M. Finucane, G. Stevens, M. Cowan, G. Danaei, J. Lin et al., National, regional, and global trends in body-mass index since 1980: systematic analysis of health examination surveys and epidemiological studies with 960 country-years and 9??1 million participants, The Lancet, vol.377, issue.9765, pp.557-67, 2011.
DOI : 10.1016/S0140-6736(10)62037-5

F. Favier, I. Jaussent, N. Moullec, X. Debussche, M. Boyer et al., Prevalence of Type 2 diabetes and central adiposity in La R??union Island, the REDIA Study, Diabetes Research and Clinical Practice, vol.67, issue.3, pp.234-276, 2005.
DOI : 10.1016/j.diabres.2004.07.013

A. Golay and J. Ybarra, Link between obesity and type 2 diabetes, Best Practice & Research Clinical Endocrinology & Metabolism, vol.19, issue.4, pp.649-63, 2005.
DOI : 10.1016/j.beem.2005.07.010

F. Favier, E. Rachou, M. Ricquebourg, and A. Fianu, Comportements alimentaires et activités physiques des RéunionnaisEating habits and physical activity in Reunion Island. RE-CONSAL Study) National Institute for Health and Medical Research?Regional Health Observatory (INSERM? ORS Réunion): Saint-Denis, Réunion, Etude RÉ-CONSAL, 2002.

X. Pan, G. Li, Y. Hu, W. Yang, Z. An et al., Effects of Diet and Exercise in Preventing NIDDM in People With Impaired Glucose Tolerance: The Da Qing IGT and Diabetes Study, Diabetes Care, vol.20, issue.4, pp.537-581, 1997.
DOI : 10.2337/diacare.20.4.537

J. Tuomilehto, J. Lindström, J. Eriksson, T. Valle, H. Hamalaïnen et al., Prevention of Type 2 Diabetes Mellitus by Changes in Lifestyle among Subjects with Impaired Glucose Tolerance, New England Journal of Medicine, vol.344, issue.18, pp.1343-50, 2001.
DOI : 10.1056/NEJM200105033441801

W. Knowler, E. Barrett-connor, S. Fowler, R. Hamman, J. Lachin et al., Diabetes Prevention Program Research Group. Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin, N Engl J Med, vol.346, pp.393-403, 2002.

A. Ramachandran, C. Snehalatha, S. Mary, B. Mukesh, A. Bhaskar et al., The Indian Diabetes Prevention Programme shows that lifestyle modification and metformin prevent type 2 diabetes in Asian Indian subjects with impaired glucose tolerance (IDPP-1), Diabetologia, vol.67, issue.2, pp.289-97, 2006.
DOI : 10.1007/s00125-005-0097-z

J. Donnelly, S. Blair, J. Jakicic, M. Manore, J. Rankin et al., Appropriate Physical Activity Intervention Strategies for Weight Loss and Prevention of Weight Regain for Adults, Medicine & Science in Sports & Exercise, vol.41, issue.2, pp.459-71, 2009.
DOI : 10.1249/MSS.0b013e3181949333

T. Meyer, L. A. Earnest, C. Kindermann, and W. , A Conceptual Framework for Performance Diagnosis and Training Prescription from Submaximal Gas Exchange Parameters - Theory and Application, International Journal of Sports Medicine, vol.26, pp.38-48, 2005.
DOI : 10.1055/s-2004-830514

P. Hofmann and G. Tschakert, Special Needs to Prescribe Exercise Intensity for Scientific Studies, Cardiology Research and Practice, vol.41, issue.6, pp.209302-209312, 2010.
DOI : 10.1007/s00421-002-0595-3

D. Salvadego, S. Lazzer, C. Busti, R. Galli, F. Agosti et al., Gas exchange kinetics in obese adolescents. Inferences on exercise tolerance and prescription, AJP: Regulatory, Integrative and Comparative Physiology, vol.299, issue.5, pp.1298-305, 2010.
DOI : 10.1152/ajpregu.00038.2010

J. Brun, A. Romain, and J. Mercier, Maximal lipid oxidation during exercise (Lipoxmax): From physiological measurements to clinical applications. Facts and uncertainties, Science & Sports, vol.26, issue.2, pp.57-71, 2011.
DOI : 10.1016/j.scispo.2011.02.001

G. Brooks and J. Mercier, Balance of carbohydrate and lipid utilization during exercise: the " crossover " concept, J Appl Physiol, vol.76, pp.2253-61, 1985.

