (2004) Exercise-induced reduction in obesity and insulin resistance in women: a randomized controlled trial. Obes Res 12:789–798CrossRefPubMed Ross R, Janssen I, Dawson J, Kungl AM, Kuk JL, Wong SL, Nguyen-Duy TB, Lee S, Kilpatrick K, Hudson R (2004) Exercise-induced reduction in obesity and insulin resistance in women: a randomized controlled trial. Obes Res 12:789–798CrossRefPubMed
go back to reference Shaw KA, Gennat HC, O’Rourke P, Del Mar C (2006) Exercise for overweight or obesity. Cochrane Database Syst Rev: CD003817 Shaw KA, Gennat HC, O’Rourke P, Del Mar C (2006) Exercise for overweight or obesity. Cochrane Database Syst Rev: CD003817
go back to reference Stefanick ML (1999) Physical activity for preventing and treating obesity-related dyslipoproteinemias. Med Sci Sports Exerc 31:S609–S618CrossRefPubMed Stefanick ML (1999) Physical activity for preventing and treating obesity-related dyslipoproteinemias. Med Sci Sports Exerc 31:S609–S618CrossRefPubMed
go back to reference Wing RR, Koeske R, Epstein LH, Nowalk MP, Gooding W, Becker D (1987) Long-term effects of modest weight loss in type II diabetic patients. Arch Intern Med 147:1749–1753CrossRefPubMed Wing RR, Koeske R, Epstein LH, Nowalk MP, Gooding W, Becker D (1987) Long-term effects of modest weight loss in type II diabetic patients. Arch Intern Med 147:1749–1753CrossRefPubMed
go back to reference World Health Organization (2006) Fact sheet: obesity and overweight. In: World Health Organization (ed) Obesity, Fact sheet no. 311. World Health Organization, Geneva World Health Organization (2006) Fact sheet: obesity and overweight. In: World Health Organization (ed) Obesity, Fact sheet no. 311. World Health Organization, Geneva
Metadata
Title
Longitudinal relationship between physical activity and cardiometabolic factors in overweight and obese adults
Authors
Jina Choo
Okan U. Elci
Kyeongra Yang
Melanie W. Turk
Mindi A. Styn
Susan M. Sereika
Edvin Music
Lora E. Burke
Publication date
01-01-2010
Publisher
Springer-Verlag
Published in
European Journal of Applied Physiology / Issue 2/2010
Print ISSN: 1439-6319
Electronic ISSN: 1439-6327
DOI
https://doi.org/10.1007/s00421-009-1203-6

Other articles of this Issue 2/2010

European Journal of Applied Physiology 2/2010 Go to the issue