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Development and Validation of Two Self-Reported Tools for Insulin Resistance and Hypertension Risk Assessment in A European Cohort: The Feel4Diabetes-Study
Early identification of type 2 diabetes mellitus (T2DM) and hypertension (HTN) risk may improve prevention and promote public health. Implementation of self-reported scores for risk assessment provides an alternative cost-effective tool. The study aimed to develop and validate two easy-to-apply scre...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7230581/ https://www.ncbi.nlm.nih.gov/pubmed/32235566 http://dx.doi.org/10.3390/nu12040960 |
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author | Kanellakis, Spyridon Mavrogianni, Christina Karatzi, Kalliopi Lindstrom, Jaana Cardon, Greet Iotova, Violeta Wikström, Katja Shadid, Samyah Moreno, Luis A. Tsochev, Kaloyan Bíró, Éva Dimova, Rumyana Antal, Emese Liatis, Stavros Makrilakis, Konstantinos Manios, Yannis |
author_facet | Kanellakis, Spyridon Mavrogianni, Christina Karatzi, Kalliopi Lindstrom, Jaana Cardon, Greet Iotova, Violeta Wikström, Katja Shadid, Samyah Moreno, Luis A. Tsochev, Kaloyan Bíró, Éva Dimova, Rumyana Antal, Emese Liatis, Stavros Makrilakis, Konstantinos Manios, Yannis |
author_sort | Kanellakis, Spyridon |
collection | PubMed |
description | Early identification of type 2 diabetes mellitus (T2DM) and hypertension (HTN) risk may improve prevention and promote public health. Implementation of self-reported scores for risk assessment provides an alternative cost-effective tool. The study aimed to develop and validate two easy-to-apply screening tools identifying high-risk individuals for insulin resistance (IR) and HTN in a European cohort. Sociodemographic, lifestyle, anthropometric and clinical data obtained from 1581 and 1350 adults (baseline data from the Feel4Diabetes-study) were used for the European IR and the European HTN risk assessment index respectively. Body mass index, waist circumference, sex, age, breakfast consumption, alcohol, legumes and sugary drinks intake, physical activity and sedentary behavior were significantly correlated with Homeostatic Model Assessment of IR (HOMA-IR) and/or HTN and incorporated in the two models. For the IR index, the Area Under the Curve (AUC), sensitivity and specificity for identifying individuals above the 75th and 95th of HOMA-IR percentiles were 0.768 (95%CI: 0.721–0.815), 0.720 and 0.691 and 0.828 (95%CI: 0.766–0.890), 0.696 and 0.778 respectively. For the HTN index, the AUC, sensitivity and specificity were 0.778 (95%CI: 0.680–0.876), 0.667 and 0.797. The developed risk assessment tools are easy-to-apply, valid, and low-cost, identifying European adults at high risk for developing T2DM or having HTN. |
format | Online Article Text |
id | pubmed-7230581 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-72305812020-05-22 Development and Validation of Two Self-Reported Tools for Insulin Resistance and Hypertension Risk Assessment in A European Cohort: The Feel4Diabetes-Study Kanellakis, Spyridon Mavrogianni, Christina Karatzi, Kalliopi Lindstrom, Jaana Cardon, Greet Iotova, Violeta Wikström, Katja Shadid, Samyah Moreno, Luis A. Tsochev, Kaloyan Bíró, Éva Dimova, Rumyana Antal, Emese Liatis, Stavros Makrilakis, Konstantinos Manios, Yannis Nutrients Article Early identification of type 2 diabetes mellitus (T2DM) and hypertension (HTN) risk may improve prevention and promote public health. Implementation of self-reported scores for risk assessment provides an alternative cost-effective tool. The study aimed to develop and validate two easy-to-apply screening tools identifying high-risk individuals for insulin resistance (IR) and HTN in a European cohort. Sociodemographic, lifestyle, anthropometric and clinical data obtained from 1581 and 1350 adults (baseline data from the Feel4Diabetes-study) were used for the European IR and the European HTN risk assessment index respectively. Body mass index, waist circumference, sex, age, breakfast consumption, alcohol, legumes and sugary drinks intake, physical activity and sedentary behavior were significantly correlated with Homeostatic Model Assessment of IR (HOMA-IR) and/or HTN and incorporated in the two models. For the IR index, the Area Under the Curve (AUC), sensitivity and specificity for identifying individuals above the 75th and 95th of HOMA-IR percentiles were 0.768 (95%CI: 0.721–0.815), 0.720 and 0.691 and 0.828 (95%CI: 0.766–0.890), 0.696 and 0.778 respectively. For the HTN index, the AUC, sensitivity and specificity were 0.778 (95%CI: 0.680–0.876), 0.667 and 0.797. The developed risk assessment tools are easy-to-apply, valid, and low-cost, identifying European adults at high risk for developing T2DM or having HTN. MDPI 2020-03-30 /pmc/articles/PMC7230581/ /pubmed/32235566 http://dx.doi.org/10.3390/nu12040960 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kanellakis, Spyridon Mavrogianni, Christina Karatzi, Kalliopi Lindstrom, Jaana Cardon, Greet Iotova, Violeta Wikström, Katja Shadid, Samyah Moreno, Luis A. Tsochev, Kaloyan Bíró, Éva Dimova, Rumyana Antal, Emese Liatis, Stavros Makrilakis, Konstantinos Manios, Yannis Development and Validation of Two Self-Reported Tools for Insulin Resistance and Hypertension Risk Assessment in A European Cohort: The Feel4Diabetes-Study |
title | Development and Validation of Two Self-Reported Tools for Insulin Resistance and Hypertension Risk Assessment in A European Cohort: The Feel4Diabetes-Study |
title_full | Development and Validation of Two Self-Reported Tools for Insulin Resistance and Hypertension Risk Assessment in A European Cohort: The Feel4Diabetes-Study |
title_fullStr | Development and Validation of Two Self-Reported Tools for Insulin Resistance and Hypertension Risk Assessment in A European Cohort: The Feel4Diabetes-Study |
title_full_unstemmed | Development and Validation of Two Self-Reported Tools for Insulin Resistance and Hypertension Risk Assessment in A European Cohort: The Feel4Diabetes-Study |
title_short | Development and Validation of Two Self-Reported Tools for Insulin Resistance and Hypertension Risk Assessment in A European Cohort: The Feel4Diabetes-Study |
title_sort | development and validation of two self-reported tools for insulin resistance and hypertension risk assessment in a european cohort: the feel4diabetes-study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7230581/ https://www.ncbi.nlm.nih.gov/pubmed/32235566 http://dx.doi.org/10.3390/nu12040960 |
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