Screening Of Compound Libraries Research Articles

USP9X-mediated REV1 deubiquitination promotes lung cancer radioresistance via the action of REV1 as a Rad18 molecular scaffold for cystathionine γ-lyase.

Radioresistance is a key clinical constraint on the efficacy of radiotherapy in lung cancer patients. REV1 DNA directed polymerase (REV1) plays an important role in repairing DNA damage and maintaining genomic stability. However, its role in the resistance to radiotherapy in lung cancer is not clear. This study aims to clarify the role of REV1 in lung cancer radioresistance, identify the intrinsic mechanisms involved, and provide a theoretical basis for the clinical translation of this new target for lung cancer treatment. The effect of targeting REV1 on the radiosensitivity was verified by in vivo and in vitro experiments. RNA sequencing (RNA-seq) combined with nontargeted metabolomics analysis was used to explore the downstream targets of REV1. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) was used to quantify the content of specific amino acids. The coimmunoprecipitation (co-IP) and GST pull-down assays were used to validate the interaction between proteins. A ubiquitination library screening system was constructed to investigate the regulatory proteins upstream of REV1. Targeting REV1 could enhance the radiosensitivity in vivo, while this effect was not obvious in vitro. RNA sequencing combined with nontargeted metabolomics revealed that the difference result was related to metabolism, and that the expression of glycine, serine, and threonine (Gly/Ser/Thr) metabolism signaling pathways was downregulated following REV1 knockdown. LC-MS/MS demonstrated that REV1 knockdown results in reduced levels of these three amino acids and that cystathionine γ-lyase (CTH) was the key to its function. REV1 enhances the interaction of CTH with the E3 ubiquitin ligase Rad18 and promotes ubiquitination degradation of CTH by Rad18. Screening of the ubiquitination compound library revealed that the ubiquitin-specific peptidase 9 X-linked (USP9X) is the upstream regulatory protein of REV1 by the ubiquitin-proteasome system, which remodels the intracellular Gly/Ser/Thr metabolism. USP9X mediates the deubiquitination of REV1, and aberrantly expressed REV1 acts as a scaffolding protein to assist Rad18 in interacting with CTH, promoting the ubiquitination and degradation of CTH and inducing remodeling of the Gly/Ser/Thr metabolism, which leads to radioresistance. A novel inhibitor of REV1, JH-RE-06, was shown to enhance lung cancer cell radiosensitivity, with good prospects for clinical translation.

E3 ubiquitin ligase UBR5 promotes gemcitabine resistance in pancreatic cancer by inducing O-GlcNAcylation-mediated EMT via destabilization of OGA.

Pancreatic cancer (PC) is among the deadliest malignancies, with an extremely poor diagnosis and prognosis. Gemcitabine (GEM) remains the first-line drug for treating PC; however, only a small percentage of patients benefit from current immunotherapies or targeted therapies. Resistance to GEM is prevalent and affects long-term survival. We found that ubiquitin-protein ligase E3 module N-recognition 5 (UBR5) is a therapeutic target against GEM resistance. UBR5 was markedly upregulated in clinical GEM-resistant PC samples and GEM-resistant PC cells. UBR5 knockdown markedly increased GEM sensitivity in GEM-resistant PC cell lines. UBR5-mediated GEM resistance was accompanied by activation of epithelial-mesenchymal transition (EMT) and could be mitigated by inhibiting EMT. Further analysis revealed that UBR5 promoted GEM resistance in PC cells by enhancing O-GlcNAcylation-mediated EMT. In addition, UBR5 knockdown resulted in increased O-GlcNAase (OGA) levels, an essential negatively regulated enzyme in the O-GlcNAcylation process. We identified a negative association between OGA and UBR5 levels, which further supported the hypothesis that O-GlcNAcylation-mediated GEM resistance induced by UBR5 is OGA-dependent in PC cells. Mechanistic studies revealed that UBR5 acts as an E3 ubiquitin ligase of OGA and regulates O-GlcNAcylation by binding and modulating OGA, facilitating its degradation and ubiquitination. Additionally, high-throughput compound library screening using three-dimensional protein structure analysis and drug screening identified a Food and Drug Administration drug, Y-39983 dihydrochloride, as a potent GEM sensitiser and UBR5 inhibitor. The combination of Y-39983 dihydrochloride and GEM attenuated tumour growth in a mouse xenograft tumour model. Collectively, these data demonstrated that UBR5 plays a pivotal role in the sensitisation of PC to GEM and provides a potential therapeutic strategy to overcome GEM resistance.

Structural and Functional Analyses of Inhibition of Human Dihydroorotate Dehydrogenase by Antiviral Furocoumavirin.

