Next-Generation NAMPT Inhibitors For ALL Identified By Sequential High-Throughput Phenotypic Chemical and Functional Genomic Screens

Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 171-171
Author(s):  
Michael C. Wei ◽  
Christina J. Matheny ◽  
Michael C. Bassik ◽  
Alicia J. Donnelly ◽  
Martin Kampmann ◽  
...  

Abstract There is a critical need for new agents with novel therapeutic targets and improved safety profiles in high-risk acute lymphoblastic leukemia (ALL), which is a significant cause of morbidity and mortality in pediatric and adult populations. Phenotypic high-throughput chemical screens allow for discovery of small molecules that modulate complex phenotypes and provide lead compounds for novel therapies; however, identification of their mechanistically relevant targets remains a major experimental challenge. We applied a chemical genetics approach involving sequential unbiased high-throughput chemical and ultra-complex, genome-scale shRNA screens to address this challenge and identify novel agents in ALL. A cell-based phenotypic high-throughput chemical screen of 115,000 compounds identified 640 compounds that inhibited growth of one or both ALL cell lines with high-risk Mixed Lineage Leukemia (MLL) genetic abnormalities, but did not inhibit the growth of a cell line lacking MLL rearrangement. The most potent and selective 64 were tested on an expanded panel of eight human B-ALL cell lines to identify lead compound STF-118804. STF-118804 inhibited the growth of most B-ALL cell lines with high potency demonstrating IC50 values in the low nanomolar range. Leukemic samples from five pediatric ALL patients were also sensitive to STF-118804 in the low nanomolar range. STF-118804 displayed 5–10 fold more potency against most leukemias in comparison to cycling human (lineage-negative cord blood) and murine (c-kit+ bone marrow) progenitor cells, demonstrating a therapeutic index. STF-118804 displays distinctive cytotoxicity by inducing apoptosis without causing a phase-specific cell cycle arrest. To discover the molecular target of STF-118804, a functional genomic screen was performed to identify shRNAs that conferred sensitivity or resistance to STF-118804, utilizing an ultra-complex (∼25 shRNAs per gene) library targeting in total ∼9300 human genes and 1000s of negative control shRNAs. NAMPT was the most statistically significant gene to confer sensitivity to STF-118804, suggesting that STF-118804 functioned as a NAMPT inhibitor. NAMPT encodes nicotinamide phosphoribosyl transferase, a rate-limiting enzyme in the biosynthesis of nicotinamide adenine dinucleotide (NAD+), a crucial cofactor in many biochemical processes. STF-118804 was confirmed as a novel class of NAMPT inhibitor through metabolic rescue, enzymatic, and genetic studies. STF-118804 displayed strong inhibitory activity in in vitro NAMPT enzymatic assays. Over-expression of wild-type or mutant NAMPT in cells indicated that STF-118804 cytotoxicity is a result of its ability to inhibit NAMPT, and that STF-118804 does not have significant off-target effects on cell viability. The potential efficacy of STF-118804 in vivo was assessed in an orthotopic xenograft model of ALL. Sublethally irradiated immunodeficient mice were transplanted with human ALL cells engineered to constitutively express firefly luciferase. Dosing of STF-118804 was initiated two weeks post-transplant when ALL cells had engrafted and bioluminescent signal was detectable. Mice treated with STF-118804 showed regression of leukemia by bioimaging and significantly extended survival. The leukemia initiating cell (LIC) frequency in STF-118804 treated mice was significantly lower (∼8 fold) than vehicle treated mice, showing that STF-118804 was effective in reducing LICs. In summary, tandem high-throughput screening identified a highly-specific, potent, and structurally novel small molecule inhibitor of NAMPT that is active in ALL. Tandem high throughput screening using chemical and ultra-complex shRNA libraries provides a rapid chemical genetics approach for seamless progression from small molecule lead identification to target discovery and validation. Disclosures: No relevant conflicts of interest to declare.

Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 4811-4811
Author(s):  
Joanna S. Yi ◽  
Alex Federation ◽  
Jun Qi ◽  
Sirano Dhe-Paganon ◽  
Michael Hadler ◽  
...  

