The Proteomic Landscape of Pancreatic Ductal Adenocarcinoma Liver Metastases Identifies Molecular Subtypes and Associations with Clinical Response

被引:46
作者
Law, Henry C-H [1 ]
Lagundzin, Dragana [1 ]
Clement, Emalie J. [1 ]
Qiao, Fangfang [1 ]
Wagner, Zachary S. [1 ]
Krieger, Kimiko L. [1 ]
Costanzo-Garvey, Diane [2 ]
Caffrey, Thomas C. [1 ]
Grem, Jean L. [3 ]
DiMaio, Dominick J. [2 ]
Grandgenett, Paul M. [1 ]
Cook, Leah M. [2 ]
Fisher, Kurt W. [2 ]
Yu, Fang [4 ]
Hollingsworth, Michael A. [1 ]
Woods, Nicholas T. [1 ]
机构
[1] Univ Nebraska Med Ctr, Fred & Pamela Buffett Canc Ctr, Eppley Inst Res Canc, Omaha, NE 68198 USA
[2] Univ Nebraska Med Ctr, Coll Med, Dept Pathol & Microbiol, Omaha, NE 68198 USA
[3] Univ Nebraska Med Ctr, Div Hematol Oncol, Internal Med, Omaha, NE 68198 USA
[4] Univ Nebraska Med Ctr, Coll Publ Hlth, Dept Biostat, Omaha, NE 68198 USA
关键词
GEMCITABINE; SURVIVAL; THERAPY; TUMOR; EPIDEMIOLOGY; FOLFIRINOX; RESISTANCE; STATHMIN;
D O I
10.1158/1078-0432.CCR-19-1496
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Pancreatic ductal adenocarcinoma (PDAC) is a highly metastatic disease that can be separated into distinct subtypes based on molecular signatures. Identifying PDAC subtype-specific therapeutic vulnerabilities is necessary to develop precision medicine approaches to treat PDAC. Experimental Design: A total of 56 PDAC liver metastases were obtained from the UNMC Rapid Autopsy Program and analyzed with quantitative proteomics. PDAC subtypes were identified by principal component analysis based on protein expression profiling. Proteomic subtypes were further characterized by the associated clinical information, including but not limited to survival analysis, drug treatment response, and smoking and drinking status. Results: Over 3,960 proteins were identified and used to delineate four distinct PDAC microenvironment subtypes: (i) metabolic; (ii) progenitor-like; (iii) proliferative; and (iv) inflammatory. PDAC risk factors of alcohol and tobacco consumption correlate with subtype classifications. Enhanced survival is observed in FOLFIRINOX treated metabolic and progenitor-like subtypes compared with the proliferative and inflammatory subtypes. In addition, TYMP, PDCD6IP, ERAP1, and STMN showed significant association with patient survival in a subtype-specific manner. Gemcitabine-induced alterations in the proteome identify proteins, such as serine hydroxymethyltransferase 1, associated with drug resistance. Conclusions: These data demonstrate that proteomic analysis of clinical PDAC liver metastases can identify molecular signatures unique to disease subtypes and point to opportunities for therapeutic development to improve the treatment of PDAC.
引用
收藏
页码:1065 / 1076
页数:12
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