Natural products are important sources of seed compounds for drug discovery. However, it has become difficult in recent years to discover new compounds with valuable pharmacological activities. On the other hand, among the vast number of natural products that have been isolated so far, a considerable number of compounds with specific biological activities are thought to be overlooked in screening that uses biological activity as an index. Therefore, it is conceivable that such overlooked useful compounds may be found by screening compound libraries that have been amassed previously through specific assays. Previously, NPD723, a member of the Natural Products Depository library comprised of a mixture of natural and non-natural products developed at RIKEN, and its metabolite H-006 were found to inhibit growth of various cancer cells at low nanomolar half-maximal inhibitory concentration. Subsequent analysis revealed that H-006 strongly inhibited human dihydroorotate dehydrogenase (DHODH), the rate-limiting enzyme in the de novo pyrimidine biosynthetic pathway. Here, we elucidated the crystal structure of the DHODH-flavin mononucleotide-orotic acid-H-006 complex at 1.7 Å resolution to determine that furocoumavirin, the S-enantiomer of H-006, was the actual inhibitor. The overall mode of interaction of furocoumavirin with the inhibitor binding pocket was similar to that described for previously reported tight-binding inhibitors. However, the structural information together with kinetic characterizations of site-specific mutants identified key unique features that are considered to contribute to the sub-nanomolar inhibition of DHODH by furocoumavirin. Our finding identified new chemical features that could improve the design of human DHODH inhibitors.

Combined treatment of All-trans retinoic acid with Tamoxifen suppresses ovarian cancer.

Ovarian cancer is a malignant tumor of the female reproductive system, and its mortality rate is as high as 70%. Estrogen receptor α (ERα)-positive ovarian cancer accounted for most of all ovarian cancer patients. ERα can promote the growth and proliferation of tumors. The combined effect of All-trans retinoic acid (ATRA) and tamoxifen was obtained by the combination screening of tamoxifen and compound library by MTS. In addition, colony formation assay, flow cytometry analysis, immunofluorescence staining, quantitative real-time polymerase chain reaction (PCR), western blot, and tumor xenotransplantation models were used to further evaluate the efficacy of tamoxifen and ATRA in vitro and in vivo for ER-α-positive ovarian cancer. In our study, we found that All-trans retinoic acid (ATRA) can cooperate with tamoxifen to cause cell cycle arrest and apoptosis and inhibit ERα-positive ovarian cancer in vivo and in vitro. Further exploration of the mechanism found that ATRA can Inhibit genes related to the ERα signaling pathway, enhance the sensitivity of ERα-positive ovarian cancer cells to tamoxifen, and ascertain the effectiveness of tamoxifen and ATRA as treatments for ovarian cancer with an ERα-positive status. Combination of ATRA and tamoxifen is a new way for the treatment of ERα-positive ovarian cancer.

An NMR Toolkit to Probe Amyloid Oligomer Inhibition in Neurodegenerative Diseases: From Ligand Screening to Dissecting Binding Topology and Mechanisms of Action.

The aggregation of amyloid peptides and proteins into toxic oligomers is a hallmark of neurodegenerative diseases, such as Alzheimer's disease and Parkinson's disease. Inhibition of amyloid oligomers formation and interactions with biological counterparts, as well as the triggering of non-toxic amorphous aggregates, are strategies towards preventive interventions against these pathologies. NMR spectroscopy addresses the need for structural characterization of amyloid proteins and their aggregates, their binding to inhibitors, and rapid screening of compound libraries for ligand identification. Here we briefly discuss the solution experiments constituting the NMR spectroscopist's toolkit and provide examples of their application.

Abstract PO1-23-10: Multi-omics analysis identifies the mechanism in cross-resistance to endocrine therapy and CDK4/6 inhibitor in breast cancer

