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Al-Sharafi BA, Qais AA, Salem K, Bashaaib MO. Family History, Consanguinity and Other Risk Factors Affecting the Prevalence of Prediabetes and Undiagnosed Diabetes Mellitus in Overweight and Obese Yemeni Adults. Diabetes Metab Syndr Obes 2021; 14:4853-4863. [PMID: 34984017 PMCID: PMC8709553 DOI: 10.2147/dmso.s344440] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 12/10/2021] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE Overweight and obese adults are at high risk for developing prediabetes and diabetes. The aim of this study was to measure the prevalence of prediabetes (pre-DM) and diabetes (DM) among Yemeni adults who were overweight or obese and had first-degree relatives with DM, consanguinity and other risk factors. PATIENTS AND METHODS This cross-sectional study included 612 adults, all with a BMI≥25 kg/m2. BMI, blood pressure (BP) and waist circumference (WC) were measured in the clinic. Fasting blood glucose (FBG) was collected for all subjects. The patients either had first-degree relatives with diabetes or not, and the subjects answered a questionnaire regarding the consanguinity of their parents, exercise, khat chewing, smoking, and eating vegetables and fruits daily. RESULTS Of the 612 study participants (32% males and 68% females) aged 20-70 years old, 429 (70.1%) had a family history (FM) of DM ± consanguinity of parents, and 183 (29.9%) had no FM of diabetes. Multivariate analysis showed significant risk in those with class III obesity for pre-DM (AOR 3.10 95% CI 1.56-6.18 p value 0.001) and DM (AOR 3.35 95% CI 1.47-7.65 p value 0.004) and those who had siblings with DM had a risk for pre-DM (AOR 1.72 95% CI 1.09-2.71 p value 0.02) and DM (AOR 2.24 95% CI 1.25-4.0 p value 0.007). Khat chewing increased the risk for pre-DM (AOR 1.61 95% CI 1.04-2.48 p value 0.032) and for DM (AOR 2.09 95% CI 1.14-3.82 p value 0.017). Having consanguineous parents plus siblings with DM were associated with a higher risk of DM (p value 0.031). CONCLUSION There is a high prevalence of pre-DM and undiagnosed DM among overweight and obese Yemeni individuals. Class III obesity, having siblings with DM, chewing khat, and having consanguineous parents plus siblings with DM all increased the risk. This group should be screened at an early age for early detection of pre-DM and DM.
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Affiliation(s)
- Butheinah A Al-Sharafi
- Department of Internal Medicine, School of Medicine and Health Sciences, Sana’a University, Sana’a, Yemen
- Correspondence: Butheinah A Al-Sharafi Email
| | - Ahmed A Qais
- Department of Internal Medicine, School of Medicine and Health Sciences, Sana’a University, Sana’a, Yemen
| | - Khalil Salem
- Department of Internal Medicine, University of Science and Technology Hospital, Sana’a, Yemen
| | - Muneer O Bashaaib
- Department of Internal Medicine, University of Science and Technology Hospital, Sana’a, Yemen
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Lim HM, Chia YC, Koay ZL. Performance of the Finnish Diabetes Risk Score (FINDRISC) and Modified Asian FINDRISC (ModAsian FINDRISC) for screening of undiagnosed type 2 diabetes mellitus and dysglycaemia in primary care. Prim Care Diabetes 2020; 14:494-500. [PMID: 32156516 DOI: 10.1016/j.pcd.2020.02.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 02/14/2020] [Accepted: 02/25/2020] [Indexed: 12/18/2022]
Abstract
AIMS To evaluate the performance of FINDRISC and ModAsian FINDRISC for the screening of undiagnosed diabetes and dysglycaemia in primary care. To compare the performance of FINDRISC with the recommendations of the American Diabetes Association (ADA) and US Preventive Services Task Force (USPSTF) guidelines. METHODS This cross-sectional study was carried out on 293 patients without a prior history of diabetes at a primary care clinic in Malaysia. Questions on body mass index and waist circumference were modified based on the Asian standard in ModAsian FINDRISC. Haemoglobin A1c of ≥6.5% (48 mmol/mol) was used to diagnose diabetes. Areas under the receiver operating curve (ROC-AUC) for FINDRISC and ModAsian FINDRISC were analyzed. RESULTS The prevalence of undiagnosed diabetes was 7.5% and prediabetes was 32.8%. The ROC-AUC of FINDRISC was 0.76 (undiagnosed diabetes) and 0.79 (dysglycaemia). There was no statistical difference between FINDRISC and ModAsian FINDRISC. The recommended optimal FINDRISC cut-off point for undiagnosed diabetes was ≥11 (Sensitivity 86.4%, Specificity 48.7%). FINDRISC ≥11 point has higher sensitivity compared to USPSTF criteria (72.7%) and higher specificity compared to the ADA (9.6%). CONCLUSIONS FINDRISC is a useful diabetes screening tool to identify those at risk of diabetes in primary care in Malaysia.
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Affiliation(s)
- Hooi Min Lim
- Department of Primary Care Medicine, University Malaya Medical Centre, University of Malaya, Kuala Lumpur, Malaysia.
| | - Yook Chin Chia
- Department of Primary Care Medicine, University Malaya Medical Centre, University of Malaya, Kuala Lumpur, Malaysia; Department of Medical Sciences, School of Healthcare and Medical Sciences, Sunway University, Selangor, Malaysia.
| | - Zhong Lin Koay
- Department of Primary Care Medicine, University Malaya Medical Centre, University of Malaya, Kuala Lumpur, Malaysia.
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Mirahmadizadeh A, Fathalipour M, Mokhtari AM, Zeighami S, Hassanipour S, Heiran A. The prevalence of undiagnosed type 2 diabetes and prediabetes in Eastern Mediterranean region (EMRO): A systematic review and meta-analysis. Diabetes Res Clin Pract 2020; 160:107931. [PMID: 31794806 DOI: 10.1016/j.diabres.2019.107931] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2019] [Revised: 11/09/2019] [Accepted: 11/14/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Previous studies of diabetes in Eastern Mediterranean Region (EMRO) did not assess the prevalence of either unknown diabetes or prediabetes. We conducted a systematic review and meta-analysis to estimate the prevalence of undiagnosed type 2 diabetes and prediabetes as well as variations by region in EMRO, using the relevant publications since 2000. METHODS We carried out a comprehensive electronic search on electronic databases from January 1, 2000 to March 1, 2018. We selected cross-sectional and cohort studies reporting the prevalence of undiagnosed type 2 diabetes, prediabetes, or both. Two independent reviewers initially screened the eligible articles; then, synthesized the target data from full papers. Random- or fixed-effect models, subgroup analysis on Human Development Index (HDI), and publication year and sensitivity analysis to minimize the plausible effect of outliers were used. RESULTS Amongst 849 identified citations, 55 articles were entered into meta-analysis, involving 567,025 individuals. The forest plots estimated 5.46% (confidence intervals [CI]: 4.77-6.14) undiagnosed diabetic and 12.19% (CI: 10.13-14.24) prediabetics in EMRO. Low HDI countries and high HDI countries had the highest (7.25%; CI: 4.59-9.92) and the lowest (3.98%; CI: 3.11-4.85) undiagnosed diabetes prevalence, respectively. Very high HDI countries and low HDI countries had the highest (13.50%; CI: 8.43-18.57) and the lowest (7.45%; 1.20-13.71) prediabetes prevalence, respectively. In addition, meta-regression analysis showed a statistically significant association between publication year and prevalence of prediabetes (Reg Coef = 0.059, P = 0.014). But such finding was not observed for undiagnosed diabetes and publication year (Reg Coef = 0.034, P = 0.124), prediabetes and HDI (Reg Coef = 0.128, P = 0.31) and undiagnosed diabetes and HDI (Reg Coef = - 0.04, P = 0.96). CONCLUSION The prevalence of undiagnosed diabetes and prediabetes was high and increasing. The notion of universal health coverage is a priority; that is the integration of the primary, secondary and tertiary health levels, as well as employing the available action plans. Therefore, future studies, using identical screening tool and diagnostic criteria, are warranted to make an accurate picture of diabetes in EMRO.
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Affiliation(s)
- Alireza Mirahmadizadeh
- Non-communicable Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohammad Fathalipour
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Ali Mohammad Mokhtari
- Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Shahryar Zeighami
- Department of Urology, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Soheil Hassanipour
- Gastrointestinal and Liver Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran; GI Cancer Screening and Prevention Research Center, Guilan University of Medical Sciences, Rasht, Iran.
| | - Alireza Heiran
- Student Research Committee, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
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Penn L, Rodrigues A, Haste A, Marques MM, Budig K, Sainsbury K, Bell R, Araújo-Soares V, White M, Summerbell C, Goyder E, Brennan A, Adamson AJ, Sniehotta FF. NHS Diabetes Prevention Programme in England: formative evaluation of the programme in early phase implementation. BMJ Open 2018; 8:e019467. [PMID: 29467134 PMCID: PMC5855311 DOI: 10.1136/bmjopen-2017-019467] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2017] [Revised: 10/23/2017] [Accepted: 11/13/2017] [Indexed: 01/14/2023] Open
Abstract
OBJECTIVES Evaluation of the demonstrator phase and first wave roll-out of the National Health Service (NHS) Diabetes Prevention Programme (DPP) in England. To examine: (1) intervention design, provision and fidelity assessment procedures; (2) risk assessment and recruitment pathways and (3) data collection for monitoring and evaluation. To provide recommendations informing decision makers on programme quality, improvements and future evaluation. DESIGN We reviewed programme documents, mapping against the NHS DPP specification and National Institute for Health and Care Excellence (NICE) public health guideline: Type 2 diabetes (T2D) prevention in people at high risk (PH38), conducted qualitative research using individual interviews and focus group discussions with stakeholders and examined recruitment, fidelity and data collection procedures. SETTING Seven NHS DPP demonstrator sites and, subsequently, 27 first wave areas across England. INTERVENTIONS Intensive behavioural intervention with weight loss, diet and physical activity goals. The national programme specifies at least 13 sessions over 9 months, delivered face to face to groups of 15-20 adults with non-diabetic hyperglycaemia, mainly recruited from primary care and NHS Health Checks. PARTICIPANTS Participants for qualitative research were purposively sampled to provide a spread of stakeholder experience. Documents for review were provided via the NHS DPP Management Group. FINDINGS The NHS DPP specification reflected current evidence with a clear framework for service provision. Providers, with national capacity to deliver, supplied intervention plans compliant with this framework. Stakeholders highlighted limitations in fidelity assessment and recruitment and retention challenges, especially in reach and equity, that could adversely impact on implementation. Risk assessment for first wave eligibility differed from NICE guidance. CONCLUSIONS The NHS DPP provides an evidence-based behavioural intervention for prevention of T2D in adults at high risk, with capacity to deliver nationally. Framework specification allows for balance between consistency and contextual variation in intervention delivery, with session details devolved to providers. Limitations in fidelity assurance, data collection procedures and recruitment issues could adversely impact on intervention effectiveness and restrict evaluation.
