纵向血浆代谢组学指导食管鳞状细胞癌化疗免疫治疗的动态风险评估与饮食调节
Longitudinal Plasma Metabolomics Guides Dynamic Risk Assessment and Dietary Modulation for Esophageal Squamous Cell Cancer Chemoimmunotherapy.
CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Correlation of immune cell subsets in the tumor microenvironment and peripheral blood with immunotherapy response in esophageal squamous cell carcinoma.
Correlation of immune cell subsets in the tumor microenvironment and peripheral blood with immunotherapy response in esophageal squamous cell carcinoma.
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TIM3 + CD8 + T 细胞是 ESCC 免疫治疗结局有前景的预测性生物标志物。这些发现凸显了其在临床实践中指导个体化治疗策略的潜力。
食管鳞状细胞癌(ESCC)通常在晚期才被诊断,此时传统放化疗的临床获益有限。靶向肿瘤微环境(TME)的免疫检查点抑制剂已显示出巨大的治疗潜力;然而,用于预测治疗结果的可靠生物标志物仍不明确。
单细胞RNA测序数据集来自GEO数据库,使用Seurat R包进行分析,以评估肿瘤组织和癌旁组织中的基因表达。此外,采用流式细胞术评估接受免疫治疗患者外周血样本中的免疫细胞亚群。进行统计分析,包括生存分析和Kruskal-Wallis检验,以探究免疫细胞亚群与治疗疗效之间的关联。
在肿瘤组织中,与邻近组织相比,免疫亚群显著富集,包括具有耗竭特征(CD39、TIM3、PD-1)或活化/组织驻留特征(CD137、CD103)的CD8 + T细胞;具有活化特征(CD134、CD137)或调节性表型(FOXP3)的CD4 + T细胞;以及表达TIM3或CD103的树突状细胞。在外周血中,免疫治疗后观察到TIM3 + CD8 + T细胞的中位变化为3.35%。变化超过此阈值的患者与变化较低的患者相比,无进展生存期(PFS)更短(5.0 vs. 8.5个月,P = 0.024)。此外,与疾病进展的患者相比,达到完全或部分缓解的患者中TIM3 + CD8 + T细胞变化显著降低。
Esophageal squamous cell carcinoma (ESCC) is commonly diagnosed at an advanced stage, where conventional chemoradiotherapy offers only limited clinical benefit. Immune checkpoint inhibitors targeting the tumor microenvironment (TME) have demonstrated substantial therapeutic potential; however, reliable biomarkers for predicting therapeutic outcomes remain unclear.
Single-cell RNA sequencing dataset for ESCC was obtained from the GEO database and analyzed using the Seurat R package to evaluate gene expression in tumor and adjacent tissues. Additionally, flow cytometry was used to assess immune cell subsets in peripheral blood samples from patients undergoing immunotherapy. Statistical analyses, including survival analysis and the Kruskal-Wallis test, were conducted to investigate the association between immune cell subsets and treatment efficacy.
In tumor tissues, immune subsets were significantly enriched compared with adjacent tissues, including CD8 + T cells with exhaustion (CD39, TIM3, PD-1) or activation/tissue residency (CD137, CD103) features; CD4 + T cells with activation (CD134, CD137) or regulatory (FOXP3) phenotypes; and dendritic cells expressing TIM3 or CD103. In peripheral blood, a median change in TIM3 + CD8 + T cells of 3.35% was observed following immunotherapy. Patients with changes exceeding this threshold experienced shorter progression-free survival (PFS) compared to those with lower changes (5.0 vs. 8.5 months, P = 0.024). Furthermore, TIM3 + CD8 + T cell changes were markedly reduced in patients achieving complete or partial responses compared to those with progressive disease.
TIM3 + CD8 + T cells are a promising predictive biomarker for immunotherapy outcomes in ESCC. These findings highlight their potential to guide personalized treatment strategies in clinical practice.
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