the diabetic retinopathy clinical research network effect of diabetes education during retinal...
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The Diabetic Retinopathy Clinical Research NetworkThe Diabetic Retinopathy
Clinical Research Network
Effect of Diabetes Education
During Retinal Ophthalmology Visits
on Diabetes Control (Protocol M)
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Rationale for Diabetes Education During Retina Examination
Rationale for Diabetes Education During Retina Examination
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Ocular complications often can be observed before substantial vision loss and may be a highly motivating finding for an individual to be vigilant about glycemic control.
Educational intervention at the ophthalmology office may have additional impact beyond the current standard of diabetes education at other medical offices.
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Primary Objective• Determine if glycemic control in individuals
with type 1 or type 2 diabetes can be improved with subject-specific diabetes education and risk assessment during retina examinations
Compare mean change in HbA1c from baseline to 1 year in the intervention vs. control groups; within 2 cohorts 1. More Frequent Cohort- seen for standard care
more frequently than every 12 months2. Annual Cohort- for standard care every 12
months
Protocol M: Primary Objective
Study DesignStudy Design
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Participants meeting all of the following criteria*:• At least 18 years old with Type 1 or type 2 diabetes
Cluster Randomized Trial (N = 1875)
Primary Outcome: Mean Change in HbA1c from baseline to 1 year†
*Only participants with a central laboratory measured HbA1c ≥ 6.0% will be included in the primary analysis†Parallel analyses were performed on all outcomes for the data collected at 3 months and 2 years. Results were similar to 1 year and are not included.
Secondary Outcomes: Diabetes care knowledge assessments PAID and SCI-2, BMI, and BP
Control Intervention Control Intervention
AnnualMore
Frequent
42 participating sites 34 randomized by site (Cluster Unit = Site) 8 randomized by investigator (Cluster Unit = subset
of investigators at site)50 Clusters
25 Assigned to Intervention 25 Assigned to Control
Recruitment Goal 900 in each cohort
Participants were included in the more frequent cohort if at least one retinal visit occurred between baseline and 1 year, otherwise they were included in the annual cohort.
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Randomization
Enrollment and Follow-up Enrollment and Follow-up
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More FrequentN = 990
Control N = 502
InterventionN = 488
Dropped = 62 Deaths = 6
Completed = 434
Dropped = 62 Deaths = 6
Completed = 43412-Month Visit
Enrollment and Follow-up Enrollment and Follow-up
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AnnualN = 756
Control N = 368
InterventionN = 388
Dropped = 59 Deaths = 4
Completed = 300
Dropped = 57 Deaths = 11
Completed = 32012-Month Visit
TreatmentTreatment
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Usual Care
HbA1c- immediate feedback Personalized risk assessment
including retinopathy level, HbA2c, and BP
Feedback to PCP Supplemental diabetes
management materials for home use
Testing with supplemental education by investigator as needed
Email follow-up with link to view personalized risk assessment reports
Control
Intervention
ResultsResults
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Participant Baseline Characteristics
Participant Baseline Characteristics
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More Frequent Annual
Control Intervention Control Intervention
Gender: Women 50% 55% 58% 58%
Median Age 64 65 61 63
Race/Ethnicity: White
63% 58% 63% 55%
Type 1 Diabetes 12% 11% 16% 13%
Type 2 Diabetes 88% 86% 82% 84%
Mean HbA1c 8.3 8.6 8.3 8.4
Ocular Baseline CharacteristicsOcular Baseline Characteristics
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More Frequent Annual
Control Intervention Control Intervention
Visual Acuity 20/20 or better (in the better seeing eye)
32% 31% 51% 52%
DME on clinical exam (worse of 2 eyes)
40% 34% 5% 5%
Patient Knowledge of HbA1c(N = 631)*
Patient Knowledge of HbA1c(N = 631)*
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4 5 6 7 8 9 10 11 12 13 14 15 16 17 18456789
101112131415161718
Central Lab Measured HbA1c
Las
t K
no
wn
Hb
A1c
*Among those who had a last known date within the last 6 months
In Office vs Central Lab HbA1c(N = 867)
In Office vs Central Lab HbA1c(N = 867)
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4 6 8 10 12 14 16456789
101112131415161718
Central Lab Measured HbA1c
Las
t K
no
wn
Hb
A1c
More Frequent CohortMore Frequent Cohort
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More Frequent CohortNumber of Follow Up Retina Visits Prior to 12 Month Visit
More Frequent CohortNumber of Follow Up Retina Visits Prior to 12 Month Visit
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Control†
N = 424Intervention†
N = 423
4 or more visits* 42% 32%
Median # of visits* 2 3
*Case report forms captures this information for clinical center visits at the DRCR.net site that enrolled the participant.
