Skip to main content
Erschienen in: BMC Public Health 1/2013

Open Access 01.12.2013 | Study protocol

A lifestyle intervention supported by mobile health technologies to improve the cardiometabolic risk profile of individuals at risk for cardiovascular disease and type 2 diabetes: study rationale and protocol

verfasst von: Melanie I Stuckey, Sheree Shapiro, Dawn P Gill, Robert J Petrella

Erschienen in: BMC Public Health | Ausgabe 1/2013

Einloggen, um Zugang zu erhalten

Abstract

Background

Metabolic syndrome is a cluster of cardiovascular risk factors that greatly increase the risk of developing cardiovascular disease and type 2 diabetes. Regular exercise improves the risk profile, but most people do not successfully change their exercise habits to beneficially reduce risk. Tailored exercise prescribed by a family physician has shown promise as a means to increase fitness and reduce cardiometabolic risk, but optimal implementation practices remain unknown. Mobile health technologies have proved to be a beneficial tool to achieve blood pressure and blood glucose control in patients with diabetes. These technologies may address the limited access to health interventions in rural and remote regions. However, the potential as a tool to support exercise-based prevention activities is not well understood. This study was undertaken to investigate the effects of a tailored exercise prescription alone or supported by mobile health technologies to improve metabolic syndrome and related cardiometabolic risk factors in rural community-dwelling adults at risk for cardiovascular disease and type 2 diabetes.

Methods/Design

Adults (n = 149) with at least two metabolic syndrome risk factors were recruited from rural communities and randomized to either: 1) an intervention group receiving an exercise prescription and devices for monitoring of risk factors with a smartphone data portal equipped with a mobile health application; or 2) an active control group receiving only an exercise prescription. All participants reported to the research centre at baseline, and at 12-, 24- and 52-week follow-up visits for measurement of anthropometrics and blood pressure and for a blood draw to test blood-borne markers of cardiometabolic health. Vascular and autonomic function were examined. Fitness was assessed and exercise prescribed according to the Step Test and Exercise Prescription protocol.

Discussion

This study tested the effects of a prescriptive exercise intervention alone, versus one supported by mobile health technology on cardiometabolic risk factors. The intervention was designed to be translated into clinical or community-based programming. Results will contribute to the current literature by investigating the utility of mobile health technology support for exercise prescription interventions to improve cardiometabolic risk status and maintain improvements over time; particularly in rural communities.

