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Pooled CRISPR screening in pancreatic cancer cells implicates co-repressor complexes as a cause of multiple drug resistance via regulation of epithelial-to-mesenchymal transition
- Source :
- BMC Cancer, Vol 21, Iss 1, Pp 1-13 (2021), BMC Cancer
- Publication Year :
- 2021
- Publisher :
- BMC, 2021.
-
Abstract
- Background Pancreatic ductal adenocarcinoma (PDAC) patients suffer poor outcomes, including a five-year survival of below 10%. Poor outcomes result in part from therapeutic resistance that limits the impact of cytotoxic first-line therapy. Novel therapeutic approaches are needed, but currently no targeted therapies exist to treat PDAC. Methods To assess cellular resistance mechanisms common to four cytotoxic chemotherapies (gemcitabine, 5-fluorouracil, irinotecan, and oxaliplatin) used to treat PDAC patients, we performed four genome-wide CRISPR activation (CRISPRact) and CRISPR knock-out (CRISPRko) screens in two common PDAC cell lines (Panc-1 and BxPC3). We used pathway analysis to identify gene sets enriched among our hits and conducted RNA-sequencing and chromatin immunoprecipitation-sequencing (ChIP-seq) to characterize top hits from our screen. We used scratch assays to assess changes in cellular migration with HDAC1 overexpression. Results Our data revealed activation of ABCG2, a well-described efflux pump, as the most consistent mediator of resistance in each of our screens. CRISPR-mediated activation of genes involved in transcriptional co-repressor complexes also conferred resistance to multiple drugs. Expression of many of these genes, including HDAC1, is associated with reduced survival in PDAC patients. Up-regulation of HDAC1 in vitro increased promoter occupancy and expression of several genes involved in the epithelial-to-mesenchymal transition (EMT). These cells also displayed phenotypic changes in cellular migration consistent with activation of the EMT pathway. The expression changes resulting from HDAC1 activation were also observed with activation of several other co-repressor complex members. Finally, we developed a publicly available analysis tool, PancDS, which integrates gene expression profiles with our screen results to predict drug sensitivity in resected PDAC tumors and cell lines. Conclusion Our results provide a comprehensive resource for identifying cellular mechanisms of drug resistance in PDAC, mechanistically implicate HDAC1, and co-repressor complex members broadly, in multi-drug resistance, and provide an analytical tool for predicting treatment response in PDAC tumors and cell lines.
- Subjects :
- 0301 basic medicine
Cancer Research
Abcg2
Histone Deacetylase 1
Drug resistance
0302 clinical medicine
Cell Movement
Gene expression
CRISPR
RNA-Seq
RC254-282
0303 health sciences
biology
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Precision oncology
Phenotype
Drug Resistance, Multiple
Chromatin
3. Good health
Gene Expression Regulation, Neoplastic
Oncology
030220 oncology & carcinogenesis
Gene Knockdown Techniques
Chromatin Immunoprecipitation Sequencing
Efflux
Co-Repressor Proteins
Carcinoma, Pancreatic Ductal
Epithelial-Mesenchymal Transition
ABCG2
Antineoplastic Agents
03 medical and health sciences
Pancreatic cancer
Cell Line, Tumor
Genetics
medicine
Humans
Epithelial–mesenchymal transition
Gene
030304 developmental biology
Genome-wide screen
Research
medicine.disease
digestive system diseases
HDAC1
Multiple drug resistance
Pancreatic Neoplasms
030104 developmental biology
Drug Resistance, Neoplasm
Cancer research
biology.protein
CRISPR-Cas Systems
Subjects
Details
- Language :
- English
- ISSN :
- 14712407
- Volume :
- 21
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- BMC Cancer
- Accession number :
- edsair.doi.dedup.....07984fedc45a8a7cecffdadb7013c9be