Liver Fibrosis: FIB-4 and Elastography

Comprehensive analysis using blood counts, biochemistry and the stiffness parameters · v1.1

  • Enter the blood count and the liver panel you already have, and the elastography report if one exists.
  • Stage one is arithmetic: FIB-4, APRI and the AST to ALT ratio, banded against the cut-off that applies to this patient's age and to the cause of the disease.
  • Stage two reads the elastography: the stiffness, the attenuation parameter and the spleen stiffness, first against the cut-offs for that cause and then against Baveno VII, which is cause-neutral and asks something different.
  • Where the two stages disagree, the tool says what follows. That is the commonest reason a patient is referred, and it is what a single-score calculator cannot do.
  • The order is the one the national programme and every current guideline use.

  • Anyone under 18, and pregnancy.
  • Acute liver failure, and the patient who is already decompensated with ascites, encephalopathy, jaundice or a variceal bleed. FIB-4 and elastography are tests for the compensated patient, and the staging of decompensated disease belongs to the hepatic staging pathway in this catalogue.
  • Autoimmune hepatitis, primary biliary cholangitis, primary sclerosing cholangitis, and drug-induced liver injury including antitubercular injury, which carry their own stiffness cut-offs.
  • The choice of drug treatment for steatohepatitis, and the surveillance interval for hepatocellular carcinoma.
  • Any other score, and any number derived from an ultrasound report: the NAFLD Fibrosis Score, the ELF test, the FAST score, the AGILE scores, MRI-PDFF and magnetic resonance elastography. Where a guideline routes through one of those the tool names it, and no source read for this module gives a numeric ultrasound threshold for fibrosis.

1. The Setting

The national workflow answers differently at each level, and the criteria for moving the patient up are part of the answer. The plan is written for the level selected here.
India's operational guideline places elastography at district hospital level. Override this: a district hospital with no working machine is a community health centre for this purpose, and a private centre next door may put one within reach of a primary health centre.

2. The Patient

Age is in the numerator of FIB-4, so the cut-off itself moves with it.
Used for the waist circumference cut-off and for the alcohol thresholds that separate the three steatotic liver diseases.
This is the single most important field on the form. The stiffness cut-offs are not the same in two of these, and in one of them the untreated cut-offs must not be used at all.

3. The Blood Tests

APRI is a ratio to the local upper limit and cannot be computed without it. 40 U/L is the common Indian laboratory value and is filled in for you; change it to whatever your report prints.
Used to decide whether a stiffness reading can be trusted at all. EASL requires transaminases below five times normal for correct interpretation and says the scan should not be used above ten times normal.
Indian reports print both. A count of 1.86 lakh and a count of 186 thousand are the same platelet count, and entering one as the other moves FIB-4 by a factor of a hundred.

4. Metabolic Measurements optional, and each one changes an answer

Body mass index decides the probe, changes how the attenuation parameter is read, and is one of the two places Baveno VII stops applying.
Worth measuring even when the body mass index is normal. In 170 Indian patients with lean fatty liver, the 57 per cent who had central obesity carried almost all of the advanced fibrosis.
One 30 mL peg of 42 per cent spirit is about 10 g. A 650 mL bottle of 5 per cent beer is about 26 g. A 180 mL quarter of spirit is about 60 g.

5. The Elastography Report

Answer no and the tool gives the stage one answer alone, which is a complete answer for a large share of patients.
Every number this tool uses, and the document it came from. The tables below are the working reference. They exist because the numbers do not agree, and because a threshold with no traceable origin should not be trusted. Where two current documents give different answers for the same patient, both are printed here and in the result, and neither is resolved.

1. FIB-4

FIB-4 = age in years × AST in U/L, divided by the platelet count in ×10⁹/L multiplied by the square root of ALT in U/L. Sterling and colleagues derived it in 2006, in 832 patients co-infected with HIV and hepatitis C, to separate Ishak stage 4 to 6 from stage 0 to 3. Every other use of it since has been a borrowing.

