| Literature DB >> 31581478 |
Brianda Armenta-Guirado1, Teresita Martínez-Contreras2, Maria C Candia-Plata3, Julián Esparza-Romero4, Raúl Martínez-Mir5, Michelle M Haby6, Mauro E Valencia7, Rolando G Díaz-Zavala8.
Abstract
The Diabetes Prevention Program (DPP) is effective for the prevention of type 2 diabetes by weight loss with diet and physical activity. However, there is little evidence as to whether this program could be translated into real-world clinical practice in Latin American countries. The objective of this work was to evaluate the effectiveness of the DPP for the management of overweightness and obesity at 6 and 12 months in clinical practice in Mexico. This was a non-controlled intervention study implemented in five public clinics in northern Mexico. Two hundred and thirty-seven adults aged 45.7 ± 9.9 years with a Body Mass Index (BMI) of 34.4 ± 5.4 kg/m2 received group sessions with an adaptation of the DPP, in addition to nutrition counseling. One hundred and thirty-three (56%) participants concluded the 6 month phase. They showed a significant weight loss, ranging from 2.76 ± 4.76 to 7.92 ± 6.85 kg (p ≤ 0.01) in the clinics. The intention-to-treat analysis showed a more conservative weight loss. Participant retention at the end of 12 months was low (40%). The implementation of the DPP in different public clinics in Mexico was effective in the management of obesity in the short term, but better strategies are required to improve participant retention in the long term.Entities:
Keywords: Latin America; Mexico; diabetes prevention; effectiveness; lifestyle interventions; obesity treatment; weight loss
Mesh:
Year: 2019 PMID: 31581478 PMCID: PMC6835923 DOI: 10.3390/nu11102324
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Adaptation of the Diabetes Prevention Program (DPP) protocol “Group Lifestyle Balance Program”.
| Hours | Topics |
|---|---|
|
| Session 1. Welcome to the Lifestyle Balance Program® |
|
| Session 13. Obesity risks * |
|
| Session 17. Getting ready for long-term self-control and adjust your thoughts for long-term self-control |
* Additional session to the original program.
Figure 1Flow diagram of study participants in the five clinics through the 6 months of intervention.
Baseline characteristics of participants completing the 6 months of intervention (n = 133).
| Variable | Clinic 1 | Clinic 2 | Clinic 3 | Clinic 4 | Clinic 5 |
|---|---|---|---|---|---|
| Female, | 26 (74.2) | 18 (72.0) | 18 (85.7) | 20 (80.0) | 24 (88.9) |
| Age, mean ± SD, year | 43.5 ± 11.7 | 44.8 ± 9.84 | 48.1 ± 8.05 | 47.2 ± 8.10 | 46.4 ± 9.94 |
| Education, | |||||
| Elementary school | 2 (5.71) | 10 (40.0) | 4 (19.1) | 5 (20.0) | 3 (11.1) |
| High school | 15 (42.9) | 7 (28.0) | 7 (33.3) | 8 (32.0) | 7 (25.9) |
