HepatoLogic Clinical Reasoning
100% Local • No External APIIntegrated Symbolic Differentiation & Treatment Eligibility for HCC, iCCA, Combined & Collision Tumors
Comprehensive Integrated Approach to Differentiating HCC vs. iCCA
Accurately distinguishing Hepatocellular Carcinoma (HCC) from Intrahepatic Cholangiocarcinoma (iCCA)—as well as recognizing Combined HCC-CCA (cHCC-CCA), Collision Tumors, and Synchronous Lesions—requires integrating patient demographics, liver reserve, risk factors, tumor markers, and multimodal imaging. This tool guides you step-by-step and runs a transparent symbolic rule engine to determine diagnosis, biopsy needs, and treatment eligibility.
How the Diagnostic & Treatment Pathway Works
The assessment is broken into four simple clinical steps followed by automated symbolic reasoning.
Demographics & Fitness
Documents ECOG performance status, Child-Pugh liver reserve, portal hypertension (CSPH), future liver remnant (FLR), and variceal bleeding risk.
Clinical History & Risk
Evaluates pre-test probability from cirrhosis, chronic HBV/HCV, MASH, PSC, hepatolithiasis, liver flukes, prior malignancy, and active cholangitis.
Labs & Tumor Markers
Integrates AFP, AFP-L3, PIVKA-II/DCP, CA 19-9, CEA, bilirubin, ALP/GGT cholestasis, and platelets—including cholangitis confounder checks.
Imaging, PET & Genomics
Captures CT/MRI dynamic phases (APHE, washout vs. delayed stromal enhancement), CEUS, DWI/HBP, MRCP, capsular retraction, and spatial architecture.
Reasoning & Eligibility
Generates the diagnostic phenotype, biopsy strategy, rule-by-rule explanation, and eligibility across Resection, Transplant, Ablation, TACE/TARE, and Systemic therapy.
Explore Pre-Configured Clinical Scenarios
Select any representative patient scenario below to load its clinical parameters and inspect the reasoning output.
Classic Resectable HCC
3.2 cm solitary mass in HBV cirrhosis (Child-Pugh A, no portal hypertension). Non-rim APHE, washout, enhancing capsule, AFP 420 ng/mL.
Classic Mass-Forming iCCA (FGFR2+)
5.8 cm mass in non-cirrhotic PSC liver. Rim APHE, delayed central stromal enhancement, capsular retraction, ductal dilatation, regional nodes.
Combined HCC-iCCA (cHCC-CCA)
Single heterogeneous tumor with intimate admixture of arterialized washout and delayed fibrotic enhancement, plus elevated AFP and CA 19-9.
Hepatic Collision Tumor
Two contiguous but sharply distinct tumor zones within one mass separated by a visible cleft, showing discordant MRI and FDG/FAPI PET uptake.
Synchronous HCC + iCCA
Separate intrahepatic nodules with discordant kinetics—one classic LR-5 arterialized nodule and a second targetoid LR-M mass with duct dilatation.
Obstructive Cholangitis & Varices
Targetoid mass presenting with acute cholangitis (CA 19-9 1,850 U/mL, Bilirubin 8.4 mg/dL) and untreated high-risk gastroesophageal varices.
Patient Clinical Assessment
Complete the four clinical domains below, then click Analyze Case to run the reasoning engine.
Demographics, Functional Status & Hepatic Reserve
These factors determine surgical resectability, transplant candidacy, and systemic therapy safety.
Clinical History, Liver Background & Risk Factors
Cirrhosis strongly increases the prior probability of HCC but does not exclude iCCA or cHCC-CCA. Non-cirrhotic livers can still develop HCC (especially in chronic HBV or MASH).
Factors Favoring Hepatocellular (HCC) Context
Factors Favoring Biliary (iCCA) or Alternative Context
Tumor Markers & Laboratory Profile
Marked AFP/AFP-L3/PIVKA-II elevation supports HCC, whereas CA 19-9/CEA with cholestatic liver tests favors iCCA. Co-elevation of both AFP and CA 19-9 raises suspicion for combined cHCC-CCA or collision tumor.
