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Chow, Donald

Mayo Clinic

Translational Genomics Research Institute

Citations 9

RNAi Screening of the Human Kinome Identifies Inhibition of WEE1 Kinase As Potent and Universal Sensitizing Target to Cytarabine in Leukemias
Chaudhuri, Leena, Hagelstrom, Tanner, McNally, Amanda, Chow, Donald, Buechel, Megan, Gonzales, Irma M. , Yin, Hongwei , Arora, Shilpi , Azorsa, David O. , Reeder, Craig B. , Noël, Pierre, Slack, James L., Demuth, Tim, Tibes, Raoul , Bogenberger, James M. , Braggio, Esteban , Mesa, Ruben A.

Blood | October 12, 2019 | Volume: 118 | Issue: 21 | Pages: 229-229

10.1182/blood.v118.21.229.229 Get It

Abstract Abstract 229 Introduction: Optimal rational combination targets with Cytarabine (AraC) have not been identified. After the development of a high-throughput, small-interfering RNA (siRNA) platform for suspension cells, we performed the first RNAi sensitizer screen of the human kinome with AraC in myeloid cell lines. Herein we present the final data of this first siRNA-sensitizer screen in leukemias in combination with AraC. Our results include full validation of the selected targets as well as ex vivo data assessing the first in class clinically tested WEE1 inhibitor MK1775 with AraC providing a pre-clinical rationale for using the combination of AraC with WEE1 inhibitors in leukemias. RNAi Screens and siRNA Validation: In siRNA sensitizer screens, we silenced 572 kinases of the human kinome in combination with AraC. Few kinases strongly sensitized to AraC and the targets CHEK1 and the WEE1 related kinase PKMYT1 emerged as the most potent genes whose silencing sensitized leukemia cells to AraC. In secondary siRNA validation experiments, silencing of WEE1 kinase was found to be more potent than silencing of CHEK1, PKMYT1 or other kinases (i.e. ATR, BRCA, AURKB) in combination with AraC treatment. Importantly, the sensitizing activity observed with WEE1 inhibition was universal across all AML cell lines examined, whereas it was not for CHEK1 inhibition. siRNA assays were robust, exhibiting little (<10%) non-specific toxicity and siRNA silencing was specific for individual genes (i.e. WEE1 or CHEK1) as demonstrated by selective reduction of mRNA and protein level for the respective genes; confirming the validity of the siRNA assay. Pharmacological WEE1 Inhibitor Experiments In vitro and Ex vivo: In vitro treatment of eight AML, ALL and CML cell lines with commercial and the first clinically developed WEE1 kinase inhibitor MK1775, demonstrated strong sensitization to AraC up to 97-fold in individual cell lines. Ex vivo, MK1775 substantially reduced viability in 13 of 14 AML, MDS and CML patient samples compared to AraC alone. The optimal dose to achieve maximum sensitization was observed for AraC between ∼10–120 nM and for MK1775 between 200–400 nM. Synergy at these optimal concentrations was confirmed in all ex vivo samples tested for which sufficient data for analysis with CalcuSyn Software was available (n=7): with Combination Indices (CI) ranging from 0.21–0.45. At higher AraC and MK1775 concentrations antagonism was observed both ex vivo and in vitro. Thus, we have also established optimal suggested concentration dose ranges for the currently ongoing design of a clinical trial. Clinically relevant, WEE1 is expressed in primary AML, ALL and advanced CML specimens with a trend towards higher expression in relapsed samples. However, there was no direct correlation with WEE1 mRNA expression or TP53 status. Our initial in vitro experiments further suggest that inhibition of WEE1 with MK1775 in combination with AraC at optimal concentrations was associated with higher degree of caspase 3 cleavage, DNA damage induction as measured by gamma-H2AX, and greatest inhibition of proliferation. Thereby establishing a context of optimal drug concentration ranges with molecular correlates and anti-leukemic activity directly informing design of the clinical trial and correlative biomarkers. In conclusion, data from this first siRNA sensitizer screen of the kinome in leukemias identifies inhibition of WEE1 kinase as the most potent sensitizing target to AraC. Inhibiting WEE1 with pharmacological inhibitors in combination with AraC is a rational treatment strategy for myeloid and lymphoid leukemias that warrants clinical investigation. Furthermore, our RNAi loss-of-function genomics approach has high potential to rapidly identify and validate crucial genes whose inhibition modulate the response to cytotoxic agents. Establishment of the siRNA sensitizer platform allows accelerating the development of new rational combinations for leukemia therapy. Disclosures: Off Label Use: AraC in combination with the experimental Wee1 inhibitor MK1775. Mesa:NS Pharma: Research Funding; Astra Zeneca: Research Funding; SBio: Research Funding; Lilly: Research Funding; Incyte: Research Funding; Celgene: Research Funding. Demuth:Merck and CO: Employment.
Pharmacological Validation Of Potentiating Targets From SAHA RNA-Interference Modifier Screens In Acute Myeloid Leukemia
Chow, Donald, Kassner, Michelle, Fauble, Veena, Yin, Hongwei , Bogenberger, James M. , Rudd, James , Mesa, Ruben A. , Greene, Casey S. , Tibes, Raoul

