bioRxivCancer BiologyPreprint
The Genetic Basis of Transcriptional and Spatial Heterogeneity of Basal-Like Features in Pancreatic Ductal Adenocarcinoma
A. Hayashi, J. Fan, R. Chen, Y.-j. Ho, A. P. Makohon-Moore, Y. Zhong, J. Hong, H. Sakamoto, M. A. Attiyeh, Z. A. Kohutek, L. Zhang, J. Huang, A. Boumiza, R. Kappagantula, P. Baez, L. D. Wood, R. H. Hruban, L. Marta, K. Chadalavada, G. J. Nanjangud, O. Basturk, D. S. Klimstra, M. Overholtzer, C. A. Iacobuzio-Donahue
Abstract
Recent studies indicate that pancreatic cancer expression profiles are variable and largely reflect a classical or basal-type phenotype. We performed genetic sequencing, RNA-seq, and histologic review of multiregion sampled pancreatic cancers and found that squamous and squamoid features, indicators of poor prognosis, correlate with a "basal-like" expressional type. Cancers with squamous features were more likely to have truncal mutations in chromatin modifier genes and intercellular heterogeneity for MYC amplification that was associated with entosis. In most patients the basal phenotype coexisted with a glandular component, and phylogenetic studies indicated that it arose from a subclonal population in the tumor. These data provide a unifying paradigm for understanding the interrelationship of basal-type features, squamous histology, and somatic mutations in chromatin modifier genes in the context of the clonal evolution of pancreatic cancer.
- organism: human
- assay: bulk RNA-seq
- research focus: cancer & tumor microenvironment
- research focus: clustering
- research focus: gene regulatory network inference
- approach: experimental assay
- approach: statistical model
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