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Affiliation(s)
- Linda Penn
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
- Fuse: UKCRC Centre for Translational Research in Public Health, Newcastle upon Tyne, UK
- Human Nutrition Research Centre, Newcastle University, Newcastle upon Tyne, UK
| | - Angela Rodrigues
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
- Fuse: UKCRC Centre for Translational Research in Public Health, Newcastle upon Tyne, UK
| | - Anna Haste
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
- Fuse: UKCRC Centre for Translational Research in Public Health, Newcastle upon Tyne, UK
- Human Nutrition Research Centre, Newcastle University, Newcastle upon Tyne, UK
| | - Marta M Marques
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
- Fuse: UKCRC Centre for Translational Research in Public Health, Newcastle upon Tyne, UK
| | - Kirsten Budig
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
- Fuse: UKCRC Centre for Translational Research in Public Health, Newcastle upon Tyne, UK
| | - Kirby Sainsbury
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
- Fuse: UKCRC Centre for Translational Research in Public Health, Newcastle upon Tyne, UK
| | - Ruth Bell
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
| | - Vera Araújo-Soares
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
- Fuse: UKCRC Centre for Translational Research in Public Health, Newcastle upon Tyne, UK
| | - Martin White
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
- MRC Epidemiology Unit, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Carolyn Summerbell
- Fuse: UKCRC Centre for Translational Research in Public Health, Newcastle upon Tyne, UK
- School of Applied Social Sciences, Durham University, Durham, UK
| | - Elizabeth Goyder
- School of Health & Related Research, University of Sheffield, Sheffield, UK
| | - Alan Brennan
- School of Health & Related Research, University of Sheffield, Sheffield, UK
| | - Ashley J Adamson
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
- Fuse: UKCRC Centre for Translational Research in Public Health, Newcastle upon Tyne, UK
- Human Nutrition Research Centre, Newcastle University, Newcastle upon Tyne, UK
| | - Falko F Sniehotta
- Institute of Health & Society, Newcastle University, Newcastle upon Tyne, UK
- Fuse: UKCRC Centre for Translational Research in Public Health, Newcastle upon Tyne, UK
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Adams A, Malkoc A, La Belle JT. The Development of a Glucose Dehydrogenase 3D-Printed Glucose Sensor: A Proof-of-Concept Study. J Diabetes Sci Technol 2018; 12. [PMID: 28633541 PMCID: PMC5761974 DOI: 10.1177/1932296817715272] [Citation(s) in RCA: 18] [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] [Indexed: 12/19/2022]
Abstract
This work represents a preliminary proof-of-concept design and verification of a 3D-printed glucose biosensor. The proof of concept presented is the first example of glucose dehydrogenase sensor fabricated by a 3D-printer while maintaining similar features to current lab-industry standards. The sensor was verified to detect physiological glucose concentrations between 0 and 400 mg/dL with a linear coefficient as high as .97. This study showed that it was possible to use 3D-printed technology to create a biosensor sensitive to glucose detection. As availability and functionality of 3D-printers expands, this technology has the potential to be an option for diabetes management. This preliminary study shows that the 3D-printed sensor platform holds promise for sensitive glucose detection.
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Affiliation(s)
- Anngela Adams
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
| | - Aldin Malkoc
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
| | - Jeffrey T. La Belle
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
- School of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
- Jeffrey T. La Belle, PhD, School of Biological and Health Systems Engineering, Arizona State University, 550 E. Orange St., Tempe, AZ 85287, USA.
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Cha SA, Lim SY, Kim KR, Lee EY, Kang B, Choi YH, Yoon KH, Ahn YB, Lee JH, Ko SH. Community-based randomized controlled trial of diabetes prevention study for high-risk individuals of type 2 diabetes: lifestyle intervention using web-based system. BMC Public Health 2017; 17:387. [PMID: 28476101 PMCID: PMC5420118 DOI: 10.1186/s12889-017-4283-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Accepted: 04/21/2017] [Indexed: 11/10/2022] Open
Abstract
Background The trend of increasing numbers of patients with type 2 diabetes emphasizes the need for active screening of high-risk individuals and intensive lifestyle modification (LSM). Methods/design The community-based Korean Diabetes Prevention Study (C-KDPS) is a randomized controlled clinical trial to prevent type 2 diabetes by intensive LSM using a web-based program. The two public healthcare centers in Korea are involved, and 420 subjects are being recruited for 6 months and will be followed up for 22 months. The participants are allocated randomly to intensive LSM (18 individual sessions for 24 weeks) and usual care (control group). The major goals of the C-KDPS lifestyle intervention program are: 1) a minimum of 5–7% loss of initial body weight in 6 months and maintenance of this weight loss, 2) increased physical activity (≥ 150 min/week of moderate intensity activity), 3) balanced healthy eating, and 4) quitting smoking and alcohol with stress management. The web-based program includes education contents, video files, visit schedules, and inter-communicable keeping track sites. Primary outcomes are the diagnoses of newly developed diabetes. A 75-g oral glucose tolerance test with hemoglobin A1c level determination and cardiovascular risk factor assessment is scheduled at 6, 12, 18, and 22 months. Discussion Active screening of high-risk individuals and an effective LSM program are an essential prerequisite for successful diabetes prevention. We hope that our C-KDPS program can reduce the incidence of newly developed type 2 diabetes and be implemented throughout the country, merging community-based public healthcare resources and a web-based system. Trial registration Clinical Research Information Service (CRIS), Republic of Korea (No. KCT0001981). Date of registration; July 28, 2016.
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Affiliation(s)
- Seon-Ah Cha
- Division of Endocrinology & Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Jungbu-daero 93, Paldal-gu, Suwon-si, Geyonggi-do, 442-723, South Korea
| | - Sun-Young Lim
- Catholic Institute of U-Healthcare, Institute of Biomedical Industry, The Catholic University of Korea, 222 Banpo-daero Seocho-gu, Seoul, 06591, South Korea
| | - Kook-Rye Kim
- Division of Endocrinology & Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Jungbu-daero 93, Paldal-gu, Suwon-si, Geyonggi-do, 442-723, South Korea
| | - Eun-Young Lee
- Division of Endocrinology & Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Jungbu-daero 93, Paldal-gu, Suwon-si, Geyonggi-do, 442-723, South Korea
| | - Borami Kang
- Division of Endocrinology & Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Jungbu-daero 93, Paldal-gu, Suwon-si, Geyonggi-do, 442-723, South Korea
| | - Yoon-Hee Choi
- Division of Endocrinology & Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Jungbu-daero 93, Paldal-gu, Suwon-si, Geyonggi-do, 442-723, South Korea.,Catholic Institute of U-Healthcare, Institute of Biomedical Industry, The Catholic University of Korea, 222 Banpo-daero Seocho-gu, Seoul, 06591, South Korea
| | - Kun-Ho Yoon
- Division of Endocrinology & Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Jungbu-daero 93, Paldal-gu, Suwon-si, Geyonggi-do, 442-723, South Korea.,Catholic Institute of U-Healthcare, Institute of Biomedical Industry, The Catholic University of Korea, 222 Banpo-daero Seocho-gu, Seoul, 06591, South Korea
| | - Yu-Bae Ahn
- Division of Endocrinology & Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Jungbu-daero 93, Paldal-gu, Suwon-si, Geyonggi-do, 442-723, South Korea
| | - Jin-Hee Lee
- Catholic Institute of U-Healthcare, Institute of Biomedical Industry, The Catholic University of Korea, 222 Banpo-daero Seocho-gu, Seoul, 06591, South Korea.
| | - Seung-Hyun Ko
- Division of Endocrinology & Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Jungbu-daero 93, Paldal-gu, Suwon-si, Geyonggi-do, 442-723, South Korea.
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Aroda VR, Getaneh A. Guiding diabetes screening and prevention: rationale, recommendations and remaining challenges. Expert Rev Endocrinol Metab 2015; 10:381-398. [PMID: 30293496 DOI: 10.1586/17446651.2015.1054280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Advances made in diabetes management are not sufficient to reduce morbidity, mortality and cost without making prevention efforts at various levels imperative for substantial impact. Research has demonstrated the efficacy of lifestyle intervention and medications in preventing type 2 diabetes among diverse high-risk groups commonly identified with oral glucose tolerance testing. Efficacy, sustainability and safety data are most comprehensive for lifestyle and metformin, with other medications also demonstrating efficacy and potential in the pharmacoprevention of diabetes. Subsequent implementation studies have demonstrated feasibility of lifestyle intervention programs at health centers, communities, and at local and national government levels. Challenges remain in widespread translation and reaching and engaging at-risk individuals and populations.
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Affiliation(s)
- Vanita R Aroda
- a 1 MedStar Health Research Institute, Hyattsville, MD, USA
- b 2 Georgetown University School of Medicine, WA, USA
| | - Asqual Getaneh
- a 1 MedStar Health Research Institute, Hyattsville, MD, USA
- c 3 MedStar Washington Hospital Center, WA, USA
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Janghorbani M, Adineh H, Amini M. Evaluation of the Finnish Diabetes Risk Score (FINDRISC) as a screening tool for the metabolic syndrome. Rev Diabet Stud 2014; 10:283-92. [PMID: 24841881 PMCID: PMC4160014 DOI: 10.1900/rds.2013.10.283] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2014] [Revised: 01/20/2014] [Accepted: 02/02/2014] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVES Traditionally, the Finnish Diabetes Risk Score (FINDRISC) questionnaire is a screening tool to estimate risk of type 2 diabetes. In this study, we evaluated the ability of FINDRISC to predict the development of the metabolic syndrome (MetS) in an Iranian population without diabetes and MetS. METHODS A total of 1,010 first-degree relatives of consecutive patients with type 2 diabetes, 30-70 years old (274 men and 736 women), without diabetes and MetS, were examined and followed up over 8.0 ± 1.6 years (mean ± SD) for MetS incidence. The incidence of MetS was examined across quartiles of FINDRISC, and a receiver operating characteristic (ROC) curve was plotted to assess the discrimination. At baseline and through follow-ups, participants underwent a standard 75 g 2-hour oral glucose tolerance test (OGTT). Data for determining FINDRISC were available from each participant. RESULTS During 8,089 person-years of follow-up, 69 men and 209 women without MetS and diabetes at baseline subsequently developed MetS. The incidence of MetS was 31.4 per 1000 person-years in men and 35.5 in women. The FINDRSC at baseline was significantly associated with MetS evolution. Participants in the top quartile of FINDRISC were 4.4 times more likely to develop MetS than those in the bottom quartile (rate ratio 4.4; 95% CI 2.7-7.0). The area under the ROC curve was 65.0% (95% CI 61.3-68.7). CONCLUSION The results of this study suggest that FINDRISC can be applied to detect MetS in a high-risk population.
