Pancreatic cancer prognosis is predicted by an ATAC-array technology for assessing chromatin accessibility

被引:24
作者
Dhara, S. [1 ,2 ]
Chhangawala, S. [3 ,4 ]
Chintalapudi, H. [1 ,2 ]
Askan, G. [5 ]
Aveson, V [5 ,6 ]
Massa, A. L. [1 ,2 ]
Zhang, L. [5 ]
Torres, D. [1 ,2 ]
Makohon-Moore, A. P. [5 ]
Lecomte, N. [5 ]
Melchor, J. P. [5 ]
Bermeo, J. [5 ]
Cardenas, A. [5 ]
Sinha, S. [5 ]
Glassman, D. [5 ]
Nicolle, R. [7 ]
Moffitt, R. [8 ]
Yu, K. H. [5 ]
Leppanen, S. [9 ]
Laderman, S. [9 ]
Curry, B. [9 ]
Gui, J. [1 ,2 ]
Balachandran, V. P. [5 ]
Iacobuzio-Donahue, C. [5 ]
Chandwani, R. [6 ]
Leslie, C. S. [4 ]
Leach, S. D. [1 ,2 ]
机构
[1] Dartmouth Geisel Sch Med, Hanover, NH 03755 USA
[2] Norris Cotton Canc Ctr, Hanover, NH 08103 USA
[3] Weill Cornell Grad Sch Med Sci, New York, NY USA
[4] Mem Sloan Kettering Canc Ctr, Computat Biol Program, 1275 York Ave, New York, NY 10021 USA
[5] Mem Sloan Kettering Canc Ctr, David M Rubenstein Ctr Pancreat Canc Res, New York, NY 10021 USA
[6] Weill Cornell Med, New York, NY USA
[7] Ligue Natl Canc, Programme Cartes Identite Tumeurs, Paris, France
[8] SUNY Stony Brook, Stony Brook, NY 11794 USA
[9] Agilent Technol, Santa Clara, CA USA
关键词
TUMOR; GEMCITABINE; THERAPIES; SURVIVAL; SUBTYPES; MODELS;
D O I
10.1038/s41467-021-23237-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Unlike other malignancies, therapeutic options in pancreatic ductal adenocarcinoma (PDAC) are largely limited to cytotoxic chemotherapy without the benefit of molecular markers predicting response. Here we report tumor-cell-intrinsic chromatin accessibility patterns of treatment-naive surgically resected PDAC tumors that were subsequently treated with (Gem)/Abraxane adjuvant chemotherapy. By ATAC-seq analyses of EpCAM(+) PDAC malignant epithelial cells sorted from 54 freshly resected human tumors, we show here the discovery of a signature of 1092 chromatin loci displaying differential accessibility between patients with disease free survival (DFS)<1 year and patients with DFS>1 year. Analyzing transcription factor (TF) binding motifs within these loci, we identify two TFs (ZKSCAN1 and HNF1b) displaying differential nuclear localization between patients with short vs. long DFS. We further develop a chromatin accessibility microarray methodology termed "ATAC-array", an easy-to-use platform obviating the time and cost of next generation sequencing. Applying this methodology to the original ATAC-seq libraries as well as independent libraries generated from patient-derived organoids, we validate 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 low-cost, clinically feasible technology for assessing chromatin accessibility profiles. ATAC-seq allows for the investigation of chromatin accessibility, a feature which can have important implications for gene regulation. Here the authors present ATAC-array to assess accessibility in human tumours and based on this predict disease prognosis.
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页数:9
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