Cargando…
Association of plasma biomarkers of fruit and vegetable intake with incident type 2 diabetes: EPIC-InterAct case-cohort study in eight European countries
OBJECTIVE: To investigate the association of plasma vitamin C and carotenoids, as indicators of fruit and vegetable intake, with the risk of type 2 diabetes. DESIGN: Prospective case-cohort study. SETTING: Populations from eight European countries. PARTICIPANTS: 9754 participants with incident type...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group Ltd.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7341350/ https://www.ncbi.nlm.nih.gov/pubmed/32641421 http://dx.doi.org/10.1136/bmj.m2194 |
_version_ | 1783555220393951232 |
---|---|
author | Zheng, Ju-Sheng Sharp, Stephen J Imamura, Fumiaki Chowdhury, Rajiv Gundersen, Thomas E Steur, Marinka Sluijs, Ivonne van der Schouw, Yvonne T Agudo, Antonio Aune, Dagfinn Barricarte, Aurelio Boeing, Heiner Chirlaque, María-Dolores Dorronsoro, Miren Freisling, Heinz El-Fatouhi, Douae Franks, Paul W Fagherazzi, Guy Grioni, Sara Gunter, Marc J Kyrø, Cecilie Katzke, Verena Kühn, Tilman Khaw, Kay-Tee Laouali, Nasser Masala, Giovanna Nilsson, Peter M Overvad, Kim Panico, Salvatore Papier, Keren Quirós, J Ramón Rolandsson, Olov Redondo-Sánchez, Daniel Ricceri, Fulvio Schulze, Matthias B Spijkerman, Annemieke M W Tjønneland, Anne Tong, Tammy Y N Tumino, Rosario Weiderpass, Elisabete Danesh, John Butterworth, Adam S Riboli, Elio Forouhi, Nita G Wareham, Nicholas J |
author_facet | Zheng, Ju-Sheng Sharp, Stephen J Imamura, Fumiaki Chowdhury, Rajiv Gundersen, Thomas E Steur, Marinka Sluijs, Ivonne van der Schouw, Yvonne T Agudo, Antonio Aune, Dagfinn Barricarte, Aurelio Boeing, Heiner Chirlaque, María-Dolores Dorronsoro, Miren Freisling, Heinz El-Fatouhi, Douae Franks, Paul W Fagherazzi, Guy Grioni, Sara Gunter, Marc J Kyrø, Cecilie Katzke, Verena Kühn, Tilman Khaw, Kay-Tee Laouali, Nasser Masala, Giovanna Nilsson, Peter M Overvad, Kim Panico, Salvatore Papier, Keren Quirós, J Ramón Rolandsson, Olov Redondo-Sánchez, Daniel Ricceri, Fulvio Schulze, Matthias B Spijkerman, Annemieke M W Tjønneland, Anne Tong, Tammy Y N Tumino, Rosario Weiderpass, Elisabete Danesh, John Butterworth, Adam S Riboli, Elio Forouhi, Nita G Wareham, Nicholas J |
author_sort | Zheng, Ju-Sheng |
collection | PubMed |
description | OBJECTIVE: To investigate the association of plasma vitamin C and carotenoids, as indicators of fruit and vegetable intake, with the risk of type 2 diabetes. DESIGN: Prospective case-cohort study. SETTING: Populations from eight European countries. PARTICIPANTS: 9754 participants with incident type 2 diabetes, and a subcohort of 13 662 individuals from the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort of 340 234 participants: EPIC-InterAct case-cohort study. MAIN OUTCOME MEASURE: Incident type 2 diabetes. RESULTS: In a multivariable adjusted model, higher plasma vitamin C was associated with a lower risk of developing type 2 diabetes (hazard ratio per standard deviation 0.82, 95% confidence interval 0.76 to 0.89). A similar inverse association was shown for total carotenoids (hazard ratio per standard deviation 0.75, 0.68 to 0.82). A composite biomarker score (split into five equal groups), comprising vitamin C and individual carotenoids, was inversely associated with type 2 diabetes with hazard ratios 0.77, 0.66, 0.59, and 0.50 for groups 2-5 compared with group 1 (the lowest group). Self-reported median fruit and vegetable intake was 274 g/day, 396 g/day, and 508 g/day for participants in categories defined by groups 1, 3, and 5 of the composite biomarker score, respectively. One standard deviation difference in the composite biomarker score, equivalent to a 66 (95% confidence interval 61 to 71) g/day difference in total fruit and vegetable intake, was associated with a hazard ratio of 0.75 (0.67 to 0.83). This would be equivalent to an absolute risk reduction of 0.95 per 1000 person years of follow up if achieved across an entire population with the characteristics of the eight European countries included in this analysis. CONCLUSIONS: These findings indicate an inverse association between plasma vitamin C, carotenoids, and their composite biomarker score, and incident type 2 diabetes in different European countries. These biomarkers are objective indicators of fruit and vegetable consumption, and suggest that diets rich in even modestly higher fruit and vegetable consumption could help to prevent development of type 2 diabetes. |
format | Online Article Text |