Trial registration

Clinical trials registration: NCT01944124
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Mendis S, Puska P, Norrving B: Global atlas on cardiovascular disease prevention and control. 2011, Geneva, Switzerland: World Health Organization Mendis S, Puska P, Norrving B: Global atlas on cardiovascular disease prevention and control. 2011, Geneva, Switzerland: World Health Organization
2.
Zurück zum Zitat Centers for Disease Control and Prevention: National diabetes fact sheet: national estimates and general information on diabetes and prediabetes in the United States, 2011. 2011, Atlanta, Georgia: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention Centers for Disease Control and Prevention: National diabetes fact sheet: national estimates and general information on diabetes and prediabetes in the United States, 2011. 2011, Atlanta, Georgia: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention
3.
Zurück zum Zitat Alberti KGMM, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, Fruchart J, James WPT, Loria CM, Smith SC: Harmonizing the metabolic syndrome: a joint interim statement of the international diabetes federation task force on epidemiology and prevention; national heart, lung, and blood institute; American heart association; world heart federation; international atherosclerosis society; and international association for the study of obesity. Circulation. 2009, 120 (16): 1640-1645. 10.1161/CIRCULATIONAHA.109.192644.CrossRefPubMed Alberti KGMM, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, Fruchart J, James WPT, Loria CM, Smith SC: Harmonizing the metabolic syndrome: a joint interim statement of the international diabetes federation task force on epidemiology and prevention; national heart, lung, and blood institute; American heart association; world heart federation; international atherosclerosis society; and international association for the study of obesity. Circulation. 2009, 120 (16): 1640-1645. 10.1161/CIRCULATIONAHA.109.192644.CrossRefPubMed
4.
Zurück zum Zitat Leiter LA, Fitchett DH, Gilbert RE, Gupta M, Mancini GB, McFarlane PA, Ross R, Teoh H, Verma S, Anand S, Camelon K, Chow CM, Cox JL, Despres JP, Genest J, Harris SB, Lau DC, Lewanczuk R, Liu PP, Lonn EM, McPherson R, Poirier P, Qaadri S, Rabasa-Lhoret R, Rabkin SW, Sharma AM, Steele AW, Stone JA, Tardif JC, Tobe S, Ur E, Cardiometabolic Risk Working Group: Executive Committee: Cardiometabolic risk in Canada: a detailed analysis and position paper by the cardiometabolic risk working group. Can J Cardiol. 2011, 27 (2): e1-e33. 10.1016/j.cjca.2010.12.054.CrossRef Leiter LA, Fitchett DH, Gilbert RE, Gupta M, Mancini GB, McFarlane PA, Ross R, Teoh H, Verma S, Anand S, Camelon K, Chow CM, Cox JL, Despres JP, Genest J, Harris SB, Lau DC, Lewanczuk R, Liu PP, Lonn EM, McPherson R, Poirier P, Qaadri S, Rabasa-Lhoret R, Rabkin SW, Sharma AM, Steele AW, Stone JA, Tardif JC, Tobe S, Ur E, Cardiometabolic Risk Working Group: Executive Committee: Cardiometabolic risk in Canada: a detailed analysis and position paper by the cardiometabolic risk working group. Can J Cardiol. 2011, 27 (2): e1-e33. 10.1016/j.cjca.2010.12.054.CrossRef
5.
Zurück zum Zitat Katzmarzyk PT, Leon AS, Wilmore JH, Skinner JS, Rao DC, Rankinen T, Bouchard C: Targeting the metabolic syndrome with exercise: evidence from the HERITAGE Family Study. Med Sci Sports Exerc. 2003, 35 (10): 1703-1709. 10.1249/01.MSS.0000089337.73244.9B.CrossRefPubMed Katzmarzyk PT, Leon AS, Wilmore JH, Skinner JS, Rao DC, Rankinen T, Bouchard C: Targeting the metabolic syndrome with exercise: evidence from the HERITAGE Family Study. Med Sci Sports Exerc. 2003, 35 (10): 1703-1709. 10.1249/01.MSS.0000089337.73244.9B.CrossRefPubMed
6.
