Higher vegetable protein consumption, assessed by an isoenergetic macronutrient exchange model, is associated with a lower presence of overweight and obesity in the web-based Food4me European study

References

• Abete I, Parra D, Martinez JA. 2009. Legume-, fish-, or high-protein-based hypocaloric diets: effects on weight loss and mitochondrial oxidation in obese men. J Med Food. 12:100–108.
   PubMed Web of Science ®Google Scholar
• Alkerwi A, Sauvageot N, Buckley JD, Donneau AF, Albert A, Guillaume M, Crichton GE. 2015. The potential impact of animal protein intake on global and abdominal obesity: evidence from the Observation of Cardiovascular Risk Factors in Luxembourg (ORISCAV-LUX) study. Public Health Nutr. 18:1831–1838.
   PubMed Web of Science ®Google Scholar
• Aller EE, Larsen TM, Claus H, Lindroos AK, Kafatos A, Pfeiffer A, Martinez JA, Handjieva-Darlenska T, Kunesova M, Stender S, et al. 2014. Weight loss maintenance in overweight subjects on ad libitum diets with high or low protein content and glycemic index: the DIOGENES trial 12-month results. Int J Obes (Lond). 38:1511–1517.
   PubMed Web of Science ®Google Scholar
• Battaglia Richi E, Baumer B, Conrad B, Darioli R, Schmid A, Keller U. 2015. Health risks associated with meat consumption: a review of epidemiological studies. Int J Vitam Nutr Res. 85:70–78.
   PubMed Web of Science ®Google Scholar
• Bauer DC, Gaff C, Dinger ME, Caramins M, Buske FA, Fenech M, Hansen D, Cobiac L. 2014. Genomics and personalised whole-of-life healthcare. Trends Mol Med. 20:479–486.
   PubMed Web of Science ®Google Scholar
• Black AE. 2000. Critical evaluation of energy intake using the Goldberg cut-off for energy intake:basal metabolic rate. A practical guide to its calculation, use and limitations. Int J Obes Relat Metab Disord. 24:1119–1130.
   PubMed Web of Science ®Google Scholar
• Brinkworth GD, Noakes M, Keogh JB, Luscombe ND, Wittert GA, Clifton PM. 2004. Long-term effects of a high-protein, low-carbohydrate diet on weight control and cardiovascular risk markers in obese hyperinsulinemic subjects. Int J Obes Relat Metab Disord. 28:661–670.
   PubMed Web of Science ®Google Scholar
• Cecchini M, Sassi F, Lauer JA, Lee YY, Guajardo-Barron V, Chisholm D. 2010. Tackling of unhealthy diets, physical inactivity, and obesity: health effects and cost-effectiveness. Lancet. 376:1775–1784.
   PubMed Web of Science ®Google Scholar
• Celis-Morales C, Livingstone KM, Marsaux CFM, Forster H, O’Donovan CB, Woolhead C, Macready AL, Fallaize R, Navas-Carretero S, San-Cristobal R, et al. 2015. Design and baseline characteristics of the Food4Me study: a web-based randomised controlled trial of personalised nutrition in seven European countries. Genes Nutr. 10:450.
   PubMed Web of Science ®Google Scholar
• Celis-Morales C, Livingstone KM, Woolhead C, Forster H, O’Donovan CB, Macready AL, Fallaize R, Marsaux CFM, Tsirigoti L, Efstathopoulou E, et al. 2015. How reliable is internet-based self-reported identity, socio-demographic and obesity measures in European adults?. Genes Nutr. 10:476.
   Web of Science ®Google Scholar
• Clifton PM, Condo D, Keogh JB. 2014. Long term weight maintenance after advice to consume low carbohydrate, higher protein diets–a systematic review and meta analysis. Nutr Metab Cardiovasc Dis. 24:224–235.
   PubMed Web of Science ®Google Scholar
• Collaborators GBDRF. 2016. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990-2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet. 388:1659–1724.
   PubMed Web of Science ®Google Scholar
• da Silva R, Bach-Faig A, Raido Quintana B, Buckland G, Vaz de Almeida MD, Serra-Majem L. 2009. Worldwide variation of adherence to the Mediterranean diet, in 1961-1965 and 2000-2003. Public Health Nutr. 12:1676–1684.
   PubMed Web of Science ®Google Scholar
• de la Iglesia R, Lopez-Legarrea P, Abete I, Bondia-Pons I, Navas-Carretero S, Forga L, Martinez JA, Zulet MA. 2014. A new dietary strategy for long-term treatment of the metabolic syndrome is compared with the American Heart Association (AHA) guidelines: the MEtabolic Syndrome REduction in NAvarra (RESMENA) project. Br J Nutr. 111:643–652.
