1
|
Hawkins Carranza F, Corbatón-Anchuelo A, Bermejo Pareja F, Martín-Arriscado Arroba C, Vega-Quiroga S, Benito-León J, Serrano-Ríos M. Incidence of type 2 diabetes in the elderly in Central Spain: Association with socioeconomic status, educational level, and other risk factors. Prim Care Diabetes 2022; 16:279-286. [PMID: 35065897 DOI: 10.1016/j.pcd.2021.12.016] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 12/11/2021] [Accepted: 12/25/2021] [Indexed: 01/12/2023]
Abstract
AIMS To analyze the incidence of type 2 diabetes (T2D) in Central Spain and its association with the socioeconomic status (SES), educational level, and other risk factors (RF) in the elderly population of three communities. METHODS Data for 5278 elderly participants (≥65 years old) were obtained using a census population-based survey. There was a first and a second survey three years later. The association between SES, educational level, RF, and T2D incidence was analyzed. RESULTS The incidence rate for T2D was 9.8/1000 person-years without gender differences. Incident T2D was associated with low SES and lower educational levels. Baseline and follow-up BMI were also the main RFs for T2D. Communities' incidence rates were: (1) Margarita, working-class area: 11.3/1000 person-years; (2) Arévalo, agricultural region: 10.1/1000 person-years and; (3) Lista, professional high-income class area: 7.6/1000 person-years. CONCLUSION We found an incidence rate of 9.8/1000 person-years of T2D in the elderly population. The risk of T2D was associated with a lower income and educational level. An increase in BMI may mediate this association. Our results emphasize the necessity of strategies for the prevention of diabetes that includes an approach to SES, educational levels, and other RF among older individuals in Spanish community settings.
Collapse
Affiliation(s)
| | - Arturo Corbatón-Anchuelo
- Research Institute, University Hospital Clínico San Carlos, University Complutense Madrid, Spain
| | - Félix Bermejo Pareja
- Research Institute i+12, University Hospital 12 de Octubre, University Complutense Madrid, Spain
| | | | | | - Julián Benito-León
- Research Institute i+12, University Hospital 12 de Octubre, University Complutense Madrid, Spain
| | - Manuel Serrano-Ríos
- Chairman of Internal Medicine, University Hospital Clínico San Carlos, University Complutense, Madrid, Spain
| |
Collapse
|
2
|
Costa B, Barrio F, Cabré JJ, Piñol JL, Cos X, Solé C, Bolíbar B, Basora J, Castell C, Solà-Morales O, Salas-Salvadó J, Lindström J, Tuomilehto J. Delaying progression to type 2 diabetes among high-risk Spanish individuals is feasible in real-life primary healthcare settings using intensive lifestyle intervention. Diabetologia 2012; 55:1319-1328. [PMID: 22322921 DOI: 10.1007/s00125-012-2492-6] [Citation(s) in RCA: 102] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2011] [Accepted: 01/20/2012] [Indexed: 12/18/2022]
Abstract
AIMS/HYPOTHESIS To assess the feasibility and effectiveness of an active real-life primary care lifestyle intervention in preventing type 2 diabetes within a high-risk Mediterranean population. METHODS A prospective cohort study was performed in the setting of Spanish primary care. White-European individuals without diabetes aged 45-75 years (n = 2,054) were screened using the Finnish Diabetes Risk Score (FINDRISC) and a subsequent 2 h OGTT. Where feasible, high-risk individuals who were identified were allocated sequentially to standard care, a group-based or an individual level intervention (intensive reinforced DE-PLAN [Diabetes in Europe-Prevention using Lifestyle, Physical Activity and Nutritional] intervention). The primary outcome was the development of diabetes according to WHO criteria. Analyses after 4-year follow-up were performed based on the intention-to-treat principle with comparison of standard care and the combined intervention groups. RESULTS The standard care (n = 219) and intensive intervention (n = 333) groups were comparable in age (62.0/62.2 years), sex (64.4/68.2% women), BMI (31.3/31.2 kg/m(2)), FINDRISC score (16.2/15.8 points), fasting (5.3/5.2 mmol/l), 2 h plasma glucose (7.1/6.9 mmol/l) and self-reported interest to make lifestyle changes at baseline. Diabetes was diagnosed in 124 individuals: 63 (28.8%) in the standard care group and 61 (18.3%) in the intensive intervention group. During a 4.2-year median follow-up, the incidences of diabetes were 7.2 and 4.6 cases per 100 person-years, respectively (36.5% relative risk reduction, p < 0.005). The number of participants needed to be treated by intensive intervention for 4 years to reduce one case of diabetes was 9.5. CONCLUSIONS/INTERPRETATION Intensive lifestyle intervention is feasible in a primary care setting and substantially reduces diabetes incidence among high-risk individuals. CLINICAL TRIAL REGISTRATION ClinicalTrial.gov NCT01519505. FUNDING Commission of the European Communities, Institute of Health Carlos III, Spanish Ministry of Health and Department of Health, Generalitat de Catalunya.
