| Literature DB >> 31627351 |
Tamara Milovanovic1,2, Sanja Dragasevic3, Milica Stojkovic Lalosevic4,5, Sanja Zgradic6, Biljana Milicic7, Igor Dumic8,9, Stefan Kmezic10, Dusan Saponjski11, Andrija Antic12,13, Velimir Markovic14,15, Dragan Popovic16,17.
Abstract
Background andEntities:
Keywords: metabolic syndrome; non–alcoholic fatty liver disease; pancreas; prediction; scoring system
Mesh:
Substances:
Year: 2019 PMID: 31627351 PMCID: PMC6843527 DOI: 10.3390/medicina55100697
Source DB: PubMed Journal: Medicina (Kaunas) ISSN: 1010-660X Impact factor: 2.430
International Diabetes Federation and Adult Treatment Panel (ATP III) criteria for metabolic syndrome (MeS).
| Criteria for Metabolic Syndrome (MeS) |
|---|
| Central Obesity |
| 2 or More of Following Factors: |
| TG level ≥ 150 mg/dL or therapy for dyslipidemia |
| HDL < 40 mg/dL (males) HDL < 50 mg/dL (females) or therapy for dyslipidemia |
| Blood pressure (BP): systolic ≥ 17.3 kPa or diastolic ≥ 11.3 kPa or therapy for hypertension |
| Fasting plasma glucose FPG ≥ 100 mg/dL or previously diagnosed type 2 diabetes mellitus |
Triglycerides (TG), total cholesterol, high-density lipoprotein (HDL) cholesterol level.
Noninvasive markers of non–alcoholic fatty liver disease (NAFLD) used to asses fibrosis using the following equations.
| Non-Invasive Markers of NAFLD | |
|---|---|
|
| −1.67 + 0.037 x age + 0.094 BMI (kg/m2) + 1.13 x impaired glucose tolerance/DM (yes-1; no-0) + 0.99 AST/ALT ratio-0.013 x platelets (x109/L)- |
|
| Sum of 3 variables (BMI ≥ 28—1 point; AAR ≥ 0.8—2 points; DM—1 point) |
|
| Age x AST(IU/L) |
|
| Platelet count(109) x √ALT(IU/L) |
NAFLD fibrosis score (NFS), BARD score, Fibrosis-4 score (FIB-4) and AST to Platelet Ratio Index (APRI).
Clinical characteristics of patients and their association with the presence of fatty pancreas (FP).
| NAFLD Patients | Grade I FP | Grade II FP | |
|---|---|---|---|
| N = 143 (%) | 59 (41.3%) | 84 (58.7%) | - |
| Age (mean ± SD) | 52 ± 14 | 52 ± 13 | 0.987 |
| Gender (male/female) | 42/17 | 55/29 | 0.472 |
| BMI (mean ± SD) | 28.5 ± 4.7 | 29.8 ± 4.1 | 0.09 * |
| WC (mean ± SD) | 101 ± 10 | 105 ± 11 | 0.018 * |
| Systolic blood pressure (kPa) | 17.0 ± 1.3 | 16.9 ± 1.1 | 0.371 |
| Diastolic blood pressure (kPa) | 10.5 ± 1.4 | 10.6 ± 0.7 | 0.858 |
| Hypertension (%) | 31 (52.5%) | 49 (58.3%) | 0.492 |
| Diabetes mellitus (DM) (%) | 10 (16.9%) | 29 (34.5%) | 0.02 * |
| Insulin dependent DM (%) | 6 (10.2%) | 11 (13.1%) | 0.595 |
| Insulin independent DM (%) | 3 (5.1%) | 17 (20.2%) | 0.01 * |
| Current smoking (%) | 20 (33.9%) | 19 (22.6%) | 0.165 |
| Coffee consumption (%) | 40 (67.8) | 61 (72.6%) | 0.797 |
| Dyslipidemia (%) | 37 (62.7%) | 58 (69%) | 0.430 |
| Metabolic syndrome (%) | 30 (50.8%) | 54 (64.3%) | 0.108 |
| SiMS score | 2.9 ± 1.1 | 3.5 ± 1.9 | 0.020 * |
* p values highlighted with * indicate statistical significance—p value < 0.05.
Laboratory levels in patients and their association with the presence of fatty pancreas (FP).
| NAFLD Patients | Grade I FP | Grade II FP | |
|---|---|---|---|
| N = 143 (%) | 59 (41.3%) | 84 (58.7%) | - |
| Fasting plasma glucose (mg/dL) | 105.7 ± 16 | 119.3 ± 22 | 0.052 |
| Insulin level (mmol/L) | 13.2 ± 4.9 | 15.3 ± 8.4 | 0.194 |
| Hemoglobin A1c (%) 0–6 | 62 (43.3%) | 48 (33.5%) | 0.008 * |
| >6 | 10(6.9%) | 23 (16.3%) | |
| Total cholesterol (mmol/L) | 5.72 ± 1.3 | 6.32 ± 1.2 | 0.007 * |
| HDL (mmol/L) | 1.35 ± 0.46 | 1.25 ± 0.38 | 0.153 |
| Triglycerides (mmol/L) | 1.70 ± 1.2 | 1.85 ± 1.5 | 0.20 |
| Serum amylase | 55 ± 19 | 69 ± 36 | 0.014 * |
| Serum lipase | 33 ± 13 | 40 ± 18 | 0.024 * |
| HOMA-IR score (>3) | 34 (57.6%) | 50 (58.8%) | 0.886 |
* p values highlighted with* indicate statistical significance—p value < 0.05.
