Modified Charlson Comorbidity Index to Improve Management of Patients with Hepatocellular Carcinoma: A Step Towards

Eleonora Alimenti1, Massimo Iavarone1,2, Elia Fracas3

  • 1Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.

Cancers
|April 14, 2026
PubMed

Insights

A modified Charlson Comorbidity Index (mCCI) better stratifies hepatocellular carcinoma (HCC) patients by risk, improving treatment allocation and predicting survival. This refined comorbidity assessment aids in personalized HCC therapeutic strategies.

Area of Science:

  • Hepatology and Oncology
  • Clinical Epidemiology
  • Biostatistics

Background:

  • Hepatocellular carcinoma (HCC) patients often have comorbidities complicating treatment and increasing mortality.
  • The standard Charlson Comorbidity Index (CCI) may not accurately reflect comorbidity burden in HCC.
  • A modified CCI (mCCI) excluding HCC-specific factors was developed to improve risk stratification.

Purpose of the Study:

  • To evaluate the performance of the CCI and mCCI in stratifying HCC patients.
  • To assess the ability of mCCI to predict treatment allocation and overall survival (OS).
  • To identify predictors of mortality in HCC patients using mCCI.

Main Methods:

  • Retrospective analysis of 401 de novo HCC patients.
  • Calculation of CCI and mCCI at diagnosis.
  • Kaplan-Meier analysis for OS and Cox models for mortality prediction; association between mCCI and treatment allocation analyzed.

Main Results:

  • mCCI provided better risk stratification than CCI, categorizing patients into high-risk (21%), intermediate-risk (48%), and low-risk (31%).
  • High-risk mCCI was associated with reduced access to curative treatment in BCLC B patients (14% vs. 47%).
  • mCCI demonstrated a strong correlation with survival, with significantly shorter OS in high/intermediate-risk groups (36-49 months) vs. low-risk (74 months).
  • mCCI classes, alpha-fetoprotein, CPT, and BCLC stage were independent predictors of mortality. Age and cardiovascular diseases were significant mCCI components impacting mortality.

Conclusions:

  • The mCCI offers a more accurate comorbidity assessment for HCC patients compared to the standard CCI.
  • mCCI is significantly associated with overall survival in HCC.
  • mCCI can aid in developing personalized therapeutic strategies for HCC patients.

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