Abstract Background In advanced/metastatic breast cancer (MBC) or recurrent breast cancer on prior endocrine therapy (ET), selective estrogen receptor downregulator (SERD) of fulvestrant and CDK4/6i are the mainstream therapy regimen. In the clinical, fulvestrant combined with CDK4/6i is the second-line therapy for breast cancer (BC) that had progressed during previous endocrine therapy. The alternation of backbone from aromatase inhibitor or tamoxifen (endocrine sensitive) to fulvestrant (endocrine resistance) partially comes from the mechanism of ET resistance. Moreover, in the PALOMA-2 trial, approximately 30% of patients developed into recurrence after two years of CDK4/6i treatment, indicating that the ET backbone may affect CDK4/6i efficacy, bringing an emerging clinical issue of cross-resistance. However, whether the cross-resistance of ET would be more sensitive to CDK4/6i or impair the efficacy of CDK4/6i is still an ambiguous and heterogeneous issue. Also, in CDK4/6i resistance, whether the mechanism of ET resistance is associated with the dysregulation of the cell cycle or activation of other “bypass” signaling pathways is not fully understood. Methods We use a 3D and 2D culture of ET-sensitive cell S0.5, tamoxifen-resistant cell TAM, and fulvestrant-resistant cell 182R6 as our model. The 3D culture was performed by using the Tools 3d culture plus kit. Drug responses to fulvestrant and ribociclib were conducted by using CCK-8 assay. The potential target and pathway involved in the mechanisms of cross-resistance were analyzed by using multi-omics analysis of sequential window acquisition of all theoretical mass spectra (SWATH-MS), RNA-seq, micro-western array (MWA), traditional western blots, and open access database. Results In comparison with S0.5, the sensitivity to fulvestrant was indeed reduced in 182R6 cell; however, we found the sensitivity to ribociclib was also reduced in 182R6 cell, which was in contrast to the ribociclib-sensitive TAM cell. The different response to ribociclib between 182R6 and TAM, indicating that cross-resistance between fulvestrant and ribociclib existed in the model of 182R6 and TAM would be another control for 182R6 to find the target with or without cross-resistance. With multi-omics analysis of SWATH-MS, RNA-seq, MWA, western blots, and open access database, we found some unique or high expression of targets and pathways including EGFR, HER2, CDK6, CDK2, MAPK, and TNF-α pathways in cross-resistance R6 cell than in parental and TAM cell. We reconfirmed the above targets by 3D culture and found MAPK signaling pathway of p-ERK was not affected under ribociclib treatment, indicating the important role of the MAPK signaling pathway in ribociclib resistance. Conclusion To our knowledge, these results provide the first preliminary mechanism of cross-resistance between fulvestrant and ribociclib. We found fulvestrant resistant cell R6 exhibited the phenomenon of cross-resistance to ribociclib, which was in contrast to ribociclib-sensitive TAM cell. We also found some unique or high expression of target and pathway in cross-resistance R6 cells than in parental and TAM cells. In the future, with compound library screening and in vivo animal models, we expect to discover an FDA-approved drug or potential compound to overcome the cross-resistance between fulvestrant and ribociclib. Citation Format: Ming-Feng Hou, Chung-Liang Li, Chih-Po Chiang. Multi-omics analysis identifies the mechanism in cross-resistance to endocrine therapy and CDK4/6 inhibitor in breast cancer [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO1-23-10.

A high-throughput cell-based screening method for Zika virus protease inhibitors discovery

Zika virus (ZIKV) continues to pose a significant global public health threat, with recurring regional outbreaks and potential for pandemic spread. Despite often being asymptomatic, ZIKV infections can have severe consequences, including neurological disorders and congenital abnormalities. Unfortunately, there are currently no approved vaccines or antiviral drugs for the prevention or treatment of ZIKV. One promising target for drug development is the ZIKV NS2B-NS3 protease due to its crucial role in the virus life cycle. In this study, we established a cell-based ZIKV protease inhibition assay designed for high-throughput screening (HTS). Our assay relies on the ZIKV protease's ability to cleave a cyclised firefly luciferase fused to a natural cleavage sequence between NS2B and NS3 protease within living cells. We evaluated the performance of our assay in HTS setting using the pharmacologic controls (JNJ-40418677 and MK-591) and by screening a Library of Pharmacologically Active Compounds (LOPAC). The results confirmed the feasibility of our assay for compound library screening to identify potential ZIKV protease inhibitors.

Abstract LT07: Signalling Inhibition by Ponatinib Disrupts Productive Alternative Lengthening of Telomeres (ALT)

Abstract Enabling replicative immortality is one prominent feature of cancer cells. To that end, cancer cells activate means to elongate their telomeres. While 85% of cancers re-express telomerase, around 15% of all cancers rely on the ALT (Alternative Lengthening of Telomeres) mechanism. Despite its frequency, no clinically approved ALT-targeted therapy exists to date. By performing anti-cancer compound library screen on isogenic cell lines and using extrachromosomal telomeric C-circles, as a bona fide marker of ALT activity, we identified a receptor tyrosine kinase inhibitor, ponatinib, that deregulates ALT mechanisms, induces telomeric dysfunction, reduced ALT- associated telomere synthesis, and targets, in vivo, ALT-positive cells. By scrutinizing the mode of action of ponatinib on ALT, we identified an ABL1-JNK-JUN signalling circuit to be inhibited by ponatinib and to have a role in suppressing extrachromosomal telomeric C-circle formation. Furthermore, transcriptome and interactome analyses of JUN suggested a role of JUN in DNA damage repair pathways, independently of its capacity as a transcription factor. These results were corroborated by new synergistic drug interactions between ponatinib and either DNA synthesis or repair inhibitors such as triciribine and KU-60019, respectively. Overall, we identified a novel signalling pathway impacting ALT which can be targeted by a clinically approved kinase inhibitor. Citation Format: Frances Kusuma, Aishvaryaa Prabhu, Galen Tieo, Syed Moiz Ahmad, Pushkar Dakle, Wai Khang Yong, Elina Pathak, Vikas Madan, Yan Yi Jiang, Wai Leong Tam, Dennis Kappei, Peter Dröge, H. Phillip Koeffler, Maya Jeitany. Signalling Inhibition by Ponatinib Disrupts Productive Alternative Lengthening of Telomeres (ALT) [abstract]. In: Proceedings of Frontiers in Cancer Science; 2023 Nov 6-8; Singapore. Philadelphia (PA): AACR; Cancer Res 2024;84(8_Suppl):Abstract nr LT07.

