| Literature DB >> 25204977 |
John M Lachin, Neil H White, Dean P Hainsworth, Wanjie Sun, Patricia A Cleary, David M Nathan.
Abstract
The Diabetes Control and Complications Trial (DCCT) demonstrated that a mean of 6.5 years of intensive therapy aimed at near-normal glucose levels reduced the risk of development and progression of retinopathy by as much as 76% compared with conventional therapy. The Epidemiology of Diabetes Interventions and Complications study (EDIC) observational follow-up showed that the risk of further progression of retinopathy 4 years after the DCCT ended was also greatly reduced in the former intensive group, despite nearly equivalent levels of HbA1c, a phenomenon termed metabolic memory. Metabolic memory was shown to persist through 10 years of follow-up. We now describe the risk of further progression of retinopathy, progression to proliferative diabetic retinopathy, clinically significant macular edema, and the need for intervention (photocoagulation or anti-VEGF) over 18 years of follow-up in EDIC. The cumulative incidence of each retinal outcome continues to be lower in the former intensive group. However, the year-to-year incidence of these outcomes is now similar, owing in large part to a reduction in risk in the former conventional treatment group.Entities:
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Year: 2014 PMID: 25204977 PMCID: PMC4303965 DOI: 10.2337/db14-0930
Source DB: PubMed Journal: Diabetes ISSN: 0012-1797 Impact factor: 9.461
Clinical characteristics of the former DCCT INT and CONV participants at DCCT baseline, DCCT closeout, and EDIC years 15–18
| DCCT baseline (1983–1989) ( | End of DCCT (1993) ( | EDIC years 15–18 (2007–2012) ( | ||||
|---|---|---|---|---|---|---|
| INT | CONV | INT | CONV | INT | CONV | |
| 711 | 730 | 701 | 722 | 606 | 608 | |
| Medical history | ||||||
| Age (years) | 27.2 (7.1) | 26.7 (7.1) | 33.6 (7.0) | 33.0 (7.0) | 50.9 (7.2) | 49.9 (7.0) |
| Female (%) | 48.5 | 45.9 | 48.9 | 46.0 | 48.8 | 46.9 |
| Diabetes duration (years) | 5.8 (4.2) | 5.5 (4.1) | 12.3 (4.9) | 11.9 (4.8) | 29.3 (5.3) | 28.7 (5.4) |
| DCCT primary cohort (%) | 49.0 | 51.8 | 49.2 | 51.7 | 48.4 | 50.8 |
| Hypertension (%) | 3.1 | 2.1 | 4.4 | 3.9 | 62.4 | 66.0 |
| Hyperlipidemia (%) | 22.8 | 23.4 | 25.8 | 29.9 | 64.5 | 66.8 |
| Current cigarette smoking (%) | 18.6 | 18.4 | 20.3 | 19.8 | 12.2 | 12.2 |
| Medical treatment | ||||||
| Glucose management | ||||||
| Pump or multiple daily injections (≥3) (%) | 0 | 0 | 97.2 | 5.1 | 98.2 | 96.1 |
| Glucose monitoring ≥4 times a day (%) | 0 | 0 | 52.6 | 3.7 | 66.8 | 70.2 |
| Use of ACE inhibitor or ARB (%) | 0 | 0 | — | — | 53.0 | 57.6 |
| Physical examination | ||||||
| BMI (kg/m2) | 23.4 (2.7) | 23.5 (2.9) | 26.5 (4.2) | 25.0 (3.1) | 28.9 (5.6) | 28.2 (5.0) |
| Obese (BMI ≥30 kg/m2) (%) | 1.3 | 1.9 | 18.5 | 5.7 | 35.6 | 31.4 |
| Systolic blood pressure (mmHg) | 114.5 (11.3) | 114.6 (11.4) | 116.3 (11.7) | 115.3 (12.0) | 121.1 (14.5) | 120.4 (14.7) |
| Diastolic blood pressure (mmHg) | 73.1 (8.2) | 72.9 (8.7) | 74.4 (8.8) | 74.2 (8.8) | 71.7 (9.0) | 71.3 (8.8) |
