| Literature DB >> 27123461 |
Gabriele Forlani1, Carlo Giorda2, Roberta Manti2, Natalia Mazzella1, Salvatore De Cosmo3, Maria Chiara Rossi4, Antonio Nicolucci4, Paolo Di Bartolo5, Antonio Ceriello6, Pietro Guida7.
Abstract
OBJECTIVE: We studied the prevalence of nonalcoholic fatty liver disease (NAFLD) and its clinical correlates in a population of patients with type 2 diabetes mellitus (T2DM).Entities:
Mesh:
Substances:
Year: 2016 PMID: 27123461 PMCID: PMC4829721 DOI: 10.1155/2016/2931985
Source DB: PubMed Journal: J Diabetes Res Impact factor: 4.011
Figure 1Flow chart of sample selection.
Clinical features of patients according to Fatty Liver Index.
| All | Fatty Liver Index |
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| |||
|---|---|---|---|---|---|---|---|
| <30 | 30–59 | ≥60 | |||||
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| ||||
| Male gender | 47.6% | 41.0% | 48.3% | 49.0% |
|
| — |
| Age (years) | 65 ± 12 | 66 ± 13 | 67 ± 11 | 64 ± 11 |
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| Known duration of diabetes (years) | 9 ± 9 | 10 ± 10 | 9 ± 9 | 8 ± 9 |
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| BMI (body mass index) (Kg/m2) | 30 ± 6 | 24 ± 2 | 27 ± 3 | 33 ± 5 |
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| Waist circumference (cm) | 103 ± 13 | 87 ± 7 | 96 ± 6 | 110 ± 11 |
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| GGT (UI/L) | 39 ± 45 | 19 ± 14 | 28 ± 26 | 48 ± 52 |
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| Triglycerides (mg/dL) | 145 ± 99 | 88 ± 35 | 117 ± 50 | 172 ± 115 |
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| Fatty Liver Index | 64 ± 27 | 18 ± 8 | 46 ± 9 | 84 ± 12 | |||
| AST (UI/L) | 24 ± 17 | 21 ± 12 | 23 ± 17 | 26 ± 19 |
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| AST > 38 UI/L | 8.4% | 3.6% | 5.3% | 10.9% |
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| ALT (UI/L) | 29 ± 23 | 22 ± 14 | 25 ± 21 | 32 ± 26 |
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| ALT > 41 UI/L if male or >31 UI/L if female | 20.3% | 8.7% | 12.8% | 26.4% |
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| ALT > 30 UI/L if male or >9 UI/L if female | 46.7% | 32.0% | 37.1% | 54.4% |
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| Serum creatinine (mg/dL) | 0.95 ± 0.51 | 0.89 ± 0.50 | 0.94 ± 0.51 | 0.97 ± 0.50 |
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| eGFR (mL/min/1.73 m2) | 79 ± 22 | 81 ± 20 | 78 ± 21 | 78 ± 22 |
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| — |
| eGFR < 60 mL/min/1.73 m2 | 19.7% | 15.0% | 19% | 21.2% |
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| Albuminuria | 26.8% | 20.2% | 23.4% | 30.0% |
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| HbA1c (% and mmol/mol) | 7.5 (58) ± 1.6 | 7.3 (56) ± 1.6 | 7.3 (56) ± 1.5 | 7.6 (60) ± 1.7 | — |
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| HbA1c ≥ 7% (53 mmol/mol) | 55.7% | 49.0% | 50.1% | 59.8% | — |
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| Total cholesterol (mg/dL) | 184 ± 42 | 178 ± 38 | 180 ± 40 | 188 ± 43 |
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| HDL-C (mg/dL) | 49 ± 14 | 58 ± 16 | 51 ± 14 | 46 ± 13 |
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| HDL-C < 40 if male or <50 mg/dL if female | 40.4% | 21.4% | 32.6% | 48.5% |
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| LDL-C (mg/dL) | 107 ± 36 | 103 ± 33 | 106 ± 34 | 108 ± 37 |
