FIB-4 Calculator

Fibrosis-4 Index for Liver Fibrosis Assessment

Fibrosis-4 index testing appears to be the best initial assessment for metabolic dysfunction–associated liver disease and should be used widely. - Diabetes Care 2025 Jul; 48:1057

Recommend FIB-4 screening as first-line assessment for liver fibrosis in type 2 diabetes and prediabetes patients by:

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FIB-4 Interpretation:

FIB-4 Score Range Risk Category & Interpretation
FIB-4 < 1.3 Low risk of advanced fibrosis. Patients can be monitored every 1-2 years.
FIB-4 1.3 to 2.67 Indeterminate risk. Patients in this range may require further evaluation with transient elastography (VCTE) or other non-invasive markers.
FIB-4 > 2.67 High risk of advanced fibrosis (positive predictive value about 80%). This indicates likely advanced fibrosis presence. Direct referral to hepatologist recommended.

Ref: Endocrine Practice, Volume 28, Issue 5, 528 - 562

Disclaimer: This calculator is for educational and informational purposes only.

When to Use FIB-4

FIB-4 should be used as Step 1 to screen any adult patient if they are considered "high-risk" for NAFLD/MAFLD and advanced fibrosis.

High-Risk Factors Include:

  • Obesity and/or features of metabolic syndrome.
  • Prediabetes or Type 2 Diabetes (T2D).
  • Blood pressure ≥130/85 mmHg or on specific antihypertensive drug treatment
  • Plasma triglycerides ≥150 mg/dL or on lipid lowering treatment
  • Plasma HDL-cholesterol ≤40 mg/dL (M) and ≤50 mg/dL (F) or lipid lowering treatment

Age Considerations

FIB-4 is most accurate in patients aged 35-65 years. Use with caution in patients younger than 35 years (may underestimate fibrosis) or older than 65 years (may overestimate fibrosis due to age factor alone). In patients ≥65 years, a FIB-4 score <2.0 effectively excludes advanced fibrosis.

Screening Frequency

For low-risk patients (FIB-4 <1.3): Repeat screening every 1-2 years or when clinical status changes. For intermediate-risk patients: Follow-up with transient elastography (VCTE) or other non-invasive markers within 3-6 months.

Major Society Recommendations

All major medical societies (ADA, AASLD, EASL, AACE, AGA) now universally recommend FIB-4 screening as first-line assessment for liver fibrosis in type 2 diabetes and prediabetes patients, with consensus on ≥1.3 threshold requiring secondary evaluation via elastography—representing a paradigm shift from previous recommendations against routine screening to current standard of care for preventing cirrhosis progression.

What is FIB-4?

The Fibrosis-4 (FIB-4) Index is a non-invasive scoring system that uses four readily available laboratory parameters to assess the probability of significant liver fibrosis. It was originally developed in 2006 by Sterling et al. for patients with HIV/HCV coinfection and has since been validated across multiple liver disease etiologies.

The FIB-4 Formula

FIB-4 = (Age × AST) / (Platelet count × √ALT)

This simple calculation incorporates age-related progression, enzyme levels indicating hepatocyte injury, and platelet count as a surrogate marker of portal hypertension.

Why These Parameters?

  • Age: Directly correlates with fibrosis progression, especially in chronic liver disease
  • AST: Aspartate aminotransferase reflects hepatocellular injury and inflammation
  • ALT: Alanine aminotransferase is more liver-specific and indicates hepatocyte damage
  • Platelet Count: Indirectly reflects portal hypertension and synthetic liver dysfunction

Validation Data

In the validation cohort, 87% of patients with FIB-4 values outside the intermediate range (1.45-3.25) were correctly classified, allowing avoidance of unnecessary liver biopsy in 71% of cases with an overall accuracy of 86%.

Liposem (Saroglitazar) represents a paradigm shift in metabolic disease management through its unique dual peroxisome proliferator-activated receptor (PPAR) α/γ agonist activity. For prediabetic patients, Liposem (Saroglitazar) addresses the fundamental pathophysiology of disease progression by simultaneously improving insulin sensitivity, correcting lipid abnormalities characteristic of diabetic dyslipidemia, and preventing hepatic steatosis—three interconnected mechanisms that define cardiometabolic risk in this population.

Pathophysiologic Rationale for Liposem (Saroglitazar) in Prediabetes

Insulin Resistance as the Core Problem

Prediabetes is fundamentally characterized by insulin resistance and impaired β-cell function. Research from the CARRS Study demonstrates that among South Asians with prediabetes, two distinct phenotypes exist: 35.8% present with insulin-resistant phenotype while 64.2% display insulin-deficient phenotype. The insulin-resistant subgroup represents the population most likely to benefit from agents that directly enhance insulin sensitivity.