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Affiliation(s)
- Mohsen Janghorbani
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
- Department of Epidemiology and Biostatistics, School of Public Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Hoseinali Adineh
- Department of Epidemiology and Biostatistics, School of Public Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Masoud Amini
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
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Bihan H, Cosson E, Khiter C, Vittaz L, Faghfouri F, Leboeuf D, Carbillon L, Dauphin H, Reach G, Valensi P. Factors associated with screening for glucose abnormalities after gestational diabetes mellitus: baseline cohort of the interventional IMPACT study. DIABETES & METABOLISM 2014; 40:151-7. [PMID: 24503190 DOI: 10.1016/j.diabet.2013.12.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2013] [Revised: 11/29/2013] [Accepted: 12/02/2013] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Although it is important to screen women who have had gestational diabetes mellitus (GDM) for abnormal post-partum glucose levels, such testing is rarely performed. The aim of this study was to use data from the first observational phase of the IMPACT study to determine rates of screening within 6 months of delivery in a multiethnic cohort, focusing in particular on the effects of social deprivation and the risk of future diabetes. PATIENTS AND METHODS To investigate the frequency of post-partum screening, charts were analyzed, and all women attending four centres located in a deprived area who had had GDM between January 2009 and December 2010 were contacted by phone. The Evaluation of Precarity and Inequalities in Health Examination Centres (EPICES) deprivation index and Finnish Diabetes Risk Score (FINDRISK) questionnaire were also evaluated. RESULTS Data were evaluable for 589 of the 719 women contacted (mean age: 33.4 ± 5.2 years; mean body mass index: 27.6 ± 5.4 kg/m(2)), and 196 (33.3%) reported having been screened. On multivariate analysis, factors associated with a lack of screening were smoking [odds ratio (OR): 0.42 (0.20-0.90), P<0.05], low consumption of fruit and vegetables [OR: 0.58 (0.39-0.82), P<0.01] and heavier offspring birth weight (P<0.05), although there were no differences in FINDRISK and EPICES scores between screened and unscreened women. CONCLUSION One-third of women who had had GDM reported having been screened for dysglycaemia at 6 months post-partum. However, it is expected that the interventional phase of the IMPACT study will increase screening rates, especially in women with the risk factors associated with lower screening rates during this observational phase.
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Affiliation(s)
- H Bihan
- AP-HP, Avicenne Hospital, Paris 13 University, Sorbonne Paris Cité, Department of Diabetology, Metabolic Diseases, CRNH-IdF, CINFO, Bobigny, France; Sorbonne Paris Cité, UMR U557 Inserm/U1125 Inra/Cnam/Université Paris 13, Bobigny, France.
| | - E Cosson
- Sorbonne Paris Cité, UMR U557 Inserm/U1125 Inra/Cnam/Université Paris 13, Bobigny, France; AP-HP, Jean-Verdier Hospital, Paris 13 University, Sorbonne Paris Cité, Department of Endocrinology-Diabetology-Nutrition, CRNH-IdF, CINFO, Bondy, France
| | - C Khiter
- De La Fontaine Hospital, Department of Obstetrics and Gynecology, Saint-Denis, France
| | - L Vittaz
- Ballanger Hospital, Department of Endocrinology-Diabetology, Aulnay-Sous-Bois, France
| | - F Faghfouri
- AP-HP, Jean-Verdier Hospital, Paris 13 University, Sorbonne Paris Cité, Department of Endocrinology-Diabetology-Nutrition, CRNH-IdF, CINFO, Bondy, France
| | - D Leboeuf
- Seine-Saint-Denis Private Hospital, Department of Obstetrics and Gynecology, Le Blanc Mesnil, France
| | - L Carbillon
- AP-HP, Jean-Verdier Hospital, Paris 13 University, Sorbonne Paris Cité, Department of Gynaecology-Obstetrics, Bondy, France
| | - H Dauphin
- Ballanger Hospital, Department of Gynecology, Aulnay-Sous-Bois, France
| | - G Reach
- AP-HP, Avicenne Hospital, Paris 13 University, Sorbonne Paris Cité, Department of Diabetology, Metabolic Diseases, CRNH-IdF, CINFO, Bobigny, France
| | - P Valensi
- AP-HP, Jean-Verdier Hospital, Paris 13 University, Sorbonne Paris Cité, Department of Endocrinology-Diabetology-Nutrition, CRNH-IdF, CINFO, Bondy, France
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Janghorbani M, Adineh H, Amini M. Finnish Diabetes Risk Score to predict type 2 diabetes in the Isfahan diabetes prevention study. Diabetes Res Clin Pract 2013; 102:202-9. [PMID: 24262944 DOI: 10.1016/j.diabres.2013.10.018] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2013] [Revised: 09/21/2013] [Accepted: 10/28/2013] [Indexed: 11/18/2022]
Abstract
AIM The strong association between the Finnish Diabetes Risk Score (FINDRISC) and risk of diabetes reported in European populations cannot necessarily be generalized to other populations. The aim of this study was to evaluate the ability of FINDRISC to predict progression to diabetes in an Iranian population without diabetes. METHODS A total of 1537 first-degree relatives (FDR) without diabetes of consecutive people with type 2 diabetes 30-70 years old (376 men and 1161 women) were examined and followed for a mean (SD) of 7.8 (1.7) years for diabetes incidence. We examined the incidence of diabetes across quartiles of FINDRISC and plotted a receiver operating characteristic (ROC) curve to assess discrimination. At baseline and through follow-up, participants underwent a standard 75-g 2-h oral glucose tolerance test. Data for the FINDRISC were available from each participant. RESULTS During 12,046 person-years of follow-up, 41 men and 154 women developed diabetes. The incidence of type 2 diabetes was 14.0 per 1000 person-years in men and 16.9 in women. Those in the top quartile of FINDRISC were 21.7 times more likely to develop diabetes than those in the bottom quartile (relative risk 21.7; 95% CI 9.90, 47.39). The area under the ROC was 75.1% (95% CI 71.3, 78.8). CONCLUSIONS The results of this study show that FINDRISC is a robust predictor of type 2 diabetes in high-risk individuals in Iran.
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Affiliation(s)
- Mohsen Janghorbani
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran; Department of Epidemiology and Biostatistics, School of Public Health, Isfahan University of Medical Sciences, Isfahan, Iran.
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11
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Phillips CM, Kearney PM, McCarthy VJ, Harrington JM, Fitzgerald AP, Perry IJ. Comparison of diabetes risk score estimates and cardiometabolic risk profiles in a middle-aged Irish population. PLoS One 2013; 8:e78950. [PMID: 24236074 PMCID: PMC3827294 DOI: 10.1371/journal.pone.0078950] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2013] [Accepted: 09/17/2013] [Indexed: 12/02/2022] Open
Abstract
Background To compare diabetes risk assessment tools in estimating risk of developing type 2 diabetes (T2DM) and to evaluate cardiometabolic risk profiles in a middle-aged Irish population. Methods Future risk of developing T2DM was estimated using 7 risk scores, including clinical measures with or without anthropometric, biological and lifestyle data, in the cross-sectional Mitchelstown cohort of 2,047 middle-aged men and women. Cardiometabolic phenotypes including markers of glucose metabolism, inflammatory and lipid profiles were determined. Results Estimates of subjects at risk for developing T2DM varied considerably according to the risk assessment tool used (0.3% to 20%), with higher proportions of males at risk (0–29.2% vs. 0.1–13.4%, for men and women, respectively). Extrapolated to the Irish population of similar age, the overall number of adults at high risk of developing T2DM ranges from 3,378 to 236,632. Numbers of non-optimal metabolic features were generally greater among those at high risk of developing T2DM. However, cardiometabolic profile characterisation revealed that only those classified at high risk by the Griffin (UK Cambridge) score displayed a more pro-inflammatory, obese, hypertensive, dysglycaemic and insulin resistant metabolic phenotype. Conclusions Most diabetes risk scores examined offer limited ability to identify subjects with metabolic abnormalities and at risk of developing T2DM. Our results highlight the need to validate diabetes risk scoring tools for each population studied and the potential for developing an Irish diabetes risk score, which may help to promote self awareness and identify high risk individuals and diabetes hot spots for targeted public health interventions.
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Affiliation(s)
- Catherine M. Phillips
- HRB Centre for Diet and Health Research, Dept. of Epidemiology and Public Health, University College Cork, Cork, Ireland
- * E-mail:
| | - Patricia M. Kearney
- HRB Centre for Diet and Health Research, Dept. of Epidemiology and Public Health, University College Cork, Cork, Ireland
| | - Vera J. McCarthy
- HRB Centre for Diet and Health Research, Dept. of Epidemiology and Public Health, University College Cork, Cork, Ireland
| | - Janas M. Harrington
- HRB Centre for Diet and Health Research, Dept. of Epidemiology and Public Health, University College Cork, Cork, Ireland
| | - Anthony P. Fitzgerald
- HRB Centre for Diet and Health Research, Dept. of Epidemiology and Public Health, University College Cork, Cork, Ireland
- Dept. of Statistics, University College Cork, Cork, Ireland
| | - Ivan J. Perry
- HRB Centre for Diet and Health Research, Dept. of Epidemiology and Public Health, University College Cork, Cork, Ireland
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Penn L, Ryan V, White M. Feasibility, acceptability and outcomes at a 12-month follow-up of a novel community-based intervention to prevent type 2 diabetes in adults at high risk: mixed methods pilot study. BMJ Open 2013; 3:e003585. [PMID: 24227871 PMCID: PMC3831101 DOI: 10.1136/bmjopen-2013-003585] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVES AND DESIGN Lifestyle interventions can prevent type 2 diabetes (T2D) in adults with impaired glucose tolerance. In a mixed methods pilot study, we aimed to assess the feasibility, acceptability and outcomes at a 12-month follow-up of a behavioural intervention for adults at risk of T2D. PARTICIPANTS Adults aged 45-65 years with a Finnish Diabetes Risk Score (FINDRISC) ≥11. SETTING The intervention was delivered in leisure and community settings in a local authority that ranks in the 10 most socioeconomically deprived in England. INTERVENTION A 10-week supported programme to promote increased physical activity (PA), healthy eating and weight loss was delivered by fitness trainers as twice-weekly group PA or cookery sessions, each followed by behavioural counselling with support to 12 months. OUTCOME MEASURES We assessed feasibility and acceptability of the intervention, and change in behavioural and health-related outcomes at 6 and 12 months. RESULTS From 367 registers of interest, 218 participants were recruited to the programme with baseline mean (SD): age 53.6 (6) years, FINDRISC 13.9 (3.1), body mass index 33.5 (5.9) kg/m(2), waist circumference 108.1 (13.7) cm, PA levels (self-report): daily total 49.1 (5.9) metabolic-equivalent (MET) h/day. Follow-up at 12 months was completed by 134 (61%) participants, with an estimated mean (95% CI) change from baseline in weight -5.7 (-7.8 to -2.8); -2.8 (-3.8 to -1.9) kg, waist circumference -7.2 (-9.2 to -5.2); -6.0 (-7.1 to -5.0) cm, and PA level 7.9 (5.8 to 10.1); 6.7 (5.2 to 8.2) MET h/day equivalent, for men and women, respectively (from covariance pattern mixed models). Participants reported an enjoyable, sociable and supportive intervention experience. CONCLUSIONS Participants' views indicated a high level of intervention acceptability. High retention and positive outcomes at 12 months provide encouraging indications of the feasibility and potential effectiveness of the intervention. A definitive trial of this intervention is warranted.