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| LDL-C ≥ 100 mg/dL | 54.7% | 50.1% | 53.6% | 56.3% |
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| Systolic blood pressure (mmHg) | 138 ± 19 | 134 ± 20 | 137 ± 19 | 139 ± 19 |
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| Diastolic blood pressure (mmHg) | 79 ± 10 | 76 ± 9 | 78 ± 10 | 80 ± 10 |
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| Blood pressure ≥ 140/85 mmHg | 55.6% | 46.2% | 53.1% | 59.1% |
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| Pulse pressure (mmHg) | 59 ± 16 | 58 ± 17 | 59 ± 17 | 59 ± 16 |
| — |
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| 27 ± 9 | 29 ± 8 | 28 ± 9 | 26 ± 9 |
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| Retinopathy | 12.0% | 12.5% | 12.1% | 11.8% | — | — | — |
| Smokers | 16.4% | 15.6% | 16.0% | 16.9% | — |
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| FIB-4 > 3.25 (%) | 4.4% | ||||||
| Lipid lowering treatment | 54.2% | 49.6% | 55.5% | 54.8% |
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| — |
| Treatment with statins | 49.1% | 47.6% | 51.6% | 48.4% |
| — |
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| Treatment with fibrates | 3.4% | 1.3% | 2.4% | 4.3% |
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| Antihypertensive treatment | 71.6% | 57.7% | 69.7% | 75.9% |
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| Treatment with ACE-Is/ARBs | 59.8% | 47.0% | 57.3% | 64.1% |
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| Aspirin | 34.4% | 31.8% | 35.6% | 34.6% |
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| — |
| Diabetes treatment: | |||||||
| (i) Diet | 8.2% | 7.0% | 5.9% |
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| |
| (ii) Insulin and metformin or sulfonamides | 12.9% | 10.4% | 11.2% | 14.2% | — |
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| (iii) Metformin and sulfonamides | 31.7% | 28.9% | 32.8% | 31.9% |
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| — |
| (iv) Metformin | 25.1% | 20.4% | 24.1% | 26.6% |
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| (v) Sulfonamides | 8.0% | 11.9% | 9.3% | 6.4% |
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| (vi) Other drugs | 1.3% | 1.4% | 1.4% | 1.2% | — | — | — |
| (vii) Thiazolidinediones | 3.5% | 3.0% | 3.4% | 3.6% | — | — | — |
| (viii) Dipeptidyl peptidase 4 inhibitors | 2.2% | 2.2% | 2.3% | 2.2% | — | — | — |
Mean ± standard deviation or percentage of patients. ACE-Is, angiotensin converting enzyme-inhibitors; ARBs, Angiotensin Receptor Blockers; ALT, alanine transaminase; AST, aspartate aminotransferase; BMI, body mass index; eGFR, estimated glomerular filtration rate; GGT, gamma-glutamyltransferase; HDL-C, high-density lipoprotein cholesterol; LDL-C, low-density lipoprotein cholesterol. Missing data: AST in 1187 (1.3%), ALT in 1266 (1.3%), serum creatinine and eGFR in 3280 (3.5%), albuminuria in 15901 (16.8%), total cholesterol in 92 (0.1%), HDL-C (mg/dL) in 168 (0.2%), and smoking status in 101 (0.1%). The FIB-4 was calculable in 15882 (40.8%) patients with complete ALT, AST, and platelet count. The level of statistical significance for differences between groups is indicated by p 1 for FLI 30–59 versus FLI < 30, p 2 for FLI ≥ 60 versus FLI < 30, and p 3 for FLI ≥ 60 versus FLI 30–59.
α: p < 0.05, β: p < 0.01, δ: p < 0.001, and —: n.s.
Relative risk ratios adjusted for gender, age, and duration of diabetes.
