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YIA24-007: Genetic Ancestry and Genomic Alterations of Cervical Cancer in a Diverse Patient Population. J Natl Compr Canc Netw 2024; 22:YIA24-007. [PMID: 38579857 DOI: 10.6004/jnccn.2023.7125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024]
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Therapeutic HDAC inhibition in hypermutant diffuse intrinsic pontine glioma. Neoplasia 2023; 43:100921. [PMID: 37603953 PMCID: PMC10465940 DOI: 10.1016/j.neo.2023.100921] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 07/28/2023] [Accepted: 08/02/2023] [Indexed: 08/23/2023]
Abstract
Constitutional mismatch repair deficiency (CMMRD) is a cancer predisposition syndrome associated with the development of hypermutant pediatric high-grade glioma, and confers a poor prognosis. While therapeutic histone deacetylase (HDAC) inhibition of diffuse intrinsic pontine glioma (DIPG) has been reported; here, we use a clinically relevant biopsy-derived hypermutant DIPG model (PBT-24FH) and a CRISPR-Cas9 induced genetic model to evaluate the efficacy of HDAC inhibition against hypermutant DIPG. We screened PBT-24FH cells for sensitivity to a panel of HDAC inhibitors (HDACis) in vitro, identifying two HDACis associated with low nanomolar IC50s, quisinostat (27 nM) and romidepsin (2 nM). In vivo, quisinostat proved more efficacious, inducing near-complete tumor regression in a PBT-24FH flank model. RNA sequencing revealed significant quisinostat-driven changes in gene expression, including upregulation of neural and pro-inflammatory genes. To validate the observed potency of quisinostat in vivo against additional hypermutant DIPG models, we tested quisinostat in genetically-induced mismatch repair (MMR)-deficient DIPG flank tumors, demonstrating that loss of MMR function increases sensitivity to quisinostat in vivo. Here, we establish the preclinical efficacy of quisinostat against hypermutant DIPG, supporting further investigation of epigenetic targeting of hypermutant pediatric cancers with the potential for clinical translation. These findings support further investigation of HDAC inhibitors against pontine high-grade gliomas, beyond only those with histone mutations, as well as against other hypermutant central nervous system tumors.
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Genomic and Transcriptomic Predictors of Response from Stereotactic Body Radiation Therapy in Patients with Oligoprogressive Renal Cell Carcinoma. Eur Urol Oncol 2023:S2588-9311(22)00203-6. [PMID: 36609061 DOI: 10.1016/j.euo.2022.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 10/17/2022] [Accepted: 11/29/2022] [Indexed: 01/06/2023]
Abstract
Stereotactic body radiation therapy (SBRT) has been shown to be safe and effective for delaying systemic treatment change among patients with metastatic renal cell carcinoma (mRCC). In this study, we sought to assess the genomic signatures of patients with mRCC who underwent SBRT for oligoprogression. A total of 30 patients with oligoprogressive disease were identified, the majority of whom had clear cell renal cell carcinoma (83.3%) and were receiving first-line treatment (53.3%). Genomic and transcriptomic sequencing were available in 20 and 16 patients, respectively. Duration of systemic treatment (DOT) was categorized as that prior (DOT[P]) and subsequent (DOT[S]) to radiation treatment. The median DOT(P) and DOT(S) were 15.1 and 18.3 mo, respectively, with a median DOT(S)/DOT(P) ratio of 1.4. Patients who had a DOT(S)/DOT(P) ratio of ≥1 had increased expression in pathways related to cell proliferation and development. In contrast, among patients with a ratio of ≤1, the reactive oxygen species pathway was enriched. This study highlights the potential role of genomics and transcriptomics to refine radiation treatment selection in patients with mRCC. PATIENT SUMMARY: In this study, we looked at mutations and genomic expressions among kidney cancer patients who responded better to stereotactic body radiotherapy. We found that enriched expression of certain pathways might play a role in response to radiotherapy.