   PubMed Web of Science ®Google Scholar
• Elshorbagy AK, Kozich V, Smith AD, Refsum H. 2012. Cysteine and obesity: consistency of the evidence across epidemiologic, animal and cellular studies. Curr Opin Clin Nutr Metab Care. 15:49–57.
   PubMed Web of Science ®Google Scholar
• Fallaize R, Forster H, Macready AL, Walsh MC, Mathers JC, Brennan L, Gibney ER, Gibney MJ, Lovegrove JA. 2014. Online dietary intake estimation: reproducibility and validity of the Food4Me food frequency questionnaire against a 4-day weighed food record. J Med Internet Res. 16:e190.
   PubMed Web of Science ®Google Scholar
• Fallaize R, Macready AL, Butler LT, Ellis JA, Berezowska A, Fischer AR, Walsh MC, Gallagher C, Stewart-Knox BJ, Kuznesof S, et al. 2015. The perceived impact of the National Health Service on personalised nutrition service delivery among the UK public. Br J Nutr. 113:1271–1279.
   PubMed Web of Science ®Google Scholar
• Fallaize R, Macready AL, Butler LT, Ellis JA, Lovegrove JA. 2013. An insight into the public acceptance of nutrigenomic-based personalised nutrition. Nutr Res Rev. 26:39–48.
   PubMed Web of Science ®Google Scholar
• Ferguson LR, De Caterina R, Gorman U, Allayee H, Kohlmeier M, Prasad C, Choi MS, Curi R, de Luis DA, Gil Á, et al. 2016. Guide and position of the international society of nutrigenetics/nutrigenomics on personalised nutrition: Part 1 - fields of precision nutrition. J Nutrigenet Nutrigenomics. 9:12–27.
   PubMed Web of Science ®Google Scholar
• Feskens EJ, Sluik D, Du H. 2014. The association between diet and obesity in specific European Cohorts: DiOGenes and EPIC-PANACEA. Curr Obes Rep. 3:67–78.
   PubMedGoogle Scholar
• Food4Me [internet]. 2011. [accessed 2016 Feb 02]. http://www.food4me.org/
   Google Scholar
• Forster H, Fallaize R, Gallagher C, O'Donovan CB, Woolhead C, Walsh MC, Macready AL, Lovegrove JA, Mathers JC, Gibney MJ, et al. 2014. Online dietary intake estimation: the Food4Me food frequency questionnaire. J Med Internet Res. 16:e150.
   PubMed Web of Science ®Google Scholar
• Forster H, Walsh MC, Gibney MJ, Brennan L, Gibney ER. 2016. Personalised nutrition: the role of new dietary assessment methods. Proc Nutr Soc. 75:96–105.
   PubMed Web of Science ®Google Scholar
• Gibney MJ, Walsh MC. 2013. The future direction of personalised nutrition: my diet, my phenotype, my genes. Proc Nutr Soc. 72:219–225.
   PubMed Web of Science ®Google Scholar
• Grosso G, Bella F, Godos J, Sciacca S, Del Rio D, Ray S, Galvano F, Giovannucci EL. 2017. Possible role of diet in cancer: systematic review and multiple meta-analyses of dietary patterns, lifestyle factors, and cancer risk. Nutr Rev. 75:405–419.
   PubMed Web of Science ®Google Scholar
• Hafekost K, Lawrence D, Mitrou F, O'Sullivan TA, Zubrick SR. 2013. Tackling overweight and obesity: does the public health message match the science?. BMC Med. 11:41.
   PubMed Web of Science ®Google Scholar
• Hermsdorff HH, Zulet MA, Abete I, Martinez JA. 2011. A legume-based hypocaloric diet reduces proinflammatory status and improves metabolic features in overweight/obese subjects. Eur J Nutr. 50:61–69.
   PubMed Web of Science ®Google Scholar
• Hernandez-Alonso P, Salas-Salvado J, Ruiz-Canela M, Corella D, Estruch R, Fito M, Aros F, Gómez-Gracia E, Fiol M, Lapetra J, et al. 2016. High dietary protein intake is associated with an increased body weight and total death risk. Clin Nutr. 35:496–506.
   PubMed Web of Science ®Google Scholar
• Hu FB, Stampfer MJ, Rimm E, Ascherio A, Rosner BA, Spiegelman D, Willett WC. 1999. Dietary fat and coronary heart disease: a comparison of approaches for adjusting for total energy intake and modeling repeated dietary measurements. Am J Epidemiol. 149:531–540.