| Mean arterial pressure (mmHg) | 86.9 (8.2) | 86.8 (8.6) | 88.3 (8.9) | 87.9 (8.9) | 88.1 (9.5) | 87.7 (9.4) |
| Laboratory values | ||||||
| HbA1c (%) | 9.1 (1.6) | 9.1 (1.6) | 7.2 (0.9) | 9.1 (1.3) | 8.0 (1.1) | 8.0 (1.0) |
| mmol/mol | 76 (17.5) | 76 (17.5) | 55 (9.8) | 76 (14.2) | 64 (12.0) | 64 (10.9) |
| Plasma lipids (mg/dL) | ||||||
| Total cholesterol | 177.1 (32.8) | 175.7 (33.6) | 178.9 (31.3) | 183.7 (36.9) | 175.4 (36.2) | 172.5 (38.5) |
| HDL cholesterol | 50.8 (12.3) | 50.3 (12.3) | 50.8 (12.8) | 51.6 (12.9) | 61.3 (19.4) | 61.6 (18.3) |
| LDL cholesterol | 110.3 (28.7) | 109.1 (29.4) | 111.7 (27.3) | 114.6 (31.5) | 97.3 (29.5) | 94.4 (30.5) |
| Triglycerides | 80.8 (43.3) | 81.8 (51.3) | 81.9 (51.5) | 88.3 (54.5) | 84.4 (54.9) | 83.4 (76.7) |
| Complications | ||||||
| Eye | ||||||
| Retinopathy levels (%) | ||||||
| No retinopathy (10/10) | 48.9 | 51.8 | 28.3 | 17.2 | 10.8 | 4.8 |
| MA only (20/<20) | 35.1 | 27.8 | 39.7 | 32.1 | 36.9 | 26.2 |
| Mild NPDR (35/<35) | 11.6 | 15.2 | 21.3 | 28.5 | 20.2 | 18.1 |
| Moderate NPDR (43/<43 – 53/53) | 4.5 | 5.1 | 8.3 | 14.4 | 16.5 | 19.7 |
| SNPDR or worse (53/<53 +) | 0 | 0.1 | 2.6 | 7.8 | 15.5 | 31.2 |
| Renal | ||||||
| Sustained AER >30 mg/24 h | 5.2 | 4.3 | 7.6 | 14.5 | 13.5 | 20.6 |
| AER >300 mg/24 h | 0 | 0 | 1.4 | 3.2 | 4.0 | 7.4 |
| Sustained eGFR <60 mL/min/1.73 m2 (%) | 0 | 0 | 0.1 | 0.4 | 3.9 | 5.4 |
Data presented as mean (SD) or percent. Retinopathy or CSME assessments by fundus photography were completed for 1,423 subjects at DCCT closeout and 1,259 subjects between EDIC years 15 and 18. Each subject was assessed once every 4 years timed to the year of entry into the DCCT and all subjects assessed at 4 and 10 years.
P < 0.05 by the Wilcoxon rank sum test for quantitative outcomes, χ2 test for categorical outcomes, or Armitage trend test for ordinal outcomes (retinopathy) comparing conventional and intensive treatment.
P < 0.01 by the Wilcoxon rank sum test for quantitative outcomes, χ2 test for categorical outcomes, or Armitage trend test for ordinal outcomes (retinopathy) comparing conventional and intensive treatment.
Hypertension was defined by systolic blood pressure ≥140 mmHg, diastolic blood pressure ≥90 mmHg, or use of antihypertensive medications.
Hyperlipidemia was defined by an LDL cholesterol level ≥130 mg/dL (3.4 mmol/L) or the use of lipid-lowering agents.
Medication usage was not recorded during the DCCT. Use of ACE inhibitors was proscribed during the DCCT. At EDIC year 1, ACE inhibitor use was 5.6% in INT and 6.9% in CONV. ARBs were not available until later during EDIC.
End of DCCT HbA1c is the mean HbA1c throughout the DCCT; EDIC years 15–18 HbA1c values are time-averaged values through EDIC to the years 15–18 visit. The time-averaged mean (SD) HbA1c levels through DCCT and EDIC combined were 7.8% (0.9) and 8.3% (1.0) (62 [9.8] and 67 [10.9] mmol/mol) among participants assigned to intensive and conventional diabetes therapy, respectively. ARB, angiotensin II receptor blocker; eGFR, estimated glomerular filtration rate; MA, microaneurysms; NPDR, nonproliferative diabetic retinopathy.