| College/University | 14 (40.0) | 6 (24.0) | 9 (42.9) | 9 (36.0) | 15 (55.6) |
| Postgraduate | 4 (11.4) | 2 (8.00) | 1 (4.76) | 3 (12.0) | 2 (7.41) |
| Monthly income, | |||||
| <U.S. $296 | 11 (31.4) | 8 (32.0) | 1 (4.76) | 7 (28.0) | 3 (11.1) |
| U.S. $296 to $592 | 4 (11.4) | 6 (24.0) | 6 (28.6) | 9 (36.0) | 11 (40.7) |
| U.S. $592 to $1,185 | 11 (31.4) | 4 (16.0) | 12 (57.1) | 7 (28.0) | 7 (25.9) |
| U.S. $1,185 to $1,777 | 6 (17.1) | 4 (16.0) | 1 (4.76) | 0 (0.00) | 1 (3.70) |
| ≥U.S. $1,777 | 3 (8.57) | 3 (12.0) | 1 (4.76) | 2 (8.00) | 5 (18.5) |
| Marital status, | |||||
| Single | 10 (28.6) | 4 (16.0) | 2 (9.52) | 5 (20.0) | 9 (33.3) |
| Married | 21 (60.0) | 19 (76.0) | 17 (81.0) | 16 (64.0) | 16 (59.3) |
| Divorced | 3 (8.57) | 2 (8.00) | 2 (9.52) | 4 (16.0) | 0 (0.00) |
| Widowed | 1 (2.86) | 0 (0.00) | 0 (0.00) | 0 (0.00) | 2 (7.41) |
| Diseases by self-report, | |||||
| Type 2 diabetes | 2 (5.71) | 5 (20.0) | 5 (23.8) | 4 (16.0) | 4 (14.8) |
| Hypertension | 6 (17.1) | 6 (24.0) | 8 (38.1) | 6 (24.0) | 6 (22.2) |
| Abnormal lipids | 2 (5.71) | 3 (12.0) | 0 (0.00) | 2 (8.00) | 1 (3.70) |
| Hypothyroidism | 4 (11.4) 3 | 1 (4.00) 3 | 7 (33.3) 1,2,4 | 1 (4.00) 3 | 5 (18.5) |
| Depression | 1 (2.86) | 2 (8.00) | 2 (9.52) | 1 (4.00) | 0 (0.00) |
| Hypoglycemic drugs, | 1 (2.86) | 5 (20.0) | 5 (23.8) | 4 (16.0) | 4 (14.8) |
| Height, mean ± SD, m | 1.63 ± 0.08 | 1.63 ± 0.07 | 1.60 ± 0.07 | 1.63 ± 0.07 | 1.61 ± 0.07 |
| Weight, mean ± SD, kg | 92.6 ± 19.6 | 91.7 ± 11.8 | 86.8 ± 13.2 | 94.7 ± 21.2 | 85.8 ± 13.0 |
| Body mass index, mean ± SD, kg/m2 | 34.7 ± 5.20 | 34.6 ± 3.98 | 34.2 ± 6.11 | 35.4 ± 6.54 | 33.2 ± 5.17 |
| Waist circumference, mean ± SD, cm | 107 ± 13.0 | 109 ± 10.6 | 105 ± 12.4 | 110 ± 16.5 | 103 ± 10.5 |
| Body fat percentage, mean ± SD c | 44.6 ± 5.42 | 44.7 ± 5.78 | 45.2 ± 5.57 | 44.8 ± 5.32 | 45.3 ± 6.24 |
| Systolic blood pressure, mean ± SD, mmHg | 122 ± 12.3 | 119 ± 11.8 | 130 ± 18.3 | 125 ± 16.6 | 119 ± 11.1 |
| Diastolic blood pressure, mean ± SD, mmHg | 77.3 ± 6.81 | 74.8 ± 9.98 | 78.0 ± 12.2 | 75.8 ± 11.7 | 75.7 ± 7.75 |
| Fasting glucose, mean ± SD, mg/dL | 86.3 ± 32.2 | 97.9 ± 42.6 | 86.4 ± 15.4 | 91.2 ± 24.9 | 84.7 ± 26.2 |
| Fasting insulin, median (P25, P75), µU/mL c | 6.63 (5.11, 11.8) | 6.06 (4.39, 11.9) | 6.07 (4.49, 8.60) | 5.27 (3.24, 8.17) | 4.93 (4.06, 8.46) |
| HOMA-IR, median (P25, P75) d | 1.31 (1.01, 2.39) | 1.21 (0.81, 2.97) | 1.15 (0.86, 2.37) | 1.06 (0.60, 1.86) | 0.95 (0.71, 1.91) |
| Triglycerides, mean ± SD, mg/dL | 138 ± 81.9 | 161 ± 71.6 | 177 ± 156 | 164 ± 68.4 | 135 ± 74.6 |
| Total cholesterol, mean ± SD, mg/dL | 169 ± 27.5 4 | 194 ± 50.2 | 181 ± 57.4 | 197 ± 34.0 1 | 190 ± 46.9 |
| High-density lipoprotein-cholesterol (HDL-cholesterol), mean ± SD, mg/dL | 53.0 ± 10.5 3 | 50.6 ± 17.4 | 42.2 ± 12.9 1 | 45.9 ± 11.3 | 43.6 ± 11.8 |