| RRR for FLI 30–59% |
| RRR for FLI ≥ 60% |
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| |
|---|---|---|---|---|---|
| AST (by 10 UI/L) | 1.13 (1.07–1.20) |
| 1.29 (1.20–1.38) |
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| AST > 38 UI/L | 1.48 (1.22–1.79) |
| 3.06 (2.51–3.74) |
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| ALT (by 10 UI/L) | 1.27 (1.21–1.33) |
| 1.50 (1.40–1.62) |
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| ALT > 41 UI/L | 1.89 (1.65–2.15) |
| 4.54 (3.85–5.36) |
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| ALT > 41 UI/L if male or >31 UI/L if female | 1.63 (1.47–1.80) |
| 3.70 (3.24–4.23) |
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| ALT > 30 UI/L if male or >19 UI/L if female | 1.40 (1.30–1.51) |
| 2.78 (2.49–3.10) |
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| Serum creatinine (by 1 mg/dL) | 1.47 (1.23–1.77) |
| 1.93 (1.59–2.34) |
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| eGFR (by 10 mL/min/1.73 m2) | 0.92 (0.90–0.93) |
| 0.82 (0.81–0.84) |
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| eGFR < 60 mL/min/1.73 m2 | 1.36 (1.26–1.48) |
| 2.11 (1.95–2.27) |
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| Albuminuria | 1.17 (1.03–1.32) |
| 1.72 (1.43–2.07) |
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| HbA1c (by 1%) | 1.01 (0.98–1.04) | — | 1.18 (1.11–1.25) |
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| HbA1c ≥ 7% (53 mmol/mol) | 1.10 (1.02–1.18) |
| 1.71 (1.56–1.89) |
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| Total cholesterol (by 20 mg/dL) | 1.04 (1.02–1.06) |
| 1.13 (1.11–1.14) |
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| HDL-C (by 10 mg/dL) | 0.78 (0.76–0.80) |
| 0.57 (0.55–0.60) |
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| HDL-C < 40 if male or <50 mg/dL if female | 1.86 (1.73–2.00) |
| 3.53 (3.26–3.82) |
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|
| LDL-C (by 20 mg/dL) | 1.05 (1.03–1.07) |
| 1.08 (1.06–1.10) |
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| LDL-C ≥ 100 mg/dL | 1.17 (1.08–1.27) |
| 1.23 (1.14–1.34) |
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| Systolic blood pressure (by 20 mmHg) | 1.18 (1.13–1.22) |
| 1.36 (1.28–1.44) |
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| Diastolic blood pressure (by 10 mmHg) | 1.20 (1.15–1.25) |
| 1.48 (1.40–1.56) |
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| Systolic/diastolic blood pressure ≥140/85 mmHg | 1.32 (1.24–1.40) |
| 1.78 (1.66–1.91) |
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| Pulse pressure (by 10 mmHg) | 1.04 (1.02–1.07) |
| 1.07 (1.04–1.10) |
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| 0.86 (0.83–0.90) |
| 0.67 (0.64–0.70) |
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| Retinopathy | 1.04 (0.94–1.15) | — | 1.15 (1.05–1.26) |
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| Smokers | 1.00 (0.92–1.09) | — | 0.92 (0.85–1.00) | — |
|
Relative risk ratios (RRRs) with 95% confidence interval. The p values are referring to relative risk ratios for FLI 30–59 (p 1) or FLI ≥ 60 (p 2 and p 3) at multinomial logistic regression analysis correcting for gender, age, and duration of diabetes with patients with FLI < 30 (p 1 and p 2) and FLI 30–59 (p 3) as reference category.
α: p < 0.05, β: p < 0.01, δ: p < 0.001, and —: n.s.
Relative risk ratios adjusted for gender, age, and duration of diabetes for the overall population.
| All | Fatty Liver Index | RRR for FLI 30–59% |
| RRR for FLI ≥ 60% |
|
| |||
|---|---|---|---|---|---|---|---|---|---|
| <30 | 30–59 | ≥60 | |||||||
|
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|
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| ||||||
| AST (UI/L) | 24 ± 16 | 21 ± 12 | 22 ± 14 | 26 ± 18 | 1.10 (1.06–1.15) |
| 1.35 (1.28–1.42) |
|
|
| AST > 38 UI/L | 8.3% | 3.2% | 4.5% | 11.2% | 1.42 (1.24–1.61) |
| 3.53 (3.04–4.09) |
|
|
| ALT (UI/L) | 28 ± 22 | 21 ± 14 | 24 ± 18 | 32 ± 25 | 1.26 (1.21–1.31) |
| 1.56 (1.48–1.66) |
|
