| Literature DB >> 28809804 |
Bianca Senger Vasconcelos Barros1, Deborah Conte Santos2, Marcela Haas Pizarro3, Laura Gomes Nunes del Melo4, Marilia Brito Gomes5.
Abstract
Obesity is increasing worldwide, affecting even patients with type 1 diabetes (T1D). A higher prevalence of associated comorbidities is expected, such as non-alcoholic fatty liver disease (NAFLD). This paper reports a cross-sectional multicenter study on a population with T1D (n = 1662), which aimed to evaluate the prevalence of metabolic syndrome (MS), a known risk factor for NAFLD, and to investigate predisposing factors associated with MS, as well as factors associated with elevated alanine aminotransferase (ALT), as it correlates to liver fat content. Patients were from 14 public clinics of 10 cities from all geographical regions of Brazil. A high prevalence of MS was found, especially among adults (32.3%), and this was related to age, female gender, acid uric levels, and the presence of acanthosis nigricans. ALT above the normal range was associated with triglyceride levels (especially above 129.5 mg/dL), serum uric acid, age, male gender, HbA1c, and non-Caucasian ethnicity. Patients with T1D, metabolic syndrome, and the aforementioned factors may be at a higher risk of NAFLD and should be referred to ultrasound for NAFLD evaluation. Further studies are necessary to establish the prevalence of NAFLD in individuals with T1D and to determine the disease's progression in these patients.Entities:
Keywords: NAFLD; aminotransferase; liver; metabolic syndrome; obesity; type 1 diabetes
Mesh:
Substances:
Year: 2017 PMID: 28809804 PMCID: PMC5579671 DOI: 10.3390/nu9080878
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Comparison of clinical and laboratorial parameters between groups with and without metabolic syndrome, stratified by age groups.
| Adults | Adolescents | |||||
|---|---|---|---|---|---|---|
| MS+ | MS− | MS+ | MS− | |||
| 445 (32.3) | 931 (67.7) | 24 (8.4) | 262 (91.6) | |||
| Age, years | 36.3 ± 11.5 | 31.4 ± 10.5 | <0.001 | 16.9 ± 1.3 | 15.7 ± 1.7 | <0.001 |
| Female gender, | 304 (68.3) | 478 (51.3) | <0.001 | 18 (75.0) | 118 (45.0) | 0.005 |
| Diabetes duration, years | 19.2 ± 9.7 | 16.0 ± 8.9 | <0.001 | 9.1 ± 4.9 | 7.6 ± 4.2 | 0.11 |
| Years of education | 12.2 ± 4.3 | 12.7 ± 3.8 | 0.02 | 11.0 ± 2.8 | 10.4 ± 2.3 | 0.27 |
| WC (centimeters) | 94.2 ± 9.6 | 79.1 ± 9.0 | <0.001 | 89.4 ± 7.1 | 75.3 ± 8.3 | <0.001 |
| BMI (kg/m2) | 27.8 ± 4.2 | 23.1 ± 3.2 | <0.001 | 27.0 ± 3.4 | 21.3 ± 3.0 | <0.001 |
| SBP (mmHg) | 129.4 ± 16.8 | 120.9 ± 15.1 | <0.001 | 120.3 ± 10.9 | 112.2 ± 11.7 | 0.002 |
| DBP (mmHg) | 79.7 ± 10.1 | 74.5 ± 9.7 | <0.001 | 76.3 ± 8.3 | 69.1 ± 9.1 | <0.001 |
| Hypertension, | 175 (39.3) | 117 (12.6) | <0.001 | 0 | 1 (0.4) | 1.0 |
| Dyslipidemia, | 149 (33.5) | 182 (19.5) | <0.001 | 3 (12.5) | 21 (8.0) | 0.44 |
| Obesity, | 98 (22.0) | 30 (3.2) | <0.001 | 5 (20.8) | 8 (3.1) | <0.001 |
| Overweight, | 228 (51.2) | 189 (20.3) | <0.001 | 10 (41.7) | 36 (13.7) | <0.001 |
