316 results on '"Henk J G Bilo"'
Search Results
2. Distribution of care expenditures for men and women with type 2 diabetes treated in primary care in the Netherlands: a case–control study (ZODIAC-59)
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Henk J G Bilo, M R J Mevissen, Rose Julie Geurten, S H Hendriks, Arianne Elissen, and Peter Ruben van Dijk
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Medicine - Published
- 2022
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3. Two-year use of flash glucose monitoring is associated with sustained improvement of glycemic control and quality of life (FLARE-NL-6)
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Henk J G Bilo, Mireille A Edens, Reinold O B Gans, Annel Lameijer, and Marion J Fokkert
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Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Published
- 2021
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4. Serum calcification propensity is associated with HbA1c in type 2 diabetes mellitus
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Henk J G Bilo, Peter R van Dijk, Amarens van der Vaart, Rik Mencke, Andreas Pasch, Geert Harms, and Jan-Luuk Hillebrands
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Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
Introduction Serum calcification propensity is emerging as an independent predictor for cardiovascular outcomes in high-risk populations. Calcification propensity can be monitored by the maturation time of calciprotein particles in serum (T50 test). A low T50 value is an independent determinant of cardiovascular morbidity and mortality in various populations. Aim was to investigate the T50 and its relationship to type 2 diabetes mellitus.Research design and methods Using nephelometry, serum T50 was cross-sectionally measured in 932 stable patients with type 2 diabetes mellitus (55% male) with a median age of 66 (62–75) years, diabetes duration of 6.5 (3.0–10.2) years and hemoglobin A1c (HbA1c) of 49 (44–54) mmol/mol.Results Serum T50 was normally distributed with a mean value of 261±66 min. In linear regression, serum T50 was lower in women and current smokers. A lower T50 value was found in patients with a higher HbA1c or higher systolic blood pressure, insulin users and patients with a longer history of diabetes. The association with HbA1c was independent of other determinants in multivariable analysis. There was no association between T50 and previous macrovascular events or the presence of microvascular disease.Conclusions Serum calcification propensity is independently associated with glycemic control, suggesting that a lower HbA1c may be associated with better cardiovascular outcomes. Retrospective analysis could not establish an association between a history of macrovascular events and T50, and prospective studies will have to be performed to address this hypothesis.Trial registration number NCT01570140.
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- 2021
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5. Population-based screen-detected type 2 diabetes mellitus is associated with less need for insulin therapy after 10 years
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Henk den Ouden, Lois A Daamen, and Henk J G Bilo
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Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
IntroductionWith increased duration of type 2 diabetes, most people have a growing need of glucose-lowering medication and eventually might require insulin. Presumptive evidence is reported that early detection (eg, by population-based screening) and treatment of hyperglycemia will postpone the indication for insulin treatment. A treatment legacy effect of population-based screening for type 2 diabetes of about 3 years is estimated. Therefore, we aim to compare insulin prescription and glycemic control in people with screen-detected type 2 diabetes after 10 years with data from people diagnosed with type 2 diabetes seven (treatment legacy effect) and 10 years before during care-as-usual.Research design and methodsThree cohorts were compared: one screen-detected cohort with 10 years diabetes duration (Anglo-Danish-Dutch study of Intensive Treatment in People with Screen-Detected Diabetes in Primary care (ADDITION-NL): n=391) and two care-as-usual cohorts, one with 7-year diabetes duration (Groningen Initiative to Analyze Type 2 Diabetes Treatment (GIANTT) and Zwolle Outpatient Diabetes project Integrating Available Care (ZODIAC): n=4473) and one with 10-year diabetes duration (GIANTT and ZODIAC: n=2660). Insulin prescription (primary outcome) and hemoglobin A1c (HbA1c) of people with a known diabetes duration of 7 years or 10 years at the index year 2014 were compared using regression analyses.ResultsInsulin was prescribed in 10.5% (10-year screen detection), 14.7% (7-year care-as-usual) and 19.0% (10-year care-as-usual). People in the 7-year and 10-year care-as-usual groups had a 1.5 (95% CI 1.0 to 2.1) and 1.8 (95% CI 1.3 to 2.7) higher adjusted odds for getting insulin prescribed than those after screen detection. Lower HbA1c values were found 10 years after screen detection (mean 50.1 mmol/mol (6.7%) vs 51.8 mmol/mol (6.9%) and 52.8 mmol/mol (7.0%)), compared with 7 years and 10 years after care-as-usual (MDadjusted: 1.6 mmol/mol (95% CI 0.6 to 2.6); 0.1% (95% CI 0.1 to 0.2) and 1.8 mmol/mol (95% CI 0.7 to 2.9); and 0.2% (95% CI 0.1 to 0.3)).ConclusionPopulation-based screen-detected type 2 diabetes is associated with less need for insulin after 10 years compared with people diagnosed during care-as-usual. Glycemic control was better after screen detection but on average good in all groups.
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- 2020
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6. Sex differences in obesity related cancer incidence in relation to type 2 diabetes diagnosis (ZODIAC-49).
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Dennis Schrijnders, Steven H Hendriks, Nanne Kleefstra, Pauline A J Vissers, Jeffrey A Johnson, Geertruida H de Bock, Henk J G Bilo, and Gijs W D Landman
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Medicine ,Science - Abstract
Diabetes and obesity seem to be partly overlapping risk factors for the development of obesity-related cancer (mainly breast, prostate and colorectal cancer) in patients with type 2 diabetes (T2DM). In the general population, women have a lower risk for obesity-related cancer compared to men. Previous studies involving cardiovascular disease have shown that T2DM eliminates a female advantage of lower CVD risk in the general population compared to men. It is unclear whether the same could be true for obesity-related cancer. This study aimed to this investigate obesity-related cancer incidence in women and men known with T2DM as compared to the Dutch general population.This study included 69,583 patients with T2DM selected from a prospective primary care cohort, which was linked to the Dutch National Cancer Registry to obtain cancer specific data. Obesity-related cancers included liver, kidney, colorectal, gallbladder, pancreas, ovarian, endometrial, advanced prostate cancer, post-menopausal breast cancer and oesophageal adenocarcinoma. Primary outcome was sex-stratified, age and year of cancer diagnosis adjusted standardized incidence ratios (SIRs) for three time periods: 5 years before, the year after diagnosis and the next 4 years after T2DM diagnosis. The Dutch general population was used as reference group.Women with T2DM were at an increased risk for obesity-related cancer compared to women in the general population already 5 years before diabetes diagnosis (SIR 1.77; 95%CI: 1.63-1.91). In both men and women, there was a peak in obesity-related cancer incidence following diabetes diagnosis (SIR: 1.38; 95%CI 1.11-1.64 and SIR: 2.21; 95%CI 1.94-2.30, respectively). From the second to the fifth year after diabetes diagnosis the obesity-related cancer incidence was higher in women compared to women in the general population (SIR: 2.12; 95%CI 1.94-2.30).Women with T2DM seem to have a substantially higher obesity-related cancer risk. As opposed to men, in women this risk was already increased years before diabetes diagnosis. These results could imply that a relative advantage of women in the general population with regard to cancer risk is lost in women with T2DM.
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- 2018
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7. Is guideline-adherent prescribing associated with quality of life in patients with type 2 diabetes?
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Kirsten P J Smits, Grigory Sidorenkov, Nanne Kleefstra, Steven H Hendriks, Margriet Bouma, Marianne Meulepas, Gerjan Navis, Henk J G Bilo, and Petra Denig
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Medicine ,Science - Abstract
BACKGROUND:Guideline-adherent prescribing for treatment of multiple risk factors in type 2 diabetes (T2D) patients is expected to improve clinical outcomes. However, the relationship to Health-Related Quality of Life (HRQoL) is not straightforward since guideline-adherent prescribing can increase medication burden. OBJECTIVES:To test whether guideline-adherent prescribing and disease-specific medication burden are associated with HRQoL in patients with T2D. METHODS:Cross-sectional study including 1,044 T2D patients from the e-VitaDM/ZODIAC study in 2012 in the Netherlands. Data from the diabetes visit, such as laboratory and physical examinations and prescribed medication, and from two HRQoL questionnaires, the EuroQol 5 Dimensions 3 Levels (EQ5D-3L) and the World Health Organization Well-Being Index (WHO-5) were collected. Twenty indicators assessing prescribing of recommended glucose lowering drugs, statins, antihypertensives and renin-angiotensin-aldosterone system (RAAS)-inhibitors and potentially inappropriate drugs from a validated diabetes indicator set were included. Disease-specific medication burden was assessed using a modified version of the Medication Regimen Complexity Index (MRCI). Associations were tested with regression models, adjusting for age, gender, diabetes duration, comorbidity, body mass index and smoking. RESULTS:The mean MRCI was 7.1, the median EQ5D-3L-score was 0.86 and the mean WHO-5 score was 72. Seven indicators included too few patients and were excluded from the analysis. The remaining thirteen indicators focusing on recommended start, intensification, current and preferred use of glucose lowering drugs, statins, antihypertensives, RAAS inhibitors, and on inappropriate prescribing of glibenclamide and dual RAAS blockade were not significantly associated with HRQoL. Finally, also the MRCI was not associated with HRQoL. CONCLUSIONS:We found no evidence for associations between guideline-adherent prescribing or disease-specific medication burden and HRQoL in T2D patients. This gives no rise to refrain from prescribing intensive treatment in T2D patients as recommended, but the interpretation of these results is limited by the cross-sectional study design and the selection of patients included in some indicators.
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- 2018
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8. Whole Blood Donation Affects the Interpretation of Hemoglobin A1c.
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Angelique Dijkstra, Erna Lenters-Westra, Wim de Kort, Arlinke G Bokhorst, Henk J G Bilo, Robbert J Slingerland, and Michel J Vos
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Medicine ,Science - Abstract
Several factors, including changed dynamics of erythrocyte formation and degradation, can influence the degree of hemoglobin A1c (HbA1c) formation thereby affecting its use in monitoring diabetes. This study determines the influence of whole blood donation on HbA1c in both non-diabetic blood donors and blood donors with type 2 diabetes.In this observational study, 23 non-diabetic blood donors and 21 blood donors with type 2 diabetes donated 475 mL whole blood and were followed prospectively for nine weeks. Each week blood samples were collected and analyzed for changes in HbA1c using three secondary reference measurement procedures.Twelve non-diabetic blood donors (52.2%) and 10 (58.8%) blood donors with type 2 diabetes had a significant reduction in HbA1c following blood donation (reduction >-4.28%, P < 0.05). All non-diabetic blood donors with a normal ferritin concentration predonation had a significant reduction in HbA1c. In the non-diabetic group the maximum reduction was -11.9%, in the type 2 diabetes group -12.0%. When eligible to donate again, 52.2% of the non-diabetic blood donors and 41.2% of the blood donors with type 2 diabetes had HbA1c concentrations significantly lower compared to their predonation concentration (reduction >-4.28%, P < 0.05).Patients with type 2 diabetes contributing to whole blood donation programs can be at risk of falsely lowered HbA1c. This could lead to a wrong interpretation of their glycemic control by their general practitioner or internist.
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- 2017
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9. Within-Sulfonylurea-Class Evaluation of Time to Intensification with Insulin (ZODIAC-43).
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Dennis Schrijnders, Laura C Hartog, Nanne Kleefstra, Klaas H Groenier, Gijs W D Landman, and Henk J G Bilo
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Medicine ,Science - Abstract
Previous studies have shown that many within-class differences exist between sulfonylureas (SUs), however, whether differences exist regarding the time it takes between initiating an SU and the need to intensify treatment with insulin is unclear. The aim of this study was investigate the relationships between the three frequently used sulphonylureas, prescribed as dual therapy next to metformin, and the time needed to treatment intensification with either insulin or oral triple therapy in patients with type 2 diabetes mellitus.Zwolle Outpatient Diabetes project Integrating Available Care (ZODIAC) is a prospective observational cohort study set in primary care in the Netherlands. Annually collected data on diabetes medication and clinical variables within ZODIAC are used to evaluate the primary outcome, time to insulin and secondary outcome, time to either insulin or triple oral therapy. For statistical analysis a time-dependent cox proportional hazard model was used.3507 patients were included in the analysis, with a mean age of 61 (SD 11.4) and a median HbA1c of 6.8% [IQR 6.4-7.4] (50.8 mmol/mol [IQR 46.4-57.4]).The hazard ratio (HR) for the primary endpoint was 1.10 (95% CI 0.78-1.54) for metformin/glimepiride and 0.93 (95% CI 0.67-1.30) for metformin/tolbutamide with metformin/gliclazide as reference group. The HR for the secondary outcome was 1.04 (95% CI 0.78-1.40) and 0.85 (95% CI 0.64-1.13), respectively.In this large Dutch primary care cohort, new users of neither gliclazide, glimepiride nor tolbutamide as dual therapy with metformin, resulted in differences in the time needed for further treatment intensification.
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- 2016
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10. A panel of novel biomarkers representing different disease pathways improves prediction of renal function decline in type 2 diabetes.