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| ALT > 41 UI/L (M) or >31 UI/L (F) | 19.1% | 7.8% | 11.4% | 25.0% | 1.62 (1.49–1.76) |
| 3.88 (3.44–4.36) |
|
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| ALT > 30 UI/L (M) or >19 UI/L (F) | 43.4% | 28.7% | 33.1% | 51.3% | 1.41 (1.33–1.49) |
| 2.96 (2.71–3.23) |
|
|
| Serum creatinine (mg/dL) | 0.97 ± 0.51 | 0.90 ± 0.45 | 0.96 ± 0.49 | 0.99 ± 0.53 | 1.60 (1.40–1.84) |
| 2.16 (1.82–2.58) |
|
|
| eGFR (mL/min/1.73 m2) | 78 ± 21 | 80 ± 20 | 78 ± 20 | 77 ± 22 | 0.91 (0.90–0.92) |
| 0.82 (0.80–0.83) |
|
|
| eGFR< 60 mL/min/1.73 m2 | 19.8% | 15.1% | 19.1% | 21.3% | 1.41 (1.33–1.48) |
| 2.15 (2.03–2.28) |
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| Albuminuria | 28.2% | 21.4% | 24.9% | 31.2% | 1.20 (1.09–1.31) |
| 1.72 (1.46–2.04) |
|
|
| HbA1c (% and mmol/mol) | 7.5 (58) ± 1.6 | 7.2 (55) ± 1.5 | 7.3 (56) ± 1.5 | 7.6 (60) ± 1.7 | 1.04 (1.01–1.07) |
| 1.21 (1.15–1.27) |
|
|
| HbA1c ≥ 7% (53 mmol/mol) | 55.1% | 48.2% | 50.2% | 58.8% | 1.16 (1.10–1.23) |
| 1.77 (1.64–1.91) |
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| Total cholesterol (mg/dL) | 185 ± 41 | 178 ± 38 | 180 ± 39 | 188 ± 43 | 1.04 (1.03–1.05) |
| 1.13 (1.12–1.14) |
|
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| HDL-C (mg/dL) | 50 ± 14 | 58 ± 16 | 52 ± 14 | 47 ± 13 | 0.79 (0.77–0.80) |
| 0.60 (0.58–0.62) |
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| HDL-C < 40 (male); <50 mg/dL (female) | 36.6% | 19.5% | 29.5% | 43.7% | 1.84 (1.74–1.95) |
| 3.43 (3.19–3.68) |
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| LDL-C (mg/dL) | 107 ± 36 | 104 ± 33 | 106 ± 34 | 109 ± 37 | 1.05 (1.04–1.07) |
| 1.07 (1.06–1.09) |
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| LDL-C ≥ 100 mg/dL | 55.3% | 51.3% | 54.2% | 56.8% | 1.15 (1.09–1.21) |
| 1.20 (1.14–1.27) |
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| Systolic blood pressure (mmHg) | 139 ± 19 | 135 ± 20 | 138 ± 19 | 140 ± 19 | 1.17 (1.14–1.20) |
| 1.37 (1.31–1.43) |
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|
| Diastolic blood pressure (mmHg) | 79 ± 10 | 76 ± 9 | 78 ± 10 | 80 ± 10 | 1.20 (1.17–1.24) |
| 1.47 (1.41–1.54) |
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| Blood pressure ≥ 140/85 mmHg | 58.0% | 48.7% | 55.4% | 61.3% | 1.31 (1.25–1.38) |
| 1.76 (1.67–1.87) |
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| Pulse pressure (mmHg) | 60 ± 17 | 59 ± 17 | 60 ± 17 | 60 ± 16 | 1.04 (1.02–1.05) |
| 1.08 (1.05–1.10) |
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| 26 ± 9 | 28 ± 8 | 27 ± 9 | 26 ± 9 | 0.85 (0.82–0.87) |
| 0.67 (0.64–0.69) |
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| Retinopathy | 11.8% | 12.5% | 12.3% | 11.5% | 1.08 (1.00–1.17) | — | 1.16 (1.07–1.26) |
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| Smokers | 18.1% | 17.6% | 17.6% | 18.3% | 0.97 (0.90–1.03) | — | 0.87 (0.82–0.93) |
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| Alcohol | 45.2% | 41.9% | 46.8% | 45.4% | 1.05 (0.98–1.13) | — | 1.00 (0.93–0.07) | — |
|
Mean ± standard deviation or percentage of patients. Relative risk ratios (RRR) with 95% confidence interval. ALT, alanine transaminase; AST, aspartate aminotransferase; eGFR, estimated glomerular filtration rate; HDL-C, high-density lipoprotein cholesterol; and LDL-C, low-density lipoprotein cholesterol. Missing data: AST in 4151 (4.4%), ALT in 3587 (3.8%), serum creatinine and eGFR in 8017 (8.5%), albuminuria in 43247 (45.7%), total cholesterol (mg/dL) in 211 (0.2%), HDL-C (mg/dL) in 440 (0.5%), smoking status in 30189 (31.9%), and alcohol in 32742 (34.6%). The p values are referring to relative risk ratios for FLI 30–59 (p 1) or FLI ≥ 60 (p 2 and p 3) at multinomial logistic regression analysis correcting for gender, age, and duration of diabetes with patients with FLI < 30 (p 1 and p 2) and FLI 30–59 (p 3) as reference category. RRR for continuous variables by 10 units' increase in AST, ALT, eGFR, HDL-C, diastolic blood pressure, pulse pressure, and Q Score, by 20 units for total cholesterol, LDL-C, and systolic blood pressure, and by one unit otherwise.
α: p < 0.05, β: p < 0.01, δ: p < 0.001, and —: n.s.