Exploring residual risk for diabetes and microvascular disease in the Diabetes Prevention Program Outcomes Study (DPPOS)

Aim Approximately half of the participants in the Diabetes Prevention Outcomes Study (DPPOS) had diabetes after 15 years of follow‐up, whereas nearly all the others remained with pre‐diabetes. We examined whether formerly unexplored factors in the DPPOS coexisted with known risk factors that posed a...

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Published inDiabetic medicine Vol. 34; no. 12; pp. 1747 - 1755
Main Authors Perreault, L., Pan, Q., Aroda, V. R., Barrett‐Connor, E., Dabelea, D., Dagogo‐Jack, S., Hamman, R. F., Kahn, S. E., Mather, K. J., Knowler, W. C.
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Published England Wiley Subscription Services, Inc 01.12.2017
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Abstract Aim Approximately half of the participants in the Diabetes Prevention Outcomes Study (DPPOS) had diabetes after 15 years of follow‐up, whereas nearly all the others remained with pre‐diabetes. We examined whether formerly unexplored factors in the DPPOS coexisted with known risk factors that posed additional risk for, or protection from, diabetes as well as microvascular disease. Methods Cox proportional hazard models were used to examine predictors of diabetes. Sequential modelling procedures considered known and formerly unexplored factors. We also constructed models to determine whether the same unexplored factors that associated with progression to diabetes also predicted the prevalence of microvascular disease. Hazard ratios (HR) are per standard deviation change in the variable. Results In models adjusted for demographics and known diabetes risk factors, two formerly unknown factors were associated with risk for both diabetes and microvascular disease: number of medications taken (HR = 1.07, 95% confidence intervals (95% CI) 1.03 to 1.12 for diabetes; odds ratio (OR) = 1.10, 95% CI 1.04 to 1.16 for microvascular disease) and variability in HbA1c (HR = 1.02, 95% CI 1.01 to 1.03 for diabetes; OR = 1.06, 95% CI 1.04 to 1.09 for microvascular disease per sd). Total comorbidities increased risk for diabetes (HR = 1.10, 95% CI 1.04 to 1.16), whereas higher systolic (OR = 1.22, 95% CI 1.13 to 1.31) and diastolic (OR = 1.14, 95% CI 1.05 to 1.22) blood pressure, as well as the use of anti‐hypertensives (OR = 1.41, 95% CI 1.23 to 1.62), increased risk of microvascular disease. Conclusions Several formerly unexplored factors in the DPPOS predicted additional risk for diabetes and/or microvascular disease – particularly hypertension and the use of anti‐hypertensive medications – helping to explain some of the residual disease risk in participants of the DPPOS. What's new? The Diabetes Prevention Outcomes Study (DPPOS) is the largest global trial to date aimed at preventing or delaying diabetes onset in a high‐risk group. We have retained ˜ 85% of the original participants for nearly 20 years. At the time of the most recent data lock, ˜ 50% of participants had developed diabetes, whereas the others had not. This analysis examines residual risk factors for diabetes and microvascular disease not formerly explored in the DPPOS. Simple clinical information, such as the number of medications taken and glycaemic variability, are associated with increased risk for diabetes and microvascular disease. Hypertension and use of anti‐hypertensive medication predicted composite microvascular disease independent of diabetes status.