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Interrogating the Human Diplome: Computational Methods, Emerging Applications, and Challenges. Methods Mol Biol 2023; 2590:1-30. [PMID: 36335489 DOI: 10.1007/978-1-0716-2819-5_1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Human DNA sequencing protocols have revolutionized human biology, biomedical science, and clinical practice, but still have very important limitations. One limitation is that most protocols do not separate or assemble (i.e., "phase") the nucleotide content of each of the maternally and paternally derived chromosomal homologs making up the 22 autosomal pairs and the chromosomal pair making up the pseudo-autosomal region of the sex chromosomes. This has led to a dearth of studies and a consequent underappreciation of many phenomena of fundamental importance to basic and clinical genomic science. We discuss a few protocols for obtaining phase information as well as their limitations, including those that could be used in tumor phasing settings. We then describe a number of biological and clinical phenomena that require phase information. These include phenomena that require precise knowledge of the nucleotide sequence in a chromosomal segment from germline or somatic cells, such as DNA binding events, and insight into unique cis vs. trans-acting functionally impactful variant combinations-for example, variants implicated in a phenotype governed by compound heterozygosity. In addition, we also comment on the need for reliable and consensus-based diploid-context computational workflows for variant identification as well as the need for laboratory-based functional verification strategies for validating cis vs. trans effects of variant combinations. We also briefly describe available resources, example studies, as well as areas of further research, and ultimately argue that the science behind the study of human diploidy, referred to as "diplomics," which will be enabled by nucleotide-level resolution of phased genomes, is a logical next step in the analysis of human genome biology.
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Upfront Biology-Guided Therapy in Diffuse Intrinsic Pontine Glioma: Therapeutic, Molecular, and Biomarker Outcomes from PNOC003. Clin Cancer Res 2022; 28:3965-3978. [PMID: 35852795 PMCID: PMC9475246 DOI: 10.1158/1078-0432.ccr-22-0803] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/22/2022] [Accepted: 07/15/2022] [Indexed: 01/07/2023]
Abstract
PURPOSE PNOC003 is a multicenter precision medicine trial for children and young adults with newly diagnosed diffuse intrinsic pontine glioma (DIPG). PATIENTS AND METHODS Patients (3-25 years) were enrolled on the basis of imaging consistent with DIPG. Biopsy tissue was collected for whole-exome and mRNA sequencing. After radiotherapy (RT), patients were assigned up to four FDA-approved drugs based on molecular tumor board recommendations. H3K27M-mutant circulating tumor DNA (ctDNA) was longitudinally measured. Tumor tissue and matched primary cell lines were characterized using whole-genome sequencing and DNA methylation profiling. When applicable, results were verified in an independent cohort from the Children's Brain Tumor Network (CBTN). RESULTS Of 38 patients enrolled, 28 patients (median 6 years, 10 females) were reviewed by the molecular tumor board. Of those, 19 followed treatment recommendations. Median overall survival (OS) was 13.1 months [95% confidence interval (CI), 11.2-18.4] with no difference between patients who followed recommendations and those who did not. H3K27M-mutant ctDNA was detected at baseline in 60% of cases tested and associated with response to RT and survival. Eleven cell lines were established, showing 100% fidelity of key somatic driver gene alterations in the primary tumor. In H3K27-altered DIPGs, TP53 mutations were associated with worse OS (TP53mut 11.1 mo; 95% CI, 8.7-14; TP53wt 13.3 mo; 95% CI, 11.8-NA; P = 3.4e-2), genome instability (P = 3.1e-3), and RT resistance (P = 6.4e-4). The CBTN cohort confirmed an association between TP53 mutation status, genome instability, and clinical outcome. CONCLUSIONS Upfront treatment-naïve biopsy provides insight into clinically relevant molecular alterations and prognostic biomarkers for H3K27-altered DIPGs.