Discovery of Covalent Lead Compounds Targeting 3CL Protease with a Lateral Interactions Spiking Neural Network.

Covalent drugs exhibit advantages in that noncovalent drugs cannot match, and covalent docking is an important method for screening covalent lead compounds. However, it is difficult for covalent docking to screen covalent compounds on a large scale because covalent docking requires determination of the covalent reaction type of the compound. Here, we propose to use deep learning of a lateral interactions spiking neural network to construct a covalent lead compound screening model to quickly screen covalent lead compounds. We used the 3CL protease (3CL Pro) of SARS-CoV-2 as the screen target and constructed two classification models based on LISNN to predict the covalent binding and inhibitory activity of compounds. The two classification models were trained on the covalent complex data set targeting cysteine (Cys) and the compound inhibitory activity data set targeting 3CL Pro, respected, with good prediction accuracy (ACC > 0.9). We then screened the screening compound library with 6 covalent binding screening models and 12 inhibitory activity screening models. We tested the inhibitory activity of the 32 compounds, and the best compound inhibited SARS-CoV-2 3CL Pro with an IC50 value of 369.5 nM. Further assay implied that dithiothreitol can affect the inhibitory activity of the compound to 3CL Pro, indicating that the compound may covalently bind 3CL Pro. The selectivity test showed that the compound had good target selectivity to 3CL Pro over cathepsin L. These correlation assays can prove the rationality of the covalent lead compound screening model. Finally, covalent docking was performed to demonstrate the binding conformation of the compound with 3CL Pro. The source code can be obtained from the GitHub repository (https://github.com/guzh970630/Screen_Covalent_Compound_by_LISNN).

Abstract 5437: Chemoproteomics-enabled discovery of covalent inhibitors targeted at AGPAT4: Unravelling tumor lineage plasticity to overcome drug resistance in hepatocellular carcinoma

Abstract The liver is a unique organ that is responsible for many metabolic functions. During hepatocellular carcinoma (HCC) development, these metabolic machineries are extensively reprogrammed to support the insatiable nutrient requirements of HCC. Tumor lineage plasticity, a recognized hallmark of cancer, is a phenomenon in which tumor cells co-opt developmental pathways to attain cellular plasticity, enabling them to evade targeted therapeutic interventions. Cancer cells can reprogram their metabolic pathways to match their increased metabolic needs for cancer cell survival under adverse conditions. Identifying novel metabolic targets related to stemness can offer promising strategies for targeting cancer stemness roots and hence to kill and control their growth. Through pathway enrichment analysis of genes that linked metabolism and stemness, we identified an aberrant glycerophospholipid metabolism signature, with AGPAT4 ranking as the top-hit. AGPAT4 upregulation in HCC is strongly correlated with aggressive clinical features, including survival, metastasis, and stemness signatures. AGPAT4 expression peaked during early liver progenitor development, decreased during hepatocyte maturation and progressively increased from well-differentiated to poorly differentiated HCCs. Enrichment of AGPAT4 in HCC is mediated by promoter binding of SOX9 to drive AGPAT4 transcriptional activity. AGPAT4 inhibition can mitigate tumor initiation, self-renewal, metastasis, and sorafenib resistance. Mechanistic studies revealed an AGPAT4-mediated phosphatidic acid production axis that promotes HCC through the regulation of mTOR signaling. Inhibition of Agpat4 by AAV8 shRNA reduced tumorigenicity and stemness, and sensitized HCC tumors to sorafenib. AGPAT4 overexpression can predict sorafenib response in clinical settings. Through chemoproteomics screening of a cysteine-reacting compound library using activity-based protein profiling, a cysteine-reacting compound with high binding affinity and selectivity towards AGPAT4 was identified and found to work synergistically with sorafenib to suppress HCC, as demonstrated in HCC patient-derived tumor xenograft (PDTX) models. Toxicity analysis through histological examination of organs, body weight measurements, and biochemical tests revealed minimal toxicity associated with the covalent inhibitor. In conclusion, AGPAT4 is a novel metabolic driver of oncogenic stemness, dedifferentiation, and metastasis in HCC. AGPAT4-induced tumor lineage plasticity may represent an Achilles heel for HCC treatment, and inhibition of AGPAT4 may widen the therapeutic window for sorafenib treatment in the clinic. Citation Format: Kai-Yu Ng, Tin-Yan Koo, Tsz-Lok Fong, Ya Gao, Tin-Lok Wong, Yuan Gao, Jing-Ping Yun, Xin-Yuan Guan, Ming Liu, Clive YS Chung, Stephanie Ma. Chemoproteomics-enabled discovery of covalent inhibitors targeted at AGPAT4: Unravelling tumor lineage plasticity to overcome drug resistance in hepatocellular carcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 5437.