Collapse
Affiliation(s)
- B Costa
- Jordi Gol Primary Care Research Institute, Diabetes and Metabolism, Catalan Health Institute, Reus, Tarragona-Barcelona, Spain.
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
3
|
Costa B, Barrio F, Cabré JJ, Piñol JL, Cos FX, Solé C, Bolibar B, Castell C, Lindström J, Barengo N, Tuomilehto J. Shifting from glucose diagnostic criteria to the new HbA(1c) criteria would have a profound impact on prevalence of diabetes among a high-risk Spanish population. Diabet Med 2011; 28:1234-7. [PMID: 21429007 DOI: 10.1111/j.1464-5491.2011.03304.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
AIM To investigate changes in the prevalence of diabetes and pre-diabetes by shifting from 2-h plasma glucose and/or fasting plasma glucose diagnostic criteria to the proposed new HbA(1c) -based criteria when applied to a Mediterranean population detected to have a high risk of Type 2 diabetes. METHODS Individuals without diabetes aged 45-75 years (n = 2287) were screened using the Finnish Diabetes Risk Score questionnaire, a 2-h oral glucose tolerance test plus HbA(1c) test. Prevalence and degree of diagnostic overlap between three sets of criteria (2-h plasma glucose, fasting plasma glucose and HbA(1c) ) and three diagnostic categories (normal, pre-diabetes and diabetes) were calculated. RESULTS Defining diabetes by a single HbA(1c) measurement resulted in a dramatic decrease in prevalence (1.3%), particularly in comparison with diabetes defined by 2-h plasma glucose (8.6%), but was also significant with regard to fasting plasma glucose (2.8%). A total of 201 screened subjects (8.8%) were classified as having diabetes and 1023 (44.7%) as having pre-diabetes based on at least one of these criteria; among these, the presence of all three criteria simultaneously classified only 21 and 110 individuals respectively, about ten percent of each group. The single overlap index between subjects diagnosed as having diabetes by 2-h plasma glucose/fasting plasma glucose vs. HbA(1c) was 13.9/28%. Similarly, the single overlap index regarding pre-diabetes was 19.2/27.1%. CONCLUSIONS A shift from the glucose-based diagnosis to the HbA(1c) -based diagnosis for diabetes will reduce diabetes prevalence with a low overall or single degree of overlap between diagnostic categories in this high-risk Spanish population.
Collapse
Affiliation(s)
- B Costa
- Jordi Gol Primary Care Research Institute, Catalan Health Institute, Primary Health Care Division, Reus and Barcelona, Spain.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
4
|
Costa B, Cabré JJ, Sagarra R, Solà-Morales O, Barrio F, Piñol JL, Cos X, Bolíbar B, Castell C, Kissimova-Skarbek K, Tuomilehto J. Rationale and design of the PREDICE project: cost-effectiveness of type 2 diabetes prevention among high-risk Spanish individuals following lifestyle intervention in real-life primary care setting. BMC Public Health 2011; 11:623. [PMID: 21831332 PMCID: PMC3199598 DOI: 10.1186/1471-2458-11-623] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2011] [Accepted: 08/04/2011] [Indexed: 01/08/2023] Open
Abstract
Background Type 2 diabetes is an important preventable disease and a growing public health problem. Based on information provided by clinical trials, we know that Type 2 diabetes can be prevented or delayed by lifestyle intervention. In view of translating the findings of diabetes prevention research into real-life it is necessary to carry out community-based evaluations so as to learn about the feasibility and effectiveness of locally designed and implemented programmes. The aim of this project was to assess the effectiveness of an active real-life primary care strategy in high-risk individuals for developing diabetes, and then evaluate its efficiency. Methods/Design Cost-Effectiveness analysis of the DE-PLAN (Diabetes in Europe - Prevention using Lifestyle, physical Activity and Nutritional intervention) project when applied to a Mediterranean population in Catalonia (DE-PLAN-CAT). Multicenter, longitudinal cohort assessment (4 years) conducted in 18 primary health-care centres (Catalan Health Institute). Individuals without diabetes aged 45-75 years were screened using the Finnish Diabetes Risk Score - FINDRISC - questionnaire and a 2-h oral glucose tolerance test. All