Screening strategies for dysglycaemia in relation to cardiovascular risk
Author: Shahim, Bahira
Date: 2019-02-08
Location: Rolf Lufts Auditorium (L1:00), Karolinska Universitetssjukhuset, Solna
Time: 09.00
Department: Inst för medicin, Solna / Dept of Medicine, Solna
View/ Open:
Thesis (2.348Mb)
Abstract
Background: Dysglycaemia, defined as type 2 diabetes (T2DM) or impaired glucose tolerance (IGT), is a major risk factor for cardiovascular disease (CVD). Dysglycaemia and CVD together account for more than half of worldwide mortality. Despite abundant evidence stressing the need for early detection and improved cardiovascular prevention in patients with dysglycaemia, approximately 50% of people with T2DM are undiagnosed. The early identification of dysglycaemia is key to initiating lifestyle changes and pharmacological interventions successfully to prevent cardiovascular complications.
Aims: The general aim of this thesis was to evaluate different screening strategies for dysglycaemia with respect to CVD. There were four specific goals. 1) Compare the prognostic value of fasting plasma glucose (FPG), 2h postload glucose (2hPG) and HbA1c in patients with coronary artery disease (CAD) (Study I). 2) Study the prevalence of dysglycaemia in people treated for hypertension and/or dyslipidaemia but without CVD and examine whether using the Finnish Diabetes Risk Score (FINDRISC) decreases the need for blood tests in this patient population (Study II). 3) Examine the effectiveness of different outreach strategies to detect people at high risk of T2DM and/or CVD using FINDRISC (Study III). 4) Study the accuracy of a point-of-care technique used for glucose measurement compared with laboratory-based methods (Study IV).
Methods: Studies I and II were based on data from the EUROASPIRE IV survey, a multicentre study of two large cohorts of patients, providing both questionnaire data and blood samples: one patient cohort with established CVD and one with hypertension and/or dyslipidaemia but without established CVD. In Study III, FINDRISC questionnaire data were collected through several outreach channels in the municipality of Södertälje. Response rate, risk level and cost effectiveness were compared across channels. In Study IV, glucose measurement data from the same patients using different laboratory methods were obtained from the EUROASPIRE V survey.
Results: In Study I, 4,004 patients with CAD but no history of dysglycaemia at baseline were followed for a median of 2.03 years. The 2hPG was a significant predictor of future cardiovascular events (p=0.01) in contrast to FPG (p=0.45) or HbA1c (p=0.36). In Study II, of 2,395 patients with hypertension and/or dyslipidaemia but no history of dysglycaemia, 19% had undetected T2DM and 20% IGT. Contrary to the hypothesis, a relatively large proportion of patients with low FINDRISC scores had dysglycaemia. In Study III, the highest response rate to the FINDRISC was obtained through workplaces. The largest proportion of individuals at high risk (≥15/26 points) were outreached through the Syrian Orthodox church. The cost of identifying a person at high risk varied greatly depending on the choice of outreach strategy. Finally, in Study IV, glucose values obtained from the HemoCue® point-of-care system correlated well with gold standard hospital laboratory measurements (FPG r=0.94 and 2hPG r=0.96; p<0.05) in CAD patients in the EUROASPIRE V survey.
Conclusions: Future cardiovascular events were only predicted by 2hPG in the present cohort of CAD patients. A large proportion of patients with CVD risk factors but without established CVD had undetected dysglycaemia. The use of the FINDRISC did not reduce the need for blood testing in patients with hypertension and/or dyslipidaemia. The outreach strategy affected participation rate, risk level and cost in a large-scale dysglycaemia screening. The HemoCue® point-of-care system is accurate for dysglycaemia screening, which should save time and costs when performing OGTT.
