Literature DB >> 33547202

Transcriptomic Analysis of Laser Capture Microdissected Tumors Reveals Cancer- and Stromal-Specific Molecular Subtypes of Pancreatic Ductal Adenocarcinoma.

David J Birnbaum1,2,3, Sebastian K S Begg1, Pascal Finetti3, Charles Vanderburg4, Anupriya S Kulkarni5, Azfar Neyaz5, Thomas Hank1, Eric Tai5, Vikram Deshpande6, François Bertucci3,7, Daniel Birnbaum3, Keith D Lillemoe1, Andrew L Warshaw1, Mari Mino-Kenudson6, Carlos Fernandez-Del Castillo1, David T Ting8, Andrew S Liss9.   

Abstract

PURPOSE: Pancreatic ductal adenocarcinoma (PDAC) lethality is multifactorial; although studies have identified transcriptional and genetic subsets of tumors with different prognostic significance, there is limited understanding of features associated with the minority of patients who have durable remission after surgical resection. In this study, we performed laser capture microdissection (LCM) of PDAC samples to define their cancer- and stroma-specific molecular subtypes and identify a prognostic gene expression signature for short-term and long-term survival. EXPERIMENTAL
DESIGN: LCM and RNA sequencing (RNA-seq) analysis of cancer and adjacent stroma of 19 treatment-naïve PDAC tumors was performed. Gene expression signatures were tested for their robustness in a large independent validation set. An RNA-ISH assay with pooled probes for genes associated with disease-free survival (DFS) was developed to probe 111 PDAC tumor samples.
RESULTS: Gene expression profiling identified four subtypes of cancer cells (C1-C4) and three subtypes of cancer-adjacent stroma (S1-S3). These stroma-specific subtypes were associated with DFS (P = 5.55E-07), with S1 associated with better prognoses when paired with C1 and C2. Thirteen genes were found to be predominantly expressed in cancer cells and corresponded with DFS in a validation using existing RNA-seq datasets. A second validation on an independent cohort of patients using RNA-ISH probes to six of these prognostic genes demonstrated significant association with overall survival (median 17 vs. 25 months; P < 0.02).
CONCLUSIONS: Our results identified specific signatures from the epithelial and the stroma components of PDAC, which add clarity to the nature of PDAC molecular subtypes and may help predict survival. ©2021 American Association for Cancer Research.

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Year:  2021        PMID: 33547202      PMCID: PMC8118131          DOI: 10.1158/1078-0432.CCR-20-1039

Source DB:  PubMed          Journal:  Clin Cancer Res        ISSN: 1078-0432            Impact factor:   13.801


  38 in total

1.  A comprehensive examination of Smad4, Smad6 and Smad7 mRNA expression in pancreatic ductal adenocarcinoma.

Authors:  P Singh; J D Wig; R Srinivasan; B D Radotra
Journal:  Indian J Cancer       Date:  2011 Apr-Jun       Impact factor: 1.224

Review 2.  Stromal biology of pancreatic cancer.

Authors:  Gerald C Chu; Alec C Kimmelman; Aram F Hezel; Ronald A DePinho
Journal:  J Cell Biochem       Date:  2007-07-01       Impact factor: 4.429

3.  Gene expression signature of advanced pancreatic ductal adenocarcinoma using low density array on endoscopic ultrasound-guided fine needle aspiration samples.

Authors:  B Bournet; A Pointreau; A Souque; N Oumouhou; F Muscari; B Lepage; P Senesse; M Barthet; N Lesavre; P Hammel; P Levy; P Ruszniewski; P Cordelier; L Buscail
Journal:  Pancreatology       Date:  2011-12-17       Impact factor: 3.996