high risk tested individuals were invited to participate in either a usual care intervention (information on diet and cardiovascular health without individualized programme), or the intensive DE-PLAN educational program (individualized or group) periodically reinforced. Oral glucose tolerance test was repeated yearly to determine diabetes incidence. Besides measuring the accumulated incidence of diabetes, information was collected on economic impact of the interventions in both cohorts (using direct and indirect cost questionnaires) and information on utility measures (Quality Adjusted Life Years). A cost-utility and a cost-effectiveness analysis will be performed and data will be modelled to predict long-term cost-effectiveness. Discussion The project was intended to evidence that a substantial reduction in Type 2 diabetes incidence can be obtained at a reasonable cost-effectiveness ratio in real-life primary health care setting by an intensive lifestyle intervention. As far as we know, the DE-PLAN-CAT/PREDICE project represents the first assessment of long-term effectiveness and cost-effectiveness of a public healthcare strategy to prevent diabetes within a European primary care setting.
Collapse
Affiliation(s)
- Bernardo Costa
- Jordi Gol Primary Care Research Institute, Catalan Health Institute, Primary Health Care Division, Reus-Barcelona, Spain.
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
5
|
|
6
|
Costa B, Barrio F, Bolíbar B, Castell C. [Primary prevention of type 2 diabetes using lifestyle intervention on high risk subjects in Catalonia, Spain]. Med Clin (Barc) 2007; 128:699-704. [PMID: 17540146 DOI: 10.1157/13102358] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Bernardo Costa
- Grupo de Investigación en Diabetes y Metabolismo, Atención Primaria, Institut Català de la Salut, Reus, Tarragona, Spain.
| | | | | | | |
Collapse
|
7
|
Llanes de Torres R, Arrieta F, Mora Navarro G. [Pre-diabetes in primary care: diagnosis... and treatment?]. Aten Primaria 2006; 37:400-6. [PMID: 16733022 PMCID: PMC7679853 DOI: 10.1157/13087385] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Affiliation(s)
- R Llanes de Torres
- Medicina Familiar y Comunitaria, Educación y Promoción de la Salud, Grupo de Diabetes de SMMFyC, Centro de Salud Presentación Sabio, Area 8, Móstoles, Madrid, España.
| | | | | |
Collapse
|
8
|
Costa B, Vizcaíno J, Cabré JJ, Fuentes CM, Boj J, Piñol JL. Registro continuo de glucosa en sujetos con alto riesgo de diabetes tipo 2. Med Clin (Barc) 2006; 127:50-2. [PMID: 16801003 DOI: 10.1157/13089989] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
BACKGROUND AND OBJECTIVE To assess the relevance of unrecognised hyperglycaemia among high-risk subjects for developing type 2 diabetes. SUBJECTS AND METHOD Cross-sectional multicentre study in primary care. Subjects aged 40 to 75 years with previous evidence of impaired glucose metabolism were screened according to the World Health Organization rules by means of an oral glucose tolerance test (OGTT). Those with diabetes diagnostic criteria were excluded. An individualized 48-h ambulatory continuous glucose monitoring (CGM) calibrated by plasma values (Glucoday) was performed. Data from biosensor activity were computerized in order to identify hyperglycaemic records. RESULTS 50 out of 64 screened subjects were included and evaluated; there were 30 female (60%). Mean age was 59 years; body mass index, 30.9; HbA1c, 5.3%, and HOMA, 2.8. Regarding the CGM results, 9 whole registers (18%) were rejected because of technical problems and 41 continuous profiles (72%) were analysed, corresponding to 17 (41.5%) subjects with normal OGTT and 24 (58.5%) with non-diabetic hyperglycaemia on OGTT. Mean CGM time with hyperglycaemia (fasting > or = 6.1 mmol/l or non-fasting > or = 7.8 mmol/l) accounted for 5.8 h, a 17.2% of the effective register per subject (33.8 h). Both groups matched the World Health Organization diabetes diagnostic interval (fasting > or = 7 mmol/l or non-fasting > or = 11.1 mmol/l): 1.1 h of effective register (3.6%) and 1.2 h (3.3%), respectively. CONCLUSIONS The CGM evidenced a high degree of unrecognised hyperglycaemia among high-risk individuals. Therefore, casual plasma glucose measurements should be recommended to achieve early screening.