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Affiliation(s)
- Linda Penn
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
- Fuse, UKCRC Centre for Translational Research in Public Health
| | - Vicky Ryan
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
| | - Martin White
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
- Fuse, UKCRC Centre for Translational Research in Public Health
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13
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Mohieldein A, Alzohairy M, Hasan M, Khan AA. Inflammatory markers and haptoglobin polymorphism in Saudi with non-insulin-dependent diabetes mellitus. Glob J Health Sci 2012; 5:135-42. [PMID: 23283045 PMCID: PMC4776982 DOI: 10.5539/gjhs.v5n1p135] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2012] [Revised: 10/19/2012] [Accepted: 11/11/2012] [Indexed: 01/15/2023] Open
Abstract
Objectives: Haptoglobin (Hp) polymorphism associated with clinical evolution of several inflammatory diseases and considered as a predictive factor for development of diabetes complications. We designed the present study to investigate the frequency distribution of Hp phenotypes among Saudi with non-insulin-dependent diabetes mellitus compared to healthy nondiabetic subjects. Moreover, we explored the possibility of relationship between serum levels of inflammatory markers (namely, high-sensitive C-reactive proteins “hs-CRP”, interleukin (IL)-6, and Hp) and Hp phenotypes. Methods: In the present case-control study, we enrolled 60 type 2 diabetic patients as the study group and 60 healthy subjects as the control group. We assayed serum levels of Hp and hs-CRP by immunoturbidimetric method; while IL-6 was measured by ELISA. Native polyacrylamide gel electrophoresis was used for determination of Hp phenotypes. Results: In type 2 diabetics, serum concentrations of IL-6, hs-CRP, and Hp were significantly elevated and correlated to body mass index. Moreover, there was a significant correlation between plasma glucose level and Hp (r = 0.577, p = 0.000), IL-6 (r = 0.448, p = 0.000), and hs-CRP (r = 0.380, p = 0.001). In addition, data demonstrated a positive correlation between HbA1c and Hp (r = 0.521, p = 0.000), IL-6 (r = 0.420, p = 0.001), and hs-CRP (r = 0.353, p = 0.008). Hp 2-1 phenotype predominated among subjects in both study and control groups. No significant association between Hp phenotypes with any of the investigated inflammatory markers was documented. Conclusion: Inflammation may represent the link between type 2 diabetes and obesity. Hp 2-1 was the predominant phenotype among Saudi type 2 diabetics as well as healthy subjects. In addition to Hp; other possible genetic polymorphisms like CRP may have its effect on diabetes through different mechanisms.
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Kroese FM, Adriaanse MA, De Ridder DTD. Boosters, anyone? Exploring the added value of booster sessions in a self-management intervention. HEALTH EDUCATION RESEARCH 2012; 27:825-833. [PMID: 22623618 DOI: 10.1093/her/cys062] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
The current study explored the benefits of adding booster sessions to a validated and successful self-management intervention for type 2 diabetes patients (i.e. Beyond Good Intentions). Although the addition of booster sessions to self-management interventions is often recommended, it has not been empirically established to what extent booster sessions are in fact appreciated by participants. Participants in the current study (N = 129) followed the Beyond Good Intentions program and were offered a series of three booster sessions at 1, 3 and 5 months afterwards. Primary outcome variables included participants' attendance and evaluations of the booster phase. In addition, self-management behavior was assessed at baseline (T1), after the initial phase (T2) and after the booster phase (T3). Results showed that more than one-fourth of participants who completed the initial phase dropped out during the booster phase, and those who did complete both phases evaluated the booster phase significantly less positive as compared to the initial phase. With regard to the behavioral outcomes, we replicated previous findings showing positive effects on all measures during the initial phase. The booster phase, however, did not result in further improvements. It was concluded that the added value of booster sessions was, at best, questionable.
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Affiliation(s)
- F M Kroese
- Department of Clinical and Health Psychology, Utrecht University, P.O. Box 80.140, 3508 TC Utrecht, The Netherlands.
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15
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Tol A, Pourreza A, Shojaeezadeh D, Mahmoodi M, Mohebbi B. The Assessment of Relations between Socioeconomic Status and Number of Complications among Type 2 Diabetic Patients. IRANIAN JOURNAL OF PUBLIC HEALTH 2012; 41:66-72. [PMID: 23113179 PMCID: PMC3468986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/21/2011] [Accepted: 02/19/2012] [Indexed: 11/30/2022]
Abstract
BACKGROUND The prevalence of diabetes mellitus among Iranian aged 25-64 estimated to be about 7.7%. The aim of current study was the assessment of socioeconomic status of diabetic patients and their complications. METHODS A cross sectional study was conducted on type 2 diabetic patients with complications in four major teaching hospitals affiliated to Tehran University of Medical Sciences (TUMS) during July 2009 to March 2010. All patients (530) were interviewed through a questionnaire with 85% response rate (450 patients). Skilled nurses were assigned as responsible for data collection. Collected data analyzed by Exact Fisher and χ2 tests using SPSS version 11.5. RESULTS The majority of patients had experienced one or more complications. Findings revealed that 50%, 33.6% and 16.4% of the patients suffered from one, two, and three complications of type 2 diabetes, respectively. Patients with cardiovascular complications included 22.2%, with both cardiovascular and eye complications (12.7%), and with cardiovascular, eye and foot ulcer together 14% of the respondents. Frequency of complications demonstrated significant relation with sex, age, educational level, type of occupation, duration of diabetes (P<0.001) and social class (P=0.002). The majority of patients (54.2%) belonged to low income group. CONCLUSION It seems patients with low socioeconomic status face more challenges in their social environment together with less psychological support. Health care systems are responsible to empower them to control their illness and feel a better life to live.
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Affiliation(s)
- A Tol
- Dept. of Health Education and Promotion, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - A Pourreza
- Dept. of Health Economics and Management, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran,Corresponding Author:
| | - D Shojaeezadeh
- Dept. of Health Education and Promotion, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - M Mahmoodi
- Dept. of Biostatistics and Epidemiology, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - B Mohebbi
- Shahid Rajaei Cardiovascular Medical and Research Center, Tehran, Iran
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16
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Gray LJ, Khunti K, Williams S, Goldby S, Troughton J, Yates T, Gray A, Davies MJ. Let's prevent diabetes: study protocol for a cluster randomised controlled trial of an educational intervention in a multi-ethnic UK population with screen detected impaired glucose regulation. Cardiovasc Diabetol 2012; 11:56. [PMID: 22607160 PMCID: PMC3431251 DOI: 10.1186/1475-2840-11-56] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2012] [Accepted: 05/20/2012] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND The prevention of type 2 diabetes is a globally recognised health care priority, but there is a lack of rigorous research investigating optimal methods of translating diabetes prevention programmes, based on the promotion of a healthy lifestyle, into routine primary care. The aim of the study is to establish whether a pragmatic structured education programme targeting lifestyle and behaviour change in conjunction with motivational maintenance via the telephone can reduce the incidence of type 2 diabetes in people with impaired glucose regulation (a composite of impaired glucose tolerance and/or impaired fasting glucose) identified through a validated risk score screening programme in primary care. DESIGN Cluster randomised controlled trial undertaken at the level of primary care practices. Follow-up will be conducted at 12, 24 and 36 months. The primary outcome is the incidence of type 2 diabetes. Secondary outcomes include changes in HbA1c, blood glucose levels, cardiovascular risk, the presence of the Metabolic Syndrome and the cost-effectiveness of the intervention. METHODS The study consists of screening and intervention phases within 44 general practices coordinated from a single academic research centre. Those at high risk of impaired glucose regulation or type 2 diabetes are identified using a risk score and invited for screening using a 75 g-oral glucose tolerance test. Those with screen detected impaired glucose regulation will be invited to take part in the trial. Practices will be randomised to standard care or the intensive arm. Participants from intensive arm practices will receive a structured education programme with motivational maintenance via the telephone and annual refresher sessions. The study will run from 2009-2014. DISCUSSION This study will provide new evidence surrounding the long-term effectiveness of a diabetes prevention programme conducted within routine primary care in the United Kingdom. TRIAL REGISTRATION Clinicaltrials.gov NCT00677937.
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Affiliation(s)
- Laura J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
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17
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Kontogianni MD, Liatis S, Grammatikou S, Perrea D, Katsilambros N, Makrilakis K. Changes in dietary habits and their association with metabolic markers after a non-intensive, community-based lifestyle intervention to prevent type 2 diabetes, in Greece. The DEPLAN study. Diabetes Res Clin Pract 2012; 95:207-14. [PMID: 21955962 DOI: 10.1016/j.diabres.2011.09.010] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2011] [Accepted: 09/06/2011] [Indexed: 01/01/2023]
Abstract
AIMS The aim of the present study was to evaluate the impact on dietary and activity habits of a non-intensive, community based lifestyle intervention for type 2 diabetes prevention, in high-risk Greek individuals. METHODS A total of 191 high-risk persons were invited to participate in a one-year lifestyle intervention program, consisting of six bi-monthly sessions with a dietician. The dietary aims of the intervention were: reduction of saturated fat, sugars and refined cereals intake and at least five servings of fruits and vegetables, daily. Demographic, dietary, anthropometric, medical and biochemical indices were recorded at baseline and at the end of the intervention. RESULTS The intervention was completed by 126 participants. At study end, participants reported decreased whole fat dairies and processed meats consumption (p=0.018 and 0.016, respectively), sugars (p=0.006) and refined cereals (p=0.045). Participants who improved their diet, decreased body weight (p=0.040), plasma triglycerides (p=0.020) and 2-h post-load plasma glucose (p=0.05) compared to those who had worsened their dietary habits. Total time spent daily on physical activity, remained unchanged throughout the intervention. CONCLUSIONS The implementation of a group-based, non-intensive dietary counseling proved to be practical and feasible in "real-world" community settings and was accompanied by favorable dietary changes and health benefits.