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Michelle J Pena, Andreas Heinzel, Georg Heinze, Alaa Alkhalaf, Stephan J L Bakker, Tri Q Nguyen, Roel Goldschmeding, Henk J G Bilo, Paul Perco, Bernd Mayer, Dick de Zeeuw, and Hiddo J Lambers Heerspink
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Medicine ,Science - Abstract
ObjectiveWe aimed to identify a novel panel of biomarkers predicting renal function decline in type 2 diabetes, using biomarkers representing different disease pathways speculated to contribute to the progression of diabetic nephropathy.Research design and methodsA systematic data integration approach was used to select biomarkers representing different disease pathways. Twenty-eight biomarkers were measured in 82 patients seen at an outpatient diabetes center in The Netherlands. Median follow-up was 4.0 years. We compared the cross-validated explained variation (R2) of two models to predict eGFR decline, one including only established risk markers, the other adding a novel panel of biomarkers. Least absolute shrinkage and selection operator (LASSO) was used for model estimation. The C-index was calculated to assess improvement in prediction of accelerated eGFR decline defined as ResultsPatients' average age was 63.5 years and baseline eGFR was 77.9 mL/min/1.73m2. The average rate of eGFR decline was -2.0 ± 4.7 mL/min/1.73m2/year. When modeled on top of established risk markers, the biomarker panel including matrix metallopeptidases, tyrosine kinase, podocin, CTGF, TNF-receptor-1, sclerostin, CCL2, YKL-40, and NT-proCNP improved the explained variability of eGFR decline (R2 increase from 37.7% to 54.6%; p=0.018) and improved prediction of accelerated eGFR decline (C-index increase from 0.835 to 0.896; p=0.008).ConclusionsA novel panel of biomarkers representing different pathways of renal disease progression including inflammation, fibrosis, angiogenesis, and endothelial function improved prediction of eGFR decline on top of established risk markers in type 2 diabetes. These results need to be confirmed in a large prospective cohort.
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- 2015
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11. Sex Differences in the Quality of Diabetes Care in the Netherlands (ZODIAC-45).
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Steven H Hendriks, Kornelis J J van Hateren, Klaas H Groenier, Sebastiaan T Houweling, Angela H E M Maas, Nanne Kleefstra, and Henk J G Bilo
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Medicine ,Science - Abstract
OBJECTIVE:Our aim was to investigate whether trends in quality of diabetes care differ between sexes in the Netherlands from 1998 till 2013. RESEARCH DESIGN AND METHODS:In this prospective observational cohort study quality of care was measured using process and outcome measures in patients with type 2 diabetes in primary care. Trend and absolute differences between sexes were investigated for patients 53 mmol/mol; this decreased to approximately 29% in both sexes in 2013. Patients having a systolic blood pressure >140 mmHg decreased from 70% to 42%, and from 80% to 40% in men and women 20% over 10 years decreased from 15% to 3% in men and from 18% to 3% in women. CONCLUSIONS:Quality of diabetes care has improved considerably in the period 1998-2013 in both sexes. Possibly relevant trend differences between sexes were observed for HbA1c, systolic blood pressure, BMI and smoking. The predicted mortality risk decreased over time in both sexes. Except for BMI in both age groups and systolic blood pressure in patients ≥75 years, no evident poorer risk factor control in women compared to men was found at the end of the study period.
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- 2015
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12. Statin use and cognitive function: population-based observational study with long-term follow-up.
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Hanneke Joosten, Sipke T Visser, Marlise E van Eersel, Ron T Gansevoort, Henk J G Bilo, Joris P Slaets, and Gerbrand J Izaks
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Medicine ,Science - Abstract
We aimed to evaluate the association between statin use and cognitive function. Cognitive function was measured with the Ruff Figural Fluency Test (RFFT; worst score, 0; best score, 175 points) and the Visual Association Test (VAT; low performance, 0-10; high performance, 11-12 points) in an observational study that included 4,095 community-dwelling participants aged 35-82 years. Data on statin use were obtained from a computerized pharmacy database. Analysis were done for the total cohort and subsamples matched on cardiovascular risk (N = 1232) or propensity score for statin use (N = 3609). We found that a total of 904 participants (10%) used a statin. Statin users were older than non-users: mean age (SD) 61 (10) vs. 52 (11) years (p < 0.001). The median duration of statin use was 3.8 (interquartile range, 1.6-4.5) years. Unadjusted, statin users had worse cognitive performance than non-users. The mean RFFT score (SD) in statin users and non-users was 58 (23) and 72 (26) points, respectively (p < 0.001). VAT performance was high in 261 (29%) statin users and 1351 (43%) non-users (p < 0.001). However, multiple regression analysis did not show a significant association of RFFT score with statin use (B, -0.82; 95%CI, -2.77 to 1.14; p = 0.41) nor with statin solubility, statin dose or duration of statin use. Statin users with high doses or long-term use had similar cognitive performance as non-users. This was found in persons with low as well as high cardiovascular risk, and in younger as well as older subjects. Also, the mean RFFT score per quintile of propensity score for statin use was comparable for statin users and non-users. Similar results were found for the VAT score as outcome measure. In conclusion, statin use was not associated with cognitive function. This was independent of statin dose or duration of statin use.
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- 2015
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13. Serum Proenkephalin A Levels and Mortality After Long-Term Follow-Up in Patients with Type 2 Diabetes Mellitus (ZODIAC-32).
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Kornelis J J van Hateren, Gijs W D Landman, Jarinke F H Arnold, Hanneke Joosten, Klaas H Groenier, Gerjan J Navis, Andrea Sparwasser, Stephan J L Bakker, Henk J G Bilo, and Nanne Kleefstra
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Medicine ,Science - Abstract
Two previous studies concluded that proenkephalin A (PENK-A) had predictive capabilities for stroke severity, recurrent myocardial infarction, heart failure and mortality in patients with stroke and myocardial infarction.This study aimed to investigate the value of PENK-A as a biomarker for predicting mortality in patients with type 2 diabetes mellitus.Patients with type 2 diabetes mellitus were included from the prospective observational ZODIAC (Zwolle Outpatient Diabetes project Integrating Available Care) study. The present analysis incorporated two ZODIAC cohorts (1998 and 2001). Since blood was drawn for 1204 out of 1688 patients (71%), and information on relevant confounders was missing in 47 patients, the final sample comprised 1157 patients. Cox proportional hazard models were used for evaluating the relationship between PENK-A and (cardiovascular) mortality. Risk prediction capabilities were assessed with Harrell's C statistics and the integrated discrimination improvement (IDI).After a follow-up period of 14 years, 525 (45%) out of 1157 patients had died, of which 224 (43%) were attributable to cardiovascular factors. Higher Log PENK-A levels were not independently associated with increased (cardiovascular) mortality. Patients with PENK-A values in the highest tertile had a 49% (95%CI 1%-121%) higher risk of cardiovascular mortality compared to patients in the reference category (lowest tertile). C-values were not different after removing PENK-A from the Cox models and there were no significant differences in IDI values.The associations between PENK-A and mortality were strongly attenuated after accounting for all traditional risk factors. Furthermore, PENK-A did not seem to have additional value beyond conventional risk factors when predicting all-cause and cardiovascular mortality.
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- 2015
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14. Comparison of methods for renal risk prediction in patients with type 2 diabetes (ZODIAC-36).
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Ineke J Riphagen, Nanne Kleefstra, Iefke Drion, Alaa Alkhalaf, Merel van Diepen, Qi Cao, Klaas H Groenier, Gijs W D Landman, Gerjan Navis, Henk J G Bilo, and Stephan J L Bakker
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Medicine ,Science - Abstract
Patients with diabetes are at high risk of death prior to reaching end-stage renal disease, but most models predicting the risk of kidney disease do not take this competing risk into account. We aimed to compare the performance of Cox regression and competing risk models for prediction of early- and late-stage renal complications in type 2 diabetes.Patients with type 2 diabetes participating in the observational ZODIAC study were included. Prediction models for (micro)albuminuria and 50% increase in serum creatinine (SCr) were developed using Cox regression and competing risk analyses. Model performance was assessed by discrimination and calibration.During a total follow-up period of 10 years, 183 out of 640 patients (28.6%) with normoalbuminuria developed (micro)albuminuria, and 22 patients (3.4%) died without developing (micro)albuminuria (i.e. experienced the competing event). Seventy-nine out of 1,143 patients (6.9%) reached the renal end point of 50% increase in SCr, while 219 (19.2%) died without developing the renal end point. Performance of the Cox and competing risk models predicting (micro)albuminuria was similar and differences in predicted risks were small. However, the Cox model increasingly overestimated the risk of increase in SCr in presence of a substantial number of competing events, while the performance of the competing risk model was quite good.In this study, we demonstrated that, in case of substantial numbers of competing events, it is important to account for the competing risk of death in renal risk prediction in patients with type 2 diabetes.
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- 2015
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15. Familial Aggregation between the 14th and 21st Century and Type 2 Diabetes Risk in an Isolated Dutch Population.
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Kees L de Visser, Gijs W D Landman, Nanne Kleefstra, Betty Meyboom-de Jong, Wim de Visser, Gerard J te Meerman, and Henk J G Bilo
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Medicine ,Science - Abstract
The development of type 2 diabetes results from an interaction of hereditary factors and environmental factors. This study aimed to investigate the contribution of interrelatedness to the risk of developing type 2 diabetes in an isolated Dutch population.A genealogical database from inhabitants living on the former island Urk between the 14th and 21st century was constructed. In a case-control study, effects of interrelatedness and the risk of type 2 diabetes were estimated with Kinship Coefficients (KCs). Relative risks in first, second, and third degree relatives and spouses of inhabitants with type 2 diabetes were compared to matched controls.Patients with type 2 diabetes were more interrelated, expressed by a higher KC compared to controls (7.2 vs. 5.2, p=0.001). First, second and third degree relatives had an increased risk of developing type 2 diabetes. Second degree relatives had a similar risk,1.7 (1.5-2.0) as third degree relatives,1.8 (1.5-2.2). Spouses of patients with diabetes had a 3.4 (2.7-4.4) higher risk of developing type 2 diabetes.Interrelatedness was higher among inhabitants with type 2 diabetes compared to controls. This differences extended beyond the nuclear family, thereby supporting the hypothesis that interrelatedness contributed to the development of type 2 diabetes on Urk. However, the size of this effect was small and the patterns of risk in first, second and third degree relatives suggested that factors other than interrelatedness were the main contributors to the development of type 2 diabetes on Urk.
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- 2015
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16. Statin use and cognitive function: population-based observational study with long-term follow-up.
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Hanneke Joosten, Sipke T Visser, Marlise E van Eersel, Ron T Gansevoort, Henk J G Bilo, Joris P Slaets, and Gerbrand J Izaks
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Medicine ,Science - Abstract
We aimed to evaluate the association between statin use and cognitive function. Cognitive function was measured with the Ruff Figural Fluency Test (RFFT; worst score, 0; best score, 175 points) and the Visual Association Test (VAT; low performance, 0-10; high performance, 11-12 points) in an observational study that included 4,095 community-dwelling participants aged 35-82 years. Data on statin use were obtained from a computerized pharmacy database. Analysis were done for the total cohort and subsamples matched on cardiovascular risk (N = 1232) or propensity score for statin use (N = 3609). We found that a total of 904 participants (10%) used a statin. Statin users were older than non-users: mean age (SD) 61 (10) vs. 52 (11) years (p
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- 2014
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17. Serum peroxiredoxin 4: a marker of oxidative stress associated with mortality in type 2 diabetes (ZODIAC-28).
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Esther G Gerrits, Alaa Alkhalaf, Gijs W D Landman, Kornelis J J van Hateren, Klaas H Groenier, Joachim Struck, Janin Schulte, Reinold O B Gans, Stephan J L Bakker, Nanne Kleefstra, and Henk J G Bilo
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Medicine ,Science - Abstract
BACKGROUND: Oxidative stress plays an underlying pathophysiologic role in the development of diabetes complications. The aim of this study was to investigate peroxiredoxin 4 (Prx4), a proposed novel biomarker of oxidative stress, and its association with and capability as a biomarker in predicting (cardiovascular) mortality in type 2 diabetes mellitus. METHODS: Prx4 was assessed in baseline serum samples of 1161 type 2 diabetes patients. Cox proportional hazard models were used to evaluate the relationship between Prx4 and (cardiovascular) mortality. Risk prediction capabilities of Prx4 for (cardiovascular) mortality were assessed with Harrell's C statistic, the integrated discrimination improvement and net reclassification improvement. RESULTS: Mean age was 67 and the median diabetes duration was 4.0 years. After a median follow-up period of 5.8 years, 327 patients died; 137 cardiovascular deaths. Prx4 was associated with (cardiovascular) mortality. The Cox proportional hazard models added the variables: Prx4 (model 1); age and gender (model 2), and BMI, creatinine, smoking, diabetes duration, systolic blood pressure, cholesterol-HDL ratio, history of macrovascular complications, and albuminuria (model 3). Hazard ratios (HR) (95% CI) for cardiovascular mortality were 1.93 (1.57 - 2.38), 1.75 (1.39 - 2.20), and 1.63 (1.28 - 2.09) for models 1, 2 and 3, respectively. HR for all-cause mortality were 1.73 (1.50 - 1.99), 1.50 (1.29 - 1.75), and 1.44 (1.23 - 1.67) for models 1, 2 and 3, respectively. Addition of Prx4 to the traditional risk factors slightly improved risk prediction of (cardiovascular) mortality. CONCLUSIONS: Prx4 is independently associated with (cardiovascular) mortality in type 2 diabetes patients. After addition of Prx4 to the traditional risk factors, there was a slightly improvement in risk prediction of (cardiovascular) mortality in this patient group.