id | pubmed-7341350 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BMJ Publishing Group Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-73413502020-07-09 Association of plasma biomarkers of fruit and vegetable intake with incident type 2 diabetes: EPIC-InterAct case-cohort study in eight European countries Zheng, Ju-Sheng Sharp, Stephen J Imamura, Fumiaki Chowdhury, Rajiv Gundersen, Thomas E Steur, Marinka Sluijs, Ivonne van der Schouw, Yvonne T Agudo, Antonio Aune, Dagfinn Barricarte, Aurelio Boeing, Heiner Chirlaque, María-Dolores Dorronsoro, Miren Freisling, Heinz El-Fatouhi, Douae Franks, Paul W Fagherazzi, Guy Grioni, Sara Gunter, Marc J Kyrø, Cecilie Katzke, Verena Kühn, Tilman Khaw, Kay-Tee Laouali, Nasser Masala, Giovanna Nilsson, Peter M Overvad, Kim Panico, Salvatore Papier, Keren Quirós, J Ramón Rolandsson, Olov Redondo-Sánchez, Daniel Ricceri, Fulvio Schulze, Matthias B Spijkerman, Annemieke M W Tjønneland, Anne Tong, Tammy Y N Tumino, Rosario Weiderpass, Elisabete Danesh, John Butterworth, Adam S Riboli, Elio Forouhi, Nita G Wareham, Nicholas J BMJ Research OBJECTIVE: To investigate the association of plasma vitamin C and carotenoids, as indicators of fruit and vegetable intake, with the risk of type 2 diabetes. DESIGN: Prospective case-cohort study. SETTING: Populations from eight European countries. PARTICIPANTS: 9754 participants with incident type 2 diabetes, and a subcohort of 13 662 individuals from the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort of 340 234 participants: EPIC-InterAct case-cohort study. MAIN OUTCOME MEASURE: Incident type 2 diabetes. RESULTS: In a multivariable adjusted model, higher plasma vitamin C was associated with a lower risk of developing type 2 diabetes (hazard ratio per standard deviation 0.82, 95% confidence interval 0.76 to 0.89). A similar inverse association was shown for total carotenoids (hazard ratio per standard deviation 0.75, 0.68 to 0.82). A composite biomarker score (split into five equal groups), comprising vitamin C and individual carotenoids, was inversely associated with type 2 diabetes with hazard ratios 0.77, 0.66, 0.59, and 0.50 for groups 2-5 compared with group 1 (the lowest group). Self-reported median fruit and vegetable intake was 274 g/day, 396 g/day, and 508 g/day for participants in categories defined by groups 1, 3, and 5 of the composite biomarker score, respectively. One standard deviation difference in the composite biomarker score, equivalent to a 66 (95% confidence interval 61 to 71) g/day difference in total fruit and vegetable intake, was associated with a hazard ratio of 0.75 (0.67 to 0.83). This would be equivalent to an absolute risk reduction of 0.95 per 1000 person years of follow up if achieved across an entire population with the characteristics of the eight European countries included in this analysis. CONCLUSIONS: These findings indicate an inverse association between plasma vitamin C, carotenoids, and their composite biomarker score, and incident type 2 diabetes in different European countries. These biomarkers are objective indicators of fruit and vegetable consumption, and suggest that diets rich in even modestly higher fruit and vegetable consumption could help to prevent development of type 2 diabetes. BMJ Publishing Group Ltd. 2020-07-08 /pmc/articles/PMC7341350/ /pubmed/32641421 http://dx.doi.org/10.1136/bmj.m2194 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY 4.0) license, which permits others to distribute, remix, adapt and build upon this work, for commercial use, provided the original work is properly cited. See: http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Research Zheng, Ju-Sheng Sharp, Stephen J Imamura, Fumiaki Chowdhury, Rajiv Gundersen, Thomas E Steur, Marinka Sluijs, Ivonne van der Schouw, Yvonne T Agudo, Antonio Aune, Dagfinn Barricarte, Aurelio Boeing, Heiner Chirlaque, María-Dolores Dorronsoro, Miren Freisling, Heinz El-Fatouhi, Douae Franks, Paul W Fagherazzi, Guy Grioni, Sara Gunter, Marc J Kyrø, Cecilie Katzke, Verena Kühn, Tilman Khaw, Kay-Tee Laouali, Nasser Masala, Giovanna Nilsson, Peter M Overvad, Kim Panico, Salvatore Papier, Keren Quirós, J Ramón Rolandsson, Olov Redondo-Sánchez, Daniel Ricceri, Fulvio Schulze, Matthias B Spijkerman, Annemieke M W Tjønneland, Anne Tong, Tammy Y N Tumino, Rosario Weiderpass, Elisabete Danesh, John Butterworth, Adam S Riboli, Elio Forouhi, Nita G Wareham, Nicholas J Association of plasma biomarkers of fruit and vegetable intake with incident type 2 diabetes: EPIC-InterAct case-cohort study in eight European countries |