Association between presence of FP and the use of antidiabetic agents, statins and antihypertensive agents.
| NAFLD Patients | Grade I FP | Grade II FP | |
|---|---|---|---|
| 59 (41.3%) | 84 (58.7%) | - | |
| 56 (94.9%) | 67 (79.8%) | 0.035 * | |
|
| 4 (6.8%) | 2 (2.4%) | 0.197 |
|
| 30 (50.8%) | 40 (47.6%) | 0.796 |
| No | 6 (10.2%) | 13 (15.5%) | |
| β-blockers ACE inhibitors | 19 (32.2%) | 23 (27.4%) | |
| Calcium channel blocker | 3 (5.1%) | 7 (8.3%) | |
| Polytherapy | 1 (1.7%) | 1 (1.2%) |
* p values highlighted with* indicate statistical significance—p value < 0.05.
The association of FP and ultrasonographic measurements of visceral fat and pancreas.
| NAFLD Patients | Grade I FP | Grade II FP | |
|---|---|---|---|
| 59 (41.3%) | 84 (58.7%) | - | |
| Mesenteric fat thickness | 15.4 ± 4.03 | 18.1 ± 5.9 | 0.013 * |
| Perirenal fat thickness | 18 ± 6.4 | 18.4 ± 5.4 | 0.676 |
| Pancreatic body thickness | 17.09 ± 4.17 | 17.7 ± 4.9 | 0.412 |
* p values highlighted with* indicate statistical significance—p value < 0.05.
The association between FP and NAFLD by US assessment and histopathologic analyses (HP) of liver fibrosis.
| Fatty Liver | Grade I FP | Grade II FP | |
|---|---|---|---|
| Mild steatosis | 46 (32.1%) | 25 (17.5%) | 0.000 * |
| Moderate steatosis | 13 (9.1%) | 52 (36.4%) | 0.000 * |
| Severe steatosis | 0 (%) | 7 (4.9%) | 0.000 * |
|
|
|
| |
| Mild/moderate | 54 (37.8%) | 76 (53.1%) | 0.830 |
| Advanced | 5 (3.5%) | 8 (5.6%) |
HP—histopathologic analyses; * p values highlighted with * indicate statistical significance—p value < 0.05.
The association of FP and NAFLD non-invasive markers of fibrosis.
| NAFLD Markers of Fibrosis | Grade I FP | Grade II FP | |
|---|---|---|---|
|
| 0.775 | ||
| 0–1 | 33 (23.1%) | 49 (34.3%) | |
| 2–4 | 26 (18.2%) | 35 (24.5%) | |
|
| 0.326 | ||
| <0.7 | 1 (0.7%) | 4 (2.8%) | |
| >0.7 | 58 (40.6%) | 80 (55.9%) | |
|
| 0.961 | ||
| <1.5 | 75 (52.4%) | 44 (30.8%) | |
| >1.5 | 15 (10.5%) | 9 (6.3%) |
BARD score; Fibrosis-4 score (FIB-4); AST to Platelet Ratio Index (APRI); statistical significance—p value < 0.05.
Validation of the score in the assessment of fatty pancreas I+II vs. III+IV.
| Values of the Score | AUC | Significance | Area under ROC Curve (95% CI) (AUC) * |
|---|---|---|---|
| Score | 0.719 | 0.633–0.805 | |
| Score 5 | 0.616 | 0.520–0.712 | |
| Score 5.5 | 0.662 | 0.569–0.756 | |
| Score 6 | 0.681 | 0.592–0.772 | |
| Score 6.5 | 0.682 | 0.633–0.805 |
* AUC—Area under the curve.
Validation of different score cut off values of grade III and IV FP assessment in clinical practices.
| Cut off Values | Sensitivity (95% CI) | Specificity (95% CI) | PPV (95% CI) | NPV (95% CI) |
|---|---|---|---|---|
| Score 5 | 0.893 | 0.339 | 0.658 | 0.690 |
| Score 5.5 | 0.833 | 0.492 | 0.700 | 0.674 |
| Score 6 | 0.786 | 0.576 | 0.725 | 0.654 |
| Score 6.5 | 0.702 | 0.661 | 0.747 | 0.609 |
95% CI—95% confidence interval; PPV—positive predictive value; NPV—negative predictive value.
Figure 1ROC curve illustrates changes in sensitivity and specificity of the score for prediction of FP in NAFLD patients relative to different cut off points.