| Literature DB >> 32268517 |
Ioan Sporea1, Ruxandra Mare1, Alina Popescu1, Silviu Nistorescu1, Victor Baldea1, Roxana Sirli1, Adina Braha2, Alexandra Sima3, Romulus Timar3, Raluca Lupusoru1,4.
Abstract
BACKGROUND: Type 2 diabetes mellitus (T2DM), obesity, hyperlipidemia, and hypertension are considered risk factors for developing non-alcoholic fatty liver disease (NAFLD). This study aims to assess steatosis and fibrosis severity in a cohort of T2DM patients, using vibration controlled transient elastography (VCTE) and controlled attenuation parameter (CAP). MATERIAL ANDEntities:
Keywords: FibroScan measurements; liver fibrosis; steatosis; type 2 diabetes mellitus
Year: 2020 PMID: 32268517 PMCID: PMC7230646 DOI: 10.3390/jcm9041032
Source DB: PubMed Journal: J Clin Med ISSN: 2077-0383 Impact factor: 4.241
Figure 1Study flow diagram. A total of 242 patients were excluded from the study.
Comparison between excluded patients and study group.
| Parameter | Study Group | Excluded Group | |
|---|---|---|---|
| Age, years (means) | 60.8 ± 8.7 | 61.5 ± 7 | 0.27 |
| Gender ( | |||
| Male | 251 (47.1%) | 87 (35.9%) | 0.004 |
| Female | 283 (52.9%) | 155 (64.1%) | 0.004 |
| BMI (kg/m2) | 32 ± 6 | 35.01 ± 6 | <0.0001 |
| Hypertension ( | 295 (55.2%) | 131 (54.1%) | 0.83 |
| Waist circumference | 108 (68–148) | 110 (92–155) | <0.01 |
| AST, IU/L | 23 (7–150) | 36 (20–152) | <0.0001 |
| ALT, IU/L | 36 (9–160) | 50.4 (14.8–176) | <0.0001 |
| Platelets × 103/mm3 | 242 (71–450) | 234 (67–602) | 0.83 |
| Total cholesterol, mg/dL | 179 (70–418) | 182 (87–879) | 0.65 |
| Triglycerides, mg/dL | 149 (30–887) | 220 (29–8000) | <0.001 |
| LDL, mg/dL | 105 (7–262) | 107(34–277) | 0.37 |
| HDL, mg/dL | 35 (10–120) | 40 (13–120) | 0.58 |
| LSM, kPa | 7.73 ± 5.7 | 13.2 ± 7.1 | <0.0001 |
| CAP, dB/m | 317 ± 59.5 | 336 ± 61.1 | <0.0001 |
| Fibrosis stage | |||
| F0-1 | 388 (72.6%) | 26 (37.6%) | <0.0001 |
| F2 | 42 (7.8%) | 6 (10.1%) | 0.35 |
| F3 | 61 (11.4%) | 6 (10.1%) | 0.68 |
| F4 | 43 (8.2%) | 31 (42.2%) | <0.0001 |
| Steatosis stage | |||
| S0 | 127 (23.9%) | 19 (27.5%) | 0.32 |
| S1 | 48 (8.9%) | 5 (7.2%) | 0.51 |
| S2 | 37 (6.9%) | 4 (5.7%) | 0.63 |
| S3 | 322 (60.3%) | 41 (59.6%) | 0.91 |
| Insulin | 106 (19.7%) | 79 (32.9%) | 0.0001 |
| Oral antidiabetics | 328 (61.4%) | 107 (44.2%) | <0.0001 |
| T2DM duration | 10 ± 2.0 | 15 ± 4.1 | <0.0001 |
Baseline characteristics of the study group according to weight condition.
