ArticleOncology letters2023
Prognostic value of nutritional and inflammatory markers in patients with hepatocellular carcinoma who receive immune checkpoint inhibitors.
Article in Oncology letters, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 9 of them syntheses that pooled it.
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Who cites it
27 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- Prognostic value of the systemic immune-inflammation index in gastrointestinal cancers treated with immune checkpoint inhibitors: a systematic review and meta-analysis.BMC gastroenterology · 2026Pooled it
- Prognostic significance of systemic immune-inflammation index in hepatocellular carcinoma: a meta-analysis.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026Pooled it
- Prognostic nutritional index and the survival of patients with hepatocellular carcinoma on immune checkpoint inhibitors: a meta-analysis.BMC cancer · 2025Pooled it
- Carcinoembryonic antigen as a predictor of treatment outcomes in cancer patients receiving immune checkpoint inhibitors.Annals of medicine · 2025Pooled it
- Nutritional conditions and PFS and OS in cancer immunotherapy: the MOUSEION-010 meta-analysis.Immunotherapy · 2025Pooled it
- The prognostic value of systemic inflammation response index in digestive system carcinomas: a systematic review and meta-analysis.BMC gastroenterology · 2025Pooled it
- Prognostic value of systemic inflammation response index in cancer patients treated with PD-1/PD-L1 immune checkpoint inhibitors: a meta-analysis.Annals of medicine · 2024Pooled it
- Pooled it
- Prognostic significance of preoperative prognostic nutritional index in hepatocellular carcinoma after curative hepatectomy: a meta-analysis and systemic review.Frontiers in nutrition · 2024Pooled it
- Clinical and nutritional-inflammatory biomarkers-based nomogram predicts survival in recurrent or metastatic cervical cancer treated with immune checkpoint inhibitors.Annals of medicine · 2026Article
- Association between the Prognostic Nutritional Index and survival outcomes in hepatocellular carcinoma patients receiving immune checkpoint inhibitors: a systematic review and meta-analysis.Translational cancer research · 2026Review
- Prognostic significance of circulating immune-inflammatory biomarkers IL-6 and systemic immune-inflammation index in hepatocellular carcinoma treated with immune checkpoint inhibitors: A meta-analysis.Journal of medical biochemistry · 2026Article
- Geriatric nutritional risk index as a predictor of prognosis in hepatocellular carcinoma: A systematic review and meta-analysis.Pakistan journal of medical sciences · 2025Review
- Comprehensive influence of individualized nutrition support and nursing strategy on rehabilitation of patients with liver cancer after operation.World journal of gastrointestinal surgery · 2025Article
- The relationship between prognostic nutritional index and its components (albumin and lymphocyte count) and all-cause mortality in lung cancer patients: a hospital-based study with database external validation.Frontiers in nutrition · 2025Article
- The efficacy of transcatheter arterial chemoembolization for hepatocellular carcinoma: is the alteration of the inflammation index important?Frontiers in medicine · 2025Article
- The Prognostic Value of Combined Systemic Immune-Inflammatory Index (SII) and Prognostic Nutritional Index (PNI) in Solid Tumor.Cancer management and research · 2025Article
- Blood-derived ratio indexes associated with severity and prognosis of immune checkpoint inhibitor-related cardiotoxicity: a retrospective analysis.Frontiers in oncology · 2025Article
- C-reactive protein flare: a promising prognostic predictor for patients with hepatocellular carcinoma treated with TACE combined with lenvatinib and immune checkpoint inhibitors.Frontiers in immunology · 2025Article
- Prognostic Significance of Preoperative Inflammatory and Liver Fibrosis Markers in Hepatocellular Carcinoma.Journal of inflammation research · 2025Article
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Authors and funding
6 authors.
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No grant is acknowledged in the PubMed record.
Abstract
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.
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