SourcePopulationRules outMiddleRules in
Sterling 2006, the originalHIV and hepatitis C co-infection<1.45, NPV 90 per cent1.45 to 3.25>3.25, PPV 65 per cent, specificity 97 per cent
Shah 2009541 adults with fatty liver disease≤1.30, NPV 90 per cent1.30 to 2.67≥2.67, PPV 80 per cent
McPherson 2017, age 65 and over76 patients aged 65 and over, of 634<2.0, sensitivity 77 per cent2.0 to 2.67>2.67
AASLD 2023 and AGA 2021MASLD, adopting Shah and McPherson<1.3, or <2.0 above age 651.3 to 2.67>2.67, refer
EASL, EASD and EASO 2024MASLD<1.3, reassess in 1 to 3 years1.3 to 2.67>2.67, hepatology referral
India, NAFLD operational guideline v2.0, September 2024The national NCD programme<1.30, manage at the primary health centre1.30 to 2.67, refer to the district hospital>2.67, refer to the district hospital
INASL 2022Indian fatty liver disease<1.31.3 to 2.67>2.67
INASL 2022, the Indian-data caveat in its textIndian patients, for significant fibrosisFIB-4 <1, with APRI <0.45not statednot stated
India, NVHCP hepatitis B technical guideline 2019Chronic hepatitis Bnot stated>1.45 indicates significant fibrosis≥3.25 indicates cirrhosis
Baveno VII 2022, as a corroborating testAny aetiology, alongside a stiffness of 10 kPa or morenot used this waynot used this way≥2.67 supports the stiffness reading
Where FIB-4 should not be read at face value. Below 35 the score performs poorly. McPherson found an area under the curve of 0.60 in 74 patients aged 35 or under, and AASLD 2023 says plainly that it has low accuracy there and should not be used in an acutely ill patient at all. Above 65, age alone drives the numerator: specificity fell to 35 per cent in that study, which is why the rule-out threshold rises to 2.0. And EASL 2024 records that up to half of the people who go on to have a liver event have a persistently low FIB-4. A low score is a reason not to investigate today, not a discharge.

2. APRI, and the AST to ALT ratio

APRI = AST divided by the laboratory's own upper limit of normal for AST, divided again by the platelet count in ×10⁹/L, and multiplied by 100. Wai derived it in 2003 in 270 patients with chronic hepatitis C. It matters in India because it needs only two numbers, and because the one Indian study to compare the two head to head against liver biopsy found it clearly better than FIB-4.

SourceQuestionRules outRules in
Wai 2003, the originalSignificant fibrosis, Ishak 3 or more, in hepatitis C≤0.5>1.5
Wai 2003Cirrhosis in hepatitis C≤1.0>2.0
INASL 2022Fibrosis in Indian fatty liver disease<0.5>2.0, grey zone 0.5 to 2.0
India, NVHCP viral hepatitis guideline 2018Significant fibrosis, then cirrhosisnot stated>1.5 significant fibrosis, >2.0 cirrhosis
India, NVHCP hepatitis B guideline 2019Significant fibrosis, then cirrhosisnot stated>1.5 significant fibrosis, ≥2.0 cirrhosis
Indian diabetologists' consensus 2025Fibrosis in MASLD<0.5>1.5, grey zone 0.5 to 1.5

The AST to ALT ratio needs no threshold table because it has no agreed one. In fatty liver disease the ratio is usually below 1 until fibrosis is advanced, and a ratio that has climbed above 1 in a patient whose transaminases were previously ALT-dominant is a change worth noticing. A ratio at or above 2, particularly with a raised gamma-glutamyl transferase, points to alcohol. McPherson found the ratio less accurate than FIB-4 in every age group he tested, so it is printed here as context and never as a verdict.

3. Liver stiffness, by cause

Cause and sourceRules outMiddleRules in
MASLD: AASLD 2023, AGA 2021, EASL 2021 and 2024<8 kPa, advanced fibrosis unlikely8 to 12 kPa>12 kPa, advanced fibrosis likely
MASLD: India, NAFLD operational guideline v2.0, 20247.9 kPa or belowno middle band is given>7.9 kPa is significant fibrosis, F2 to F4, refer to a hepatologist
MASLD: INASL 2022<6.0 kPa, significant fibrosis unlikely6.0 to 8.2 kPa≥8.2 kPa is F2 or more, ≥9.7 kPa is F3 or more, ≥13.6 kPa is cirrhosis
Alcohol-related: EASL 2021<8 kPa, advanced fibrosis ruled out8 to 12 kPa≥12 to 15 kPa, after excluding false positives
Hepatitis B with a normal ALT: EASL 2015 and 2017<6 kPa6 to 9 kPa, the grey area>9 kPa, severe fibrosis or cirrhosis
Hepatitis B with ALT raised but below 5 times normal<6 kPa6 to 12 kPa, the grey area>12 kPa, severe fibrosis or cirrhosis
Hepatitis B: India, NVHCP 2019not statednot stated≥8.0 kPa significant fibrosis, ≥12.5 kPa cirrhosis
Hepatitis C, untreated: EASL 2018not stated as a rule-outnot stated10 kPa for F3, 13 kPa for cirrhosis
Viral hepatitis: India, NVHCP 2018not statednot stated>8 kPa significant fibrosis, >11 kPa cirrhosis
Hepatitis C after cure: EASL 2021EASL gives no cut-off and issues the opposite instruction: the cut-offs used before treatment must not be used to stage fibrosis after a sustained virological response. Baveno VII gives one usable rule instead, below.