AbstractList Aim Approximately half of the participants in the Diabetes Prevention Outcomes Study (DPPOS) had diabetes after 15 years of follow‐up, whereas nearly all the others remained with pre‐diabetes. We examined whether formerly unexplored factors in the DPPOS coexisted with known risk factors that posed additional risk for, or protection from, diabetes as well as microvascular disease. Methods Cox proportional hazard models were used to examine predictors of diabetes. Sequential modelling procedures considered known and formerly unexplored factors. We also constructed models to determine whether the same unexplored factors that associated with progression to diabetes also predicted the prevalence of microvascular disease. Hazard ratios (HR) are per standard deviation change in the variable. Results In models adjusted for demographics and known diabetes risk factors, two formerly unknown factors were associated with risk for both diabetes and microvascular disease: number of medications taken (HR = 1.07, 95% confidence intervals (95% CI) 1.03 to 1.12 for diabetes; odds ratio (OR) = 1.10, 95% CI 1.04 to 1.16 for microvascular disease) and variability in HbA1c (HR = 1.02, 95% CI 1.01 to 1.03 for diabetes; OR = 1.06, 95% CI 1.04 to 1.09 for microvascular disease per sd). Total comorbidities increased risk for diabetes (HR = 1.10, 95% CI 1.04 to 1.16), whereas higher systolic (OR = 1.22, 95% CI 1.13 to 1.31) and diastolic (OR = 1.14, 95% CI 1.05 to 1.22) blood pressure, as well as the use of anti‐hypertensives (OR = 1.41, 95% CI 1.23 to 1.62), increased risk of microvascular disease. Conclusions Several formerly unexplored factors in the DPPOS predicted additional risk for diabetes and/or microvascular disease – particularly hypertension and the use of anti‐hypertensive medications – helping to explain some of the residual disease risk in participants of the DPPOS. What's new? The Diabetes Prevention Outcomes Study (DPPOS) is the largest global trial to date aimed at preventing or delaying diabetes onset in a high‐risk group. We have retained ˜ 85% of the original participants for nearly 20 years. At the time of the most recent data lock, ˜ 50% of participants had developed diabetes, whereas the others had not. This analysis examines residual risk factors for diabetes and microvascular disease not formerly explored in the DPPOS. Simple clinical information, such as the number of medications taken and glycaemic variability, are associated with increased risk for diabetes and microvascular disease. Hypertension and use of anti‐hypertensive medication predicted composite microvascular disease independent of diabetes status.
Approximately half of the participants in the Diabetes Prevention Outcomes Study (DPPOS) had diabetes after 15 years of follow-up, whereas nearly all the others remained with pre-diabetes. We examined whether formerly unexplored factors in the DPPOS coexisted with known risk factors that posed additional risk for, or protection from, diabetes as well as microvascular disease. Cox proportional hazard models were used to examine predictors of diabetes. Sequential modelling procedures considered known and formerly unexplored factors. We also constructed models to determine whether the same unexplored factors that associated with progression to diabetes also predicted the prevalence of microvascular disease. Hazard ratios (HR) are per standard deviation change in the variable. In models adjusted for demographics and known diabetes risk factors, two formerly unknown factors were associated with risk for both diabetes and microvascular disease: number of medications taken (HR = 1.07, 95% confidence intervals (95% CI) 1.03 to 1.12 for diabetes; odds ratio (OR) = 1.10, 95% CI 1.04 to 1.16 for microvascular disease) and variability in HbA (HR = 1.02, 95% CI 1.01 to 1.03 for diabetes; OR = 1.06, 95% CI 1.04 to 1.09 for microvascular disease per sd). Total comorbidities increased risk for diabetes (HR = 1.10, 95% CI 1.04 to 1.16), whereas higher systolic (OR = 1.22, 95% CI 1.13 to 1.31) and diastolic (OR = 1.14, 95% CI 1.05 to 1.22) blood pressure, as well as the use of anti-hypertensives (OR = 1.41, 95% CI 1.23 to 1.62), increased risk of microvascular disease. Several formerly unexplored factors in the DPPOS predicted additional risk for diabetes and/or microvascular disease - particularly hypertension and the use of anti-hypertensive medications - helping to explain some of the residual disease risk in participants of the DPPOS.
