PO.PS01.09 · 人群科学

上皮-间质转化和免疫失调的肿瘤内在程序与甲状腺乳头状癌的疾病复发相关

Tumor-intrinsic programs of epithelial-mesenchymal transition and immune deregulation are linked to disease recurrence in papillary thyroid carcinoma

编号 7610 展板 30 时间 4/22 09:00–12:00 区域 Section 35 主讲 Theodora Pappa, MD
分会场 Risk Prediction Modeling, Screening, Early Detection, and Preneoplastic and Tumor Markers
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作者与单位 Authors & Affiliations

Emma Su1, Amanda E. Garza1, Jihye Park1, Himanshu Patankar2, Brendan Reardon1, Yutaro Tanaka1, Jingxin Fu1, Sabrina Y. Camp1, Erica Maria Pimenta1, Helena Jun1, Josephine Yates1, Gerard Doherty3, Justine Barletta4, Erik Alexander4, Eliezer M. Van Allen1, Theodora Pappa5

1Dana-Farber Cancer Institute, Boston, MA,2Mass General Hospital, Boston, MA,3Surgery, Mass General Brigham, Boston, MA,4Mass General Brigham, Boston, MA,5Mass General Brigham and Dana-Farber Cancer Institute, Boston, MA

摘要 Abstract

中文摘要
引言:甲状腺乳头状癌(PTC)是分化型甲状腺癌最常见的亚型,主要影响女性和年轻成人。目前的临床模型未能捕捉其显著的分子异质性,也未能将这些信息整合到能够实现个性化诊疗方案的预后算法中。在此,我们识别了导致甲状腺癌进展、并可能为风险分层提供依据的肿瘤内在分子程序。 方法:我们对来自PTC临床队列的16份新鲜冷冻样本进行了单核多组学(RNA和ATAC)测序,这些样本具有不同的疾病复发风险,风险依据2025年美国甲状腺协会指南确定。使用共识非负矩阵分解(cNMF)识别具有不同细胞活性的程序。使用MultiNicheNET评估肿瘤与其微环境之间的细胞间通讯。使用SCENIC识别目标细胞类型中的活性调控子。使用Signac进行染色质可及性分析。 结果:我们识别出一个新的、肿瘤特异性的转录程序,其定义为上皮-间质转化(EMT)和TNF-alpha信号通路的复合上调,并在高风险PTC中富集。该程序中的顶级活性调控子包括参与炎症反应和免疫调节的分子。染色质可及性分析显示,在该程序表达最高的肿瘤细胞中,CCL20附近存在一个显著差异可及的峰,此前已证明CCL20通过NF-kB信号通路促进甲状腺癌侵袭。在Broad研究所癌症细胞系百科全书(CCLE)的甲状腺癌细胞系中,该程序的表达在存在BRAFV600E突变时显著更高(p <0.001)。同样,当将该程序投射到甲状腺癌基因组图谱(TCGA)数据库的496份PTC样本时,我们观察到该转录程序的使用与更高的复发风险和BRAFV600E突变的存在之间均存在显著关联(p <0.001)。在多元线性回归模型中,并在校正性别和肿瘤纯度后,该关联仍保持独立性。细胞间相互作用分析表明,血小板反应蛋白-1(一种关键的EMT介导因子)从癌症相关成纤维细胞向肿瘤细胞的信号传导活性增加,这是高风险PTC样本所特有的。 结论:我们通过整合多组学分析识别出一个新的肿瘤内在转录程序,其特征为EMT和免疫失调,在高风险PTC中富集,并在TCGA中验证了其临床相关性。在更大的甲状腺癌队列中评估该程序的表现,对于确立其预后价值以及纳入临床风险分层模型的潜力至关重要。
查看英文原文 English abstract
Introduction: Papillary thyroid carcinoma (PTC) is the most common subtype of differentiated thyroid cancer, predominantly affecting females and young adults. Current clinical models fail to capture its marked molecular heterogeneity and integrate this information into prognostic algorithms that would enable personalized care plans. Here, we identify tumor-intrinsic molecular programs contributing to thyroid cancer progression that may inform risk stratification. Methods: We performed single nuclei multiome (RNA and ATAC) sequencing of 16 fresh frozen samples from a PTC clinical cohort with varying risks of disease recurrence, as determined by the 2025 American Thyroid Association guidelines. Programs with distinct cellular activity were identified with consensus non-negative matrix factorization (cNMF). Cell-cell communication between the tumor and its microenvironment was assessed with MultiNicheNET. Active regulons within cell types of interest were identified using SCENIC. Chromatin accessibility analysis was performed using Signac. Results: We identified a novel, tumor-specific transcriptional program, defined by composite upregulation of epithelial-to-mesenchymal-transition (EMT) and TNF-alpha signaling, that was enriched in high-risk PTC. Top active regulons in this program included molecules involved in inflammatory response and immune modulation. Chromatin accessibility analysis revealed a significantly differentially accessible peak near CCL20, previously shown to promote thyroid cancer invasion via NF-kB signaling, in tumor cells with highest expression of the program. In thyroid cancer lines from the Broad Institute's Cancer Cell Line Encyclopedia (CCLE), expression of this program was significantly higher in the presence of BRAFV600E mutation ( p <0.001). Similarly, when projecting this program onto the Thyroid Cancer Genome Atlas (TCGA) database of 496 PTC samples, we observed a significant association between usage of this transcriptional program and both higher risk of recurrence and presence of BRAFV600E mutation ( p <0.001). This association remained independent in a multiple linear regression model and after adjusting for sex and tumor purity. Cell-cell interaction analyses demonstrated increased activity of thrombospondin-1, a key EMT mediator, signaling from cancer associated fibroblasts to tumor cells, that was unique to high-risk PTC samples. Conclusions: We identified a new, tumor-intrinsic transcriptional program through integrative multi-omic analysis that is characterized by EMT and immune deregulation, enriched in high-risk PTC, and validated its clinical relevance in TCGA. Evaluating the performance of this program in larger thyroid cancer cohorts will be essential to establish its prognostic value and potential to incorporate into clinical risk stratification models.
利益披露 Disclosure
E. Su, None.. H. Patankar, None.. Y. Tanaka, None.. H. Jun, None.. J. Yates, None.. G. Doherty, None.. J. Barletta, None. E. Alexander, Veracyte Other, consulting. Regeneron Other, consulting. T. Pappa, Eisai Other, consulting.

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