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Schwarz PE, Greaves CJ, Lindström J, Yates T, Davies MJ. Nonpharmacological interventions for the prevention of type 2 diabetes mellitus. Nat Rev Endocrinol 2012; 8:363-73. [PMID: 22249519 DOI: 10.1038/nrendo.2011.232] [Citation(s) in RCA: 94] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
During the past decade, improved understanding of the pathophysiological mechanisms of diabetes development has resulted in advances in therapeutic concepts, but has also supported the potential for diabetes prevention through nonpharmacological means. At the beginning of the century, we experienced a shift in paradigm, as landmark studies have shown that diabetes mellitus is preventable with lifestyle intervention; moderate changes in diet and physical activity produce a substantial and sustained reduction in the incidence of type 2 diabetes mellitus (T2DM) for individuals with impaired glucose tolerance. This evidence must now be translated into clinical and public-health practice, but translational studies have varied in their ability to replicate the results of clinical trials. This variation reflects a number of challenging barriers for diabetes prevention in real-world clinical practice, which makes it necessary to focus on identifying efficient intervention methods and delivery mechanisms. Research is now focusing on these mechanisms, as well as on developing efficient screening and risk-identification strategies and realistic scenarios for public-health policy to implement diabetes prevention programs. In this Review, we will discuss these mechanisms and will consider the implications of diabetes prevention for public-health strategy and policy.
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Affiliation(s)
- Peter E Schwarz
- Department for Prevention and Care of Diabetes, Medical Clinic III, University Clinic Carl Gustav Carus at the Technical University Dresden, Fetscherstrasse 74, D-01307 Dresden, Germany.
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Abstract
A growing need exists to deliver effective and affordable prevention programs and to take urgent action to address the major public health challenge that diabetes represents. Achieving prevention of type 2 diabetes requires moving through a series of steps from basic science discovery to widespread distribution of effective interventions. Understanding the cellular level influences on diabetes prevention will help target particular interventions to those who may be most responsive. Several randomized controlled trials conducted throughout the world have demonstrated that type 2 diabetes can be prevented or delayed. Subsequent real-world translation studies have provided important information necessary to reduce cost and increase access. Ultimately achieving a population impact in diabetes prevention requires widespread distribution of effective interventions, which is supported by policies that help achieve sustainability and reach. The use of a global stakeholder network can help to share experiences and build on partner knowledge gained.
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Affiliation(s)
- P E H Schwarz
- Division for Prevention and Care of Diabetes Mellitus, Technische Universität Dresden, Germany.
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Neumann A, Schwarz P, Lindholm L. Estimating the cost-effectiveness of lifestyle intervention programmes to prevent diabetes based on an example from Germany: Markov modelling. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2011; 9:17. [PMID: 22099547 PMCID: PMC3256095 DOI: 10.1186/1478-7547-9-17] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2010] [Accepted: 11/18/2011] [Indexed: 11/10/2022] Open
Abstract
Background Type 2 diabetes mellitus (T2D) poses a large worldwide burden for health care systems. One possible tool to decrease this burden is primary prevention. As it is unethical to wait until perfect data are available to conclude whether T2D primary prevention intervention programmes are cost-effective, we need a model that simulates the effect of prevention initiatives. Thus, the aim of this study is to investigate the long-term cost-effectiveness of lifestyle intervention programmes for the prevention of T2D using a Markov model. As decision makers often face difficulties in applying health economic results, we visualise our results with health economic tools. Methods We use four-state Markov modelling with a probabilistic cohort analysis to calculate the cost per quality-adjusted life year (QALY) gained. A one-year cycle length and a lifetime time horizon are applied. Best available evidence supplies the model with data on transition probabilities between glycaemic states, mortality risks, utility weights, and disease costs. The costs are calculated from a societal perspective. A 3% discount rate is used for costs and QALYs. Cost-effectiveness acceptability curves are presented to assist decision makers. Results The model indicates that diabetes prevention interventions have the potential to be cost-effective, but the outcome reveals a high level of uncertainty. Incremental cost-effectiveness ratios (ICERs) were negative for the intervention, ie, the intervention leads to a cost reduction for men and women aged 30 or 50 years at initiation of the intervention. For men and women aged 70 at initiation of the intervention, the ICER was EUR27,546/QALY gained and EUR19,433/QALY gained, respectively. In all cases, the QALYs gained were low. Cost-effectiveness acceptability curves show that the higher the willingness-to-pay threshold value, the higher the probability that the intervention is cost-effective. Nonetheless, all curves are flat. The threshold value of EUR50,000/QALY gained has a 30-55% probability that the intervention is cost-effective. Conclusions Lifestyle interventions for primary prevention of type 2 diabetes are cost-saving for men and women aged 30 or 50 years at the start of the intervention, and cost-effective for men and women aged 70 years. However, there is a high degree of uncertainty around the ICERs. With the conservative approach adopted for this model, the long-term effectiveness of the intervention could be underestimated.
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Affiliation(s)
- Anne Neumann
- Epidemiology and Global Health, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
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Affiliation(s)
- Tom Yates
- Department of Cardiovascular Sciences, University of Leicester, United Kingdom
| | - Melanie J. Davies
- Department of Cardiovascular Sciences, University of Leicester, United Kingdom
| | - Peter E. H. Schwarz
- Department for Prevention & Care of Diabetes, Medical Clinic III, University Clinic Carl Gustav Carus at the Technical University Dresden, Germany
| | - Kamlesh Khunti
- Department of Health Sciences, University of Leicester, United Kingdom
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Yates T, Davies MJ, Sehmi S, Gorely T, Khunti K. The Pre-diabetes Risk Education and Physical Activity Recommendation and Encouragement (PREPARE) programme study: are improvements in glucose regulation sustained at 2 years? Diabet Med 2011; 28:1268-71. [PMID: 21672008 DOI: 10.1111/j.1464-5491.2011.03357.x] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To determine whether improvements in glucose regulation following the PREPARE structured education programme were sustained at 24 months. PATIENTS AND METHODS Ninety-eight overweight or obese individuals with impaired glucose tolerance were randomized to receive: (1) advice leaflet, (2) 3-h structured education programme aimed at promoting physical activity, (iii) 3-h structured education with personalized pedometer use. The primary outcome was change in 2-h post-challenge plasma glucose. RESULTS Seventy-three (74%) individuals were included for analysis at 24 months; age 65 ± 8 years, BMI 29.3 ± 4.8 kg/m(2), South Asian ethnicity 21%. A statistically significant reduction in 2-h glucose of -1.6 mmol/l (-0.4 to -2.7) was seen in the education-with-pedometer group compared with the control group. There is no significant difference in the education-only group. CONCLUSION Improvements in glucose regulation following a pragmatic group-based structured education with pedometer use were sustained at 24 months.
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Affiliation(s)
- T Yates
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK.
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Buijsse B, Simmons RK, Griffin SJ, Schulze MB. Risk assessment tools for identifying individuals at risk of developing type 2 diabetes. Epidemiol Rev 2011; 33:46-62. [PMID: 21622851 PMCID: PMC3132807 DOI: 10.1093/epirev/mxq019] [Citation(s) in RCA: 191] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Trials have demonstrated the preventability of type 2 diabetes through lifestyle modifications or drugs in people with impaired glucose tolerance. However, alternative ways of identifying people at risk of developing diabetes are required. Multivariate risk scores have been developed for this purpose. This article examines the evidence for performance of diabetes risk scores in adults by 1) systematically reviewing the literature on available scores and 2) their validation in external populations; and 3) exploring methodological issues surrounding the development, validation, and comparison of risk scores. Risk scores show overall good discriminatory ability in populations for whom they were developed. However, discriminatory performance is more heterogeneous and generally weaker in external populations, which suggests that risk scores may need to be validated within the population in which they are intended to be used. Whether risk scores enable accurate estimation of absolute risk remains unknown; thus, care is needed when using scores to communicate absolute diabetes risk to individuals. Several risk scores predict diabetes risk based on routine noninvasive measures or on data from questionnaires. Biochemical measures, in particular fasting plasma glucose, can improve prediction of such models. On the other hand, usefulness of genetic profiling currently appears limited.
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Affiliation(s)
- Brian Buijsse
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Arthur-Scheunert-Allee 114-116, 14558 Nuthetal, Germany
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Tankova T, Chakarova N, Atanassova I, Dakovska L. Evaluation of the Finnish Diabetes Risk Score as a screening tool for impaired fasting glucose, impaired glucose tolerance and undetected diabetes. Diabetes Res Clin Pract 2011; 92:46-52. [PMID: 21242013 DOI: 10.1016/j.diabres.2010.12.020] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2010] [Revised: 12/06/2010] [Accepted: 12/09/2010] [Indexed: 11/30/2022]
Abstract
AIM To evaluate the performance of FINDRISC as a screening tool for prediabetes - impaired fasting glucose (IFG) and impaired glucose tolerance (IGT) and undetected diabetes (UDD) in subjects at risk of developing diabetes. SUBJECTS AND METHODS 2169 subjects with at least one risk factor for diabetes completed the FINDRISC questionnaire and underwent an oral glucose tolerance test. FINDRISC performance was assessed using the area under the receiver operating characteristic curve (AUC-ROC). RESULTS 56.6% of subjects demonstrated normal glucose tolerance (NGT), 14.5% - IFG, 11.4% - IGT and 17.5% - UDD. NGT group demonstrated mean FINDRISC 10.1±3.4, IFG group - 13.8±4.3 (p<0.0001 vs. NGT), IGT group - 14.4±5.4 (p<0.0001 vs. NGT) and UDD group - 15.5±4.8 (p<0.0001 vs. NGT and IFG, p<0.01 vs. IGT). The AUC-ROC was 0.70 (95% CI 0.67-0.73) for UDD and 0.71 (95% CI 0.69-0.73) for undetected prediabetes and diabetes. The FINDRISC cut-off value of 10 to identify both prediabetes and diabetes had sensitivity of 84% and specificity of 61%. CONCLUSIONS FINDRISC is a feasible, non-invasive and useful tool for identifying subjects at risk for undetected diabetes and prediabetes. Laboratory screening should be performed in subjects with FINDRISC higher than 10.