Figure 1Box plots of the distribution of glycosylated hemoglobin (HbA1c) values in the DCCT treatment group at the end of the DCCT and at each of the first 18 years of EDIC. Each box shows the quartiles, + denotes the mean, and whiskers show the range.
Incidence of further three or more–step progression of retinopathy and new PDR between the end of the DCCT and after 18 years of the EDIC study overall and stratified by the level of retinopathy at the end of DCCT
| Retinopathy levels at DCCT closeout | Further ≥3-step progression | PDR | ||||||
|---|---|---|---|---|---|---|---|---|
| No. with event (%) | Adjusted risk reduction (%, CI) | No. with event (%) | Adjusted risk reduction (%, CI) | |||||
| All levels | 1,358 | 46 (36, 54) | <0.0001 | 1,318 | 47 (30, 60) | <0.0001 | ||
| Intensive | 684 | 267 (39.0%) | 668 | 86 (12.9%) | ||||
| Conventional | 674 | 380 (56.4%) | 650 | 172 (26.5%) | ||||
| Stratified by retinopathy levels at DCCT closeout | ||||||||
| Stratum 1: no retinopathy | 30 (5, 49) | 0.021 | 8 (−186, 70) | 0.89 | ||||
| Intensive | 194 | 100 (51.6%) | 194 | 8 (4.1%) | ||||
| Conventional | 123 | 74 (60.2%) | 122 | 5 (4.1%) | ||||
| Stratum 2: microaneurysm only | 54 (38, 65) | <0.0001 | 53 (19, 73) | 0.007 | ||||
| Intensive | 275 | 88 (32.0%) | 274 | 23 (8.4%) | ||||
| Conventional | 220 | 112 (50.9%) | 220 | 32 (14.6%) | ||||
| Stratum 3: mild nonproliferative retinopathy | 55 (33, 70) | <0.0001 | 52 (23, 70) | 0.002 | ||||
| Intensive | 149 | 44 (29.5%) | 149 | 31 (20.8%) | ||||
| Conventional | 200 | 101 (50.5%) | 199 | 64 (32.2%) | ||||
| Stratum 4: moderate or severe nonproliferative retinopathy | 45 (17, 63) | 0.004 | 44 (9, 65) | 0.018 | ||||
| Intensive | 65 | 35 (53.9%) | 50 | 24 (48.0%) | ||||
| Conventional | 126 | 93 (73.8%) | 104 | 71 (68.3%) | ||||
Analysis includes all subjects who were free of scatter photocoagulation during DCCT, alive at the initiation of EDIC, and had at least one retinal evaluation in EDIC. The stratified analysis was limited to those with retinopathy measurements at DCCT closeout. Analyses were stratified by retinopathy severity at the end of DCCT, defined as no retinopathy (ETDRS grade 10/10), microaneurysms only (grade 20), mild nonproliferative diabetic retinopathy (NPDR) (grade 30), or greater or equal to moderate NPDR (≥grade 40 or scatter laser).
A separate Weibull model was performed for each strata and for all levels combined, after adjustment for primary/secondary cohort, HbA1c value at entry to the DCCT, and diabetes duration at DCCT baseline. Analysis of all levels combined was also adjusted for the level of retinopathy at the end of the DCCT. Risk reduction is for intensive therapy as compared with conventional therapy. The P value is obtained from a Wald test of the group coefficient in the model.
Analysis includes all subjects who were free of PDR during DCCT, alive at the initiation of EDIC, and either had an EDIC retinal assessment or reported pan-retinal laser treatment for retinopathy during EDIC.
Figure 2Estimated cumulative incidence of further progression of retinopathy from DCCT closeout to EDIC year 18 within the former DCCT INT and CONV. A: Further three-step progression from the level at DCCT closeout (n = 1,358). B: New onset of PDR (n = 1,318). C: New onset of CSME (n = 1,277). D: New photocoagulation (pan-retinal or focal laser or anti-VEGF use) based on fundus photography grading and/or patient reporting (n = 1,335). Estimated cumulative incidence was based on the Weibull regression models adjusted for the level of retinopathy at the end of the DCCT, primary vs. secondary cohort, glycated hemoglobin value on entry to the DCCT, and diabetes duration at DCCT baseline. Subjects who had prior scatter photocoagulation during the DCCT (n = 36), who died during the DCCT (n = 11), or who had no EDIC measurements (n = 36) were excluded from all the analyses. Subjects with prior PDR during the DCCT (n = 78) excluded from B, prior CSME during the DCCT (n = 120) excluded from C, and prior treatment during the DCCT (n = 74) excluded from D.