| Low-density lipoprotein-cholesterol (LDL-cholesterol), mean ± SD, mg/dL | 89.3 ± 28.1 4,5 | 111 ± 44.3 | 103 ± 36.5 | 119 ± 31.5 1 | 119 ± 45.7 1 |
| Aspartate aminotransferase, | 14.9 ± 5.78 | 16.3 ± 3.39 | 18.9 ± 6.98 | 18.2 ± 8.57 | 20.6 ± 9.99 d |
| Alanine aminotransferase, | 14.7 ± 4.20 5 | 17.1 ± 4.54 | 15.6 ± 4.64 | 17.8 ± 6.54 | 19.9 ± 7.58 1 |
| Metabolic syndrome, | 12 (34.3) | 15 (60.0) | 13 (61.9) | 15 (60.0) | 10 (37.0) |
| Metabolically healthy, | 23 (65.8) | 10 (40.0) | 8 (38.1) | 10 (40.0) | 16 (59.3) |
| Metabolically unhealthy, | 12 (34.3) | 15 (60.0) | 13 (61.9) | 15 (60.0) | 11 (40.7) |
1 Clinic 1, 2 clinic 2, 3 clinic 3, 4 clinic 4 and 5 clinic 5. p-value: one-way ANOVA or Kruskal–Wallis test (with Bonferroni or Dunn’s post hoc analysis) for continuous variables with normal or non-normal distribution, respectively, and chi-square analysis (χ2) for categorical variables. The superscript numbers indicate the clinics in which there were significant differences, p < 0.05 by the Bonferroni test. a Exchange rate: 16.88 Mexican pesos per U.S. dollar as of September, 2015. b Hypoglycemic drugs used in patients with diabetes: metformin (n = 19) and sulfonylureas + metformin (n = 3). c Percentage of fat and fasting insulin (n = 131). d HOMA-IR (homeostatic model assessment for insulin resistance) n = 129. Conventional unit conversion factors: to convert mg/dL glucose to mmol/L, multiply mg/dL by 0.0555; to convert mg/dL triglyceride to mmol/L, multiply mg/dL by 0.0113. To convert mg/dL total cholesterol, LDL-C, and HDL-C to mmol/L, multiply mg/dL by 0.026. e Metabolic syndrome: definition according to the National Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (NCEP-ATP-III) update from 2005. Three or more of the following risk factors—blood pressure (systolic/diastolic ≥130/85 mm Hg), triglycerides (≥150 mg/dL), HDL-cholesterol (<40 mg/dL in men and <50 mg/dL in women), fasting glucose (≥100 mg/dL), or taking medicine for the mentioned risk factors, abdominal obesity (waist circumference ≥102 cm in men and ≥88 cm in women) [26]. f Metabolically healthy: less than two risk factors of the metabolic syndrome, except waist circumference above 102 cm and 88 cm for men and women, respectively. g Metabolically unhealthy: two or more risk factors of the metabolic syndrome. Waist circumference above 102 cm and 88 cm was allowed for men and women, respectively [27].
Figure 2Change in body weight of participants who completed the 6-month phase of lifestyle intervention per clinic. Change in body weight (mean ± SD, 95% CI) in each clinic: 1 (−7.92 ± 6.84 kg, 95% CI −10.3, −5.57), 2 (−3.49 ± 4.12 kg, 95% CI −5.20, −1.79), 3 (−2.76 ± 4.76 kg, 95% CI −4.92, −0.60), 4 (−5.09 ± 5.03 kg, 95% CI −7.16, −3.00), and 5 (−3.18 ± 3.91 kg, 95% CI −4.73, −1.63).