Zurück zum Zitat Pattyn N, Cornelissen VA, Eshghi SRT, Vanhees L: The effect of exercise on the cardiovascular risk factors constituting the metabolic syndrome: a meta-analysis of controlled trials. Sports Med. 2013, 43 (2): 121-133. 10.1007/s40279-012-0003-z.CrossRefPubMed Pattyn N, Cornelissen VA, Eshghi SRT, Vanhees L: The effect of exercise on the cardiovascular risk factors constituting the metabolic syndrome: a meta-analysis of controlled trials. Sports Med. 2013, 43 (2): 121-133. 10.1007/s40279-012-0003-z.CrossRefPubMed
7.
Zurück zum Zitat Oh EG, Bang SY, Hyun SS, Kim SH, Chu SH, Jeon JY, Im JA, Lee MK, Lee JE: Effects of a 6-month lifestyle modification intervention on the cardiometabolic risk factors and health-related qualities of life in women with metabolic syndrome. Metabolism. 2010, 59 (7): 1035-1043. 10.1016/j.metabol.2009.10.027.CrossRefPubMed Oh EG, Bang SY, Hyun SS, Kim SH, Chu SH, Jeon JY, Im JA, Lee MK, Lee JE: Effects of a 6-month lifestyle modification intervention on the cardiometabolic risk factors and health-related qualities of life in women with metabolic syndrome. Metabolism. 2010, 59 (7): 1035-1043. 10.1016/j.metabol.2009.10.027.CrossRefPubMed
8.
Zurück zum Zitat Tjønna AE, Lee SJ, Rognmo Ø, Stølen TO, Bye A, Haram PM, Loennechen JP, Al-Share QY, Skogvoll E, Slørdahl SA, Kemi OJ, Najjar SM, Wisløff U: Aerobic interval training versus continuous moderate exercise as a treatment for the metabolic syndrome: A pilot study. Circulation. 2008, 118 (4): 346-354. 10.1161/CIRCULATIONAHA.108.772822.CrossRefPubMedPubMedCentral Tjønna AE, Lee SJ, Rognmo Ø, Stølen TO, Bye A, Haram PM, Loennechen JP, Al-Share QY, Skogvoll E, Slørdahl SA, Kemi OJ, Najjar SM, Wisløff U: Aerobic interval training versus continuous moderate exercise as a treatment for the metabolic syndrome: A pilot study. Circulation. 2008, 118 (4): 346-354. 10.1161/CIRCULATIONAHA.108.772822.CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Knowler WC, Barrett-Connor E, Fowler SE, Hamman RF, Lachin JM, Walker EA, Nathan DM, Diabetes Prevention Program Research Group: Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. N Engl J Med. 2002, 346 (6): 393-403.CrossRefPubMed Knowler WC, Barrett-Connor E, Fowler SE, Hamman RF, Lachin JM, Walker EA, Nathan DM, Diabetes Prevention Program Research Group: Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. N Engl J Med. 2002, 346 (6): 393-403.CrossRefPubMed
10.
Zurück zum Zitat Colley RC, Garriguet D, Janssen I, Craig CL, Clarke J, Tremblay MS: Physical activity of Canadian adults: accelerometer results from the 2007 to 2009 Canadian Health Measures Survey. Health Rep. 2011, 22 (1): 7-14.PubMed Colley RC, Garriguet D, Janssen I, Craig CL, Clarke J, Tremblay MS: Physical activity of Canadian adults: accelerometer results from the 2007 to 2009 Canadian Health Measures Survey. Health Rep. 2011, 22 (1): 7-14.PubMed
11.
Zurück zum Zitat Tucker JM, Welk GJ, Beyler NK: Physical activity in U.S. Adults: compliance with the physical activity guidelines for Americans. Am J Prev Med. 2011, 40 (4): 454-461. 10.1016/j.amepre.2010.12.016.CrossRefPubMed Tucker JM, Welk GJ, Beyler NK: Physical activity in U.S. Adults: compliance with the physical activity guidelines for Americans. Am J Prev Med. 2011, 40 (4): 454-461. 10.1016/j.amepre.2010.12.016.CrossRefPubMed
12.
Zurück zum Zitat Elley CR, Kerse N, Arroll B, Robinson E: Effectiveness of counselling patients on physical activity in general practice: cluster randomised controlled trial. BMJ. 2003, 326 (7393): 93-CrossRef Elley CR, Kerse N, Arroll B, Robinson E: Effectiveness of counselling patients on physical activity in general practice: cluster randomised controlled trial. BMJ. 2003, 326 (7393): 93-CrossRef
13.