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DIPG-31. Prognostic and predictive biomarkers of response in children and young adults with H3K27M-altered diffuse intrinsic pontine glioma: results from a multi-center, interventional clinical trial (PNOC003). Neuro Oncol 2022. [DOI: 10.1093/neuonc/noac079.088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
BACKGROUND: Diffuse intrinsic pontine glioma (DIPG) is a fatal brain tumor. Herein, we report on novel prognostic and predictive genomic biomarkers identified in PNOC003, a multi-center precision medicine trial for children and young adults diagnosed with DIPG. METHODS: Patients aged 3-25 years were enrolled on PNOC003 based on radiographic diagnosis of DIPG. Pre-treatment tumor biopsies were analyzed using tumor-normal whole-exome sequencing and mRNA-tumor sequencing to determine biology-informed, multi-agent therapy following radiation therapy (RT). Whole-genome sequencing was performed as an exploratory study aim. Genomic biomarkers were investigated to identify predictors of RT response and overall survival (OS) in patients with confirmed H3K27M-altered DIPG. Prognostic biomarkers were verified in a retrospective, H3K27M-altered diffuse midline glioma cohort (n=22) from the Children’s Brain Tumor Network (CBTN). RESULTS: Thirty patients enrolled on PNOC003 met molecular criteria for H3K27M-altered DIPG. TP53 was the most frequently altered driver gene (73%). Somatic alterations in PTEN>TP53>PDGFRA were independently associated with OS (P<0.05, in order of negative impact on survival). TP53 mutations associated with worse OS (TP53mut 11.1 mo [95% CI 8.7, 14]; TP53wt 13.3 mo [95% CI 11.8, NA]; P=3e-2), chromosomal instability (P=3e-3), and resistance to RT (P=6e-4). Moreover, loss of chromosome 10q, encoding tumor suppressor PTEN, was associated with worse OS, co-occurred with PTEN alterations, biallelic PTEN inactivation and loss of gene expression. The combination of TP53 alterations and loss of 10q/PTEN in H3K27M-altered DIPG was associated with the worst OS in a combined PNOC003 and CBTN cohort (TP53mut/10qdel, n=14, OS 8.4 mo [95% CI 7.4, 15.8]; TP53mut/10qwt, n=20, OS 13.1 mo [95% CI 10.1, 17.2]; TP53wt/10qwt, n=14, OS 15.5 mo [11.8, 29.4]; P=2e-3). CONCLUSION: PNOC003, a tissue-driven clinical trial, provided insights into prognostic and predictive genomic biomarkers and informed a novel molecular tumor classification system for H3K27M-altered DIPGs.
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Correlates of clinical benefit from immunotherapy and targeted therapy in metastatic renal cell carcinoma: comprehensive genomic and transcriptomic analysis. J Immunother Cancer 2021; 8:jitc-2020-000953. [PMID: 32661119 PMCID: PMC7359179 DOI: 10.1136/jitc-2020-000953] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/02/2020] [Indexed: 01/05/2023] Open
Abstract
Background The clinical significance of tumor-specific genomic alterations in metastatic renal cell carcinoma (mRCC) is emerging, with several studies suggesting an association between PBRM1 mutations and response with immunotherapy (IO). We sought to determine genomic predictors of differential response to vascular endothelial growth factor–tyrosine kinase inhibitors (VEGF-TKIs) and IO. Methods Consecutive patients who underwent genomic profiling were identified; patients receiving either VEGF-TKIs or IO were included. Clinical tumor-normal whole exome sequencing and tumor whole transcriptome sequencing test were performed using a Clinical Laboratory Improvement Amendments (CLIA)-certified assay (Ashion Analytics; Phoenix, Arizona, USA). Genomic findings were compared between patients with clinical benefit (CB; complete/partial response or stable disease for >6 months) and no clinical benefit (NCB) in VEGF-TKI-treated patient cohort and IO-treated patient cohort. Results 91 patients received genomic profiling and 58 patients received VEGF-TKI and/or IO therapy. 17 received sequenced treatment involving both VEGF-TKI and IO, resulting in 32 patients in the IO cohort and 43 patients in the VEGF-TKI cohort. The most commonly used IO and VEGF-TKIs were nivolumab (66%) and sunitinib (40%). The most frequently detected alterations in the overall cohort were in VHL (64%), PBRM1 (38%), SETD2 (24%), KDM5C (17%) and TERT (12%). TERT promoter mutations were associated with NCB in the IO cohort (p=0.038); transcriptomic analysis revealed multiple differentially regulated pathways downstream of TERT. TERT promoter mutations and PBRM1 mutations were found to be mutually exclusive. While PBRM1 mutations were more prevalent in patients with CB with IO and VEGF-TKIs, no statistically significant association was found. Conclusions Our analysis found that TERT promoter mutations may be a negative predictor of outcome with IO and are mutually exclusive with PBRM1 loss-of-function mutations.