Aims: The general aim of this thesis was to evaluate different screening strategies for dysglycaemia with respect to CVD. There were four specific goals. 1) Compare the prognostic value of fasting plasma glucose (FPG), 2h postload glucose (2hPG) and HbA1c in patients with coronary artery disease (CAD) (Study I). 2) Study the prevalence of dysglycaemia in people treated for hypertension and/or dyslipidaemia but without CVD and examine whether using the Finnish Diabetes Risk Score (FINDRISC) decreases the need for blood tests in this patient population (Study II). 3) Examine the effectiveness of different outreach strategies to detect people at high risk of T2DM and/or CVD using FINDRISC (Study III). 4) Study the accuracy of a point-of-care technique used for glucose measurement compared with laboratory-based methods (Study IV).
Methods: Studies I and II were based on data from the EUROASPIRE IV survey, a multicentre study of two large cohorts of patients, providing both questionnaire data and blood samples: one patient cohort with established CVD and one with hypertension and/or dyslipidaemia but without established CVD. In Study III, FINDRISC questionnaire data were collected through several outreach channels in the municipality of Södertälje. Response rate, risk level and cost effectiveness were compared across channels. In Study IV, glucose measurement data from the same patients using different laboratory methods were obtained from the EUROASPIRE V survey.
Results: In Study I, 4,004 patients with CAD but no history of dysglycaemia at baseline were followed for a median of 2.03 years. The 2hPG was a significant predictor of future cardiovascular events (p=0.01) in contrast to FPG (p=0.45) or HbA1c (p=0.36). In Study II, of 2,395 patients with hypertension and/or dyslipidaemia but no history of dysglycaemia, 19% had undetected T2DM and 20% IGT. Contrary to the hypothesis, a relatively large proportion of patients with low FINDRISC scores had dysglycaemia. In Study III, the highest response rate to the FINDRISC was obtained through workplaces. The largest proportion of individuals at high risk (≥15/26 points) were outreached through the Syrian Orthodox church. The cost of identifying a person at high risk varied greatly depending on the choice of outreach strategy. Finally, in Study IV, glucose values obtained from the HemoCue® point-of-care system correlated well with gold standard hospital laboratory measurements (FPG r=0.94 and 2hPG r=0.96; p<0.05) in CAD patients in the EUROASPIRE V survey.
Conclusions: Future cardiovascular events were only predicted by 2hPG in the present cohort of CAD patients. A large proportion of patients with CVD risk factors but without established CVD had undetected dysglycaemia. The use of the FINDRISC did not reduce the need for blood testing in patients with hypertension and/or dyslipidaemia. The outreach strategy affected participation rate, risk level and cost in a large-scale dysglycaemia screening. The HemoCue® point-of-care system is accurate for dysglycaemia screening, which should save time and costs when performing OGTT.
List of papers:
I. Shahim B, De Bacquer D, De Backer G, Gyberg V, Kotseva K, Mellbin L Schnell O, Tuomilehto J, Wood D, Rydén L. The prognostic value of Fasting Plasma Glucose, Two-hour Postload Glucose and HbA1c in patients with coronary artery disease: A report from EUROASPIRE IV: a survey from the European Society of Cardiology. Diabetes Care. 2017 Sep;40(9):1233-1240.
Fulltext (DOI)
Pubmed
View record in Web of Science®
II. Shahim B, Gyberg V, De Bacquer D, Kotseva K, De Backer G, Schnell O, Tuomilehto J, Wood D, Rydén L. Undetected dysglycaemia common in primary care patients treated for hypertension and/or dyslipidaemia: On the need for a screening strategy in clinical practice. A report from EUROASPIRE IV, a registry from the EuroObservational Research Programme of the European Society of Cardiology. Cardiovascular Diabetology. 2018 Jan 24;17(1):21.
Fulltext (DOI)
Pubmed
View record in Web of Science®
III. Shahim B, Bolt Christmas O, Gyberg V, Hasselberg S, Mellbin L, Rydén L. Effectiveness of different outreach strategies to identify individuals at high risk for diabetes in a heterogeneous population: A study of the Södertälje municipality in Sweden. European Journal of Preventive Cardiology. 2018 Dec;25(18):1990-1999.
