Clinical and genomic features of the morphological subtypes in advanced pancreatic cancer.
Abstract
765 Background: In resected pancreatic cancer (PDA), morphology from routine histopathology slides provides a rapid inexpensive biomarker that predicts overall survival and correlates with transcriptomic subtypes. In this study, we evaluated clinical and genomic associations of morphological subtypes in resected and advanced disease and validated the consistency of subtypes in patient-derived organoids (PDO) and mouse xenografts (PDXs) during in vitro and in vivo modeling. Methods: Our cohort included PDA tumor tissues from 152 resectable (stage I/II) and 228 advanced cases (Stage III/IV). Hematoxylin and eosin-stained slides were blindly reviewed by two pathologists and classified into subtypes based on Kalimuthu (1). Morphological subtypes were correlated with clinical and genomic data from whole-genome and transcriptome sequencing. Histological preparations from PDOs and PDXs obtained from pancreatic resections and metastases were reviewed using the same criteria. Results: Morphological subtypes were significantly associated with clinical patterns. Locally advanced PDA exhibited the highest proportion of glandular tumors. Metastatic tumors were enriched for non-glandular morphologies. The non-glandular morphologies were significantly associated with lower survival rates in both resected and advanced tumors. Furthermore, morphological subtypes were significantly associated with unique genomic alterations. Compared to glandular tumors, non-glandular tumors were associated with increased KRAS copy number, KRAS imbalances, and polyploid genomes. In advanced settings, glandular and non-glandular tumors mostly exhibited classical and basal-like transcriptional subtypes, respectively. Squamous tumors had the highest mutation burden and the highest proportion of Basal A signature (2). Using differential gene expression, we identified transcriptional signatures of the morphological subtypes. PDOs and PDXs maintained the morphological subtypes, although non-glandular tumors had a lower success rate for PDO establishment. Conclusions: Morphological subtypes have distinct clinical and genomic associations across all stages of pancreatic cancer, which can be consistently modeled both in vitro and in vivo . These results demonstrate that morphological subtyping offers a rapid and biologically-relevant classification of PDA that could be used for drug development and stratification to predict therapy selection. 1. Gut; 69:317-328 (2020). 2. Nat Gen; 52:231-240 (2020).
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (20)
Eugenia Flores-Figueroa
Yuanchang Fang
University Health Network, Toronto, ON, Canada
Maryam Monajemzadeh
Ayah Elqaderi
University Health Network, Toronto, ON, Canada
Tom Ouellette
Ontario Institute for Cancer Research (OICR); Department of Molecular Genetics at University of Toronto, Toronto, ON, Canada
Amy Zhang
Gun Ho Jang
Karen Ng
Milena Gallucci
University Health Network, Toronto, ON, Canada
Zhen-Mei Liu
University Health Network, Toronto, ON, Canada
Nikolina Radulovich
University Health Network, Toronto, ON, Canada
Nhu An Pham
University Health Network, Toronto, ON, Canada
Anna Dodd
Julie Wilson
Erica S Tsang
Princess Margaret Cancer Centre, Toronto, ON, Canada
Steven Gallinger
Jennifer J. Knox
Grainne M. O'Kane
St Vincent's University Hospital, Dublin, Ireland
Faiyaz Notta
Robert C Grant
Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada