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    Publication Date: 2016-12-02
    Description: Development of MDM2 inhibitors enabled successful induction of p53-mediated apoptosis in tumor cells without a risk of DNA damage. Early clinical trials of MDM2 inhibitors demonstrated proof-of-concept (Andreeff et al., Clin Can Res, 2015). However, a clinical challenge is that not all the tumors bearing wild-type TP53 are sensitive to MDM2 inhibition. We here discovered novel gene profiling-based algorithms for predicting tumor sensitivity to MDM2 inhibition, using DS-3032b, a novel potent MDM2 inhibitor, which is currently in early clinical trials. In vitro inhibitory effects of DS-3032b on MDM2-p53 interaction was demonstrated using the homogeneous time resolved fluorescence (HTRF) assay (IC50 5.57 nM). DS-3032b treatment (30-1000 nM) indeed increased p53 protein in a dose-dependent manner, and also the p53 targets MDM2 and p21, in cancer cell lines with wild-type TP53 (SJSA-1, MOLM-13, DOHH-2, and WM-115), showing around 10-fold potent growth inhibition effects compared to Nutlin-3a (Table 1). The xenograft mouse models with SJSA-1 and MOLM-13 cells showed 〉 90% reduction in tumor growth with oral administrations of 25 and 50 mg/kg/day. For discovering predictive gene signatures, we performed two different approaches. In the first approach, 240 cell lines available as OncoPanel were treated with DS-3032b, another prototypic MDM2 inhibitor DS-5272, and Nutlin-3a, and determined 62 sensitive and 164 resistant lines, based on GI50s. Using gene expression profiling (GEP) publicly available for all the cell lines, we selected 175 top-ranked genes with highest expression in the 62 sensitive cell lines. We thus defined the average of Z-scores of the 175 gene expression as "sensitivity score". To validate the 175-gene signature, we evaluated in vivo anti-tumor activities of DS-3032b in 13 patient-derived tumor xenografts (melanoma, NSCLC, colorectal and pancreatic cancers). The prediction accuracy, sensitivity, positive predictive value (PPV), and negative predictive value (NPV) were 85, 88, 88 and 80% respectively. As another validation set, 41 primary AML samples were treated with DS-3032b to define the top and bottom one-third most sensitive or resistant samples (14 each), and GEP was performed in every sample. TP53 mutations were detected in 8 specimens by next generation sequencing and confirmed by Sanger sequencing. The 175-gene signature was applied to the AML dataset, and the accuracy, sensitivity, PPV and NPV to predict the 14 sensitive or resistant samples were 79, 93, 72 and 90% respectively. Importantly, this signature was more predictive than the TP53 mutation status alone applied (68, 93, 62 and 86%). (Table 2A-B) In contrast to the cell line-based approach, the second approach defined an AML-specific gene signature. Specifically, we used the same dataset of 41 primary AML samples described above as training and validation set, by performing random forest methods with cross validation. Using a routine way in bioinformatics analysis of classifying gene signature, we first selected the 1500 top-ranked genes with highest expression variance among all the specimens. In addition, p53-related 32 genes that potentially have predictive values were also selected based on the previous reports. Classification was performed using the random forest method to identify a predictive algorithm with the 1500-gene set, 32-gene set or combined 1525-gene set (7 genes were overlapped), thus we found that the 1525-gene set had highest performance than each gene set alone. However, applying this method to all the 41 samples showed inferior predictive performance than applied only to the 33 wild-type TP53 samples (the prediction accuracy, sensitivity, PPV and NPV were 68, 72, 67 and 69%, vs. 77, 82, 75 and 80%).(Table 2C) Finally, we combined each of the two algorithms (Table 2B-C) with TP53 mutation status. Specifically, the samples with TP53 mutations were predicted as resistant, then either of gene signatures was applied to the rest of the samples with wild-type TP53. Predictive performance (Table 2D-E) was improved in both signatures compared to the others, especially showing the highest PPVs (80 and 82%, respectively). Taken together, gene signatures discovered in the present study, by combining with TP53 mutation status, provided new highly predictive algorithms for therapy of MDM2 inhibition. Our findings will be tested in ongoing clinical trials of DS-3032b. Disclosures Nakamaru: Daiichi Sankyo Co., Ltd: Employment. Seki:2Daiichi Sankyo Co., Ltd.: Employment. Tazaki:2Daiichi Sankyo Co., Ltd.: Employment. DiNardo:Celgene: Research Funding; Novartis: Other: advisory board, Research Funding; Abbvie: Research Funding; Agios: Other: advisory board, Research Funding; Daiichi Sankyo: Other: advisory board, Research Funding. Tse:Daiichi Sankyo, Inc.: Employment.