Blood | October 12, 2019 | Volume: 122 | Issue: 21 | Pages: 3832-3832

10.1182/blood.v122.21.3832.3832 Get It

Abstract The lysine deacetylase inhibitor suberoylanilide acid (SAHA) exhibits promising but limited activity in the treatment of acute myeloid leukemia (AML). To identify potential targets for rational combination therapies that increase the efficacy of SAHA in AML, we performed a functional RNA-interference (RNAi) drug modifier screen to identify genes that, when inhibited, potentiate or antagonize the in vitro anti-leukemic activity of SAHA. A total of 901 kinase, phosphatase and closely associated signaling genes were silenced in TF-1, HEL and THP-1 cells, with four different siRNA sequences per gene, both alone and in combination with SAHA treatment. Screen hit lists for each cell line were over-laid on an integrated functional relationship network. A community detection algorithm was then applied to this sub-network and siRNA sensitive modules were identified. Each module represents a highly connected set of genes in the integrated network. To identify pathways represented by each module, enrichment was evaluated using the National Cancer Institute (NCI) Protein Interaction Database (PID) pathways. Both cell line-specific and universal sensitizing targets, grouped into a small number of pathways, emerged from these screens. Seven pharmacologic inhibitors interfering with these pathways have been assessed in a panel of four or five AML cell lines, including SET-2, TF-1, HEL, THP-1, and OCI-AML3. Of the seven tested inhibitors targeting SAHA sensitizing networks, one combination exhibiting universal SAHA sensitization in all AML cell lines tested was further assessed in drug dose response assays using ex vivo cultures of bone marrow mononuclear cell populations derived from patients with various myeloid malignancies. The combination demonstrated “one-sided” SAHA EC50 fold-enhancement, as well as strong synergy by “two-sided” CalcuSyn combination index determination in all ex vivo specimens examined to date (N=6), including polycythemia vera (PV), chronic myelomonocytic leukemia (CMML), myelodysplastic syndrome/myeloproliferative neoplasm (MDS/MPN) overlap syndrome, MDS transformed to AML, and de novo AML samples. Thus, this first reported large-scale SAHA RNAi modifier screen in AML has identified a specific pathway/target whose inhibition broadly synergizes with HDAC inhibition in myeloid malignancies. A novel compound putatively targeting this respective pathway/target is currently in early clinical development and has shown limited single-agent activity. With the full dataset presented, we will propose a novel rational combination to enhance the activity of HDAC inhibition in AML and other myeloid malignancies that could be translated into design of a clinical trial. Disclosures: No relevant conflicts of interest to declare.
Phosphatase RNA-Interference Lethality Screening with Suberoylanilide Hyrdoxamic Acid In Myeloid Cell Lines
Kassner, Michelle, Chow, Donald, Yin, Holly, Bogenberger, James M. , Tibes, Raoul