Changes in obesity and blood pressure parameters of participants completing the 6 month intervention phase with the adapted Diabetes Prevention Program (n = 133).
| Variable | Baseline | 6 Months | Difference to 6 Months | ||
|---|---|---|---|---|---|
| BMI (kg/m2) | <0.001 | ||||
| Clinic 1 | 34.7 ± 5.20 | 31.8 ± 5.34 | −2.97 ± 2.65 2,3,5 | <0.0001 | |
| Clinic 2 | 34.6 ± 3.98 | 33.4 ± 4.26 | −1.28 ± 1.51 1 | <0.001 | |
| Clinic 3 | 34.2 ± 6.12 | 33.1 ± 6.11 | −1.07 ± 1.87 1 | 0.015 | |
| Clinic 4 | 35.4 ± 6.54 | 33.5 ± 6.02 | −1.90 ± 1.89 | <0.0001 | |
| Clinic 5 | 33.2 ± 5.17 | 32.0 ± 4.96 | −1.26 ± 1.55 1 | <0.001 | |
| Waist circumference (cm) | 0.023 | ||||
| Clinic 1 | 107 ± 13.0 | 98.0 ± 13.3 | −9.44 ± 6.86 3 | <0.0001 | |
| Clinic 2 | 109 ± 10.6 | 103 ± 9.40 | −5.81 ± 5.86 | <0.0001 | |
| Clinic 3 | 105 ± 12.4 | 101 ± 11.7 | −3.76 ± 5.91 1 | 0.009 | |
| Clinic 4 | 110 ± 16.5 | 103 ± 15.9 | −7.44 ± 5.59 | <0.0001 | |
| Clinic 5 | 103 ± 10.5 | 96.6 ± 9.40 | −6.81 ± 6.90 | <0.0001 | |
| Body fat percentage c | 0.006 | ||||
| Clinic 1 | 44.5 ± 5.41 | 40.5 ± 7.62 | −4.03 ± 4.23 3,4,5 | <0.0001 | |
| Clinic 2 | 44.5 ± 5.84 | 42.5 ± 6.30 | −2.00 ± 2.15 | <0.001 | |
| Clinic 3 | 45.1 ± 5.57 | 43.8 ± 5.56 | −1.40 ± 2.35 1 | 0.015 | |
| Clinic 4 | 44.8 ± 5.32 | 43.1 ± 4.79 | −1.69 ± 2.18 1 | <0.0001 | |
| Clinic 5 | 45.3 ± 6.24 | 43.6 ± 5.99 | −1.75 ± 2.31 1 | <0.001 | |
| Systolic blood pressure (mmHg) | 0.509 | ||||
| Clinic 1 | 122 ± 12.2 | 120 ± 12.2 | −2.83 ± 13.2 | 0.213 | |
| Clinic 2 | 119 ± 11.8 | 113 ± 12.4 | −6.04 ± 8.96 | <0.01 | |
| Clinic 3 | 130 ± 18.3 | 123 ± 16.0 | −6.67 ± 10.9 | 0.011 | |
| Clinic 4 | 125 ± 16.6 | 117 ± 13.7 | −8.04 ± 15.7 | 0.014 | |
| Clinic 5 | 119 ± 11.1 | 116 ± 14.5 | −3.19 ± 12.3 | 0.190 | |
| Diastolic blood pressure (mmHg) | 0.739 | ||||
| Clinic 1 | 77.3 ± 6.81 | 72.8 ± 9.30 | −4.54 ± 9.14 | 0.006 | |
| Clinic 2 | 74.8 ± 9.98 | 70.2 ± 10.2 | −4.60 ± 9.29 | 0.021 | |
| Clinic 3 | 78.0 ± 12.2 | 75.0 ± 7.59 | −3.10 ± 8.61 | 0.115 | |
| Clinic 4 | 75.8 ± 11.7 | 73.2 ± 9.27 | −2.56 ± 8.52 | 0.146 | |
| Clinic 5 | 75.7 ± 7.75 | 71.9 ± 9.83 | −3.81 ± 8.95 | 0.036 |
1 Clinic 1 (n = 35), 2 clinic 2 (n = 25), 3 clinic 3 (n = 21), 4 clinic 4 (n = 25), and 5 Clinic 5 (n = 27). pa value by comparing the basal value and the final value with a paired t-test. pb value of the comparison between the clinics at 6 months using a one-way ANOVA test. The superscript numbers indicate the clinics in which there are significant differences, p < 0.05 with a Bonferroni test. c Body fat percentage (n = 131).