| Literature DB >> 36231703 |
Alejandro López1, Maria Fernanda Escobar2,3, Alejandra Urbano1, Juliana Alarcón4, Laura Libreros-Peña4, Diana Marcela Martinez-Ruiz4, Luz Ángela Casas1.
Abstract
BACKGROUND: Obesity is a major public health concern worldwide. Latin America has experienced rapid growth in obesity incidence during the last few decades. Driven by confinement measures, a telemedicine program was implemented in March 2020 to give continuity to obese patients' care through a weight loss program led by the endocrinology department in a tertiary care medical center in Latin America.Entities:
Keywords: eHealth; health care access; obesity; overweight; telehealth; telemedicine
Mesh:
Year: 2022 PMID: 36231703 PMCID: PMC9564633 DOI: 10.3390/ijerph191912406
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1Included Patients Flow-Chart.
Sociodemographic and clinical characteristics.
| First-Time Group (FG), | Follow-Up Group (FUG), | |
|---|---|---|
| Number of teleconsultations * | 3 (2–5) | 3 (2–4) |
| Age, years * | 39 (32–45) | 41 (33–52) |
| Health Insurance%) | ||
| Contributive | 11 (12.5) | 11 (9.6) |
| Prepaid | 71 (80.6) | 101 (88.5) |
| Particular | 6 (6.81) | 2 (1.71) |
| Residence (%) | ||
| Urban | 80 (90.9) | 111 (97.3) |
| Rural | 5 (5.6) | - |
| ND | 3 (3.4) | 3 (2.6) |
| Occupation (%) | ||
| Unemployed | 3 (3.4) | 4 (3.5) |
| Employee | 55 (62.5) | 67 (58.7) |
| Independent | 6 (3.4) | 7 (6.1) |
| Home | 3 (3.4) | 6 (5.2) |
| ND | 21 (23.8) | 30 (26.3) |
| School grade | ||
| High school | 1 (1.1) | 2 (1.7) |
| College | 4 (4.5) | 9 (7.8) |
| Postgraduate | 43 (48.8) | 63 (55.2) |
| Analphabet | 10 (11.3) | 5 (4.3) |
| ND | 30 (34.0) | 35 (30.7) |
| Comorbidities (%) | ||
| No | 30 (34.0) | 31 (27.1) |
| Hypertension | 8 (9.0) | 20 (17.5) |
| Diabetes | 2 (2.2) | 6 (5.2) |
| Dyslipidemia | 10 (11.3) | 15 (13.1) |
| Coronary artery disease | - | 1 (0.8) |
| Thyroid disease | 14 (15.9) | 15 (13.1) |
| Fatty liver | 4 (4.5) | 10 (8.7) |
| Physical activity at first teleconsultation (%) | ||
| No | 50 (56.8) | 36 (31.5) |
| Yes | 23 (26.1) | 57 (5) |
| ND | 15 (17.0) | 21 (18.4) |
| Healthy diet at first teleconsultation (%) | ||
| No | 64 (72.7) | 47 (41.2) |
| Yes | 7 (7.9) | 49 (42.9) |
| SD | 17 (19.3) | 18 (15.7) |
* Median (IQR).
Clinical characteristics at the first teleconsultation by type of evaluation.
| First-Time Group (FG) | Follow-Up Group (FUG) | |
|---|---|---|
| Weight, kg * | 82 (73–92) | 80.2 (71.25–97) |
| BMI, kg/m2 * | 30.3 (27.5–33.7) | 30.4 (26.55–33.5) |
| ABCD stage (%) | ||
| stage 0 | 43 (48.8) | 36 (31.5) |
| stage 1 | 44 (50) | 72 (63.1) |
| stage 2 | 1 (1.13) | 6 (5.26) |
| Percentage of body fat by DEXA | 44 (40.4–49) | 46.6 (45–48.5) |
| Total fat weight by DEXA, kg | 38 (32–42.5) | 34.5 (31.1–37.95) |
| Android fat/gynoid fat ratio by DEXA | 1.025 (0.8–1.1) | 0.96 (0.9–1) |
| Fasting blood glucose (mg/dL) | 91.6 (84–98) | 91 (85.5–100) |
| LDL colesterol (mg/dL) | 115.25 (97.3–131.5) | 117 (97–139) |
| HDL colesterol (mg/dL) | 48.9 (42–57.9) | 46 (40–57) |
| Triglycerides (mg/dL) | 134 (90–198) | 121 (88–166) |
| Creatinine (mg/dL) | 0.76 (0.6–0.8) | 0.78 (0.68–0.8) |
| Ferritin (ng/mL) | 92.5 (45–185.5) | 94.9 (44.9–222) |
| Glycosylated hemoglobin (%) | 5.4 (5.2–5.6) | 5.4 (5.2–5.6) |
| Uric acid (mg/dL) | 4.65 (3.9–6) | 4.55 (3.7–5.8) |
| Testosterone (only for men) (ng/mL) | 4 (3.98–5.3) | 4.5 (3.9–17) |
* All values are summarized by median and interquartile range; kilograms: kg; m2: meters squared; Adiposity-Based Chronic Disease: ABCD; Dual X-ray absorptiometry: DEXA; BMI: body mass index.