Blood | October 9, 2019 | Volume: 116 | Issue: 21 | Pages: 1851-1851

10.1182/blood.v116.21.1851.1851 Get It

Abstract Abstract 1851 Background: In previous work we performed RNAi sensitizer screening of epigenetic modulation with 5-Azacytidine and the human kinome. Few kinase hits were identified. Therefore we asked if phosphatases might be involved in modulating epigenetic therapies. Thus in order to identify potentiators of the histone deacetylase inhibitor suberoylanilide hydroxamic acid (SAHA) we performed high-throughput RNA-interference (RNAi) lethality screening using the myeloid cell lines HEL, THP-1 and TF-1 in combination with SAHA. Methods: A small-interfering RNA (siRNA) library targeting 206 phosphatases with 4 sequences per target gene was used for this study. siRNA were transfected in a single-siRNA-per-well format in 384-well plates using commercial lipid-based transfection reagents. Non-silencing siRNA were included as negative controls to access non-specific siRNA toxicity and universal lethal siRNA were included as positive controls to indirectly assess functional transfection efficiency. After a 96 hour incubation period, cell viability/proliferation was measured with Cell Titer Glo. For analysis of screen data, log2 values of (SAHA + siRNA treatment/siRNA treatment only) were calculated. Potentiation was defined as two standard deviations from the median log2 ratio of all siRNA (excluding positive controls) on a plate-by-plate basis. Hits were defined as ≥ 2/4 siRNA sequences meeting potentiation criteria. Results: Transfection efficiency was 95, 90 and 70% for HEL, THP-1 and TF-1, respectively. All three cell lines were similarly sensitive to SAHA with IC50 values of 0.3, 0.4 and 0.6 μM for HEL, THP-1 and TF-1, respectively. Resulting SAHA concentrations for screens were between the IC5 to IC30. For THP-1, 5 phosphatases qualified according to the hit selection criteria applied indicating strong potentiation to SAHA. Of these 5 hits, 3 did not exhibit strong reductions in viability with siRNA alone, suggesting a SAHA-dependent relationship. For HEL and TF-1, although no phosphatases met the strict selection cutoff, there were several phosphatases exhibiting potentiation, suggesting biological relevance. The primary screening data and preliminary analysis will be validated with rigorous secondary experimentation and top hits for all cell lines will be investigated and advanced. Conclusions: While there are numerous kinase inhibitors in the clinic and in preclinical development, phosphatases are much less explored as therapeutic targets. Validated potentiating targets from this RNAi screen can facilitate the development of rational SAHA combination therapies. Disclosures: No relevant conflicts of interest to declare.
Phosphatome and Kinome RNAi Screen In Leukemia
Chow, Donald, Gonzales, Irma M. , Azorsa, David O. , Yin, Holly, Tibes, Raoul , Bogenberger, James M.