D. Van-aggel-leijssen, W. Saris, G. Hul, V. Baak, and M. , Long-term effects of low-intensity exercise training on fat metabolism in weight-reduced obese men, Metabolism, vol.51, issue.8, pp.1003-1013, 2002.
DOI : 10.1053/meta.2002.34028

J. Achten, M. Gleeson, and A. Jeukendrup, Determination of the exercise intensity that elicits maximal fat oxidation, Medicine & Science in Sports & Exercise, vol.34, issue.1, pp.92-99, 2002.
DOI : 10.1097/00005768-200201000-00015

A. Perez-martin, M. Dumortier, E. Raynaud, J. Brun, C. Fédou et al., Balance of substrate oxidation during submaximal exercise in lean and obese people, Diabetes Metab, vol.27, pp.466-74, 2001.

M. Dumortier, F. Brandou, A. Perez-martin, C. Fedou, J. Mercier et al., Low intensity endurance exercise targeted for lipid oxidation improves body composition and insulin sensitivity in patients with the metabolic syndrome, Diabetes & Metabolism, vol.29, issue.5, pp.509-527, 2003.
DOI : 10.1016/S1262-3636(07)70065-4

F. Brandou, M. Dumortier, P. Garandeau, J. Mercier, and J. Brun, Effects of a two-month rehabilitation program on substrate utilization during exercise in obese adolescents, Diabetes & Metabolism, vol.29, issue.1, pp.20-27, 2003.
DOI : 10.1016/S1262-3636(07)70003-4

K. Sahlin, M. Mogensen, M. Bagger, M. Fernstrom, and P. Pedersen, The potential for mitochondrial fat oxidation in human skeletal muscle influences whole body fat oxidation during low-intensity exercise, AJP: Endocrinology and Metabolism, vol.292, issue.1, pp.223-253, 2007.
DOI : 10.1152/ajpendo.00266.2006

S. Bordenave, L. Metz, S. Flavier, K. Lambert, E. Ghanassia et al., Training-induced improvement in lipid oxidation in type 2 diabetes mellitus is related to alterations in muscle mitochondrial activity. Effect of endurance training in type 2 diabetes, Diabetes & Metabolism, vol.34, issue.2, pp.162-170, 2008.
DOI : 10.1016/j.diabet.2007.11.006

URL : https://hal.archives-ouvertes.fr/inserm-00283169

M. Venables and A. Jeukendrup, Endurance Training and Obesity, Medicine & Science in Sports & Exercise, vol.40, issue.3, pp.495-502, 2008.
DOI : 10.1249/MSS.0b013e31815f256f

B. Ounis, O. Elloumi, M. Amri, M. Trabelsi, Y. Lac et al., Impact of training and hypocaloric diet on fat oxidation and body composition in obese adolescents, Science & Sports, vol.24, issue.3-4, pp.178-85, 2009.
DOI : 10.1016/j.scispo.2008.10.002

B. Ounis, O. Elloumi, M. , B. Chiek, I. Zbidi et al., Effects of two-month physical-endurance and diet-restriction programmes on lipid profiles and insulin resistance in obese adolescent boys, Diabetes & Metabolism, vol.34, issue.6, pp.595-600, 2008.
DOI : 10.1016/j.diabet.2008.05.011

M. Elloumi, B. Ounis, O. Makni, E. Van-praagh, E. Tabka et al., Effect of individualized weight-loss programmes on adiponectin, leptin and resistin levels in obese adolescent boys, Acta Paediatrica, vol.30, issue.9, pp.1487-93, 2009.
DOI : 10.1111/j.1651-2227.2009.01365.x