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- 2014
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18. Safety and efficacy of gliclazide as treatment for type 2 diabetes: a systematic review and meta-analysis of randomized trials.
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Gijs W D Landman, Geertruide H de Bock, Kornelis J J van Hateren, Peter R van Dijk, Klaas H Groenier, Rijk O B Gans, Sebastiaan T Houweling, Henk J G Bilo, and Nanne Kleefstra
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Medicine ,Science - Abstract
OBJECTIVE AND DESIGN: Gliclazide has been associated with a low risk of hypoglycemic episodes and beneficial long-term cardiovascular safety in observational cohorts. The aim of this study was to assess in a systematic review and meta-analysis of randomized controlled trials the safety and efficacy of gliclazide compared to other oral glucose-lowering agents (PROSPERO2013:CRD42013004156). DATA SOURCES: Medline, EMBASE, Clinicaltrials.gov, Trialregister.nl, Clinicaltrialsregister.eu and the Cochrane database. SELECTION: Included were randomized studies of at least 12 weeks duration with the following outcomes: HbA1c change, incidence of severe hypoglycemia, weight change, cardiovascular events and/or mortality when comparing gliclazide with other oral blood glucose lowering drugs. Bias was assessed with the Cochrane risk of bias tool. The inverse variance random effects model was used. RESULTS: Nineteen trials were included; 3,083 patients treated with gliclazide and 3,155 patients treated with other oral blood glucose lowering drugs. There was a considerable amount of heterogeneity between and bias in studies. Compared to other glucose lowering agents except metformin, gliclazide was slightly more effective (-0.13% (95%CI: -0.25, -0.02, I(2) 55%)). One out of 2,387 gliclazide users experienced a severe hypoglycemic event, whilst also using insulin. There were 25 confirmed non-severe hypoglycemic events (2.2%) in 1,152 gliclazide users and 22 events (1.8%) in 1,163 patients in the comparator group (risk ratio 1.09 (95% CI: 0.20, 5.78, I² 77%)). Few studies reported differences in weight and none were designed to evaluate cardiovascular outcomes. CONCLUSIONS: The methodological quality of randomized trials comparing gliclazide to other oral glucose lowering agents was poor and effect estimates on weight were limited by publication bias. The number of severe hypoglycemic episodes was extremely low, and gliclazide appears at least equally effective compared to other glucose lowering agents. None of the trials were designed for evaluating cardiovascular outcomes, which warrants attention in future randomized trials.
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- 2014
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19. Effect of benfotiamine on advanced glycation endproducts and markers of endothelial dysfunction and inflammation in diabetic nephropathy.
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Alaa Alkhalaf, Nanne Kleefstra, Klaas H Groenier, Henk J G Bilo, Reinold O B Gans, Peter Heeringa, Jean L Scheijen, Casper G Schalkwijk, Gerjan J Navis, and Stephan J L Bakker
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Medicine ,Science - Abstract
Formation of advanced glycation endproducts (AGEs), endothelial dysfunction, and low-grade inflammation are intermediate pathways of hyperglycemia-induced vascular complications. We investigated the effect of benfotiamine on markers of these pathways in patients with type 2 diabetes and nephropathy.Patients with type 2 diabetes and urinary albumin excretion in the high-normal and microalbuminuric range (15-300 mg/24h) were randomized to receive benfotiamine (n = 39) or placebo (n = 43). Plasma and urinary AGEs (N(ε)-(carboxymethyl) lysine [CML], N(ε)-(Carboxyethyl) lysine [CEL], and 5-hydro-5-methylimidazolone [MG-H1]) and plasma markers of endothelial dysfunction (soluble vascular cell adhesion molecule-1 [sVCAM-1], soluble intercellular adhesion molecule-1 [sICAM-1], soluble E-selectin) and low-grade inflammation (high-sensitivity C-reactive protein [hs-CRP], serum amyloid-A [SAA], myeloperoxidase [MPO]) were measured at baseline and after 6 and 12 weeks.Compared to placebo, benfotiamine did not result in significant reductions in plasma or urinary AGEs or plasma markers of endothelial dysfunction and low-grade inflammation.Benfotiamine for 12 weeks did not significantly affect intermediate pathways of hyperglycemia-induced vascular complications. TRIAL REGRISTRATION: ClinicalTrials.gov NCT00565318.
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- 2012
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20. Common variants in the type 2 diabetes KCNQ1 gene are associated with impairments in insulin secretion during hyperglycaemic glucose clamp.
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Jana V van Vliet-Ostaptchouk, Timon W van Haeften, Gijs W D Landman, Erwin Reiling, Nanne Kleefstra, Henk J G Bilo, Olaf H Klungel, Anthonius de Boer, Cleo C van Diemen, Cisca Wijmenga, H Marike Boezen, Jacqueline M Dekker, Esther van 't Riet, Giel Nijpels, Laura M C Welschen, Hata Zavrelova, Elinda J Bruin, Clara C Elbers, Florianne Bauer, N Charlotte Onland-Moret, Yvonne T van der Schouw, Diederick E Grobbee, Annemieke M W Spijkerman, Daphne L van der A, Annemarie M Simonis-Bik, Elisabeth M W Eekhoff, Michaela Diamant, Mark H H Kramer, Dorret I Boomsma, Eco J de Geus, Gonneke Willemsen, P Eline Slagboom, Marten H Hofker, and Leen M 't Hart
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Medicine ,Science - Abstract
BACKGROUND:Genome-wide association studies in Japanese populations recently identified common variants in the KCNQ1 gene to be associated with type 2 diabetes. We examined the association of these variants within KCNQ1 with type 2 diabetes in a Dutch population, investigated their effects on insulin secretion and metabolic traits and on the risk of developing complications in type 2 diabetes patients. METHODOLOGY:The KCNQ1 variants rs151290, rs2237892, and rs2237895 were genotyped in a total of 4620 type 2 diabetes patients and 5285 healthy controls from the Netherlands. Data on macrovascular complications, nephropathy and retinopathy were available in a subset of diabetic patients. Association between genotype and insulin secretion/action was assessed in the additional sample of 335 individuals who underwent a hyperglycaemic clamp. PRINCIPAL FINDINGS:We found that all the genotyped KCNQ1 variants were significantly associated with type 2 diabetes in our Dutch population, and the association of rs151290 was the strongest (OR 1.20, 95% CI 1.07-1.35, p = 0.002). The risk C-allele of rs151290 was nominally associated with reduced first-phase glucose-stimulated insulin secretion, while the non-risk T-allele of rs2237892 was significantly correlated with increased second-phase glucose-stimulated insulin secretion (p = 0.025 and 0.0016, respectively). In addition, the risk C-allele of rs2237892 was associated with higher LDL and total cholesterol levels (p = 0.015 and 0.003, respectively). We found no evidence for an association of KCNQ1 with diabetic complications. CONCLUSIONS:Common variants in the KCNQ1 gene are associated with type 2 diabetes in a Dutch population, which can be explained at least in part by an effect on insulin secretion. Furthermore, our data suggest that KCNQ1 is also associated with lipid metabolism.
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- 2012
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21. Multicentric validation of proteomic biomarkers in urine specific for diabetic nephropathy.
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Alaa Alkhalaf, Petra Zürbig, Stephan J L Bakker, Henk J G Bilo, Marie Cerna, Christine Fischer, Sebastian Fuchs, Bart Janssen, Karel Medek, Harald Mischak, Johannes M Roob, Kasper Rossing, Peter Rossing, Ivan Rychlík, Harald Sourij, Beate Tiran, Brigitte M Winklhofer-Roob, Gerjan J Navis, and PREDICTIONS Group
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Medicine ,Science - Abstract
BACKGROUND: Urine proteome analysis is rapidly emerging as a tool for diagnosis and prognosis in disease states. For diagnosis of diabetic nephropathy (DN), urinary proteome analysis was successfully applied in a pilot study. The validity of the previously established proteomic biomarkers with respect to the diagnostic and prognostic potential was assessed on a separate set of patients recruited at three different European centers. In this case-control study of 148 Caucasian patients with diabetes mellitus type 2 and duration ≥5 years, cases of DN were defined as albuminuria >300 mg/d and diabetic retinopathy (n = 66). Controls were matched for gender and diabetes duration (n = 82). METHODOLOGY/PRINCIPAL FINDINGS: Proteome analysis was performed blinded using high-resolution capillary electrophoresis coupled with mass spectrometry (CE-MS). Data were evaluated employing the previously developed model for DN. Upon unblinding, the model for DN showed 93.8% sensitivity and 91.4% specificity, with an AUC of 0.948 (95% CI 0.898-0.978). Of 65 previously identified peptides, 60 were significantly different between cases and controls of this study. In
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- 2010
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22. Accuracy of handheld blood glucose meters at high altitude.
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Pieter de Mol, Hans G Krabbe, Suzanna T de Vries, Marion J Fokkert, Bert D Dikkeschei, Rienk Rienks, Karin M Bilo, and Henk J G Bilo
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Medicine ,Science - Abstract
BACKGROUND: Due to increasing numbers of people with diabetes taking part in extreme sports (e.g., high-altitude trekking), reliable handheld blood glucose meters (BGMs) are necessary. Accurate blood glucose measurement under extreme conditions is paramount for safe recreation at altitude. Prior studies reported bias in blood glucose measurements using different BGMs at high altitude. We hypothesized that glucose-oxidase based BGMs are more influenced by the lower atmospheric oxygen pressure at altitude than glucose dehydrogenase based BGMs. METHODOLOGY/PRINCIPAL FINDINGS: Glucose measurements at simulated altitude of nine BGMs (six glucose dehydrogenase and three glucose oxidase BGMs) were compared to glucose measurement on a similar BGM at sea level and to a laboratory glucose reference method. Venous blood samples of four different glucose levels were used. Moreover, two glucose oxidase and two glucose dehydrogenase based BGMs were evaluated at different altitudes on Mount Kilimanjaro. Accuracy criteria were set at a bias 6.5 mmol/L) and
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- 2010
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23. The lipid profile and mortality risk in elderly type 2 diabetic patients: a ten-year follow-up study (ZODIAC-13).
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Kornelis J J van Hateren, Gijs W D Landman, Nanne Kleefstra, Susan J J Logtenberg, Klaas H Groenier, Adriaan M Kamper, Sebastiaan T Houweling, and Henk J G Bilo
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Medicine ,Science - Abstract
BACKGROUND:The precise relationship between the lipid profile and mortality in elderly patients with type 2 diabetes mellitus (T2DM) remains unclear. The aim of this study was to investigate the relationship between the lipid profile over time, and mortality in elderly patients with T2DM. METHODS AND FINDINGS:In 1998, 881 primary care patients with T2DM aged 60 years and older participated in the ZODIAC study, a prospective observational study. The cohort was divided into two age categories: 60-75 years and older than 75 years. Updated means of all lipid profile indices were calculated after a median follow-up time of 9.8 years. These values were used as time dependent covariates in a Cox proportional hazard model. The cholesterol-HDL ratio and LDL-cholesterol were positively related to both all-cause and cardiovascular mortality in the low age group. In contrast, except for the triglyceride level, none of the other lipid profile indices were related to all-cause mortality in patients aged over 75 years. The mortality risk decreased by 17% (95%CI: 5% to 27%) for each 1 mmol/L higher serum level of triglycerides. The relationships between the various lipid profile indices and cardiovascular mortality were not significant. However, the results were different after stratification for diabetes duration. In the subgroup of elderly patients with a diabetes duration of 8 years and longer, higher lipids were predictive of increased cardiovascular mortality. The main limitation of this study is its observational design, which prevents us drawing conclusions about causality. CONCLUSION:Although the lipid profile was not predictive in the overall group of elderly patients, higher lipids were related to increased cardiovascular mortality in patients with diabetes of long duration. In order to make valid recommendations concerning lipid-lowering treatment, a randomized controlled trial or a meta-analysis concerning this specific population is mandatory.
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- 2009
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24. Life expectancy in a large cohort of type 2 diabetes patients treated in primary care (ZODIAC-10).