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Abstract 1312: Identifying the genomic correlates of clinical benefit (CB) from immunotherapies (IO) and vascular endothelial growth factor-tyrosine kinase inhibitors (VEGF-TKI) in metastatic renal cell carcinoma (mRCC). Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-1312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Along with the expanding treatment landscape of mRCC, a substantial need for ways to predict individual patients' (pts) benefit from different therapies has emerged. Recent studies highlight the clinical significance of tumor-specific genomic alterations, revealing a prognostic and/or predictive role of PBRM1 mutations with IO in mRCC (Miao et al Nature 2018). Employing a large institutional database, we aimed to identify genomic correlates of CB from IO and VEGF-TKIs in mRCC. Methods: Consecutive pts who underwent genomic profiling (GP) as part of routine clinical care at the City of Hope Comprehensive Cancer Center were retrospectively identified. GP included the GEM ExTra assay, a clinical tumor-normal whole exome sequencing and tumor whole transcriptome sequencing test performed at Ashion Analytics (Phoenix, AZ), a CAP-accredited, CLIA-certified laboratory. The clinical database included detailed information regarding demographics, treatment, response and survival outcomes. Pts who had complete response (CR), partial response (PR) or stable disease (SD) for >6 months were considered as having CB. Progressive disease (PD) as best response was considered no clinical benefit (NCB). Genomic findings were compared between pts with CB and NCB in the IO and VEGF-TKI cohorts. Results: Among the 58 (45:13 M:F) pts, 17 received sequencing treatment involving both a VEGF-TKI and IO, resulting in 32 pts in the IO cohort and 43 pts in the VEGF-TKI cohort. The most commonly used IO and VEGF-TKIs were nivolumab (59%) and sunitinib (40%). CB rate and median progression free survival were 59.4% (CR: 3.1%, PR: 18.8%, SD: 37.5%) and 15.6 months (95%CI NR-NR) in the IO cohort, and 86% and 14.2 months (95%CI 9.0 - 18.5) in the VEGF-TKI cohort. The most frequently detected alterations in the overall cohort were in VHL (64%), PBRM1 (38%), SETD2 (24%), KDM5C (17%) and TERT (12%). Interestingly, TERT promoter mutations and PBRM1 mutations were found to be mutually exclusive. In both IO and VEGF-TKI cohorts, tumor mutational burden did not differ between CB and NCB pts. No single genes were significantly associated with CB from VEGF-TKIs. While PBRM1 loss of function (LOF) was more common in IO pts with CB, and SETD2, KDM5C, TP53 alteration were more common in IO pts with NCB, there was no statistical significance observed (p values > 0.05). TERT promoter mutations were associated with NCB in the IO cohort (p=0.038). TERT promoter mutant tumors did not have CB with IO. Conclusion: Our analysis found that TERT promoter mutations are enriched in pts with NCB from IO and were mutually exclusive with PBRM1 LOF which had previously been shown to be an indicator of IO sensitivity. These results suggest that TERT promoter mutations may be a negative predictor of IO outcomes, which warrants future investigations with a larger sample size.
Citation Format: Nazli Dizman, Sara Byron, Yung Lyou, Paulo Gustavo Bergerot, JoAnn Hsu, Andre-Philippe Sam, Denise Phan Trieu, Jeffrey Trent, Sumanta Kumar Pal. Identifying the genomic correlates of clinical benefit (CB) from immunotherapies (IO) and vascular endothelial growth factor-tyrosine kinase inhibitors (VEGF-TKI) in metastatic renal cell carcinoma (mRCC) [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 1312.
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Abstract 2189: Evaluating efficacy of repurposed drugs in treatment of glioblastoma. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-2189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Glioblastoma (GB) is the most aggressive adult brain tumor with a devastating median survival time of about fourteen months post-surgery and standard of care therapy with radiation and temozolomide. The low incidence of GB is a dis-incentive to develop novel therapies. To overcome that obstacle, we investigated the efficacy of repurposing four FDA approved drugs known to cross the BBB, minocycline, propranolol, chlorpromazine, and metformin, to inhibit signaling and metabolism in GB cells. Minocycline is a tetracycline class broad spectrum antibiotic commonly used to treat severe acne and other skin infections. Propranolol is a beta blocker type heart medication primarily used to treat high blood pressure and irregular heartbeat. Chlorpromazine is a phenothiazine antipsychotic usually used for schizophrenia. Metformin is the most widely used first-line oral treatment for type-2 diabetes. Based on a literature survey, minocycline is expected to prevent the phosphorylation of STAT3, a transcription factor downstream of EGFR; propranolol is expected to disrupt EGFR trafficking; chlorpromazine is expected to target the mTOR/AKT pathway; metformin is believed to exploit vulnerabilities in cancer cell metabolism. Efficacy of minocycline in inhibiting EGFR-driven STAT3 activation was investigated using western blot analysis. Our results demonstrate that Minocycline effectively inhibits activation of EGFR-driven STAT3 in U373 glioma cells at 100μM. The ability of chlorpromazine to inhibit the mTOR/AKT pathway was similarly tested via western blot, which showed inhibition of phosphorylated Akt and S6 at 10μM. Efficacy of propranolol in perturbing EGFR trafficking was evaluated using flow cytometry and immunofluorescence, which depicted altered membrane-associated EGFR abundance. Finally, concentration-dependent inhibition of colony formation was tested for all four drugs. Propranolol and minocycline showed potential stimulatory effects at 10μM, but all drugs inhibited cell growth at 50μM and higher. Efficacy of these drugs in treatment of GB is being further evaluated using in vitro neurosphere cultures from patients identified as having the cellular vulnerabilities potentially targeted by these drugs. Successful completion of this project will lead to in vivo efficacy testing of these four drugs in orthotopic GB PDX models.
