| Literature DB >> 32049637 |
Stefano Ciardullo1,2, Emanuele Muraca1, Silvia Perra1, Eleonora Bianconi1, Francesca Zerbini1, Alice Oltolini1, Rosa Cannistraci1,2, Paola Parmeggiani1, Giuseppina Manzoni1, Amalia Gastaldelli3, Guido Lattuada1, Gianluca Perseghin4,2.
Abstract
OBJECTIVE: Non-alcoholic fatty liver disease (NAFLD) is prevalent in patients with type 2 diabetes. Here, we estimate the proportion of patients with type 2 diabetes that should be referred to hepatologists according to the European Association for the Study of the Liver (EASL)-European Association for the Study of Diabetes (EASD)-European Association for the Study of Obesity (EASO) Guidelines and evaluate the association between non-invasive biomarkers of steatosis and fibrosis and diabetic complications. RESEARCH DESIGN AND METHODS: This is a retrospective analysis of type 2 diabetes patients who attended on a regular basis our diabetes clinic between 2013 and 2018 (n=2770). Steatosis was assessed using Fatty Liver Index (FLI), Hepatic Steatosis Index and NAFLD Ridge Score and fibrosis using NAFLD Fibrosis Score (NFS), Fibrosis-4 (FIB-4), aspartate aminotransferase (AST) to platelet ratio index (APRI) and AST/alanine aminotransferase (ALT) ratio. Outcome measures were altered albumin excretion rate (AER), chronic kidney disease (CKD) and cardiovascular disease (CVD).Entities:
Keywords: NAFLD; non-alcoholic seatohepatitis; screening strategies; type 2 diabetes
Mesh:
Substances:
Year: 2020 PMID: 32049637 PMCID: PMC7039600 DOI: 10.1136/bmjdrc-2019-000904
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Figure 1Percentage of patients at low, intermediate and high risk of fibrosis/steatosis according to the different biomarkers of steatosis (A) and fibrosis (B). white bars represent low probability of steatosis/fibrosis, gray bars represent intermediate probability and black bars represent high probability. APRI, AST to Platelet Ratio Index; FIB-4, fibrosis-4; FLI, Fatty Liver Index; HSI, Hepatic Steatosis Index; NAFLD, non-alcoholic fatty liver disease.
Figure 2Proportion of patients with low, intermediate and high FIB-4 scores using standard and age-adjusted cut-offs. White bars represent low probability of fibrosis, gray bars represent intermediate probability and black bars represent high probability. Data are referred to patients with FLI>60. FIB-4, fibrosis-4; FLI, Fatty Liver Index.
Logistic regression model comparing the prevalence of macrovascular, microvascular and kidney complications in individuals at high, intermediate or low (reference category) probability of liver fibrosis or steatosis
| Cardiovascular event | eGFR EPI-CKD (cut-off 60) | Microalbuminuria | Diabetic retinopathy | |||||||||
| OR | 95% CI | P value | OR | 95% CI | P value | OR | 95% CI | P value | OR | 95% CI | P value | |
| FLI | ||||||||||||
| Low | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Middle | 1.65 | 1.13 to 2.40 | 0.009 | 1.65 | 1.03 to 2.68 |
| 2.91 | 1.65 to 5.14 |
| 0.83 | 0.46 to 1.50 | 0.542 |
| High | 1.32 | 0.94 to 1.85 | 0.110 | 1.77 | 1.15 to 2.72 |
| 3.49 | 2.05 to 5.94 |
| 1.05 | 0.63 to 1.76 | 0.858 |
| HSI | ||||||||||||
| Low | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Middle | 4.89 | 0.50 to 47.61 | 0.171 | 1.51 | 0.15 to 14.78 | 0.725 | - | - | 0.999 | - | - | 0.999 |
| High | 0.92 | 0.73 to 1.18 | 0.518 | 0.61 | 0.47 to 0.84 |
| 0.95 | 0.68 to 1.35 | 0.762 | 0.825 | 0.54 to 1.31 | 0.408 |
| NAFLD Ridge Score | ||||||||||||
| Low | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Middle | 0.52 | 0.25 to 1.15 | 0.108 | 0.51 | 0.22 to 1.17 | 0.110 | 1.20 | 0.39 to 3.68 | 0.750 | 0.99 | 0.24 to 4.10 | 0.986 |
| High | 0.95 | 0.48 to 1.89 | 0.894 | 0.57 | 0.28 to 1.16 | 0.118 | 1.79 | 0.67 to 4.81 | 0.248 | 1.50 | 0.44 to 5.13 | 0.520 |