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Helen L Lutgers, Esther G Gerrits, Wim J Sluiter, Lielith J Ubink-Veltmaat, Gijs W D Landman, Thera P Links, Reinold O B Gans, Andries J Smit, and Henk J G Bilo
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Medicine ,Science - Abstract
BACKGROUND: Most longitudinal studies showed increased relative mortality in individuals with type 2 diabetes mellitus until now. As a result of major changes in treatment regimes over the past years, with more stringent goals for metabolic control and cardiovascular risk management, improvement of life expectancy should be expected. In our study, we aimed to assess present-day life expectancy of type 2 diabetes patients in an ongoing cohort study. METHODOLOGY AND PRINCIPAL FINDINGS: We included 973 primary care type 2 diabetes patients in a prospective cohort study, who were all participating in a shared care project in The Netherlands. Vital status was assessed from May 2001 till May 2007. Main outcome measurement was life expectancy assessed by transforming actual survival time to standardised survival time allowing adjustment for the baseline mortality rate of the general population. At baseline, mean age was 66 years, mean HbA(1c) 7.0%. During a median follow-up of 5.4 years, 165 patients died (78 from cardiovascular causes), and 17 patients were lost to follow-up. There were no differences in life expectancy in subjects with type 2 diabetes compared to life expectancy in the general population. In multivariate Cox regression analyses, concentrating on the endpoints 'all-cause' and cardiovascular mortality, a history of cardiovascular disease: hazard ratio (HR) 1.71 (95% confidence interval (CI) 1.23-2.37), and HR 2.59 (95% CI 1.56-4.28); and albuminuria: HR 1.72 (95% CI 1.26-2.35), and HR 1.83 (95% CI 1.17-2.89), respectively, were significant predictors, whereas smoking, HbA(1c), systolic blood pressure and diabetes duration were not. CONCLUSIONS: This study shows a normal life expectancy in a cohort of subjects with type 2 diabetes patients in primary care when compared to the general population. A history of cardiovascular disease and albuminuria, however, increased the risk of a reduction of life expectancy. These results show that, in a shared care environment, a normal life expectancy is achievable in type 2 diabetes patients.
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- 2009
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25. Disentangling Population Health Management Initiatives in Diabetes Care: A Scoping Review
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Rose J. Geurten, Jeroen N. Struijs, Henk J. G. Bilo, Dirk Ruwaard, and Arianne M. J. Elissen
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population health management ,population management ,diabetes ,type 2 diabetes ,Medicine (General) ,R5-920 - Abstract
Introduction: Population Health Management (PHM) focusses on keeping the whole population as healthy as possible. As such, it could be a promising approach for long-term health improvement in type 2 diabetes. This scoping review aimed to examine the extent to which and how PHM is used in the care for people with type 2 diabetes. Methods: PubMed, Web of Science, and Embase were searched between January 2000 and September 2021 for papers on self-reported PHM initiatives for type 2 diabetes. Eligible initiatives were described using the analytical framework for PHM. Results: In total, 25 studies regarding 18 PHM initiatives for type 2 diabetes populations were included. There is considerable variation in whether and how the PHM steps are operationalized in existing PHM initiatives. Population identification, impact evaluation, and quality improvement processes were generally part of the PHM initiatives. Triple Aim assessment and risk stratification actions were scarce or explained in little detail. Moreover, cross-sector integration is key in PHM but scarce in practice. Conclusion: Operationalization of PHM in practice is limited compared to the PHM steps described in the analytical framework. Extended risk stratification and integration efforts would contribute to whole-person care and further health improvements within the population.
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- 2024
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26. Delineating the Type 2 Diabetes Population in the Netherlands Using an All-Payer Claims Database
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Rose J Geurten, Jeroen N. Struijs, Henk J. G. Bilo, Arianne M. J. Elissen, Chantal van Tilburg, Dirk Ruwaard, RS: CAPHRI - R2 - Creating Value-Based Health Care, and Health Services Research
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Pharmacology ,Treated patient ,education.field_of_study ,medicine.medical_specialty ,COMPLICATIONS ,business.industry ,Health Policy ,Population ,COST-OF-ILLNESS ,Type 2 diabetes ,medicine.disease ,Healthcare utilization ,Family medicine ,medicine ,Pharmacology (medical) ,Observational study ,Claims database ,education ,business ,HEALTH-INSURANCE ,BURDEN ,Specialist care ,Healthcare system - Abstract
Objectives The aim of this study was to describe the healthcare utilization and expenditures related to medical specialist care and medication of the entire type 2 diabetes population in the Netherlands in detail.Methods For this retrospective, observational study, we used an all-payer claims database. Comprehensive data on specialist care and medication utilization and expenditures of the type 2 diabetes population (n = 900,522 in 2018) were obtained and analyzed descriptively. Data were analyzed across medical specialties and for various types of diabetes medication (or glucose-lowering drugs [GLDs]) and other medication.Results Specialist care utilization was diverse: different medical specialties were visited by a considerable fraction of the type 2 diabetes population. Total expenditures on specialist care were euro2498 million in 2018 (i.e., 10.6% of the national specialist care expenditures). In total, 97.8% of patients used other medication (not GLDs) and 81.8% used GLDs; 25.6% of medication expenditures were for GLDs. For both specialist care and medication, mean expenditures per treated patient were higher than median expenditures, indicating a skewed distribution of spending.Conclusion Use of and expenditures on specialist care and medication of the type 2 diabetes population is diverse. These heterogeneous healthcare use patterns are likely caused by the presence of comorbidities. Additionally, we found that a small fraction of the population is responsible for a large share of the expenditures. A shift towards more patient-centered care could lead to health improvements and a reduction in overall costs, subsequently promoting the sustainability of healthcare systems.
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- 2022
27. Polypharmacy and medication use in patients with chronic kidney disease with and without kidney replacement therapy compared to matched controls
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Kitty J Jager, Manon J M van Oosten, Marc H Hemmelder, Henk J. G. Bilo, Martijn Leegte, Vianda S. Stel, Susan J. J. Logtenberg, Graduate School, Medical Informatics, APH - Aging & Later Life, APH - Quality of Care, APH - Global Health, ACS - Pulmonary hypertension & thrombosis, Interne Geneeskunde, and RS: Carim - V02 Hypertension and target organ damage
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medicine.medical_specialty ,medication use ,kidney transplantation ,PILL BURDEN ,health claims data ,Kidney Replacement Therapy ,Internal medicine ,medicine ,CKD ,MANAGEMENT ,EPIDEMIOLOGY ,In patient ,polypharmacy ,AcademicSubjects/MED00340 ,OLDER-ADULTS ,Polypharmacy ,Transplantation ,Medication use ,business.industry ,COST ,medicine.disease ,AMBULATORY HEMODIALYSIS-PATIENTS ,Nephrology ,dialysis ,Original Article ,business ,Kidney disease - Abstract
Background This study aims to examine polypharmacy (PP) prevalence in patients with chronic kidney disease (CKD) Stage G4/G5 and patients with kidney replacement therapy (KRT) compared with matched controls from the general population. Furthermore, we examine risk factors for PP and describe the most commonly dispensed medications. Methods Dutch health claims data were used to identify three patient groups: CKD Stage G4/G5, dialysis and kidney transplant patients. Each patient was matched to two controls based on age, sex and socio-economic status (SES) score. We differentiated between ‘all medication use’ and ‘chronic medication use’. PP was defined at three levels: use of ≥5 medications (PP), ≥10 medications [excessive PP (EPP)] and ≥15 medications [hyper PP (HPP)]. Results The PP prevalence for all medication use was 87, 93 and 95% in CKD Stage G4/G5, dialysis and kidney transplant patients, respectively. For chronic medication use, this was 66, 70 and 75%, respectively. PP and comorbidity prevalence were higher in patients than in controls. EPP was 42 times more common in young CKD Stage G4/G5 patients (ages 20–44 years) than in controls, while this ratio was 3.8 in patients ≥75 years. Older age (64–75 and ≥75 years) was a risk factor for PP in CKD Stage G4/G5 and kidney transplant patients. Dialysis patients ≥75 years of age had a lower risk of PP compared with their younger counterparts. Additional risk factors in all patients were low SES, diabetes mellitus, vascular disease, hospitalization and an emergency room visit. The most commonly dispensed medications were proton pump inhibitors (PPIs) and statins. Conclusions CKD Stage G4/G5 patients and patients on KRT have a high medication burden, far beyond that of individuals from the general population, as a result of their kidney disease and a large burden of comorbidities. A critical approach to medication prescription in general, and of specific medications like PPIs and statins (in the dialysis population), could be a first step towards more appropriate medication use., Graphical Abstract Graphical Abstract
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- 2021
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28. The Paradoxical Role of Circulating Ketone Bodies in Glycemic Control of Individuals with Type 2 Diabetes: High Risk, High Reward?
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Amarens van der Vaart, Martine G. E. Knol, Martin H. de Borst, Stephan J. L. Bakker, Margery A. Connelly, Erwin Garcia, Henk J. G. Bilo, Peter R. van Dijk, Robin P. F. Dullaart, Groningen Institute for Organ Transplantation, Kidney Health Institute - Khis, Groningen Institute for Organ Transplantation (GIOT), and Groningen Kidney Center (GKC)
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Adult ,Blood Glucose ,Glycated Hemoglobin ,Diabetes Mellitus, Type 2 ,Hyperglycemia ,ketone bodies ,glycemic control ,Humans ,type 2 diabetes ,Molecular Biology ,Biochemistry - Abstract
Introduction: Fasting plasma ketone bodies (KB) are elevated in individuals with type 2 diabetes (T2D) and could affect glycemic control and disease progression. Prolonged KB exposure may result in adaptive beneficial responses, counteracting glycemic dysregulation. In the current proof-of-concept study in adults with T2D, we hypothesized that fasting plasma KB are cross-sectionally associated with poorer glycemic control but prospectively with better glycemic control. Materials and Methods: Fasting plasma KB were measured via nuclear magnetic resonance spectroscopy in patients with T2D treated in primary care (Zodiac cohort; The Netherlands). We analyzed the associations between KB and HbA1c at baseline using linear regression analyses and HbA1c changes over time using linear mixed models. We adjusted for potential confounders, including risk factors for poor glycemic control. Individuals with T2D participating in the general population-based PREVEND study were used as a replication cohort. Results: We included 271 individuals with T2D with a total of 859 HbA1c measurements during a follow-up period of 3.0 (2.0–3.2) years. At baseline, the total amount of fasting plasma KB was independently and positively associated with HbA1c levels (regression coefficient in the fully adjusted analysis = 0.31; 95% CI 0.06–0.57, per doubling of KB; p = 0.02). In contrast, in the longitudinal analyses, fasting plasma KB were associated with a yearly HbA1c (%) decrease of −0.10 (95% CI −0.19 to −0.00 per doubling baseline KB; p = 0.05). Results were replicated in 387 individuals with T2D from a general population cohort with a total of 1115 glucose measurements during a follow-up period of 7.5 (7.2–8.0) years. A yearly decrease in fasting plasma glucose (mmol/L) of 0.09 was found per doubling of baseline KB. Conclusions: This study is the first to suggest a paradoxical role of circulating KB on glycemic control in T2D: elevated KB are associated with cross-sectionally poorer glycemic control but longitudinally with better long-term glycemic control.
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- 2022
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29. The validity of Dutch health claims data for identifying patients with chronic kidney disease
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Kitty J Jager, Manon J M van Oosten, L. D. Dikkeschei, Marc H Hemmelder, Anneke Kramer, Vianda S. Stel, Henk J. G. Bilo, Richard M Brohet, Susan J. J. Logtenberg, Graduate School, APH - Health Behaviors & Chronic Diseases, APH - Methodology, APH - Quality of Care, Medical Informatics, ACS - Pulmonary hypertension & thrombosis, APH - Aging & Later Life, and APH - Global Health
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medicine.medical_specialty ,Population ,030232 urology & nephrology ,Renal function ,urologic and male genital diseases ,health claims data ,GFR ,VALIDATION ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Health claims on food labels ,Internal medicine ,DIALYSIS ,CKD ,validity study ,MANAGEMENT ,Medicine ,health claims database ,030212 general & internal medicine ,Stage (cooking) ,education ,AcademicSubjects/MED00340 ,RISK ,OLDER ,Transplantation ,Creatinine ,education.field_of_study ,business.industry ,PRIMARY-CARE ,Original Articles ,medicine.disease ,Confidence interval ,female genital diseases and pregnancy complications ,chemistry ,MEDICARE CLAIMS ,Nephrology ,Creatinine Measurement ,business ,OUTCOMES RESEARCH ,Kidney disease - Abstract
Background Health claims data may be an efficient and easily accessible source to study chronic kidney disease (CKD) prevalence in a nationwide population. Our aim was to study Dutch claims data for their ability to identify CKD patients in different subgroups. Methods From a laboratory database, we selected 24 895 adults with at least one creatinine measurement in 2014 ordered at an outpatient clinic. Of these, 15 805 had ≥2 creatinine measurements at least 3 months apart and could be assessed for the chronicity criterion. We estimated the validity of a claim-based diagnosis of CKD and advanced CKD. The estimated glomerular filtration rate (eGFR)-based definitions for CKD (eGFR Results In general, sensitivity of claims data was highest in the population with the chronicity criterion as reference group. Sensitivity was higher in advanced CKD patients than in CKD patients {51% [95% confidence interval (CI) 47–56%] versus 27% [95% CI 25–28%]}. Furthermore, sensitivity was higher in young versus elderly patients. In patients with advanced CKD, sensitivity was 72% (95% CI 62–83%) for patients aged 20–59 years and 43% (95% CI 38–49%) in patients ≥75 years. The specificity of CKD and advanced CKD was ≥99%. Positive predictive values ranged from 72% to 99% and negative predictive values ranged from 40% to 100%. Conclusion When using health claims data for the estimation of CKD prevalence, it is important to take into account the characteristics of the population at hand. The younger the subjects and the more advanced the stage of CKD the higher the sensitivity of such data. Understanding which patients are selected using health claims data is crucial for a correct interpretation of study results.
