Pancreatic cancer prognosis is predicted by a novel ATAC-array technology for assessing chromatin accessibility
S. Dhara, S. Chhangawala, H. Chintalapudi, G. Askan, V. Aveson, A. L. Massa, L. Zhang, A. P. Makohon-Moore, N. Lecomte, J. P. Melchor, J. Bermeo, A. Cardenas, S. Sinha, D. Glassman, R. Nicolle, R. Moffitt, K. Yu, S. Leppanen, S. Laderman, B. Curry, J. Gui, V. Balachandran, C. A. Iacobuzio-Donahue, R. Chandwani, C. S. Leslie, S. D. Leach
Abstract
We investigated tumor-cell-intrinsic chromatin accessibility patterns of pancreatic ductal adenocarcinoma (PDAC) by ATAC-seq on EpCAM+ PDAC malignant epithelial cells, sorted from 54 freshly resected human tumors, and discovered a signature of 1092 chromatin loci displaying differential accessibility between patients with disease free survival (DFS) 1 year. Analyzing transcription factor (TF) binding motifs within these loci, we identified two TFs (ZKSCAN1 and HNF1b) displaying differential nuclear localization between patients with short vs. long DFS. We further developed a novel chromatin accessibility microarray methodology termed "ATAC-Array", an easy-to-use platform obviating the time and cost of next generation sequencing. Applying this novel methodology to the original ATAC-seq libraries as well as independent libraries generated from patient-derived organoids, we validated ATAC-array technology in both the original ATAC-Seq cohort as well as in an independent validation cohort. We conclude that PDAC prognosis can be predicted by ATAC-array, which represents a novel, lowcost, clinically feasible technology for assessing chromatin accessibility profiles.
02 /Specification & Classification
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