| Parameter | Normal Weight | Overweight | Obesity | |
|---|---|---|---|---|
| Age, years (means) | 62 ± 8.6 | 61.1 ± 10.3 | 59.7 ± 9.71 | 0.09 |
| Gender ( | ||||
| Male | 25 (43.8%) | 72 (48%) | 154 (47.1%) | 0.75 |
| Female | 32 (56.2%) | 78 (52%) | 173 (52.9%) | 0.75 |
| BMI (kg/m2) | 22.8±1.9 | 27.7±1.4 | 35.5±4.6 | <0.0001 |
| Hypertension ( | 30 (52.63%) | 77 (50.9%) | 188 (57.3%) | 0.63 |
| Waist circumference | 90 (68–110) | 100 (70–118) | 115 (90–148) | 0.75 |
| AST, IU/L | 23 (12–132) | 21 (9–136) | 24 (7–150) | 0.42 |
| ALT, IU/L | 34 (14–120) | 36 (13–143) | 37 (9–160) | 0.98 |
| Platelets × 103/mm3 | 242 (78–418) | 236 (71–441) | 245 (82–602) | 0.50 |
| Total cholesterol, mg/dL | 184 (96–288) | 186 (70–400) | 194 (77–418) | 0.08 |
| Triglycerides, mg/dL | 141 (30–582) | 146 (50–598) | 160 (43–887) | 0.10 |
| LDL, mg/dL | 114 (7–205) | 107 (12–215) | 110 (17–262) | 0.35 |
| HDL, mg/dL | 47 (25–120) | 41 (7–121) | 40 (10–131) | 0.51 |
| LSM, kPa | 6.92 ± 5.85 | 7.21 ± 2.1 | 8.32 ± 6.34 | 0.03 |
| CAP, dB/m | 255.56 ± 60.8 | 300.9 ± 55.8 | 335.2 ± 51.2 | <0.0001 |
| Fibrosis stage | ||||
| F0-1 | 45 (78.9%) | 121 (80.6%) | 222 (67.9%) | 0.93 |
| F2 | 4 (7%) | 11 (7.3%) | 29 (8.8%) | 0.82 |
| F3 | 5 (8.7%) | 12 (8%) | 42 (13%) | 0.90 |
| F4 | 3 (5.4%) | 6 (4%) | 34 (10.3%) | 0.95 |
| Steatosis stage | ||||
| S0 | 36 (63.1%) | 45 (29.9%) | 46 (14.1%) | <0.0001 |
| S1 | 6 (10.5%) | 19 (12.5%) | 23 (7%) | <0.0001 |
| S2 | 1 (1.9%) | 12 (8%) | 24 (7.4%) | 0.2 |
| S3 | 14 (24.5%) | 75 (49.6%) | 234 (71.5%) | <0.0001 |
| Insulin | 10 (18%) | 46 (30%) | 50 (52%) | <0.0001 |
| Oral antidiabetics | 22 (6.6%) | 126 (38.1%) | 182 (55.1%) | <0.0001 |
| T2DM duration | 8 ± 1.2 | 9 ± 2.3 | 13 ± 1.4 | 0.34 |
Univariate analysis of factors associated with severe steatosis.
| Variable | Overall | Normal Weight | Overweight | Obesity | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ß | SE | ß | SE | ß | SE | ß | SE | |||||
| Age | 0.84 | 0.002 | 0.06 | 0.28 | 0.4 | 0.93 | 0.61 | 0.24 | 0.61 | 0.89 | 0.15 | 0.25 |
| Female gender | –0.60 | 0.02 | <0.0001 | 0.45 | 0.05 | 0.01 | 0.10 | 0.02 | 0.47 | 0.54 | 0.01 | 0.54 |
| BMI | 0.02 | 0.003 | <0.0001 | 0.02 | 0.02 | 0.35 | 0.03 | 0.02 | 0.30 | 0.08 | 0.18 | 0.0008 |
