PO.ET03.04 · 实验与分子治疗
细胞外基质聚糖特征可预测卵巢癌的化疗反应
Extracellular matrix glycan signatures predict chemotherapy response in ovarian cancer
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:卵巢癌(OC)是一种高度致命的妇科恶性肿瘤,多在晚期确诊,且在铂类化疗后易复发。近 30% 的患者表现为铂耐药或难治性疾病,侵袭性肿瘤在六个月内复发。新兴证据表明糖胺聚糖(GAGs)是肿瘤进展和治疗反应的调节因子,但其结构复杂性限制了单纯依靠转录组学或蛋白质组学方法进行准确评估。
方法:为明确 GAGs 如何影响 OC 生物学特性和铂敏感性,我们分析了来自正常卵巢、原发性卵巢/输卵管肿瘤以及转移性腹腔和结肠病灶的单细胞 RNA 测序和空间转录组数据集。使用 CRISPR/Cas9 XYLT1/2 敲除来清除卵巢癌细胞中的 GAGs,并对其形态、增殖、迁移/侵袭及体内肿瘤行为进行评估。为直接定量肿瘤 GAG 组成,对已知卡铂反应特征的 OC 患者来源异种移植物进行了聚糖还原同位素标记质谱(GRIL-MS)分析。补充的药理学研究评估了卡铂和 Triplatin(一种靶向 GAG 的铂类药物)的疗效和药物分布。
结果:单细胞分析显示,成纤维细胞是肿瘤微环境中蛋白聚糖基因表达的主要来源。对癌前病变和浸润性病灶的空间转录组分析表明,这些变化发生在卵巢癌发展的较晚期阶段。XYLT1/2 敲除细胞表现出从间充质向上皮形态的转变、迁移/侵袭潜能降低、肿瘤播散减少和无腹水,以及对卡铂敏感性增加,并伴随药物在肿瘤中的更高渗透。对四种 OC PDX 模型的 GRIL-MS 分析确定硫酸软骨素-4-硫酸(C4S)为主要的肿瘤相关 GAG 基序,高 C4S 与卡铂耐药强烈相关。重要的是,升高的 C4S 降低了卡铂疗效,但增强了 Triplatin 的摄取和抗肿瘤活性。C4S 表达阈值可按预测反应对肿瘤进行分层,对患者组织微阵列的分析显示,根据亚型不同,40-83% 的 OC 肿瘤超过该临界值。
结论:GAGs 在卵巢癌进展、播散和铂耐药中起核心作用。C4S 是一种机制明确的生物标志物,能够预测对卡铂和 Triplatin 的差异敏感性,支持将其纳入精准医学策略以及对 C4S 高表达、铂耐药卵巢癌患者进行 Triplatin 临床评估。
查看英文原文 English abstract
Background: Ovarian cancer (OC) is a highly lethal gynecologic malignancy, most often diagnosed at advanced stages and prone to recurrence after platinum-based chemotherapy. Nearly 30% of patients exhibit platinum-resistant or refractory disease, with aggressive tumors recurring within six months. Emerging evidence implicates glycosaminoglycans (GAGs) as regulators of tumor progression and treatment response, yet their structural complexity limits accurate assessment by transcriptomic or proteomic methods alone.
Methods: To define how GAGs influence OC biology and platinum sensitivity, we analyzed single-cell RNA sequencing and spatial transcriptomic datasets from normal ovary, primary ovarian/fallopian tube tumors, and metastatic abdominal and colonic lesions. CRISPR/Cas9 XYLT1/2 knockout was used to deplete GAGs in ovarian cancer cells, which were evaluated for morphology, proliferation, migration/invasion, and in vivo tumor behavior. To directly quantify tumor GAG composition, glycan reductive isotope labeling mass spectrometry was performed on OC patient-derived xenografts ( with known carboplatin response profiles. Complementary pharmacology studies evaluated efficacy and drug distribution of carboplatin and Triplatin, a GAG-targeting platinum agent.
Results: Single-cell analysis revealed that fibroblasts are the predominant source of proteoglycan gene expression within the tumor microenvironment. Spatial transcriptomics analysis of precursor and invasive lesions showed these changes occur in the later stages of ovarian cancer development. XYLT1/2 knockout cells showed a shift from mesenchymal to epithelial morphology, decreased migration/invasion potential, reduced tumor dissemination and absence of ascites, and increased sensitivity to carboplatin associated with higher drug penetration into the tumor. GRIL-MS profiling of four OC PDX models identified chondroitin-4-sulfate (C4S) as the dominant tumor-associated GAG motif, with high C4S strongly correlating with carboplatin resistance. Importantly, elevated C4S reduced carboplatin efficacy but enhanced Triplatin uptake and antitumor activity. A C4S expression threshold stratified tumors by predicted response, and analysis of patient tissue microarrays showed that 40-83% of OC tumors exceed this cut-off depending on subtype.
Conclusions: GAGs play a central role in ovarian cancer progression, dissemination, and platinum resistance. C4S is a mechanistically grounded biomarker capable of predicting differential sensitivity to carboplatin and Triplatin, supporting its integration into precision-medicine strategies and the clinical evaluation of Triplatin for patients with C4S-high, platinum-resistant ovarian cancer.
利益披露 Disclosure
E. J. Peterson,
Bioplatinum Technologies LLC ), Travel, Other Intellectual Property.
R. J. Weiss, None..
J. D. Hampton, None.
A. R. S. Beaudin,
Bioplatinum Technologies LLC Employment, Travel.
T. M. Clausen,
VAR2 Pharmaceuticals Employment, Other Intellectual Property.
J. B. M. Turner, None..
A. Basu, None..
B. Hu, None..
J. E. Koblenski, None.
N. P. Farrell,
Bioplatinum Technologies LLC Employment, Travel, Other Intellectual Property.
L. Litovchick, None.