Identification of Pathogenetically Relevant Genes in Lymphomagenesis by shRNA Library Screens

Author(s):  
Vu N. Ngo
Keyword(s):  
2010 ◽  
Vol 12 (11) ◽  
pp. 927-933 ◽  
Author(s):  
Yuji Nishikawa ◽  
Tomoyasu Sugiyama
Keyword(s):  

Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 3570-3570
Author(s):  
Nancy Liu-Sullivan ◽  
Bhavneet Bhinder ◽  
David Shum ◽  
Christina Ramirez ◽  
Constantin Radu ◽  
...  

Abstract Abstract 3570 Despite extensive drug discovery efforts, drug-candidate failure and patients relapsing in the clinic remain as persistent problems. While insufficient drug-gene engagement leads to drug failure, de novo escape mutations give rise to patients relapsing, calling the need for systemic studies on how genes influence drug responsiveness. Towards this end, we have explored a functional short hairpin RNA (shRNA) based genomic screening platform aimed at interrogating drug-gene engagement and assessing its consequences on signaling pathways. We propose this concept as a novel way to evaluate drug candidates prior to clinical trials enabling liability assessment and predicting clinical outcome. We took advantage of the arrayed shRNA library produced in lentiviral particles and characterized by several obvious advantageous features including shRNA targeting one hairpin at a time and on the fly high content whole well microscopy imaging analysis. We carried out three parallel genomewide shRNA screens in the absence or presence of the novel CDC7 kinase inhibitor (MSK-777) at its IC20 and IC50 and have identified several gene candidates that influence MSK-777 sensitivity and resistance. These include synergizers that enhance MSK-777 sensitivity and rescuers that confer MSK-777 resistance. IPA analysis mapped clusters of these hits to multiple major pathways among them were the NF-kB pathway, the ubiquitin-proteasome pathway, DNA replication, and several epigenetic regulatory genes. We will present and discuss this concept together with the emerging pathways as a means to identify both key therapeutic targets and biomarkers of sensitivity and resistance. Thus, allowing for not only a broader applicability of assessing candidate genes that modulate specific drug agents, but also for the identification of a tailored and more efficacious therapeutic regimen to treat cancer. Disclosures: No relevant conflicts of interest to declare.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 2707-2707 ◽  
Author(s):  
Jamshid Sorouri Khorashad ◽  
Clinton C. Mason ◽  
Ira L. Kraft ◽  
Kimberly R. Reynolds ◽  
Anthony D. Pomicter ◽  
...  

Abstract Introduction BCR-ABL1 kinase domain mutations are detected in 30-60% of patients who develop resistance to tyrosine kinase inhibitors (TKIs) such as imatinib. However, the underlying mechanism(s) of resistance in the remaining patients are not known. To identify BCR-ABL1-independent mechanisms of resistance to TKIs, we used K562 cells that were adapted for long-term growth in 1 µM imatinib (K562-R). These cells lack BCR-ABL1 kinase domain mutations and survive despite continued suppression of BCR-ABL1 kinase activity. To screen for novel genes associated with BCR-ABL1-independent resistance, parental K562 and K562-R cells were lentivirally infected with a pooled shRNA library containing 27,000 shRNAs targeting ∼5,000 genes with known roles in cell signaling (Cellecta, Human Module 1). Using an unbiased, customized algorithm, we identified 18 genes with multiple shRNA hits that were depleted more than three-fold in K562-R cells compared to parental controls. Among the top five genes were RAN and XPO1 (CRM1), both of which encode components of a nucleocytoplasmic transport complex. Parental K562 cells also showed depletion for RAN and XPO1 shRNAs, suggesting a potential role in pathogenesis of CML and magnified activity in TKI resistance. Recently, enhanced expression of XPO1 was shown in Philadelphia chromosome positive leukemia and investigated as a potential therapeutic target in blast crisis CML (Walker et al. ASH 2012). Methods To validate the data from our shRNA library screen, we cloned a RAN shRNA into a tet-inducible lentiviral vector (Cellecta). Transduced parental and K562-R cells were treated with/out imatinib (2.5 mM) in the presence or absence of doxycycline. Parental and K562-R cells were treated with various concentrations of the oral XPO1 inhibitor Selinexor (KPT-330), which is now being evaluated in Phase 1 clinical trials in patients with solid and hematological malignancies. Following 72 hours of treatment, proliferation was measured by MTS assay (Promega). Additionally, CD34+ cells from newly diagnosed CML patients were lentivirally transduced with RAN shRNA and treated with/out imatinib (2.5 mM) in the presence or absence of doxycycline (n=3) or KPT-330 (n=1). Survival was assessed by colony formation assays. Normal cord blood CD34+cells were used as controls. Results Transduction of parental or K562-R cells with the inducible RAN shRNA and treatment with doxycycline reduced RAN mRNA levels by 57 and 76% respectively compared to the untreated control. This level of RAN suppression was sufficient to reduce the proliferation of parental K562 by 54%. It also reduced the IC50 of imatinib by > 3-fold in K562-R cells. In CD34+ cells from newly diagnosed CML patients, RAN shRNA alone had no significant effect on colony formation, whereas RAN shRNA in combination with imatinib (2.5 µM) reduced colony formation by 46% compared to imatinib alone. The IC50 of KPT-330 was 30-35% less in K562-R cells compared to parental controls suggesting a higher sensitivity of K562-R cells to XPO1 inhibition. We observed that 25 nM KPT-330 reduced colony formation by 52% in primary CML cells without reducing cord blood CD34+colonies. Combination of 2.5 µM imatinib and 25 nM KPT-330 reduced the colony formation significantly compared to imatinib alone in primary CML cells with no change in the control. Conclusion An unbiased, shRNA library screen and subsequent validations with primary CML cells suggested that the activity of nucleocytoplasmic transport is crucial for the survival of CML cells. Genetic and pharmacologic disruption revealed that nucleocytoplasmic transport is a target in both TKI sensitive and resistant CML cells. A deeper understanding of this pathway in CML will be important for understanding BCR-ABL1 independent resistance to TKI treatment Disclosures: Kauffman: Karyopharm Therapeutics Inc.: Employment, Equity Ownership, Membership on an entity’s Board of Directors or advisory committees, Patents & Royalties. Schacham:Karyopharm: Membership on an entity’s Board of Directors or advisory committees. Chenchik:Cellecta: Membership on an entity’s Board of Directors or advisory committees. Bonneau:Cellecta: Membership on an entity’s Board of Directors or advisory committees. Deininger:Bristol-Myers Squibb: Advisory Boards Other, Consultancy, Research Funding; Ariad Pharmaceuticals: Advisory Boards, Advisory Boards Other, Consultancy; Novartis: Advisory Boards, Advisory Boards Other, Consultancy, Research Funding; Celgene: Research Funding; Gilead Sciences: Research Funding.


2017 ◽  
Vol 3 (10) ◽  
pp. e1701383 ◽  
Author(s):  
Can Huang ◽  
Shourong Wu ◽  
Hong Ji ◽  
Xuesong Yan ◽  
Yudan Xie ◽  
...  
Keyword(s):  

2013 ◽  
Vol 430 (3) ◽  
pp. 987-992
Author(s):  
Guodong Yang ◽  
Lijun Yuan ◽  
Xiaozhao Lu ◽  
Zifan Lu ◽  
Libo Yao

2010 ◽  
Vol 107 (16) ◽  
pp. 7377-7382 ◽  
Author(s):  
M. Shtutman ◽  
A. Maliyekkel ◽  
Y. Shao ◽  
C. S. Carmack ◽  
M. Baig ◽  
...  

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