   PubMed Web of Science ®Google Scholar
• Jankovic N, Geelen A, Streppel MT, de Groot LC, Kiefte-de Jong JC, Orfanos P, Bamia C, Trichopoulou A, Boffetta P, Bobak M, et al. 2015. WHO guidelines for a healthy diet and mortality from cardiovascular disease in European and American elderly: the CHANCES project. Am J Clin Nutr. 102:745–756.
   PubMed Web of Science ®Google Scholar
• Jessri M, Lou WY, L’Abbé MR. 2016. Evaluation of different methods to handle misreporting in obesity research: evidence from the Canadian national nutrition survey. Br J Nutr. 115:147–159.
   PubMed Web of Science ®Google Scholar
• Kelly S, Martin S, Kuhn I, Cowan A, Brayne C, Lafortune L. 2016. Barriers and facilitators to the uptake and maintenance of healthy behaviours by people at mid-life: a rapid systematic review. PLoS One. 11:e0145074.
   PubMed Web of Science ®Google Scholar
• Keogh JB, Luscombe-Marsh ND, Noakes M, Wittert GA, Clifton PM. 2007. Long-term weight maintenance and cardiovascular risk factors are not different following weight loss on carbohydrate-restricted diets high in either monounsaturated fat or protein in obese hyperinsulinaemic men and women. Br J Nutr. 97:405–410.
   PubMed Web of Science ®Google Scholar
• Kirwan L, Walsh MC, Brennan L, Gibney ER, Drevon CA, Daniel H, Lovegrove JA, Manios Y, Martínez JA, Saris WH, et al. 2016. Comparison of the portion size and frequency of consumption of 156 foods across seven European countries: insights from the Food4ME study. Eur J Clin Nutr. 70:642–644.
   PubMed Web of Science ®Google Scholar
• Kumanyika SK, Obarzanek E, Stettler N, Bell R, Field AE, Fortmann SP, Franklin BA, Gillman MW, Lewis CE, Poston WC II, et al. 2008. Population-based prevention of obesity: the need for comprehensive promotion of healthful eating, physical activity, and energy balance: a scientific statement from American Heart Association Council on Epidemiology and Prevention, Interdisciplinary Committee for Prevention (formerly the expert panel on population and prevention science). Circulation. 118:428–464.
   PubMed Web of Science ®Google Scholar
• Larsen TM, Dalskov SM, van Baak M, Jebb SA, Papadaki A, Pfeiffer AF, Martinez JA, Handjieva-Darlenska T, Kunešová M, Pihlsgård M, et al. 2010. Diets with high or low protein content and glycemic index for weight-loss maintenance. N Engl J Med. 363:2102–2113.
   PubMed Web of Science ®Google Scholar
• Lasheras C, Fernandez S, Patterson AM. 2000. Mediterranean diet and age with respect to overall survival in institutionalized, nonsmoking elderly people. Am J Clin Nutr. 71:987–992.
   PubMed Web of Science ®Google Scholar
• Levine ME, Suarez JA, Brandhorst S, Balasubramanian P, Cheng CW, Madia F, Fontana L, Mirisola MG, Guevara-Aguirre J, Wan J, et al. 2014. Low protein intake is associated with a major reduction in IGF-1, cancer, and overall mortality in the 65 and younger but not older population. Cell Metab. 19:407–417.
   PubMed Web of Science ®Google Scholar
• Lin Y, Mouratidou T, Vereecken C, Kersting M, Bolca S, de Moraes AC, Cuenca-Garcia M, Moreno LA, González-Gross M, Valtueña J, et al. 2015. Dietary animal and plant protein intakes and their associations with obesity and cardio-metabolic indicators in European adolescents: the HELENA cross-sectional study. Nutr J. 14:10.
   PubMed Web of Science ®Google Scholar
• Livingstone KM, Celis-Morales C, Navas-Carretero S, San-Cristobal R, O'Donovan CB, Forster H, Woolhead C, Marsaux CFM, Macready AL, Fallaize R, et al. 2016. Profile of European adults interested in internet-based personalised nutrition: the Food4Me study. Eur J Nutr. 55:759–769.
   PubMed Web of Science ®Google Scholar
• Lopez-Legarrea P, de la Iglesia R, Abete I, Navas-Carretero S, Martinez JA, Zulet MA. 2014. The protein type within a hypocaloric diet affects obesity-related inflammation: the RESMENA project. Nutrition. 30:424–429.
   PubMed Web of Science ®Google Scholar
• Marsaux CF, Celis-Morales C, Hoonhout J, Claassen A, Goris A, Forster H, Fallaize R, Macready AL, Navas-Carretero S, Kolossa S, et al. 2016. Objectively measured physical activity in European adults: cross-sectional findings from the Food4Me study. PLoS One. 11:e0150902.