Abstract Cooperation between several epigenetic modulators defines MLL-rearranged leukemia as an epigenomic-driven cancer. Wild type MLL catalyzes trimethylation of lysine 4 on histone 3 from the methyl donor S-adenosylmethionine (SAM) at homeobox and other genes important for hematopoiesis, promoting their expression during development. However, in MLL-rearrangements, its methyltransferase domain is ubiquitously lost and replaced with >70 known fusion partners. Many of these fusion partners recruit DOT1L, the only known SAM-dependent lysine methyltransferase responsible for the methylation of lysine 79 of histone 3 (H3K79)—a mark associated with most actively transcribed genes. Therefore, the recruitment of DOT1L by MLL fusion partners to MLL-target genes leads to aberrant H3K79 hypermethylation at these loci, resulting in inappropriate gene expression and leukemogenesis. DOT1L as a therapeutic target in MLL has been genetically validated by several groups, leading to the development of SAM-competitive small molecule inhibitors of DOT1L. These inhibitors exhibit excellent biochemical activity and selectivity, yet have delayed cellular activity and needing relatively high doses, with viability effects requiring 7-10 days and EC50s for H3K79 methylation depletion of 1-3 μM in cell lines. In animal studies, this translates to a modest survival benefit while requiring high doses through continuous osmotic subcutaneous infusion. Further optimization of DOT1L inhibitors is therefore needed. To date, development of DOT1L inhibitors has been slow, perhaps related to inadequacy of discovery chemistry assay technologies. All biochemical assays are radioactivity-based and are not miniaturizeable; low-throughput and delayed cellular effects of DOT1L inhibition all hamper the discovery of improved inhibitors. Therefore a pressing need towards improved DOT1L inhibitor discovery is a robust, accessible, and rapid profiling platform. Toward this goal, we synthesized both FITC- and biotin-tagged DOT1L probe ligands. We confirmed by structural studies that binding of the probes were similar to our previously published inhibitor, depleted H3K79 methylation, and had antiproliferative effects in MLL-rearranged cell lines. We then utilized the probes to devise two non-radioactive, orthogonal biochemical assays to competitively profile putative inhibitors: one employing bead-based, proxmity fluorescence technology and the second using fluorescence polarization technology. These assays are robust and adaptable to high-throughput screening. We also designed a miniaturizable high-content imaging, immunofluorescence-based assay to assess the effect of DOT1L inhibitors on H3K79 methylation, reporting cellular IC50s after just four days of treatment. These three assays were validated against three known DOT1L inhibitors of different potencies, accurately differentiating between the compounds. Together, these orthogonal assays define an accessible platform capability to discover and optimize DOT1L inhibitors. Our platform rank-ordered a library of SAM derivatives that we synthesized, indicating that large substituents off the SAM base does not affect DOT1L binding. We also explored other features of the SAM core structure, identifying several chlorinated probes that had increased cellular potency (IC50 values ~10nM) relative to the initial compounds published, without losing specificity for DOT1L. The inhibitory effect on MLL-target gene expression correlated to the H3K79me2 decrease reported in high content assay, validating that our high-content assay accurately reports on downstream biology seen later in treatment. And as expected, the high-content potencies of our chlorinated DOT1L probes also correlated to increased anti-proliferative effect in MLL cells. Overall, we utilized chemistry, biology, and chemical biology tools to develop this profiling platform capability for more rapid discovery and optimization of small molecule DOT1L inhibitors. These assays can additionally be used to screen for non-SAM competitive inhibitors in high-throughput fashion. Furthermore, the DOT1L inhibitors and probes synthesized here (available as open-source tools) are useful in deeper mechanistic studies of the DOT1L complex and its role in MLL. Disclosures Armstrong: Epizyme: Consultancy.


PLoS ONE ◽  
2016 ◽  
Vol 11 (12) ◽  
pp. e0168366 ◽  
Author(s):  
Liangxian Cao ◽  
Marla Weetall ◽  
Jenelle Bombard ◽  
Hongyan Qi ◽  
Tamil Arasu ◽  
...  

2011 ◽  
Vol 16 (8) ◽  
pp. 869-877 ◽  
Author(s):  
Duncan I. Mackie ◽  
David L. Roman

In this study, the authors used AlphaScreen technology to develop a high-throughput screening method for interrogating small-molecule libraries for inhibitors of the Gαo–RGS17 interaction. RGS17 is implicated in the growth, proliferation, metastasis, and the migration of prostate and lung cancers. RGS17 is upregulated in lung and prostate tumors up to a 13-fold increase over patient-matched normal tissues. Studies show RGS17 knockdown inhibits colony formation and decreases tumorigenesis in nude mice. The screen in this study uses a measurement of the Gαo–RGS17 protein–protein interaction, with an excellent Z score exceeding 0.73, a signal-to-noise ratio >70, and a screening time of 1100 compounds per hour. The authors screened the NCI Diversity Set II and determined 35 initial hits, of which 16 were confirmed after screening against controls. The 16 compounds exhibited IC50 <10 µM in dose–response experiments. Four exhibited IC50 values <6 µM while inhibiting the Gαo–RGS17 interaction >50% when compared to a biotinylated glutathione-S-transferase control. This report describes the first high-throughput screen for RGS17 inhibitors, as well as a novel paradigm adaptable to many other RGS proteins, which are emerging as attractive drug targets for modulating G-protein-coupled receptor signaling.