A. Romain, M. Carayol, M. Desplan, C. Fedou, G. Ninot et al., Physical Activity Targeted at Maximal Lipid Oxidation: A Meta-Analysis, Journal of Nutrition and Metabolism, vol.11, issue.1, pp.285395-285405, 2012.
DOI : 10.3275/7238

S. Tan, X. Wang, and J. Wang, Effects of supervised exercise training at the intensity of maximal fat oxidation in overweight young women, Journal of Exercise Science & Fitness, vol.10, issue.2, pp.64-73, 2012.
DOI : 10.1016/j.jesf.2012.10.002

E. Rimm, A. Ascherio, E. Giovannucci, D. Spiegelman, M. Stampfer et al., Vegetable, Fruit, and Cereal Fiber Intake and Risk of Coronary Heart Disease Among Men, JAMA: The Journal of the American Medical Association, vol.275, issue.6, pp.447-51, 1996.
DOI : 10.1001/jama.1996.03530300031036

P. Carter, L. Gray, J. Troughton, K. Khunti, and M. Davies, Fruit and vegetable intake and incidence of type 2 diabetes mellitus: systematic review and meta-analysis, BMJ, vol.341, issue.aug18 4, p.20724400, 2010.
DOI : 10.1136/bmj.c4229

A. Moor-de-burgos, M. Wartanowicz, and S. Ziemla?ski, Blood vitamin and lipid levels in overweight and obese women, Eur J Clin Nutr, vol.46, pp.803-811, 1992.

G. Maskarinec, R. Novotny, and K. Tasaki, Dietary patterns are associated with body mass index in multiethnic women, J Nutr, vol.130, pp.3068-72, 2000.

D. Canoy, N. Wareham, A. Welch, S. Bingham, R. Luben et al., Plasma ascorbic acid concentrations and fat distribution in 19,068 British men and women in the European Prospective Investigation into Cancer and Nutrition. Norfolk cohort study, Am J Clin Nutr, vol.82, pp.1203-1212, 2005.

H. Macrae, T. Noakes, and S. Dennis, Role of decreased carbohydrate oxidation on slower rises in ventilation with increasing exercise intensity after training, European Journal of Applied Physiology and Occupational Physiology, vol.46, issue.6, pp.523-532, 1995.
DOI : 10.1007/BF00238555

F. Peronnet and D. Massicotte, Table of nonprotein respiratory quotient: an update, Can J Sport Sci, vol.16, pp.23-32, 1991.

O. Donovan, G. Owen, A. Bird, S. Kearney, E. Nevill et al., Changes in cardiorespiratory fitness and coronary heart disease risk factors following 24 wk of moderate- or high-intensity exercise of equal energy cost, Journal of Applied Physiology, vol.98, issue.5, pp.1619-1644, 2005.
DOI : 10.1152/japplphysiol.01310.2004

D. Hansen, P. Dendale, J. Berger, L. Van-loon, and R. Meeusen, The Effects of Exercise Training on Fat-Mass Loss in Obese Patients During Energy Intake Restriction, Sports Medicine, vol.36, issue.3, pp.31-46, 2007.
DOI : 10.2165/00007256-200737010-00003

B. Nicklas, X. Wang, T. You, M. Lyles, J. Demons et al., Effect of exercise intensity on abdominal fat loss during calorie restriction in overweight and obese postmenopausal women: a randomized, controlled trial, American Journal of Clinical Nutrition, vol.89, issue.4, pp.1043-52, 2009.
DOI : 10.3945/ajcn.2008.26938

J. Cho, S. Lee, J. Lee, and H. Kang, Randomized Controlled Trial of Training Intensity in Adiposity, International Journal of Sports Medicine, vol.32, issue.06, pp.468-75, 2011.
DOI : 10.1055/s-0031-1271789

