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原发性和转移性食管腺癌不同临床阶段的细胞状态和邻域

Cell states and neighborhoods in distinct clinical stages of primary and metastatic esophageal adenocarcinoma.

作者信息

Yates Josephine, Mathey-Andrews Camille, Park Jihye, Garza Amanda, Gagné Andréanne, Hoffman Samantha, Bi Kevin, Titchen Breanna, Hennessey Connor, Remland Joshua, Carnes Matthew, Shannon Erin, Camp Sabrina, Balamurali Siddhi, Cavale Shweta Kiran, Li Zhixin, Raghawan Akhouri Kishore, Kraft Agnieszka, Boland Genevieve, Aguirre Andrew J, Sethi Nilay S, Boeva Valentina, Van Allen Eliezer M

机构信息

Institute for Machine Learning, Department of Computer Science, ETH Zürich, Zurich, Switzerland; ETH AI Center, ETH Zurich, Zurich, Switzerland; Swiss Institute for Bioinformatics (SIB), Lausanne, Switzerland; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.

Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Surgery, Massachusetts General Hospital, Boston, MA, USA.

出版信息

Cell Rep Med. 2025 Jun 17;6(6):102188. doi: 10.1016/j.xcrm.2025.102188. Epub 2025 Jun 10.

Abstract

Esophageal adenocarcinoma (EAC) is a highly lethal cancer of the upper gastrointestinal tract with rising incidence in western populations. To decipher EAC disease progression and therapeutic response, we perform multiomic analyses of a cohort of primary and metastatic EAC tumors, incorporating single-nuclei transcriptomic and chromatin accessibility sequencing along with spatial profiling. We recover tumor microenvironmental features previously described to associate with therapy response. We subsequently identify five malignant cell programs, including undifferentiated, intermediate, differentiated, epithelial-to-mesenchymal transition, and cycling programs, which are associated with differential epigenetic plasticity and clinical outcomes, and for which we infer candidate transcription factor regulons. Furthermore, we reveal diverse spatial localizations of malignant cells expressing their associated transcriptional programs and predict their significant interactions with microenvironmental cell types. We validate our findings in three external single-cell RNA sequencing (RNA-seq) and three bulk RNA-seq studies. Altogether, our findings advance the understanding of EAC heterogeneity, disease progression, and therapeutic response.

摘要

食管腺癌(EAC)是上消化道的一种高致死性癌症,在西方人群中的发病率呈上升趋势。为了解析EAC的疾病进展和治疗反应,我们对一组原发性和转移性EAC肿瘤进行了多组学分析,纳入了单核转录组和染色质可及性测序以及空间分析。我们恢复了先前描述的与治疗反应相关的肿瘤微环境特征。随后,我们鉴定出五个恶性细胞程序,包括未分化、中间、分化、上皮-间质转化和循环程序,这些程序与不同的表观遗传可塑性和临床结果相关,我们还推断出了候选转录因子调控子。此外,我们揭示了表达其相关转录程序的恶性细胞的不同空间定位,并预测了它们与微环境细胞类型的显著相互作用。我们在三项外部单细胞RNA测序(RNA-seq)和三项批量RNA-seq研究中验证了我们的发现。总之,我们的发现推进了对EAC异质性、疾病进展和治疗反应的理解。

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