Author(s):  
Valeria Marrocco ◽  
Tuan Tran ◽  
Siying Zhu ◽  
Seung Hyuk Choi ◽  
Ana M. Gamo ◽  
...  

2021 ◽  
pp. 247255522110262
Author(s):  
Jonathan Choy ◽  
Yanqing Kan ◽  
Steve Cifelli ◽  
Josephine Johnson ◽  
Michelle Chen ◽  
...  

High-throughput phenotypic screening is a key driver for the identification of novel chemical matter in drug discovery for challenging targets, especially for those with an unclear mechanism of pathology. For toxic or gain-of-function proteins, small-molecule suppressors are a targeting/therapeutic strategy that has been successfully applied. As with other high-throughput screens, the screening strategy and proper assays are critical for successfully identifying selective suppressors of the target of interest. We executed a small-molecule suppressor screen to identify compounds that specifically reduce apolipoprotein L1 (APOL1) protein levels, a genetically validated target associated with increased risk of chronic kidney disease. To enable this study, we developed homogeneous time-resolved fluorescence (HTRF) assays to measure intracellular APOL1 and apolipoprotein L2 (APOL2) protein levels and miniaturized them to 1536-well format. The APOL1 HTRF assay served as the primary assay, and the APOL2 and a commercially available p53 HTRF assay were applied as counterscreens. Cell viability was also measured with CellTiter-Glo to assess the cytotoxicity of compounds. From a 310,000-compound screening library, we identified 1490 confirmed primary hits with 12 different profiles. One hundred fifty-three hits selectively reduced APOL1 in 786-O, a renal cell adenocarcinoma cell line. Thirty-one of these selective suppressors also reduced APOL1 levels in conditionally immortalized human podocytes. The activity and specificity of seven resynthesized compounds were validated in both 786-O and podocytes.


2019 ◽  
Vol 25 (1) ◽  
pp. 9-20 ◽  
Author(s):  
Olivia W. Lee ◽  
Shelley Austin ◽  
Madison Gamma ◽  
Dorian M. Cheff ◽  
Tobie D. Lee ◽  
...  

Cell-based phenotypic screening is a commonly used approach to discover biological pathways, novel drug targets, chemical probes, and high-quality hit-to-lead molecules. Many hits identified from high-throughput screening campaigns are ruled out through a series of follow-up potency, selectivity/specificity, and cytotoxicity assays. Prioritization of molecules with little or no cytotoxicity for downstream evaluation can influence the future direction of projects, so cytotoxicity profiling of screening libraries at an early stage is essential for increasing the likelihood of candidate success. In this study, we assessed the cell-based cytotoxicity of nearly 10,000 compounds in the National Institutes of Health, National Center for Advancing Translational Sciences annotated libraries and more than 100,000 compounds in a diversity library against four normal cell lines (HEK 293, NIH 3T3, CRL-7250, and HaCat) and one cancer cell line (KB 3-1, a HeLa subline). This large-scale library profiling was analyzed for overall screening outcomes, hit rates, pan-activity, and selectivity. For the annotated library, we also examined the primary targets and mechanistic pathways regularly associated with cell death. To our knowledge, this is the first study to use high-throughput screening to profile a large screening collection (>100,000 compounds) for cytotoxicity in both normal and cancer cell lines. The results generated here constitute a valuable resource for the scientific community and provide insight into the extent of cytotoxic compounds in screening libraries, allowing for the identification and avoidance of compounds with cytotoxicity during high-throughput screening campaigns.


2015 ◽  
Vol 17 (4) ◽  
pp. 239-246 ◽  
Author(s):  
Aileen Y. Alontaga ◽  
Yifei Li ◽  
Chih-Hong Chen ◽  
Chen-Ting Ma ◽  
Siobhan Malany ◽  
...  

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