D. Van-aggel-leijssen, W. Saris, A. Wagenmakers, G. Hul, and M. Van-baak, The Effect of Low-Intensity Exercise Training on Fat Metabolism of Obese Women, Obesity Research, vol.98, issue.suppl, pp.86-96, 2001.
DOI : 10.1038/oby.2001.11

S. Lazzer, C. Lafortuna, C. Busti, R. Galli, F. Agosti et al., Effects of low- and high-intensity exercise training on body composition and substrate metabolism in obese adolescents, Journal of Endocrinological Investigation, vol.38, issue.1, pp.45-52, 2011.
DOI : 10.1007/BF03346694

J. Brun, D. Malatesta, and A. Sartorio, Maximal lipid oxidation during exercise: a target for individualizing endurance training in obesity and diabetes?, J Endocrinol Invest, vol.35, pp.686-91, 2012.

A. Tremblay, J. Simoneau, and C. Bouchard, Impact of exercise intensity on body fatness and skeletal muscle metabolism, Metabolism, vol.43, issue.7, pp.814-822, 1994.
DOI : 10.1016/0026-0495(94)90259-3

E. Trapp, D. Chisholm, J. Freund, and S. Boutcher, The effects of high-intensity intermittent exercise training on fat loss and fasting insulin levels of young women, International Journal of Obesity, vol.81, issue.4, pp.684-91, 2008.
DOI : 10.1038/sj.ijo.0802727

B. Irving, C. Davis, D. Brock, J. Weltman, D. Swift et al., Effect of Exercise Training Intensity on Abdominal Visceral Fat and Body Composition, Medicine & Science in Sports & Exercise, vol.40, issue.11, pp.1863-72, 2008.
DOI : 10.1249/MSS.0b013e3181801d40

L. Whyte, J. Gill, and A. Cathcart, Effect of 2 weeks of sprint interval training on health-related outcomes in sedentary overweight/obese men, Metabolism, vol.59, issue.10, pp.1421-1439, 2010.
DOI : 10.1016/j.metabol.2010.01.002

S. Boutcher, High-Intensity Intermittent Exercise and Fat Loss, Journal of Obesity, vol.57, issue.4, p.20868305, 2011.
DOI : 10.1038/sj.ijo.0802846

J. Maurie, J. Brun, E. Jean, A. Romain, and J. Mercier, Comparaison de deux modalit??s diff??rentes d???activit?? physique (SWEET et Lipoxmax) chez des diab??tiques de type 2, Science & Sports, vol.26, issue.2, pp.92-98, 2011.
DOI : 10.1016/j.scispo.2010.12.002

J. Houmard, Intramuscular lipid oxidation and obesity, AJP: Regulatory, Integrative and Comparative Physiology, vol.294, issue.4, pp.1111-1117, 2008.
DOI : 10.1152/ajpregu.00396.2007

D. Savage, K. Petersen, and G. Shulman, Disordered Lipid Metabolism and the Pathogenesis of Insulin Resistance, Physiological Reviews, vol.87, issue.2, pp.507-527, 2007.
DOI : 10.1152/physrev.00024.2006

P. Lavault, S. Deaux, A. Romain, C. Fedou, J. Mercier et al., Int??r??t de la quantification de la masse musculaire pour interpr??ter la calorim??trie d???effort, Science & Sports, vol.26, issue.2, pp.88-91, 2011.
DOI : 10.1016/j.scispo.2010.12.001

N. Barwell, D. Malkova, M. Leggate, and J. Gill, Individual responsiveness to exercise-induced fat loss is associated with change in resting substrate utilization, Metabolism, vol.58, issue.9, pp.1320-1328, 2009.
DOI : 10.1016/j.metabol.2009.04.016

M. Hopkins, P. Caudwell, C. Gibbons, G. Finlayson, J. Blubell et al., Fat oxidation during exercise is associated with medium-term exercise-induce fat loss, Obesity Reviews, vol.11, p.183, 2010.