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Affiliation(s)
- Tsvetalina Tankova
- Department of Diabetology, Clinical Center of Endocrinology, University Hospital of Endocrinology, Medical University, 2, Zdrave Str, 1431 Sofia, Bulgaria.
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Schwarz PEH. Public health implications: translation into diabetes prevention initiatives--four-level public health concept. Med Clin North Am 2011; 95:397-407, ix. [PMID: 21281841 DOI: 10.1016/j.mcna.2010.11.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Many countries are struggling to meet the health care needs of a rapidly growing number of individuals with common chronic illnesses, especially diabetes mellitus. Incorporating the evidence from prevention trials into clinical practice represents one of the major challenges for public health, and the medical community is still learning how this can best be achieved at a population level. A 4-level public health initiative has been initiated that provides guidance for establishing milestones and strategies for such a program.
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Affiliation(s)
- Peter E H Schwarz
- Department for Prevention and Care of Diabetes, Medical Clinic III, University Clinic Carl Gustav Carus at Technical University Dresden, Fetscherstrasse 74, 01307 Dresden, Germany.
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Greaves CJ, Sheppard KE, Abraham C, Hardeman W, Roden M, Evans PH, Schwarz P. Systematic review of reviews of intervention components associated with increased effectiveness in dietary and physical activity interventions. BMC Public Health 2011; 11:119. [PMID: 21333011 PMCID: PMC3048531 DOI: 10.1186/1471-2458-11-119] [Citation(s) in RCA: 723] [Impact Index Per Article: 55.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2010] [Accepted: 02/18/2011] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND To develop more efficient programmes for promoting dietary and/or physical activity change (in order to prevent type 2 diabetes) it is critical to ensure that the intervention components and characteristics most strongly associated with effectiveness are included. The aim of this systematic review of reviews was to identify intervention components that are associated with increased change in diet and/or physical activity in individuals at risk of type 2 diabetes. METHODS MEDLINE, EMBASE, CINAHL, PsycInfo, and the Cochrane Library were searched for systematic reviews of interventions targeting diet and/or physical activity in adults at risk of developing type 2 diabetes from 1998 to 2008. Two reviewers independently selected reviews and rated methodological quality. Individual analyses from reviews relating effectiveness to intervention components were extracted, graded for evidence quality and summarised. RESULTS Of 3856 identified articles, 30 met the inclusion criteria and 129 analyses related intervention components to effectiveness. These included causal analyses (based on randomisation of participants to different intervention conditions) and associative analyses (e.g. meta-regression). Overall, interventions produced clinically meaningful weight loss (3-5 kg at 12 months; 2-3 kg at 36 months) and increased physical activity (30-60 mins/week of moderate activity at 12-18 months). Based on causal analyses, intervention effectiveness was increased by engaging social support, targeting both diet and physical activity, and using well-defined/established behaviour change techniques. Increased effectiveness was also associated with increased contact frequency and using a specific cluster of "self-regulatory" behaviour change techniques (e.g. goal-setting, self-monitoring). No clear relationships were found between effectiveness and intervention setting, delivery mode, study population or delivery provider. Evidence on long-term effectiveness suggested the need for greater consideration of behaviour maintenance strategies. CONCLUSIONS This comprehensive review of reviews identifies specific components which are associated with increased effectiveness in interventions to promote change in diet and/or physical activity. To maximise the efficiency of programmes for diabetes prevention, practitioners and commissioning organisations should consider including these components.
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Affiliation(s)
- Colin J Greaves
- University of Exeter, Peninsula Medical School, Smeall Building, St Luke's Campus, Magdalen Road, Exeter EX1 2LU, UK
| | - Kate E Sheppard
- University of Exeter, Peninsula Medical School, Smeall Building, St Luke's Campus, Magdalen Road, Exeter EX1 2LU, UK
| | - Charles Abraham
- University of Sussex, School of Psychology, Pevensey Building, Falmer BN1 9QG, UK
| | - Wendy Hardeman
- University of Cambridge, General Practice and Primary Care Research Unit, 16 Colwyn Close, Cambridge CB4 3NU, UK
| | - Michael Roden
- Heinrich-Heine University, Institute for Clinical Diabetology, German Diabetes Centre and Department of Metabolic Diseases, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany
| | - Philip H Evans
- University of Plymouth, Peninsula Medical School, Smeall Building, St Luke's Campus, Magdalen Road, Exeter EX1 2LU, UK
| | - Peter Schwarz
- Technical University of Dresden (Carl Gustav Carus Medical Faculty), Medizinische Klinik III, Fetscherstraße 74, Dresden D-01307, Germany
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Schwarz PEH, Lindström J. From evidence to practice--the IMAGE project--new standards in the prevention of type 2 diabetes. Diabetes Res Clin Pract 2011; 91:138-40. [PMID: 21194778 DOI: 10.1016/j.diabres.2010.11.038] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2010] [Accepted: 11/29/2010] [Indexed: 12/31/2022]
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Abstract
Diabetes mellitus (type 1 and type 2) and the complications associated with this condition are an urgent public health problem, as the incidence of diabetes mellitus is steadily increasing. Environmental factors, such as diet and exposure to hyperglycemia, contribute to the etiology of diabetes mellitus and its associated microvascular and macrovascular complications. These vascular complications are the main cause of the morbidity and mortality burden of diabetes mellitus. The DCCT-EDIC and UKPDS epidemiological studies correlated poor glycemic control with the development of vascular complications in patients with type 1 or type 2 diabetes mellitus. The findings of these studies suggest that early exposure to hyperglycemia predisposes individuals to the development of diabetic complications, a phenomenon referred to as metabolic memory or the legacy effect. The first experimental evidence for metabolic memory was reported >20 years ago and the underlying molecular mechanisms are currently being characterized. Interestingly, transient exposure to hyperglycemia results in long-lasting epigenetic modifications that lead to changes in chromatin structure and gene expression, which mediate these persistent metabolic characteristics.
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Affiliation(s)
- Luciano Pirola
- Epigenetics in Human Health and Disease Laboratory, The Alfred Medical Research and Education Precinct, Baker IDI Heart and Diabetes Institute, 5th Floor, 75 Commercial Road, Melbourne, VIC 3004, Australia
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Saaristo T, Moilanen L, Jokelainen J, Korpi-Hyövälti E, Vanhala M, Saltevo J, Niskanen L, Peltonen M, Oksa H, Cederberg H, Tuomilehto J, Uusitupa M, Keinänen-Kiukaanniemi S. Cardiometabolic profile of people screened for high risk of type 2 diabetes in a national diabetes prevention programme (FIN-D2D). Prim Care Diabetes 2010; 4:231-239. [PMID: 21134669 DOI: 10.1016/j.pcd.2010.05.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2009] [Revised: 05/10/2010] [Accepted: 05/21/2010] [Indexed: 02/04/2023]
Abstract
AIMS To study screening of high-risk individuals as part of a national diabetes prevention programme in primary health care settings in Finland between 2003 and 2007, and evaluate the cardiometabolic risk profile of persons identified for intervention. METHODS High-risk individuals were identified by the Finnish Diabetes Risk Score (FINDRISC), history of impaired fasting glucose (IFG), impaired glucose tolerance (IGT), cardiovascular disease (CVD), or gestational diabetes. Participants subsequently underwent an oral glucose tolerance test. CVD morbidity risk was estimated by the Framingham Study Risk Equation and CVD mortality risk by the Systematic Coronary Risk Evaluation Formula (SCORE). RESULTS A high-risk cohort of 10,149 (of whom 30.3% men) was identified (mean age 54.7 for men, 53.0 for women). Altogether 18.8% of men and 11.5% of women had screen-detected diabetes. In total 68.1% of men and 49.4% of women had abnormal glucose tolerance (IFG, IGT or screen-detected diabetes). Furthermore, 43.2% and 41.5% of men, and 13.3% and 11.3% of women, respectively, had a high predicted risk of CVD morbidity or mortality. CONCLUSION Prevalence of dysglycemia including undiagnosed diabetes and the predicted risk for CVD was alarmly high in the identified high-risk cohort, particularly in men.
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Gray LJ, Taub NA, Khunti K, Gardiner E, Hiles S, Webb DR, Srinivasan BT, Davies MJ. The Leicester Risk Assessment score for detecting undiagnosed Type 2 diabetes and impaired glucose regulation for use in a multiethnic UK setting. Diabet Med 2010; 27:887-95. [PMID: 20653746 DOI: 10.1111/j.1464-5491.2010.03037.x] [Citation(s) in RCA: 124] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
AIMS Risk assessment scores identify those at high risk of impaired glucose regulation and Type 2 diabetes mellitus. To date no risk assessment scores that can be completed by a lay person have been developed and validated specifically for multiethnic populations in the UK. METHODS We used data on 6186 subjects aged 40-75 years from a multiethnic UK screening study (73% white European, 22% South Asian). All participants were given a 75 g oral glucose tolerance test. We developed logistic regression models for predicting current impaired glucose regulation (impaired fasting glycaemia/impaired glucose tolerance) or Type 2 diabetes mellitus using data from anthropometric measurements and self-reported questionnaires. Using the best-fitting model, we developed the Leicester Risk Assessment score. We externally validated the score using data from 3171 subjects aged 40-75 years from a separate screening study. RESULTS The components of the final model are age, ethnicity [white European vs. other (predominantly South Asian)], sex, first degree family history of diabetes, antihypertensive therapy or history of hypertension, waist circumference and body mass index. The score ranges from 0 to 47. Validating this model using the data from the second screening study gave an area under the receiver operator characteristic curve of 72% (95% confidence interval, 69-74%). A cut point of 16 had a sensitivity of 81% and a specificity of 45%. CONCLUSIONS The Leicester Risk Assessment score can be used to identify those at high risk of impaired glucose regulation and Type 2 diabetes mellitus in UK multiethnic populations. The score is simple (seven questions) and non-invasive.