High-throughput screening of small-molecules libraries identified antibacterials against clinically relevant multidrug-resistant A. baumannii and K. pneumoniae

The current pipeline for new antibiotics fails to fully address the significant threat posed by drug-resistant Gram-negative bacteria that have been identified by the World Health Organization (WHO) as a global health priority. New antibacterials acting through novel mechanisms of action are urgently needed. We aimed to identify new chemical entities (NCEs) with activity against Klebsiella pneumoniae and Acinetobacter baumannii that could be developed into a new treatment for drug-resistant infections. We developed a high-throughput phenotypic screen and selection cascade for generation of hit compounds active against multidrug-resistant (MDR) strains of K.pneumoniae and A.baumannii. We screened compound libraries selected from the proprietary collections of three pharmaceutical companies that had exited antibacterial drug discovery but continued to accumulate new compounds to their collection. Compounds from two out of three libraries were selected using "eNTRy rules" criteria associated with increased likelihood of intracellular accumulation in Escherichia coli. We identified 72 compounds with confirmed activity against K.pneumoniae and/or drug-resistant A.baumannii. Two new chemical series with activity against XDR A.baumannii were identified meeting our criteria of potency (EC50≤50μM) and absence of cytotoxicity (HepG2 CC50≥100μM and red blood cell lysis HC50≥100μM). The activity of close analogues of the two chemical series was also determined against A.baumannii clinical isolates. This work provides proof of principle for the screening strategy developed to identify NCEs with antibacterial activity against multidrug-resistant critical priority pathogens such as K.pneumoniae and A.baumannii. The screening and hit selection cascade established here provide an excellent foundation for further screening of new compound libraries to identify high quality starting points for new antibacterial lead generation projects. BMBF and GARDP.

Abstract 3218: Combination drug screen identifies novel epigenetic therapies to enhance menin inhibitor efficacy in KMT2A rearranged and NPM1 mutant AML

Abstract Background: Acute myeloid leukemia (AML) with KMT2A-rearrangements have a poor prognosis and so there is an urgent need for novel therapies. Menin inhibitors have shown promising anti-leukemic effects in KMT2A-rearranged and NPM1-mutated AML. However, the efficacy of menin inhibitors as single agents may be limited by the development of resistance mutations. Combining menin inhibitors with other epigenetic drugs may present a strategy to enhance their therapeutic potential. In this study, we performed a combination drug screen using an epigenetic drug library in KMT2A-rearranged (MV4;11) and NPM1-mutant (OCI-AML3) AML cell lines to identify synergistic therapies that can be used in conjunction with menin inhibitors. Methods: During assay optimization, MV4;11 and OCI-AML3 cells were treated with the menin inhibitor DSP-5336, and their viability was assessed. Quality control metrics were applied with Z’ values consistently greater than 0.5 for all assay plates and then the cells were subjected to a small molecule compound library screen containing a set of 932 epigenetic drugs. The screening process included a systematic evaluation of each drug's effect on cell viability in combination with the DSP-5336. Results: The combination drug screen demonstrated robust performance in both MV4;11 and OCI-AML3 cell lines, with reliable quality control metrics. Among the epigenetic drugs tested, five compounds were identified as potential hits that synergistically enhanced the efficacy of DSP-5336 across both cell lines.The five identified compounds exhibited enhanced anti-leukemic effects when combined with the menin inhibitor in either one of the cell lines. The targets of these drugs varied, including histone deacetylases, histone acetyltransferases and BRD4 inhibition, suggesting many alternate mechanisms of action involving epigenetic modulation. Remarkably, one of the 5 hits C301-3161, a KAT2A inhibitor, showed limited activity in either cell line alone but increased cell killing with DSP-5336 in both cell lines, highlighting its potential as a specific therapeutic for combining with DSP-5336 in AML patients. Conclusions: Our findings suggest combining menin inhibitors with other epigenetic drugs may improve AML treatment outcomes. The combination drug screen successfully identified four novel compounds that synergistically enhance menin inhibitor efficacy in both KMT2A-rearranged and NPM1-mutant AML cell lines. These compounds hold significant promise as potential therapeutic candidates for further investigation. Future studies should focus on elucidating the underlying mechanisms of action for each hit and evaluating their effects in preclinical animal models. Ultimately, this research may pave the way for the development of innovative combination therapeutic strategies for AML patients with KMT2A-rearragned and NPM1-mutant AML. Citation Format: Tulasigeri M. Totiger, Sana Chaudhry, Skye Montoya, Maurizio Affer, Anya K. Sondhi, Alexandra Chirino, Claude-Henry Volmar, Shaun Brothers, Justin Watts, Justin Taylor. Combination drug screen identifies novel epigenetic therapies to enhance menin inhibitor efficacy in KMT2A rearranged and NPM1 mutant AML [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 3218.

