Related Experiment Video
Updated: Aug 22, 2026

Mass Cytometry Analysis of Systemic and Local Immune Responses in Hepatocellular Carcinoma
Published on: April 25, 2025
Dynamic body mass index trajectories are associated with survival outcomes in advanced Hepatocellular Carcinoma
Shuifang Hu1, Mingcong Xu1, Ziniu Liu1
1Department of Radiation Oncology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China.
Background And Objective:
Obesity paradoxically increases both cancer risk and anti-tumor efficacy. However, the prognostic association of dynamic body mass index (BMI) trajectories in advanced hepatocellular carcinoma (HCC) patients receiving immunotherapy remains underexplored.
Materials And Methods:
This retrospective cohort study included 563 advanced HCC patients treated with anti-PD-1/PD-L1 immunotherapy at the First Affiliated Hospital of Sun Yat-sen University from January 2019 to May 2023. Longitudinal BMI trajectories were modeled using latent class mixed model (LCMM). Survival outcomes were analyzed using Kaplan-Meier, Cox regression, and landmark analyses.
Results:
A four-class BMI trajectory model was identified: high-stable (10.3%, median baseline BMI [bBMI]: 27.8 kg/m²), moderate-stable (53.1%, 23.0 kg/m²), moderate-rapid-decline (10.7%, 23.0 kg/m²), and low-slow-decline (25.9%, 20.0 kg/m²). The high-stable group showed superior survival outcomes (median progression-free survival [PFS]: 13.17 months; overall survival [OS]: 32.36 months), while the moderate-rapid-decline group had the worst prognosis (PFS: 4.40 months; OS: 10.87 months). After adjusting for lymph node metastasis, Child-Pugh classification, bBMI, combination therapy, and alpha-fetoprotein (AFP), the hazard ratios (HRs) for PFS in high-stable, moderate-stable, and low-slow-decline groups compared to moderate-rapid-decline were 0.37 (P < 0.001), 0.60 (P = 0.003), and 0.75 (P = 0.151), respectively; for OS, the HRs were 0.25 (P < 0.001), 0.44 (P < 0.001), and 0.73 (P = 0.210). BMI trajectory contributed substantially to survival models.
Conclusion:
Dynamic BMI trajectories were associated with survival outcomes in advanced HCC patients receiving immunotherapy, with high-stable patterns showing favorable outcomes. Continuous BMI monitoring may provide a practical prognostic indicator, but prospective validation is required before clinical intervention thresholds can be recommended.
More Related Videos
12:24A Three-Dimensional Spheroid Model to Investigate the Tumor-Stromal Interaction in Hepatocellular Carcinoma
Published on: September 30, 2021
07:32Mast Cells in the Microenvironment of Hepatocellular Carcinoma Confer Favorable Prognosis: A Retrospective Study using QuPath Image Analysis Software
Published on: April 12, 2024