Zurück zum Zitat Orrow G, Kinmonth AL, Sanderson S, Sutton S: Effectiveness of physical activity promotion based in primary care: systematic review and meta-analysis of randomised controlled trials. BMJ. 2012, 344: e1389-10.1136/bmj.e1389.CrossRefPubMedPubMedCentral Orrow G, Kinmonth AL, Sanderson S, Sutton S: Effectiveness of physical activity promotion based in primary care: systematic review and meta-analysis of randomised controlled trials. BMJ. 2012, 344: e1389-10.1136/bmj.e1389.CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Petrella RJ, Lattanzio CN: Does counseling help patients get active? Systematic review of the literature. Can Fam Phys. 2002, 48: 72-80. Petrella RJ, Lattanzio CN: Does counseling help patients get active? Systematic review of the literature. Can Fam Phys. 2002, 48: 72-80.
15.
Zurück zum Zitat Liang X, Wang Q, Yang X, Cao J, Chen J, Mo X, Huang J, Wang L, Gu D: Effect of mobile phone intervention for diabetes on glycaemic control: A meta-analysis. Diabetic Med. 2011, 28 (4): 455-463. 10.1111/j.1464-5491.2010.03180.x.CrossRefPubMed Liang X, Wang Q, Yang X, Cao J, Chen J, Mo X, Huang J, Wang L, Gu D: Effect of mobile phone intervention for diabetes on glycaemic control: A meta-analysis. Diabetic Med. 2011, 28 (4): 455-463. 10.1111/j.1464-5491.2010.03180.x.CrossRefPubMed
16.
Zurück zum Zitat Green BB, Cook AJ, Ralston JD, Fishman PA, Catz SL, Carlson J, Carrell D, Tyll L, Larson EB, Thompson RS: Effectiveness of home blood pressure monitoring, web communication, and pharmacist care on hypertension control: A randomized controlled trial. JAMA. 2008, 299 (24): 2857-2867. 10.1001/jama.299.24.2857.CrossRefPubMedPubMedCentral Green BB, Cook AJ, Ralston JD, Fishman PA, Catz SL, Carlson J, Carrell D, Tyll L, Larson EB, Thompson RS: Effectiveness of home blood pressure monitoring, web communication, and pharmacist care on hypertension control: A randomized controlled trial. JAMA. 2008, 299 (24): 2857-2867. 10.1001/jama.299.24.2857.CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat Logan AG, Jane Irvine M, McIsaac WJ, Tisler A, Rossos PG, Easty A, Feig DS, Cafazzo JA: Effect of home blood pressure telemonitoring with self-care support on uncontrolled systolic hypertension in diabetics. Hypertension. 2012, 60 (1): 51-57. 10.1161/HYPERTENSIONAHA.111.188409.CrossRefPubMed Logan AG, Jane Irvine M, McIsaac WJ, Tisler A, Rossos PG, Easty A, Feig DS, Cafazzo JA: Effect of home blood pressure telemonitoring with self-care support on uncontrolled systolic hypertension in diabetics. Hypertension. 2012, 60 (1): 51-57. 10.1161/HYPERTENSIONAHA.111.188409.CrossRefPubMed
18.
Zurück zum Zitat Park M, Kim H, Kim K: Cellular phone and Internet-based individual intervention on blood pressure and obesity in obese patients with hypertension. Int J Med Inf. 2009, 78 (10): 704-710. 10.1016/j.ijmedinf.2009.06.004.CrossRef Park M, Kim H, Kim K: Cellular phone and Internet-based individual intervention on blood pressure and obesity in obese patients with hypertension. Int J Med Inf. 2009, 78 (10): 704-710. 10.1016/j.ijmedinf.2009.06.004.CrossRef
19.
Zurück zum Zitat Jung H, Lee B, Lee J, Kwon Y, Song H: Efficacy of a programme for workers with metabolic syndrome based on an e-health system in the workplace: a pilot study. J Telemed Telecare. 2012, 18: 339-343. 10.1258/jtt.2012.120318.CrossRefPubMed Jung H, Lee B, Lee J, Kwon Y, Song H: Efficacy of a programme for workers with metabolic syndrome based on an e-health system in the workplace: a pilot study. J Telemed Telecare. 2012, 18: 339-343. 10.1258/jtt.2012.120318.CrossRefPubMed
21.
Zurück zum Zitat Stuckey M, Fulkerson R, Read E, Russell-Minda E, Munoz C, Kleinstiver P, Petrella R: Remote monitoring technologies for the prevention of metabolic syndrome: the Diabetes and Technology for Increased Activity (DaTA) study. J Diabetes Sci Technol. 2011, 5 (4): 936-944.CrossRefPubMedPubMedCentral Stuckey M, Fulkerson R, Read E, Russell-Minda E, Munoz C, Kleinstiver P, Petrella R: Remote monitoring technologies for the prevention of metabolic syndrome: the Diabetes and Technology for Increased Activity (DaTA) study. J Diabetes Sci Technol. 2011, 5 (4): 936-944.CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat Stuckey M, Russell-Minda E, Read E, Munoz C, Shoemaker K, Kleinstiver P, Petrella R: Diabetes and Technology for Increased Activity (DaTA) study: results of a remote monitoring intervention for prevention of metabolic syndrome. J Diabetes Sci Technol. 2011, 5 (4): 928-935.CrossRefPubMedPubMedCentral Stuckey M, Russell-Minda E, Read E, Munoz C, Shoemaker K, Kleinstiver P, Petrella R: Diabetes and Technology for Increased Activity (DaTA) study: results of a remote monitoring intervention for prevention of metabolic syndrome. J Diabetes Sci Technol. 2011, 5 (4): 928-935.CrossRefPubMedPubMedCentral
