| Literature DB >> 35885657 |
Anca Trifan1,2, Ermina Stratina1,2, Robert Nastasa1,2, Adrian Rotaru1,2, Remus Stafie1,2, Sebastian Zenovia1,2, Laura Huiban1,2, Catalin Sfarti1,2, Camelia Cojocariu1,2, Tudor Cuciureanu1,2, Cristina Muzica1,2, Stefan Chiriac1,2, Irina Girleanu1,2, Ana-Maria Singeap1,2, Carol Stanciu1,2.
Abstract
Non-alcoholic fatty liver disease (NAFLD) is a common finding among patients with type 2 diabetes mellitus (T2DM). Between NAFLD and T2DM exist a bidirectional relationship. Patients with T2DM are at high risk for NAFLD, and evidence suggests that T2DM is linked to progressive NAFLD and poor liver outcomes. NAFLD promotes the development of T2DM and leads to a substantial increase in the risk of T2DM complications. This study aimed to assess the prevalence of liver steatosis and fibrosis in patients with T2DM from north-eastern Romania by using Vibration-Controlled Transient Elastography (VCTE) with Controlled Attenuation Parameter (CAP), which is a non-invasive method and can assess simultaneously liver steatosis and fibrosis. In total, 424 consecutive patients with T2DM were enrolled and evaluated using VCTE with CAP from January 2020 to January 2022. Clinical and laboratory data were recorded in all patients. For the CAP score, we used the following cut-offs: mild steatosis (S1)-274 dB/m, moderate steatosis (S2)-290 dB/m, and severe steatosis (S3)-302 dB/m. For liver fibrosis, to differentiate between fibrosis stages, the cut-off values were F ≥ 8.2 kPa for significant fibrosis (F2), F ≥ 9.7 kPa for advanced fibrosis (F3), and F ≥ 13.6 kPa for cirrhosis (F4). In total, 380 diabetic patients (72.6%) had liver steatosis (51.3% females, the mean age of 55.22 ± 10.88 years, mean body mass index (BMI) 29.12 ± 5.64 kg/m2). Among them, 26 (8.4%) patients had moderate liver steatosis (S2) and 242 (78.5%) patients had severe hepatic steatosis (S3). According to VCTE measurements, 176 (57.14%) patients had liver fibrosis, 36 (11.7%) of them had advanced fibrosis (F3), and 42 (13.6%) diabetic patients had cirrhosis (F4). Univariate analyses showed that severe steatosis was significantly associated with ferritin (β = 0.223, p = 0.022), total cholesterol (β = 0.159, p = 0.031), and HDL-cholesterol (β = -0.120, p = 0.006). In multivariate analyses, BMI (β = 0.349, p < 0.001), fasting plasma glucose (β = 0.211, p = 0.006), and triglycerides (β = 0.132, p = 0.044) were predictors of S3. Patients with T2DM have a high prevalence of severe steatosis and advanced fibrosis which can lead to the development and progression of complications with high morbidity and mortality rates. Hence, it is necessary to implement screening strategies to prevent advanced liver disease in patients with T2DM.Entities:
Keywords: non-alcoholic fatty liver; type 2 diabetes mellitus; vibration-controlled transient elastography
Year: 2022 PMID: 35885657 PMCID: PMC9322355 DOI: 10.3390/diagnostics12071753
Source DB: PubMed Journal: Diagnostics (Basel) ISSN: 2075-4418
Figure 1Participant flowchart. A total of 97 subjects were ruled out from the study.
Baseline characteristics of the study group according to the presence of liver steatosis.