Blood | October 9, 2019 | Volume: 116 | Issue: 21 | Pages: 180-180

10.1182/blood.v116.21.180.180 Get It

Abstract Abstract 180 Background: Proliferative signals in myeloid malignancies/leukemias are often driven by kinase activating events. Phosphatases often counteract these effects, though some phosphatases are oncogenes as well. To characterize these opposing signaling networks and build a loss of function intervention map, we performed the first phosphatome RNAi screen in conjunction with a kinome RNAi screen in myeloid leukemia cells. Methods: Four myeloid cell lines, TF-1, THP-1, HEL and MDS-L were incubated with siRNA against 206 phosphatases and 711 kinases with 4 different siRNA sequences (4x) per gene. After 96 hours, viability/proliferation was assessed by luminescence with Cell Titer Glo. Tranfection efficacy was determined by the ratio of the median of an universal lethal control vs. all siRNA. Normalization was done calculating the percent of sample median according to % proliferation = [siRNA signal × 100] / [median all siRNA signals]. Hits were defined using the median absolute deviation (MAD) of > 2 standard deviation above or below the individual siRNA signal (Birmingham et al, Nature Methods 2009) for at least 2 of 4 siRNA per gene. Results: Transfection efficacy was around 70, 95, 95 and 80 percent for TF-1, THP-1, HEL and MDS-L cells respectively. In TF-1, five kinases met hit selection criteria reducing proliferation whereas surprisingly no phosphatase was a hit. In THP-1, five kinases each reduced or increased proliferation respectively and only one phosphatase was a hit altogether increasing proliferation upon siRNA silencing. A different trend was seen in HEL cells: siRNA silencing of 16 kinases decreased and silencing of one kinase increased proliferation. Interestingly, inhibition of six phosphatases reduced proliferation in HEL whereas none increased proliferation. In MDS-L cells, siRNA inhibition of 9 kinases reduced and of 1 kinases increased viability respectively; inhibition of two phosphatases increased and of one decreased viability. The most common universal hit was PLK1 across 3 of 4 cell lines. No phosphatase was found to be a common hit across several lines. Conclusion: RNAi kinome-phosphatome profiling of 917 phosphatases and kinases reveals distinct signaling patterns among representative myeloid leukemia cell lines. Some cell lines, like HEL, which harbors a Jak2 mutation, are possibly more driven by kinase activating events but also show putative phosphatases as therapeutic targets. Candidate kinases whose siRNA silencing reduces viability/proliferation may uncover synthetic lethal interactions between known mutational and genomic abnormalities. The identified siRNA hits are potential novel targets for drug development. This combined functional genomics approach also highlights the complexity of signaling and that inhibition of some kinases can accelerate growth at least in vitro, e.g. inhibition of PIM3 in THP-1 cells. Phosphatases are an emerging network of cellular regulators with occasional oncogenic potential. A “loss-of-phosphatome/ase” RNAi approach is a fast way to gain new insights into the complex and little researched field. Disclosures: No relevant conflicts of interest to declare.
Identification of aurintricarboxylic acid as a selective inhibitor of the TWEAK-Fn14 signaling pathway in glioblastoma cells
Roos, Alison , Mathews, Ian T. , Inge, Landon J. , Tuncali, Serdar, Hartman, Lauren, Chow, Donald, Millard, Nghia , Yin, Holly, Kloss, Jean , Loftus, Joseph C. , Winkles, Jeffrey A. , Tran, Nhan L. , Dhruv, Harshil , Berens, Michael E. , Tran, Nhan L

Oncotarget | January 18, 2017 | Volume: 8 | Issue: 7 | Pages: 12234-12246

10.18632/oncotarget.14685 Get It

Abstract 1780: Identification and characterization of L524-0366 as a small molecule inhibitor that disrupt TWEAK-Fn14 signaling in glioblastoma
Loftus, Joseph C. , Narang, Pooja, Chow, Donald, Yin, Holly, Meurice, Nathalie , Tran, Nhan L. , Dhruv, Harshil , Petit, Joachim L. , Berens, Michael E. , Tran, Nhan L

Cancer Research | May 4, 2015 | Volume: 74 | Issue: 19_Supplement | Pages: 1780-1780

10.1158/1538-7445.am2014-1780 Get It

Abstract Deregulation of the TWEAK-Fn14 signaling pathway is observed in many diseases including inflammation, autoimmune diseases, and cancer, notably glioblastoma. Activation of Fn14 signaling by TWEAK binding triggers glioma cell invasion and survival and therefore represents an attractive pathway for therapeutic intervention. Based on structural studies of the TWEAK-binding cysteine rich domain of Fn14, several homology models of TWEAK were built to investigate plausible modes of TWEAK-Fn14 interaction. Two promising models, centered on different anchoring residues of TWEAK [Tyrosine 176 (Y176) and Tryptophan 231 (W231)], were prioritized using a data-driven strategy. Site-directed mutagenesis of TWEAK at Y176, but not W231, resulted in the loss of TWEAK binding to Fn14 substantiating Y176 as the anchoring residue. Importantly, mutation of TWEAK at Y176 did not disrupt TWEAK trimerization, but failed to induce Fn14 mediated nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) signaling. The validated structural models were utilized in a virtual screen to design a targeted library of small molecules predicted to disrupt the TWEAK-Fn14 interaction. 129 small molecules were screened iteratively, with identification of molecules producing up to 37% inhibition of TWEAK-Fn14 binding. One specific compound, L524-0366 binds specifically to the Fn14 receptor and disrupt TWEAK-Fn14 interaction. Treatment of L524-0366 suppresses TWEAK-induced cell migration and survival in glioblastoma cells. In summary, we present a data-driven in silico study revealing key structural elements of the TWEAK-Fn14 interaction, followed by experimental validation, serving as a guide for the design of small molecule inhibitors of the TWEAK-Fn14 ligand-receptor interaction. Our results provide the foundation for further exploration utilizing L524-0366 as a small molecule inhibitor to the TWEAK-Fn14 signaling axis. Citation Format: Harshil D. Dhruv, Joseph C. Loftus, Pooja Narang, Joachim L. Petit, Donald Chow, Holly Yin, Michael Berens, Nathalie Meurice, Nhan L. Tran. Identification and characterization of L524-0366 as a small molecule inhibitor that disrupt TWEAK-Fn14 signaling in glioblastoma. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 1780. doi:10.1158/1538-7445.AM2014-1780
Abstract A28: Identification of HDAC inhibitor potentiating targets in acute myeloid leukemia cells by large-scale RNA-interference
Chow, Donald, Kassner, Michelle, Yin, Holly, Bogenberger, James M. , Rudd, James , Greene, Casey S. , Tibes, Raoul