4. Baveno VII, which answers a different question

The cut-offs above try to name a fibrosis stage. Baveno VII, 2022, does not: it asks whether the liver is already behaving like an advanced one, and whether the portal pressure has risen. That question is answered the same way whatever caused the disease, which is why these numbers appear in every branch of this tool. The two exceptions are marked.

StatementThresholdApplies to
Compensated advanced chronic liver disease is ruled out<10 kPa, with no other clinical or imaging signAny cause. A 3-year risk of decompensation or liver-related death of 1 per cent or less
Suggestive of that disease10 to 15 kPaAny cause
Highly suggestive of it>15 kPaAny cause
The rule of 510, 15, 20 and 25 kPaAny cause. Each mark is a step up in the risk of decompensation and death
A reading of 10 kPa or more must be confirmedRepeat fasting, or corroborate with FIB-4 ≥2.67 or an ELF test ≥9.8Any cause. Transient elastography gives false positives
Clinically significant portal hypertension is ruled outStiffness ≤15 kPa and platelets ≥150 ×10⁹/LAny cause. Sensitivity and negative predictive value both above 90 per cent
It is ruled in≥25 kPaOnly viral or alcohol-related disease, and steatohepatitis in a patient whose body mass index is under 30
The ANTICIPATE model, risk 60 per cent or more20 to 25 kPa with platelets <150, or 15 to 20 kPa with platelets <110 ×10⁹/LThe same three groups, when stiffness is under 25 kPa
Screening endoscopy for varices is neededStiffness ≥20 kPa or platelets ≤150 ×10⁹/LCompensated cirrhosis, in a patient who cannot take a non-selective beta-blocker. Otherwise repeat both yearly
A meaningful improvementA fall of 20 per cent or more that ends below 20 kPa, or any fall below 10 kPaAny cause
Spleen stiffness<21 kPa rules portal hypertension out, >50 kPa rules it inOnly viral hepatitis: untreated hepatitis C, and hepatitis B treated or untreated
Spleen stiffness, to avoid an endoscopy≤40 kPaA patient who cannot take a beta-blocker and would otherwise need screening
Discharge from portal hypertension surveillance after hepatitis C is curedStiffness <12 kPa and platelets >150 ×10⁹/L, with no co-factorCured hepatitis C. Surveillance for liver cancer continues regardless

5. The controlled attenuation parameter

This is the steatosis measurement, not a fibrosis measurement, and its thresholds are the least settled numbers in this tool. EASL 2021 says so in as many words: there are no consensual cut-offs, and the one figure it will endorse is 275 dB/m as a sensitive marker that some steatosis is present. Everything else below is a study finding.

Source and probeS1, any steatosisS2, a third or moreS3, two thirds or more
Karlas 2017, individual patient data, M probe248 dB/m268 dB/m280 dB/m
India, NAFLD operational guideline v2.0, 2024248 to 268 dB/m268 to 280 dB/mabove 280 dB/m
EASL 2021, the only endorsed figureabove 275 dB/m, over 90 per cent sensitivityno figure givenno figure given
Shalimar 2020, Indian, body mass index under 25275 dB/m319 dB/m337 dB/m
Shalimar 2020, Indian, obese285 dB/m340 dB/m355 dB/m
Kuchay 2021, Indian, against MRI-PDFF262 dB/m for 5 per cent fat295 dB/m for 10 per cent fatnot derived
EASL 2021, XL probe263 dB/m at high sensitivity, 294 dB/m at the best trade-offnot derivednot derived

