Opportunistic Screening for Prediabetes and Early Diabetes in Primary Care
Type 2 Diabetes Mellitus
Other: Glucose challenge test
Other: Glucose tolerance test
|Study Design:||Observational Model: Cohort
Time Perspective: Cross-Sectional
|Official Title:||Screening for Prediabetes and Early Diabetes in Primary Care|
- Ability of Different Screening Tests Which Can be Performed Opportunistically (During Outpatient Visits -- at Any Time of Day, Regardless of Meal Status) to Predict Findings With the Oral Glucose Tolerance Test (in the Morning, After an Overnight Fast) [ Time Frame: 3 years ]
Area under ROC curve (AROC) for prediction of diabetes (based on OGTT) and high-risk dysglycemia (based on OGTT, IGT with 2 hour OGTT glucose 140-199 mg/dl, and/or IFG with fasting glucose 110-125 mg/dl).
ROC curves are plots of (1-sensitivity) vs. (1-specificity) for all possible screening cutoffs, so a higher AROC indicates higher predictive accuracy. A perfect test would have an AROC of 1.00, while a test equivalent to tossing a coin (random) would have an AROC of 0.50; if confidence limits include 0.50, predictive accuracy is no better than chance.
It is important to appreciate that while AROC analysis can show the relative accuracy of different screening tests, and aid the selection of which test to use in clinical practice, such an analysis does not define what the optimal screening test cutoff is. Selection of the optimal cutoff generally requires consideration of other factors, such as costs and/or the clinical importance of having higher or lower sensitivity.
- Cost to Identify a Single Case of High-risk Dysglycemia or Previously Unrecognized Diabetes [ Time Frame: 3 years ]Cost was expressed as cost (dollars) to identify a single case, with cases defined as (i) diabetes or (ii) high-risk dysglycemia. Cost projections for screening were conducted from both Medicare and VA perspectives. All screening projections assumed follow-up testing with an OGTT if the screening test exceeded a 70% specificity cut-off.
Biospecimen Retention: None Retained
|Study Start Date:||June 2009|
|Study Completion Date:||December 2012|
|Primary Completion Date:||December 2012 (Final data collection date for primary outcome measure)|
Atlanta VA Medical Center patients who meet criteria for screening for prediabetes and early diabetes based on standard guidelines of the VA, the American Diabetes Association, and the National Institutes of Health
Other: Glucose challenge test
At a first outpatient visit, at different times of the day and without a prior fast, subjects will have a 50 gram glucose drink followed by measurement of plasma and capillary glucose along with A1c one hour later. They will also fill out questionnaires. At a second outpatient visit, in the morning after fasting overnight, they will have a 75 gram oral glucose tolerance test.Other: Glucose tolerance test
Subjects found to have diabetes or prediabetes on the initial glucose tolerance test may be requested to have a repeat glucose tolerance test and A1c.
RELEVANCE TO VETERANS' HEALTH: Lack of a good strategy to identify prediabetes - probably ~10 years prior to the development of diabetes that is recognized clinically - may be the greatest present impediment to diabetes care. We are developing a new way to screen for prediabetes, and it should constitute a major opportunity to improve the health of ~4 million veterans; early recognition of glucose intolerance would permit institution of preventive strategies which are efficacious, convenient, and cost-effective - improving the health of individual veterans, reducing diabetes-related health care resource use and costs for the VA, and helping to spare VA funds for management of other disorders.
BACKGROUND: Prediabetes is a major public health problem which confers risk of diabetes and cardiovascular disease (CVD), but veterans with prediabetes are not detected, and cannot receive interventions to reduce their risks; CVD events, health resource use, and cost all rise before diabetes is diagnosed. Diabetes can be prevented or delayed by lifestyle change or medication, but since we do not identify prediabetes, glucose intolerance progresses for 5-10 years, and many patients have early diabetes complications and increased CVD risk when they are finally recognized. We are developing a new screening test for prediabetes, a "glucose challenge test" (GCT): patients have a 50g oral glucose challenge at any time of day, regardless of meal status, with a single 1 hr sample. If the GCT exceeds a cutoff, they have a 75g oral glucose tolerance test after an overnight fast, with 0 and 2 hr samples (OGTT). Our GCRC-based Preliminary Data show ROC AUC 0.83 (70% specificity, 82% sensitivity) and $51 per case identified; the GCT should constitute an effective, convenient, inexpensive, cost-effective screen for prediabetes - a critical indicator of individual, VA health care system, and societal risk.
OBJECTIVES: To translate our findings into improved health for VA patients, the GCT will need to be implemented in VA primary care settings - where practitioners often do not screen for prediabetes, or manage diabetes optimally. Such barriers must be overcome in order to conduct definitive studies aimed to show that use of the GCT to detect prediabetes (and previously unrecognized diabetes) in primary care leads to improved outcomes. Thus, VA policies for system-wide implementation of GCT screening must be preceded by logical next steps: validation and demonstration of likely cost-effectiveness.
METHODS: AIM #1. Validation: (A) To establish feasibility, we will interact with VA primary care providers to solve logistical problems, and determine optimal screening strategies. (B) To assess test performance, we will (a) perform GCTs and measure A1c in ~1,800 patients, (b) evaluate OGTTs in all subjects, and (c) compare sensitivity, specificity, and ROC curves from GCT vs. A1c or "predictive model" screening in primary care to those in our GCRC studies. Availability of this dataset will also permit (d) subsequent management of diabetes/prediabetes to be evaluated relative to standardized guidelines. AIM #2. Costs: To evaluate impact, we will (a) capture the costs of diagnostic tests, staff effort, and patient time; (b) express cost per case identified from both VA health system and societal perspectives; and (c) compare GCT vs. alternative strategies with a wide range of assumptions about false-(+)/false-(-) costs to reflect downstream cost implications of test imperfections. Engagement with this process will also provide (d) for those study patients with prediabetes who go on to develop diabetes, an opportunity to explore VA resource use and costs before and after the diagnosis of diabetes. This will provide preliminary data for subsequent proposals to compare resource use and costs vs. those of other VA patients who are newly diagnosed with diabetes in settings where there is no screening for prediabetes.
Please refer to this study by its ClinicalTrials.gov identifier: NCT00787839
|United States, Georgia|
|Atlanta VA Medical and Rehab Center, Decatur, GA|
|Decatur, Georgia, United States, 30033|
|Principal Investigator:||Lawrence S Phillips, MD||Atlanta VA Medical and Rehab Center, Decatur, GA|