23.
Zurück zum Zitat Stuckey MI, Kiviniemi AM, Petrella RJ: Diabetes and Technology for Increased Activity (DaTA Study): The effects of exercise and technology on heart rate variability and metabolic syndrome risk factors. Front Enocrinol. 2013, 19 (4): 121- Stuckey MI, Kiviniemi AM, Petrella RJ: Diabetes and Technology for Increased Activity (DaTA Study): The effects of exercise and technology on heart rate variability and metabolic syndrome risk factors. Front Enocrinol. 2013, 19 (4): 121-
24.
Zurück zum Zitat Third Report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) final report. Circulation. 2002, 106 (25): 3143-3421. Third Report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) final report. Circulation. 2002, 106 (25): 3143-3421.
25.
Zurück zum Zitat Alberti KG, Zimmet P, Shaw J, IDF Epidemiology Task Force Consensus Group: The metabolic syndrome--a new worldwide definition. Lancet. 2005, 366 (9491): 1059-1062. 10.1016/S0140-6736(05)67402-8.CrossRefPubMed Alberti KG, Zimmet P, Shaw J, IDF Epidemiology Task Force Consensus Group: The metabolic syndrome--a new worldwide definition. Lancet. 2005, 366 (9491): 1059-1062. 10.1016/S0140-6736(05)67402-8.CrossRefPubMed
26.
Zurück zum Zitat Peretz A, Leotta DF, Sullivan JH, Trenga CA, Sands FN, Aulet MR, Paun M, Gill EA, Kaufman JD: Flow mediated dilation of the brachial artery: an investigation of methods requiring further standardization. BMC Cardiovasc Disord. 2007, 7 (11): doi:10.1186/1471-2261-7-11 Peretz A, Leotta DF, Sullivan JH, Trenga CA, Sands FN, Aulet MR, Paun M, Gill EA, Kaufman JD: Flow mediated dilation of the brachial artery: an investigation of methods requiring further standardization. BMC Cardiovasc Disord. 2007, 7 (11): doi:10.1186/1471-2261-7-11
27.
Zurück zum Zitat Petrella RJ, Koval JJ, Cunningham DA, Paterson DH: A self-paced step test to predict aerobic fitness in older adults in the primary care clinic. J Am Geriatr Soc. 2001, 49 (5): 632-638. 10.1046/j.1532-5415.2001.49124.x.CrossRefPubMed Petrella RJ, Koval JJ, Cunningham DA, Paterson DH: A self-paced step test to predict aerobic fitness in older adults in the primary care clinic. J Am Geriatr Soc. 2001, 49 (5): 632-638. 10.1046/j.1532-5415.2001.49124.x.CrossRefPubMed
28.
Zurück zum Zitat Stuckey MI, Knight E, Petrella RJ: The step test and exercise prescription tool in primary care: a critical review. Crit Rev Phys Rehabil Med. 2012, 24 (1–2): 109-123.CrossRef Stuckey MI, Knight E, Petrella RJ: The step test and exercise prescription tool in primary care: a critical review. Crit Rev Phys Rehabil Med. 2012, 24 (1–2): 109-123.CrossRef
29.
Zurück zum Zitat Haskell WL, Lee I, Pate RR, Powell KE, Blair SN, Franklin BA, Macera CA, Heath GW, Thompson PD, Bauman A: Physical activity and public health: Updated recommendation for adults from the American College of Sports Medicine and the American Heart Association. Circulation. 2007, 116 (9): 1081-1093.CrossRefPubMed Haskell WL, Lee I, Pate RR, Powell KE, Blair SN, Franklin BA, Macera CA, Heath GW, Thompson PD, Bauman A: Physical activity and public health: Updated recommendation for adults from the American College of Sports Medicine and the American Heart Association. Circulation. 2007, 116 (9): 1081-1093.CrossRefPubMed
30.
