Prognostic value of nutritional and inflammatory markers in patients with hepatocellular carcinoma who receive immune checkpoint inhibitors

被引:16
作者
Liu, Chunxun [1 ]
Zhao, Haoran [1 ]
Zhang, Rujia [2 ]
Guo, Zuoming [1 ]
Wang, Peng [1 ]
Qu, Zhaowei [1 ]
机构
[1] Harbin Med Univ, Harbin Med Univ Canc Hosp, Dept Hepatobiliary & Pancreat Surg, 150 Haping Rd, Harbin 150081, Heilongjiang, Peoples R China
[2] Harbin Med Univ, Affiliated Hosp 2, Dept Operating Room, Harbin 150086, Heilongjiang, Peoples R China
关键词
hepatocellular carcinoma; immune checkpoint inhibitors; prognostic factors; nutritional status; inflammatory status; INDEX; SURVIVAL; BIOMARKERS; OUTCOMES; PREDICT;
D O I
10.3892/ol.2023.14024
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The emergence of immune checkpoint inhibitors (ICIs) has provided a new treatment option for patients with hepatocellular carcinoma (HCC). However, further evaluation is needed for determining biomarkers for the use of ICIs. The present study evaluated the prognostic value of certain nutritional and inflammatory markers in patients with HCC who received ICIs. In the present study, the clinical data of 151 patients with HCC who received ICIs at Harbin Medical University Cancer Hospital from January 2019 to December 2021 were collected. The blood parameters of all patients before treatment were collected to evaluate certain nutritional and inflammatory markers, including the prognostic nutrition index (PNI), nutritional risk index (NRI), geriatric NRI (GNRI), systemic immune-inflammation index (SII), systemic inflammation response index (SIRI) and advanced lung cancer inflammation index (ALI). Patients were grouped using the cut-off value calculated using receiver operating characteristic (ROC) curves, and the relationship between these biomarkers and prognosis was evaluated through survival analysis. Furthermore, the prognostic value of these biomarkers was assessed through multivariate Cox regression analysis and construction of nomograms. Finally, time-ROC curves were plotted to compare the differences in predicting prognosis between the biomarkers. In the preliminary survival analysis, all inflammatory and nutritional markers included in the present study were significantly associated with the prognosis of HCC in patients who received ICIs. Similar results were obtained in a subgroup analysis of patients with different Barcelona Clinic Liver Cancer (BCLC) stages. Multivariate Cox regression analysis demonstrated that GNRI, PNI, BCLC stage and Tumor-Node-Metastasis (TNM) stage were significantly associated with progression-free survival (PFS), whereas GNRI, BCLC stage and TNM stage were also significantly associated with overall survival (OS). Furthermore, the time-ROC curves indicated that nutritional indicators had a higher prognostic value in all indexes, especially GNRI. The C-index (95% confidence interval) of the nomograms for predicting the survival probability of patients who received ICIs were 0.801 (0.746-0.877) and 0.823 (0.761-0.898) for PFS and overall OS, respectively, which also showed high accuracy. In conclusion, the present study demonstrated that PNI, GNRI, NRI, SII, SIRI and ALI were all related to the efficacy of ICIs in HCC and could serve as non-invasive biomarkers for ICI treatment effectiveness. Moreover, compared with inflammatory markers, nutritional markers had greater predictive ability, with GNRI being the biomarker with the best prognostic value.
引用
收藏
页数:16
相关论文
共 71 条
  • [1] Changes in Nutritional Status impact immune Cell Metabolism and Function
    Alwarawrah, Yazan
    Kiernan, Kaitlin
    MacIver, Nancie J.
    [J]. FRONTIERS IN IMMUNOLOGY, 2018, 9
  • [2] The esophageal dose-volume parameters for predicting Grade I-II acute esophagitis correlated with weight loss and serum albumin decrease in lung cancer radiotherapy
    Arda, Zumrut
    Cerkesli, Kaymak
    Ozkan, Emine Elif
    Ozseven, Alper
    [J]. JOURNAL OF CANCER RESEARCH AND THERAPEUTICS, 2021, 17 (01) : 94 - 98
  • [3] Immune Checkpoint Inhibitors for the Treatment of Cancer: Clinical Impact and Mechanisms of Response and Resistance
    Bagchi, Sreya
    Yuan, Robert
    Engleman, Edgar G.
    [J]. ANNUAL REVIEW OF PATHOLOGY: MECHANISMS OF DISEASE, VOL 16, 2021, 2021, 16 : 223 - 249
  • [4] Cancer Immunotherapy - Immune Checkpoint Inhibitors in Hepatocellular Carcinoma
    Bai, Jing
    Liang, Ping
    Li, Qian
    Feng, Rui
    Liu, Jiang
    [J]. RECENT PATENTS ON ANTI-CANCER DRUG DISCOVERY, 2021, 16 (02) : 239 - 248
  • [5] Nutrition, inflammation and liver-spleen axis
    Barrea, Luigi
    Di Somma, Carolina
    Muscogiuri, Giovanna
    Tarantino, Giovanni
    Tenore, Gian Carlo
    Orio, Francesco
    Colao, Annamaria
    Savastano, Silvia
    [J]. CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION, 2018, 58 (18) : 3141 - 3158
  • [6] External validation of the prognostic relevance of the advanced lung cancer inflammation index (ALI) in pancreatic cancer patients
    Barth, Dominik Andreas
    Brenner, Carina
    Riedl, Jakob Michael
    Prinz, Felix
    Klocker, Eva Valentina
    Schlick, Konstantin
    Kornprat, Peter
    Lackner, Karoline
    Stoeger, Herbert
    Stotz, Michael
    Gerger, Armin
    Pichler, Martin
    [J]. CANCER MEDICINE, 2020, 9 (15): : 5473 - 5479
  • [7] Emerging immune checkpoint inhibitors for the treatment of non-small cell lung cancer
    Bote, Helena
    Mesas, Andres
    Baena, Javier
    Herrera, Mercedes
    Paz-Ares, Luis
    [J]. EXPERT OPINION ON EMERGING DRUGS, 2022, 27 (03) : 289 - 300
  • [8] Memory B cells and plasma cells: The differentiative continuum of humoral immunity
    Cancro, Michael P.
    Tomayko, Mary M.
    [J]. IMMUNOLOGICAL REVIEWS, 2021, 303 (01) : 72 - 82
  • [9] Controlling Nutritional Status (CONUT) Predicts Survival in Gastric Cancer Patients With Immune Checkpoint Inhibitor (PD-1/PD-L1) Outcomes
    Chen, Li
    Sun, Hao
    Zhao, Ruihu
    Huang, Rong
    Pan, Hongming
    Zuo, Yanjiao
    Zhang, Lele
    Xue, Yingwei
    Li, Xingrui
    Song, Hongjiang
    [J]. FRONTIERS IN PHARMACOLOGY, 2022, 13
  • [10] Advances in Immune Checkpoint Inhibitors for Advanced Hepatocellular Carcinoma
    Chen, Yue
    Hu, Haoyue
    Yuan, Xianglei
    Fan, Xue
    Zhang, Chengda
    [J]. FRONTIERS IN IMMUNOLOGY, 2022, 13