نبذة مختصرة : Abstract Background The clinical significance of immuno-inflammatory indicators and the underlying biological basis in patients with esophageal squamous cell carcinoma (ESCC) who receive chemoradiotherapy (CRT) combined with immunotherapy remains unclear. This study aims to evaluate the prognostic value of immuno-inflammatory biomarkers, develop a prognostic model, and explore the underlying mechanisms. Methods This study included 212 ESCC patients who received CRT and anti-PD-1 immunotherapy. Association between progression-free survival (PFS) and immuno-inflammatory biomarkers, including absolute lymphocyte count (ALC), neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR), lymphocyte-monocyte ratio was analyzed. A nomogram was built based on the independent prognostic factors identified using multivariable Cox regression model. Pre-treatment tumor samples from 47 patients were collected for RNA sequencing to investigate the immune-related tumor microenvironment. Results Patients experienced significant changes in immuno-inflammatory biomarkers during CRT, which gradually recovered after radiotherapy. Body mass index
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