Clinical characteristics during teleconsultations at months 3 and 6 by type of evaluation.
| First-Time Group (FG), | Follow-Up Group (FUG), | |
|---|---|---|
| Weight (kg) | ||
| Value at 3 months | 75 (67.1–81.7) | 73.8 (66–88) |
| Value at 6 months | 72.5 (63–81) | 70.5 (60–83) |
| BMI (kg/m2) | ||
| Value at 3 months | 27.9 (26.1–30.9) | 28 (25.6–31.2) |
| Value at 6 months | 26.6 (24.8–30.3) | 26.35 (24.2–29.2) |
| Fasting blood glucose (mg/dL) | ||
| Value at 3 months | 91.7 (89–105) | 90 (83.5–95) |
| Value at 6 months | 92 (86–98.5) | 89.5 (86–91) |
| LDL cholesterol (mg/dL) | ||
| Value at 3 months | 96 (73–127) | 106 (83–134.3) |
| Value at 6 months | 99.5 (79–116) | 118 (64–135) |
| HDL cholesterol (mg/dL) | ||
| Value at 3 months | 53 (46–62) | 49 (43.25–57.5) |
| Value at 6 months | 45 (41–49) | 51 (42.1–72) |
| Triglycerides (mg/dL) | ||
| Value at 3 months | 92 (88–130) | 119 (93–146) |
| Value at 6 months | 142.5 (109–164) | 97 (86–145) |
| Creatinine (mg/dL) | ||
| Value at 3 months | 0.815 (0.7–0.9) | 0.8 (0.71–0.9) |
| Value at 6 months | 0.77 (0.7–0.9) | 0.8 (0.6–0.8) |
| Ferritin (ng/mL) | ||
| Value at 3 months | 66 (31–133) | 130 (79–249) |
| Value at 6 months | 204 (30.9–625) | 175 (12–268) |
| Glycosylated hemoglobin (%) | ||
| Value at 3 months | 5.4 (5.2–5.8) | 5.42 (5.1–5.5) |
| Value at 6 months | 5.4 (5.37–5.5) | 5.4 (5.2–5.6) |
| Uric acid (mg/dL) | ||
| Value at 3 months | 3.9 (3.6–4.8) | 3.62 (3.38–4.2) |
| Value at 6 months | 4.2 (4.1–4.8) | 4.3 (3.56–4.6) |
| Testosterone (only for men) (ng/mL) | ||
| Value at 3 months | 4.75 (4.75–4.75) | 6.735 (3.07–10.4) |
| Value at 6 months | - | 4.11 (4.11–4.11) |
| Percentage of body fat by DEXA evaluated at last teleconsultation (%) | 41.25 (37–47) | 48 (45–51) |
| Total fat weight by DEXA evaluated at last teleconsultation, kg | 32 (26–34.3) | 42.85 (36–49.7) |
| Android fat/gynoid fat ratio by DEXA at last teleconsultation | 0.965 (0.92–1.06) | 0.96 (0.91–1.01) |
| Physical activity at last teleconsultation (%) | ||
| No | 14 | 10 |
| Yes | 42 | 58 |
| ND | 32 | 46 |
| Healthy diet at last teleconsultation (%) | ||
| No | 9 | 9 |
| Yes | 46 | 63 |
| ND | 33 | 42 |
All values are summarized by median and interquartile range; kilograms: kg; m2: meters squared; Adiposity-Based Chronic Disease: ABCD; Dual X-ray absorptiometry: DEXA; BMI: body mass index.
Figure 2Box plot graphic showing the median and interquartile range of weight at each time point.
Comparison of weight (kg) at each time point analyzed by age, type, and number of teleconsultations, and ABCD stage.
| Time 0, | Time 1, | Time 2, | ||
|---|---|---|---|---|
| General weight, kg | 84.0 (73.0–97.0) | 78.0 (68.0–90.0) | 75.0 (68.0–88.0) | <0.001 |
| Age, years | ||||
| 18–26 | 82.0 (67.0–93.0) | 73.0 (62.0–82.0) | 78.5 (67.5–98.5) | <0.001 |
| 27–59 | 84.0 (73.0–96.0) | 78.5 (69.0–90.0) | 73.0 (68.5–84.5) | <0.001 |
| ≥60 | 98.5 (84–103) | 99.5 (89–102) | 101 (55–104) | >0.99 |
| Type of teleconsultation | ||||
| First time | 83.0 (73.0–90.0) | 78.0 (68.0–85.0) | 71.5 (63.5–83.0) | <0.001 |
| Control | 89.0 (73.0–101.0) | 82.5 (68.0–100.0) | 82.0 (73.0–99.0) | <0.001 |
| Number of teleconsultations | ||||
| 2–3 | 84.0 (73.0–102.0) | 79.0 (68.0–100.0) | 79.0 (69.0–94.0) | <0.001 |
| 4–5 | 84.0 (73.0–91.0) | 75.0 (71.0–87.0) | 72.0 (63.0–82.0) | <0.001 |
| ≥6 | 84.0 (73.0–97.0) | 79.0 (67.5–91.5) | 81.5 (69.0–88.0) | <0.001 |
| ABCD stage | ||||
| 0 | 75.0 (66.0–85.0) | 69.0 (62.0–76.0) | 69.5 (63.0–80.0) | <0.001 |
| 1 | 90.0 (80.0–102.0) | 84.0 (76.0–98.0) | 81.0 (73.0–94.0) | <0.001 |
| 2 | 104.0 (101.0–122.0) | 103.0 (100.0–117.0) | 93.0 (68.5–112.0) | 0.215 |
For the construction of the model, the following variables were considered: age, healthy diet habits, physical activity, attention type, and number of attentions via telemedicine. However, there were no statistically significant differences and were not considered confounding variables for the weight changes identified over time.
Weight change over time fitted with a random intercept linear regression model.
| Factor | Adjusted | |
|---|---|---|
| Time | ||
| Time 0 | - | |
| Time 1 | −4.1 (−5.1–−3.1) | <0.001 |
| Time 2 | −8.6 (−10–−7.3) | <0.001 |
| ABCD stage | ||
| 0 | - | |
| 1 | 15.6 (10.1–21.1) | <0.001 |
| 2 | 28.2 (15.7–40.8) | <0.001 |
95% (CI).