Fulltext (DOI)
Pubmed
View record in Web of Science®
IV. Shahim B, Kjellström B, Gyberg V, Jennings C, Smetana S, Rydén L. The Accuracy of Point-of-care Equipment for Glucose Measurement in Screening for Dysglycaemia in patients with Coronary Artery Disease. A report from EUROASPIRE V, a registry from the EuroObservational Research Programme of the European Society of Cardiology. Diabetes Technology & Therapeutics. 2018 Sep;20(9):596-602.
Fulltext (DOI)
Pubmed
View record in Web of Science®
I. Shahim B, De Bacquer D, De Backer G, Gyberg V, Kotseva K, Mellbin L Schnell O, Tuomilehto J, Wood D, Rydén L. The prognostic value of Fasting Plasma Glucose, Two-hour Postload Glucose and HbA1c in patients with coronary artery disease: A report from EUROASPIRE IV: a survey from the European Society of Cardiology. Diabetes Care. 2017 Sep;40(9):1233-1240.
Fulltext (DOI)
Pubmed
View record in Web of Science®
II. Shahim B, Gyberg V, De Bacquer D, Kotseva K, De Backer G, Schnell O, Tuomilehto J, Wood D, Rydén L. Undetected dysglycaemia common in primary care patients treated for hypertension and/or dyslipidaemia: On the need for a screening strategy in clinical practice. A report from EUROASPIRE IV, a registry from the EuroObservational Research Programme of the European Society of Cardiology. Cardiovascular Diabetology. 2018 Jan 24;17(1):21.
Fulltext (DOI)
Pubmed
View record in Web of Science®
III. Shahim B, Bolt Christmas O, Gyberg V, Hasselberg S, Mellbin L, Rydén L. Effectiveness of different outreach strategies to identify individuals at high risk for diabetes in a heterogeneous population: A study of the Södertälje municipality in Sweden. European Journal of Preventive Cardiology. 2018 Dec;25(18):1990-1999.
Fulltext (DOI)
Pubmed
View record in Web of Science®
IV. Shahim B, Kjellström B, Gyberg V, Jennings C, Smetana S, Rydén L. The Accuracy of Point-of-care Equipment for Glucose Measurement in Screening for Dysglycaemia in patients with Coronary Artery Disease. A report from EUROASPIRE V, a registry from the EuroObservational Research Programme of the European Society of Cardiology. Diabetes Technology & Therapeutics. 2018 Sep;20(9):596-602.
Fulltext (DOI)
Pubmed
View record in Web of Science®
Institution: Karolinska Institutet
Supervisor: Rydén, Lars
Co-supervisor: Gyberg, Viveca; Mellbin, Linda
Issue date: 2019-01-16
Rights:
Publication year: 2019
ISBN: 978-91-7831-255-9
Statistics
Total Visits
Views | |
---|---|
Screening ... | 325 |
Screening ...(legacy) | 183 |
Total Visits Per Month
September 2023 | October 2023 | November 2023 | December 2023 | January 2024 | February 2024 | March 2024 | |
---|---|---|---|---|---|---|---|
Screening ... | 4 | 4 | 0 | 3 | 8 | 4 | 10 |
File Visits
Views | |
---|---|
Thesis_Bahira_Shahim.pdf | 627 |
Thesis_Bahira_Shahim.pdf(legacy) | 131 |
null(legacy) | 1 |
Top country views
Views | |
---|---|
Sweden | 141 |
United States | 141 |
China | 55 |
Germany | 35 |
Ireland | 12 |
Finland | 9 |
Singapore | 7 |
Denmark | 5 |
France | 5 |
United Kingdom | 5 |
Top cities views
Views | |
---|---|
Ashburn | 80 |
Stockholm | 48 |
Hangzhou | 22 |
Mountain View | 13 |
Shanghai | 11 |
Huddinge | 10 |
Dublin | 8 |
Beijing | 7 |
Bromma | 7 |
Singapore | 7 |