Aim Approximately half of the participants in the Diabetes Prevention Outcomes Study (DPPOS) had diabetes after 15 years of follow-up, whereas nearly all the others remained with pre-diabetes. We examined whether formerly unexplored factors in the DPPOS coexisted with known risk factors that posed additional risk for, or protection from, diabetes as well as microvascular disease. Methods Cox proportional hazard models were used to examine predictors of diabetes. Sequential modelling procedures considered known and formerly unexplored factors. We also constructed models to determine whether the same unexplored factors that associated with progression to diabetes also predicted the prevalence of microvascular disease. Hazard ratios (HR) are per standard deviation change in the variable. Results In models adjusted for demographics and known diabetes risk factors, two formerly unknown factors were associated with risk for both diabetes and microvascular disease: number of medications taken (HR = 1.07, 95% confidence intervals (95% CI) 1.03 to 1.12 for diabetes; odds ratio (OR) = 1.10, 95% CI 1.04 to 1.16 for microvascular disease) and variability in HbA1c (HR = 1.02, 95% CI 1.01 to 1.03 for diabetes; OR = 1.06, 95% CI 1.04 to 1.09 for microvascular disease per sd). Total comorbidities increased risk for diabetes (HR = 1.10, 95% CI 1.04 to 1.16), whereas higher systolic (OR = 1.22, 95% CI 1.13 to 1.31) and diastolic (OR = 1.14, 95% CI 1.05 to 1.22) blood pressure, as well as the use of anti-hypertensives (OR = 1.41, 95% CI 1.23 to 1.62), increased risk of microvascular disease. Conclusions Several formerly unexplored factors in the DPPOS predicted additional risk for diabetes and/or microvascular disease - particularly hypertension and the use of anti-hypertensive medications - helping to explain some of the residual disease risk in participants of the DPPOS. What's new? The Diabetes Prevention Outcomes Study (DPPOS) is the largest global trial to date aimed at preventing or delaying diabetes onset in a high-risk group. We have retained 85% of the original participants for nearly 20 years. At the time of the most recent data lock, 50% of participants had developed diabetes, whereas the others had not. This analysis examines residual risk factors for diabetes and microvascular disease not formerly explored in the DPPOS. Simple clinical information, such as the number of medications taken and glycaemic variability, are associated with increased risk for diabetes and microvascular disease. Hypertension and use of anti-hypertensive medication predicted composite microvascular disease independent of diabetes status.
AIMApproximately half of the participants in the Diabetes Prevention Outcomes Study (DPPOS) had diabetes after 15 years of follow-up, whereas nearly all the others remained with pre-diabetes. We examined whether formerly unexplored factors in the DPPOS coexisted with known risk factors that posed additional risk for, or protection from, diabetes as well as microvascular disease.METHODSCox proportional hazard models were used to examine predictors of diabetes. Sequential modelling procedures considered known and formerly unexplored factors. We also constructed models to determine whether the same unexplored factors that associated with progression to diabetes also predicted the prevalence of microvascular disease. Hazard ratios (HR) are per standard deviation change in the variable.RESULTSIn models adjusted for demographics and known diabetes risk factors, two formerly unknown factors were associated with risk for both diabetes and microvascular disease: number of medications taken (HR = 1.07, 95% confidence intervals (95% CI) 1.03 to 1.12 for diabetes; odds ratio (OR) = 1.10, 95% CI 1.04 to 1.16 for microvascular disease) and variability in HbA1c (HR = 1.02, 95% CI 1.01 to 1.03 for diabetes; OR = 1.06, 95% CI 1.04 to 1.09 for microvascular disease per sd). Total comorbidities increased risk for diabetes (HR = 1.10, 95% CI 1.04 to 1.16), whereas higher systolic (OR = 1.22, 95% CI 1.13 to 1.31) and diastolic (OR = 1.14, 95% CI 1.05 to 1.22) blood pressure, as well as the use of anti-hypertensives (OR = 1.41, 95% CI 1.23 to 1.62), increased risk of microvascular disease.CONCLUSIONSSeveral formerly unexplored factors in the DPPOS predicted additional risk for diabetes and/or microvascular disease - particularly hypertension and the use of anti-hypertensive medications - helping to explain some of the residual disease risk in participants of the DPPOS.
Author Mather, K. J.
Perreault, L.
Aroda, V. R.
Dabelea, D.
Pan, Q.
Hamman, R. F.
Kahn, S. E.
Knowler, W. C.
Barrett‐Connor, E.
Dagogo‐Jack, S.