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- 2021
30. Health claims databases used for kidney research around the world
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Kitty J Jager, Marc H Hemmelder, Vianda S. Stel, Manon J M van Oosten, Susan J. J. Logtenberg, Henk J. G. Bilo, and Mireille A Edens
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medicine.medical_specialty ,SERVICES RESEARCH ,030232 urology & nephrology ,kidney transplantation ,computer.software_genre ,health claims data ,03 medical and health sciences ,0302 clinical medicine ,Epidemiology ,Health care ,medicine ,CKD ,CASE-DEFINITION ,health claims database ,030212 general & internal medicine ,AcademicSubjects/MED00340 ,Kidney transplantation ,health care economics and organizations ,CKJ Reviews ,PERITONEAL-DIALYSIS ,RISK ,Transplantation ,Database ,business.industry ,MORTALITY ,International comparisons ,STAGE RENAL-DISEASE ,International health ,medicine.disease ,DIALYSIS PATIENTS ,Identification (information) ,ADMINISTRATIVE DATABASES ,MEDICARE CLAIMS ,Nephrology ,ATRIAL-FIBRILLATION ,dialysis ,epidemiology ,Diagnosis code ,business ,computer ,Kidney disease - Abstract
Health claims databases offer opportunities for studies on large populations of patients with kidney disease and health outcomes in a non-experimental setting. Among others, their unique features enable studies on healthcare costs or on longitudinal, epidemiological data with nationwide coverage. However, health claims databases also have several limitations. Because clinical data and information on renal function are often lacking, the identification of patients with kidney disease depends on the actual presence of diagnosis codes only. Investigating the validity of these data is therefore crucial to assess whether outcomes derived from health claims data are truly meaningful. Also, one should take into account the coverage and content of a health claims database, especially when making international comparisons. In this article, an overview is provided of international health claims databases and their main publications in the area of nephrology. The structure and contents of the Dutch health claims database will be described, as well as an initiative to use the outcomes for research and the development of the Dutch Kidney Atlas. Finally, we will discuss to what extent one might be able to identify patients with kidney disease using health claims databases, as well as their strengths and limitations.
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- 2021
31. Commencement of flash glucose monitoring is associated with a decreased rate of depressive disorders among persons with diabetes (FLARE-NL7)
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Julia J Bakker, Annel Lameijer, Jose L Flores Guerrero, Henk J G Bilo, and Peter R van Dijk
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Blood Glucose ,Type 1/complications ,Male ,Depressive Disorder ,Endocrinology, Diabetes and Metabolism ,Blood Glucose Self-Monitoring ,Depressive Disorder/epidemiology ,Middle Aged ,Diabetes Mellitus, Type 1 ,Glucose ,Diabetes Mellitus ,Diabetes Mellitus, Type 1/complications ,Humans ,Female ,Prospective Studies - Abstract
IntroductionDepressive disorders are more common among persons with diabetes, as compared with persons without diabetes. The burden of glucose management is known to associate with depressive symptoms. This study aims to assess the effects of commencement of FreeStyle Libre flash glucose monitoring (FSL-FGM) on the mental health status of persons with diabetes.Research design and methodsPost-hoc analysis of data from a 1-year prospective nationwide FSL-FGM registry. Participants who used FSL-FGM for 12 months and completed the 12-Item Short Form Health Survey version 2 (SF-12v2) questionnaires at baseline, 6 and 12 months were included. An SF-12v2 Mental Component Score (MCS) of ≤45 was used as a cut-off to discriminate between persons with and without a depressive disorder.ResultsA total of 674 patients were included with a mean age of 48.2 (±15.8) years, 51.2% men, 78.2% type 1 diabetes and baseline HbA1c 62.8 (±13.4) mmol/mol (7.9±1.2%). At baseline, 235 (34.9%) persons had an SF-12 MCS ≤45 while after 6 and 12 months these numbers decreased: 202 (30.0%, pConclusionsThis analysis suggests that use of FSL-FGM is associated with a decreased rate of depressive disorders among persons with diabetes. Future studies are needed to corroborate these findings.
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- 2022
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32. Integrated management of atrial fibrillation in primary care
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Henk J. G. Bilo, Sjef J C M van de Leur, Arif Elvan, Ruud Oudega, Geert-Jan Geersing, Lisa Oude Grave, Carline J. van den Dries, Arno W. Hoes, Karel G.M. Moons, Frans H. Rutten, Sander van Doorn, and Lifestyle Medicine (LM)
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medicine.medical_specialty ,Comorbidity ,030204 cardiovascular system & hematology ,DISEASE ,03 medical and health sciences ,Anticoagulation ,Cardiologists ,0302 clinical medicine ,Informed consent ,Interquartile range ,Clinical Research ,Clinical endpoint ,Medicine ,Humans ,AcademicSubjects/MED00200 ,030212 general & internal medicine ,Cluster randomised controlled trial ,Aged ,Netherlands ,Aged, 80 and over ,CATHETER ABLATION ,Primary Health Care ,business.industry ,Delivery of Health Care, Integrated ,Mortality rate ,Hazard ratio ,Anticoagulants ,Integrated care ,Multimorbidity ,Primary care ,Atrial fibrillation ,Confidence interval ,Stroke ,Editor's Choice ,DEFINITION ,Emergency medicine ,Cardiology and Cardiovascular Medicine ,business - Abstract
Aims To evaluate whether integrated care for atrial fibrillation (AF) can be safely orchestrated in primary care. Methods and results The ALL-IN trial was a cluster randomized, open-label, pragmatic non-inferiority trial performed in primary care practices in the Netherlands. We randomized 26 practices: 15 to the integrated care intervention and 11 to usual care. The integrated care intervention consisted of (i) quarterly AF check-ups by trained nurses in primary care, also focusing on possibly interfering comorbidities, (ii) monitoring of anticoagulation therapy in primary care, and finally (iii) easy-access availability of consultations from cardiologists and anticoagulation clinics. The primary endpoint was all-cause mortality during 2 years of follow-up. In the intervention arm, 527 out of 941 eligible AF patients aged ≥65 years provided informed consent to undergo the intervention. These 527 patients were compared with 713 AF patients in the control arm receiving usual care. Median age was 77 (interquartile range 72–83) years. The all-cause mortality rate was 3.5 per 100 patient-years in the intervention arm vs. 6.7 per 100 patient-years in the control arm [adjusted hazard ratio (HR) 0.55; 95% confidence interval (CI) 0.37–0.82]. For non-cardiovascular mortality, the adjusted HR was 0.47 (95% CI 0.27–0.82). For other adverse events, no statistically significant differences were observed. Conclusion In this cluster randomized trial, integrated care for elderly AF patients in primary care showed a 45% reduction in all-cause mortality when compared with usual care.
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- 2020
33. Impact of elevated HbA1c on long-term mortality in patients presenting with acute myocardial infarction in daily clinical practice
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At Marcel Gosselink, Arnoud Wj van 't Hof, Vincent Roolvink, Mark W. Kennedy, Peter R van Dijk, Petra C. Koopmans, Elvin Kedhi, Kor Miedema, Henk J. G. Bilo, Renicus S Hermanides, Robbert J. Slingerland, Jan-Henk E. Dambrink, Jan Paul Ottervanger, Jorik R. Timmer, Lifestyle Medicine (LM), Cardiologie, MUMC+: MA Med Staf Spec Cardiologie (9), and RS: Carim - H01 Clinical atrial fibrillation
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Male ,medicine.medical_specialty ,Time Factors ,HbA1c ,Treatment outcome ,Myocardial Infarction ,PRIMARY ANGIOPLASTY ,acute myocardial infarction ,030209 endocrinology & metabolism ,030204 cardiovascular system & hematology ,Critical Care and Intensive Care Medicine ,EVENTS ,03 medical and health sciences ,0302 clinical medicine ,Diabetes mellitus ,GLYCEMIC CONTROL ,medicine ,Humans ,REPERFUSION ,In patient ,(primary) percutaneous coronary intervention ,Myocardial infarction ,Prospective Studies ,Registries ,Aged ,Glycated Hemoglobin ,HEMOGLOBIN A1C ,business.industry ,General Medicine ,Middle Aged ,medicine.disease ,Prognosis ,NONDIABETIC PATIENTS ,Clinical Practice ,Survival Rate ,PROGNOSTIC VALUE ,Elevated HbA1c ,HBA(1C) ,Emergency medicine ,ADMISSION GLUCOSE ,Long term mortality ,Female ,ANGIOGRAPHIC ASSESSMENT ,Cardiology and Cardiovascular Medicine ,business ,Biomarkers ,Follow-Up Studies - Abstract
Background: Long-term clinical outcome is less well known in up to presentation persons unknown with diabetes mellitus who present with acute myocardial infarction and elevated glycosylated haemoglobin (HbA1c) levels on admission. We aimed to study the prognostic impact of deranged HbA1c at presentation on long-term mortality in patients not known with diabetes, presenting with acute myocardial infarction. Methods: A single-centre, large, prospective observational study in patients with and without known diabetes admitted to our hospital for ST-segment elevation myocardial infarction (STEMI) and non-STEMI. Newly diagnosed diabetes mellitus was defined as HbA1c of 48 mmol/l or greater and pre-diabetes mellitus was defined as HbA1c between 39 and 47 mmol/l. The primary endpoint was all-cause mortality at short (30 days) and long-term (median 52 months) follow-up. Results: Out of 7900 acute myocardial infarction patients studied, 1314 patients (17%) were known diabetes patients. Of the 6586 patients without known diabetes, 3977 (60%) had no diabetes, 2259 (34%) had pre-diabetes and 350 (5%) had newly diagnosed diabetes based on HbA1c on admission. Both short-term (3.9% vs. 7.4% vs. 6.0%, p Conclusions: In the largest study to date, newly diagnosed or pre-diabetes was present in 33% of acute myocardial infarction patients and was associated with poor long-term clinical outcome. Newly diagnosed diabetes (HbA1c ⩾48 mmol/mol) is an independent predictor of long-term mortality. More attention to early detection of diabetic status and initiation of blood glucose-lowering treatment is necessary.
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- 2020
34. Adherence to insulin pump treatment declines with increasing age in adolescents with type 1 diabetes mellitus
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Nanno Kleefstra, Engelina Spaans, Klaas H. Groenier, Paul L. P. Brand, Henk J. G. Bilo, Lifestyle Medicine (LM), and Lifelong Learning, Education & Assessment Research Network (LEARN)
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Insulin pump ,Male ,Pediatrics ,medicine.medical_specialty ,self-management ,PERCEPTIONS ,IMPACT ,medicine.medical_treatment ,QUESTIONNAIRE ,Patient characteristics ,CHILDREN ,Disease ,COMMUNICATION ,FEAR ,03 medical and health sciences ,0302 clinical medicine ,Insulin Infusion Systems ,Emotional distress ,030225 pediatrics ,Surveys and Questionnaires ,MANAGEMENT ,Medicine ,Humans ,Hypoglycemic Agents ,Insulin ,030212 general & internal medicine ,adherence ,Type 1 diabetes ,Self-management ,business.industry ,RESPONSIBILITY ,Age Factors ,General Medicine ,medicine.disease ,Confidence interval ,Diabetes Mellitus, Type 1 ,LONGITUDINAL TRAJECTORIES ,YOUTH ,Adolescent Behavior ,adolescent ,insulin pump ,Pediatrics, Perinatology and Child Health ,Patient Compliance ,Female ,business ,type 1 diabetes mellitus - Abstract
Aim This study assessed the impact of illness perceptions, emotional responses to the disease and its management, and patient characteristics on the adherence to optimal insulin pump management in adolescents with type 1 diabetes mellitus. Methods From May to December 2013 and May 2015 to September 2016, we investigated 90 adolescents (50% boys), 12-18 years with type 1 diabetes. We analysed the association of optimal adherence to insulin pump therapy to age, gender, diabetes duration, results of questionnaires relating to fear and problems of self-testing, illness perceptions, emotional distress and family conflicts. Optimal adherence was defined as bolusing insulin on average >= 2.5/3 main meals/d. Results Adolescents with suboptimal adherence were on average 1.8 years older (95% Confidence Interval 1.09-2.50 years, P
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- 2020
35. Identifying and delineating the type 2 diabetes population in the Netherlands using an all-payer claims database
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Rose J Geurten, Arianne M J Elissen, Henk J G Bilo, Jeroen N Struijs, Chantal van Tilburg, Dirk Ruwaard, RS: CAPHRI - R2 - Creating Value-Based Health Care, and Health Services Research
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Adult ,COMPLICATIONS ,general diabetes ,General Medicine ,Patient Acceptance of Health Care ,Diabetes Mellitus, Type 2 ,Humans ,health economics ,epidemiology ,Health Expenditures ,Delivery of Health Care ,COSTS ,Netherlands ,Retrospective Studies - Abstract
ObjectivesWe aimed to identify and delineate the Dutch type 2 diabetes population and the distribution of healthcare utilisation and expenditures across the health system from 2016 to 2018 using an all-payer claims database.DesignRetrospective observational cohort study based on an all-payer claims database of the Dutch population.SettingThe Netherlands.ParticipantsThe whole Dutch type 2 diabetes population (n=900 522 in 2018), determined based on bundled payment codes for integrated diabetes care and medication use indicating type 2 diabetes.Outcome measuresAnnual prevalence of type 2 diabetes, comorbidities and characteristics of the type 2 diabetes population, as well as the distribution of healthcare utilisation and expenditures were analysed descriptively.ResultsIn 2018, 900 522 people (6.5% of adults) were identified as having type 2 diabetes. The most common comorbidity in the population was heart disease (12.1%). Additionally, 16.2% and 5.6% of patients received specialised care for microvascular and macrovascular diabetes-related complications, respectively. Most patients with type 2 diabetes received pharmaceutical care (99.1%), medical specialist care (97.0%) and general practitioner consultations (90.5%). In total, €8173 million, 9.4% of total healthcare expenditures, was reimbursed for the type 2 diabetes population. Medical specialist care accounted for the largest share of spending (38.1%), followed by district nursing (12.4%), and pharmaceutical care (11.5%).ConclusionsAll-payer claims databases can be used to delineate healthcare use: this insight can inform health policy and practice and, thereby, support better decisions to promote long-term sustainability of healthcare systems. The healthcare utilisation of the Dutch type 2 diabetes population is distributed across the health system and utilisation of medical specialist care is high. This is likely to be due to presence of concurrent morbidities and complications. Therefore, a shift from a disease-specific approach to a person-centred and integrated care approach could be beneficial in the treatment of type 2 diabetes.
