{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T00:22:15Z","timestamp":1773015735852,"version":"3.50.1"},"reference-count":62,"publisher":"Wiley","issue":"2","license":[{"start":{"date-parts":[[2024,5,21]],"date-time":"2024-05-21T00:00:00Z","timestamp":1716249600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2024,5,21]],"date-time":"2024-05-21T00:00:00Z","timestamp":1716249600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/100018703","name":"HORIZON EUROPE European Innovation Council","doi-asserted-by":"publisher","award":["817732"],"award-info":[{"award-number":["817732"]}],"id":[{"id":"10.13039\/100018703","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Nutrition Bulletin"],"published-print":{"date-parts":[[2024,6]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>\n                    A healthy lifestyle comprising regular physical activity and an adequate diet is imperative for the prevention of non\u2010communicable diseases such as hypertension and some cancers. Advances in information computer technology offer the opportunity to provide personalised lifestyle advice directly to the individual through devices such as smartphones or tablets. The overall aim of the\n                    <jats:italic>PROTEIN<\/jats:italic>\n                    project (Wilson\u2010Barnes et\u00a0al., 2021) was to develop a smartphone application that could provide tailored and dynamic nutrition and physical activity advice directly to the individual in real time. However, to create this mobile health (m\u2010health) smartphone application, a knowledge base of reference ranges for macro\u2010\/micronutrient intake, anthropometry, biochemical, physiological and sleep parameters was required to underpin the parameters of the recommender systems. Therefore, the principal aim of this emerging research paper is to describe the process by which experts in nutrition and physiology from the\n                    <jats:italic>PROTEIN<\/jats:italic>\n                    consortium collaborated to develop the nutritional and physical activity requirements, based upon existing recommendations, for 10 separate population groups living within the EU including, but not limited to healthy adults, adults with type 2 diabetes mellitus, cardiovascular disease, excess weight, obesity and iron deficiency anaemia. A secondary aim is to describe the development of a library of 24\u2010h meal plans appropriate for the same groups and also encompassing various dietary preferences and allergies. Overall, the consortium devised an extensive nutrition and physical activity knowledge base that is pertinent to 10 separate EU user groups, is available in 7 different languages and is practically implemented via a library of culturally appropriate, 24\u2010h meal plans.\n                  <\/jats:p>","DOI":"10.1111\/nbu.12673","type":"journal-article","created":{"date-parts":[[2024,5,22]],"date-time":"2024-05-22T00:38:40Z","timestamp":1716338320000},"page":"220-234","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["The development of an EU\u2010wide nutrition and physical activity expert knowledge base to support a personalised mobile application across various EU population groups"],"prefix":"10.1111","volume":"49","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9945-4800","authenticated-orcid":false,"given":"S. L.","family":"Wilson\u2010Barnes","sequence":"first","affiliation":[{"name":"School of Biosciences &amp; Medicine University of Surrey  Guildford UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"I.","family":"Pagkalos","sequence":"additional","affiliation":[{"name":"Department of Nutritional Sciences and Dietetics International Hellenic University  Thessaloniki Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8615-1541","authenticated-orcid":false,"given":"E.","family":"Patra","sequence":"additional","affiliation":[{"name":"Department of Nutritional Sciences and Dietetics International Hellenic University  Thessaloniki Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A.","family":"Kokkinopoulou","sequence":"additional","affiliation":[{"name":"Department of Nutritional Sciences and Dietetics International Hellenic University  Thessaloniki Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M.","family":"Hassapidou","sequence":"additional","affiliation":[{"name":"Department