Development and Assessment of Nomogram Based on AFP Response for Patients with Unresectable Hepatocellular Carcinoma Treated with Immune Checkpoint Inhibitors

被引:2
|
作者
Zhang, Yi [1 ]
Shen, Hui [1 ]
Zheng, Ruiying [1 ]
Sun, Yueting [1 ]
Xie, Xiaoyan [1 ]
Lu, Ming-De [1 ,2 ]
Liu, Baoxian [1 ]
Huang, Guangliang [1 ,3 ]
机构
[1] Sun Yat Sen Univ, Div Intervent Ultrasound, Inst Diagnost & Intervent Ultrasound, Dept Med Ultrason,Affiliated Hosp 1, 58 Zhong Shan Rd 2, Guangzhou 510080, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Hepatobiliary Surg, 58 Zhong Shan Rd 2, Guangzhou 510080, Peoples R China
[3] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Med Ultrason, Guangxi Hosp Div, Guangxi 530022, Peoples R China
基金
中国国家自然科学基金;
关键词
hepatocellular carcinoma; immune checkpoint inhibitor; AFP response; nomogram; progression-free survival; ALPHA-FETOPROTEIN; BLOCKADE; INFLAMMATION; BIOMARKERS; SORAFENIB; PROGNOSIS; SURVIVAL; OUTCOMES; THERAPY;
D O I
10.3390/cancers15215131
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Immune checkpoint inhibitors (ICIs) have been increasingly used to treat hepatocellular carcinoma (HCC). Prognostic biomarkers are an unmet need. We aimed to develop a prognostic nomogram for patients with unresectable HCC receiving ICIs therapy. Methods: A total of 120 patients with unresectable HCC receiving ICIs treatment were enrolled in this study. Patients were randomly divided into a training set (n = 84) and a validation set (n = 36) in a 7:3 ratio. Clinical characteristics were retrospectively analyzed. Serum alpha-fetoprotein protein (AFP) response was defined as a decline of >= 20% in AFP levels within the initial eight weeks of treatment. Univariable and multivariable Cox analyses were used to select relevant variables and construct the nomogram. The areas under the receiver operating characteristic curves (AUCs) were used to determine the performance of the model. Kaplan-Meier analysis with the log-rank test was used to compare different risk groups. Results: The median progression-free survival (PFS) was 7.7 months. In the multivariate Cox analysis, the presence of extrahepatic metastasis (hazard ratio [HR] = 2.08, 95% confidence interval [CI]: 1.02-4.27, p < 0.05), white blood cell count (HR = 3.48, 95% CI: 1.02-11.88, p < 0.05) and AFP response (HR = 0.41, 95% CI: 0.18-0.95, p < 0.05) independently predicted PFS. A nomogram for PFS was established with AUCs of 0.79 and 0.70 in the training and validation sets, respectively. The median PFS of the high- and low-risk subgroups was 3.5 and 11.7 months, respectively (p < 0.05). Conclusion: The nomogram could predict PFS in patients with unresectable HCC receiving ICIs treatment and further help decision making in daily clinical practice.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Surrogate end points for survival in patients with advanced hepatocellular carcinoma treated with immune checkpoint inhibitors
    Zhu, Andrew X.
    Lin, Yong
    Ferry, David
    Widau, Ryan C.
    Saha, Abhijoy
    IMMUNOTHERAPY, 2022, 14 (16) : 1341 - 1351
  • [22] Combination of AFP vaccine and immune checkpoint inhibitors slows hepatocellular carcinoma progression in preclinical models
    Lu, Xinjun
    Deng, Shanshan
    Xu, Jiejie
    Green, Benjamin L.
    Zhang, Honghua
    Cui, Guofei
    Zhou, Yi
    Zhang, Yi
    Xu, Hongwei
    Zhang, Fapeng
    Mao, Rui
    Zhong, Sheng
    Cramer, Thorsten
    Evert, Matthias
    Calvisi, Diego F.