   PubMed Web of Science ®Google Scholar
• Marshall SJ, Livingstone KM, Celis-Morales C, Forster H, Fallaize R, O'Donovan CB, Woolhead C, Marsaux CF, Macready AL, Navas-Carretero S, et al. 2016. Reproducibility of the online Food4Me food-frequency questionnaire for estimating dietary intakes across Europe. J Nutr. 146:1068–1075.
   PubMed Web of Science ®Google Scholar
• Mathers JC. 2015. Impact of nutrition on the ageing process. Br J Nutr. 113 Suppl:S18–S22.
   PubMed Web of Science ®Google Scholar
• McCance RA, Widdowson EM, Royal Society of Chemistry (Great Britain), Food Standards Agency (Great Britain), AFRC Institute of Food Research. 2002. The composition of foods. Pp. XV. Cambridge (UK): Royal Society of Chemistry; 537 p.
   Google Scholar
• Milte CM, McNaughton SA. 2015. Dietary patterns and successful ageing: a systematic review. Eur J Nutr. 55:423–450.
   PubMed Web of Science ®Google Scholar
• Moslehi N, Ehsani B, Mirmiran P, Hojjat P, Azizi F. 2015. Association of dietary proportions of macronutrients with visceral adiposity index: non-substitution and iso-energetic substitution models in a prospective study. Nutrients. 7:8859–8870.
   PubMed Web of Science ®Google Scholar
• Naska A, Fouskakis D, Oikonomou E, Almeida MD, Berg MA, Gedrich K, Moreiras O, Nelson M, Trygg K, Turrini A, et al. 2006. Dietary patterns and their socio-demographic determinants in 10 European countries: data from the DAFNE databank. Eur J Clin Nutr. 60:181–190.
   PubMed Web of Science ®Google Scholar
• Nations UU. 1999. [accessed 2015 Nov 05]. http://millenniumindicators.un.org/unsd/methods/m49/m49regin.htm
   Google Scholar
• Navas-Carretero S, Holst C, Saris WH, van Baak MA, Jebb SA, Kafatos A, Papadaki A, Pfeiffer AF, Handjieva-Darlenska T, Hlavaty P, et al. 2016. The impact of gender and protein intake on the success of weight maintenance and associated cardiovascular risk benefits, independent of the mode of food provision: the DiOGenes randomized trial. J Am Coll Nutr. 35:20–30.
   PubMed Web of Science ®Google Scholar
• Ng M, Fleming T, Robinson M, Thomson B, Graetz N, Margono C, Mullany EC, Biryukov S, Abbafati C, Abera SF, et al. 2014. Global, regional, and national prevalence of overweight and obesity in children and adults during 1980-2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet. 384:766–781.
   PubMed Web of Science ®Google Scholar
• Osler M, Schroll M. 1997. Diet and mortality in a cohort of elderly people in a north European community. Int J Epidemiol. 26:155–159.
   PubMed Web of Science ®Google Scholar
• Pavlovic M, Prentice A, Thorsdottir I, Wolfram G, Branca F. 2007. Challenges in harmonizing energy and nutrient recommendations in Europe. Ann Nutr Metab. 51:108–114.
   PubMed Web of Science ®Google Scholar
• Phillips K, Wood F, Kinnersley P. 2014. Tackling obesity: the challenge of obesity management for practice nurses in primary care. Fam Pract. 31:51–59.
   PubMed Web of Science ®Google Scholar
• Raguso CA, Kyle U, Kossovsky MP, Roynette C, Paoloni-Giacobino A, Hans D, Genton L, Pichard C. 2006. A 3-year longitudinal study on body composition changes in the elderly: role of physical exercise. Clin Nutr. 25:573–580.
   PubMed Web of Science ®Google Scholar
• Riddle ES, Stipanuk MH, Thalacker-Mercer AE. 2016. Amino acids in healthy aging skeletal muscle. Front Biosci (Elite Ed). 8:326–350.
   PubMedGoogle Scholar
• San-Cristobal R, Milagro FI, Martinez JA. 2013. Future challenges and present ethical considerations in the use of personalized nutrition based on genetic advice. J Acad Nutr Diet. 113:1447–1454.
   PubMed Web of Science ®Google Scholar
• San-Cristobal R, Navas-Carretero S, Celis-Morales C, Brennan L, Walsh M, Lovegrove JA, Daniel H, Saris WH, Traczyk I, Manios Y, et al. 2015. Analysis of dietary pattern impact on weight status for personalised nutrition through on-line advice: the Food4Me Spanish cohort. Nutrients. 7:9523–9537.
