Puram Sidharth V, Tirosh Itay, Parikh Anuraag S, Patel Anoop P, Yizhak Keren, Gillespie Shawn, Rodman Christopher, Luo Christina L, Mroz Edmund A, Emerick Kevin S, Deschler Daniel G, Varvares Mark A, Mylvaganam Ravi, Rozenblatt-Rosen Orit, Rocco James W, Faquin William C, Lin Derrick T, Regev Aviv, Bernstein Bradley E
Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Otolaryngology, Massachusetts Eye and Ear Infirmary, Boston, MA 02114, USA; Department of Otology and Laryngology, Harvard Medical School, Boston, MA 02115, USA.
Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Molecular Cell Biology, Weizmann Institute of Science, 7610001 Rehovot, Israel.
Cell. 2017 Dec 14;171(7):1611-1624.e24. doi: 10.1016/j.cell.2017.10.044. Epub 2017 Nov 30.
The diverse malignant, stromal, and immune cells in tumors affect growth, metastasis, and response to therapy. We profiled transcriptomes of ∼6,000 single cells from 18 head and neck squamous cell carcinoma (HNSCC) patients, including five matched pairs of primary tumors and lymph node metastases. Stromal and immune cells had consistent expression programs across patients. Conversely, malignant cells varied within and between tumors in their expression of signatures related to cell cycle, stress, hypoxia, epithelial differentiation, and partial epithelial-to-mesenchymal transition (p-EMT). Cells expressing the p-EMT program spatially localized to the leading edge of primary tumors. By integrating single-cell transcriptomes with bulk expression profiles for hundreds of tumors, we refined HNSCC subtypes by their malignant and stromal composition and established p-EMT as an independent predictor of nodal metastasis, grade, and adverse pathologic features. Our results provide insight into the HNSCC ecosystem and define stromal interactions and a p-EMT program associated with metastasis.
肿瘤中多样的恶性细胞、基质细胞和免疫细胞会影响肿瘤的生长、转移及对治疗的反应。我们分析了18例头颈部鳞状细胞癌(HNSCC)患者约6000个单细胞的转录组,其中包括5对配对的原发性肿瘤和淋巴结转移灶。基质细胞和免疫细胞在不同患者之间具有一致的表达程序。相反,恶性细胞在肿瘤内部以及不同肿瘤之间,在与细胞周期、应激、缺氧、上皮分化和部分上皮-间质转化(p-EMT)相关的特征表达方面存在差异。表达p-EMT程序的细胞在空间上定位于原发性肿瘤的前沿。通过将单细胞转录组与数百个肿瘤的整体表达谱相结合,我们根据其恶性和基质组成细化了HNSCC亚型,并确定p-EMT是淋巴结转移、分级和不良病理特征的独立预测因子。我们的结果为HNSCC生态系统提供了见解,并定义了与转移相关的基质相互作用和p-EMT程序。