LBPO.TB02 · 肿瘤生物学 · Late-Breaking
胃食管腺癌中FOXA2相关的化疗耐药:一项单细胞转录组探索性分析
FOXA2-associated chemoresistance in gastroesophageal adenocarcinoma: A single-cell transcriptomic exploratory analysis
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
引言:胃食管腺癌(GEA)是五大恶性肿瘤之一,5年生存率不足20%,且近几十年临床管理改善有限。目前,以多西他赛为基础的三药化疗仍是标准治疗。然而,约40%的患者一开始即对化疗耐药,而初始应答者中有半数在治疗中产生耐药。识别化疗应答的预测因素仍是一项关键的未满足临床需求。单细胞转录组分析能够在细胞水平上高分辨率地表征基因表达变化,作为应对这一临床挑战的新方法具有重大前景。鉴于缺乏可靠的预测性或预后性生物标志物,本研究旨在识别可预测治疗应答的生物标志物,以支持临床决策。
材料与方法:从GEA患者获取组织样本,然后处理并制备用于单细胞RNA测序(scRNA-seq)。对scRNA-seq识别出的基因转录本和细胞进行聚类和注释。进行总生存期(OS)和无病生存期(DFS)分析,以评估特定生物标志物是否与生存结局相关。进行免疫组化(IHC)和免疫荧光(IF)染色以验证所识别的基因标志物。开展基因集富集分析(GSEA)和拟时序分析,以阐明化疗耐药的潜在机制。
结果:我们的scRNA-seq分析在43例GEA患者的样本上进行,并标注了采用肿瘤消退分级(TRG)评估的病理化疗应答情况。其中,10例为良好应答者(TRG 0或1),25例为中度应答者(TRG 2),8例为不良应答者(TRG 3)。FOXA2被鉴定为肿瘤上皮细胞中表达最高的基因之一。治疗前高FOXA2表达与更长的OS和DFS显著相关,其表达在原发组织样本和配对的患者来源类器官中得到验证。在病理良好应答者的初治组织中,FOXA2表达显著高于不良应答者。此外,差异性FOXA2表达与不同的细胞状态相关,低水平表达FOXA2的细胞显示出包括上皮-间质转化和DNA修复在内的HALLMARK通路的富集。
结论:我们的结果确认FOXA2为GEA患者对新辅助标准化疗应答的预测性生物标志物。我们的数据进一步提示,FOXA2可能通过抑制上皮-间质转化发挥肿瘤抑制作用。
查看英文原文 English abstract
Introduction: Gastroesophageal Adenocarcinoma (GEA) is among the top five malignant tumors with a 5-year survival of < 20% and limited improvement in clinical management over recent decades. Currently, docetaxel-based triplet chemotherapy remains the standard-of-care treatment. However, approximately 40% of patients show resistance to chemotherapy up front, and half of initial responders develop resistance on treatment. Identifying predictors of response to chemotherapy remains a key unmet clinical need. Single-cell transcriptomic profiling enables high-resolution characterization of gene expression changes at the cellular level. It holds significant promise as a new approach to address the clinical challenge. Given the lack of reliable predictive or prognostic biomarkers, this study aims to identify biomarkers predictive of treatment response to support clinical decision-making.
Materials and Methods: Tissue samples were obtained from GEA patients, then processed and prepared for single-cell RNA sequencing (scRNA-seq). Gene transcripts and cells identified from scRNA-seq were clustered and annotated. Overall survival (OS) and disease-free survival (DFS) analyses were conducted to assess whether specific biomarkers were associated with survival outcomes. Immunohistochemistry (IHC) and immunofluorescence (IF) staining were performed to validate identified gene markers. Gene Set Enrichment Analysis (GSEA) and Pseudotime analyses were carried out to elucidate the underlying mechanisms of chemoresistance.
Results: Our scRNA-seq analysis was performed on samples from 43 GEA patients, annotated with their pathological treatment response to chemotherapy assessed using Tumor Regression Grade (TRG). Among these, 10 patients were good responders (TRG 0 or 1), 25 were moderate responders (TRG 2), and 8 were poor responders (TRG 3). FOXA2 was identified as one of the most highly expressed genes in tumor epithelial cells. High FOXA2 expression before treatment was significantly associated with longer OS and DFS, and its expression was validated on primary tissue samples and matched patient-derived organoids. FOXA2 expression was significantly higher in treatment-naïve tissues from pathological good responders than in poor responders. Additionally, differential FOXA2 expression was associated with distinct cellular states, with cells expressing low levels of FOXA2 showing enrichment of HALLMARK pathways including epithelial-mesenchymal transition and DNA repair.
Conclusions: Our results identify FOXA2 as a predictive biomarker of response to neoadjuvant standard-of-care chemotherapy in patients with GEA. Our data further suggest that FOXA2 may function as a tumor suppressor through inhibition of epithelial-mesenchymal transition.
利益披露 Disclosure
S. Wang, None..
Q. Qiu, None..
S. Pal, None..
E. Ozmen, None..
R. Ma, None..
C. Julien, None..
W. Zeng, None..
B. Giannias, None..
F. Bourdeau, None..
N. Bertos, None..
S. Bailey, None..
L. Ferri, None.