| Waist circumference | –0.69 | 0.17 | <0.0001 | 0.01 | 0.006 | 0.006 | 0.36 | 0.41 | 0.02 | 0.14 | 0.2 | 0.001 |
| AST | 0.52 | 0.03 | 0.03 | 0.18 | 0.1 | 0.39 | 0.48 | 0.07 | 0.79 | 0.61 | 0.04 | 0.001 |
| ALT | 0.60 | 0.02 | 0.41 | 0.18 | 0.09 | 0.40 | 0.36 | 0.08 | 0.07 | 0.71 | 0.02 | 0.52 |
| Total cholesterol | 0.41 | 0.08 | 0.01 | 0.01 | 0.001 | 0.24 | 0.16 | 0.01 |
| 0.54 | 0.09 | 0.07 |
| Triglycerides | 0.43 | 0.04 | <0.0001 | 0.002 | 0.002 | <0.0001 | 0.37 | 0.06 | 0.09 | 0.63 | 0.04 | 0.007 |
| Blood glucose | 0.41 | 0.06 | 0.0009 | 0.25 | 0.16 | 0.91 | 0.32 | 0.1 | 0.09 | 0.47 | 0.07 | 0.001 |
| HbA1c | 0.37 | 0.1 | 0.06 | 0.03 | 0.01 | 0.83 | 0.35 | 0.2 | 0.55 | 0.36 | 0.1 | 0.008 |
| LSM | 0.50 | 0.03 | 0.0006 | 0.02 | 0.08 |
| 0.35 | 0.08 | 0.05 | 0.67 | 0.04 | 0.12 |
| Insulin | 0.60 | 0.03 | 0.10 | 0.31 | 0.06 | 0.06 | 0.53 | 0.05 | 0.20 | 0.67 | 0.04 | 0.12 |
| Oral Antidiabetics | 0.52 | 0.04 | 0.14 | 0.11 | 0.01 | 0.19 | 0.41 | 0.09 | 0.26 | 0.67 | 0.05 | 0.73 |
| T2DM duration | 0.67 | 0.03 | 0.10 | 0.22 | 0.09 | 0.94 | 0.56 | 0.08 | 0.65 | 0.1 | 0.02 | 0.54 |
ß = beta coefficient from regression analysis, SE = standard error.
Multivariate analysis of factors associated with severe steatosis.
| Variable | Overall | Normal Weight | Overweight | Obesity | ||||
|---|---|---|---|---|---|---|---|---|
| OR | OR | OR | OR | |||||
| Female gender | 0.89(0.75–0.95) | 0.85 | 0.59 (0.45–0.78) | 0.78 | – | – | – | – |
| BMI | 0.99 (0.92–1.07) | 0.97 | 0.89 (0.46–1.79) | 0.76 | – | – | 1.02 (0.94–1.11) | 0.14 |
| Waist circumference | 1.07 (1.03–1.11) | 0.05 | 1.13 (0.97–1.32) | 0.10 | 1.07 (1.005–1.14) | 0.08 | 1.05 (0.98–1.08) | 0.002 |
| AST | 1.01 (0.99–1.02) | 0.11 | – | – | – | – | 0.99 (0.98–1) | 0.10 |
| Total cholesterol | 1 (0.99–1.009) | 0.70 | – | – | 1 (0.99–1.01) | 0.17 | – | – |
| Triglycerides | 1 (1.002–1.009) | 0.07 | 1.02 (1–1.14) | 0.94 | – | – | 1.01 (0.97–1.04) | 0.31 |
| Blood glucose | 1 (0.99–1.006) | 0.22 | – | – | – | – | 1 (0.99–1) | 0.32 |
| HbA1c | – | – | – | – | – | – | 1 (0.99–1.02) | 0.27 |
| LSM | 1.08 (1.03–1.13) | 0.58 | 1 (0.98–1.25) | 0.68 | – | – | – | – |
CI = confidence interval, OR = odds ratio.
Univariate analysis of factors associated with advanced fibrosis.
