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Series GSE207698 Query DataSets for GSE207698
Status Public on Apr 27, 2023
Title Epigenetic plasticity cooperates with emergent cell-cell interactions to drive neoplastic tissue remodeling in the pancreas [ATAC-seq]
Organism Mus musculus
Experiment type Genome binding/occupancy profiling by high throughput sequencing
Summary In pancreatic cancer, select cells within a homogeneous epithelium drive tumorigenesis in response to an environmental trigger, suggesting key uncharacterized roles for epigenetics and cellular context. To investigate epigenetic plasticity in early tumorigenesis, we performed single-cell transcriptional and chromatin accessibility sequencing of Kras-mutant pancreatic cancer models, encompassing initiation to malignant stages and wild-type tissue. Our analysis identifies a few progenitor states that correspond to known cells-of-origin, exhibit the greatest measured epigenetic plasticity, and are primed for diverse neoplastic fates. Plasticity is strongly associated with accessibility near receptor and ligand loci. We delineated robust communication modules and a feedback loop between IL33-expressing epithelial and immune cells with broad tissue impacts, which we confirmed by genetic perturbation in mice. Our results promise to nominate early interception strategies for this lethal cancer.
 
Overall design Characterization of single-cell chromatin accessibility (scATAC-seq) profiles of lineage-traced pancreatic epithelial cells (mKate2+) freshly-isolated by FACS-sorting from benign neoplasia (K3) or malignant (K5) pancreatic tissues: To characterize benign neoplasia (K3), KC;RIK (Ptf1a-Cre;RIK;LSLKrasG12D) mice were treated with caerulein at 5 weeks of age, and mKate2+ cells were subjected to scATAC-seq analyses 3 weeks thereafter. To characterize invasive disease (K5), pancreatic ductal adenocarcinoma (PDAC) cells were isolated from cancer lesions arising in autochthonous transgenic models (KPC;RIK (Ptf1a-Cre;RIK;LSL-KrasG12D;p53fl/+). Data from additional pre-malignant stages (K1, K2) were extracted from GSE137069, from KC-RIK mice treated with caerulein or PBS at 5 weeks of age, and analyzed 2 days thereafter. 2 biological replicates (independent mice) were used per experimental condition.
 
Contributor(s) Burdziak C, Alonso-Curbelo D, Pe'er D, Lowe SW
Citation(s) 37167403
Submission date Jul 07, 2022
Last update date Jun 02, 2023
Contact name Cassandra Burdziak
E-mail(s) burdziac@mskcc.org
Organization name Memorial Sloan Kettering Cancer Center
Street address 417 E 68th St
City New York City
State/province New York
ZIP/Postal code 10065
Country USA
 
Platforms (1)
GPL24247 Illumina NovaSeq 6000 (Mus musculus)
Samples (4)
GSM6310593 Epithelial_K3_scATAC1
GSM6310594 Epithelial_K3_scATAC2
GSM6310595 Epithelial_K5_scATAC1
This SubSeries is part of SuperSeries:
GSE207943 Epigenetic plasticity cooperates with emergent cell-cell interactions to drive neoplastic tissue remodeling in the pancreas
Relations
BioProject PRJNA856703

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE207698_ProgressionCohort_scATAC.h5ad.gz 598.6 Mb (ftp)(http) H5AD
GSE207698_RAW.tar 380.9 Mb (http)(custom) TAR (of H5)
GSE207698_README_scATAC.txt 802 b (ftp)(http) TXT
SRA Run SelectorHelp
Raw data are available in SRA
Processed data provided as supplementary file

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