6. What the sources do not say

  • No document read for this tool gives a rule for what to do when FIB-4 and the stiffness disagree. AASLD 2023 and the AGA expert review of 2023 both say the same thing, which is refer the patient and consider a biopsy. Neither says which test to believe. Neither distinguishes a low score with a high stiffness from a high score with a normal one. This tool prints the mechanisms behind each direction, and resolves it no further than they do.
  • EASL 2021 gives no threshold for significant fibrosis, F2, in any cause. F2 is not a target condition in that document. INASL and the Indian national programme both make F2 the entry point instead, which is why their numbers are lower.
  • There is no Indian transient elastography study with its own biopsy-derived kilopascal cut-offs. INASL 2022 says the Indian data are scant and that what exists suggests the Western cut-offs hold. The Indian elastography validation literature that does exist is for the attenuation parameter and for composite scores, not for stiffness alone.
  • There is no ICMR Standard Treatment Workflow on fatty liver disease, cirrhosis or fibrosis staging. The single liver workflow in that series is on acute and acute-on-chronic liver failure, July 2020, and it contains no fibrosis score and no elastography.
  • No published count exists of how many working elastography machines there are in Indian district hospitals. The national guideline places the test at that level; whether the machine is there is not a documented fact.
  • A newer AGA care pathway exists and its numbers could not be verified. Kanwal and colleagues published a replacement pathway in Gastroenterology in March 2026. Reports of it describe the removal of the indeterminate bands for both FIB-4 and stiffness, and an ELF cut-off of 9.2. The full text is behind a paywall and was not read, so none of its numbers are used in this tool, and the 2021 pathway is what is implemented.
The examination itself. Guidelines quote kilopascals as though the number arrives clean. It does not. A resident needs three things from a report before it can be used: whether it can be read at all, what its three numbers mean, and what to do when there is no machine. This tab is those three.

7. What the machine measures

A probe on the skin over the right lobe delivers a low-frequency mechanical pulse, a 50 Hz thump, into the liver. That thump travels as a shear wave, and the same probe tracks it by ultrasound. Stiff tissue carries a shear wave faster. The machine converts the velocity to a Young modulus in kilopascals. It samples a cylinder roughly 1 cm across and 4 cm long, about a hundred times the volume of a biopsy core, which is the technique's real advantage over histology and the reason it is not defeated by sampling error the way a needle is.

What it does not measure is fibrosis. It measures stiffness, and fibrosis is only one of the things that make a liver stiff. Oedema, inflammation, cholestasis and venous congestion all stiffen a liver within days, and they resolve in days too. That single fact is the origin of every caution in this tab.

8. Reading the report

What is printedWhat it meansWhat to check
Median, in kPaThe liver stiffness. This is the only number the guidelines bandTake the median, never the range and never the stage the machine prints beside it
IQR/med, as a percentageHow much the ten measurements disagreed with each otherAbove 30 per cent the reading is unreliable. Below 10 per cent it is at its most accurate
Valid measurements, or success rateHow many of the shots the machine acceptedAt least 10 valid, and a success rate above 60 per cent. If nothing is obtained after ten shots the examination has failed
CAP, in dB/mControlled attenuation parameter, the ultrasound signal lost to fat. A steatosis measure, nothing to do with fibrosisRead it against the body mass index, not against a single number
Probe: M or XLM samples 25 to 65 mm below the skin, XL from 35 to 75 mmIf the report does not say, and the patient is obese, ask. It changes the reading
A fibrosis stage, F0 to F4The manufacturer's own bandingIgnore it. It is not the banding any guideline uses, and it is not the banding in this tool

9. Which probe, and what it does to the number

The M probe is the default. The XL probe is used when the skin to liver capsule distance is more than 25 mm, which in practice means a body mass index above 30. Getting this wrong in either direction matters. With the M probe in patients above a body mass index of 28, measurement failed in 16 per cent of cases against 1.1 per cent with the XL probe, and a quarter of XL readings were still unreliable against half of M readings.

Two current statements about the XL probe do not agree, and neither has been withdrawn. EASL and ALEH in 2015 reported that XL probe values run lower than M probe values by a median of 1.4 kPa, which would mean the same liver reads softer on the bigger probe. EASL in 2021 cites a study suggesting the same cut-offs be used for the M probe in the non-obese and the XL probe in the obese, which would mean no adjustment at all. Around a threshold of 8 kPa a difference of 1.4 kPa decides the answer. Nothing in this tool adjusts the number for the probe, and where the probe and the body mass index do not match, the tool says so instead of correcting silently.

10. Everything that raises stiffness without fibrosis

CauseThe threshold or interval, where a source gives oneWhat to do
A recent mealFast at least 3 hours, EASL 2021 main text. The same document's supplementary material still says 2 hours, and both are in printRepeat fasting. This is the single easiest scan to redo
Transaminase elevation of any causeInterpretation requires transaminases below 5 times normal; above 10 times normal the scan should not be usedTreat the cause, wait, repeat
A hepatitis B flareStiffness can stay misleadingly high for 3 to 6 months after the ALT has returned to normalWait the full interval. A scan at 6 weeks is not a scan
Alcoholic steatohepatitis, or recent drinkingAST or GGT above twice normal, EASL 2021. AST above 100 U/L, EASL 2018. The two documents use different quantitiesRepeat after at least a week of abstinence. Published falls are 16 per cent at 5 days, 22 per cent at 1 week, 25 per cent at 4 weeks
Extrahepatic cholestasisNo numeric threshold is publishedRelieve the obstruction first. A stiffness measured through a blocked duct measures the block
Right heart failure, or any congestive liverNo numeric threshold is publishedDecongest first. This is the confounder most often missed on a medical ward
Obesity and the metabolic syndromeNamed by EASL 2021 as a source of false positives specifically against the 10 kPa markConfirm with a second test rather than acting on a single borderline reading
Exercise immediately before the scanNo numeric threshold is publishedRest the patient

Steatosis itself is the one that is genuinely unresolved. Some studies find that fat raises the stiffness reading and others do not, and EASL says so rather than choosing. Take it as a reason to distrust a borderline number in a very fatty liver, not as a correction to apply.