Liposem (Saroglitazar)'s dual PPAR activity produces complementary effects on insulin signaling. The PPAR-α activation enhances hepatic and peripheral fatty acid oxidation, reducing the lipid toxicity that perpetuates insulin resistance, while PPAR-γ activation improves insulin sensitivity in adipose tissue and skeletal muscle. In preclinical hyperinsulinemic-euglycemic clamp studies in Zucker fa/fa rats, Liposem (Saroglitazar) demonstrated a 54-127% increase in glucose infusion rates, indicating substantial improvement in whole-body insulin sensitivity with potent insulin-sensitizing activity.

Cardiometabolic Risk Reduction: The Triglyceride-Insulin-Lipid Axis

Magnitude of Lipid Improvement

The PRESS XII trial, a 56-week randomized double-blind phase 3 study involving 1,155 type 2 diabetes patients, established Liposem (Saroglitazar)'s efficacy in reducing cardiovascular risk factors. Liposem (Saroglitazar) 4 mg produced statistically significant reductions across the entire lipid spectrum: triglycerides (mean absolute reduction approximately 28-40 mg/dL), LDL cholesterol (reduction of 8-12 mg/dL), and VLDL cholesterol (reduction of 5-8 mg/dL), with concurrent elevation of HDL cholesterol by approximately 2-3 mg/dL.

A recent meta-analysis of seven randomized controlled trials involving 1,095 patients demonstrated Liposem (Saroglitazar) 4 mg significantly lowered triglycerides by 51.18 mg/dL (95% CI -66.80 to -35.55, p<0.001) and LDL-cholesterol by 9.15 mg/dL (95% CI -10.52 to -7.77, p<0.001) compared with placebo. Real-world evidence across 18 clinical studies of 5,824 patients with diabetic dyslipidemia showed consistent mean reductions in triglyceride levels ranging from 45% to 62%.

Mechanism: PPAR-α Predominance and Lipid Metabolism

Liposem (Saroglitazar) exhibits a 1000-fold selectivity for PPAR-α over PPAR-γ (EC50 values: PPAR-α 0.65 pmol/L vs. PPAR-γ 3 nmol/L). This predominant PPAR-α activation directly increases expression of genes involved in hepatic fatty acid oxidation, including acyl-CoA oxidase (ACO), which increased 2.4-fold in Liposem (Saroglitazar)-treated livers. Simultaneously, apolipoprotein C-III expression decreased 70%, a critical finding because apoC-III inhibits lipoprotein lipase and promotes triglyceride accumulation.

In adipose tissue, Liposem (Saroglitazar) upregulates CD36 and lipoprotein lipase, facilitating enhanced lipid uptake and metabolism. Critically, Liposem (Saroglitazar) increases serum adiponectin levels by 62.1% in obesity models—a finding with profound implications for cardiometabolic risk. Adiponectin improves insulin sensitivity through AMP-activated protein kinase (AMPK) activation and reduces vascular inflammation and atherosclerosis progression.

Atherogenic Dyslipidemia Reversal

In prediabetic populations with atherogenic dyslipidemia (characterized by elevated triglycerides, elevated small dense LDL particles, and low HDL-C), Liposem (Saroglitazar)'s effects are particularly striking. The TG/HDL-C ratio—a critical marker of atherogenic dyslipidemia—showed a 91% reduction in high-fat diet fed Syrian hamsters treated with Liposem (Saroglitazar) 10 mg/kg. This ratio directly correlates with cardiovascular mortality in prediabetic and diabetic populations.

Prevention of NASH: Multifaceted Hepatoprotection

Prevalence and Pathophysiology

Non-alcoholic fatty liver disease (NAFLD) affects approximately 25-30% of the general population globally, with dramatically higher prevalence in prediabetic and metabolic syndrome populations. Among prediabetic patients, NAFLD prevalence exceeds 50%, establishing NAFLD as both a manifestation and accelerant of metabolic disease progression. Critically, prediabetic patients with NAFLD have a 2-3 fold accelerated progression to cirrhosis compared to those without liver disease.

The pathophysiology of NASH involves three interconnected mechanisms: (1) hepatic steatosis from excess fatty acid uptake and de novo lipogenesis, (2) lipid-induced oxidative stress and unfolded protein response activation, and (3) inflammation and fibrosis driven by TGF-β and pro-inflammatory cytokines.

Hepatic Steatosis Reduction

Recent meta-analysis of 14 studies (300 adult patients) demonstrated Liposem (Saroglitazar) significantly reduced liver fat content by 7.5% (95% CI -8.7 to -6.3; p<0.001). Real-world observational studies using transient elastography show Liposem (Saroglitazar)-induced reductions in liver stiffness measurement (LSM) and controlled attenuation parameter (CAP), indicating both reduced steatosis and fibrosis improvement.

