A Cross-Species Analysis in Pancreatic Neuroendocrine Tumors Reveals Molecular Subtypes with Distinctive Clinical, Metastatic, Developmental, and Metabolic Characteristics

被引:144
作者
Sadanandam, Anguraj [1 ,2 ,3 ]
Wullschleger, Stephan [2 ]
Lyssiotis, Costas A. [4 ]
Groetzinger, Carsten [5 ]
Barbi, Stefano [6 ,7 ]
Bersani, Samantha [6 ,7 ]
Koerner, Jan [5 ]
Wafy, Ismael [2 ]
Cini, Andrea Maffi [6 ,7 ]
Lawlor, Rita T. [6 ,7 ]
Simbolo, Michele [6 ,7 ]
Asara, John M. [8 ]
Blaeker, Hendrik [9 ]
Cantley, Lewis C. [4 ]
Wiedenmann, Bertram [5 ]
Scarpa, Aldo [6 ,7 ]
Hanahan, Douglas [2 ]
机构
[1] SIB, Lausanne, Switzerland
[2] Ecole Polytech Fed Lausanne, Swiss Fed Inst Lausanne, Swiss Inst Expt Canc Res ISREC, CH-1015 Lausanne, Switzerland
[3] Inst Canc Res, Div Mol Pathol, London SW3 6JB, England
[4] Weill Cornell Med Coll, Meyer Canc Ctr, New York, NY USA
[5] Univ Med Berlin, Charite, Dept Gastroenterol & Hepatol, Campus Virchow Klinikum, Berlin, Germany
[6] Univ & Hosp Trust Verona, ARC Net Res Ctr, Verona, Italy
[7] Univ & Hosp Trust Verona, Dept Pathol & Diagnost, Verona, Italy
[8] Beth Israel Deaconess Med Ctr, Dept Med, Boston, MA 02215 USA
[9] Univ Med Berlin, Campus Virchow Klinikum, Charite, Inst Pathol, Berlin, Germany
基金
瑞士国家科学基金会;
关键词
ENDOCRINE TUMORS; GENE-EXPRESSION; SEMAPHORIN; 5A; GROWTH; CELLS; MOUSE; TUMORIGENESIS; ANGIOGENESIS; NEOPLASMS; RESPONSES;
D O I
10.1158/2159-8290.CD-15-0068
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Seeking to assess the representative and instructive value of an engineered mouse model of pancreatic neuroendocrine tumors (PanNET) for its cognate human cancer, we profiled and compared mRNA and miRNA transcriptomes of tumors from both. Mouse PanNET tumors could be classified into two distinctive subtypes, well-differentiated islet/insulinoma tumors (IT) and poorly differentiated tumors associated with liver metastases, dubbed metastasis-like primary (MLP). Human PanNETs were independently classified into these same two subtypes, along with a third, specific gene mutation-enriched subtype. The MLP subtypes in human and mouse were similar to liver metastases in terms of miRNA and mRNA transcriptome profiles and signature genes. The human/mouse MLP subtypes also similarly expressed genes known to regulate early pancreas development, whereas the IT subtypes expressed genes characteristic of mature islet cells, suggesting different tumorigenesis pathways. In addition, these subtypes exhibit distinct metabolic profiles marked by differential pyruvate metabolism, substantiating the significance of their separate identities. SIGNIFICANCE: This study involves a comprehensive cross-species integrated analysis of multi-omics profiles and histology to stratify PanNETs into subtypes with distinctive characteristics. We provide support for the RIP1-TAG2 mouse model as representative of its cognate human cancer with prospects to better understand PanNET heterogeneity and consider future applications of personalized cancer therapy. (C) 2015 AACR.
引用
收藏
页码:1296 / 1313
页数:18
相关论文
共 69 条
[1]   HYBRID INSULIN GENES REVEAL A DEVELOPMENTAL LINEAGE FOR PANCREATIC ENDOCRINE-CELLS AND IMPLY A RELATIONSHIP WITH NEURONS [J].
ALPERT, S ;
HANAHAN, D ;
TEITELMAN, G .
CELL, 1988, 53 (02) :295-308
[2]   Targeted next-generation sequencing of cancer genes dissects the molecular profiles of intraductal papillary neoplasms of the pancreas [J].
Amato, Eliana ;
dal Molin, Marco ;
Mafficini, Andrea ;
Yu, Jun ;
Malleo, Giuseppe ;
Rusev, Borislav ;
Fassan, Matteo ;
Antonello, Davide ;
Sadakari, Yoshihiko ;
Castelli, Paola ;
Zamboni, Giuseppe ;
Maitra, Anirban ;
Salvia, Roberto ;
Hruban, Ralph H. ;
Bassi, Claudio ;
Capelli, Paola ;
Lawlor, Rita T. ;
Goggins, Michael ;
Scarpa, Aldo .
JOURNAL OF PATHOLOGY, 2014, 233 (03) :217-227
[3]  
[Anonymous], 2010, WHO CLASSIFICATION T
[4]  
Bengtsson H., 2008, aroma. affymetrix: A generic framework in R for analyzing small to very large Affymetrix data sets in bounded memory
[5]  
Benitez C.M., 2012, COLD SPRING HARB PER, V4, P4, DOI DOI 10.1101/CSHPERSPECT.A012401
[6]   Adjustment of systematic microarray data biases [J].
Benito, M ;
Parker, J ;
Du, Q ;
Wu, JY ;
Xang, D ;
Perou, CM ;
Marron, JS .
BIOINFORMATICS, 2004, 20 (01) :105-114
[7]   Combining antiangiogenic agents with metronomic chemotherapy enhances efficacy against late-stage pancreatic islet carcinomas in mice [J].
Bergers, G ;
Hanahan, D .
COLD SPRING HARBOR SYMPOSIA ON QUANTITATIVE BIOLOGY, 2002, 67 :293-300
[8]   Benefits of targeting both pericytes and endothelial cells in the tumor vasculature with kinase inhibitors [J].
Bergers, G ;
Song, S ;
Meyer-Morse, N ;
Bergsland, E ;
Hanahan, D .
JOURNAL OF CLINICAL INVESTIGATION, 2003, 111 (09) :1287-1295
[9]   Metagenes and molecular pattern discovery using matrix factorization [J].
Brunet, JP ;
Tamayo, P ;
Golub, TR ;
Mesirov, JP .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (12) :4164-4169
[10]   Whole exome sequencing of insulinoma reveals recurrent T372R mutations in YY1 [J].
Cao, Yanan ;
Gao, Zhibo ;
Li, Lin ;
Jiang, Xiuli ;
Shan, Aijing ;
Cai, Jie ;
Peng, Ying ;
Li, Yanli ;
Jiang, Xiaohua ;
Huang, Xuanlin ;
Wang, Jiaqian ;
Wei, Qing ;
Qin, Guijun ;
Zhao, Jiajun ;
Jin, Xiaolong ;
Liu, Li ;
Li, Yingrui ;
Wang, Weiqing ;
Wang, Jun ;
Ning, Guang .
NATURE COMMUNICATIONS, 2013, 4