Figure 3Estimated hazard rate (incidence) function of further progression of retinopathy from DCCT closeout to EDIC year 18 within the former DCCT INT and CONV. A: Further three-step progression from the level at DCCT closeout. B: New onset of PDR. C: New onset of CSME. D: New photocoagulation (pan-retinal or focal laser or anti-VEGF use) based on fundus photography grading and/or patient reporting. Estimated hazard rate was based on a smoothed Turnbull nonparametric estimate of the survival function, without adjustment for other factors. Risk reductions from DCCT closeout to EDIC year 10 and from EDIC year 10 to EDIC year 18 were obtained from separate Weibull regression models of those at risk during each period.
Prevalence of various retinopathy complications in the former DCCT INT and CONV at DCCT closeout, EDIC year 10, and EDIC years 15–18 among 1,214 patients evaluated for retinopathy or CSME during EDIC years 15–18
| DCCT closeout ( | EDIC year 10 ( | EDIC years 15–18 ( | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Retinopathy complications | INT | CONV | Odds reduction (%, CI) | INT | CONV | Adjusted odds reduction (%, CI) | INT | CONV | Adjusted odds reduction (%, CI) | |||
| 606 | 608 | 559 | 574 | 606 | 608 | |||||||
| ≥3 step progression from DCCT baseline | 9.2 | 31.5 | 78 (69, 84) | <0.0001 | 34.3 | 60.6 | 60 (49, 69) | <0.0001 | 41.1 | 58.7 | 41 (25, 54) | <0.0001 |
| SNPDR or worse (SNPDR+) (%) | 2.2 | 8.3 | 76 (55, 87) | <0.0001 | 8.8 | 25.8 | 62 (43, 75) | <0.0001 | 15.9 | 31.5 | 42 (20, 58) | 0.001 |
| PDR or worse (PDR+) (%) | 2.0 | 7.0 | 73 (48, 86) | <0.0001 | 8.6 | 25.4 | 63 (43, 75) | <0.0001 | 15.7 | 31.5 | 43 (21, 59) | 0.001 |
| 581 | 562 | 533 | 521 | 581 | 562 | |||||||
| CSME (%) | 3.8 | 6.8 | 46 (7, 68) | 0.024 | 9.4 | 20.4 | 44 (17, 63) | 0.004 | 17.0 | 26.0 | 23 (−4, 44) | 0.09 |
| 606 | 608 | 559 | 574 | 606 | 608 | |||||||
| Photocoagulation therapy (%) | 3.3 | 7.7 | 59 (30, 76) | 0.0007 | 9.3 | 25.4 | 58 (37, 72) | <0.0001 | 17.2 | 30.9 | 33 (9, 51) | 0.010 |
Each subject was assessed once every 4 years during years 15–18 of EDIC timed to the year of entry into the DCCT. All subjects (consenting) were assessed at years 4 and 10.
Owing to staggered retinal assessments, patients could have completed an EDIC retinal examination that did not show progression, but later received treatment due to progression during the interim. Accordingly, such patients with scatter photocoagulation after the last retinal examination were counted as worsening for retinopathy (SNPDR or PDR); those with focal photocoagulation or on anti-VEGF were counted as worsening for macular edema (CSME). The n for CSME does not include patients who received pan-retinal photocoagulation for retinopathy.
The odds reduction is for intensive therapy as compared with conventional therapy. The percent reduction in the odds for the INT versus CONV was computed as (1 − odds ratio) × 100.
Adjusted odds reduction was computed after stratification by the level of retinopathy at the end of the DCCT as shown in Table 1. Since this analysis is limited to the 1,214 patients with retinopathy evaluated at years 15–18, the risk reduction at EDIC year 10 is slightly different from that previously published (8).
Prior photocoagulation therapy is based on fundus photography grading and/or patient reporting. Photocoagulation includes pan-retinal laser for retinopathy or focal laser or use of anti-VEGF for CSME.