11. Spleen stiffness

The spleen enlarges and stiffens as portal pressure rises, so its stiffness tracks portal hypertension more directly than the liver's does. Baveno VII allows it, and hedges it heavily. It is validated for ruling portal hypertension in and out only in viral hepatitis, at under 21 kPa and over 50 kPa; the consensus states in the same sentence that validation of the best cut-off with the dedicated 100 Hz probe is still needed. A separate and lower mark, 40 kPa or below, is used for a narrower purpose: identifying the patient who can be spared a screening endoscopy. Most Indian machines do not carry the spleen module, so for most reports this measurement will simply be absent, which is not a deficiency in the scan.

12. When there is no machine

This is the ordinary situation in most of Indian practice, and the guidelines answer it directly. AASLD 2023 says a serum test may be used as the second-step assessment where elastography is not available. The AGA pathway says the same. INASL routes the patient to a tertiary centre for the scan and, in the meantime, treats a high or intermediate blood score as the trigger to refer. The Indian national programme places the scan at district hospital level and expects the community health centre to work with FIB-4 and the NAFLD Fibrosis Score alone.

What the absence of a machine does not license. It does not license treating a borderline FIB-4 as a normal one, and it does not license an ultrasound report as a substitute. Ultrasound does not begin to detect steatosis until about a third of hepatocytes are laden, against the 5 per cent that defines it histologically, and no source read for this tool gives an ultrasound threshold for fibrosis at all. The honest second step where there is no elastography is a second blood-based test, a documented plan to reassess, and a referral that is actually made.

1. Derivation of FIB-4, and the Change in Nomenclature

The thresholds were derived in two specific populations. Accuracy declines as a patient's characteristics diverge from those populations.

  • Sterling 2006: derived in 832 patients co-infected with HIV and hepatitis C, when the alternative was a liver biopsy.
  • Shah 2009: the first use in fatty liver disease, best of eight scores in 541 patients, in a paper that also called for better markers.
  • The 2023 multisociety Delphi replaced non-alcoholic fatty liver disease with metabolic dysfunction-associated steatotic liver disease: at least one of five cardiometabolic criteria, and MetALD for the intermediate drinker.
  • INASL adopted it in 2025 and kept the same work-up, risk stratification and management. Over 98 per cent of the 7,721 patients in the Indian consortium cohort met the new criteria, and FIB-4 and stiffness performed the same under both definitions. Not one threshold in this tool moved.

2. The Effect of Age on the FIB-4 Result

Age enters the numerator of the score, so identical laboratory values return different results at different ages.

AST 45 U/L, ALT 40 U/L, platelets 180 ×10⁹/L.
At 40 years old, FIB-4 is 1.58: intermediate, and the guideline sends this patient for a scan.
At 70 years old, FIB-4 is 2.77: above 2.67, and on the standard reading this patient goes to a hepatologist.
The laboratory values are identical; only the age term differs. McPherson raised the rule-out threshold to 2.0 above 65 for this reason: at the standard cut-off, specificity in that age group fell to 35 per cent, so two of every three positive results were false.

3. Non-Hepatic Causes of a Low Platelet Count in India

The platelet count sits in the denominator of both FIB-4 and APRI, so any cause of thrombocytopenia raises both scores. Neither score can distinguish thrombocytopenia due to portal hypertension from thrombocytopenia due to an acute infection.

CauseThe Indian figure, where one existsEffect on FIB-4
Population baseline25.3 per cent of 510 healthy adults sampled in four upper Assam districts had a platelet count below 130 ×10⁹/LRaises it in a quarter of a healthy population, before any liver disease
Dengue289,235 cases nationally in 2023; 121,824 in 2025Transient, sometimes profound. A convalescent count is not interpretable
MalariaPlatelets below 150 ×10⁹/L in 65.4 per cent of 676 admitted children in one Bikaner seriesTransient, and more marked in vivax than in falciparum in that series
Non-cirrhotic portal fibrosis, extrahepatic portal vein obstructionNo national prevalence figure was foundPersistent, and easily mistaken for cirrhotic hypersplenism

No Indian guidance document read for this tool names any of this as a limitation of FIB-4, and no Indian study has quantified its effect. The blood count should be taken after the patient has recovered.

