Risk Scores for Prediction of Major Cardiovascular Events in Non-Alcoholic Fatty Liver Disease: A No Man’s Land?
Abstract
:1. General Considerations and Epidemiological Trends
2. Proposed Pathogenic Mechanisms for the Occurrence of CVD in NAFLD Patients
3. Cardiovascular Morbidity and Mortality and NAFLD
4. Tools and Risk Scores for Assessing Cardiovascular Events in NAFLD: An Unmet Clinical Need
5. The Future of NAFLD: Emerging Therapeutic Approaches
6. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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Risk Score | Risk Predictors | Clinical Use and Benefits |
---|---|---|
CT Coronary Artery Calcium score (CAC) | Degree of coronary artery calcification (absent, discrete, moderate, accentuated) | Independent added value in the prediction of all-cause mortality and mortality owing to coronary disease in asymptomatic persons. |
Systematic Coronary Risk Estimation 2 (SCORE2) | Age, smoking status, systolic blood pressure, total cholesterol, and HDL cholesterol |
|
Systematic Coronary Risk Estimation 2-Older Persons (SCORE-OP) | Age (per year), history of diabetes, current smoking, SBP (per 10 mmHg), total cholesterol, and HDL cholesterol | SCORE2-OP to estimate 5- and 10-year risk of incident CVD in older individuals aged over 70 years without pre-existing CVD. |
QRISK2 | Age, gender, total cholesterol/high-density lipoprotein ratio, systolic blood pressure, smoking status, diabetes mellitus, family history, treated hypertension, BMI, Townsend deprivation score, self-assigned ethnicity, rheumatoid arthritis, atrial fibrillation, and chronic renal disease |
|
REYNOLDS Risk Score (RRS) | Age, gender, systolic blood pressure, total cholesterol, high-density lipoprotein, smoking status, hemoglobin A1c (women only), family history, and high-sensitivity C-reactive protein |
|
Framingham Risk Score (FRS) | Age, gender, systolic blood pressure, total cholesterol, high-density lipoprotein, smoking, diabetes mellitus, and blood pressure medications |
|
Atherosclerosis Cardiovascular Disease (ASCVD) risk score | Age, sex, race, total cholesterol, HDL cholesterol, systolic blood pressure, blood-pressure-lowering medication use, diabetes status, and smoking status | The 10-year ASCVD risk score calculation may be the first step in implementing preventive measures such as lipid profile and blood pressure management. |
European Society of Cardiology-Systematic COronary Risk Evaluation (ESC-SCORE) | Age, systolic blood pressure, total cholesterol, and total cholesterol/high-density lipoprotein ratio | Individual risk of the 10-year risk for a fatal CV event. |
Prospective Cardiovascular Munster Study (PROCAM) risk score | Age, LDL cholesterol, smoking, HDL cholesterol, systolic blood pressure, family history of premature myocardial infarction, diabetes mellitus, and triglycerides |
|
Biopsy-Free Scoring Systems and Clinical Use | Name of Score/Biomarker | Algorithm/Formula Used | Cut-Off |
---|---|---|---|
Assessment of hepatic steatosis used in both MAFLD and NAFLD | NAFLD ridge score | −0.614 + 0.007 × ALT−0.214 × HDL C + 0.053 × triglyceride + 0.144 × HbA1c + 0.032 × WBC + 0.132 × Hypertension | 0.24 and 0.44 |
NAFLD liver fat score | 1.18 × MS + T2DM (2 if yes; 0 if no) + 0.15 × fasting insulin (mU/L) + 0.04 × AST(U/L) 0.94 × (AST/ALT) 2.89. | >−0.640 predictable for NAFLD | |
Hepatic steatosis index | 8 × ALT/AST + BMI (+2 if type 2 diabetes yes, + 2 if female) | 30 and 36 | |
Fatty liver index | e y/(1 + ey) × 100 y = 0.953 × ln(triglycerides, mg/dL) + 0.139 × BMI, kg/m2 + 0.718 × ln (GGT, U/L) + 0.053 × waist circumference, cm—15.745) | 30 and 60 | |
Assessment of fibrosis | APRI | (AST(IU/L)/AST(ULN))/platelet count (10^9/L)) × 100 | 0.5 and 1.5 |
Fibrosis-4 index | age × AST (IU/L)/platelets (× 109/L) × √ ALT (IU/L) | low risk, FIB-4 < 1.3; intermediate risk, FIB4 1.3–2.66; high risk, FIB-4 ≥ 2.67. | |
BARD score | (BMI > 28 = 1 point) + (AAR > 0.8 = 2 points) + (DM = 1 point). | A BARD score of 2–4 points was associated with F3 or F4 stages of fibrosis | |
NAFLD fibrosis score | −1.675 + (0.037 × age [years]) + (0.094 × BMI [kg/m2 ]) + (1.13 × IFG/diabetes [yes = 1, no = 0]) + (0.99 × AST/ALT ratio)—(0.013 × platelet count [×109 /L])—(0.66 × albumin [g/dL]) | −1.455 and 0.675 scores > 0.675 suggest a high risk of fibrosis | |
Enhanced liver fibrosis test | 2.494 + 0.846 ln(HA) + 0.735 ln(PIIINP) + 0.391 ln(TIMP1). | 7.7: exclusion of fibrosis, 9.8: identification of fibrosis | |
FibroMax | A non-traumatic diagnostic method and a unique alternative to liver biopsy. | 0–0.31 F0–F1 0.32–0.0.58 F2 0.59–1.00 F3–F4 | |
Additional non-invasive scores | BAAT score | (BMI ≥ 28 = 1 point) + (age ≥ 50 years = 1 point) + (ALT ≥ 2N (1 point)) + (triglycerides ≥ 1.7 mmol/L (1 point)). | assess risk of fibrosis in overweight patients with NAFLD, score of 0 had 100% negative predictive value for diagnosis of septal fibrosis |
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Gheorghe, L.; Nemteanu, R.; Clim, A.; Botnariu, G.E.; Costache, I.I.; Plesa, A. Risk Scores for Prediction of Major Cardiovascular Events in Non-Alcoholic Fatty Liver Disease: A No Man’s Land? Life 2023, 13, 857. https://doi.org/10.3390/life13040857
Gheorghe L, Nemteanu R, Clim A, Botnariu GE, Costache II, Plesa A. Risk Scores for Prediction of Major Cardiovascular Events in Non-Alcoholic Fatty Liver Disease: A No Man’s Land? Life. 2023; 13(4):857. https://doi.org/10.3390/life13040857
Chicago/Turabian StyleGheorghe, Liliana, Roxana Nemteanu, Andreea Clim, Gina Eosefina Botnariu, Irina Iuliana Costache, and Alina Plesa. 2023. "Risk Scores for Prediction of Major Cardiovascular Events in Non-Alcoholic Fatty Liver Disease: A No Man’s Land?" Life 13, no. 4: 857. https://doi.org/10.3390/life13040857
APA StyleGheorghe, L., Nemteanu, R., Clim, A., Botnariu, G. E., Costache, I. I., & Plesa, A. (2023). Risk Scores for Prediction of Major Cardiovascular Events in Non-Alcoholic Fatty Liver Disease: A No Man’s Land? Life, 13(4), 857. https://doi.org/10.3390/life13040857