Abstract 6059: Discovery of ETS-007, a first-in-class degrader targeting N-terminal domain of androgen receptor derived from AR liquid-liquid phase separation inhibitor

Abstract Patients with advanced prostate cancer inevitably acquire resistance to anti-androgen therapies, and progress to lethal castration-resistant prostate cancer (CRPC). The resistance mechanisms involve AR gene amplification and overexpression, constitutively active ligand-independent splice variants such as AR-V7, and the mutations in the AR ligand-binding domain (LBD). Our previous study has shown that the AR N-terminal domain (NTD) is responsible for AR liquid-liquid phase separation (LLPS) capability, which is essential for AR/AR-V7 transcriptional activity. We conducted a compound library screening using an AR LLPS phenotypic assay and identified ET0516 as a hit to specifically inhibit AR LLPS and its downstream gene expression, indicating that inhibition of AR. LLPS through targeting its NTD is a feasible approach to overcome the resistance to current anti-androgens therapy. Here we report the identification of a novel AR degrader, ETS-007 which is originated and evolved from internal LLPS phenotypic screening, that effectively degrades both AR and AR-V7 proteins with DC50 of single-digit nM by inducing a protein-protein interaction between AR NTD and an E3 ligase complex. ETS-007 induced AR and AR-V7 polyubiquitination, followed by degradation which could be blocked by the protease inhibitor MG132. ETS-007 significantly inhibited cell proliferation in AR and/or AR-V7 positive cell lines, e.g. LNCaP and 22RV1, and downregulated the androgen responsive genes such as PSA and TMPRSS2. Compared with enzalutamide and ARV-110, ETS-007 could block transcriptional activities of AR-V7, and AR mutants in luciferase report assay. Oral administration of ETS-007 in an enzalutamide-resistant 22RV1 xenograft model led to intratumoral AR-V7 degradation and concomitant decrease in PSA protein levels, resulting in a remarkable tumor regression. Taken together, our findings provide preclinical evidence that ETS-007 as a potent AR-NTD degrader derived from our LLPS platform can effectively block the transcriptional activities of both AR and AR-V7 for the treatment of metastatic CRPC. Citation Format: Yingjie Li, Mingyue Fei, Yingke Miao, Lijian Feng, Xiaofei Fan, Jinping Li, Yaozhong Chen, Ming Xu, Wenqi Cui, Qiangang Zheng, Jidong Zhu. Discovery of ETS-007, a first-in-class degrader targeting N-terminal domain of androgen receptor derived from AR liquid-liquid phase separation inhibitor [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 6059.

Abstract 4581: Identifying class 1 HDACs as a vulnerability for aggressive uveal melanoma

Abstract Uveal melanoma (UM) is the most common primary intraocular cancer in adults, with a strong propensity to metastasize, primarily to the liver. Metastatic UM is notoriously unresponsive to existing therapies, rendering it almost uniformly lethal. Virtually all UM tumors have activating mutations in the Gq signaling pathway, predominantly in GNAQ/11, and around half of tumors have additional loss-of-function mutations in the tumor suppressor BAP1. Mutations in the epigenetic modulator BAP1 are the most significant clinical marker of metastatic risk. The limited efficacy of current treatment options necessitates an urgent exploration of novel therapeutic approaches to improve patient prognosis. Thus, we conducted a large epigenetic compound library screen with the currently most well characterized, focused epigenetic library available, which consisted of 960 potent, cell permeable, medically active, epigenetic-directed small molecule modulators (TargetMol, L1200). We screened BAP1-mutant as well as BAP1-wildtype uveal melanoma cell lines and followed up with comprehensive dose-response and synergy tests. Our lead compounds were highly efficient in reducing viability of UM cells. We find that inhibitors with high specificity for class 1 HDAC inhibition are especially cytotoxic to UM cells. Together, our results reveal a possible mechanism of interfering with UM progression and identify lead compounds to be tested in clinical trials. Citation Format: Gulum Yenisehirli, Ashley Zuniga, Sara Rodriguez, Emily V. Adis, Gabriela Quintana, Sebastian Borges, Sofia Lopez, Kassandra Lopez, Steffanie Braun, Claude H. Volmar, J. W. Harbour, Stefan Kurtenbach. Identifying class 1 HDACs as a vulnerability for aggressive uveal melanoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 4581.

Abstract 2058: Compound library screening to identify modulators of alternative splicing in non-small cell lung cancer (NSCLC)

