Related Experiment Video
Updated: Jan 16, 2026

Author Spotlight: Investigating Immune Cell Dynamics in the Tumor Microenvironment — Challenges and Innovations in Cancer Prognosis
Published on: April 12, 2024
CRAFITY and AFP/PIVKA-II Kinetics Predict Prognosis in Hepatocellular Carcinoma on Immunotherapy
Shou-Wu Lee1,2,3, Yi-Jie Huang1,4, Ying-Cheng Lin1,3
1Division of Gastroenterology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407219, Taiwan.
A new CRAFITY-100 RULE model improves prognostic accuracy for hepatocellular carcinoma (HCC) patients receiving immunotherapy. This model integrates baseline and dynamic biomarkers for better risk stratification and clinical decision-making.
Area of Science:
- Oncology
- Biomarkers
- Hepatocellular Carcinoma Research
Background:
- The CRAFITY score (C-reactive protein and alpha-fetoprotein) is a prognostic biomarker for immunotherapy-treated hepatocellular carcinoma (HCC).
- Limitations exist due to many patients having non-elevated alpha-fetoprotein (AFP), impacting the CRAFITY score's accuracy.
- This study aimed to evaluate a composite model incorporating the CRAFITY score with AFP and PIVKA-II kinetic changes.
Purpose of the Study:
- To evaluate a novel composite model for prognostic stratification in unresectable HCC patients undergoing immunotherapy.
- To assess the performance of the CRAFITY-100 RULE, which combines the CRAFITY score with AFP/PIVKA-II kinetics, against the original CRAFITY score.
- To determine if the enhanced model improves prediction of objective response and overall survival.
Main Methods:
- Retrospective enrollment of 69 patients with unresectable HCC (BCLC stage B/C) receiving immunotherapy.
- Recording of baseline C-reactive protein (CRP), AFP, and PIVKA-II levels, along with their 4-week changes.
- Development and validation of the CRAFITY-100 RULE, assigning risk levels (I-III) based on CRAFITY score and biomarker kinetics.
Main Results:
- The CRAFITY score alone did not significantly stratify overall survival (OS).
- The CRAFITY-100 RULE demonstrated significantly different OS across risk levels (p=0.048), with median OS of 24, 15, and 7 months for levels I-III.
- The CRAFITY-100 RULE showed superior discrimination compared to the CRAFITY score at 6 and 12 months (AUROC 0.673 vs. 0.604 and 0.732 vs. 0.656, respectively).
Conclusions:
- The CRAFITY-100 RULE offers improved prognostic stratification and discrimination for HCC patients on immunotherapy.
- This simple composite model, integrating baseline and dynamic biomarkers, enhances clinical decision-making.
- The CRAFITY-100 RULE shows potential as a valuable tool for managing unresectable HCC in the context of immunotherapy.
More Related Videos
06:38An Oncogenic Hepatocyte-Induced Orthotopic Mouse Model of Hepatocellular Cancer Arising in the Setting of Hepatic Inflammation and Fibrosis
Published on: September 12, 2019
12:24A Three-Dimensional Spheroid Model to Investigate the Tumor-Stromal Interaction in Hepatocellular Carcinoma
Published on: September 30, 2021