AuthorAffiliation 3 MedStar Health Research Institute, Hyattsville, MD
6 University of Tennessee, Memphis, TN
8 Indiana University, Indianapolis, IN
7 VA Puget Sound Health Care System and University of Washington, Seattle, WA
1 University of Colorado, Aurora, CO
9 National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), Phoenix, AZ, USA
5 Colorado School of Public Health, Aurora, CO
4 University of California, San Diego, La Jolla, CA
2 George Washington University, Rockville, MD
AuthorAffiliation_xml – name: 2 George Washington University, Rockville, MD
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– name: 6 University of Tennessee, Memphis, TN
– name: 7 VA Puget Sound Health Care System and University of Washington, Seattle, WA
– name: 8 Indiana University, Indianapolis, IN
– name: 9 National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), Phoenix, AZ, USA
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  organization: National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK)
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  year: 2017
  text: December 2017
PublicationDecade 2010
PublicationPlace England
PublicationPlace_xml – name: England
– name: London
PublicationTitle Diabetic medicine
PublicationTitleAlternate Diabet Med
PublicationYear 2017
Publisher Wiley Subscription Services, Inc
Publisher_xml – name: Wiley Subscription Services, Inc
References 2017; 40
2010; 33
2015; 38
2015; 3
2004; 27
1997; 20
2009; 374
1998; 317
2000b; 355
1999; 22
1992; 305
2009; 150
2008; 31
2016; 17
2003; 52
2012; 97
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2014; 349
1993; 36
2009; 32
2015; 64
2016; 64
2002; 346
2005; 54
2000a; 23
2012; 379
2001; 414
2012; 8
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Brazier (10.1111/dme.13453-BIB0014|dme13453-cit-0014) 1992; 305
The Diabetes Prevention Program (10.1111/dme.13453-BIB0008|dme13453-cit-0008) 1999; 22
Nelson (10.1111/dme.13453-BIB0027|dme13453-cit-0027) 1993; 36
Hirsch (10.1111/dme.13453-BIB0022|dme13453-cit-0022) 2015; 38
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SSID ssj0012939
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Snippet Aim Approximately half of the participants in the Diabetes Prevention Outcomes Study (DPPOS) had diabetes after 15 years of follow‐up, whereas nearly all the...
Approximately half of the participants in the Diabetes Prevention Outcomes Study (DPPOS) had diabetes after 15 years of follow-up, whereas nearly all the...
Aim Approximately half of the participants in the Diabetes Prevention Outcomes Study (DPPOS) had diabetes after 15 years of follow-up, whereas nearly all the...
AIMApproximately half of the participants in the Diabetes Prevention Outcomes Study (DPPOS) had diabetes after 15 years of follow-up, whereas nearly all the...
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wiley
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StartPage 1747
SubjectTerms Adult
Antihypertensives
Blood pressure
Demography
Diabetes
Diabetes mellitus
Diabetes Mellitus, Type 2 - complications
Diabetes Mellitus, Type 2 - epidemiology
Diabetes Mellitus, Type 2 - prevention & control
Diabetic Angiopathies - epidemiology
Diabetic Angiopathies - prevention & control
Diet, Reducing
Disease prevention
Exercise Therapy
Female
Follow-Up Studies
Humans
Hypertension
Male
Metformin - therapeutic use
Microvasculature
Middle Aged
Obesity - complications
Obesity - epidemiology
Obesity - therapy
Overweight - complications
Overweight - epidemiology
Overweight - therapy
Prediabetic State - complications
Prediabetic State - epidemiology
Prediabetic State - pathology
Prediabetic State - therapy
Prevalence
Risk Factors
Risk groups
Risk Reduction Behavior
Treatment Outcome
Weight Reduction Programs - methods
Title Exploring residual risk for diabetes and microvascular disease in the Diabetes Prevention Program Outcomes Study (DPPOS)
URI https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fdme.13453
https://www.ncbi.nlm.nih.gov/pubmed/28833481
https://www.proquest.com/docview/1963809109/abstract/
https://search.proquest.com/docview/1932166211
https://pubmed.ncbi.nlm.nih.gov/PMC5687994
Volume 34
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