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- 2021
36. Flash Glucose Monitoring in the Netherlands: Increased monitoring frequency is associated with improvement of glycemic parameters
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Nicole Lommerde, Peter R van Dijk, Annel Lameijer, Yongjin Xu, Timothy C. Dunn, Marion J Fokkert, R. O. B. Gans, Kalvin Kao, Henk J. G. Bilo, Mireille A Edens, Lifelong Learning, Education & Assessment Research Network (LEARN), and Groningen Kidney Center (GKC)
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Blood Glucose ,FreeStyle Libre ,Endocrinology, Diabetes and Metabolism ,030209 endocrinology & metabolism ,Hypoglycemia ,Flash Glucose Monitoring ,Target range ,03 medical and health sciences ,Flash (photography) ,0302 clinical medicine ,Endocrinology ,Animal science ,Internal Medicine ,Medicine ,Humans ,030212 general & internal medicine ,Glycemic ,Netherlands ,Continuous glucose monitoring ,business.industry ,Blood Glucose Self-Monitoring ,Diabetes ,General Medicine ,medicine.disease ,Diabetes Mellitus, Type 1 ,Glucose ,SENSING TECHNOLOGY ,Continuous Glucose Monitoring ,business - Abstract
AIMS: To evaluate the association between flash glucose monitoring (FLASH) frequency and glycemic parameters during real-life circumstances in the Netherlands.METHODS: Obtained glucose readings were de-identified and uploaded to a dedicated database when FLASH reading devices were connected to internet. Data between September 2014 and March 2020, comprising 16,331 analyzable readers (163,762 sensors) were analyzed. Scan rate per reader was determined and each reader was sorted into 20 equally sized rank ordered groups (n=817 each).RESULTS: Users performed a median of 11.5 [IQR 7.7-16.7] scans per day. Those in the lowest and highest ventiles scanned on average 3.7 and 40.0 times per day and had an eHbA1c of 8.6% (71 mmol/mol) and 6.9% (52 mmol/mol), respectively. Increasing scan rates were associated with more time in target range (3.9-10 mmol/L), less time in hyperglycemia (>10 mmol/L), and a lower standard deviation of glucose. An eHbA1c of 7.0% (53 mmol/mol) translated in approximately 65% time in target range, 30% time in hyperglycemia and 5% time in hypoglycemia (CONCLUSIONS: These outcomes among Dutch FLASH users suggest that with higher scan rate glycemic control improves.
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- 2021
37. Costs of people with diabetes in relation to average glucose control
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Beatriz Rodríguez-Sánchez, Rob Alessie, Talitha L Feenstra, Henk J. G. Bilo, PharmacoTherapy, -Epidemiology and -Economics, Value, Affordability and Sustainability (VALUE), Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET), Methods in Medicines evaluation & Outcomes research (M2O), Lifestyle Medicine (LM), and Research programme EEF
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Blood Glucose ,Male ,Diabetes treatment ,medicine.medical_specialty ,endocrine system diseases ,RESOURCE UTILIZATION ,METFORMIN ,medicine.medical_treatment ,Economics, Econometrics and Finance (miscellaneous) ,03 medical and health sciences ,MEDICAL-CARE COSTS ,TYPE-2 ,MELLITUS ,0302 clinical medicine ,Diabetes mellitus ,GLYCEMIC CONTROL ,Health care ,Type 2 diabetes mellitus ,medicine ,Humans ,Prospective Studies ,030212 general & internal medicine ,Aged ,Netherlands ,Care costs ,Average glucose control ,Health economics ,business.industry ,Year of onset cohorts ,030503 health policy & services ,Health Policy ,Insulin ,Public health ,Type 2 Diabetes Mellitus ,Middle Aged ,medicine.disease ,INSULIN ,Metformin ,Diabetes duration ,TIME ,Diabetes Mellitus, Type 2 ,Regression Analysis ,Total care ,Female ,Health Expenditures ,0305 other medical science ,business ,medicine.drug ,Demography - Abstract
Objective To estimate the impact of glycaemic control and time since diabetes diagnosis on care costs incurred by people with type 2 diabetes mellitus (T2DM). Research design and methods Random-effects linear regression models were run to test the impact of average glucose control (HbA1c) and time since diabetes diagnosis on total care spending in people with T2DM, adjusting for year of onset and other covariates. Two datasets were linked, Vektis (healthcare costs reimbursed by the Dutch mandatory health insurance) and Zodiac (clinical and sociodemographic data). The sample includes 22,612 observations, grouped in 5653 individuals from the Northern part of the Netherlands, covering 4 years (2008-2011). Results A 1% point increase in HbA1c is associated with a 2.2% higher total care costs. However, when treatment modality is included, the results are modified. A 1% point increase (11 mol/mol) in HbA1c is significantly associated with 3.4% higher total care costs for individuals without glucose-lowering treatment. Being treated with insulin is significantly associated with an increase in costs of 30-38% for every additional percentage point of HbA1c, depending on the covariates included. Without controlling for year of onset, an additional year of diabetes duration relates to 2.6% higher care costs, while this is 4.9% controlling for year of onset. The effect of HbA1c and diabetes duration differs between types of costs. Conclusion HbA1c, insulin treatment and diabetes duration are the main drivers of increasing care costs. The results signal the relevance of controlling for HbA1c together with treatment modality, diabetes duration and year of diagnosis effects.
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- 2019
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38. Repeat whole blood donors with a ferritin level of 30 μg/L or less show functional iron depletion
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Henk J. G. Bilo, Katja van den Hurk, Angelique Dijkstra, Michel J. Vos, Robbert J. Slingerland, Academic Medical Center, Public and occupational health, and Lifestyle Medicine (LM)
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Male ,medicine.medical_specialty ,Reticulocytes ,Iron ,STORES ,Immunology ,Blood Donors ,030204 cardiovascular system & hematology ,SUPPLEMENTATION ,SERUM TRANSFERRIN RECEPTOR ,03 medical and health sciences ,0302 clinical medicine ,Reticulocyte ,Internal medicine ,medicine ,Humans ,Immunology and Allergy ,BODY IRON ,HEMOGLOBIN ,Mean corpuscular volume ,Aged ,Whole blood ,biology ,medicine.diagnostic_test ,business.industry ,Hematology ,Middle Aged ,DEFICIENCY ,Ferritin ,Endocrinology ,medicine.anatomical_structure ,Ferritin measurement ,Ferritins ,biology.protein ,Erythropoiesis ,Female ,DONATION ,Hemoglobin ,business ,Iron depletion ,030215 immunology - Abstract
BACKGROUND: Whole blood donors are screened for iron depletion through hemoglobin measurement alone or in combination with ferritin. Ferritin measurement gives the advantage of earlier detection of iron depletion. In a previous study we identified a ferritin level of 30 mu g/L or less as a possible indicator of suboptimal erythropoiesis. In this study, erythropoietic parameters were measured to determine if a ferritin level of 30 mu g/L or less is indicative of iron-deficient erythropoiesis in repeat whole blood donors.STUDY DESIGN AND METHODS: Twenty-one healthy male repeat whole blood donors were divided into two groups according to their predonation ferritin values: 30 mu g/L or less (low-ferritin group) and greater than 30 mu g/L (normal-ferritin group). Ferritin and erythropoietic parameters were measured before whole blood donation and weekly in the 8 weeks after donation.RESULTS: A significantly lower value was found for hemoglobin, mean corpuscular volume (MCV), reticulocytes, and reticulocyte hemoglobin content on at least three of the nine time points in the low-ferritin group compared to the normal-ferritin group (p CONCLUSION: Based on the lower values of the erythropoietic parameters in the low-ferritin group, it can be concluded that repeat whole blood donors with a ferritin value of 30 mu g/L or less have iron-deficient erythropoiesis and therefore require a longer donation interval than the current 56 days.
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- 2019
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39. Circulating Trimethylamine N-Oxide Is Associated with Increased Risk of Cardiovascular Mortality in Type-2 Diabetes: Results from a Dutch Diabetes Cohort (ZODIAC-59)
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Peter R van Dijk, Erwin Garcia, Gerjan Navis, Jose L. Flores-Guerrero, Stephan J. L. Bakker, Henk J. G. Bilo, Robin P. F. Dullaart, Margery A. Connelly, Value, Affordability and Sustainability (VALUE), Groningen Kidney Center (GKC), and Groningen Institute for Organ Transplantation (GIOT)
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medicine.medical_specialty ,030209 endocrinology & metabolism ,Trimethylamine N-oxide ,TMAO ,Type 2 diabetes ,030204 cardiovascular system & hematology ,METABOLISM ,Gastroenterology ,trimethylamine-N-oxide ,Article ,DISEASE ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,cardiovascular disease ,Internal medicine ,Diabetes mellitus ,medicine ,EQUATION ,GUT ,BCAA ,type 2 Diabetes ,Proportional hazards model ,business.industry ,Hazard ratio ,General Medicine ,medicine.disease ,Confidence interval ,chemistry ,MARKER ,Cohort ,Medicine ,Biomarker (medicine) ,biomarker ,business - Abstract
Trimethylamine N-oxide (TMAO), a novel cardiovascular (CV) disease and mortality risk marker, is a gut microbiota-derived metabolite as well. Recently, plasma concentrations of branched-chain amino acids (BCAA) have been reported to be affected by microbiota. The association of plasma TMAO with CV mortality in Type 2 Diabetes (T2D) and its determinants are still incompletely described. We evaluated the association between plasma BCAA and TMAO, and the association of TMAO with CV mortality in T2D individuals. We used data of 595 participants (mean age 69.5 years) from the Zwolle Outpatient Diabetes project Integrating Available Care (ZODIAC) cohort were analyzed. Plasma TMAO and BCAA were measured with nuclear magnetic resonance spectroscopy. CV mortality risk was estimated using multivariable-adjusted Cox regression models. Cross-sectionally, TMAO was independently associated with BCAA standardized (Std) β = 0.18 (95% Confidence Interval (CI) 0.09, 0.27), p <, 0.001. During a median follow-up of 10 years, 113 CV deaths were recorded. In Cox regression analyses, adjusted for multiple clinical and laboratory variables including BCAA, TMAO was independently associated with CV mortality: adjusted hazard ratio (adjHR) 1.93 (95% CI 1.11, 3.34), p = 0.02 (for the highest vs. the lowest tertile of the TMAO distribution). The same was true for analyses with TMAO as continuous variable: adjHR 1.32 (95% CI 1.07, 1.63), p = 0.01 (per 1 SD increase). In contrast, BCAAs were not associated with increased CV mortality. In conclusion, higher plasma TMAO but not BCAA concentrations are associated with an increased risk of CV mortality in individuals with T2D, independent of clinical and biochemical risk markers.