of Nutritional Sciences and Dietetics International Hellenic University  Thessaloniki Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"E.","family":"Lalama","sequence":"additional","affiliation":[{"name":"Department of Endocrinology, Diabetes and Nutrition Charit\u00e9 Universit\u00e4tsmedizin Berlin  Berlin Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M.","family":"Csanalosi","sequence":"additional","affiliation":[{"name":"Department of Endocrinology, Diabetes and Nutrition Charit\u00e9 Universit\u00e4tsmedizin Berlin  Berlin Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S.","family":"Kabisch","sequence":"additional","affiliation":[{"name":"Department of Endocrinology, Diabetes and Nutrition Charit\u00e9 Universit\u00e4tsmedizin Berlin  Berlin Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A. F. H.","family":"Pfeiffer","sequence":"additional","affiliation":[{"name":"Department of Endocrinology, Diabetes and Nutrition Charit\u00e9 Universit\u00e4tsmedizin Berlin  Berlin Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"E.","family":"DeCorte","sequence":"additional","affiliation":[{"name":"Department of Rehabilitation Sciences and Department of Cardiovascular Sciences Katholieke Universiteit Leuven  Leuven Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"V.","family":"Cornelissen","sequence":"additional","affiliation":[{"name":"Department of Rehabilitation Sciences and Department of Cardiovascular Sciences Katholieke Universiteit Leuven  Leuven Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"P.","family":"Bacelar","sequence":"additional","affiliation":[{"name":"Healthium\/Nutrium Software  Porto e Regi\u00e3o Portugal"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S.","family":"Balula\u00a0Dias","sequence":"additional","affiliation":[{"name":"Interdisciplinary Centre for the Study of Human Performance (CIPER), Faculdade de Motricidade Human Universidade de Lisboa  Lisbon Portugal"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K.","family":"Stefanidis","sequence":"additional","affiliation":[{"name":"Centre for Research &amp; Technology Hellas  Thessaloniki Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D.","family":"Tsatsou","sequence":"additional","affiliation":[{"name":"Centre for Research &amp; Technology Hellas  Thessaloniki Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"L.","family":"Gymnopoulos","sequence":"additional","affiliation":[{"name":"Centre for Research &amp; Technology Hellas  Thessaloniki Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K.","family":"Dimitropoulos","sequence":"additional","affiliation":[{"name":"Centre for Research &amp; Technology Hellas  Thessaloniki Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K.","family":"Rouskas","sequence":"additional","affiliation":[{"name":"Centre for Research &amp; Technology Hellas  Thessaloniki Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"N.","family":"Argiriou","sequence":"additional","affiliation":[{"name":"Centre for Research &amp; Technology Hellas  Thessaloniki Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R.","family":"Leoni","sequence":"additional","affiliation":[{"name":"Datawizard  Rome Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J. M.","family":"Botana","sequence":"additional","affiliation":[{"name":"GrupoCMC  Madrid Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D.","family":"Russell","sequence":"additional","affiliation":[{"name":"Ocado Group  Hatfield UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S. A.","family":"Lanham\u2010New","sequence":"additional","affiliation":[{"name":"School of Biosciences &amp; Medicine University of Surrey  Guildford UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K.","family":"Hart","sequence":"additional","affiliation":[{"name":"School of Biosciences &amp; Medicine University of Surrey  Guildford