| Smoking, | 21 (4.7) | 55 (5.9) | 0.37 | 1 (4.2) | 11 (4.2) | 1.0 |
| Metformin use, | 105 (23.1) | 70 (7.5) | <0.001 | 12 (50.0) | 15 (5.7) | <0.001 |
| Statin use, | 155 (34.0) | 194 (20.8) | <0.001 | 4 (16.7) | 6 (2.3) | 0.006 |
| Fibrate use, | 8 (1.8) | 5 (0.5) | 0.03 | - | - | - |
| ACEi or AT2 blocker use, | 201 (44.1) | 226 (24.3) | <0.001 | 2 (8.3) | 19 (7.3) | 0.68 |
| Total daily insulin (U/kg) | 0.8 ± 0.3 | 0.9 ± 0.4 | 0.02 | 0.9 ± 0.4 | 1.1 ± 0.4 | 0.048 |
| Family history of T2D, | 151 (33.9) | 232 (24.9) | 0.001 | 5 (20.8) | 28 (10.7) | 0.172 |
| Family history of obesity, | 130 (28.5) | 196 (21.1) | 0.001 | 6 (25.0) | 58 (22.1) | 0.798 |
| Diet adherence ≥ 80%, | 212 (47.6) | 510 (54.7) | 0.059 | 10 (50.0) | 119 (50.9) | 1.0 |
| Physical exercise, yes | 192 (43.1) | 477 (51.2) | 0.004 | 13 (54.2) | 174 (66.4) | 0.264 |
| Acanthosis nigricans, | 46 (10.3) | 15 (1.6) | <0.001 | 3 (12.5) | 4 (1.5) | 0.015 |
| ALT (U/L) | 16.2 ± 12.6 | 13.1 ± 9.3 | <0.001 | 13.0 ± 10.0 | 12.8 ± 9.4 | 0.94 |
| AST (U/L) | 23.7 ± 19.5 | 19.4 ± 12.2 | <0.001 | 17.3 ± 14.3 | 19.8 ± 12.8 | 0.38 |
| Albumin (mg/dL) | 3.9 ± 0.7 | 3.9 ± 0.5 | 0.62 | 3.9 ± 0.5 | 4.0 ± 0.6 | 0.21 |
| GGT (U/L) | 21 (21) | 18 (13) | <0.001 | 19 (17.5) | 16 (9) | 0.41 |
| FPG (mg/dL) | 171.0 (132.5) | 166.5 (155.2) | 0.99 | 152.5 (166.7) | 200.0 (161.7) | 0.13 |
| HbA1c (%) | 8.9 ± 1.9 | 8.8 ± 2.1 | 0.96 | 9.5 ± 2.5 | 9.7 ± 2.4 | 0.73 |
| HbA1c (mmol) | 73.3 ± 20.7 | 73.3 ± 22.8 | 0.96 | 80.9 ± 27.9 | 82.8 ± 26.6 | 0.73 |
| RCP (mg/dL) | 0.7 ± 1.5 | 0.4 ± 1.0 | <0.001 | 0.4 ± 0.5 | 0.3 ± 0.6 | 0.17 |
| GFR (ml/min) | 75.5 ± 25.6 | 84.0 ± 25.8 | <0.001 | 102.5 ± 26.2 | 115.7 ± 30.8 | 0.03 |
| TC (mg/dL) | 198.8 ± 64.3 | 184.2 ± 41.4 | <0.001 | 184.6 ± 55.5 | 185.3 ± 57.1 | 0.95 |
| LDL-c (mg/dL) | 117.3 ± 47.1 | 107.2 ± 34.5 | <0.001 | 111.7 ± 41.0 | 106.7 ± 37.3 | 0.54 |
| HDL-c (mg/dL) | 53.8 ± 20.9 | 58.1 ± 17.6 | <0.001 | 46.3 ± 13.0 | 55.7 ± 16.6 | 0.007 |
| Triglycerides (mg/dL) | 80 (95.5) | 107 (51) | <0.001 | 88.5 (131) | 84 (59) | 0.15 |
| Uric acid (mg/dL) | 5.6 ± 2.1 | 4.9 ± 1.7 | <0.001 | 5.0 ± 1.8 | 4.9 ± 1.4 | 0.78 |
Data are represented as means ± standard deviation, median [interquartile range], or as numbers (percentages). p-value refers to the comparison between the group with (MS+) and without (MS−) metabolic syndrome. WC: waist circumference; BMI: body mass index; SBP: systolic blood pressure; DBP: diastolic blood pressure; ACEi: angiotensin converter enzyme inhibitor; AT2 blocker: Angiotensin 2 receptor blocker; T2D: type 2 diabetes; ALT: alanine aminotransferase; AST: aspartate aminotransferase; GGT: gamma-glutamyl transferase; FPG: fasting plasma glucose; HbA1c: glycated hemoglobin; RCP: reactive C protein; GFR: glomerular filtration rate; TC: total cholesterol; LDL-c: low density lipoprotein cholesterol; HDL-c: high density lipoprotein cholesterol. Family history refers to first degree relatives.