| Overall Cohort | Participants with No Steatosis | Participants with Steatosis | ||
|---|---|---|---|---|
| Age (years) | 53.67 ± 11.37 | 48.23 ± 9.62 | 55.22 ± 10.88 | 0.021 |
| Females, | 219 (51.7) | 61 (52.6) | 158 (51.3) | 0.174 |
| Body mass index (kg/m2) | 28.33 ± 5.38 | 26.42 ± 4.47 | 29.12 ± 5.64 | <0.001 |
| Hypertension | 246 (58%) | 39 (33.6) | 207 (67.2) | <0.001 |
| Waist circumference (cm) | 105.14 ± 15.2 | 92.48 ± 12.44 | 108.21 ± 16.21 | <0.001 |
| Platelets × 103/mm3 | 227.23 ± 68.58 | 205.62 ± 74.31 | 233.41 ± 72.11 | 0.022 |
| INR | 1.05 ± 0.16 | 1.02 ± 0.19 | 1.06 ± 0.17 | 0.115 |
| Fibrinogen | 335.91 ± 57.36 | 329.63 ± 57.48 | 339.56 ± 58.22 | 0.163 |
| Protein-C reactive (mg/dL) | 0.65 ± 0.28 | 0.57 ± 0.24 | 0.68 ± 0.29 | 0.24 |
| AST (IU/L) | 41.57 ± 23.52 | 39.05 ± 20.53 | 42.32 ± 22.92 | 0.154 |
| ALT (IU/L) | 51.46 ± 31.94 | 42.35 ± 24.31 | 54.11 ± 30.98 | 0.034 |
| Total cholesterol (mg/dL) | 218.47 ± 58.75 | 198.81 ± 54.32 | 226.67 ± 60.43 | <0.001 |
| Triglycerides (mg/dL) | 191.85 ± 52.62 | 182.39 ± 39.14 | 195.74 ± 54.22 | <0.001 |
| LDL-c (mg/dL) | 117.14 ± 34.54 | 105.31 ± 30.67 | 119.28 ± 36.51 | <0.001 |
| HDL-c (mg/dL) | 48.61 ± 16.89 | 54.42 ± 19.82 | 44.31 ± 15.82 | 0.016 |
| Fasting impaired glucose (mg/dL) | 138.78 ± 48.21 | 118.56 ± 44.78 | 142.87 ± 49.68 | <0.001 |
| Creatinine (mg/dL) | 0.89 ± 0.15 | 0.78 ± 0.14 | 0.91 ± 0.16 | 0.054 |
| Urea (mg/dL) | 40.51 ± 10.8 | 38.81 ± 9.97 | 42.32 ± 10.91 | 0.072 |
| Serum uric acid (mg/dL) | 6.21 ± 1.14 | 5.78 ± 0.98 | 6.32 ± 1.16 | 0.043 |
| Alpha-fetoprotein (ng/mL) | 4.61 ± 1.7 | 4.46 ± 1.22 | 4.68 ± 1.93 | 0.084 |
| Lean subjects, | 76 (18) | 28 (24.1) | 48 (15.6) | |
| Overweight, | 175 (41.3) | 30 (25.9) | 145 (47.1) | |
| Obese, | 173 (40.8) | 58 (50) | 115 (37.3) | |
| Steatosis degree, | <0.001 | |||
| 0 | 116 (27.4) | 0 | ||
| 1 | 40 (9.4) | 40 (13.1) | ||
| 2 | 26 (6.1) | 26 (8.4) | ||
| 3 | 242 (57.1) | 242 (78.5) | ||
| Fibrosis stage, | <0.001 | |||
| 0 | 182 (43) | 51 (43.9) | 131 (42.5) | |
| 1 | 110 (25.9) | 32 (27.6) | 78 (25.3) | |
| 2 | 34 (8.1) | 14 (12.1) | 20 (6.5) | |
| 3 | 53 (12.5) | 16 (13.8) | 36 (11.7) | |
| 4 | 45 (10.7) | 3 (2.6) | 42 (13.6) | |
| CAP, dB/m | 314.11 ± 49.54 | 255.41 ± 18.38 | 317.42 ± 50.98 | <0.001 |
| LSM, kPa | 7.48 ± 4.11 | 6.32 ± 4.74 | 8.02 ± 5.16 | <0.001 |
INR, international normalized ratio; ALT, alanine aminotransferase; AST, aspartate aminotransferase; LDL-c, low-density lipoprotein cholesterol; HDL-c, high-density lipoprotein cholesterol; LSM, liver stiffness measurement; CAP, controlled attenuation parameter.