Zurück zum Zitat Global recommendations on physical activity for health 2010: Global recommendations on physical activity for health 2010. 2010, Geneva, Switzerland: The World Health Organization Global recommendations on physical activity for health 2010: Global recommendations on physical activity for health 2010. 2010, Geneva, Switzerland: The World Health Organization
31.
Zurück zum Zitat Tudor-Locke C, Bassett DR: How many steps/Day Are enough? Preliminary pedometer indices for public health. Sports Med. 2004, 34 (1): 1-8. 10.2165/00007256-200434010-00001.CrossRefPubMed Tudor-Locke C, Bassett DR: How many steps/Day Are enough? Preliminary pedometer indices for public health. Sports Med. 2004, 34 (1): 1-8. 10.2165/00007256-200434010-00001.CrossRefPubMed
32.
Zurück zum Zitat Ware JE, Sherbourne CD: The MOS 36-item short-form health survey (SF-36)). I. Conceptual framework and item selection. Med Care. 1992, 30 (6): 473-483. 10.1097/00005650-199206000-00002.CrossRefPubMed Ware JE, Sherbourne CD: The MOS 36-item short-form health survey (SF-36)). I. Conceptual framework and item selection. Med Care. 1992, 30 (6): 473-483. 10.1097/00005650-199206000-00002.CrossRefPubMed
33.
Zurück zum Zitat McHorney CA, Ware JE, Raczek AE: The MOS 36-Item Short-Form Health Survey (SF-36): II. Psychometric and clinical tests of validity in measuring physical and mental health constructs. Med Care. 1993, 31 (3): 247-263. 10.1097/00005650-199303000-00006.CrossRefPubMed McHorney CA, Ware JE, Raczek AE: The MOS 36-Item Short-Form Health Survey (SF-36): II. Psychometric and clinical tests of validity in measuring physical and mental health constructs. Med Care. 1993, 31 (3): 247-263. 10.1097/00005650-199303000-00006.CrossRefPubMed
34.
Zurück zum Zitat McHorney CA, Ware JE, Lu JF, Sherbourne CD: The MOS 36-item Short-Form Health Survey (SF-36): III. Tests of data quality, scaling assumptions, and reliability across diverse patient groups. Med Care. 1994, 32 (1): 40-66. 10.1097/00005650-199401000-00004.CrossRefPubMed McHorney CA, Ware JE, Lu JF, Sherbourne CD: The MOS 36-item Short-Form Health Survey (SF-36): III. Tests of data quality, scaling assumptions, and reliability across diverse patient groups. Med Care. 1994, 32 (1): 40-66. 10.1097/00005650-199401000-00004.CrossRefPubMed
35.
Zurück zum Zitat Toobert DJ, Hampson SE, Glasgow RE: The summary of diabetes self-care activities measure: results from 7 studies and a revised scale. Diabetes Care. 2000, 23 (7): 943-950. 10.2337/diacare.23.7.943.CrossRefPubMed Toobert DJ, Hampson SE, Glasgow RE: The summary of diabetes self-care activities measure: results from 7 studies and a revised scale. Diabetes Care. 2000, 23 (7): 943-950. 10.2337/diacare.23.7.943.CrossRefPubMed
36.
Zurück zum Zitat Nigg CR, Riebe D: The Transtheoretical Model: Research review of exercise behavior in older adults. Promoting exercise and behavior change in older adults: interventions with the Transtheoretical Model. Edited by: Burbank P, Riebe D. 2002, New York: Springer Publishing Company, 147-180. Nigg CR, Riebe D: The Transtheoretical Model: Research review of exercise behavior in older adults. Promoting exercise and behavior change in older adults: interventions with the Transtheoretical Model. Edited by: Burbank P, Riebe D. 2002, New York: Springer Publishing Company, 147-180.
37.
Zurück zum Zitat Atkin S, Manley J, Petrella RJ: Development and validation of a stage-matched nutrition lifestyle intervention for primary care physicians. Med Sci Sports Exerc. 2005, 37: S368- Atkin S, Manley J, Petrella RJ: Development and validation of a stage-matched nutrition lifestyle intervention for primary care physicians. Med Sci Sports Exerc. 2005, 37: S368-
38.
Zurück zum Zitat Nichols W, O’Rourke M: McDonald’s Blood Flow in Arteries: Theoretical, experimental and clinical principles. 2005, London, UK: Hodder Arnold Nichols W, O’Rourke M: McDonald’s Blood Flow in Arteries: Theoretical, experimental and clinical principles. 2005, London, UK: Hodder Arnold
39.