Predisposing factors to metabolic syndrome, accessed by binary logistic regression.
| Variable | B | OR | 95% CI | |
|---|---|---|---|---|
| Age (years) | 0.044 | 1.04 | 1.03–1.06 | <0.001 |
| Female gender | 0.967 | 2.63 | 2.02–3.42 | <0.001 |
| Years of education | 0.010 | 1.01 | 0.98–1.04 | 0.531 |
| Diabetes duration (years) | 0.007 | 1.01 | 0.99–1.02 | 0.364 |
| Acid uric levels (mg/dL) | 0.265 | 1.30 | 1.22–1.40 | <0.001 |
| Practice of physical exercise, yes | −0.171 | 0.84 | 0.66–1.07 | 0.165 |
| Presence of acanthosis nigricans, yes | 0.1674 | 5.33 | 2.97–9.58 | <0.001 |
| Positive family history of T2D | 0.044 | 0.75 | 0.79–1.38 | 0.752 |
| Positive family history of obesity | 0.195 | 1.22 | 0.92–1.60 | 0.164 |
B: coefficient for logistic regression; OR: odds ratio; 95% CI: 95% confidence interval.
Linear regression for predicting ALT levels.
| Model |
| Adjusted | Variables | B | 95% CI for B | |
|---|---|---|---|---|---|---|
| 1 | 0.437 | 0.191 | triglycerides (mg/dL) | 0.06 | 0.05–0.06 | <0.001 |
| 2 | 0.446 | 0.199 | triglycerides (mg/dL) | 0.05 | 0.04–0.06 | <0.001 |
| uric acid (mg/dL) | 0.55 | 0.27–0.83 | <0.001 | |||
| 3 | 0.452 | 0.202 | triglycerides (mg/dL) | 0.05 | 0.04–0.06 | <0.001 |
| uric acid (mg/dL) | 0.54 | 0.26–0.81 | <0.001 | |||
| non-Caucasian ethnicity | 1.52 | 0.61–2.44 | 0.001 | |||
| 4 | 0.456 | 0.206 | triglycerides (mg/dL) | 0.05 | 0.04–0.06 | <0.001 |
| uric acid (mg/dL) | 0.50 | 0.22–0.78 | <0.001 | |||
| non-Caucasian ethnicity | 1.68 | 0.76–2.60 | <0.001 | |||
| age (years) | 0.06 | 0.02–0.09 | 0.004 | |||
| 5 | 0.461 | 0.210 | triglycerides (mg/dL) | 0.05 | 0.05–0.06 | <0.001 |
| uric acid (mg/dL) | 0.38 | 0.09–0.67 | 0.009 | |||
| non-Caucasian ethnicity | 1.66 | 0.75–2.58 | <0.001 | |||
| age (years) | 0.06 | 0.02–0.09 | 0.002 | |||
| male gender | 1.50 | 0.55–2.44 | 0.002 | |||
| 6 | 0.464 | 0.212 | triglycerides (mg/dL) | 0.05 | 0.04–0.06 | <0.001 |
| uric acid (mg/dL) | 0.40 | 0.11–0.69 | 0.007 | |||
| non-Caucasian ethnicity | 1.54 | 0.62–2.46 | 0.001 | |||
| age (years) | 0.07 | 0.03–0.11 | 0.001 | |||
| male gender | 1.55 | 0.60–2.50 | 0.001 | |||
| HbA1c (%) | 0.26 | 0.03–0.48 | 0.023 |
ALT: alanine aminotransferase; HbA1c: glycated hemoglobin.
Figure 1Receiver Operating Characteristics curve for predicting elevated alanine transaminase levels (>25 UI/L in women and >33 UI/L in men) with triglyceride values. Area under the curve: 0.777 (CI 95% 0.726–0.827; p < 0.001). Triglycerides levels of 129.5 mg/dL provide a sensitivity of 64.5% and specificity of 80.2%.