Molecular Cancer Therapeutics | August 14, 2014 | Volume: 12 | Issue: 5_Supplement | Pages: A28-A28

10.1158/1535-7163.pms-a28 Get It

Abstract The lysine deacetylase inhibitor suberoylanilide acid (SAHA) has shown promising but limited activity in the treatment of acute myeloid leukemia (AML). To identify potential targets for rational combination therapies that increase the efficacy of SAHA in AML, we used a functional RNA-interference (RNAi) screening approach to identify genes, that when inhibited, potentiate the in vitro anti-leukemic activity of SAHA. A total of 901 kinase, phosphatase and associated signaling genes were silenced, with four different siRNA sequences per gene, in combination with SAHA treatment. Log2 values of the ratio [(siRNA + SAHA)/(siRNA alone)] were calculated, with median and standard deviation determined on a per-plate basis. Hits were defined as ≥ 2 standard deviations from the log2 ratio median. Hit lists for each cell line were over-laid on an integrated functional relationship network. We applied a community detection algorithm to this sub-network and identified siRNA sensitive modules. Each module represents a highly connected set of genes in the integrated network. To identify the pathways represented by each module, we evaluated enrichment using the National Cancer Institute (NCI) Protein Interaction Database (PID) pathways. Several novel sensitizing targets, grouped into a small number of pathways, emerged from these screens. Some hits exhibit little to no anti-leukemic activity when silenced alone, indicative of synthetic lethal interaction with SAHA treatment. Initial validation experiments with siRNA and novel small molecule inhibitors confirm RNAi screen results and pharmacological sensitization is observed. The first reported large-scale HDAC inhibitor RNAi screen in leukemias has identified a novel rational combination that can be translated into design of a clinical trial. Citation Format: James M. Bogenberger, James E. Rudd, Donald Chow, Michelle Kassner, Holly Yin, Casey S. Greene, Raoul Tibes. Identification of HDAC inhibitor potentiating targets in acute myeloid leukemia cells by large-scale RNA-interference. [abstract]. In: Proceedings of the AACR Precision Medicine Series: Synthetic Lethal Approaches to Cancer Vulnerabilities; May 17-20, 2013; Bellevue, WA. Philadelphia (PA): AACR; Mol Cancer Ther 2013;12(5 Suppl):Abstract nr A28.
Abstract 5457: Contexts of vulnerability mediating TMZ response in metastatic melanoma
Yin, Holly, Brooks, Bradford, Chow, Donald, Sereduk, Chris , Sekulić, Aleksandar , Trent, Jeff, Brown, Kevin R.

