| Literature DB >> 26377054 |
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Abstract
BACKGROUND: Effective prevention is needed to combat the worldwide epidemic of type 2 diabetes. We investigated the long-term extent of beneficial effects of lifestyle intervention and metformin on diabetes prevention, originally shown during the 3-year Diabetes Prevention Program (DPP), and assessed whether these interventions reduced diabetes-associated microvascular complications.Entities:
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Year: 2015 PMID: 26377054 PMCID: PMC4623946 DOI: 10.1016/S2213-8587(15)00291-0
Source DB: PubMed Journal: Lancet Diabetes Endocrinol ISSN: 2213-8587 Impact factor: 32.069
Figure 1Diabetes Prevention Program Outcomes Study consort diagram
Characteristics of DPPOS Study Cohort
| DPP baseline | DPP End (2001) | DPPOS End (2013) | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Number | Total | PLBO | MET | ILS | PLBO | MET | ILS | Non-DM | DM |
| Age (y) | 51 (10) | 54 (10) | 54 (10) | 54 (11) | 65 (9.5) | 66 (9.5) | 66 (10.5) | 67 (10) | 65 (10) |
| Sex (% women) | 68 | 69 | 67 | 68 | 69 | 67 | 68 | 68 | 68 |
| Race (%) | |||||||||
| Caucasian | 54 | 54 | 56 | 54 | 54 | 56 | 54 | 58 | 51 |
| African American | 20 | 21 | 21 | 19 | 21 | 21 | 19 | 17 | 23 |
| Hispanic American | 15 | 16 | 15 | 15 | 16 | 15 | 15 | 15 | 16 |
| American Indian | 6 | 4 | 3 | 6 | 6 | 5 | 6 | 6 | 6 |
| Asian Am/PI | 5 | 6 | 5 | 6 | 4 | 3 | 6 | 4 | 5 |
| Weight (kg) | 94 (20) | 94 (20) | 92 (21) | 89 (21) | 91 (20.3) | 90 919.2) | 89 (19.4) | 87 (18) | 92 (20) |
| BMI (kg/m2) | 34 (7) | 34 (7) | 33 (7) | 32 (7) | 33 (7) | 32 (7) | 32 (7) | 31 (6) | 33 (7) |
| Type 2 diabetes (%) | 0 | 30 | 21 | 14 | 60 | 55 | 52 | 0 | 100 |
| Diabetes duration (y) | |||||||||
| Total cohort | 0 | 0.5 (0.9) | 0.3 (0.8) | 0.2 (0.6) | 6.5 (6.0) | 5.5 (5.8) | 4.8 (5.3) | 0 | 5.6 (5.8) |
| Participants who developed diabetes | 0 | 1.5 (1.0) | 1.5 (1.0) | 1.3 (1.1) | 10.3 (4.3) | 9.7 (4.3) | 8.6 (4.3) | 0 | 9.6 (4.4) |
| FPG (mmol/L) | 5.9 (0.5) | 6.2 (1.1) | 5.9 (0.8) | 5.9 (0.8) | 6.8 (1.9) | 6.6 (1.9) | 6.8 (2.0) | 5.7 (0.5) | 7.4 (2.3) |
| HbA1c (%) | |||||||||
| Total cohort | 5.9 (0.5) | 6.1 (0.7) | 6.0 (0.5) | 5.9 (0.5) | 6.3 (1.2) | 6.1 (1.1) | 6.2 (1.2) | 5.6 (0.4) | 6.6 (1.4) |
| Participants who developed diabetes | -- | 6.6 (0.9) | 6.3 (0.7) | 6.4 (0.7) | 6.7 (1.4) | 6.5 (1.3) | 6.7 (1.4) | -- | 6.6 (1.4) |
Characteristics of the 2776 DPPOS participants at DPP baseline, DPP End, and DPPOS end. Results are means (standard deviations) of continuous variables or percents as indicated. Asian-Am- Asian American, PI-Pacific Islanders
DPP end: last study annual visit; Diabetes assessed through masked phase.
