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Multi-omic profiling of lung and liver tumor microenvironments of metastatic pancreatic cancer reveals site-specific immune regulatory pathways

Authors :
Won Jin Ho
Rossin Erbe
Ludmila Danilova
Zaw Phyo
Emma Bigelow
Genevieve Stein-O’Brien
Dwayne L. Thomas
Soren Charmsaz
Nicole Gross
Skylar Woolman
Kayla Cruz
Rebecca M. Munday
Neeha Zaidi
Todd D. Armstrong
Marcelo B. Sztein
Mark Yarchoan
Elizabeth D. Thompson
Elizabeth M. Jaffee
Elana J. Fertig
Source :
Genome Biology, Vol 22, Iss 1, Pp 1-23 (2021)
Publication Year :
2021
Publisher :
BMC, 2021.

Abstract

Abstract Background The majority of pancreatic ductal adenocarcinomas (PDAC) are diagnosed at the metastatic stage, and standard therapies have limited activity with a dismal 5-year survival rate of only 8%. The liver and lung are the most common sites of PDAC metastasis, and each have been differentially associated with prognoses and responses to systemic therapies. A deeper understanding of the molecular and cellular landscape within the tumor microenvironment (TME) metastasis at these different sites is critical to informing future therapeutic strategies against metastatic PDAC. Results By leveraging combined mass cytometry, immunohistochemistry, and RNA sequencing, we identify key regulatory pathways that distinguish the liver and lung TMEs in a preclinical mouse model of metastatic PDAC. We demonstrate that the lung TME generally exhibits higher levels of immune infiltration, immune activation, and pro-immune signaling pathways, whereas multiple immune-suppressive pathways are emphasized in the liver TME. We then perform further validation of these preclinical findings in paired human lung and liver metastatic samples using immunohistochemistry from PDAC rapid autopsy specimens. Finally, in silico validation with transfer learning between our mouse model and TCGA datasets further demonstrates that many of the site-associated features are detectable even in the context of different primary tumors. Conclusions Determining the distinctive immune-suppressive features in multiple liver and lung TME datasets provides further insight into the tissue specificity of molecular and cellular pathways, suggesting a potential mechanism underlying the discordant clinical responses that are often observed in metastatic diseases.

Details

Language :
English
ISSN :
1474760X
Volume :
22
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Genome Biology
Publication Type :
Academic Journal
Accession number :
edsdoj.4cd9bd7ed8eb40259c3e0e809f852646
Document Type :
article
Full Text :
https://doi.org/10.1186/s13059-021-02363-6