Zurück zum Zitat Corretti MC, Anderson TJ, Benjamin EJ, Celermajer D, Charbonneau F, Creager MA, Deanfield J, Drexler H, Gerhard-Herman M, Herrington D, Vallance P, Vita J, Vogel R, International Brachial Artery Reactivity Task Force: Guidelines for the ultrasound assessment of endothelial-dependent flow-mediated vasodilation of the brachial artery: a report of the International Brachial Artery Reactivity Task Force. J Am Coll Cardiol. 2002, 39 (2): 257-265. 10.1016/S0735-1097(01)01746-6.CrossRefPubMed Corretti MC, Anderson TJ, Benjamin EJ, Celermajer D, Charbonneau F, Creager MA, Deanfield J, Drexler H, Gerhard-Herman M, Herrington D, Vallance P, Vita J, Vogel R, International Brachial Artery Reactivity Task Force: Guidelines for the ultrasound assessment of endothelial-dependent flow-mediated vasodilation of the brachial artery: a report of the International Brachial Artery Reactivity Task Force. J Am Coll Cardiol. 2002, 39 (2): 257-265. 10.1016/S0735-1097(01)01746-6.CrossRefPubMed
40.
Zurück zum Zitat Schulz KF, Altman DG, Moher D, CONSORT Group: CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials. BMC Med. 2010, 8: 18-10.1186/1741-7015-8-18.CrossRefPubMedPubMedCentral Schulz KF, Altman DG, Moher D, CONSORT Group: CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials. BMC Med. 2010, 8: 18-10.1186/1741-7015-8-18.CrossRefPubMedPubMedCentral
43.
Zurück zum Zitat Carroll S, Dudfield M: What is the relationship between exercise and metabolic abnormalities? A review of the metabolic syndrome. Sports Med. 2004, 34 (6): 371-418. 10.2165/00007256-200434060-00004.CrossRefPubMed Carroll S, Dudfield M: What is the relationship between exercise and metabolic abnormalities? A review of the metabolic syndrome. Sports Med. 2004, 34 (6): 371-418. 10.2165/00007256-200434060-00004.CrossRefPubMed
44.
Zurück zum Zitat Lakka TA, Laaksonen DE: Physical activity in prevention and treatment of the metabolic syndrome. Appl Physiol Nutr Metab. 2007, 32 (1): 76-88. 10.1139/h06-113.CrossRefPubMed Lakka TA, Laaksonen DE: Physical activity in prevention and treatment of the metabolic syndrome. Appl Physiol Nutr Metab. 2007, 32 (1): 76-88. 10.1139/h06-113.CrossRefPubMed
45.
Zurück zum Zitat Chudyk A, Petrella RJ: Effects of exercise on cardiovascular risk factors in type 2 diabetes: a meta-analysis. Diabetes Care. 2011, 34 (5): 1228-1237. 10.2337/dc10-1881.CrossRefPubMedPubMedCentral Chudyk A, Petrella RJ: Effects of exercise on cardiovascular risk factors in type 2 diabetes: a meta-analysis. Diabetes Care. 2011, 34 (5): 1228-1237. 10.2337/dc10-1881.CrossRefPubMedPubMedCentral
46.
Zurück zum Zitat Hautala AJ, Mäkikallio TH, Kiviniemi A, Laukkanen RT, Nissilä S, Huikuri HV, Tulppo MP: Heart rate dynamics after controlled training followed by a home-based exercise program. Eur J Appl Physiol. 2004, 92 (3): 289-297.CrossRefPubMed Hautala AJ, Mäkikallio TH, Kiviniemi A, Laukkanen RT, Nissilä S, Huikuri HV, Tulppo MP: Heart rate dynamics after controlled training followed by a home-based exercise program. Eur J Appl Physiol. 2004, 92 (3): 289-297.CrossRefPubMed
47.
Zurück zum Zitat Pagkalos M, Koutlianos N, Kouidi E, Pagkalos E, Mandroukas K, Deligiannis A: Heart rate variability modifications following exercise training in type 2 diabetic patients with definite cardiac autonomic neuropathy. Br J Sports Med. 2008, 42 (1): 47-54.CrossRefPubMed Pagkalos M, Koutlianos N, Kouidi E, Pagkalos E, Mandroukas K, Deligiannis A: Heart rate variability modifications following exercise training in type 2 diabetic patients with definite cardiac autonomic neuropathy. Br J Sports Med. 2008, 42 (1): 47-54.CrossRefPubMed
48.
Zurück zum Zitat Tulppo MP, Hautala AJ, Mäkikallio TH, Laukkanen RT, Nissilä S, Hughson RL, Huikuri HV: Effects of aerobic training on heart rate dynamics in sedentary subjects. J Appl Physiol. 2003, 95 (1): 364-372.CrossRefPubMed Tulppo MP, Hautala AJ, Mäkikallio TH, Laukkanen RT, Nissilä S, Hughson RL, Huikuri HV: Effects of aerobic training on heart rate dynamics in sedentary subjects. J Appl Physiol. 2003, 95 (1): 364-372.CrossRefPubMed
