Single-Cell Transcriptomics of Pancreatic Cancer Precursors Demonstrates Epithelial and Microenvironmental Heterogeneity as an Early Event in Neoplastic Progression

被引:267
作者
Bernard, Vincent [1 ,2 ,3 ]
Semaan, Alexander [1 ,3 ]
Huang, Jonathan [1 ,3 ]
San Lucas, F. Anthony [4 ]
Mulu, Feven C. [1 ,3 ]
Stephens, Bret M. [1 ,3 ]
Guerrero, Paola A. [1 ,3 ]
Huang, Yanqing [5 ]
Zhao, Jun [1 ,3 ]
Kamyabi, Nabiollah [1 ,3 ]
Sen, Subrata [1 ]
Scheet, Paul A. [4 ]
Taniguchi, Cullen M. [5 ]
Kim, Michael P. [6 ]
Tzeng, Ching-Wei [6 ]
Katz, Matthew H. [6 ]
Singhi, Aatur D. [7 ]
Maitra, Anirban [1 ,3 ]
Alvarez, Hector A. [8 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Translat Mol Pathol, Houston, TX 77030 USA
[2] Univ Texas MD Anderson Canc Ctr, UTHlth Grad Sch Biomed Sci, Houston, TX 77030 USA
[3] Univ Texas MD Anderson Canc Ctr, Sheikh Ahmed Pancreat Canc Res Ctr, Houston, TX 77030 USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Epidemiol, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Radiat Oncol, Houston, TX 77030 USA
[6] Univ Texas MD Anderson Canc Ctr, Dept Surg Oncol, Houston, TX 77030 USA
[7] Univ Pittsburgh, Med Ctr, Dept Pathol, Pittsburgh, PA USA
[8] Univ Texas MD Anderson Canc Ctr, Dept Hematopathol, Houston, TX 77030 USA
关键词
PAPILLARY MUCINOUS NEOPLASM; GENE-EXPRESSION; FIBROBLASTS; TUMOR; IPMN; MANAGEMENT; ADENOCARCINOMA; MUTATIONS; DIAGNOSIS; SUBTYPES;
D O I
10.1158/1078-0432.CCR-18-1955
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Early detection of pancreatic ductal adenocarcinoma (PDAC) remains elusive. Precursor lesions of PDAC, specifically intraductal papillary mucinous neoplasms (IPMNs), represent a bona fide pathway to invasive neoplasia, although the molecular correlates of progression remain to be fully elucidated. Single-cell transcriptomics provides a unique avenue for dissecting both the epithelial and microenvironmental heterogeneities that accompany multistep progression from noninvasive IPMNs to PDAC. Experimental Design: Single-cell RNA sequencing was performed through droplet-based sequencing on 5,403 cells from 2 low-grade IPMNs (LGD-IPMNs), 2 high-grade IPMNs (HGD-IPMN), and 2 PDACs (all surgically resected). Results: Analysis of single-cell transcriptomes revealed heterogeneous alterations within the epithelium and the tumor microenvironment during the progression of noninvasive dysplasia to invasive cancer. Although HGD-IPMNs expressed many core signaling pathways described in PDAC, LGD-IPMNs harbored subsets of single cells with a transcriptomic profile that overlapped with invasive cancer. Notably, a proinflammatory immune component was readily seen in low-grade IPMNs, composed of cytotoxic T cells, activated T-helper cells, and dendritic cells, which was progressively depleted during neoplastic progression, accompanied by infiltration of myeloid-derived suppressor cells. Finally, stromal myofibroblast populations were heterogeneous and acquired a previously described tumor-promoting and immune-evading phenotype during invasive carcinogenesis. Conclusions: This study demonstrates the ability to perform high-resolution profiling of the transcriptomic changes that occur during multistep progression of cystic PDAC precursors to cancer. Notably, single-cell analysis provides an unparalleled insight into both the epithelial and microenvironmental heterogeneities that accompany early cancer pathogenesis and might be a useful substrate to identify targets for cancer interception. See related commentary by Hernandez-Barco et al., p. 2027
引用
收藏
页码:2194 / 2205
页数:12
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