| Variable | Overall | Normal Weight | Overweight | Obese | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ß | SE |
| ß | SE |
| ß | SE |
| ß | SE |
| |
| Age | 0.16 | 0.1 | 0.75 | 0.20 | 0.3 | 0.85 | 0.004 | 0.002 | 0.10 | 0.26 | 0.14 | 0.83 |
| Female gender | 0.20 | 0.01 | 0.45 | -0.24 | 0.08 | 0.006 | 0.18 | 0.01 | 0.32 | 0.05 | 0.04 | 0.21 |
| BMI | 0.01 | 0.002 | <0.0001 | 0.03 | 0.02 | 0.09 | 0.02 | 0.01 | 0.2 | 0.25 | 0.02 | <0.0001 |
| Waist circumference | 0.0006 | 0.001 | 0.0002 | 0.08 | 0.04 | 0.08 | 0.2 | 0.2 | 0.64 | 0.54 | 0.02 | 0.002 |
| AST | 0.004 | 0.009 | <0.0001 | 0.05 | 0.02 | 0.01 | 0.05 | 0.01 | 0.0002 | 0.16 | 0.03 | 0.01 |
| ALT | 0.24 | 0.02 | 0.43 | 0.002 | 0.01 | 0.09 | 0.01 | 0.01 | 0.23 | 0.23 | 0.02 | 0.57 |
| Total cholesterol | 0.17 | 0.06 | 0.76 | 0.26 | 0.18 | 0.5 | 0.13 | 0.08 | 0.95 | 0.19 | 0.09 | 0.68 |
| Triglycerides | 0.0004 | 0.04 | 0.53 | 0.01 | 0.08 | 0.07 | 0.14 | 0.03 | 0.85 | 0.25 | 0.03 | 0.49 |
| Blood glucose | 0.31 | 0.06 | 0.13 | 0.24 | 0.12 | 0.30 | 0.14 | 0.07 | 0.91 | 0.19 | 0.07 | 0.49 |
| HbA1c | 0.02 | 0.01 | 0.04 | 0.39 | 0.2 | 0.21 | 0.01 | 0.01 | 0.3 | 0.03 | 0.01 |
|
| CAP | 0.001 | 0.002 | 0.0002 | 0.001 | 0.07 | 0.01 | 0.1 | 0.1 | 0.1 | 0.03 | 0.1 | 0.17 |
| Severe steatosis | 0.11 | 0.03 | 0.0007 | 0.52 | 0.34 | 0.13 | 0.35 | 0.5 | 0.47 | 0.58 | 0.1 | 0.03 |
| Insulin | 0.01 | 0.02 | 0.55 | 0.2 | 0.01 | 0.15 | 0.1 | 0.02 | 0.57 | 0.2 | 0.05 | 0.45 |
| Oral Antidiabetics | 0.15 | 0.02 | 0.28 | 0.2 | 0.02 | 0.8 | 0.05 | 0.01 | 0.47 | 0.84 | 0.01 | 0.89 |
| T2DM duration | 0.22 | 0.02 | 0.34 | 0.4 | 0.04 | 0.58 | 0.06 | 0.01 | 0.51 | 0.75 | 0.01 | 0.74 |
ß = beta coefficient from regression analysis, SE = standard error.
Multivariate analysis of factors associated with advanced fibrosis.
| Variable | Overall | Normal Weight | Overweight | Obese | ||||
|---|---|---|---|---|---|---|---|---|
| OR | OR | OR | OR | |||||
| Female gender | – | – | 0.19(0.07-5.21) | 0.32 | – | – | – | – |
| BMI | 1.05 (0.97–1.14) | 0.20 | – | – | – | – | 1.1 (0.94–1.3) | 0.09 |
| Waist circ. | 1.01 (0.97–1.04) | 0.59 | – | – | – | – | 1 (0.98–1.03) | 0.8 |
| AST | 1.02 (1–1.04) | 0.001 | 1.03 (1–1.6) | 0.02 | 1.03 (1.01–1.05) | 0.003 | 1.04 (0.99–1.2) | 0.01 |
| HbA1c | 1.1 (0.94–1.3) | 0.21 | – | – | – | – | 1.01 (0.97–1.08) | 0.17 |
| CAP | 1 (0.99–1.01) | 0.41 | 1.01 (0.98–1.03) | 0.40 | – | – | – | – |
| Severe steatosis | 2.5 (1.5–3.1) | 0.09 | – | – | – | – | 5 (1.5–31.4) | <0.0001 |
CI = confidence interval; OR = odds ratio.
Differences between liver stiffness measurements (LSM), APRI, and FIB-4 scores among patients with mild and significant fibrosis (F ≤ 2) and those with advanced fibrosis (≥F3).
| F ≤ 2 ( | ≥F3 ( | ||
|---|---|---|---|
| LSM (kPa) | 5.82 ± 1.60 | 12.48 ± 7.9 | <0.0001 |
| APRI | 0.29 ± 0.17 | 0.44 ± 0.3 | <0.0001 |
| FIB-4 | 1 ± 0.15 | 1.39 ± 1 | <0.0001 |
Figure 2(A) Correlation between LSM obtain with Fibroscan and APRI score (r = 0.22, p < 0.0001). (B) Correlation between LSM obtained with Fibroscan and FIB-4 score (r = 0.21, p < 0.0001).