Multimodal Imaging (CT/MRI/CEUS/MRCP/PET), Staging & Genomics
The highest-yield combination favoring iCCA over atypical HCC is rim/peripheral APHE + progressive delayed central enhancement, particularly with capsular retraction, biliary dilatation, or lymphadenopathy.
A. Spatial Topology & Multiphasic Enhancement Kinetics
B. Morphology, DWI, Hepatobiliary Phase & Ancillary Clues
C. Biliary Tree (MRCP), Vascular Behavior, Staging, PET & Molecular Markers
Integrated Diagnostic & Treatment Eligibility Report
Generated deterministically from clinical history, hepatic reserve, laboratory biomarkers, and multimodal imaging.
Conditional Treatment Eligibility & Modality Matrix
Evaluated across diagnostic certainty, hepatic reserve (Child-Pugh/CSPH/FLR), ECOG status, vascular/biliary anatomy, and tumor stage.
Treat underlying HBV/HCV, optimize nutrition and alcohol abstinence, screen/manage gastroesophageal varices prior to anti-VEGF therapy, and ensure biliary drainage if obstruction or cholangitis is present.
Biopsy & Histopathology Strategy
NOT MANDATORYSymbolic Reasoning Rule Trace
Transparent step-by-step clinical logic triggered by this patient's findings.
Structured Radiology & Multidisciplinary Tumor Board Report
Ready to paste into clinical documentation or MDT notes.
Clinician Sign-Off & Override
This system provides clinical decision support. Record the attending clinician or tumor board disposition below.
High-Yield Multi-Modal Distinction: HCC vs. iCCA
Practical rule: HCC usually behaves as an expansile arterialized hepatocellular mass (non-rim APHE, washout, capsule, fat, mosaic, tumor-in-vein), whereas iCCA behaves as a fibrotic/desmoplastic mass (rim APHE, progressive delayed central enhancement, capsular retraction, targetoid diffusion, biliary dilatation, regional nodes).
| Diagnostic Domain | Favors HCC (LR-5 Phenotype) | Favors iCCA (LR-M Fibrotic Phenotype) |
|---|---|---|
| Clinical Setting & Risk | Cirrhosis, chronic HBV/HCV, alcohol, MASH/NASH, hemochromatosis, AIH, aflatoxin, A1AT | Primary sclerosing cholangitis (PSC), hepatolithiasis, choledochal cyst, liver flukes, chronic biliary disease |
| Arterial Phase (APHE) | Non-rim arterial phase hyperenhancement (APHE) | Rim or peripheral APHE (often thick or irregular) |
| Portal / Delayed Phase | Non-peripheral washout ± enhancing capsule/pseudocapsule | Progressive, persistent, or centripetal delayed enhancement of fibrous stroma |
| CEUS Kinetics | Non-rim hyperenhancement; late (≥60s) and mild washout | Rim enhancement; early (<60s) and marked washout |
| Morphology & Capsule | Round/oval expansile, encapsulated; mosaic architecture; intralesional fat or hemorrhage | Irregular, lobulated or infiltrative; central fibrosis; hepatic capsular retraction |
| Biliary & Vascular | Enhancing expansile tumor-in-vein (portal/hepatic vein); duct dilatation uncommon | Segmental/lobar ductal dilatation, duct encasement, fibrotic vessel narrowing/encasement |
| DWI, T2 & HBP MRI | Heterogeneous DWI restriction; mild-moderate T2; HBP hypointense (well-diff may be iso/hyper) | Targetoid DWI restriction (cellular rim, fibrotic center); targetoid T2 & HBP |
| Tumor Markers & LFTs | AFP, AFP-L3, PIVKA-II/DCP elevation | CA 19-9 & CEA elevation (reassess CA 19-9 after treating cholangitis/obstruction); cholestatic ALP/GGT |
| FDG & FAPI PET/CT | Variable FDG (well-diff often low; poorly-diff avid); lower/variable FAPI unless scirrhous | Moderate-intense FDG uptake (useful for staging nodes/mets); prominent FAPI uptake in desmoplastic stroma |
Collision, Combined (cHCC-CCA) & Synchronous Tumors
Separate HCC and iCCA lesions occurring in different segments of the same liver with distinct enhancement patterns. Do not assume simple multifocal HCC when separate lesions exhibit discordant LR-5 and LR-M phenotypes.