Citation Format: Tristan Neal, Nanyun Tang, George Reid, Sara Byron, Harshil Dhruv, Michael Berens. Evaluating efficacy of repurposed drugs in treatment of glioblastoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 2189.
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Identification of therapeutic targets in chordoma through comprehensive genomic and transcriptomic analyses. Cold Spring Harb Mol Case Stud 2018; 4:mcs.a003418. [PMID: 30322893 PMCID: PMC6318766 DOI: 10.1101/mcs.a003418] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Accepted: 10/04/2018] [Indexed: 01/12/2023] Open
Abstract
Chordoma is a rare, orphan cancer arising from embryonal precursors of bone. Surgery and radiotherapy (RT) provide excellent local control, often at the price of significant morbidity because of the structures involved and the need for relatively high doses of RT; however, recurrence remains high. Although our understanding of the genetic changes that occur in chordoma is evolving rapidly, this knowledge has yet to translate into treatments. We performed comprehensive DNA (paired tumor/normal whole-exome and shallow whole-genome) and RNA (tumor whole-transcriptome) next-generation sequencing analyses of archival sacral and clivus chordoma specimens. Incorporation of transcriptomic data enabled the identification of gene overexpression and expressed DNA alterations, thus providing additional support for potential therapeutic targets. In three patients, we identified alterations that may be amenable to off-label FDA-approved treatments for other tumor types. These alterations include FGFR1 overexpression (ponatinib, pazopanib) and copy-number duplication of CDK4 (palbociclib) and ERBB3 (gefitinib). In a third patient, germline DNA demonstrated predicted pathogenic changes in CHEK2 and ATM, which may have predisposed the patient to developing chordoma at a young age and may also be associated with potential sensitivity to PARP inhibitors because of homologous recombination repair deficiency. Last, in the fourth patient, a missense mutation in IGF1R was identified, suggesting potential activity for investigational anti-IGF1R strategies. Our findings demonstrate that chordoma patients present with aberrations in overlapping pathways. These results provide support for targeting the IGF1R/FGFR/EGFR and CDK4/6 pathways as treatment strategies for chordoma patients. This study underscores the value of comprehensive genomic and transcriptomic analysis in the development of rational, individualized treatment plans for chordoma.
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Abstract 289: Probing the non-enhancing component of glioblastoma: Targeting what is left behind. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
While genomic profiling and therapeutic selection support individualized GBM treatment, such therapeutic decision-making is usually made with reference to tumor obtained from the enhancing core region. GBM is known to be heterogeneous and exhibits a high resistance to standard therapies. To address whether non-enhancing tumor (representing the majority of tumor left behind after surgery) shows distinct genomic characteristics and therapeutic targets compared to the enhancing tumor core, we performed genome-wide exome-sequencing and RNA-sequencing for 12 patients with matched enhancing region and at least one non-enhancing region. Non-enhancing biopsies show a surprisingly high level of tumor content, with a median of 28% tumor cells and 6 of the 22 samples having greater than 50% tumor cells. Cognate non-enhancing and enhancing specimens demonstrated overall concordance in therapeutically actionable alterations (single nucleotide variants) and copy number alterations. However, non-enhancing regions were not genetically identical and did reveal additional and distinct variants compared to enhancing cores. For example, the non-enhancing region of patient 1 showed two nonsense NF1 mutations (R1534X; R2517X) while the enhancing region showed an NF1 frameshift mutation (F1247fs). Clonality analysis by LumosVar also indicated that 7 out of 12 patients harbored dissimilar cellular prevalence patterns between enhancing and non-enhancing regions. In addition, comparison of alternative polyadenylation between enhancing and non-enhancing regions uncovered distinct 3' UTR usage: e.g. SGMS2 and TOB1 tended to have longer 3' UTR in enhancing regions whereas longer 3' UTR of SYNPO and NOS1AP were
prevalent in non-enhancing regions. We posit that the enhancing component of glioblastoma probably underrepresents the genomic alterations in patients' tumors. Given non-enhancing tumor is left behind after surgical debulking, genomic profiling of this region would potentially reveal more accurate tumor vulnerabilities and lead to more effective therapy.