UK"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2024,5,21]]},"reference":[{"key":"e_1_2_11_2_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2021-051285"},{"key":"e_1_2_11_3_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-019-0134-9"},{"key":"e_1_2_11_4_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnut.2022.898031"},{"key":"e_1_2_11_5_1","doi-asserted-by":"publisher","DOI":"10.3390\/nu12103209"},{"key":"e_1_2_11_6_1","doi-asserted-by":"publisher","DOI":"10.2337\/dci19-0028"},{"key":"e_1_2_11_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC46164.2021.9630783"},{"key":"e_1_2_11_8_1","doi-asserted-by":"publisher","DOI":"10.5665\/sleep.3298"},{"key":"e_1_2_11_9_1","doi-asserted-by":"publisher","DOI":"10.3945\/ajcn.115.120873"},{"key":"e_1_2_11_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12263-014-0450-2"},{"issue":"2","key":"e_1_2_11_11_1","first-page":"578","article-title":"Effect of personalised nutrition on health\u2010related behaviour change: Evidence from the Food4Me European randomised controlled trial","volume":"46","author":"Celis\u2010Morales C.","year":"2017","journal-title":"International Journal of Epidemiology"},{"key":"e_1_2_11_12_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12889-017-4850-2"},{"key":"e_1_2_11_13_1","doi-asserted-by":"publisher","DOI":"10.1139\/apnm-2015-0627"},{"key":"e_1_2_11_14_1","doi-asserted-by":"publisher","DOI":"10.1093\/eurheartj\/ehz486"},{"key":"e_1_2_11_15_1","doi-asserted-by":"publisher","DOI":"10.2337\/dc17-1600"},{"key":"e_1_2_11_16_1","doi-asserted-by":"publisher","DOI":"10.1093\/eurjpc\/zwad125.220"},{"key":"e_1_2_11_17_1","unstructured":"Diabetes. (2022)World Health Organisation. Available from:https:\/\/www.who.int\/health\u2010topics\/diabetes#tab=tab_1[Accessed 7 Mar 2022]."},{"key":"e_1_2_11_18_1","doi-asserted-by":"publisher","DOI":"10.1249\/MSS.0b013e3181949333"},{"key":"e_1_2_11_19_1","doi-asserted-by":"publisher","DOI":"10.2903\/j.efsa.2012.2557"},{"issue":"3","key":"e_1_2_11_20_1","first-page":", 1462","article-title":"Scientific Opinion on Dietary Reference Values for carbohydrates and dietary fibre","volume":"8","author":"EFSA","year":"2010","journal-title":"EFSA Journal"},{"issue":"12","key":"e_1_2_11_21_1","article-title":"Dietary Reference Values for nutrients Summary report","volume":"14","author":"EFSA","year":"2017","journal-title":"EFSA Supporting Publications"},{"key":"e_1_2_11_22_1","doi-asserted-by":"publisher","DOI":"10.2337\/dc14-S120"},{"key":"e_1_2_11_23_1","volume-title":"Fruit and vegetables \u2013 your dietary essentials. The International Year of Fruits and Vegetables, 2021, background paper","author":"FAO","year":"2020"},{"key":"e_1_2_11_24_1","doi-asserted-by":"publisher","DOI":"10.1017\/S0029665123004135"},{"key":"e_1_2_11_25_1","unstructured":"Isak \u2013 The International Society for the Advancement of Kinanthropometry. (2022) Available from:https:\/\/www.isak.global\/[Accessed 8 Mar 2022]."},{"key":"e_1_2_11_26_1","doi-asserted-by":"publisher","DOI":"10.3390\/nu13041075"},{"key":"e_1_2_11_27_1","doi-asserted-by":"publisher","DOI":"10.2196\/20037"},{"key":"e_1_2_11_28_1","doi-asserted-by":"publisher","DOI":"10.3390\/nu12010209"},{"key":"e_1_2_11_29_1","doi-asserted-by":"publisher","DOI":"10.1111\/obr.13428"},{"key":"e_1_2_11_30_1","doi-asserted-by":"publisher","DOI":"10.2147\/NSS.S134864"},{"key":"e_1_2_11_31_1","doi-asserted-by":"publisher","DOI":"10.1080\/17461391.2012.730061"},{"key":"e_1_2_11_32_1","doi-asserted-by":"publisher","DOI":"10.3390\/nu12103118"},{"key":"e_1_2_11_33_1","unstructured":"Nutrium. (2022)Nutrium | Nutrition Software. Available from:https:\/\/nutrium.com\/en?utm_source=google&utm_medium=cpc&utm_campaign=UK_IE_Search_Brand&utm_content=UK_IE_Nutrium_Exact&utm_term=nutrium&gclid=CjwKCAiA4KaRBhBdEiwAZi1zzqJIgi_gw87VUzNSzdOpMLMEmY0hamFwzWiqnv9XLyXrFY0do5UG9BoC1soQAvD_BwE[Accessed 10 Mar 2022]."},{"key":"e_1_2_11_34_1","doi-asserted-by":"publisher","DOI":"10.1017\/S0007114519001454"},{"key":"e_1_2_11_35_1","doi-asserted-by":"publisher","DOI":"10.1093\/eurheartj\/ehw106"},{"key":"e_1_2_11_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jchb.2017.08.001"},{"key":"e_1_2_11_37_1","unstructured":"Public Health England. (2018)The Eatwell Guide. Available from:https:\/\/www.gov.uk\/government\/publications\/the\u2010eatwell\u2010guide[Accessed 13 Nov 2019]."},{"key":"e_1_2_11_38_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12916-022-02328-x"},{"key":"e_1_2_11_39_1","doi-asserted-by":"publisher","DOI":"10.1093\/eurheartj\/eht108"},{"key":"e_1_2_11_40_1","unstructured":"Scientific Advisory Committee on Nutrition(2019)Vitamin D and health report. Available online:https:\/\/assets.publishing.service.gov.uk\/media\/5a804e36ed915d74e622dafa\/SACN_Vitamin_D_and_Health_report.pdf. Accessed on 01 March 2023."