49.
Zurück zum Zitat Aizawa K, Shoemaker JK, Overend TJ, Petrella RJ: Effects of lifestyle modification on central artery stiffness in metabolic syndrome subjects with pre-hypertension and/or pre-diabetes. Diabetes Res Clin Pract. 2009, 83 (2): 249-256. 10.1016/j.diabres.2008.11.016.CrossRefPubMed Aizawa K, Shoemaker JK, Overend TJ, Petrella RJ: Effects of lifestyle modification on central artery stiffness in metabolic syndrome subjects with pre-hypertension and/or pre-diabetes. Diabetes Res Clin Pract. 2009, 83 (2): 249-256. 10.1016/j.diabres.2008.11.016.CrossRefPubMed
50.
Zurück zum Zitat Aizawa K, Shoemaker JK, Overend TJ, Petrella RJ: Metabolic syndrome, endothelial function and lifestyle modification. Diab Vasc Dis Res. 2009, 6 (3): 181-189. 10.1177/1479164109336375.CrossRefPubMed Aizawa K, Shoemaker JK, Overend TJ, Petrella RJ: Metabolic syndrome, endothelial function and lifestyle modification. Diab Vasc Dis Res. 2009, 6 (3): 181-189. 10.1177/1479164109336375.CrossRefPubMed
51.
Zurück zum Zitat Carnethon MR, Prineas RJ, Temprosa M, Zhang ZM, Uwaifo G, Molitch ME, Diabetes Prevention Program Research Group: The association among autonomic nervous system function, incident diabetes, and intervention arm in the Diabetes Prevention Program. Diabetes Care. 2006, 29 (4): 914-919. 10.2337/diacare.29.04.06.dc05-1729.CrossRefPubMedPubMedCentral Carnethon MR, Prineas RJ, Temprosa M, Zhang ZM, Uwaifo G, Molitch ME, Diabetes Prevention Program Research Group: The association among autonomic nervous system function, incident diabetes, and intervention arm in the Diabetes Prevention Program. Diabetes Care. 2006, 29 (4): 914-919. 10.2337/diacare.29.04.06.dc05-1729.CrossRefPubMedPubMedCentral
52.
Zurück zum Zitat Katzmarzyk PT, Church TS, Blair SN: Cardiorespiratory fitness attenuates the effects of the metabolic syndrome on all-cause and cardiovascular disease mortality in men. Arch Intern Med. 2004, 164 (10): 1092-1097. 10.1001/archinte.164.10.1092.CrossRefPubMed Katzmarzyk PT, Church TS, Blair SN: Cardiorespiratory fitness attenuates the effects of the metabolic syndrome on all-cause and cardiovascular disease mortality in men. Arch Intern Med. 2004, 164 (10): 1092-1097. 10.1001/archinte.164.10.1092.CrossRefPubMed
53.
Zurück zum Zitat Lindstrom J, Ilanne-Parikka P, Peltonen M, Aunola S, Eriksson JG, Hemio K, Hamalainen H, Harkonen P, Keinanen-Kiukaanniemi S, Laakso M, Louheranta A, Mannelin M, Paturi M, Sundvall J, Valle TT, Uusitupa M, Tuomilehto J, Finnish Diabetes Prevention Study Group: Sustained reduction in the incidence of type 2 diabetes by lifestyle intervention: follow-up of the Finnish Diabetes Prevention Study. Lancet. 2006, 368 (9548): 1673-1679. 10.1016/S0140-6736(06)69701-8.CrossRefPubMed Lindstrom J, Ilanne-Parikka P, Peltonen M, Aunola S, Eriksson JG, Hemio K, Hamalainen H, Harkonen P, Keinanen-Kiukaanniemi S, Laakso M, Louheranta A, Mannelin M, Paturi M, Sundvall J, Valle TT, Uusitupa M, Tuomilehto J, Finnish Diabetes Prevention Study Group: Sustained reduction in the incidence of type 2 diabetes by lifestyle intervention: follow-up of the Finnish Diabetes Prevention Study. Lancet. 2006, 368 (9548): 1673-1679. 10.1016/S0140-6736(06)69701-8.CrossRefPubMed
Metadaten
Titel
A lifestyle intervention supported by mobile health technologies to improve the cardiometabolic risk profile of individuals at risk for cardiovascular disease and type 2 diabetes: study rationale and protocol
verfasst von
Melanie I Stuckey
Sheree Shapiro
Dawn P Gill
Robert J Petrella
Publikationsdatum
01.12.2013
Verlag
BioMed Central
Erschienen in
BMC Public Health / Ausgabe 1/2013
Elektronische ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-13-1051

Weitere Artikel der Ausgabe 1/2013

BMC Public Health 1/2013 Zur Ausgabe