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
  • [21] GOLOVTCHENKO AM, 1975, ANN BIOL CLIN-PARIS, V33, P63
  • [22] The Geriatric Nutritional Risk Index (GNRI) as a Prognostic Biomarker for Immune Checkpoint Inhibitor Response in Recurrent and/or Metastatic Head and Neck Cancer
    Haas, Markus
    Lein, Alexander
    Fuereder, Thorsten
    Brkic, Faris F.
    Schnoell, Julia
    Liu, David T.
    Kadletz-Wanke, Lorenz
    Heiduschka, Gregor
    Jank, Bernhard J.
    [J]. NUTRIENTS, 2023, 15 (04)
  • [23] A modified TNM-7 staging system to better predict the survival in patients with hepatocellular carcinoma after hepatectomy
    Huang, Junting
    Zhang, Yaojun
    Peng, Zhenwei
    Gao, Hengjun
    Xu, Li
    Jiao, Long R.
    Chen, Minshan
    [J]. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2013, 139 (10) : 1709 - 1719
  • [24] Strengthening the Immune System and Reducing Inflammation and Oxidative Stress through Diet and Nutrition: Considerations during the COVID-19 Crisis
    Iddir, Mohammed
    Brito, Alex
    Dingeo, Giulia
    Fernandez Del Campo, Sofia Sosa
    Samouda, Hanen
    La Frano, Michael R.
    Bohn, Torsten
    [J]. NUTRIENTS, 2020, 12 (06)
  • [25] Efficacy and Safety Associated With Immune Checkpoint Inhibitors in Unresectable Hepatocellular Carcinoma A Meta-analysis
    Jacome, Alexandre A.
    Castro, Ana Carolina G.
    Vasconcelos, Joao Paulo S.
    Silva, Maria Helena C. R.
    Lessa, Marco Antonio O.
    Moraes, Eduardo D.
    Andrade, Aline C.
    Lima, Frederico M. T.
    Farias, Joao Paulo F.
    Gil, Roberto A.
    Prolla, Gabriel
    Garicochea, Bernardo
    [J]. JAMA NETWORK OPEN, 2021, 4 (12) : E2136128
  • [26] First-line nivolumab plus chemotherapy versus chemotherapy alone for advanced gastric, gastro-oesophageal junction, and oesophageal adenocarcinoma (CheckMate 649): a randomised, open-label, phase 3 trial
    Janjigian, Yelena Y.
    Shitara, Kohei
    Moehler, Markus
    Garrido, Marcelo
    Salman, Pamela
    Shen, Lin
    Wyrwicz, Lucjan
    Yamaguchi, Kensei
    Skoczylas, Tomasz
    Bragagnoli, Arinilda Campos
    Liu, Tianshu
    Schenker, Michael
    Yanez, Patricio
    Tehfe, Mustapha
    Kowalyszyn, Ruben
    Karamouzis, Michalis V.
    Bruges, Ricardo
    Zander, Thomas
    Pazo-Cid, Roberto
    Hitre, Erika
    Feeney, Kynan
    Cleary, James M.
    Poulart, Valerie
    Cullen, Dana
    Lei, Ming
    Xiao, Hong
    Kondo, Kaoru
    Li, Mingshun
    Ajani, Jaffer A.
    [J]. LANCET, 2021, 398 (10294) : 27 - 40
  • [27] Jemal A, 2011, CA-CANCER J CLIN, V61, P134, DOI [10.3322/caac.20115, 10.3322/caac.21492, 10.3322/caac.20107]
  • [28] FcγR-mediated SARS-CoV-2 infection of monocytes activates inflammation
    Junqueira, Caroline
    Crespo, Angela
    Ranjbar, Shahin
    de Lacerda, Luna B.
    Lewandrowski, Mercedes
    Ingber, Jacob
    Parry, Blair
    Ravid, Sagi
    Clark, Sarah
    Schrimpf, Marie Rose
    Ho, Felicia
    Beakes, Caroline
    Margolin, Justin
    Russell, Nicole
    Kays, Kyle
    Boucau, Julie
    Das Adhikari, Upasana
    Vora, Setu M.
    Leger, Valerie
    Gehrke, Lee
    Henderson, Lauren A.
    Janssen, Erin
    Kwon, Douglas
    Sander, Chris
    Abraham, Jonathan
    Goldberg, Marcia B.
    Wu, Hao
    Mehta, Gautam
    Bell, Steven
    Goldfeld, Anne E.
    Filbin, Michael R.
    Lieberman, Judy
    [J]. NATURE, 2022, 606 (7914) : 576 - +
  • [29] Human Monocyte Subsets and Phenotypes in Major Chronic Inflammatory Diseases
    Kapellos, Theodore S.
    Bonaguro, Lorenzo
    Gemuend, Ioanna
    Reusch, Nico
    Saglam, Adem
    Hinkley, Emily R.
    Schultze, Joachim L.
    [J]. FRONTIERS IN IMMUNOLOGY, 2019, 10
  • [30] Systemic immune-inflammation index predicts prognosis and responsiveness to immunotherapy in cancer patients: a systematic review and meta-analysis
    Kou, Junyan
    Huang, Jing
    Li, Jun
    Wu, Zhen
    Ni, Liwei
    [J]. CLINICAL AND EXPERIMENTAL MEDICINE, 2023, 23 (07) : 3895 - 3905