DPPOS End is the final annual visit and the numbers reflect the number of subjects who had microvascular measurements included in primary outcome anaysis.
Diabetes duration for participants who remain non-diabetic calculated as 0 years
p<0.05 lifestyle or metformin vs. placebo or diabetes (DM) vs. non-DM;
p<0.05 vs. metformin. Statistical comparisons based on chi-square tests for categorical variables and t-tests for continous varaibles for ILS or MET vs. PLBO.
Figure 2Cumulative incidence of diabetes by treatment group among the 2776 DPPOS participants. The DPP and DPPOS periods, and the overlap between them, are indicated. Over the entire study, the incidence rates for participants were 7.0%, 5.7% and 5.2% per year for placebo, metformin and lifestyle, respectively, 27% and 18% lower for lifestyle and metformin vs. placebo, respectively (p<0.0001 and p= 0.001). The difference between lifestyle and metformin was not significant (p=0.10). The number at risk at each time point is listed by treatment group.
Figure 3Prevalence of aggregate microvascular complication and individual microvascular components by DPPOS end (2012–2013). Placebo (red solid), metformin (blue dotted pattern), lifestyle (green diagonal stripes). 3A. By treatment group. None of the treatment group differences achieved statistical significance for the aggregate or the microvascular components. The aggregate microvascular is expressed as the average prevalence among the 3 components of nephropathy, retinopathy and neuropathy. 3B. By pre-specified subgroups according to sex and diabetes status. Prevalence was greater in men than in women in each of the three treatment groups. In women, the prevalence of the aggregate microvascular outcome was 22% (relative risk 0.78, p=0.02) lower in the lifestyle intervention group compared with the metformin group and 21% (relative risk 0.79, p=0.03) lower than in the placebo group. There were no significant differences among the treatment groups in men. The prevalence of microvascular disease in participants who did not develop diabetes was 28% lower than that in those who developed diabetes in a treatment group adjusted model (p<0.0001).
Model-based prevalence and relative risk of the aggregate microvascular outcome at DPPOS end among treatment groups, stratified by baseline DPP characteristics and diabetes status at the time of the microvascular outcomes assessment.
| Pooled relative risk (95% CI) among subgroup(s) | Model Based Prevalence (95% CI) of Aggregate Microvascular Disease | Relative risk | ||||||
|---|---|---|---|---|---|---|---|---|
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| Stratification Variable | Subgroups | Placebo | Metformin | Lifestyle | Lifestyle vs Metformin | Lifestyle vs Placebo | Metformin vs Placebo | |
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| Overall | -- | 12.4%(11.1, 13.8) | 13.0% (11.7, 14.5) | 11.3% (10.1, 12.7) | 0.87 (0.74, 1.02) | 0.91 (0.78, 1.07) | 1.05 (0.91, 1.23) | |