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- 2021
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40. Psychological factors associated with changes in physical activity in Dutch people with type 2 diabetes under societal lockdown: A cross‐sectional study
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Hannah Regeer, Rimke C. Vos, Eelco J.P. de Koning, Sasja D Huisman, Jessica C. Kiefte-de Jong, Henk J. G. Bilo, Emma A Nieuwenhuijse, and Pepijn van Empelen
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Adult ,Male ,Cross-sectional study ,Endocrinology, Diabetes and Metabolism ,Physical activity ,Type 2 diabetes ,Computer-assisted web interviewing ,QUARANTINE ,Diseases of the endocrine glands. Clinical endocrinology ,stress ,COVID‐19 ,Original Research Articles ,Diabetes mellitus ,Humans ,Medicine ,Original Research Article ,Exercise ,Aged ,Netherlands ,Multinomial logistic regression ,business.industry ,COVID-19 ,Middle Aged ,RC648-665 ,medicine.disease ,COVID‐ ,Risk perception ,Cross-Sectional Studies ,Diabetes Mellitus, Type 2 ,Communicable Disease Control ,physical activity behaviour ,Anxiety ,Female ,HEALTH ,type 2 diabetes ,sense organs ,medicine.symptom ,business ,Stress, Psychological ,Demography - Abstract
Aims To investigate changes in physical activity (PA) and psychological factors during societal lockdown in people with type 2 diabetes. Methods A cross‐sectional study among Dutch adults with type 2 diabetes. Data were collected using online questionnaires. A multivariate multinomial logistic regression was performed with change in PA during societal lockdown as outcome and perceived change in stress, anxiety, perceived risk for COVID‐19 infection, emotional well‐being and former PA status as determinants. Results Five hundred and sixty seven respondents filled out the questionnaire, 536 were included in the final analysis: mean age of 65.9 ± 7.9 years; mean diabetes duration 13.3 ± 8 years; 54% men; 47% reported no change in PA, 27% became less active and 26% became more active during societal lockdown. Participants who were more likely to become less active were participants who experienced more stress (OR: 2.27; 95% CI 1.25–4.13) or less stress (OR: 2.20; 95% CI 1.03–4.71). Participants who were more likely to become more active were participants who experienced more stress (OR: 2.31; 95% CI 1.25, 4.26). Participants with higher emotional well‐being (OR: 0.98; 95% CI 0.97, 0.99) were less likely to become less active than to report no change in PA. Conclusions Changes in PA in people with type 2 diabetes during societal lockdown are associated with changes in psychological factors such as perceived stress and emotional well‐being. People with diabetes and their caregivers should be aware of these possible changes., Physical activity is important for the management of diabetes and is influenced by daily life structures. Physical activity behaviour changed in people with type 2 diabetes during the societal lockdown in times of the COVID‐19 pandemic. Stress and well‐being are associated with change in physical activity.
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- 2021
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41. Change is possible: How increased patient activation is associated with favorable changes in well-being, self-management and health outcomes among people with type 2 diabetes mellitus: A prospective longitudinal study
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Eelco J.P. de Koning, Hannah Regeer, Sasja D. Huisman, Pepijn van Empelen, and Henk J. G. Bilo
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Gerontology ,Longitudinal study ,Self-management ,business.industry ,Self-Management ,Well-being ,Psychological intervention ,Type 2 Diabetes Mellitus ,General Medicine ,Computer-assisted web interviewing ,Health outcomes ,Diabetes Mellitus, Type 2 ,Intervention (counseling) ,Type 2 diabetes mellitus ,Outcome Assessment, Health Care ,Medicine ,Humans ,Change in patient activation ,Longitudinal Studies ,Prospective Studies ,Patient Participation ,business ,Prospective cohort study - Abstract
Objective To examine the relationship between risk factors for low patient activation and change in patient activation, well-being, and health outcomes in people with type 2 diabetes mellitus (T2DM). Method A longitudinal prospective study was conducted with measurements at baseline and 20-week follow-up among 603 people with T2DM participating in a group-based walking intervention. Patient activation and risk factors were assessed using online questionnaires. Health outcomes were assessed in participants’ general practices. Results No association was found between risk factors for activation and change in patient activation. Patient activation significantly increased (t(602) = 2.53, p = 0.012) and was associated with an increase in emotional well-being (β = 0.22), exercise behavior (β = 0.17), general diet behavior (β = 0.20), and a reduction in BMI (β = −0.28), weight (β = −0.29), and HbA1c (β = −0.27). Conclusion Favorable changes in patient activation, self-management, well-being, and health outcomes occurred during a walking intervention, despite highly prevalent risk factors for low activation and less engagement in self-management. Practice implications Group-based walking interventions might empower people with T2DM to begin taking a larger role in their self-care and improve (mental) health outcomes. Vulnerable groups of patients (with multiple risk factors for low activation) can change and presumably need this kind of interventions to be able to change.
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- 2021
42. Course of body weight before and after the initiation of insulin therapy in type 2 diabetes mellitus: Retrospective inception cohort study (ZODIAC 58)
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Mireille A Edens, Eelko Hak, Henk J. G. Bilo, Peter R van Dijk, PharmacoTherapy, -Epidemiology and -Economics, Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET), and Microbes in Health and Disease (MHD)
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Male ,medicine.medical_specialty ,insulin ,pharmacoepidemiology ,Endocrinology, Diabetes and Metabolism ,medicine.medical_treatment ,Type 2 diabetes ,Weight Gain ,lcsh:Diseases of the endocrine glands. Clinical endocrinology ,Body Weight Maintenance ,Weight loss ,PEOPLE ,Internal medicine ,GLYCEMIC CONTROL ,Original Research Articles ,Weight management ,Linear regression ,medicine ,STARTING INSULIN ,Humans ,Original Research Article ,Aged ,Retrospective Studies ,lcsh:RC648-665 ,business.industry ,Insulin ,Weight change ,Body Weight ,Type 2 Diabetes Mellitus ,TREATED PATIENTS ,Middle Aged ,Explained variation ,medicine.disease ,weight management ,Diabetes Mellitus, Type 2 ,Linear Models ,Female ,sense organs ,type 2 diabetes ,medicine.symptom ,GAIN ,business - Abstract
Aims The aim of this study was to explore the effect of insulin treatment initiation on weight by taking weight change prior to initiation into account. Materials and methods We performed an observational retrospective inception cohort study, concerning Dutch primary care. We identified all patients that initiated insulin treatment (n = 7967) and individually matched patients with a reference patient (n = 5213 pairs). We obtained estimated mean weight changes in the five years prior to five years post insulin therapy. We applied linear regression analysis on weight change in the first year after insulin therapy (T0 to T+1), with matched group as primary determinant adjusted for pre‐insulin weight change and additional covariates. Results Estimated mean weight increased in the five consecutive years prior to insulin therapy (−0.23 kg in year T‐5 to T‐4, 0.01 kg in year T‐4 to T‐3, 0.07 kg in year T‐3 to T‐2, 0.24 kg in year T‐2 to T‐1, and 0.46 kg in year T‐1 to T0) and continued to increase in the first year after, that is T0 to T+1, at a slightly lower rate (0.31 ± 3.9 kg). Pre‐insulin weight change had the highest explained variance and was inversely and independently associated with weight change (p, This paper is the first to specifically include weight changes prior to the initiation of insulin therapy in T2DM treated in primary care, in studying post‐insulin initiation weight change. Remarkable differences in longitudinal courses between patients that initiated insulin and their individually matched references and between post‐insulin initiation weight change strata are demonstrated.
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- 2020
43. Hypomagnesemia in persons with type 1 diabetes
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Henk J. G. Bilo, Hannah H R de Boer, Jiedong Qiu, Femke Waanders, Peter R van Dijk, H. van Goor, Groningen Institute for Organ Transplantation (GIOT), Groningen Kidney Center (GKC), and Lifestyle Medicine (LM)
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medicine.medical_specialty ,insulin ,type 1 diabetes ,Endocrinology, Diabetes and Metabolism ,medicine.medical_treatment ,030209 endocrinology & metabolism ,030204 cardiovascular system & hematology ,magnesium ,medicine.disease_cause ,lcsh:Diseases of the endocrine glands. Clinical endocrinology ,Hypomagnesemia ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,medicine ,oxidative stress ,Volume concentration ,Original Research ,Type 1 diabetes ,lcsh:RC648-665 ,business.industry ,Insulin ,glycaemia ,medicine.disease ,Endocrinology ,business ,Oxidative stress - Abstract
Background: Among persons with type 1 diabetes mellitus (T1DM) low concentrations of magnesium have been reported. Previous (small) studies also suggested a relation of hypomagnesemia with (poor) glycaemic control and complications. We aimed to investigate the magnitude of hypomagnesemia and the associations between magnesium with parameters of routine T1DM care in a population of unselected outpatients. Methods: As part of a prospective cohort study, initially designed to measure quality of life and oxidative stress, data from 207 patients with a mean age of 45 [standard deviation (SD) 12] years, 58% male, diabetes duration 22 [interquartile range (IQR) 16, 31] years and glycated haemoglobin (HbA1c) of 60 (SD 11) mmol/mol [7.6 (SD 1.0)%] were examined. Hypomagnesemia was defined as a concentration below Results: Mean magnesium concentration was 0.78 (SD 0.05) mmol/l. A deficiency was present in 4.3% of participants. Among these persons, mean concentration was 0.66 (SD 0.03) mmol/l. There was no correlation between magnesium and HbA1c at baseline ( r = –0.014, p = 0.843). In multivariable analysis, free thiols (reflecting the degree of oxidative stress) were significantly and negatively associated with magnesium concentrations. Conclusion: In this cohort of T1DM outpatients, the presence of hypomagnesemia was infrequent and, if present, relative mild. Magnesium was not associated with glycaemic control nor with presence of micro- and macrovascular complications. Although these results need confirmation, in particular the negative association of magnesium with free thiols, this suggests that hypomagnesemia is not a relevant topic in routine care for people with T1DM.
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- 2020
44. Determinants of HbA1c reduction with FreeStyle Libre flash glucose monitoring (FLARE-NL 5)
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Annel Lameijer, Marion J Fokkert, Mireille A Edens, Robbert J. Slingerland, P. van Dijk, and Henk J. G. Bilo
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medicine.medical_specialty ,endocrine system diseases ,LADA, Latent Autoimmune Diabetes in Adults ,FreeStyle Libre ,Endocrinology, Diabetes and Metabolism ,CVA, Cerebral Vascular Event ,SF-12v2, 12-Item Short Form Health Survey v2 ,030209 endocrinology & metabolism ,HRQoL, Health Related Quality of Life ,ZK, Zilveren Kruis (Insurance company) ,EQ-5D-3L, The 3-level version of EuroQol 5 ,lcsh:Diseases of the endocrine glands. Clinical endocrinology ,IQR, Interquartile Range ,PCI, Percutaneous Coronary Intervention ,Sensation loss ,03 medical and health sciences ,Flash glucose monitoring ,0302 clinical medicine ,Endocrinology ,CGM, Continuous Glucose Monitoring ,OBGLD, Oral Blood Glucose Lowering Drugs ,TIA, Transient Ischemic Attack ,Diabetes mellitus ,Internal medicine ,medicine ,In patient ,030212 general & internal medicine ,Rt-CGM, Real time Continuous Glucose Monitoring ,CABG, Coronary Artery Bypass Grafting ,FLARE-NL, FLAsh monitor Registry in The Netherlands ,Continuous glucose monitoring ,DM - Diabetes mellitus ,MODY, Maturity-Onset Diabetes of the Young ,Type 1 diabetes ,lcsh:RC648-665 ,Multivariable regression analysis ,business.industry ,nutritional and metabolic diseases ,Mean age ,SD, Standard Deviation ,SMBG, Self-Monitoring of Blood Glucose ,medicine.disease ,DVN, Diabetes Vereniging Nederland ,DM, Diabetes Mellitus ,Hypoglycaemia unawareness ,FSL-FGM, Free Style Libre Flash Glucose Monitor ,business ,Research Paper - Abstract
Aims: To identify factors predicting HbA1c reduction in patients with diabetes mellitus (DM) using FreeStyle Libre Flash Glucose Monitoring (FSL-FGM).Methods: Data from a 12-month prospective nation-wide FSL registry were used and analysed with multivariable regression. For the present study we included patients with hypoglycaemia unawareness or unexpected hypoglycaemias (n = 566) and persons who did not reach acceptable glycaemic control (HbA1c > 70 mmol/mol (8.5%)) (n = 294). People with other indications for use, such as sensation loss of the fingers or individuals already using FSL-FGM or rtCGM, were excluded (37%).Results: Eight hundred and sixty persons (55% male with a mean age of 46.7 (+/- 16.4) years) were included. Baseline HbA1c was 65.1 (+/- 14.5) mmol/mol (8.1 +/- 1.3%), 75% of the patients had type 1 DM and 37% had microvascular complications. Data concerning HbA1c was present for 482 (56.0%) at 6 months and 423 (49.2%) persons at 12 months. A significant reduction in HbA1c (>= 5 mmol/mol (0.5%)) was present in 187 (22%) persons. For these persons, median HbA1c reduction was -9.0 [-13.0, -4.0] mmol/mol (-0.82 [-1.19, -0.37]%) at 6 months and -9.0 [-15.0, -7.0] mmol/mol (-0.82 [-1.37, -0.64]%) at 12 months. In multi-variable regression analysis with age, gender and SF-12 physical and mental component scores as covariates, only baseline HbA1c was significant: -0.319 (SE 0.025; p Conclusions: Among the variables we analysed in the present study, only high HbA1c at baseline predicts significant HbA1c reduction during FSL-CGM use.
