Multimodal mapping of the tumor and peripheral blood immune landscape in human pancreatic cancer

被引:230
|
作者
Steele, Nina G. [1 ]
Carpenter, Eileen S. [2 ]
Kemp, Samantha B. [3 ]
Sirihorachai, Veerin R. [4 ]
The, Stephanie [5 ]
Delrosario, Lawrence [6 ]
Lazarus, Jenny [6 ]
Amir, El-ad David [7 ]
Gunchick, Valerie [8 ]
Espinoza, Carlos [6 ]
Bell, Samantha [6 ]
Harris, Lindsey [9 ]
Lima, Fatima [6 ]
Irizarry-Negron, Valerie [6 ]
Paglia, Daniel [9 ]
Macchia, Justin [6 ]
Chu, Angel Ka Yan [5 ]
Schofield, Heather [6 ]
Wamsteker, Erik-Jan [2 ]
Kwon, Richard [2 ]
Schulman, Allison [2 ]
Prabhu, Anoop [2 ]
Law, Ryan [2 ]
Sondhi, Arjun [2 ]
Yu, Jessica [2 ]
Patel, Arpan [2 ]
Donahue, Katelyn [4 ]
Nathan, Hari [6 ]
Cho, Clifford [6 ]
Anderson, Michelle A. [2 ]
Sahai, Vaibhav [8 ]
Lyssiotis, Costas A. [3 ,4 ,9 ]
Zou, Weiping [6 ]
Allen, Benjamin L. [1 ]
Rao, Arvind [4 ,5 ,10 ,11 ]
Crawford, Howard C. [3 ,4 ,9 ]
Bednar, Filip [6 ]
Frankel, Timothy L. [6 ]
di Magliano, Marina Pasca [1 ,3 ,4 ,6 ]
机构
[1] Univ Michigan, Dept Cell & Dev Biol, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Internal Med, Div Gastroenterol, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Mol & Cellular Pathol Grad Program, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Canc Biol Program, Ann Arbor, MI 48109 USA
[5] Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
[6] Univ Michigan, Dept Surg, Ann Arbor, MI 48109 USA
[7] Astrolabe Diagnost, Ft Lee, NJ USA
[8] Univ Michigan, Dept Internal Med, Div Hematol & Oncol, Ann Arbor, MI 48109 USA
[9] Univ Michigan, Dept Mol & Integrat Physiol, Ann Arbor, MI 48109 USA
[10] Univ Michigan, Michigan Inst Data Sci MIDAS, Ann Arbor, MI 48109 USA
[11] Univ Michigan, Dept Radiat Oncol, Ann Arbor, MI 48109 USA
关键词
DIFFERENTIAL EXPRESSION ANALYSIS; T-CELLS; DENDRITIC CELLS; MACROPHAGES; ACTIVATION; CYTOMETRY; DYNAMICS;
D O I
10.1038/s43018-020-00121-4
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Pancreatic ductal adenocarcinoma (PDA) is characterized by an immune-suppressive tumor microenvironment that renders it largely refractory to immunotherapy. We implemented a multimodal analysis approach to elucidate the immune landscape in PDA. Using a combination of CyTOF, single-cell RNA sequencing and multiplex immunohistochemistry on patient tumors, matched blood and non-malignant samples, we uncovered a complex network of immune-suppressive cellular interactions. These experiments revealed heterogeneous expression of immune checkpoint receptors in individual patients' T cells and increased markers of CD8(+) T cell dysfunction in the advanced disease stage. Tumor-infiltrating CD8(+) T cells had an increased proportion of cells expressing an exhausted expression profile that included upregulation of the immune checkpoint TIGIT, a finding that we validated at the protein level. Our findings point to a profound alteration of the immune landscape of tumors, and to patient-specific immune changes that should be taken into account as combination immunotherapy becomes available for pancreatic cancer. Using single-cell RNA sequencing, CyTOF and multiplex immunohistochemistry, Steele et al. survey the immune landscape in pancreatic cancers, adjacent tissue and blood, observing heterogeneous immune checkpoint receptor expression within patients.
引用
收藏
页码:1097 / +
页数:32
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