Collapse
Affiliation(s)
- Bernardo Costa
- Unidad de Investigación en Diabetes y Metabolismo, Atención Primaria Reus-Tarragona, Institut Català de la Salut, Tarragona, Spain.
| | | | | | | | | | | |
Collapse
|
9
|
Costa B, Vizcaíno J, Piñol J, Martín F, Cabré JJ, Basora J. [The RECORD project. continuous blood glucose monitoring among high risk subjects for developing diabetes in Spanish primary health care]. Aten Primaria 2005; 35:99-104. [PMID: 15727753 PMCID: PMC7684396 DOI: 10.1157/13071917] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
OBJECTIVE To evaluate the accuracy of continuous blood glucose monitoring (CBGM) in order to asses diagnostic procedures and predict glycaemic status in type 2 prediabetes. DESIGN Observational, multicenter, cross-sectional (phase 1) plus longitudinal, cohort follow-up study (phase 2). SETTING Five primary health-care centers. INTERVENTIONS A total of 84 high-risk subjects will be included after a non-diabetic oral glucose tolerance test (OGTT). A first CBGM using a subcutaneous microdialysis glucose sensor technique in order to obtain a continuous profile will be carried out. Two different cohorts, subjects with normal OGTT (n = 42) and individuals with prediabetic hyperglycemia (n = 42) will be established. Diagnoses will be revised at 12 and 24 month follow-up by means of an OGTT together with a new monitoring. MAIN MEASUREMENT Demographical, clinical (including metabolic syndrome items), basic, and advanced analyses (inflammation emergent markers, insulinemia, C-peptide). CBGM computerized analysis comparing fasting, preprandial, postprandial, nocturnal period, and area under the curve of continuous profile with regular diagnoses, taking into account temporary concordance. Relationship of CBGM parameters with normal glucose tolerance or diabetes incidence. Evaluation of day-to-day quality of life of CBGM users by means of an standardized Likert questionnaire. DISCUSSION This study seeks to demonstrate the effectiveness and feasibility of CBGM, more physiological than OGTT and based on an underestimated random blood glucose diagnostic criterion. This innovative system may provide interesting scientific data in the field of type 2 prediabetes.
Collapse
Affiliation(s)
- B Costa
- Grupo de investigación ITG, SAP Reus-Altebrat, Red de investigación en Diabetes, Fundación Jordi Gol i Gurina, Institut Català de la Salut, Reus, España.
| | | | | | | | | | | |
Collapse
|
10
|
Costa B, Cabré JJ, Martín F. [Metabolic syndrome, resistance to insulin and diabetes. What is hidden beneath the tip of the iceberg?]. Aten Primaria 2003; 31:436-45. [PMID: 12735887 PMCID: PMC7679766 DOI: 10.1016/s0212-6567(03)79204-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Affiliation(s)
- B Costa
- Institut Català de la Salut. Grupo para el Estudio de la Diabetes en Tarragona. Servicio de Atención Primaria Reus-Altebrat. Areas Básicas de Salud Reus 1 y Reus-2. Tarragona. España.
| | | | | |
Collapse
|
11
|
|
12
|
Abstract
The prevalence of diabetes in Spain is about 6% and increases with age and obesity. Diabetes is present in approximately 25% of patients with coronary heart disease (CHD). Pre-diabetic and diabetic patients have a higher incidence of CHD and poorer prognosis, with high short- and long-term mortality. The protective effect of pre-menopause status is suppressed by diabetes. Diabetes has a synergic effect with other cardiovascular risk factors. Primary prevention in diabetic patients should be approached as in non-diabetic post-infarction patients. In diabetes, a healthy life-style and strict control of blood sugar and the other cardiovascular risk factors, particularly hypertension, is mandatory.
Collapse
Affiliation(s)
- Alberto Zamora
- Servicio de Medicina Interna, Hospital Comarcal de la Selva, Blanes, Girona, Spain
| | | |
Collapse
|