Two histologically independent primary tumors (biclonal origin) that arise separately and grow to directly abut/collide within the same mass with a clear fibrous interface/cleft and no true transition zone. Excluded from true monoclonal cHCC-CCA by the 2018 International Consensus & 2019 WHO 5th Edition; requires multi-region core biopsy sampling both distinct viable zones.
Single primary neoplasm (monoclonal/biphenotypic progenitor origin) containing intimate admixture/transition of hepatocellular (Arginase-1, HepPar-1, Glypican-3) and cholangiocellular (CK7, CK19, MOC31) differentiation. Categorize as LR-M; transplantation is non-standard.
Actionable iCCA Biomarkers & Targeted Systemic Therapies
| Molecular Alteration | Matched Biomarker-Directed Therapy |
|---|---|
| First-Line Standard Backbone | Gemcitabine + Cisplatin + Durvalumab |
| FGFR2 Fusion / Rearrangement | Pemigatinib or Futibatinib |
| IDH1 Mutation | Ivosidenib |
| BRAF V600E | Dabrafenib + Trametinib |
| HER2 (ERBB2) Positive | HER2-Directed Therapy (Trastuzumab + Pertuzumab / Zanidatamab / T-DXd) |
| NTRK Fusion | Larotrectinib, Entrectinib, or Repotrectinib |
| MSI-H / dMMR / TMB-High | Immune Checkpoint Inhibitor Therapy |
| RET Fusion / KRAS G12C | Selpercatinib (RET) / Adagrasib or Sotorasib (KRAS G12C) |
Key Literature References by Diagnostic & Pathological Category
Authoritative pathology consensus statements, historical classifications, and international clinical practice guidelines defining each category in this reasoning engine.
| Diagnostic Category | Pathological & Nosological Status | Primary Peer-Reviewed Literature References |
|---|---|---|
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1. Hepatic Collision Tumor (Contiguous HCC + iCCA with Cleft) |
Real Biclonal Dual-Origin Entity Originally classified as Allen & Lisa Type 2 (1949) and Goodman Type I ("Collision Tumor") (1985). Formally separated from true monoclonal cHCC-CCA in the 2018 International Consensus & 2019 WHO 5th Ed. |
• Allen RA, Lisa JR. Combined liver cell and bile duct carcinoma. Am J Pathol. 1949;25(4):647–655. PMID: 18152860. (Defined Type 2 contiguous colliding tumors vs. Type 1 separate & Type 3 admixed).
• Goodman ZD, Ishak KG, Langloss JM, Sesterhenn IA, Rabin L. Combined hepatocellular-cholangiocarcinoma. A histologic and immunohistochemical study. Cancer. 1985;55(1):124–135. PMID: 2578078. (Defined Type I "Collision Tumors" vs. Type II "Transitional Tumors").
• Brunt E, Aishima S, Clavien PA, et al. cHCC-CCA: Consensus terminology for primary liver carcinomas with both hepatocytic and cholangiocytic differentiation. Hepatology. 2018;68(1):113–126. doi:10.1002/hep.29789. PMID: 29360137. (Explicitly distinguishes collision tumors of two independent primaries from true cHCC-CCA).