Characteristics of patients according to liver fibrosis stage.
| ≤F2 | ≥F3 |
| |
|---|---|---|---|
| Age (years) | 50.88 ± 15.52 | 55.15 ± 12.24 | 0.041 |
| Females, | 169 (51.8) | 50 (51) | 0.066 |
| Body mass index (kg/m2) | 25.75 ± 3.51 | 28.07 ± 3.22 | <0.001 |
| Lean subjects, | 58 (17.8) | 18 (18.3) | 0.296 |
| Overweight, | 152 (46.6) | 23 (23.5) | 0.016 |
| Obese, | 116 (35.6) | 57 (58.2) | 0.008 |
| Hypertension, | 197 (60.4) | 49 (50) | 0.072 |
| Platelet count (G/L) | 254.42 ± 73.31 | 191.9 ± 74.81 | <0.001 |
| ALT (IU/L) | 32.68 ± 26.23 | 39.19 ± 24.02 | 0.133 |
| AST (IU/L) | 27.71 ± 12.37 | 40.87 ± 22.43 | <0.001 |
| GGT (IU/L) | 49.49 ± 19.46 | 50 ± 20.68 | 0.061 |
| ALP (IU/L) | 73.95 ± 26.02 | 78.38 ± 39.43 | 0.052 |
| Total bilirubin (mg/dL) | 0.76 ± 0.31 | 0.84 ± 1.12 | 0.084 |
| Albumin (g/dL) | 4.57 ± 0.4 | 4.1 ± 0.57 | <0.001 |
| Creatinine (mg/dL) | 0.79 ± 0.15 | 0.84 ± 0.19 | 0.121 |
| Urea (mg/dL) | 35.8 ± 10.35 | 37.02 ± 15.5 | 0.082 |
| Fasting glucose (mg/dL) | 106.15 ± 30.08 | 119.36 ± 26.04 | 0.024 |
| Ferritin (ng/mL) | 174.6 ± 110.28 | 187.46 ± 183.7 | 0.416 |
| CRP (mg/dL) | 0.42 ± 0.52 | 0.46 ± 1.12 | 0.093 |
| Total cholesterol (mg/dL) | 207.9 ± 49.41 | 224.1 ± 54.9 | 0.072 |
| Triglycerides (mg/dL) | 198.81 ± 77.58 | 213.29 ± 65.27 | 0.047 |
| LDL-c (mg/dL) | 116.28 ± 49.01 | 118.12 ± 49.63 | 0.098 |
| HDL-c (mg/dL) | 46.7 ± 13.7 | 41 ± 12.03 | 0.004 |
| Serum uric acid (mg/dL) | 4.86 ± 1.6 | 6.09 ± 1.51 | <0.001 |
| Alpha-fetoprotein (ng/mL) | 3.93 ± 2.29 | 5.19 ± 4.15 | 0.021 |
| Steatosis degree | 0.008 | ||
| 0 | 107 (32.8) | 9 (9.2) | |
| 1 | 29 (8.9) | 11 (11.2) | |
| 2 | 14 (4.3) | 12 (12.3) | |
| 3 | 176 (54) | 66 (67.3) | |
| Fibrosis stage, | |||
| 0 | 182 (55.8) | - | |
| 1 | 110 (33.7) | - | |
| 2 | 34 (10.5) | - | |
| 3 | - | 53 (54.1) | |
| 4 | - | 45 (45.9) | |
| CAP, dB/m | 308.79 ± 40.65 | 319.54 ± 45.47 | 0.011 |
| LSM, kPa | 6.47 ± 4.27 | 11.53 ± 5.98 | <0.001 |
| M-probe, | 238 (73) | 61 (62.2) | 0.059 |
| XL-probe, | 88 (27) | 37 (37.8) | 0.048 |
ALT, alanine aminotransferase; AST, aspartate aminotransferase; GGT, gamma-glutamyl transferase; ALP, alkaline phosphatase; LDL-c, low-density lipoprotein cholesterol; HDL-c, high-density lipoprotein cholesterol; LSM, liver stiffness measurement; CAP, controlled attenuation parameter; CRP, c-reactive protein.