Abstract Alternative splicing is a molecular mechanism that allows a single gene to encode multiple proteins. It is a complex and highly controlled process used to regulate normal gene expression but is often dysregulated in cancer. Compounds that can modulate alternative splicing are currently being explored as a potential new class of therapeutic agent in cancer. This highlights the need for a deeper understanding of the splicing process, its regulation, and its impact. The discovery of novel and specific tool compounds that modulate splicing would therefore not only be beneficial in investigating the regulation and dysregulation of splicing in cancer but could also be exploited therapeutically. To identify novel regulators of splicing, we generated a cell-based split luciferase screening assay based on alternative splicing of MCL-1 (myeloid cell leukemia-1 protein) pre-mRNA. The MCL1 gene usually produces an mRNA encoding a ‘long’ variant (MCL1L) that is an anti-apoptotic protein often highly expressed in cancers. However, in some circumstances, for example following genetic knockdown of splicing factors, a pro-apoptotic ‘short’ variant (MCL1S) is expressed as a result of exon-skipping. Here we engineered the human NSCLC cell line NCI-H1299 to express a luminescent-tagged version of the MCL1S splice variant to monitor its induction upon spliceosome modulation. Using this engineered cell line, we screened an unannotated library of 12,000 compounds selected to have low molecular weights and favorable properties for cellular uptake. The screen had an average Z’ value of 0.89 over 45 microplates, indicating high assay robustness. Hits were identified as any compound with a luminescence of greater than the average + two standard deviations of the screening dataset. The compounds were validated by repetition in the screening assay, giving 34 candidate hits that were then triaged by qPCR assay to confirm splicing modulation of MCL1. One interesting hit was found to increase mRNA and cellular protein levels of MCL1S and induced altered splicing across the transcriptome that was distinct from the splicing profiles of a diverse panel of splicing modulators, including compounds targeting SF3B1, CLK, and RBM39. In addition, treatment with this hit compound resulted in accumulation of the splicing factor SC35 in cytoplasmic granules, an unusual phenotype not seen with known splicing modulators, that could explain the distinct splicing modulation we have observed. Deconvolution and further characterization of screening hits and potentially unique new mechanisms of action could improve current understanding of alternative splicing and its regulation in NSCLC. The discovery of novel compounds to expand our current toolset of splicing modulators will be key in building the foundation for future splicing targeted drug discovery. Citation Format: Rachel Cooley, Marissa V. Powers, Adam G. Bond, Patrizia Jensen, Gary Newton, Andrea Scarpino, Juliane Braun, Christina Esdar, Paul A. Clarke. Compound library screening to identify modulators of alternative splicing in non-small cell lung cancer (NSCLC) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 2058.

Large-Scale Pretraining Improves Sample Efficiency of Active Learning-Based Virtual Screening.

Virtual screening of large compound libraries to identify potential hit candidates is one of the earliest steps in drug discovery. As the size of commercially available compound collections grows exponentially to the scale of billions, active learning and Bayesian optimization have recently been proven as effective methods of narrowing down the search space. An essential component of those methods is a surrogate machine learning model that predicts the desired properties of compounds. An accurate model can achieve high sample efficiency by finding hits with only a fraction of the entire library being virtually screened. In this study, we examined the performance of a pretrained transformer-based language model and graph neural network in a Bayesian optimization active learning framework. The best pretrained model identifies 58.97% of the top-50,000 compounds after screening only 0.6% of an ultralarge library containing 99.5 million compounds, improving 8% over the previous state-of-the-art baseline. Through extensive benchmarks, we show that the superior performance of pretrained models persists in both structure-based and ligand-based drug discovery. Pretrained models can serve as a boost to the accuracy and sample efficiency of active learning-based virtual screening.

Abstract A038: Epigenetic compound library screen of ovarian clear cell carcinoma cell line models identifies decreased cell viability following treatment with the Bruton tyrosine kinase inhibitor ibrutinib

Abstract Ovarian clear cell carcinoma (OCCC) is a difficult to treat histological subtype of ovarian cancer, demonstrating resistance to standard chemotherapy. New approaches are required in order to identify compounds with the potential to target this tumor. OCCC are characterized by mutations in ARID1A and/or ARID1B (AT-rich interactive domain-containing proteins) that encode for members of the mammalian SWI/SNF (SWItch/Sucrose Non-Fermentable) chromatin remodeling complex. We have used an epigenetic library consisting of 160 compounds that targets epigenetic readers, writers, erasers, and transcriptional modulators, to screen seven OCCC cell line models (RMG1, JHOC5, OVTOKO, OVMANA, OVISE, OV207 and TOV21G) and three non-OCCC ovarian cancer cell line models (A2780, COV434 and OVCAR8). Cell lines were seeded in triplicate into 96-well plates and treated with all 160 compounds at both 5 µM and 0.5 µM, as well as with a DMSO vehicle control, for 72 hours. Following treatment, cell viability was determined using a MTS assay and each data point normalized to the DMSO control. Based on the results of viability assays, drugs were sought that preferentially targeted OCCC relative to non-OCCC cell lines. Drugs that increased cell proliferation in two or more of the OCCC lines were removed from the analysis, as were drugs that did not impact upon viability. Drug 152, ibrutinib, inhibited cell viability between 53 to 78% in 6 of the 7 OCCC cell lines at 5 µM, with an average inhibition of 64%. In non-OCCC cell lines, the average cell viability after treatment with 5 µM ibrutinib was 91% (range, 84 – 103%). Ibrutinib is a small molecule inhibitor of Bruton tyrosine kinase (BTK) that has been approved by the FDA for treatment of a number of hematological malignancies including mantle cell lymphoma, small lymphocytic lymphoma and chronic lymphocytic leukemia. BTK functions in B-cell receptor signaling, regulating B cell proliferation and survival. Ibrutinib works by irreversibly blocking the kinase activity of BTK. Interestingly, ibrutinib binding sites are also present in other tyrosine kinases, including EGFR, raising the possibility of off-target effects that can function to decrease tumor cell viability. In addition to hematological malignancies, ibrutinib is being investigated in clinical trials for the potential to impact on solid tumors including non-small cell lung cancer, certain oesophagogastric carcinoma, advanced carcinoid and pancreatic neuroendocrine tumors, squamous cell carcinoma of the head and neck, renal cell carcinoma and glioblastoma, including in some cases in combination with other therapeutic drugs including cisplatin, temozolomide and nivolumab. Following organoid drug testing, off-label use of ibrutinib in a patient with low-grade serous ovarian cancer has recently shown promising results. Research is on-going to determine the effectiveness of ibrutinib in pre-clinical models of OCCC, including analyses of the effectiveness of ibrutinib in ARID1A and ARID1B wild-type and mutant CRISPR-engineered isogenic cell line panels of OCCC. Citation Format: Yue Ma, Kristie Ann Dickson, Natisha Field, Tao Xie, Nham Tran, Deborah Joy Marsh. Epigenetic compound library screen of ovarian clear cell carcinoma cell line models identifies decreased cell viability following treatment with the Bruton tyrosine kinase inhibitor ibrutinib [abstract]. In: Proceedings of the AACR Special Conference on Ovarian Cancer; 2023 Oct 5-7; Boston, Massachusetts. Philadelphia (PA): AACR; Cancer Res 2024;84(5 Suppl_2):Abstract nr A038.