| AST/ALT | ||||||||||||
| Low | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Middle | 1.73 | 1.42 to 2.10 |
| 2.04 | 1.59 to 2.60 |
| 0.94 | 0.73 to 1.20 | 0.594 | 1.58 | 1.09 to 2.27 |
|
| High | 1.86 | 1.37 to 2.54 |
| 3.76 | 2.67 to 5.31 |
| 1.40 | 0.95 to 2.06 | 0.090 | 2.68 | 1.61 to 4.48 |
|
| APRI | ||||||||||||
| Low | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Middle | 1.26 | 0.98 to 1.62 | 0.068 | 1.19 | 0.90 to 1.57 | 0.225 | 1.09 | 0.78 to 1.50 | 0.611 | 0.90 | 0.57 to 1.43 | 0.662 |
| High | 0.94 | 0.26 to 3.36 | 0.919 | 0.72 | 0.15 to 3.46 | 0.677 | 2.38 | 0.33 to 17.02 | 0.387 | - | - | 0.999 |
| FIB-4 | ||||||||||||
| Low | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Middle | 2.03 | 1.63 to 2.54 |
| 2.78 | 2.14 to 3.62 |
| 1.02 | 0.77 to 1.35 | 0.879 | 1.12 | 0.77 to 1.64 | 0.548 |
| High | 2.62 | 1.69 to 4.04 |
| 6.39 | 4.05 to 10.08 |
| 1.58 | 0.91 to 2.72 | 0.102 | 1.58 | 0.77 to 3.23 | 0.214 |
| NAFLD fibrosis score | ||||||||||||
| Low | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Middle | 1.76 | 0.91 to 3.40 | 0.096 | 0.98 | 0.46 to 2.09 | 0.963 | 1.78 | 0.75 to 4.24 | 0.190 | 1.44 | 0.45 to 4.55 | 0.537 |
| High | 2.03 | 1.01 to 4.08 | 0.046 | 2.17 | 1.00 to 4.67 | 0.049 | 1.74 | 0.71 to 4.24 | 0.224 | 1.96 | 0.60 to 6.42 | 0.264 |
Values in bold are statistically significant.
APRI, AST to Platelet Ratio Index; CKD, chronic kidney disease; eGFR, estimated glomerular filtration rate; FIB-4, fibrosis-4; FLI, Fatty Liver Index; HSI, Hepatic Steatosis Index; NAFLD, non-alcoholic fatty liver disease.
Figure 3UKPDS risk of coronary heart disease (CHD), fatal CHD, stroke and fatal stroke according to different surrogate of fibrosis AST to ALT ratio (A), FIB-4 (B) and NAFLD fibrosis score (C). White bars represent low probability of fibrosis, gray bars represent intermediate probability and black bars represent high probability. FIB-4, Fibrosis-4; NAFLD, non-alcoholic fatty liver disease.
Logistic regression model comparing the prevalence of complications of diabetes in individuals selected for referral compared with the total cohort (reference category)
| OR | 95 % CI | P value | ||
| eGFR EPI-CKD (cut-off 60) | ||||
| Model 1 | No referral | 1 | - | - |
| To referral | 1.742 | 1.217 to 2.495 | 0.002 | |
| Model 2 (adj gender) | No referral | 1 | - | - |
| To referral | 1.783 | 1.243 to 2.556 | 0.002 | |
| Model 3 (adj gender, BMI) | No referral | 1 | - | - |
| To referral | 1.777 | 1.235 to 2.555 | 0.002 | |
| Cardiovascular event | ||||
| Model 1 | No referral | 1 | - | - |
| To referral | 1.806 | 1.279 to 2.551 | 0.001 | |
| Model 2 (adj gender) | No referral | 1 | - | - |
| To referral | 1.729 | 1.218 to 2.453 | 0.002 | |
| Model 3 (adj gender, BMI) | No referral | 1 | - | - |
| To referral | 1.856 | 1.303 to 2.643 | 0.001 | |
| Microalbuminuria | ||||
| Model 1 | No referral | 1 | - | - |
| To referral | 1.608 | 1.071 to 2.416 | 0.021 | |
| Model 2 (adj gender) | No referral | 1 | - | - |
| To referral | 1.588 | 1.056 to 2.390 | 0.026 | |
| Model 3 (adj gender, BMI) | No referral | 1 | - | - |
| To referral | 1.494 | 0.988 to 2.259 | 0.057 | |
| Diabetic retinopathy | ||||
| Model 1 | No referral | 1 | - | - |
| To referral | 1.710 | 1.040 to 2.811 | 0.033 | |
| Model 2 (adj gender) | No referral | 1 | - | - |
| To referral | 1.725 | 1.049 to 2.837 | 0.032 | |
| Model 3 (adj gender,BMI) | No referral | 1 | - | - |
| To referral | 1.601 | 0.972 to 2.661 | 0.065 |
Model 1: crude model; Model 2: adjusted for gender; Model 3: adjusted for gender and BMI.
adj, adjusted; BMI, body mass index; CKD, chronic kidney disease; eGFR, estimated glomerular filtration rate.