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- 2020
45. Improving physical activity within diabetes care: Preliminary effects and feasibility of a national low‐intensity group‐based walking intervention among people with type 2 diabetes mellitus
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Jeroen Flim, Sasja D. Huisman, Hannah Regeer, Pepijn van Empelen, and Henk J. G. Bilo
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medicine.medical_specialty ,Group based ,business.industry ,Diabetes mellitus ,Intervention (counseling) ,Physical therapy ,medicine ,Physical activity ,Type 2 Diabetes Mellitus ,medicine.disease ,business ,Intensity (physics) - Published
- 2020
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46. ABC-tool reinvented
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Esther A. Boudewijns, Lotte C.E.M. Keijsers, Henk J. G. Bilo, Johannes C C M In 't Veen, Annerika H.M. Gidding-Slok, Danny Claessens, Onno C. P. van Schayck, Philippe L Salomé, Family Medicine, RS: CAPHRI - R5 - Optimising Patient Care, Pulmonary Medicine, and Lifestyle Medicine (LM)
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Male ,Patient-centered care ,Disease ,Chronic disease ,03 medical and health sciences ,Pulmonary Disease, Chronic Obstructive ,0302 clinical medicine ,Quality of life (healthcare) ,Diabetes mellitus type 2 ,Chart ,Cost of Illness ,PROGRAMS ,QUALITY-OF-LIFE ,Surveys and Questionnaires ,DIABETES SELF-CARE ,Self-management ,MANAGEMENT ,Medicine ,Humans ,COPD ,030212 general & internal medicine ,Multiple Chronic Conditions ,Patient Reported Outcome Measures ,ABCC-tool ,PATIENT-PROVIDER COMMUNICATION ,Shared decision making ,SCALE ,Asthma ,lcsh:R5-920 ,business.industry ,Questionnaire ,MEDICINE ,Burden of disease ,medicine.disease ,030228 respiratory system ,Diabetes Mellitus, Type 2 ,Scale (social sciences) ,Female ,Medical emergency ,Family Practice ,business ,lcsh:Medicine (General) ,Decision Making, Shared ,Research Article - Abstract
Background Numerous instruments have been developed to assess patient reported outcomes; most approaches however focus on a single condition. With the increasing prevalence of multimorbidity, this might no longer be appropriate. Moreover, a more comprehensive approach that facilitates shared decision making and stimulates self-management is most likely more valuable for clinical practice than a questionnaire alone. This study aims to transform the Assessment of Burden of Chronic Obstructive Pulmonary Disease (COPD) (ABC)-tool into the Assessment of Burden of Chronic Conditions (ABCC)-tool for COPD, asthma, and diabetes mellitus type 2 (DM2). The tool consists of a scale, a visualisation of the outcomes, and treatment advice. Methods Requirements for the tool were formulated. Questionnaires were developed based on a literature study of existing questionnaires, clinical guidelines, interviews with patients and healthcare providers, and input from an expert group. Cut-off points and treatment advice were determined to display the results and to provide practical recommendations. Results The ABCC-scale consists of a generic questionnaire and disease-specific questionnaires, which can be combined into a single individualized questionnaire for each patient. Results are displayed in one balloon chart, and each domain includes practical recommendations. Conclusions The ABCC-tool is expected to facilitate conversations between a patient and a healthcare provider, and to help formulate treatment plans and care plans with personalised goals. By facilitating an integrated approach, this instrument can be applied in a variety of circumstances and disease combinations.
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- 2020
47. Favourable serum calcification propensity with intraperitoneal as compared with subcutaneous insulin administration in type 1 diabetes
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Susan J. J. Logtenberg, Klaas H. Groenier, Henk J. G. Bilo, Femke Waanders, Peter R van Dijk, Harry van Goor, Andreas Pasch, Jan-Luuk Hillebrands, Titia M Vriesendorp, Nanno Kleefstra, Rijk O. B. Gans, Groningen Kidney Center (GKC), Groningen Institute for Organ Transplantation (GIOT), Lifelong Learning, Education & Assessment Research Network (LEARN), and Lifestyle Medicine (LM)
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MEDICAL-RESEARCH ,medicine.medical_specialty ,insulin ,Endocrinology, Diabetes and Metabolism ,medicine.medical_treatment ,T-50 ,serum calcification propensity ,030209 endocrinology & metabolism ,030204 cardiovascular system & hematology ,intraperitoneal ,METABOLISM ,lcsh:Diseases of the endocrine glands. Clinical endocrinology ,THERAPY ,DISEASE ,03 medical and health sciences ,MELLITUS ,DELIVERY ,0302 clinical medicine ,VASCULAR CALCIFICATION ,Internal medicine ,GLYCEMIC CONTROL ,medicine ,ABSORPTION ,Vascular calcification ,Original Research ,phosphate ,Type 1 diabetes ,T50 ,lcsh:RC648-665 ,business.industry ,Insulin ,cardiovascular ,medicine.disease ,STATISTICS ,Subcutaneous insulin ,Endocrinology ,subcutaneous ,business ,type 1 diabetes mellitus ,Calcification - Abstract
Background: Serum calcification propensity can be monitored using the maturation time of calciprotein particles in serum (T50 test). A shorter T50 indicates greater propensity to calcify; this is an independent determinant of cardiovascular disease. As the intraperitoneal (IP) route of insulin administration mimics the physiology more than the subcutaneous (SC) route in persons with type 1 diabetes (T1DM), we hypothesized that IP insulin influences determinants of calcium propensity and therefore result in a longer T50 than SC insulin administration. Methods: Prospective, observational case-control study. Measurements were performed at baseline and at 26 weeks in age and gender matched persons with T1DM. Results: A total of 181 persons, 39 (21.5%) of which used IP and 142 (78.5%) SC insulin were analysed. Baseline T50 was 356 (45) minutes. The geometric mean T50 significantly differed between both treatment groups: 367 [95% confidence interval (CI) 357, 376] for the IP group and 352 (95% CI 347, 357) for the SC group with a difference of –15 (95% CI –25, –4) minutes, in favour of IP treatment. In multivariable analyses, the IP route of insulin administration had a positive relation on T50 concentrations while higher age, triglycerides and phosphate concentrations had an inverse relation. Conclusion: Among persons with T1DM, IP insulin administration results in a more favourable calcification propensity time then SC insulin. It has yet to be shown if this observation translates into improved cardiovascular outcomes.
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- 2020
48. Distribution of care expenditures for men and women with type 2 diabetes treated in primary care in the Netherlands: a case–control study (ZODIAC-59)
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M R J Mevissen, Rose Julie Geurten, S H Hendriks, Arianne Elissen, Peter Ruben van Dijk, Henk J G Bilo, Health Services Research, and RS: CAPHRI - R2 - Creating Value-Based Health Care
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Male ,RISK ,Primary Health Care ,endocrine system diseases ,general diabetes ,MORTALITY ,PATHOPHYSIOLOGY ,nutritional and metabolic diseases ,health policy ,VASCULAR-DISEASE ,Health Care Costs ,General Medicine ,INDIVIDUALS ,MELLITUS ,Diabetes Mellitus, Type 2 ,Case-Control Studies ,Humans ,health economics ,Female ,SEX ,Health Expenditures ,METAANALYSIS ,COSTS ,Netherlands - Abstract
ObjectiveThis study aims to provide insight into the distribution of care expenditures for patients with type 2 diabetes mellitus (T2DM)— across multiple healthcare service categories and medical specialties—who receive diabetes care in the primary care setting.DesignObservational, matched case–control study.SettingIn the Netherlands, T2DM-specific care is mainly provided in the primary care setting. However, many patients with T2DM also use secondary care for complications and comorbidities, either related or unrelated to their diabetes.ParticipantsPatients with T2DM receiving diabetes care in primary care and participating in the Dutch Zwolle Outpatient Diabetes project Integrating Available Care cohort in the year 2011 were matched to persons without T2DM. Matching (1:2 ratio) was performed based on age, gender and socioeconomic status. Clinical data were combined with an all-payer claims database from 2011.ResultsIn total, 43 775 patients with T2DM were identified of whom 37 240 could be matched with 74 480 controls. Total secondary care expenditures were €94 705 814, with a total annual median expenditure per patient of €2133 (1161 to 3340) for men and €2,535 (1374 to 5105) for women. The largest share of expenditures was on medication (26%), followed by secondary care (23%) and primary care services related (23%) to T2DM. The five most expensive specialties were: cardiology, surgery, internal medicine, orthopaedics and ophthalmology. Care expenditures for T2DM patients were twofold higher than those for persons without T2DM. Healthcare expenditures showed a skewed distribution, indicating that a small part of the studied population is responsible for a considerable part of the costs.ConclusionsExpenditures among primary care treated T2DM patients are higher than non-diabetic matched controls. Medication is the largest share of T2DM care expenditures. The present study provides insights into healthcare expenditures for T2DM; this may enable more efficient healthcare planning and reimbursement.
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- 2022
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49. Diagnosing orthostatic hypotension with continuous and interval blood pressure measurement devices
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Kornelis J. J. van Hateren, Adriaan M. Kamper, Klaas H. Groenier, Anna C. Breeuwsma, Laura C. Hartog, Nanne Kleefstra, Henk J. G. Bilo, and Lifestyle Medicine (LM)
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Male ,medicine.medical_specialty ,INTOLERANCE ,030204 cardiovascular system & hematology ,GUIDELINES ,Hypotension, Orthostatic ,03 medical and health sciences ,Orthostatic vital signs ,0302 clinical medicine ,Measurement device ,Internal medicine ,Daily practice ,Internal Medicine ,Humans ,Medicine ,FRAILTY ,Aged ,business.industry ,STATEMENT ,MORTALITY ,FALLS ,Blood Pressure Determination ,Mean age ,ASSOCIATION ,Middle Aged ,PREVALENCE ,Cross-Sectional Studies ,Blood pressure ,DEFINITION ,Cardiology ,Female ,business ,030217 neurology & neurosurgery - Abstract
Orthostatic hypotension (OH) is defined as a drop in systolic blood pressure (SBP) of >= 20 mm Hg and/or a drop in diastolic blood pressure (DBP) of >= 10 mm Hg within 3 min of standing. The international guidelines recommend ideally diagnosing OH with a continuous blood pressure (BP) measurement device, although in daily practice interval BP measurement devices are used more often. We aimed to investigate the difference in observed prevalence of OH between an interval and a continuous BP measurement device. A total of 104 patients with a mean age of 69 years were included. The prevalence of OH was 35.6% (95% CI: 26.4-44.8) with the interval BP measurement and 45.2% (95% CI: 35.6-54.8) with the continuous BP measurement device (P = .121). Lin's coefficient of concordance ranged from 0.47 to 0.59 for the drop in systolic blood pressure and from 0.33 to 0.42 for the drop in diastolic blood pressure. The positive proportion of agreement in diagnosis of OH between the interval and continuous measure was 59.5% and the negative proportion of agreement was 72.5%. Although the prevalence of OH was not significantly different between the continuous and the interval BP measurement devices using a similar amount of measurement, the concordance between interval and continuous measure is low resulting in low positive and negative proportions of agreement in the diagnosis of OH. We conclude that continuous BP measurement cannot be substituted by an interval BP measurement to diagnose OH.
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- 2018
50. Healthcare reimbursement costs of children with type 1 diabetes in the Netherlands, a observational nationwide study (Young Dudes-4)
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Paul L. P. Brand, P. van Dijk, Klaas H. Groenier, Engelina Spaans, Nanne Kleefstra, Henk J. G. Bilo, Lifelong Learning, Education & Assessment Research Network (LEARN), and Lifestyle Medicine (LM)
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Male ,medicine.medical_specialty ,Adolescent ,Total cost ,Endocrinology, Diabetes and Metabolism ,030209 endocrinology & metabolism ,lcsh:Diseases of the endocrine glands. Clinical endocrinology ,Cohort Studies ,Secondary care ,03 medical and health sciences ,MELLITUS ,0302 clinical medicine ,Diabetes mellitus ,030225 pediatrics ,Health care ,MANAGEMENT ,Humans ,Medicine ,Child ,PREDICTORS ,Children ,Reimbursement ,health care economics and organizations ,Netherlands ,Retrospective Studies ,Type 1 diabetes ,lcsh:RC648-665 ,PEDIATRIC-PATIENTS ,business.industry ,Infant, Newborn ,Infant ,Health Care Costs ,General Medicine ,medicine.disease ,University hospital ,Hospital admission ,Diabetes Mellitus, Type 1 ,Nationwide ,Child, Preschool ,Family medicine ,Reimbursement costs ,Insurance, Health, Reimbursement ,GERMANY ,Female ,Observational study ,business ,Research Article ,Cohort study - Abstract
Background: Type 1 diabetes mellitus (T1DM) is one of the most common chronic diseases in children. Studies on costs related to T1DM are scarce and focused primarily on the costs directly related to diabetes. We aimed to investigate both the overall healthcare costs and the more specific costs related to the management of diabetes.Methods: This is a retrospective and observational, nationwide cohort study of all Dutch children (aged 0-18 years) with T1DM. Data were collected from the national registry for healthcare reimbursement, in which all Dutch insurance companies combine their reimbursement data. In the Netherlands for all Dutch citizens health care is covered by law and all children are treated by hospital-based paediatricians.Results: We analysed 6710 children distributed over 81 hospitals: 475 children in 6 university hospitals and 6235 children in 75 general hospitals. Total reimbursement for all children with T1DM over the period 2009 to 2011 was (sic) 167,494,732 corresponding to an annual mean of (sic) 55,831,577 of total costs and (sic) 8326 euros per child. When comparing small (between 26 and 54 patients), medium (57-84 patients) and large (88-248 patients) general hospitals, costs per patient were highest in the hospitals with the highest number of T1DM patients. The costs for devices, secondary care and pharmaceutics had most impact on total expenditures. Over the study period, there was a slight decrease in per person costs.Conclusion: The overall health expenditure of a child with T1DM is more than (sic) 8000 per patient per annum. Given the move towards more device-intensive multidisciplinary care for these patients, the costs of treating T1DM in children are likely to increase further in the coming years.
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- 2018
- Full Text
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