|
| ||||||||
| p = 0.08 | p = 0.28 | p = 0.50 | ||||||
| Sex | Female | 1.0 | 11.0% (9.6, 12.6) | 11.2% (9.7, 12.9) | 8.7% (7.4, 10.2) | 1.02 (0.84, 1.24) | ||
| Male | 15.1% (12.5, 18.2) | 16.8% (14.3, 19.7) | 16.6% (14.0, 19.7) | 0.99 (0.78, 1.25) | 1.10 (0.86, 1.42) | 1.11 (0.87, 1.43) | ||
| p < 0.0001 | p = 0.14 | p = 0.04 | p = 0.55 | |||||
| Age at randomization (y) | 25–44 | 1.0 | 8.9% (6.8, 11.7) | 7.7% (5.7, 10.5) | 6.9% (4.9, 9.5) | 0.89 (0.57, 1.39) | 0.77 (0.50, 1.18) | 0.87 (0.58, 1.30) |
| 45–59 | 11.8% (10.2, 13.7%) | 11.7% (10.0, 13.7) | 9.5% (7.9, 11.5) | 0.82 (0.64, 1.04) | 0.81 (0.64, 1.03) | 0.99 (0.80, 1.23) | ||
| ≥60 | 16.9% (13.5, 21.3) | 22.2% (18.8, 26.3) | 17.1% (13.9, 21.1) | 0.77 (0.59, 1.01) | 1.01 (0.74, 1.38) | 1.31 (0.99, 1.74) | ||
| p < 0.0001 | p = 0.86 | p = 0.47 | p = 0.18 | |||||
| Race / ethnicity | Caucasian | 1.0 | 13.5% (11.7, 15.6) | 14.3% (12.4, 16.4) | 13.0% (11.1, 15.1) | 0.91 (0.74, 1.12) | 0.96 (0.78, 1.19) | 1.06 (0.87, 1.29) |
| African Am | 0.85 (0.71, 1.0) | 12.5% (9.9, 15.7) | 11.6% (8.8, 15.2) | 10.2% (7.5, 13.9) | 0.89 (0.59, 1.34) | 0.82 (0.56, 1.21) | 0.93 (0.65, 1.33) | |
| Hispanic | 10.5% (7.7, 14.2) | 10.7% (7.7, 14.9) | 4.5% (2.2, 8.9) | 1.02 (0.65, 1.60) | ||||
| Asian | 0.83 (0.59, 1.17) | 9.7% (4.7, 19.9) | 11.8% (6.1, 22.6) | 11.0% (6.6, 18.4) | 0.94 (0.41, 2.15) | 1.14 (0.47, 2.78) | 1.22 (0.46, 3.23) | |
| p < 0.0001 | p = 0.29 | p = 0.20 | p = 0.92 | |||||
| Baseline BMI (kg/m2) | 22 to <30 | 1.0 | 10.1% (8.1, 12.6) | 12.8% (10.6, 15.4) | 11.7% (9.7, 14.2) | 0.91 (0.70, 1.20) | 1.15 (0.86, 1.54) | 1.26 (0.94, 1.69) |
| 30 to <35 | 1.0 (0.85, 1.19) | 11.1% (8.9, 13.8) | 13.6% (11.3, 16.3) | 10.3% (8.2, 13.0) | 0.76 (0.57, 1.02) | 0.93 (0.68, 1.27) | 1.23 (0.92, 1.63) | |
| ≥35 | 1.12 (0.96, 1.31) | 14.9% (12.8, 17.3) | 12.8% (10.6, 15.5) | 11.4% (9.2, 14.0) | 0.89 (0.67, 1.17) | 0.86 (0.68, 1.10) | ||
| p = 0.27 | p = 0.62 | p = 0.12 | p = 0.08 | |||||
| Baseline fasting glucose (mmol/L) | 5.3–6.0 | 1.0 | 11.7% (10.2, 13.4) | 11.9% (10.4, 13.7) | 9.8% (8.4, 11.5) | 0.82 (0.67, 1.01) | 0.84 (0.68, 1.04) | 1.02 (0.84, 1.24) |
| 6.1–6.9 | 13.5% (11.3, 16.1) | 15.1% (12.7, 18.1) | 14.0% (11.6, 16.8) | 0.92 (0.72, 1.19) | 1.04 (0.80, 1.34) | 1.12 (0.87, 1.44) | ||
| p = 0.0002 | p = 0.34 | p = 0.16 | p = 0.65 | |||||
| Baseline 2h glucose (mmo/L) | 7.8–8.5 | 1.0 | 11.8% (9.7, 14.4) | 13.2% (10.9, 16.1) | 10.8% (8.8, 13.3) | 0.82 (0.62, 1.08) | 0.92 (0.69, 1.22) | 1.12 (0.85, 1.48) |
| 8.6–9.5 | 0.97 (0.83, 1.14) | 11.5% (9.5, 14.0) | 12.5% (10.3, 15.1) | 11.0% (9.0, 13.5) | 0.89 (0.67, 1.17) | 0.96 (0.72, 1.27) | 1.08 (0.82, 1.42) | |
| 9.6–11.0 | 1.08 (0.92, 1.26) | 13.6% (11.4, 16.2) | 13.2% (11.1, 15.8) | 12.0% (9.7, 14.7) | 0.91 (0.69, 1.19) | 0.88 (0.67, 1.16) | 0.97 (0.76, 1.25) | |
