Prognostic value of the CHAM score in non-small cell lung cancer patients treated with nivolumab
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Updated: Jun 12, 2026

Intramucosal Inoculation of Squamous Cell Carcinoma Cells in Mice for Tumor Immune Profiling and Treatment Response Assessment
Published on: April 22, 2019
Ahmet Burak Agaoglu1, Ferhat Ekinci1, Mustafa Sahbazlar1
1Division of Medical Oncology, Faculty of Medicine, Celal Bayar University, Yunusemre, Manisa, Türkiye.
Purpose:
Reliable prognostic markers are needed to improve risk stratification in patients with non-small cell lung cancer (NSCLC) receiving immune checkpoint inhibitors. We evaluated the prognostic value of the CHAM score, a composite marker integrating systemic inflammation, hematologic parameters, and metastatic burden, in nivolumab-treated NSCLC patients. To our knowledge, its prognostic relevance in this setting has not been previously investigated.
Methods:
This retrospective cohort study included 91 patients with histologically confirmed NSCLC who received nivolumab between 2020 and 2026. The CHAM score was derived from C-reactive protein, albumin, hemoglobin levels, and metastatic extent. Overall and progression-free survival were analyzed using the Kaplan-Meier method and compared with the log-rank test. Multivariable Cox proportional hazards regression evaluated the prognostic impact of the CHAM score, and receiver operating characteristic curve analysis determined the optimal cut-off.
Results:
During follow-up, 59 deaths were observed. Patients with a CHAM score ≥ 4 had shorter overall survival than those with a CHAM score < 4, with median survival times of 6.7 and 18.7 months, respectively (log-rank p < 0.001). Progression-free survival was also reduced in the high-risk group, with median values of 2.6 versus 11.2 months (log-rank p < 0.001). In multivariable Cox regression analyses, a high CHAM score remained independently associated with worse overall and progression-free survival (p < 0.05 for both). Receiver operating characteristic analysis identified a CHAM score of 4 as the optimal cut-off.
Conclusions:
The CHAM score may provide practical prognostic stratification in nivolumab-treated NSCLC patients; however, external validation is required.