},{"key":"e_1_2_11_41_1","doi-asserted-by":"publisher","DOI":"10.2337\/dc14-2073"},{"key":"e_1_2_11_42_1","doi-asserted-by":"publisher","DOI":"10.1038\/srep21480"},{"key":"e_1_2_11_43_1","unstructured":"Smartphone market in Europe. (2023)Statista. Available from:https:\/\/www.statista.com\/topics\/3341\/smartphone\u2010market\u2010in\u2010europe\/#topicOverview[Accessed 11 Jan 2023]."},{"key":"e_1_2_11_44_1","doi-asserted-by":"publisher","DOI":"10.3390\/nu14204435"},{"key":"e_1_2_11_45_1","doi-asserted-by":"publisher","DOI":"10.1161\/CIR.0000000000000444"},{"key":"e_1_2_11_46_1","doi-asserted-by":"publisher","DOI":"10.1016\/S2215-0366(18)30343-2"},{"key":"e_1_2_11_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP40778.2020.9190758"},{"key":"e_1_2_11_48_1","doi-asserted-by":"crossref","unstructured":"Tsatsou D. Lalama E. Wilson\u2010Barnes S. Hart K. Cornelissen V. Buys R.et\u00a0al. (2021)NAct: the nutrition & activity ontology.GitHub. Available from:https:\/\/nutritionactivityontology.github.io\/nact\/[Accessed 10 Mar 2022].","DOI":"10.3233\/FAIA210377"},{"key":"e_1_2_11_49_1","unstructured":"United States Department of Agriculture (USDA). (2019)ChooseMyPlate. Available from:https:\/\/www.choosemyplate.gov\/[Accessed 13 Nov 2019]."},{"key":"e_1_2_11_50_1","first-page":"135","article-title":"BMI is a poor predictor of adiposity in young overweight and obese children","volume":"17","author":"Vanderwall C.","year":"2017","journal-title":"Pediatrics"},{"key":"e_1_2_11_51_1","doi-asserted-by":"publisher","DOI":"10.1177\/2047487312437063"},{"key":"e_1_2_11_52_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajcn\/nqx082"},{"key":"e_1_2_11_53_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijcard.2016.06.027"},{"key":"e_1_2_11_54_1","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.5024"},{"key":"e_1_2_11_55_1","doi-asserted-by":"publisher","DOI":"10.1093\/jn\/nxx008"},{"issue":"1","key":"e_1_2_11_56_1","first-page":"2","article-title":"Waist circumference and waist\u2013hip ratio","volume":"64","author":"WHO","year":"2011","journal-title":"WHO Expert"},{"key":"e_1_2_11_57_1","doi-asserted-by":"publisher","DOI":"10.1017\/S0029665123000502"},{"key":"e_1_2_11_58_1","doi-asserted-by":"publisher","DOI":"10.1111\/nbu.12482"},{"key":"e_1_2_11_59_1","unstructured":"World Health Organisation. (2022a)WHO guidelines on physical activity and sedentary behaviour. Available from:https:\/\/www.who.int\/publications\/i\/item\/9789240015128[Accessed 9 Mar 2022]."},{"key":"e_1_2_11_60_1","unstructured":"World Health Organisation. (2022b)Global recommendations on physical activity for health. Available from:https:\/\/www.who.int\/publications\/i\/item\/9789241599979[Accessed 9 Mar 2022]."},{"key":"e_1_2_11_61_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sleep.2014.07.018"},{"key":"e_1_2_11_62_1","unstructured":"Zenodo Community. (2024)Protein H2020 Project. Available from:https:\/\/zenodo.org\/communities\/protein\u2010h2020\u2010project?q=&l=list&p=1&s=10&sort=newest[Accessed 21 January 2024]."},{"key":"e_1_2_11_63_1","doi-asserted-by":"publisher","DOI":"10.1002\/da.22386"}],"container-title":["Nutrition Bulletin"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/nbu.12673","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1111\/nbu.12673","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/nbu.12673","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T23:25:19Z","timestamp":1773012319000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/nbu.12673"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,21]]},"references-count":62,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2024,6]]}},"alternative-id":["10.1111\/nbu.12673"],"URL":"https:\/\/doi.org\/10.1111\/nbu.12673","archive":["Portico"],"relation":{},"ISSN":["1471-9827","1467-3010"],"issn-type":[{"value":"1471-9827","type":"print"},{"value":"1467-3010","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,5,21]]},"assertion":[{"value":"2023-05-19","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-03-26","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-05-21","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}