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Affiliation(s)
- L J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
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Makrilakis K, Liatis S, Grammatikou S, Perrea D, Katsilambros N. Implementation and effectiveness of the first community lifestyle intervention programme to prevent Type 2 diabetes in Greece. The DE-PLAN study. Diabet Med 2010; 27:459-65. [PMID: 20536519 DOI: 10.1111/j.1464-5491.2010.02918.x] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
AIMS To report our experience of implementing the first community-based lifestyle intervention programme to detect high-risk individuals and prevent the development of Type 2 diabetes mellitus (T2DM) in a general population sample in Athens, Greece (the DE-PLAN Study). METHODS The Finnish Type 2 Diabetes Risk Score (FINDRISC) questionnaire was distributed to 7900 people at workplaces and primary-care centres. High-risk individuals were invited to receive an oral glucose tolerance test (OGTT) and, after excluding persons with diabetes, to participate in a 1-year intervention programme, based on bimonthly sessions with a dietitian. RESULTS Three thousand, two hundred and forty questionnaires were returned; 620 high-risk individuals were identified and 191 agreed to participate. Recruitment from workplaces was the most successful strategy for identifying high-risk persons, enrolling and maintaining them throughout the study. The 125 participants who fully completed the programme (66 did not return for a second OGTT) lost on average 1.0+/-4.7 kg (P=0.022). Higher adherence to the intervention sessions resulted in more significant weight loss (1.1+/-4.8 vs. 0.6+/-4.6 kg for low adherence). Persons with impaired fasting glucose (IFG) and/or impaired glucose tolerance (IGT) at baseline lost more weight than those with normal glucose tolerance (1.5+/-4.8 vs. -0.2+/-4.5 kg). The percentage of people with any type of dysglycaemia (IFG/IGT) was lower after the intervention (68.0% at baseline vs. 53.6% 1 year later, P=0.009); 5.6% developed diabetes. CONCLUSIONS The implementation of a lifestyle intervention programme to prevent T2DM in the community is practical and feasible, accompanied by favourable lifestyle changes. Recruitment from workplaces was the most successful strategy.
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Affiliation(s)
- K Makrilakis
- First Department of Propaedeutic Medicine, Athens University Medical School, Laiko General Hospital, Athens, Greece.
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Penn L, White M, Oldroyd J, Walker M, Alberti KGMM, Mathers JC. Prevention of type 2 diabetes in adults with impaired glucose tolerance: the European Diabetes Prevention RCT in Newcastle upon Tyne, UK. BMC Public Health 2009; 9:342. [PMID: 19758428 PMCID: PMC2760530 DOI: 10.1186/1471-2458-9-342] [Citation(s) in RCA: 102] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2009] [Accepted: 09/16/2009] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Diabetes prevalence is increasing. The Finnish Diabetes Prevention Study (DPS) showed a 58% reduction in Type 2 Diabetes (T2D) incidence in adults with impaired glucose tolerance (IGT). The European Diabetes Prevention Study (EDIPS) extends the DPS to different European populations, using the same study design. In the Newcastle arm of this study (EDIPS-Newcastle), we tested the hypothesis that T2D can be prevented by lifestyle intervention and explored secondary outcomes in relation to diabetes incidence. METHODS We recruited 102 participants (42 men and 60 women, mean age 57 years, mean BMI 34 kgm-2) with IGT to EDIPS-Newcastle and randomised to Intervention and usual care Control groups. The intervention included individual motivational interviewing aimed at: weight reduction, increase in physical activity, fibre and carbohydrate intake and reduction of fat intake (secondary outcomes). The primary outcome was diagnosis of T2D. RESULTS Mean duration of follow-up was 3.1 years. T2D was diagnosed in 16 participants (I = 5, C = 11). Absolute incidence of T2D was 32.7 per 1000 person-years in the Intervention-group and 67.1 per 1000 person-years in the Control-group. The overall incidence of diabetes was reduced by 55% in the Intervention-group, compared with the Control-group: RR 0.45 (95%CI 0.2 to 1.2).Explanatory survival analysis of secondary outcomes showed that those who sustained beneficial changes for two or more years reduced their risk of developing T2D. CONCLUSION Our results are consistent with other diabetes prevention trials. This study was designed as part of a larger study and although the sample size limits statistical significance, the results contribute to the evidence that T2D can be prevented by lifestyle changes in adults with IGT. In explanatory analysis small sustained beneficial changes in weight, physical activity or dietary factors were associated with reduction in T2D incidence. TRIAL REGISTRATION International Standard Randomised Controlled Trial Number registry (ISRCTN) Registry number: ISRCTN15670600. (http://www.controlled-trials.com/isrctn/search.html?srch=15670600&sort=3&dir=desc&max=10).
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Affiliation(s)
- Linda Penn
- Public Health Research Programme, Institute of Health and Society, Newcastle University, Newcastle upon Tyne, NE24HH, UK
- Human Nutrition Research Centre, Institute for Ageing and Health, Newcastle University, Newcastle upon Tyne, NE24HH, UK
- Diabetes Research Group, Newcastle University, Newcastle upon Tyne, NE24HH, UK
| | - Martin White
- Public Health Research Programme, Institute of Health and Society, Newcastle University, Newcastle upon Tyne, NE24HH, UK
- Human Nutrition Research Centre, Institute for Ageing and Health, Newcastle University, Newcastle upon Tyne, NE24HH, UK
- Diabetes Research Group, Newcastle University, Newcastle upon Tyne, NE24HH, UK
| | - John Oldroyd
- Medicine, Nursing and Health Sciences, Monash University, Victoria 3800, Australia
| | - Mark Walker
- Diabetes Research Group, Newcastle University, Newcastle upon Tyne, NE24HH, UK
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, NE24HH, UK
| | - K George MM Alberti
- Diabetes Research Group, Newcastle University, Newcastle upon Tyne, NE24HH, UK
- Department of Endocrinology and Metabolism, St Mary's Hospital and Imperial College, University of London, London, W2 1NY, UK
| | - John C Mathers
- Human Nutrition Research Centre, Institute for Ageing and Health, Newcastle University, Newcastle upon Tyne, NE24HH, UK
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Balducci S, Zanuso S, Fernando F, Fallucca S, Fallucca F, Pugliese G. Physical activity/exercise training in type 2 diabetes. The role of the Italian Diabetes and Exercise Study. Diabetes Metab Res Rev 2009; 25 Suppl 1:S29-33. [PMID: 19662617 DOI: 10.1002/dmrr.985] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Cardiorespiratory fitness is inversely related to the development of type 2 diabetes and cardiovascular morbidity and mortality. Trials in individuals with impaired glucose tolerance have highlighted the role of physical activity/exercise in the prevention of type 2 diabetes. Moreover, physical activity and exercise training have been recognized as treatment options for patients with type 2 diabetes. Both aerobic and resistance training were shown to produce beneficial effects by reducing HbA(1c), inducing weight loss and improving fat distribution, lipid profile and blood pressure in patients with type 2 diabetes. Mixed aerobic and resistance training was recently shown to be more effective than either one alone in ameliorating HbA(1c). However, further research is needed to establish the volume, intensity and type of exercise that are required to reduce cardiovascular burden and particularly to define the best strategy for promoting long-term compliance and durable lifestyle changes in individuals with type 2 diabetes. The Italian Diabetes Exercise Study (IDES) is a prospective Italian multicentre randomized controlled trial, of larger size and longer duration than previously published trials. It has been designed to assess the combined effect of structured counselling and supervised mixed (aerobic plus resistance) exercise training, as compared with counselling alone, on HbA(1c) and other cardiovascular risk factors as well as fitness parameters in individuals with type 2 diabetes and the metabolic syndrome. This study was also aimed at testing a sustainable strategy for promoting and maintaining a sufficient level of physical activity among individuals with type 2 diabetes to be implemented at the population level.
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Affiliation(s)
- S Balducci
- Metabolic Fitness Association, Via Nomentana, 27 - 00015 Monterotondo (Rome), Italy.
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Fontbonne A, Diouf I, Baccara-Dinet M, Eschwege E, Charles MA. Effects of 1-year treatment with metformin on metabolic and cardiovascular risk factors in non-diabetic upper-body obese subjects with mild glucose anomalies: a post-hoc analysis of the BIGPRO1 trial. DIABETES & METABOLISM 2009; 35:385-91. [PMID: 19665415 DOI: 10.1016/j.diabet.2009.03.005] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 01/22/2009] [Revised: 03/27/2009] [Accepted: 03/27/2009] [Indexed: 01/24/2023]
Abstract
AIM Metformin has recently been considered as a possible pharmacological complement to lifestyle measures for preventing type 2 diabetes in high-risk subjects. However, little is known of its effects on metabolic and cardiovascular risk factors in non-diabetic subjects. METHODS The BIGPRO1 trial was a 1-year multicentre, randomized, double-blind, controlled clinical trial of metformin versus placebo, carried out in the early 1990s, in 457 upper-body obese non-diabetic subjects with no cardiovascular diseases or contraindications to metformin. We compared the changes (1-year minus baseline) in cardiometabolic risk factors between treatment groups in two subsets of trial subjects: those with impaired fasting glucose (IFG) or impaired glucose tolerance (IGT) (n=101); and those who fulfilled the inclusion criteria of the Diabetes Prevention Program (DPP) (n=51). Comparisons were adjusted for age and gender. RESULTS In the IFG/IGT subset, significant differences in 1-year changes were observed for systolic blood pressure, which decreased markedly more in the metformin group than in the placebo group (P<0.003), and for fasting plasma glucose, and total and LDL cholesterol, which decreased slightly in the metformin group, but increased in the placebo group (P<0.04). Similar results were observed in the subset with DPP criteria. Also, there were no significant differences in 1-year changes for weight, waist-to-hip ratio, 2-h post-load blood glucose, fasting and 2-h post-load insulin, HDL cholesterol, triglycerides and fibrinolytic markers between the two treatment groups. CONCLUSION In subjects at high risk of developing diabetes, the use of metformin showed beneficial and no untoward effects on cardiometabolic risk factors.
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Affiliation(s)
- A Fontbonne
- UMR 204 IRD/UM1/UM2/SupAgro, centre IRD de Montpellier, Montpellier, France.
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Kulzer B, Hermanns N, Gorges D, Schwarz P, Haak T. Prevention of diabetes self-management program (PREDIAS): effects on weight, metabolic risk factors, and behavioral outcomes. Diabetes Care 2009; 32:1143-6. [PMID: 19509014 PMCID: PMC2699739 DOI: 10.2337/dc08-2141] [Citation(s) in RCA: 79] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2008] [Accepted: 03/06/2009] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To evaluate the efficacy of the group program PREDIAS for diabetes prevention. RESEARCH DESIGN AND METHODS PREDIAS consists of 12 lessons and aims at lifestyle modification. The control group received written information about diabetes prevention. In this study, a total of 182 persons with an elevated diabetes risk participated (aged 56.3 +/- 10.1 years, 43% female, and BMI 31.5 +/- 5.3 kg/m(2)). RESULTS After 12 months, weight loss was significantly higher (P = 0.001) in PREDIAS than in the control group (-3.8 +/- 5.2 vs. -1.4 +/- 4.09 kg). There were also significant effects (P = 0.001) on fasting glucose (control group 1.8 +/- 13.1 mg/dl vs. PREDIAS -4.3 +/- 11.3 mg/dl), duration of physical activity per week (control group 17.9 +/- 63.8 min vs. PREDIAS 46.6 +/- 95.5 min; P = 0.03), and eating behavior. CONCLUSIONS PREDIAS significantly modified lifestyle factors associated with an elevated diabetes risk.