4. Performance and Limitations of Two-Step Testing

The design assumes a population in which advanced fibrosis is uncommon, and both steps are calibrated to that prevalence. Applied in a hepatology clinic, where a third of patients have advanced disease, the predictive values change although no threshold does. The resulting asymmetry is reported in the derivation papers:

  • FIB-4 below 1.30 in fatty liver disease: negative predictive value 90 per cent, which is a reliable rule-out.
  • FIB-4 at or above 2.67: positive predictive value 80 per cent in Shah's derivation, and 60 to 80 per cent across the studies the AGA pathway reviewed.
  • Stiffness above 12 kPa in MASLD: AASLD 2023 records the positive predictive value as ranging from 0.34 to 0.71.

A high FIB-4 is an indication for further assessment. It is not, by itself, a diagnosis of advanced fibrosis.

5. Comparison of APRI and FIB-4 in Indian Patients

Kolhe and colleagues biopsied 100 consecutive patients with fatty liver disease from an urban slum population in Mumbai in 2019, 27 of whom had significant fibrosis.

  • For ruling out significant fibrosis, the area under the curve was 0.95 for APRI and 0.78 for FIB-4.
  • INASL's text says Indian data support ruling out significant fibrosis at APRI below 0.45 or FIB-4 below 1. Its recommendation statements then use the international 1.3.
  • APRI is therefore computed alongside FIB-4 in every result rather than offered as an option.

6. Lean Fatty Liver Disease and Central Obesity

Roughly 17 per cent of Indian patients with fatty liver disease are lean, pooled across 17 Indian studies, and lean fatty liver has a community prevalence of about 6.5 per cent.
In 170 lean Indian patients, 56.5 per cent nonetheless had central obesity by waist circumference. The correlation between body mass index and waist was poor, at r = 0.24.
Within that lean group, those with central obesity had advanced fibrosis on FIB-4 in 19.8 per cent against 8.1 per cent, and on stiffness in 9.5 per cent against none at all. The adjusted odds ratio was 3.11.
In a 1,040-patient cohort, FIB-4, stiffness, CAP and the FAST score were all statistically indistinguishable between lean and non-lean patients, and the biopsies showed no difference in steatohepatitis or fibrosis either.

The implication is that waist circumference should be measured routinely, not that a different threshold should be used. No Indian study has derived a separate FIB-4 or stiffness cut-off for lean patients, and INASL applies the same ones.

7. Divergence Among the Indian Elastography Thresholds

DocumentThresholdWhat it is a threshold for
NAFLD operational guideline under the NCD programme, v2.0, September 2024>7.9 kPaSignificant fibrosis, F2 to F4, in fatty liver disease
INASL guidance paper, 2022≥8.2 kPa, and ≥13.6 kPaF2 or more, and cirrhosis, in fatty liver disease
NVHCP hepatitis B technical guideline, 2019≥8.0 kPa, and ≥12.5 kPaSignificant fibrosis, and cirrhosis, in hepatitis B

A stiffness of 8.0 kPa meets the threshold for significant fibrosis under the national programme, and under the hepatitis B guideline where that is the diagnosis, but not under INASL. The differences are small and each is defensible within its own document. A threshold taken from one document should not be applied to a disease addressed by another.

8. Scope and Restrictions of the Baveno VII Criteria

It defines compensated advanced chronic liver disease as a stiffness band, "irrespective of histological stage or the ability of stiffness to identify these stages". The question addressed is the risk of decompensation, not the histological stage.

  • Its numbers are therefore the same in every disease. The two places it becomes disease-specific are marked heavily: ruling portal hypertension in at 25 kPa, and spleen stiffness. Both are validated only in viral and alcohol-related disease, and in steatohepatitis only when the body mass index is below 30.
  • The rule of 5, 10, 15, 20, 25, is a risk ladder and not a set of diagnoses. Each mark is a step up in the risk of decompensation and liver-related death, whatever caused the disease.
  • Below 10 kPa the three-year risk of either is 1 per cent or less, a figure that is useful when counselling an anxious patient.
Worked example. A 58-year-old man with type 2 diabetes has a stiffness of 22 kPa and a platelet count of 130 ×10⁹/L. His body mass index is 33. Does he have clinically significant portal hypertension?