FDA compound library screening Baicalin upregulates TREM2 for the treatment of cerebral ischemia-reperfusion injury

Acute ischemic stroke (AIS) is a leading cause of global incidence and mortality rates. Oxidative stress and inflammation are key factors in the pathogenesis of AIS neuroinjury. Therefore, it is necessary to develop drugs that target neuroinflammation and oxidative stress in AIS. The Triggering Receptor Expressed on Myeloid Cells 2 (TREM2), primarily expressed on microglial cell membranes, plays a critical role in reducing inflammation and oxidative stress in AIS. In this study, we employed a high-throughput screening (HTS) strategy to evaluate 2625 compounds from the (Food and Drug Administration) FDA library in vitro to identify compounds that upregulate the TREM2 receptor on microglia. Through this screening, we identified Baicalin as a potential drug for AIS treatment. Baicalin, a flavonoid compound extracted and isolated from the root of Scutellaria baicalensis, demonstrated promising results. Next, we established an in vivo mouse model of cerebral ischemia-reperfusion injury (MCAO/R) and an in vitro microglia cell of oxygen-glucose deprivation reperfusion (OGD/R) to investigate the role of Baicalin in inflammation injury, oxidative stress, and neuronal apoptosis. Our results showed that baicalin effectively inhibited microglia activation, reactive oxygen species (ROS) production, and inflammatory responses in vitro. Additionally, baicalin suppressed neuronal cell apoptosis. In the in vivo experiments, baicalin not only improved neurological functional deficits and reduced infarct volume but also inhibited microglia activation and inflammatory responses. Overall, our findings demonstrate the efficacy of Baicalin in treating MCAO/R by upregulating TREM2 to reduce inflammatory responses and inhibit neuronal apoptosis.

A sensitive and scalable fluorescence anisotropy single stranded RNA targeting approach for monitoring riboswitch conformational states.

The capacity of riboswitches to undergo conformational changes in response to binding their native ligands is closely tied to their functional roles and is an attractive target for antimicrobial drug design. Here, we established a probe-based fluorescence anisotropy assay to monitor riboswitch conformational switching with high sensitivity and throughput. Using the Bacillus subtillis yitJ S-Box (SAM-I), Fusobacterium nucleatum impX RFN element of (FMN)and class-I cyclic-di-GMP from Vibrio cholerae riboswitches as model systems, we developed short fluorescent DNA probes that specifically recognize either ligand-free or -bound riboswitch conformational states. We showed that increasing concentrations of native ligands cause measurable and reproducible changes in fluorescence anisotropy that correlate with riboswitch conformational changes observed by native gel analysis. Furthermore, we applied our assay to several ligand analogues and confirmed that it can discriminate between ligands that bind, triggering the native conformational change, from those that bind without causing the conformational change. This new platform opens the possibility of high-throughput screening compound libraries to identify potential new antibiotics that specifically target functional conformational changes in riboswitches.

Mechanism of action of phthalazinone derivatives against rabies virus

Rabies, a viral zoonosis, is responsible for almost 59,000 deaths each year, despite the existence of an effective post-exposure prophylaxis. Indeed, rabies causes acute encephalomyelitis, with a case-fatality rate of 100 % after the onset of neurological clinical signs. Therefore, the development of therapies to inhibit the rabies virus (RABV) is crucial. Here, we identified, from a 30,000 compound library screening, phthalazinone derivative compounds as potent inhibitors of RABV infection and more broadly of Lyssavirus and even Mononegavirales infections. Combining in vitro experiments, structural modelling, in silico docking and in vivo assays, we demonstrated that phthalazinone derivatives display a strong inhibition of lyssaviruses infection by acting directly on the replication complex of the virus, and with noticeable effects in delaying the onset of the clinical signs in our mouse model.