Yin, Holly

Abstract Despite remarkable therapeutic advances in malignant melanoma, an incomplete understanding of melanoma's extraordinary genetic diversity, complex disease course and ability to resist treatment continues to impede rational, curative clinical intervention. This is particularly true for the understudied “dark matter” of the melanoma genome, i.e. cases that lack mutations in the three most commonly-mutated melanoma genes (BRAF, NRAS, NF1) and that display extensive mutational heterogeneity. Clearly a pressing need exists for transformative approaches to melanoma medicine. We have therefore broadened our traditional focus on melanoma in human patients to include canine melanoma as a model of human disease. Given canine melanoma's clinicopathological resemblance to human non-cutaneous triple-negative subtypes, study of this disease in each species may inform the other. Further, the accelerated clinical course of canine melanoma and flexibility in veterinary clinical trial design may allow for evaluation of novel treatment designs that would not be possible in human cancer trials. Thus, we have undertaken a first-in-dog genomic characterization study of canine melanomas from a cohort of 37 dogs to further explore the landscape of this comparative model. This analysis combines comprehensive genomics (whole genome, whole genome long-insert, RNA sequencing, and array comparative genomic hybridization) in 7 matched canine melanoma/normal tissues with targeted analysis in an additional 27 tumors and 3 cell lines. These canine tumors display striking patterns of mutation and subtype heterogeneity resembling that of their non-cutaneous human counterparts with the majority being BRAF, NRAS, and NF1 wild type and lacking recurrent single nucleotide variants. Despite heterogeneity at the single nucleotide level, shared patterns of structural variation and gene expression exist and these patterns suggest core pathways that may define therapeutic vulnerabilities in these disease subtypes. These data provide the genomic framework for further clinical pursuit of melanoma in the canine model as a paradigm for drug development. Citation Format: William P. Hendricks, Victoria Zismann, Berry Button, Christophe Legendre, Waibhav Tembe, Holly Yin, Michael Bittner, Donald Berry, Matthew Huentelman, Chand Khanna, Patricia LoRusso, Matthew Breen, Aleksandar Sekulic, Jeffrey Trent. The genomic landscape of canine melanoma reveals broad mutational heterogeneity and recurrent patterns of structural variation. [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 3417. doi:10.1158/1538-7445.AM2014-3417

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 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

Abstract Hepatocellular carcinoma (HCC), the primary malignancy of the liver, is the fourth leading cause of cancer deaths worldwide, with a 5-year survival rate of∼10%. Recently, a new multikinase inhibitor, sorafenib (Nexavar®), which mainly targets the VEGFR and the Raf/Mek/Erk pathways, has shown limited response rate and modest survival benefits in patients with advanced stage HCC. We hypothesize that there exist genetic alterations or contexts of vulnerability (COV) in cancer cells that dictate sensitivity to sorafenib. In order to identify specific COVs and obtain an increased understanding of drug's mechanism of action, we performed a custom chemosensitization high-throughput siRNA screen. We developed and optimized a sorafenib chemosensitization assay in 3 HCC cell lines, one of which, Hep3B, a AFP and HBsAg positive cell line, was selected for primary RNAi screening with a kinase siRNA library, which covers 700 genes (4 siRNA sequences per gene). Primary screen data was rigorously evaluated for multiple quality control metrics (transfection efficiency, CV values, accessing plate-to-plate and set-to-set variation) and found to exceed all expected performance parameters. The top sorefenib sensitizing hits were identified and supplemented with additional genes selected based on related biological concepts. This sensitization effect of the genes was further tested and compared in two additional HCC cell lines (HepG2 and PLC). Additionally, based on the sensitizer list from the RNAi screening, 11 chemical compounds were tested for synergistic combination with sorafenib. Notable synergism with sorafenib was observed in the combination with erlotinib or doxorubicin. More strikingly, we also observed synergy between sorafenib and multiple MEK inhibitors as well as gemcitabine in the selected HCC cell lines. Our data suggest that MEK inhibitors might improve the efficacy of sorafenib in HCC treatment in the clinic. Further mechanistic studies are being conducted for this particular combination. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr LB-285.

Abstract The molecular target(s) cooperating with proteasome inhibition in multiple myeloma (MM) remain unknown. We therefore measured proliferation in MM cells transfected with 13 984 small interfering RNAs in the absence or presence of increasing concentrations of bortezomib. We identified 37 genes, which when silenced, are not directly cytotoxic but do synergistically potentiate the growth inhibitory effects of bortezomib. To focus on bortezomib sensitizers, genes that also sensitized MM to melphalan were excluded. When suppressed, the strongest bortezomib sensitizers were the proteasome subunits PSMA5, PSMB2, PSMB3, and PSMB7 providing internal validation, but others included BAZ1B, CDK5, CDC42SE2, MDM4, NME7, RAB8B, TFE3, TNFAIP3, TNK1, TOP1, VAMP2, and YY1. The strongest hit CDK5 also featured prominently in pathway analysis of primary screen data. Cyclin-dependent kinase 5 (CDK5) is expressed at high levels in MM and neural tissues with relatively low expression in other organs. Viral shRNA knockdown of CDK5 consistently sensitized 5 genetically variable MM cell lines to proteasome inhibitors (bortezomib and carfilzomib). Small-molecule CDK5 inhibitors were demonstrated to synergize with bortezomib to induce cytotoxicity of primary myeloma cells and myeloma cell lines. CDK5 regulation of proteasome subunit PSMB5 was identified as a probable route to sensitization.