Associations of time-dependent covariates with risk of further three or more–step progression from DCCT closeout or new PDR in EDIC and the impact of adjusting for each covariate on the DCCT intensive diabetes treatment effect
| Time-dependent covariate(s) | Further ≥3-step progression | PDR | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Risk associated with the covariate | Effect of DCCT intensive diabetes therapy | Risk associated with the covariate | Effect of DCCT intensive diabetes therapy | |||||||
| Hazard ratio (95% CI) | Risk reduction (%) (95% CI) | % explained by covariate | Hazard ratio (95% CI) | Risk reduction (%) (95% CI) | % explained by covariate | |||||
| Baseline adjusted model | 46 (36, 54) | <0.0001 | — | 46 (29, 59) | <0.0001 | — | ||||
| HbA1c (per 10% increase) | 0 (−28, 22) | 0.9821 | 100% | −1 (−51, 32) | 0.9555 | 100% | ||||
| DCCT mean | 1.17 (1.07, 1.29) | 0.0006 | 1.22 (1.06, 1.42) | 0.0063 | ||||||
| Updated EDIC mean | 1.57 (1.46, 1.68) | <0.0001 | 1.66 (1.49, 1.85) | <0.0001 | ||||||
| Hyperlipidemia vs. not | 1.39 (1.16, 1.67) | 0.0003 | 42 (31, 52) | <0.0001 | 37% | 1.39 (1.06, 1.82) | 0.018 | 44 (24, 58) | 0.0001 | 24% |
| Sustained AER >30 mg/24 h vs. not | 1.79 (1.42, 2.25) | <0.0001 | 44 (34, 53) | <0.0001 | 10% | 2.54 (1.93, 3.34) | <0.0001 | 39 (19, 53) | 0.0006 | 40% |
| Currently smoking vs. not | 1.34 (1.10, 1.61) | 0.0028 | 46 (36, 54) | <0.0001 | 0% | 1.27 (0.94, 1.71) | 0.12 | 46 (29, 59) | <0.0001 | 1.6% |
| Mean arterial blood pressure | 1.02 (1.01, 1.03) | <0.0001 | 47 (37, 55) | <0.0001 | 0% | 1.04 (1.02, 1.05) | <0.0001 | 46 (30, 59) | <0.0001 | 0% |
| RAAS inhibitor use | 0.96 (0.76, 1.21) | 0.70 | 46 (36, 54) | <0.0001 | 0.1% | 1.34 (1.00, 1.81) | 0.052 | 45 (28, 59) | <0.0001 | 2.8% |
Basic Weibull proportional hazards models evaluated the associations of DCCT treatment group with risk of further three or more–step progression or new PDR in EDIC, respectively, after adjustment for diabetes duration, HbA1c at DCCT entry, and retinopathy level at DCCT closeout. Risk reduction associated with intensive diabetes therapy is calculated as (1 − hazard ratio of intensive vs. conventional diabetes therapy with or without adjustment for covariate) × 100%.
Separate Weibull models evaluated associations of each time-dependent covariate with risk of retinopathy progression or new PDR to generate each covariate hazard ratio. Hazard ratio for covariates is evaluated per 10% increase in DCCT or EDIC HbA1c (e.g., from 8 to 8.8%), unit change in other quantitative covariates, or status change in binary covariates. DCCT mean HbA1c (a fixed covariate) and EDIC mean HbA1c (a time-dependent covariate) modeled together.
Additional models assessed the interaction between the covariate and the DCCT/EDIC weighted mean HbA1c. None was significant at the 0.05 level.
Separate Weibull models then evaluated the risk reduction with DCCT intensive vs. conventional diabetes therapy on risk of retinopathy progression or new PDR in EDIC, adjusting for each time-dependent covariate one at a time in addition to the covariates adjusted in the basic model (and modeling DCCT HbA1c along with the EDIC HbA1c). The percent of the DCCT treatment effect explained by group differences in each covariate is computed as the percentage change in the DCCT treatment group χ2 test value from the basic treatment effect model to the model adjusted for the time-dependent covariate. Since each covariate is evaluated in a separate model, the proportions do not sum to 100%.
Hyperlipidemia was defined by an LDL cholesterol level ≥130 mg/dL (3.4 mmol/L) or the use of lipid-lowering agents.