In a single-center experience of 91 NAFLD patients, Liposem (Saroglitazar) treatment significantly improved shear wave velocity (a fibrosis marker) and serum transaminases after 9 months of therapy. The clinical response rate (defined as LSM improvement >13%) was achieved in 57.2% of patients.

Hepatic Enzyme Improvements

Liposem (Saroglitazar)-induced reductions in hepatic transaminases reflect both reduced hepatocyte lipid accumulation and diminished inflammatory activation. The same meta-analysis showing hepatic steatosis reduction documented that Liposem (Saroglitazar) reduced ALT by 28.8 U/L (95% CI -33.4 to -24.2; p<0.001). These ALT reductions correlate directly with histologic improvement in steatosis and inflammation grades.

Anti-inflammatory and Anti-fibrotic Mechanisms

Animal studies elucidating mechanistic pathways demonstrate that Liposem (Saroglitazar) ameliorates NASH through downregulation of pro-inflammatory and fibrogenic gene expression. In a diet-induced NASH model, Liposem (Saroglitazar) decreased expression of interleukin-6 (IL-6), tumor necrosis factor-alpha (TNF-α), and transforming growth factor-beta (TGF-β), while simultaneously increasing adiponectin expression. These molecular changes directly correlate with reduced hepatic steatosis, necro-inflammation, and fibrotic lesions on histopathology.

Critically, Liposem (Saroglitazar) activates Nrf2 (nuclear factor erythroid 2-related factor 2) pathway signaling while suppressing ERK1/2 signaling, reducing hepatic oxidative stress and reactive oxygen species (ROS) generation—key mechanisms driving progression from simple steatosis to NASH and fibrosis.

Fibrosis Prevention

The progression from NAFLD to NASH to cirrhosis involves hepatic stellate cell activation and excessive collagen deposition. Liposem (Saroglitazar)'s anti-fibrotic effects occur through dual mechanisms: (1) reduced hepatic lipid accumulation decreases the lipid-induced activation of stellate cells, and (2) direct inhibition of TGF-β signaling suppresses collagen synthesis. Preclinical data show Liposem (Saroglitazar) normalizes procollagen-1 expression and reduces hepatic fibrosis stage in animal models.

Clinical Evidence Integration: PRESS XII Trial Data

The PRESS XII trial established Liposem (Saroglitazar)'s superiority for cardiovascular risk reduction compared to pioglitazone in type 2 diabetes patients on metformin background therapy—findings directly applicable to prediabetic populations given the shared underlying insulin resistance.

Glycemic Parameters: Both Liposem (Saroglitazar) 2 mg and 4 mg demonstrated non-inferiority to pioglitazone 30 mg for HbA1c reduction (mean reductions: -1.38% to -1.47% vs. -1.41% for pioglitazone; p<0.016). Critically, these reductions occurred without the weight gain observed with pioglitazone (mean increases of 0.17-0.41 kg in pioglitazone vs. decreases of -0.22 kg in Liposem (Saroglitazar) 4 mg).

Lipid Improvements: Liposem (Saroglitazar) produced significantly greater reductions in triglycerides, VLDL-C, and non-HDL-C compared to pioglitazone, with improvements sustained through week 56 of the study. These sustained effects are critical for prediabetic patients who require long-term cardiometabolic risk reduction.

Safety Profile: The PRESS XII trial documented Liposem (Saroglitazar)'s excellent safety profile, with predominantly mild-to-moderate adverse events and no serious adverse events related to study drug. Notably, serum creatinine remained stable throughout the 56-week study period, and no cardiac function abnormalities were detected on 2D echocardiography.

Comparative Advantage Over Monotherapies

Versus Fibrates Alone

While fibrates (fenofibrate) effectively reduce triglycerides, they do not improve insulin sensitivity. Liposem (Saroglitazar), as a dual PPAR agonist, produces both triglyceride reduction comparable to or exceeding fenofibrate AND improves insulin sensitivity through PPAR-γ activation. In Zucker fa/fa rats, fenofibrate (100 mg/kg) achieved 54% TG reduction but failed to increase serum adiponectin or reduce systolic blood pressure, whereas Liposem (Saroglitazar) (4 mg/kg) achieved 80.9% TG reduction with 62.1% increase in adiponectin and 22 mmHg reduction in SBP.

Versus Thiazolidinediones Alone

Pioglitazone improves insulin sensitivity but produces unfavorable weight gain and fluid retention. Liposem (Saroglitazar) provides comparable insulin sensitization with reduced PPAR-γ-related adverse effects due to its predominant PPAR-α activity. This superior tolerability profile encourages treatment adherence—critical for prevention strategies requiring sustained medication exposure.