   PubMed Web of Science ®Google Scholar
• Santiago S, Sayon-Orea C, Babio N, Ruiz-Canela M, Marti A, Corella D, Estruch R, Fitó M, Aros F, Ros E, et al. 2015. Yogurt consumption and abdominal obesity reversion in the PREDIMED study. Nutr Metab Cardiovasc Dis. 26:468–475.
   PubMed Web of Science ®Google Scholar
• Santiago S, Zazpe I, Marti A, Cuervo M, Martinez JA. 2013. Gender differences in lifestyle determinants of overweight prevalence in a sample of Southern European children. Obes Res Clin Pract. 7:e391–e400.
   PubMed Web of Science ®Google Scholar
• Skilton MR, Laville M, Cust AE, Moulin P, Bonnet F. 2008. The association between dietary macronutrient intake and the prevalence of the metabolic syndrome. Br J Nutr. 100:400–407.
   PubMed Web of Science ®Google Scholar
• Srikanthan P, Karlamangla AS. 2014. Muscle mass index as a predictor of longevity in older adults. Am J Med. 127:547–553.
   PubMed Web of Science ®Google Scholar
• Stanhope KL. 2016. Sugar consumption, metabolic disease and obesity: the state of the controversy. Crit Rev Clin Lab Sci. 53:52–67.
   PubMed Web of Science ®Google Scholar
• Stenholm S, Rantanen T, Alanen E, Reunanen A, Sainio P, Koskinen S. 2007. Obesity history as a predictor of walking limitation at old age. Obesity (Silver Spring). 15:929–938.
   PubMed Web of Science ®Google Scholar
• Stenholm S, Sainio P, Rantanen T, Koskinen S, Jula A, Heliovaara M, Aromaa A. 2007. High body mass index and physical impairments as predictors of walking limitation 22 years later in adult Finns. J Gerontol A Biol Sci Med Sci. 62:859–865.
   PubMed Web of Science ®Google Scholar
• Trichopoulou A, Bamia C, Norat T, Overvad K, Schmidt EB, Tjønneland A, Halkjaer J, Clavel-Chapelon F, Vercambre MN, Boutron-Ruault MC, et al. 2007. Modified Mediterranean diet and survival after myocardial infarction: the EPIC-Elderly study. Eur J Epidemiol. 22:871–881.
   PubMed Web of Science ®Google Scholar
• Trichopoulou A, Costacou T, Bamia C, Trichopoulos D. 2003. Adherence to a Mediterranean diet and survival in a Greek population. N Engl J Med. 348:2599–2608.
   PubMed Web of Science ®Google Scholar
• Vardavas CI, Linardakis MK, Hatzis CM, Saris WH, Kafatos AG. 2010. Cardiovascular disease risk factors and dietary habits of farmers from Crete 45 years after the first description of the Mediterranean diet. Eur J Cardiovasc Prev Rehabil. 17:440–446.
   PubMedGoogle Scholar
• Vergnaud AC, Norat T, Mouw T, Romaguera D, May AM, Bueno-de-Mesquita HB, van der AD, Agudo A, Wareham N, Khaw KT, et al. 2013. Macronutrient composition of the diet and prospective weight change in participants of the EPIC-PANACEA study. PLoS One. 8:e57300.
   PubMed Web of Science ®Google Scholar
• Vinknes KJ, de Vogel S, Elshorbagy AK, Nurk E, Drevon CA, Gjesdal CG, Tell GS, Vollset SE, Refsum H. 2011. Dietary intake of protein is positively associated with percent body fat in middle-aged and older adults. J Nutr. 141:440–446.
   PubMed Web of Science ®Google Scholar
• Woods NF, Rillamas-Sun E, Cochrane BB, La Croix AZ, Seeman TE, Tindle HA, Zaslavsky O, Bird CE, Johnson KC, Manson JE, et al. 2016. Aging well: observations from the Women's Health Initiative Study. J Gerontol A Biol Sci Med Sci. 71 Suppl 1:S3–S12.
   PubMed Web of Science ®Google Scholar
• Zulet MA, Bondia-Pons I, Abete I, de la Iglesia R, Lopez-Legarrea P, Forga L, Navas-Carretero S, Martinez JA. 2011. The reduction of the metabolyc syndrome in Navarra-Spain (RESMENA-S) study: a multidisciplinary strategy based on chrononutrition and nutritional education, together with dietetic and psychological control. Nutr Hosp. 26:16–26.
   PubMed Web of Science ®Google Scholar