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Series GSE167381 Query DataSets for GSE167381
Status Public on Apr 30, 2021
Title LKB1 inactivation initiates a chromatin remodeling cascade to drive metastatic progression
Organisms Homo sapiens; Mus musculus
Experiment type Genome binding/occupancy profiling by high throughput sequencing
Expression profiling by high throughput sequencing
Other
Summary Metastasis is the leading cause of cancer-related deaths, enabling cancer cells to expand to secondary tumor sites and compromise systemic organ function1. Given that primary tumors and metastases often share the same constellation of functional driver mutations2–4, the mechanisms driving their distinct phenotypes are unclear. Here, we show that inactivation of a frequently mutated tumor suppressor gene, liver kinase B1 (LKB1), has evolving effects throughout lung cancer progression, differentially re-programming the epigenetic landscape of early-stage primary tumors compared to late-stage metastases. By integrating genome-scale CRISPR/Cas9 screening with bulk and single-cell multi-omic analyses, we unexpectedly identify LKB1 as a master regulator of chromatin state in lung adenocarcinoma primary tumors. Using an in vivo model of metastatic progression, we further reveal that loss of LKB1 activates the early endoderm transcription factor SOX17 in metastases and metastatic-like sub-populations of cancer cells within primary tumors. SOX17 expression is both necessary and sufficient to drive a second wave of epigenetic changes in LKB1-deficient cells that enhances metastatic ability. Overall, our study demonstrates how the downstream effects of an individual driver mutation can change throughout cancer development, with implications for stage-specific therapeutic resistance mechanisms and the gene regulatory underpinnings of metastatic evolution.
 
Overall design Bulk ATAC-seq and bulk RNA-seq was performed on immortalized cell lines and murine lung adenocarcinoma primary tumors and metastases following gene perturbations and/or different treatment conditions. Single-cell ATAC-seq was performed on murine lung adenocarcinoma primary tumors of different genotypes. Genome-wide CRISPR screen was performed on immortalized cell lines of two different genotypes.
 
Contributor(s) Sarah P, Jeffrey G
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Submission date Feb 23, 2021
Last update date May 02, 2021
Contact name Jeffrey Michael Granja
E-mail(s) [email protected]
Organization name Stanford University
Department Genetics
Lab Greenleaf
Street address 279 Campus Drive W
City STANFORD
State/province CA
ZIP/Postal code 94305
Country USA
 
Platforms (2)
GPL21626 NextSeq 550 (Mus musculus)
GPL21697 NextSeq 550 (Homo sapiens)
Samples (441)
GSM5104096 bATAC-CM_LR1_sgArid1a_4OHT_Rep1
GSM5104097 bATAC-CM_LR1_sgArid1a_4OHT_Rep2
GSM5104098 bATAC-CM_LR1_sgArid1a_vehicle_Rep1
Relations
BioProject PRJNA704434
SRA SRP307840

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
GSE167381_RAW.tar 43.4 Gb (http)(custom) TAR (of BW, CSV, TSV)
GSE167381_Save_LKB1_ArchRProject.zip 3.9 Gb (ftp)(http) ZIP
GSE167381_Screen-Matrices-Combined-sgRNA-Counts.tsv.gz 5.0 Mb (ftp)(http) TSV
GSE167381_Screen-Matrices-Mageck-Results-Gene-Summary.txt.gz 646.5 Kb (ftp)(http) TXT
GSE167381_bATAC-Matrices-CM-Peak-Summarized-Experiment.rds.gz 24.7 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-CM-chromVAR-Summarized-Experiment.rds.gz 763.1 Kb (ftp)(http) RDS
GSE167381_bATAC-Matrices-CMTC-Peak-Summarized-Experiment.rds.gz 26.8 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-CMTC-chromVAR-Summarized-Experiment.rds.gz 825.6 Kb (ftp)(http) RDS
GSE167381_bATAC-Matrices-Human-Peak-Summarized-Experiment.rds.gz 48.2 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-Human-chromVAR-Summarized-Experiment.rds.gz 1.1 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-Initial-Peak-Summarized-Experiment.rds.gz 18.7 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-Initial-chromVAR-Summarized-Experiment.rds.gz 318.4 Kb (ftp)(http) RDS
GSE167381_bATAC-Matrices-Mouse-Peak-Summarized-Experiment.rds.gz 57.3 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-Mouse-chromVAR-Summarized-Experiment.rds.gz 1.1 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-SIK_Set1-Peak-Summarized-Experiment.rds.gz 15.2 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-SIK_Set1-chromVAR-Summarized-Experiment.rds.gz 447.5 Kb (ftp)(http) RDS
GSE167381_bATAC-Matrices-SIK_Set2-Peak-Summarized-Experiment.rds.gz 14.4 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-SIK_Set2-chromVAR-Summarized-Experiment.rds.gz 447.1 Kb (ftp)(http) RDS
GSE167381_bATAC-Matrices-SOX_LR1-Peak-Summarized-Experiment.rds.gz 14.3 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-SOX_LR1-chromVAR-Summarized-Experiment.rds.gz 256.2 Kb (ftp)(http) RDS
GSE167381_bATAC-Matrices-SOX_LR2-Peak-Summarized-Experiment.rds.gz 15.3 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-SOX_LR2-chromVAR-Summarized-Experiment.rds.gz 384.8 Kb (ftp)(http) RDS
GSE167381_bATAC-Matrices-TC-Peak-Summarized-Experiment.rds.gz 22.0 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-TC-chromVAR-Summarized-Experiment.rds.gz 572.2 Kb (ftp)(http) RDS
GSE167381_bATAC-Matrices-TKO-Peak-Summarized-Experiment.rds.gz 27.0 Mb (ftp)(http) RDS
GSE167381_bATAC-Matrices-TKO-chromVAR-Summarized-Experiment.rds.gz 826.3 Kb (ftp)(http) RDS
GSE167381_bRNA-Matrices-Initial-LKB1-Resoration.xlsx 8.3 Mb (ftp)(http) XLSX
GSE167381_bRNA-Matrices-Mouse-Tumor-Metastases-Matrices.xlsx 29.9 Mb (ftp)(http) XLSX
GSE167381_scATAC-LKB1-ChromVAR-Summarized-Experiment.rds.gz 218.8 Mb (ftp)(http) RDS
GSE167381_scATAC-LKB1-GeneScoreMatrix-Summarized-Experiment.rds.gz 131.7 Mb (ftp)(http) RDS
GSE167381_scATAC-LKB1-PeakMatrix-Summarized-Experiment.rds.gz 329.9 Mb (ftp)(http) RDS
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Raw data are available in SRA
Processed data provided as supplementary file
Processed data are available on Series record

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