Baveno VII does not permit an answer. Both the 25 kPa rule-in and the ANTICIPATE model, which would otherwise put 20 to 25 kPa with platelets under 150 at a risk of 60 per cent or more, are restricted to viral disease, alcohol-related disease, and steatohepatitis below a body mass index of 30. At 33 he is outside all three. Three statements remain valid: above 20 kPa with platelets below 150 he needs a screening endoscopy if he cannot take a beta-blocker; above the 15 kPa mark compensated advanced chronic liver disease is highly likely; and the next step is a hepatology opinion, not a number.

9. Interpretation of Steatosis and of Serial Stiffness Measurements

CAP measures fat, and fibrosis stage is the strongest predictor of liver-related outcome in fatty liver disease while steatosis grade is not.

  • A CAP of 340 dB/m with a stiffness of 4 kPa is a fatty liver without fibrosis, and calls for lifestyle management. A CAP of 240 with a stiffness of 14 kPa is more serious in every way, and the fat may have burned off as the fibrosis advanced.
  • Baveno VII counts an improvement as a fall of at least 20 per cent ending below 20 kPa, or any fall to below 10 kPa. Anything smaller may be measurement variation.
  • EASL records a coefficient of variation of up to 60 per cent in cirrhosis, and about a third of readings above 7.9 kPa are not reproduced on a repeat scan. A patient should be followed on the same machine in the same unit where possible, and a fall from 9.8 to 8.6 kPa should not be interpreted as a treatment response.

10. Limitations of a Low FIB-4, and Documentation of the Assessment

EASL, EASD and EASO record in their 2024 guideline that up to 50 per cent of individuals with liver events may have persistently low FIB-4. That is the central limitation of the strategy this tool implements. It is also why every guideline pairs a low score with a reassessment interval rather than a discharge: 1 to 3 years in the European guideline, 2 to 3 in the AGA pathway, and 1 to 2 in AASLD's guidance for anyone with diabetes, prediabetes or two or more metabolic risk factors. A low FIB-4 justifies deferring further investigation. It does not permit discharge from follow-up.

A fibrosis assessment recorded as "FIB-4 2.1" cannot be interpreted by a subsequent reader, who has no way of telling whether it was calculated on a convalescent platelet count or which threshold was applied. Recording the following keeps the assessment interpretable:

RecordBecause
The four raw values and the date of the blood countThe score can be recomputed and the platelet count questioned
The cause of the liver disease you assumedIt determines which stiffness cut-offs apply
The threshold you used and why1.3 and 2.0 give opposite answers in the same 66-year-old
The stiffness median, the IQR to median ratio, and the probeWithout those three the kilopascal figure cannot be audited
Any confounder present on the day of the scanThe next clinician will otherwise repeat the same uninterpretable test
The date the assessment is to be repeatedThis is the substantive content of a low-risk result
Abbreviations: AASLD (American Association for the Study of Liver Diseases) · AGA (American Gastroenterological Association) · ALEH (Latin American Association for the Study of the Liver) · ALT (Alanine Aminotransferase) · APRI (Aspartate Aminotransferase to Platelet Ratio Index) · AST (Aspartate Aminotransferase) · cACLD (Compensated Advanced Chronic Liver Disease) · CAP (Controlled Attenuation Parameter) · CSPH (Clinically Significant Portal Hypertension) · EASD (European Association for the Study of Diabetes) · EASL (European Association for the Study of the Liver) · EASO (European Association for the Study of Obesity) · ELF (Enhanced Liver Fibrosis Test) · FAST (FibroScan-AST Score) · FIB-4 (Fibrosis-4 Index) · GGT (Gamma-Glutamyl Transferase) · HDL (High-Density Lipoprotein) · HIV (Human Immunodeficiency Virus) · ICMR (Indian Council of Medical Research) · INASL (Indian National Association for Study of the Liver) · IQR (Interquartile Range) · MASLD (Metabolic Dysfunction-Associated Steatotic Liver Disease) · MetALD (Metabolic and Alcohol-Related Steatotic Liver Disease) · METAVIR (Meta-Analysis of Histological Data in Viral Hepatitis) · MRI-PDFF (Magnetic Resonance Imaging Proton Density Fat Fraction) · NAFLD (Non-Alcoholic Fatty Liver Disease) · NCD (Non-Communicable Disease) · NP-NCD (National Programme for Prevention and Control of Non-Communicable Diseases) · NPV (Negative Predictive Value) · NVHCP (National Viral Hepatitis Control Programme) · PPV (Positive Predictive Value)
References
  1. Sterling RK, Lissen E, Clumeck N, et al. Development of a simple noninvasive index to predict significant fibrosis in patients with HIV/HCV coinfection. Hepatology 2006;43(6):1317-25.
  2. Shah AG, Lydecker A, Murray K, et al. Comparison of noninvasive markers of fibrosis in patients with nonalcoholic fatty liver disease. Clin Gastroenterol Hepatol 2009;7(10):1104-12.
  3. McPherson S, Hardy T, Dufour JF, et al. Age as a confounding factor for the accurate non-invasive diagnosis of advanced NAFLD fibrosis. Am J Gastroenterol 2017;112(5):740-51.
  4. Wai CT, Greenson JK, Fontana RJ, et al. A simple noninvasive index can predict both significant fibrosis and cirrhosis in patients with chronic hepatitis C. Hepatology 2003;38(2):518-26.
  5. Rinella ME, Neuschwander-Tetri BA, Siddiqui MS, et al. AASLD Practice Guidance on the clinical assessment and management of nonalcoholic fatty liver disease. Hepatology 2023;77(5):1797-1835.
  6. Kanwal F, Shubrook JH, Adams LA, et al. Clinical Care Pathway for the risk stratification and management of patients with nonalcoholic fatty liver disease. Gastroenterology 2021;161(5):1657-69.
  7. European Association for the Study of the Liver, European Association for the Study of Diabetes, European Association for the Study of Obesity. EASL-EASD-EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease. J Hepatol 2024;81(3):492-542.
  8. European Association for the Study of the Liver. EASL Clinical Practice Guidelines on non-invasive tests for evaluation of liver disease severity and prognosis, 2021 update. J Hepatol 2021;75(3):659-89.
  9. European Association for the Study of the Liver. EASL 2017 Clinical Practice Guidelines on the management of hepatitis B virus infection. J Hepatol 2017;67(2):370-98, read with the EASL-ALEH 2015 guidelines on non-invasive tests, J Hepatol 2015;63(1):237-64.
  10. European Association for the Study of the Liver. EASL Recommendations on Treatment of Hepatitis C 2018. J Hepatol 2018;69(2):461-511.
  11. de Franchis R, Bosch J, Garcia-Tsao G, Reiberger T, Ripoll C, Baveno VII Faculty. Baveno VII: renewing consensus in portal hypertension. J Hepatol 2022;76(4):959-74.
  12. Karlas T, Petroff D, Sasso M, et al. Individual patient data meta-analysis of controlled attenuation parameter (CAP) technology for assessing steatosis. J Hepatol 2017;66(5):1022-30.
  13. Duseja A, Singh SP, De A, et al. Indian National Association for Study of the Liver (INASL) guidance paper on nomenclature, diagnosis and treatment of nonalcoholic fatty liver disease. J Clin Exp Hepatol 2023;13(2):273-302, read with the 2025 INASL statement adopting the MASLD nomenclature, J Clin Exp Hepatol 2025;15(5):102590.
  14. Directorate General of Health Services, Ministry of Health and Family Welfare, Government of India. Operational Guidelines for Non-alcoholic Fatty Liver Disease under the National Programme for Prevention and Control of Non-Communicable Diseases, Version 2.0, September 2024.
  15. Kolhe KM, Amarapurkar A, Parikh P, et al. Aspartate transaminase to platelet ratio index (APRI) but not FIB-5 or FIB-4 is accurate in ruling out significant fibrosis in patients with non-alcoholic fatty liver disease (NAFLD) in an urban slum-dwelling population. BMJ Open Gastroenterol 2019;6(1):e000288.
  16. Shalimar, Elhence A, Bansal B, et al. Prevalence of non-alcoholic fatty liver disease in India: a systematic review and meta-analysis. J Clin Exp Hepatol 2022;12(3):818-29, read with De A, Bhagat N, Mehta M, et al. Central obesity is an independent determinant of advanced fibrosis in lean patients with non-alcoholic fatty liver disease. J Clin Exp Hepatol 2025;15(1):102400.
How to Cite This Tool

DOIhttps://doi.org/10.5281/zenodo.22401578

AMA Style:Umakanth S. Liver Fibrosis: FIB-4 and Elastography. Version 1.1. MEDiscuss Clinical Decision Support System. Published 2026. Accessed . https://mediscuss.org/cdss/fib4-fibroscan. doi:10.5281/zenodo.22401578

Vancouver Style:Umakanth S. Liver Fibrosis: FIB-4 and Elastography [Internet]. Version 1.1. MEDiscuss.org; 2026 [cited ]. Available from: https://mediscuss.org/cdss/fib4-fibroscan. doi:10.5281/zenodo.22401578

Category Risk Scores & Diagnostic PathwaysPathway
Specialties Gastroenterology & Hepatology, Internal Medicine, Endocrinology, Family Medicine, Community Medicine

Written and maintained by

Dr Shashikiran Umakanth

Last revised 5 September 2026

How these tools are written and reviewed