    Print ISSN: 0006-4971
    Electronic ISSN: 1528-0020
    Topics: Biology , Medicine
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  • 3
    Publication Date: 2018-11-29
    Description: The presence of MRD in patients with acute myeloid leukemia (AML) who are in morphologic remission has been shown to be a powerful predictor of eventual relapse. FMS-like tyrosine kinase 3 internal tandem duplications (FLT3-ITD) confer a negative prognostic impact by increasing the risk of relapse. However, the ability to detect these mutations in remission bone marrow specimens is hampered by the limited sensitivity of conventional polymerase chain reaction (PCR)-based assays, which detect approximately only 1 of every 100 (1%) mutant cells. To address this problem, we have developed a novel NGS-based MRD assay for the detection of FLT3-ITD mutations. Using isolated genomic DNA from bone marrow aspirates or whole-blood samples, PCR primers flanking exons 14 and 15 of the FLT3 gene were designed and highly diverse NGS libraries were generated. These libraries were then sequenced by Illumina's sequencing-by-synthesis method. The bioinformatics approach we used identifies unique FLT3-ITD mutations of varying length along with wild type sequences and calculates a mutant allelic frequency. The assay was validated using clinical samples to assess accuracy and reproducibility. DNA samples from selected mutant cell lines representing different FLT3-ITD lengths were spiked into normal DNA to evaluate assay sensitivity and linearity. The assay was linear (R2 = 0.958) down to FLT3-ITD allele frequency levels of 0.035% but was capable of detecting FLT3-ITD mutations at a level as low as 0.003%. We next validated the assay using clinical samples from patients with FLT3-ITD AML. The negative prognostic impact of FLT3-ITD mutations can be mitigated in part when an FLT3 inhibitor is administered in combination with induction chemotherapy, as demonstrated in CALGB10603/RATIFY (N Engl J Med. 2017;377:454). It was reported in this study that patients treated with an FLT3 inhibitor combined with chemotherapy followed by allogeneic transplant in first remission had better overall survival than their counterparts in the control arm. One hypothesis for this outcome is that the FLT3-inhibitor-treated patients had a lower leukemic burden prior to transplant. As a pilot test of this concept, we used our MRD assay on a series of bone marrow aspirate samples collected from 10 patients with newly diagnosed FLT3-ITD AML. The patients were selected to be as uniform as possible. All patients had intermediate-risk karyotype, a detectable FLT3-ITD mutation by conventional PCR, and mutated NPM1. All patients received cytarabine-based intensive induction and achieved morphologic first remission with a single course of chemotherapy. Finally, all patients underwent allogeneic transplant in first remission. The sample analyzed for MRD was the first collected after remission induction, 5-8 weeks after the start of therapy. The investigators performing the MRD assay were blinded to the clinical data. Four patients received chemotherapy alone, while 6 were treated with chemotherapy (7+3) plus an FLT3 inhibitor. In all patients' remission samples, the MRD assay identified the FLT3-ITD mutation that precisely matched the one observed in the original diagnostic specimen. This demonstrates the sensitivity of the assay (all samples had a detectable mutation), and the unique length of each patient's mutation confers a degree of specificity not achievable with MRD detection methods that focus on other AML-associated mutations. Supporting our hypothesis was the observation that patients treated with FLT3 inhibitors had MRD levels lower than those in patients treated with chemotherapy alone (Figure). Our results help establish the role of NGS-based MRD assays for the clinical management of FLT3-ITD AML. This assay could be used to define the depth of remission, identify persistent disease, and help guide decision making in the use of FLT3 inhibitors as continuation therapy. This study provides validation of the clinical utility of our MRD assay, which will be used to analyze the remission samples from patients in the ongoing phase 3, randomized, double-blind, placebo-controlled QuANTUM-First clinical trial, in which patients with newly diagnosed FLT3-ITD AML are randomized to receive either the highly potent and selective FLT3 inhibitor quizartinib or placebo in combination with chemotherapy, followed by single-agent quizartinib as continuation therapy. Disclosures Shi: Novartis: Employment, Equity Ownership; Daiichi Sankyo: Other: Provide clinical trial testing services. Chang:Daiichi Sankyo: Employment. Laing:Novartis: Employment; Daiichi Sankyo: Other: Provide clinical trial testing services. Berisha:Daiichi Sankyo: Employment. Adams:Johns Hopkins University: Employment. Ding:Navigate BP: Employment; Daiichi Sankyo: Other: Provide clinical trial testing services. Nakamaru:Daiichi Sankyo: Employment. Lameh:Navigate BioPharma Inc,: Employment; Daiichi Sankyo: Other: Provide clinical trial testing services. Pollner:Navigate BioPharma Inc.: Employment. Kobayashi:Daiichi Sankyo: Employment.
    Print ISSN: 0006-4971
    Electronic ISSN: 1528-0020
    Topics: Biology , Medicine
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  • 4
  • 5
    Publication Date: 1998-03-01
    Print ISSN: 0006-291X
    Electronic ISSN: 1090-2104
    Topics: Biology , Chemistry and Pharmacology , Physics
    Published by Elsevier
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