Supported by a grant from the Ben & Catherine Ivy Foundation.
Citation Format: Sen Peng, Rebecca Halperin, Harshil Dhruv, Sara Byron, Christophe Legendre, Joanna Phillips, Michael Prados, Michael Berens, Nhan Tran. Probing the non-enhancing component of glioblastoma: Targeting what is left behind [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 289.
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Abstract 3039: Role of IDH mutation status on molecular and spatial heterogeneity in glial tumors across progression and recurrence. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-3039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
We developed and deployed a workflow for generating multi-scale, multiparametric imaging data, feature extraction and/or converting to higher scales which equips multiple analysis approaches to differentiate clinically variable phenotypes of glial tumors. The workflow quantifies spatial heterogeneity (concordance of adjoining cells) and molecular heterogeneity (varied cell states determined by protein abundance) of glial tumors at the genomic, tissue, and medical imaging scales including IDH mutation status and progression/recurrence status. A panel of 24 multiplexed immunofluorescence (MxIF) markers (addressing 9 hallmarks of cancer) was used to profile single cells (in the thousands) in tissue sections from each of 31 glial tumors (ranging from primary grade II to IV, and recurrent grade IV). Pre-resection multi-parameter MR images were feature extracted from discreet habitats (necrosis, enhancing, and edema); whole exome and transcriptome sequencing from bulk viable tumor were analyzed. By MxIF, the various states of individual cells from treatment-naive patient specimens resolved unsupervised into 7 clusters, for which Cluster 2 (including cells from 9 patients) and Cluster 6 (including cells from 8 patients) contained the two larger bundles of patient cases. When separated into IDHmt and IDHwt cases, cells from IDHmt cases frequently contained cell populations dominated by a single cluster (low molecular heterogeneity); cells from cases with IDHwt represented multiple different clusters (high molecular heterogeneity). In grade III astrocytomas, and grade IV recurrent glioblastomas, spatial heterogeneity of the hallmark “inducing angiogenesis” was elevated in the IDHmt tumors compared to IDHwt, while between the same groups, molecular heterogeneity was lower in the IDHmt cases than wild type. Edema from T1w post contrast MR imaging was found to be elevated in IDHwt gliomas relative to IDHmt, while enhancement was reduced in IDHwt compared to IDHmt tumors. The findings demonstrate that IDHmt gliomas, irrespective of grade, show less edema, greater enhancement, and greater spatial heterogeneity of the “inducing angiogenesis” hallmark but lower molecular heterogeneity than IDHwt tumors. Molecular heterogeneity of “cancer invasion” also differed between IDHmt and IDHwt cases. Longer survival duration following diagnosis for patients with IDHmt gliomas may reflect generalized altered molecular and spatial heterogeneity, which is a phenotype evident on medical imaging. [Clinically-annotated specimens originated from the Ohio Brain Tumor Study and the Ivy GBM Clinical Trials Consortium]
Citation Format: Michael E. Berens, Jill S. Barnholtz-Sloan, Miribella Rusu, John Graf, Anup Sood, Sanghee Cho, Maria Zavodszky, Sara Byron, Rebecca Halperin, Yi Fritz, Seungchan Kim, Fiona Ginty. Role of IDH mutation status on molecular and spatial heterogeneity in glial tumors across progression and recurrence [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 3039.
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Abstract LB-B31: FGFR inhibition in endometrial cancer induces caspase-independent cell death that can be augmented with ABT-737. Mol Cancer Ther 2018. [DOI: 10.1158/1535-7163.targ-17-lb-b31] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Endometrial cancer (EC) is the most commonly diagnosed malignancy of the female reproductive tract. Unfortunately, 15-20% of women demonstrate persistent or recurrent tumors that are refractory to current chemotherapies with an associated poor prognosis. Our laboratory identified activating mutations in Fibroblast Growth Factor Receptor 2 (FGFR2) in 12% (stage I/II) to 17% (stage III/IV) endometrioid endometrial tumors and have since shown in a large (n=970) multi-institutional cohort they are associated with shorter progression free and cancer specific survival. Although FGFR inhibitors are in clinical trials in several cancer types, no detailed study of the mechanism of cell death has been published. We now show that treatment with BGJ398, AZD4547 and PD173074 leads to the induction of mitochondrial depolarization and changes in metabolic flux in two endometrial cancer cell lines (JHUEM2 and AN3CA) carrying activating mutations (C383R and N550K respectively). Despite this mitochondrial dysfunction, we have convincingly shown that the cell death following FGFR inhibition was caspase-independent, as evidenced by the lack of caspase-3, -7, and -9 activation, absence of PARP cleavage, and the inability of the broad-spectrum caspase inhibitor, Z-VAD-FMK, to prevent cell death. Knockdown of EndoG and AIF, common mediators of caspase-independent death, had no effect. Detailed quantification of LC3 positive puncta shows an increase in autophagy in JHUEM2 and AN3CA cells treated with all FGFR inhibitors. Knockdown of ATG3, ATG7 and ATG12 resulted in a slight increase in Annexin positive cell death indicating that the autophagy was cytoprotective in this context. We have now confirmed this novel caspase-independent cell death is mitochondrial dependent as it can be blocked by overexpression of Bcl-2 and/or Bcl-XL. Importantly we have shown that the combination of FGFR inhibitors with the BH3 mimetic ABT737 can markedly augment this caspase-independent cell death which may have implications for the design of more effective clinical trials.