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2. Combined HCC-CCA (cHCC-CCA) (Classical & Intermediate-Cell Types) |
Monoclonal Biphenotypic Primary Single primary tumor showing intimate admixture of hepatocytic and cholangiocytic differentiation (Allen & Lisa Type 3 / Goodman Type II). |
• Brunt E, Aishima S, Clavien PA, et al. cHCC-CCA: Consensus terminology for primary liver carcinomas with both hepatocytic and cholangiocytic differentiation. Hepatology. 2018;68(1):113–126. PMID: 29360137.
• Sempoux C, Kakar S, Kondo F, Schirmacher P. Combined hepatocellular-cholangiocarcinoma and undifferentiated primary liver carcinoma. In: WHO Classification of Tumours: Digestive System Tumours, 5th ed. Lyon: IARC Press; 2019:260–262.
• Beaufrère A, Calderaro J, Paradis V. Combined hepatocellular-cholangiocarcinoma: an update. J Hepatol. 2021;74(5):1212–1224. doi:10.1016/j.jhep.2021.01.035. PMID: 33545267.
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3. Synchronous Double Primary (HCC + iCCA) (Separate Intrahepatic Nodules) |
Multicentric Independent Primaries Originally Allen & Lisa Type 1 (separate nodules of HCC and iCCA arising synchronously in the same liver without physical contact). |
• Allen RA, Lisa JR. Combined liver cell and bile duct carcinoma. Am J Pathol. 1949;25(4):647–655. PMID: 18152860. (Type 1: separate synchronous nodules).
• Jung KS, Chun KH, Choi GH, et al. Synchronous development of intrahepatic cholangiocarcinoma and hepatocellular carcinoma in different sites of the liver with chronic B-viral hepatitis. Gut Liver. 2013;7(5):609–614 / Cao J, et al. Synchronous double primary hepatocellular carcinoma and intrahepatic cholangiocarcinoma: a case series and review. World J Surg Oncol. 2013;11:276.
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| 4. Hepatocellular Carcinoma (HCC) & LI-RADS LR-5 / LR-M |
Hepatocytic Malignancy & Non-Invasive Imaging Criteria Defines LR-5 major features vs. LR-M targetoid features and BCLC/EASL curative vs. systemic pathways. |
• European Association for the Study of the Liver (EASL). EASL Clinical Practice Guidelines on the management of hepatocellular carcinoma. J Hepatol. 2025;82(2):315–374 (updating J Hepatol 2018;69:182–236).
• Singal AG, Llovet JM, Yarchoan M, et al. AASLD Practice Guidance on prevention, diagnosis, and treatment of hepatocellular carcinoma. Hepatology. 2023;78(6):1922–1965. PMID: 37199193.
• Chernyak V, Fowler KJ, Kamaya A, et al. Liver Imaging Reporting and Data System (LI-RADS) Version 2018: Imaging of Hepatocellular Carcinoma in At-Risk Patients. Radiology. 2018;289(3):816–830. PMID: 30251931.
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| 5. Intrahepatic Cholangiocarcinoma (iCCA) & Molecular Targets |
Biliary Epithelial / Desmoplastic Malignancy Defines mass-forming/small-duct vs. large-duct iCCA, surgical lymphadenectomy, TOPAZ-1 1L regimen, and FGFR2/IDH1/BRAF/HER2 targeted therapy. |
• European Association for the Study of the Liver & International Liver Cancer Association (EASL-ILCA). EASL-ILCA Clinical Practice Guidelines on the management of intrahepatic cholangiocarcinoma. J Hepatol. 2023;79(1):181–208. doi:10.1016/j.jhep.2023.03.010. PMID: 37084797.
• Vogel A, Bridgewater J, Edeline J, et al. Biliary tract cancer: ESMO Clinical Practice Guideline for diagnosis, treatment and follow-up. Ann Oncol. 2023;34(2):127–140. PMID: 36372281.
• Oh DY, Ruth He A, Qin S, et al. (TOPAZ-1 Investigators). Durvalumab plus Gemcitabine and Cisplatin in Advanced Biliary Tract Cancer. NEJM Evid. 2022;1(8):EVIDoa2200015.
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