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Affiliation(s)
- Bernhard Kulzer
- Research Institute of the Diabetes Academy Mergentheim and Diabetes Centre Mergentheim, Bad Mergentheim, Germany
| | - Norbert Hermanns
- Research Institute of the Diabetes Academy Mergentheim and Diabetes Centre Mergentheim, Bad Mergentheim, Germany
| | - Daniela Gorges
- Research Institute of the Diabetes Academy Mergentheim and Diabetes Centre Mergentheim, Bad Mergentheim, Germany
| | - Peter Schwarz
- Department of Medicine, University of Dresden, Carl Gustav Carus, Dresden, Germany
| | - Thomas Haak
- Research Institute of the Diabetes Academy Mergentheim and Diabetes Centre Mergentheim, Bad Mergentheim, Germany
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Schwarz PEH, Li J, Reimann M, Schutte AE, Bergmann A, Hanefeld M, Bornstein SR, Schulze J, Tuomilehto J, Lindström J. The Finnish Diabetes Risk Score is associated with insulin resistance and progression towards type 2 diabetes. J Clin Endocrinol Metab 2009; 94:920-6. [PMID: 19106274 DOI: 10.1210/jc.2007-2427] [Citation(s) in RCA: 67] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
OBJECTIVE The Finnish Diabetes Risk Score (FINDRISC) questionnaire is a practical screening tool to estimate the diabetes risk and the probability of asymptomatic type 2 diabetes. In this study we evaluated the usefulness of the FINDRISC to predict insulin resistance in a population at increased diabetes risk. DESIGN Data of 771 and 526 participants in a cross-sectional survey (1996) and a cohort study (1997-2000), respectively, were used for the analysis. Data on the FINDRISC and oral glucose tolerance test parameters were available from each participant. The predictive value of the FINDRISC was cross-sectionally evaluated using the area under the curve-receiver operating characteristics method and by correlation analyses. A validation of the cross-sectional results was performed on the prospective data from the cohort study. RESULTS The FINDRISC was significantly correlated with markers of insulin resistance. The receiver operating characteristics-area under the curve for the prediction of a homeostasis model assessment insulin resistance index of more than five was 0.78 in the cross-sectional survey and 0.74 at baseline of the cohort study. Moreover, the FINDRISC at baseline was significantly associated with disease evolution (P < 0.01), which was defined as the change of glucose tolerance during the 3 yr follow-up. CONCLUSIONS The results indicate that the FINDRISC can be applied to detect insulin resistance in a population at high risk for type 2 diabetes and predict future impairment of glucose tolerance.
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Affiliation(s)
- Peter E H Schwarz
- Medical Faculty Carl-Gustav-Carus of Technical University Dresden, Medical Clinic III, Building 10, Room 108, Fetscherstrasse 74, 01309 Dresden, Germany.
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An update on preventive and regenerative therapies in diabetes mellitus. Pharmacol Ther 2008; 121:317-31. [PMID: 19168093 DOI: 10.1016/j.pharmthera.2008.11.009] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2008] [Accepted: 11/26/2008] [Indexed: 01/09/2023]
Abstract
Type 1A (immune-mediated) and type 2 diabetes mellitus are two of the most common severe chronic illnesses, affecting over 230 million people worldwide with an estimated global prevalence of 5.1%. Although type 1 and type 2 diabetes differ greatly in modes of pathogenesis, these illnesses share a common pathology and consequences characterized by loss of functional beta-cell mass and subsequent dysregulation of carbohydrate and lipid metabolism. Since therapy for diabetes and the associated complications poses enormous public health and economic burdens, novel preventive and regenerative therapies have emerged in the past decade with the aim to preserve beta-cell mass and delay the onset of diabetes. The goal of this review is to provide a comprehensive overview of current efforts in the fight against diabetes, and attempts to document all strategies that have emerged in clinical studies within the past 25 years. First, strategies to identify individuals at risk, ranging from whole-genome scans to autoantibody screening, will be discussed. Second, novel approaches to prevent or delay the onset of disease will be covered. Particular focus is given on emerging strategies for individuals at risk for type 1 diabetes that target T-cell regulation and induction of tolerance, while new pharmaceutical concepts in combination with lifestyle interventions are discussed within the scope of type 2 diabetes prevention. Lastly, important efforts to halt disease progression with emphasis on beta-cell regeneration are presented.
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Rothe U, Müller G, Schwarz PEH, Seifert M, Kunath H, Koch R, Bergmann S, Julius U, Bornstein SR, Hanefeld M, Schulze J. Evaluation of a diabetes management system based on practice guidelines, integrated care, and continuous quality management in a Federal State of Germany: a population-based approach to health care research. Diabetes Care 2008; 31:863-8. [PMID: 18332161 DOI: 10.2337/dc07-0858] [Citation(s) in RCA: 75] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The aim of this study was to evaluate the Saxon Diabetes Management Program (SDMP), which is based on integrated practice guidelines, shared care, and integrated quality management. The SDMP was implemented into diabetes contracts between health insurance providers, general practitioners (GPs), and diabetes specialized practitioners (DSPs) unified in the Saxon association of Statutory Health Insurance Physicians. RESEARCH DESIGN AND METHODS The evaluation of the SDMP in Germany represents a real-world study by using clinical data collected from participating physicians. Between 2000 and 2002 all DSPs and about 75% of the GPs in Saxony participated. Finally, 291,771 patients were included in the SDMP. Cross-sectional data were evaluated at the beginning of 2000 (group A1) and at the end of 2002 (group A2). A subcohort of 105,204 patients was followed over a period of 3 years (group B). RESULTS The statewide implementation of the SDMP resulted in a change in therapeutic practice and in better cooperation. The median A1C at the time of referral to DSPs decreased from 8.5 to 7.5%, and so did the overall mean. At the end, 78 and 61% of group B achieved the targets for A1C and blood pressure, respectively, recommended by the guidelines compared with 69 and 50% at baseline. Patients with poorly controlled diabetes benefited the most. Preexisting regional differences were aligned. CONCLUSIONS Integrated care disease management with practicable integrated quality management including collaboration between GPs and specialist services is a significant innovation in chronic care management and an efficient way to improve diabetes care continuously.
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Affiliation(s)
- Ulrike Rothe
- Institute for Medical Informatics and Biometrics, Medical Faculty Carl Gustav Carus, Technical University of Dresden, Dresden, Germany.
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Schwarz PEH, Towers GW, van der Merwe A, Perez-Perez L, Rheeder P, Schulze J, Bornstein SR, Licinio J, Wong ML, Schutte AE, Olckers A. Global meta-analysis of the C-11377G alteration in the ADIPOQ gene indicates the presence of population-specific effects: challenge for global health initiatives. THE PHARMACOGENOMICS JOURNAL 2008; 9:42-8. [DOI: 10.1038/tpj.2008.2] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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Schwarz PEH, Gruhl U, Bornstein SR, Landgraf R, Hall M, Tuomilehto J. The European perspective on diabetes prevention: development and Implementation of A European Guideline and training standards for diabetes prevention (IMAGE). Diab Vasc Dis Res 2007; 4:353-7. [PMID: 18158707 DOI: 10.3132/dvdr.2007.064] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The prevalence of type 2 diabetes has increased dramatically in Europe, particularly in younger people. Nevertheless, jointly developed prevention strategies are still lacking. The development and Implementation of A European Guideline and training standards for diabetes prevention (IMAGE) project was initiated by the Technical University Dresden in response to this major public health concern of the European Union. Within the IMAGE project, four specific objectives will be developed and implemented into clinical practice: a) joint European guidelines; b) a European training curriculum for prevention managers; c) European standards for quality control of diabetes prevention programmes; and d) a European e-health training portal for prevention managers. This three-year-project began in June 2007. At the time of writing, 32 institutions from 16 countries have become involved. The development of competent guidelines and education programmes, as well as the establishment of quality standards for the primary prevention of type 2 diabetes, should significantly enhance the ability of healthcare professionals to respond swiftly to its drastic increase and its burden to society.
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Affiliation(s)
- Peter E H Schwarz
- Department of Internal Medicine III, Clinic for Endocrinology, Diabetes and Metabolism, Technical University Dresden, Medical Faculty Carl Gustav Carus, Fetscherstrasse 74, 01307 Dresden, Germany.
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Schwarz PEH, Li J, Lindström J, Bergmann A, Gruhl U, Saaristo T, Tuomilehto J. How should the clinician most effectively prevent type 2 diabetes in the obese person at high risk? Curr Diab Rep 2007; 7:353-62. [PMID: 18173968 DOI: 10.1007/s11892-007-0058-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The dramatic increase in newly diagnosed cases of type 2 diabetes (T2D) has developed into a major public health concern worldwide. Conversely, several clinical studies have demonstrated that preventive efforts can significantly reduce the risk of developing diabetes. There is a clear consensus that action is needed to develop targeted community-based prevention programs and strategies for T2D. Currently, numerous prevention management concepts that can be implemented into clinical practice exist in various countries. Finland is the pioneer country in implementing community-wide diabetes prevention programs. Nevertheless, population-based nationwide strategies are still lacking in virtually all countries. We report on intervention strategies to prevent T2D in people with increased diabetes risk, as well as strategies on how to implement diabetes prevention programs into the real world of public health or clinical care. The implementation of managed prevention concepts will realistically help to improve the ability to prevent T2D in the public health framework.
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Affiliation(s)
- Peter E H Schwarz
- Department of Public Health, University of Helsinki, Mannerheimintie 172, 00300 Helsinki, Finland
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Development and Implementation of A European Guideline and Training Standards for Diabetes Prevention-The IMAGE project. J Public Health (Oxf) 2007. [DOI: 10.1007/s10389-007-0145-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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Schwarz PEH, Li J, Wegner H, Bornstein SR, Lindström J, Tuomilehto J. An accurate risk score based on anthropometric, dietary, and lifestyle factors to predict the development of type 2 diabetes: response to Schulze et al. Diabetes Care 2007; 30:e87; author reply e88. [PMID: 17855272 DOI: 10.2337/dc07-0682] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
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Schwarz PEH, Gruhl U, Schulze J, Bornstein SR, Landgraf R, Hauner H. Prävention des Diabetes mellitus. ACTA ACUST UNITED AC 2007. [DOI: 10.1007/s12082-007-0028-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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