PO.CL01.03 · 临床研究
瘤周脂肪组织作为HNSCC免疫治疗应答的预后影像学生物标志物
Peritumoral adipose tissue as a prognostic imaging biomarker for immunotherapy response in HNSCC
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
引言:肥胖是包括头颈部鳞状细胞癌(HNSCC)在内的许多癌症的公认危险因素,然而更高的全身脂肪含量已被关联到对免疫检查点抑制剂(ICI)的改善应答。脂肪组织增加通过免疫细胞浸润和PD-1信号传导调节肿瘤微环境。虽然既往工作聚焦于全身性肥胖,但瘤周脂肪组织的作用仍未被探索。瘤周脂肪含量如何影响ICI应答可能揭示驱动免疫治疗疗效的机制。
方法:我们回顾性分析了36例接受新辅助和辅助pembrolizumab同期辅助放疗±化疗的HNSCC患者。使用3D Slicer在治疗前CT扫描上对肿瘤进行分割,并在24例有可用影像的患者中生成1 cm瘤周壳层。使用患者特异性Hounsfield单位阈值量化脂肪体积:瘤周脂肪分数(瘤周脂肪体积/瘤周体积)和脂肪:肿瘤比值。病理应答通过组织学确定。使用Wilcoxon秩和检验和Fisher精确检验检验组间差异。生存期在2年时删失,采用Kaplan-Meier和log-rank检验。脂肪体积相关性使用Spearman's rho。在一部分具有pembrolizumab治疗前和治疗后配对组织样本的患者中,RNA-seq评估了差异通路富集。使用经过整理的Reactome和KEGG通路进行基因集富集分析(GSEA)。
结果:在24例患者中,中位瘤周脂肪分数为0.017(IQR 0.026),中位脂肪:肿瘤比值为0.096(IQR 0.194),中位肿瘤体积为8.5 cm³(IQR 23.3)。病理应答者的瘤周脂肪含量高于非应答者(中位0.0314对0.0076;Wilcoxon秩和检验,p=0.026)。按中位数二分时,较高的瘤周脂肪含量与病理应答相关(Fisher精确检验,OR=8.9,95% CI 1.1-132.4,p=0.036)。Kaplan-Meier分析显示高脂肪组的生存期显著改善(2年OS 100%对58%;log-rank p=0.0098)。转录组分析鉴定出应答者中约60个基因在pembrolizumab治疗前后发生显著变化(校正后p<0.1)。GSEA显示应答者中涉及TGF-beta受体信号传导、HIF1A对基因表达的调控、TRAF6介导的细胞因子诱导以及固有和适应性免疫信号传导的通路显著激活。
结论:在接受pembrolizumab治疗的HNSCC患者中,更高的瘤周脂肪含量与改善的病理应答和2年生存期相关。转录组分析揭示了应答者中TGF-beta、HIF1A和免疫信号通路的激活,提示瘤周脂肪组织可能塑造一种允许治疗的微环境,从而增强对PD-1阻断的应答。
查看英文原文 English abstract
Introduction: Obesity is a well-known risk factor for many cancers, including head and neck squamous cell carcinoma (HNSCC), yet greater systemic adiposity has been linked to improved responses to immune checkpoint inhibitors (ICIs). Increased adipose tissue modulates the tumor microenvironment via immune cell infiltration and PD-1 signaling. While prior work has focused on systemic obesity, the role of peritumoral adipose tissue remains unexplored. How peritumoral adiposity impacts ICI response may reveal mechanisms driving immunotherapy efficacy.
Methods: We retrospectively analyzed 36 HNSCC patients treated with neoadjuvant and adjuvant pembrolizumab concurrent with adjuvant radiation +/- chemotherapy. Tumors were segmented on pre-treatment CT scans using 3D Slicer, and a 1 cm peritumoral shell was generated in 24 patients with available imaging. Adipose volumes were quantified using patient specific Hounsfield unit thresholds: peritumoral adipose fraction (peritumoral adipose volume / peritumoral volume) and adipose:tumor ratio. Pathologic response was determined histologically. Group differences were tested using Wilcoxon rank-sum and Fisher's exact tests. Survival was censored at 2 years with Kaplan-Meier and log-rank testing. Adipose-volume correlations used Spearman's rho. In a subset of patients with paired tissue samples pre- and post-pembrolizumab, RNA-seq assessed differential pathway enrichment. Gene set enrichment analysis (GSEA) was performed using curated Reactome and KEGG pathways.
Results: Among 24 patients, median peritumoral adipose fraction was 0.017 (IQR 0.026), median adipose:tumor ratio was 0.096 (IQR 0.194), and the median tumor volume was 8.5 cm 3 (IQR 23.3). Pathologic responders had higher peritumoral adiposity compared to non-responders (median 0.0314 vs 0.0076; Wilcoxon rank-sum, p = 0.026). When dichotomized by the median, higher peritumoral adiposity was associated with pathologic response (Fisher's exact test, OR = 8.9, 95% CI 1.1-132.4, p = 0.036). Kaplan-Meier analysis showed a significantly improved survival in the high-adipose group (2-year OS 100% vs 58%; log-rank p = 0.0098). Transcriptomic analysis identified ~60 genes changed significantly pre- to post-pembrolizumab in responders (adjusted p<0.1). GSEA demonstrated that responders had significant activation of pathways involving TGF-beta receptor signaling, regulation of gene expression by HIF1A, TRAF6-mediated cytokine induction, and innate and adaptive immune signaling.
Conclusion: Greater peritumoral adiposity was associated with improved pathologic response and 2-year survival in HNSCC patients treated with pembrolizumab. Transcriptomic analysis reveals activation of TGF-beta, HIF1A, and immune signaling pathways in responders, suggesting peritumoral adipose tissue may shape a treatment-permissive microenvironment that enhances response to PD-1 blockade.
利益披露 Disclosure
K. Harris, None..
N. Godfrey, None..
D. El-Gamal, None..
S. Rai, None..
J. Pan, None..
B. Williamson, None.
T. Wise-Draper,
AstraZeneca/Medimmune ).
Merck & Co. Independent Contractor.
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