Univariate and multivariate linear regression analysis of factors associated with increased LSM values.
| LSM kPa | ||||
|---|---|---|---|---|
| Univariate | Multivariate | |||
| Parameter | Beta | Beta | ||
| Age | 0.123 | 0.004 | 0.157 | 0.013 |
| BMI | −0.096 | <0.001 | 0.142 | <0.006 |
| CAP | 0.034 | 0.014 | ||
| Platelets | −0.307 | <0.001 | −0.124 | 0.073 |
| Fibrinogen | −0.110 | 0.138 | ||
| INR | 0.167 | 0.123 | ||
| CRP | 0.097 | 0.192 | ||
| Ferritin | 0.069 | 0.355 | ||
| FPG | 0.121 | 0.002 | 0.136 | 0.011 |
| Urea | −0.046 | 0.534 | ||
| Creatinine | 0.008 | 0.915 | ||
| ALT | 0.297 | <0.001 | 0.085 | 0.332 |
| AST | 0.306 | <0.001 | 0.108 | 0.227 |
| Cholesterol | 0.047 | 0.525 | ||
| Triglycerides | 0.177 | 0.001 | 0.128 | 0.021 |
| Albumin | −0.061 | 0.414 | ||
| LDL-c | −0.047 | 0.529 | ||
| HDL-c | −0.084 | 0.029 | 0.076 | 0.062 |
| SUA | −0.17 | 0.016 | 0.182 | 0.058 |
| AFP | 0.431 | 0.051 | ||
BMI, body mass index; ALT, alanine aminotransferase; AST, aspartate aminotransferase; LDL-c, low-density lipoprotein cholesterol; HDL-c, high-density lipoprotein cholesterol; CAP, controlled attenuation parameter; CRP, c-reactive protein; INR, international normalized ratio; AFP, alpha-fetoprotein; SUA, serum uric acid, FPG, fasting plasma glucose.
Univariate and multivariate linear regression analysis of factors associated with an increased CAP score.
| CAP dB/m | ||||
|---|---|---|---|---|
| Univariate | Multivariate | |||
| Parameter | Beta | Beta | ||
| Age | 0.045 | 0.540 | ||
| BMI | 0.393 | <0.001 | 0.349 | <0.001 |
| CAP | - | - | - | - |
| Platelets | −0.003 | 0.963 | ||
| Fibrinogen | 0.042 | 0.574 | ||
| INR | −0.148 | 0.145 | ||
| CRP | 0.164 | 0.126 | ||
| Ferritin | 0.223 | 0.022 | 0.174 | 0.059 |
| FPG | 0.255 | 0.001 | 0.211 | 0.006 |
| Urea | 0.137 | 0.064 | ||
| Creatinine | 0.013 | 0.860 | ||
| ALT | 0.086 | 0.243 | ||
| AST | 0.061 | 0.409 | ||
| Cholesterol | −0.159 | 0.031 | −0.122 | 0.035 |
| Triglycerides | −0.126 | 0.018 | −0.132 | 0.044 |
| Albumin | 0.118 | 0.112 | ||
| LDL-c | −0.011 | 0.881 | ||
| HDL-c | 0.120 | 0.006 | −0.113 | 0.032 |
| SUA | 0.079 | 0.285 | ||
| AFP | −0.042 | 0.571 | ||
BMI, body mass index; ALT, alanine aminotransferase; AST, aspartate aminotransferase; LDL-c, low-density lipoprotein cholesterol; HDL-c, high-density lipoprotein cholesterol; CAP, controlled attenuation parameter; CRP, c-reactive protein; INR, international normalized ratio; AFP, alpha-fetoprotein; SUA, serum uric acid, FPG, fasting plasma glucose.
Figure 2CAP values according to fibrosis stages. The bottom and the top of each box represent the 25th and 75th percentiles, while the lines through the box indicate the median.
Comparison of LSM and CAP values according to fibrosis stages.
| LSM kPa | CAP dB/m | |||
|---|---|---|---|---|
| F0 | 4.62 ± 0.76 | <0.001 | 297 ± 44.88 | 0.043 |
| F1 | 7.10 ± 0.85 | 314 ± 46.88 | ||
| F2 | 8.85 ± 0.47 | 311 ± 46.6 | ||
| F3 | 11.22 ± 1.21 | 317 ± 47.28 | ||
| F4 | 21.55 ± 7.5 | 304 ± 63.23 |