| p = 0.42 | p = 0.86 | p = 0.93 | p = 0.74 | |||||
| Baseline HbA1c (%) | 3.2–<5.7 | 1.0 | 8.3% (6.4, 10.7) | 9.8% (7.8, 12.4) | 9.8% (7.7, 12.6) | 1.00 (0.71, 1.40) | 1.19 (0.83, 1.69) | 1.19 (0.84, 1.67) |
| 5.7–<6.0 | 12.2% (9.9, 15.2) | 14.4% (11.8, 17.5) | 11.0% (8.7, 13.9) | 0.77 (0.56, 1.04) | 0.90 (0.65, 1.24) | 1.17 (0.87, 1.57) | ||
| 6.0–8.5 | 14.7% (12.7, 17.0) | 14.2% (12.1, 16.6) | 12.3% (10.4, 14.5) | 0.86 (0.69, 1.09) | 0.83 (0.67, 1.04) | 0.96 (0.78, 1.19) | ||
| p < 0.0001 | p = 0.52 | p = 0.25 | p = 0.44 | |||||
| Diabetes at assessment | DM | 1.0 | 14.4% (12.7, 16.4) | 14.5% (12.6, 16.6) | 12.3% (10.5, 14.4) | 0.85 (0.69, 1.04) | 0.85 (0.70, 1.04) | 1.00 (0.83, 1.21) |
| Non-DM | 8.6% (7.0, 10.7) | 10.9% (9.1, 13.0) | 10.0% (8.3, 12.0) | 0.92 (0.71, 1.18) | 1.16 (0.88, 1.54) | 1.27 (0.96, 1.67) | ||
| p < 0.0001 | p = 0.61 | p = 0.07 | p = 0.17 | |||||
All values expressed as point estimates (95% confidence intervals) and bolded values, p<0.05, for relative risks among subgroups and treatment groups.
The number of events among American Indian participants was too small to allow models to be evaluated.
Differences among subgroups. Since there were no significant heterogeneity among treatment groups based on the interaction term for subgroup*treatment (with age, BMI, and fasting glucose, 2 hour glucose and HbA1c levels analyzed as continuous variables), the relative risk among subgroups were assessed using treatment group-adjusted estimates of the aggregate prevalence. The reference group is noted with relative risk of 1.0. P-value reflects the overall test of significance among the subgroups.
Relative risk were compared across subgroups using an interaction for treatment effect x subgroup and resulting p-value is listed for each subgroup and treatment effect.
For lifestyle vs placebo, the relative risks differed significantly across subgroups defined by sex (p=0.04) and diabetes status (p=0.07).
For metformin vs placebo, the relative risks differed across baseline BMI (p=0.08).
Figure 4The role of HbA1c and diabetes duration on microvascular disease and its components were assessed in separate GEE models which included 2 interactions terms for treatment group*glycemia measure and microvascular component*glycemia measure. The interactions of HbA1c with the individual microvascular components were significantly different (p <0.0001). HbA1c (panels a–d) was associated with nephropathy and retinopathy (both p<0.0001) but not neuropathy (p=0.69). The interactions of diabetes duration also differed among the microvascular components (panel e–h) (p=0.01) with longer diabetes duration associated with nephropathy and retinopathy (both p<0.0001) but not with neuropathy (p=0.57).
Figure 4A. Aggregate
Figure 4B. Nephropathy
Figure 4C. Retinopathy
Figure 4D. Neuropathy
Figure 4E. Aggregate
Figure 4F. Nephropathy
Figure 4G. Retinopathy
Figure 4H. Neuropathy