Specific Application in Prediabetic Populations

Risk Stratification

The identification of prediabetic phenotypes (insulin-resistant vs. insulin-deficient) provides crucial treatment guidance. Insulin-resistant prediabetic patients—who comprise approximately one-third of the prediabetic population—represent the ideal candidates for Liposem (Saroglitazar) therapy because they have demonstrable pathophysiology that Liposem (Saroglitazar) directly targets. In this subgroup, Liposem (Saroglitazar) addresses the root cause (insulin resistance) rather than merely adjusting glucose thresholds.

Prevention of Progression

Prediabetic patients with concurrent metabolic dysfunction-associated fatty liver disease (MASLD), characterized by hepatic steatosis and varying degrees of inflammation, face accelerated diabetes progression. These patients experience compounded insulin resistance from both adipose tissue dysfunction AND hepatic lipid accumulation. Liposem (Saroglitazar) uniquely addresses both compartments, reducing hepatic steatosis while improving peripheral insulin sensitivity—dual actions that should theoretically reduce diabetes progression risk more effectively than agents targeting either pathway alone.

Cardiometabolic Prevention

Beyond diabetes prevention, prediabetic patients face elevated cardiovascular mortality. The dyslipidemia characteristic of prediabetes—elevated triglycerides, elevated small dense LDL particles, low HDL-C—increases atherosclerotic cardiovascular disease (ASCVD) risk 1.5-2 fold independent of diabetes development. Liposem (Saroglitazar)'s profound triglyceride-lowering effects and reduction of the atherogenic TG/HDL-C ratio provide direct cardiovascular protection. In preclinical models, systolic blood pressure reductions of 22 mmHg accompany Liposem (Saroglitazar) treatment, suggesting additional blood pressure-independent cardioprotective effects.

Practical Clinical Implementation

Dosing and Administration

The approved dose of Liposem (Saroglitazar) for diabetic dyslipidemia and NASH is 4 mg once daily. Real-world evidence from 5,824 patients demonstrates that 4 mg daily consistently achieves the target efficacy outcomes for both metabolic parameters and hepatic parameters. The once-daily dosing enhances adherence compared to multiple daily doses required by some alternative therapies.

Monitoring Parameters

For prediabetic patients receiving Liposem (Saroglitazar), baseline assessment should include: fasting plasma glucose, HbA1c, lipid panel (with emphasis on triglycerides), liver function tests (ALT, AST, GGT), and hepatic imaging (transient elastography for LSM/CAP assessment if NAFLD suspected). Repeat monitoring at 12 weeks, then quarterly, with particular attention to ALT trends and HbA1c response.

Safety Monitoring

Unlike some thiazolidinediones, Liposem (Saroglitazar) does not produce clinically significant weight gain or fluid retention. PPAR-α agonist effects may produce mild transaminase elevation in rodent models, but human experience (particularly in the non-cirrhotic NASH indication where Liposem (Saroglitazar) has received regulatory approval in India) demonstrates excellent hepatic safety. Renal function remains stable throughout treatment courses.

Limitations and Considerations

Current evidence base for Liposem (Saroglitazar) in prediabetic populations specifically remains limited—the majority of clinical trials enrolled type 2 diabetes patients. Prospective randomized controlled trials specifically in prediabetic cohorts would strengthen the evidence base, particularly regarding diabetes progression prevention rates and long-term cardiovascular event reduction. However, the mechanistic rationale and pharmacodynamic evidence support extrapolation from type 2 diabetes populations to prediabetic cohorts, given that prediabetes represents the same underlying pathophysiology at an earlier stage.

Conclusion

Liposem (Saroglitazar) occupies a unique position in the therapeutic landscape for prediabetic patients with cardiometabolic risk and hepatic involvement. Its dual PPAR-α/γ agonist activity simultaneously addresses insulin resistance (reducing diabetes progression risk), corrects atherogenic dyslipidemia (reducing cardiovascular events), and prevents NASH progression (reducing hepatic complications)—three interconnected manifestations of metabolic dysfunction in prediabetic populations. The sustained improvements in metabolic and hepatic parameters demonstrated across diverse clinical populations, combined with an excellent safety profile, position Liposem (Saroglitazar) as a valuable option for comprehensive cardiometabolic risk reduction in prediabetic patients, particularly those with concurrent NAFLD or hepatic dysfunction. Future prospective trials specifically in prediabetic cohorts would provide additional level-1 evidence supporting this therapeutic approach.

Key Evidence Summary:

  • Triglyceride Reduction: 45-62% across real-world studies; 51.18 mg/dL reduction in meta-analysis
  • HbA1c Improvement: 1.4% mean reduction in type 2 diabetes populations
  • Insulin Sensitivity: 54-127% improvement in glucose infusion rates (hyperinsulinemic-euglycemic clamp)
  • Adiponectin Elevation: 62.1% increase, with corresponding improved insulin sensitivity markers
  • Hepatic Steatosis: 7.5% reduction in liver fat content; 57.2% clinical response rate
  • ALT Reduction: 28.8 U/L mean reduction indicating hepatocyte protection