4.  Whole genomes redefine the mutational landscape of pancreatic cancer.

Authors:  Nicola Waddell; Marina Pajic; Ann-Marie Patch; David K Chang; Karin S Kassahn; Peter Bailey; Amber L Johns; David Miller; Katia Nones; Kelly Quek; Michael C J Quinn; Alan J Robertson; Muhammad Z H Fadlullah; Tim J C Bruxner; Angelika N Christ; Ivon Harliwong; Senel Idrisoglu; Suzanne Manning; Craig Nourse; Ehsan Nourbakhsh; Shivangi Wani; Peter J Wilson; Emma Markham; Nicole Cloonan; Matthew J Anderson; J Lynn Fink; Oliver Holmes; Stephen H Kazakoff; Conrad Leonard; Felicity Newell; Barsha Poudel; Sarah Song; Darrin Taylor; Nick Waddell; Scott Wood; Qinying Xu; Jianmin Wu; Mark Pinese; Mark J Cowley; Hong C Lee; Marc D Jones; Adnan M Nagrial; Jeremy Humphris; Lorraine A Chantrill; Venessa Chin; Angela M Steinmann; Amanda Mawson; Emily S Humphrey; Emily K Colvin; Angela Chou; Christopher J Scarlett; Andreia V Pinho; Marc Giry-Laterriere; Ilse Rooman; Jaswinder S Samra; James G Kench; Jessica A Pettitt; Neil D Merrett; Christopher Toon; Krishna Epari; Nam Q Nguyen; Andrew Barbour; Nikolajs Zeps; Nigel B Jamieson; Janet S Graham; Simone P Niclou; Rolf Bjerkvig; Robert Grützmann; Daniela Aust; Ralph H Hruban; Anirban Maitra; Christine A Iacobuzio-Donahue; Christopher L Wolfgang; Richard A Morgan; Rita T Lawlor; Vincenzo Corbo; Claudio Bassi; Massimo Falconi; Giuseppe Zamboni; Giampaolo Tortora; Margaret A Tempero; Anthony J Gill; James R Eshleman; Christian Pilarsky; Aldo Scarpa; Elizabeth A Musgrove; John V Pearson; Andrew V Biankin; Sean M Grimmond
Journal:  Nature       Date:  2015-02-26       Impact factor: 49.962

5.  An epithelial-mesenchymal transition gene signature predicts resistance to EGFR and PI3K inhibitors and identifies Axl as a therapeutic target for overcoming EGFR inhibitor resistance.

Authors:  Lauren Averett Byers; Lixia Diao; Jing Wang; Pierre Saintigny; Luc Girard; Michael Peyton; Li Shen; Youhong Fan; Uma Giri; Praveen K Tumula; Monique B Nilsson; Jayanthi Gudikote; Hai Tran; Robert J G Cardnell; David J Bearss; Steven L Warner; Jason M Foulks; Steven B Kanner; Varsha Gandhi; Nancy Krett; Steven T Rosen; Edward S Kim; Roy S Herbst; George R Blumenschein; J Jack Lee; Scott M Lippman; K Kian Ang; Gordon B Mills; Waun K Hong; John N Weinstein; Ignacio I Wistuba; Kevin R Coombes; John D Minna; John V Heymach
Journal:  Clin Cancer Res       Date:  2012-10-22       Impact factor: 12.531

Review 6.  Pancreatic cancer.

Authors:  Anirban Maitra; Ralph H Hruban
Journal:  Annu Rev Pathol       Date:  2008       Impact factor: 23.472

7.  Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012.

Authors:  Jacques Ferlay; Isabelle Soerjomataram; Rajesh Dikshit; Sultan Eser; Colin Mathers; Marise Rebelo; Donald Maxwell Parkin; David Forman; Freddie Bray
Journal:  Int J Cancer       Date:  2014-10-09       Impact factor: 7.396

8.  Inter- and intra-tumoural heterogeneity in cancer-associated fibroblasts of human pancreatic ductal adenocarcinoma.

Authors:  Cindy Neuzillet; Annemilaï Tijeras-Raballand; Chanthirika Ragulan; Jérôme Cros; Yatish Patil; Matthieu Martinet; Mert Erkan; Jörg Kleeff; Jeremy Wilson; Minoti Apte; Marie Tosolini; Abigail S Wilson; Francesca R Delvecchio; Corinne Bousquet; Valérie Paradis; Pascal Hammel; Anguraj Sadanandam; Hemant M Kocher
Journal:  J Pathol       Date:  2019-02-22       Impact factor: 7.996

9.  MUC16 impacts tumor proliferation and migration through cytoplasmic translocation of P120-catenin in epithelial ovarian cancer cells: an original research.

Authors:  Xin Chen; Xiaoduan Li; Xinjing Wang; Qinyi Zhu; Xiaoli Wu; Xipeng Wang
Journal:  BMC Cancer       Date:  2019-02-22       Impact factor: 4.430

10.  Virtual microdissection identifies distinct tumor- and stroma-specific subtypes of pancreatic ductal adenocarcinoma.

Authors:  Richard A Moffitt; Raoud Marayati; Elizabeth L Flate; Keith E Volmar; S Gabriela Herrera Loeza; Katherine A Hoadley; Naim U Rashid; Lindsay A Williams; Samuel C Eaton; Alexander H Chung; Jadwiga K Smyla; Judy M Anderson; Hong Jin Kim; David J Bentrem; Mark S Talamonti; Christine A Iacobuzio-Donahue; Michael A Hollingsworth; Jen Jen Yeh
Journal:  Nat Genet       Date:  2015-09-07       Impact factor: 38.330

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  1 in total

Review 1.  Crosstalk between KRAS, SRC and YAP Signaling in Pancreatic Cancer: Interactions Leading to Aggressive Disease and Drug Resistance.

Authors:  Enrique Rozengurt; Guido Eibl
Journal:  Cancers (Basel)       Date:  2021-10-13       Impact factor: 6.639

  1 in total

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