title | Association of plasma biomarkers of fruit and vegetable intake with incident type 2 diabetes: EPIC-InterAct case-cohort study in eight European countries |
title_full | Association of plasma biomarkers of fruit and vegetable intake with incident type 2 diabetes: EPIC-InterAct case-cohort study in eight European countries |
title_fullStr | Association of plasma biomarkers of fruit and vegetable intake with incident type 2 diabetes: EPIC-InterAct case-cohort study in eight European countries |
title_full_unstemmed | Association of plasma biomarkers of fruit and vegetable intake with incident type 2 diabetes: EPIC-InterAct case-cohort study in eight European countries |
title_short | Association of plasma biomarkers of fruit and vegetable intake with incident type 2 diabetes: EPIC-InterAct case-cohort study in eight European countries |
title_sort | association of plasma biomarkers of fruit and vegetable intake with incident type 2 diabetes: epic-interact case-cohort study in eight european countries |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7341350/ https://www.ncbi.nlm.nih.gov/pubmed/32641421 http://dx.doi.org/10.1136/bmj.m2194 |
work_keys_str_mv | AT zhengjusheng associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT sharpstephenj associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT imamurafumiaki associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT chowdhuryrajiv associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT gundersenthomase associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT steurmarinka associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT sluijsivonne associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT vanderschouwyvonnet associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT agudoantonio associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT aunedagfinn associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT barricarteaurelio associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT boeingheiner associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT chirlaquemariadolores associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT dorronsoromiren associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT freislingheinz associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT elfatouhidouae associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT frankspaulw associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT fagherazziguy associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT grionisara associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT guntermarcj associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT kyrøcecilie associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT katzkeverena associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT kuhntilman associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT khawkaytee associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT laoualinasser associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT masalagiovanna associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT nilssonpeterm associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT overvadkim associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT panicosalvatore associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT papierkeren associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT quirosjramon associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT rolandssonolov associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT redondosanchezdaniel associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT riccerifulvio associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT schulzematthiasb associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT spijkermanannemiekemw associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT tjønnelandanne associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT tongtammyyn associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT tuminorosario associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT weiderpasselisabete associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT daneshjohn associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT butterworthadams associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT ribolielio associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT forouhinitag associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries AT warehamnicholasj associationofplasmabiomarkersoffruitandvegetableintakewithincidenttype2diabetesepicinteractcasecohortstudyineighteuropeancountries |