† Includes only participants who completed the 12 month primary outcome visit and had a non-missing central lab value (i.e., participants in the primary analysis
More Frequent CohortNumber of Follow Up Interventions Prior to 12 Month Visit
More Frequent CohortNumber of Follow Up Interventions Prior to 12 Month Visit
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# Follow up interventions*
InterventionN = 411
0 22%
1 42%
2 26%
3 11%
*Based on follow up visits where in office HbA1c was recorded.
More Frequent Cohort12 Month Primary Analysis
More Frequent Cohort12 Month Primary Analysis
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Central Lab HbA1cControl N = 424
InterventionN = 423
Mean at Baseline 8.3 8.5
Mean at 12M 8.2 8.3
Mean change from baseline to 12M -0.1 -0.3
Mean difference (Cont-Int)* -0.09
95% Confidence Interval* -0.29, +0.12
P-value* 0.35
*From a repeated measures model adjusting for baseline HbA1c and fitting a correlation between patients within site, assuming the correlation is the same for any pair of patients at a given site, and the within site correlation is the same at all sites. P-value from adjusted model (race, education level, income) = 0.29
More Frequent CohortPrimary Analysis of HbA1c at 1 Year
More Frequent CohortPrimary Analysis of HbA1c at 1 Year
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Control N = 424
InterventionN = 423
% with HbA1c < 7.0% 23% 23%% with HbA1c > 10.0% 11% 14%% with relative decrease in HbA1c ≥ 10% 21% 25%
% with absolute decrease in HbA1c ≥ 0.5% 31% 36%
% with absolute increase in HbA1c ≥ 0.5% 26% 26%
More Frequent Cohort12 Month Secondary Outcomes
More Frequent Cohort12 Month Secondary Outcomes
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Control N = 430
InterventionN = 418
Mean Change in Mean Arterial BP (mmHg)
-1 -1
Mean Change in Body Mass Index (kg/m2)
+0.1 -0.1
Annual CohortLimited to participants with a baseline central lab HbA1c ≥6.0%
Annual CohortLimited to participants with a baseline central lab HbA1c ≥6.0%
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Annual Cohort12 Month Primary Analysis
Annual Cohort12 Month Primary Analysis
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Central Lab HbA1cControl N = 289
InterventionN = 297
Mean at Baseline 8.2 8.4
Mean at 12M 8.2 8.3
Mean change from baseline to 12M 0.0 -0.1
Mean difference (Cont-Int)* 0.04
95% Confidence Interval* -0.18, +0.26
P-value* 0.68
*From a repeated measures model adjusting for baseline HbA1c and fitting a correlation between patients within site, assuming the correlation is the same for any pair of patients at a given site, and the within site correlation is the same at all sites. P-value from adjusted model (race, education level, income) = 0.52
Annual Cohort12 Month Secondary Outcomes
Annual Cohort12 Month Secondary Outcomes
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Control N = 321
InterventionN = 340
Mean Change in Mean Arterial BP (mmHg)
-1 0
Mean Change in Body Mass Index (kg/m2)
0.0 -0.2
Sensitivity AnalysisSensitivity Analysis Results were similar when annual cohort was
pooled with more frequent cohort. Sensitivity analyses were consistent with the
primary analysis results, including• using all available measurements (POC or PC)
when central lab value not available• excluding N = 48 (3%) cases where abnormal
hemoglobin variant observed• imputing for missing 1-year data • evaluating separately by cluster type (site-level or
investigator-level)
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Sensitivity AnalysisSensitivity Analysis Results were also consistent when
stratified by predefined baseline subgroups of interest • A1c, last known A1c, annual income, diabetes
type, DR severity, VA, and DME
An interaction between site and treatment group was not identified
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Discussion
Individualized assessment of diabetes complication risks during ophthalmology visits did not alter glycemic control, compared with usual care.
The lack of intervention effect in this study could reflect the standard care given by this specialized investigator group which is highly attuned to evidence-based retinal care for individuals with diabetes, and possibly already providing patient education at a level where the prescribed intervention would not add incremental benefit. 29
Discussion
DiscussionDiscussion The similarity of A1c between intervention
and control groups at one year emphasizes the challenge and need for additional approaches other than those employed in this study, including :
1. Personalized retinal imaging
2. Displaying images of severe diabetic complications
3. Exposure to individuals who have experienced these debilitating complications
4. More frequent educational interaction
5. Additional communication with primary diabetes care providers.
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ConclusionConclusion The addition of personalized education and risk
assessment during ophthalmology visits in this study did not improve glycemic control,
long-term optimization of glycemic control is still clearly a cornerstone of diabetes care.
These results suggest that optimizing glycemic control remains a substantive challenge requiring more extensive interventional paradigms than examined in this study and further research into new technologies and models of behavioral change.
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Conclusion Conclusion Until more successful approaches are
found, ophthalmologists and all other diabetes care providers should continue their efforts to maximize education, assessment, systemic control and treatment of complications for patients with diabetes.
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