Citation Format: Leisl Packer, Sara Byron, Samantha Stehbens, Vanessa Bonazzi, David Loch, Andreas Wortmann, Mike Gartside, Nigel Waterhouse, Jennifer Gunter, Pamela M. Pollock. FGFR inhibition in endometrial cancer induces caspase-independent cell death that can be augmented with ABT-737 [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2017 Oct 26-30; Philadelphia, PA. Philadelphia (PA): AACR; Mol Cancer Ther 2018;17(1 Suppl):Abstract nr LB-B31.
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A method to reduce ancestry related germline false positives in tumor only somatic variant calling. BMC Med Genomics 2017; 10:61. [PMID: 29052513 PMCID: PMC5649057 DOI: 10.1186/s12920-017-0296-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Accepted: 10/02/2017] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Significant clinical and research applications are driving large scale adoption of individualized tumor sequencing in cancer in order to identify tumors-specific mutations. When a matched germline sample is available, somatic mutations may be identified using comparative callers. However, matched germline samples are frequently not available such as with archival tissues, which makes it difficult to distinguish somatic from germline variants. While population databases may be used to filter out known germline variants, recent studies have shown private germline variants result in an inflated false positive rate in unmatched tumor samples, and the number germline false positives in an individual may be related to ancestry. METHODS First, we examined the relationship between the germline false positives and ancestry. Then we developed and implemented a tumor only caller (LumosVar) that leverages differences in allelic frequency between somatic and germline variants in impure tumors. We used simulated data to systematically examine how copy number alterations, tumor purity, and sequencing depth should affect the sensitivity of our caller. Finally, we evaluated the caller on real data. RESULTS We find the germline false-positive rate is significantly higher for individuals of non-European Ancestry largely due to the limited diversity in public polymorphism databases and due to population-specific characteristics such as admixture or recent expansions. Our Bayesian tumor only caller (LumosVar) is able to greatly reduce false positives from private germline variants, and our sensitivity is similar to predictions based on simulated data. CONCLUSIONS Taken together, our results suggest that studies of individuals of non-European ancestry would most benefit from our approach. However, high sensitivity requires sufficiently impure tumors and adequate sequencing depth. Even in impure tumors, there are copy number alterations that result in germline and somatic variants having similar allele frequencies, limiting the sensitivity of the approach. We believe our approach could greatly improve the analysis of archival samples in a research setting where the normal is not available.