    He, Yukai
    Liu, Chao
    Chen, Xin
    JOURNAL OF CLINICAL INVESTIGATION, 2023, 133 (11):
  • [23] Prognostic value of the neutrophil-to-lymphocyte ratio and prognostic nutritional index in unresectable hepatocellular carcinoma patients treated with tyrosine kinase inhibitors and immune checkpoint inhibitors
    Sun, Shasha
    Li, Wendong
    Guo, Xiaodi
    Chen, Jinglong
    HUMAN VACCINES & IMMUNOTHERAPEUTICS, 2024, 20 (01)
  • [24] Development and validation of the SPEAR scoring model and predicting overall survival in unresectable hepatocellular carcinoma patients treated with TACE, molecular targeted therapies, and immune checkpoint inhibitors.
    Li, Wenli
    Lu, Mingjian
    Shi, Feng
    Cheng, Xiao
    Lu, Ruyi
    Fan, Wenzhe
    Zang, Mengya
    Hu, Xiaoyun
    Li, Qi
    Li, Rong
    Zhu, Peilin
    Chen, Yongru
    Su, Kaiyan
    Cai, Qingxian
    Yuan, Guosheng
    Chen, Jinzhang
    JOURNAL OF CLINICAL ONCOLOGY, 2025, 43 (4_SUPPL) : 533 - 533
  • [25] Which role for predictors of response to immune checkpoint inhibitors in hepatocellular carcinoma?
    Rizzo, Alessandro
    Cusmai, Antonio
    Gadaleta-Caldarola, Gennaro
    Palmiotti, Gennaro
    EXPERT REVIEW OF GASTROENTEROLOGY & HEPATOLOGY, 2022, 16 (04) : 333 - 339
  • [26] A Prognostic Nomogram for Hepatocellular Carcinoma Based on Wound Healing and Immune Checkpoint Genes
    Hu, Beiyuan
    Shen, Xiaotian
    Qin, Wei
    Zhang, Lan
    Zou, Tiantian
    Dong, Qiongzhu
    Qin, Lun-Xiu
    JOURNAL OF CLINICAL AND TRANSLATIONAL HEPATOLOGY, 2022, 10 (05) : 891 - 900
  • [27] Deep learning of pretreatment multiphase CT images for predicting response to lenvatinib and immune checkpoint inhibitors in unresectable hepatocellular carcinoma
    Liao, Nan-Qing
    Deng, Zhu-Jian
    Wei, Wei
    Lu, Jia-Hui
    Li, Min-Jun
    Ma, Liang
    Chen, Qing-Feng
    Zhong, Jian-Hong
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2024, 24 : 247 - 257
  • [28] Immune Checkpoint Inhibitors in Combinations for Hepatocellular Carcinoma
    Kalasekar, Sharanya Maanasi
    Garrido-Laguna, Ignacio
    Evason, Kimberley Jane
    HEPATOLOGY, 2021, 73 (06) : 2591 - 2593
  • [29] Low-Level Viremia Impairs Efficacy of Immune Checkpoint Inhibitors in Unresectable Hepatocellular Carcinoma
    Li, Rong
    Li, Wenli
    Yang, Qing
    Guan, Yujuan
    Chen, Yongru
    Zhu, Peilin
    Su, Kaiyan
    Li, Qi
    Hu, Xiaoyun
    Zang, Mengya
    Zhao, Miaoxian
    Zhong, Manhua
    Yan, Jingquan
    Yang, Keli
    Zhu, Wei
    Lin, Zhanzhou
    Yuan, Guosheng
    Chen, Jinzhang
    LIVER INTERNATIONAL, 2025, 45 (04)
  • [30] Immune checkpoint inhibitors in the treatment of hepatocellular carcinoma
    Akbulut, Zeynep
    Aru, Basak
    Aydin, Furkan
    Demirel, Gulderen Yanikkaya
    FRONTIERS IN IMMUNOLOGY, 2024, 15