Cancer Research | June 27, 2012 | Volume: 71 | Issue: 8_Supplement | Pages: 5457-5457

10.1158/1538-7445.am2011-5457 Get It

Abstract Metastatic malignant melanoma is an incurable disease with average 5-year survival rates for patients with disseminated disease ranging from 5-18%. Despite the recent development of promising targeted and immunological approaches for treatment of melanoma patients, there remains an urgent need to improve the effectiveness of conventional chemotherapeutics such as TMZ treatment for those patients ineligible or unresponsive to these approaches. We hypothesized that genetic alterations or contexts of vulnerability (COVs) exist in melanoma cells that mediate sensitivity to TMZ, and thus developed RNA-interference-based (RNAi) TMZ chemosensitization assays in melanoma cell lines in order to better understand how to pharmacologically augment TMZ response. First, we extensively developed RNAi sensitization assay in 17 melanoma cell lines followed by screening siRNA kinome library in these cell lines. This screening result, combined with our previous melanoma genomic data (gene expression, aCGH, SNP, and gene mutations), would prioritize the critical essential genes in melanoma. In addition, we profiled 17 melanoma cell lines for TMZ sensitivity and subsequently optimized RNAi screening parameters for detection of TMZ sensitization in one sensitive (UACC903) and four resistant (UACC647, UACC1308, UACC91 and UACC1940) cell lines. We then performed high-throughput RNAi screens with a 7,000 gene siRNA library targeting the druggable genome in these five cell lines. The data from the screens were rigorously evaluated and top TMZ-sensitizing hits were identified and confirmed. Based on these data, we prioritized the ATR/ATM/Chk1 pathway for further evaluation. We tested two Chk1 inhibitors for synergistic effects when combined with TMZ. Notably, both Chk1 inhibitors demonstrated good synergistic effects in the TMZ-resistant cell lines, with moderate/marginal effects in the sensitive line UACC903. These data are consistent with previous reports that inhibition of Chk1 can sensitize TMZ-induced cytotoxicity in glioma cells, and suggest that targeting this pathway in melanoma may augment TMZ response in melanoma. We are presently following up these results across a larger panel of melanoma cell lines, as well as evaluating pharmacological inhibitors of additional TMZ-sensitizing siRNA hits and pathways with the hope that these results may serve as a starting point for the development of novel combination therapies for melanoma patients. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr 5457. doi:10.1158/1538-7445.AM2011-5457
RNAi screening of the kinome with cytarabine in leukemias
Tibes, Raoul , Bogenberger, James M. , Chaudhuri, Leena, Hagelstrom, R. Tanner, Chow, Donald, Buechel, Megan, Gonzales, Irma M. , Demuth, Tim, Slack, James L., Braggio, Esteban , Yin, Hongwei , Arora, Shilpi , Azorsa, David O. , Mesa, Ruben A. , Braggio, Esteban , Bogenberger, James

Blood | January 21, 2012 | Volume: 119 | Issue: 12 | Pages: 2863-2872

10.1182/blood-2011-07-367557 Get It

AbstractTo identify rational therapeutic combinations with cytarabine (Ara-C), we developed a high-throughput, small-interference RNA (siRNA) platform for myeloid leukemia cells. Of 572 kinases individually silenced in combination with Ara-C, silencing of 10 (1.7%) and 8 (1.4%) kinases strongly increased Ara-C activity in TF-1 and THP-1 cells, respectively. The strongest molecular concepts emerged around kinases involved in cell-cycle checkpoints and DNA-damage repair. In confirmatory siRNA assays, inhibition of WEE1 resulted in more potent and universal sensitization across myeloid cell lines than siRNA inhibition of PKMYT1, CHEK1, or ATR. Treatment of 8 acute myeloid leukemia (AML), acute lymphoblastic leukemia (ALL), and chronic myeloid leukemia (CML) cell lines with commercial and the first-in-class clinical WEE1 kinase inhibitor MK1775 confirmed sensitization to Ara-C up to 97-fold. Ex vivo, adding MK1775 substantially reduced viability in 13 of 14 AML, CML, and myelodysplastic syndrome patient samples compared with Ara-C alone. Maximum sensitization occurred at lower to moderate concentrations of both drugs. Induction of apoptosis was increased using a combination of Ara-C and MK1775 compared with using either drug alone. WEE1 is expressed in primary AML, ALL, and CML specimens. Data from this first siRNA-kinome sensitizer screen suggests that inhibiting WEE1 in combination with Ara-C is a rational combination for the treatment of myeloid and lymphoid leukemias.