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DIPG-40. PNOC-003: PRECISION MEDICINE TRIAL FOR CHILDREN WITH DIFFUSE INTRINSIC PONTINE GLIOMA. Neuro Oncol 2017. [DOI: 10.1093/neuonc/nox083.055] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Enrichment of PI3K-AKT-mTOR Pathway Activation in Hepatic Metastases from Breast Cancer. Clin Cancer Res 2017; 23:4919-4928. [PMID: 28446508 DOI: 10.1158/1078-0432.ccr-16-2656] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Revised: 03/03/2017] [Accepted: 04/18/2017] [Indexed: 12/24/2022]
Abstract
Purpose: Little is known about the molecular signatures associated with specific metastatic sites in breast cancer. Using comprehensive multi-omic molecular profiling, we assessed whether alterations or activation of the PI3K-AKT-mTOR pathway is associated with specific sites of breast cancer metastasis.Experimental Design: Next-generation sequencing-based whole-exome sequencing was coupled with reverse-phase protein microarray (RPPA) functional signaling network analysis to explore the PI3K-AKT-mTOR axis in 32 pretreated breast cancer metastases. RPPA-based signaling data were further validated in an independent cohort of 154 metastatic lesions from breast cancer and 101 unmatched primary breast tumors. The proportion of cases with PI3K-AKT-mTOR genomic alterations or signaling network activation were compared between hepatic and nonhepatic lesions.Results:PIK3CA mutation and activation of AKT (S473) and p70S6K (T389) were detected more frequently among liver metastases than nonhepatic lesions (P < 0.01, P = 0.056, and P = 0.053, respectively). However, PIK3CA mutations alone were insufficient in predicting protein activation (P = 0.32 and P = 0.19 for activated AKT and p70S6K, respectively). RPPA analysis of an independent cohort of 154 tumors confirmed the relationship between pathway activation and hepatic metastasis [AKT (S473), mTOR (S2448), and 4EBP1 (S65); P < 0.01, P = 0.02, and P = 0.01, respectively]. Similar results were also seen between liver metastases and primary breast tumors [AKT (S473) P < 0.01, mTOR (S2448) P < 0.01, 4EBP1 (S65) P = 0.01]. This signature was lost when primary tumors were compared with all metastatic sites combined.Conclusions: Breast cancer patients with liver metastasis may represent a molecularly homogenized cohort with increased incidence of PIK3CA mutations and activation of the PI3K-AKT-mTOR signaling network. Clin Cancer Res; 23(16); 4919-28. ©2017 AACR.
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Abstract P1-07-09: A multi-OMIC analysis to explore the impact of “actionable” genomic alterations on protein pathway activation: Clinical implication for precision medicine in metastatic breast cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-p1-07-09] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: While genomic alterations are central players in tumor progression, proteins are the targets for precision therapy. The degree by which “actionable” genomic alterations translate into activated/altered proteins and pathway is still under investigation. Using a multi-OMIC approach from the SideOut 2 metastatic breast cancer (MBC) trial, this study explored the concordance between selected “actionable” genomic alterations and protein expression/activation.
Methods: Snap frozen biopsies from 29 MBC patients enrolled in a prospective phase II trial were used for this analysis. Exome WES and RNASeq data was processed using an in-house developed pipeline and identified amplification of CCND1 (6/29), FGFR1 (4/29), and FGF 3, 4, 5, and 19 (4/29) as some of most frequent “actionable” genomic alterations in our MBC cohort. Signaling analysis of the 29 cases was performed using Reverse Phase Protein Microarray coupled with Laser Capture Microdissection. Protein expression/phosphorylation was measured in a continuous scale and classified based on quartile distribution. Concordance between CCND1 amplification and Cyclin D1 expression, along with the activation of FOXM1 T600 and Rb S780, was explored. Amplification of the FGFR1 locus or its ligands was correlated with the level of activation/phosphorylation of FGFR1 Y653/654.
Results: While Cyclin D1 protein expression was greater than the population mean for 4/6 (67%) patients with CCND1 amplification, only 2/6 (33%) patients with CCND1 amplification had Cyclin D1 level within the top quartile of the population (n=29). FOXM1 T600 activation was independent from CCND1 amplification, with high levels of FOXM1 T600 predominantly in the CCND1 wild-type population. Only 1/6 (17%) patients with CCND1 amplification had FOXM1 T600 level similar to the top quartile of the population while a second patient was above the population median. Activation of Rb S780 was above the population median, but below the top quartile, in 2/6 (33%) CCND1 amplified patients. Similarly, none of the patients with activation of FGFR Y653/654 equal to the top quartile harbored an FGFR1 amplification. Only 1/4 (25%) patients carrying an FGFR1 amplification had an activation of FGFR Y653/654 above the population median. Similarly, 1/4 (25%) patients with FGF ligand amplification showed FGFR Y653/654 level within the top quartile while three patients had FGFR Y653/654 activation below the population median. No significant results were found between proteomic (below/above the median) and genomic characteristics by Fisher test (p>0.05).
Conclusion: Molecular genotyping of “actionable” cancer targets alone may be insufficient in predicting whether the actual drug target protein is expressed and/or activated in any given patient's tumor. Although these results need further validation, the combination of genomic and proteomic data may represent a more informative approach for identifying real molecular drivers of individual lesions as well as “actionable” protein/phosphoprotein targets in the absence of genomic events. Multi-OMIC approaches may lead to more effective stratification in precision medicine trials.
Citation Format: Pierobon M, Wong S, Reeded A, Anthony S, Robert N, Northfelt DW, Jahanzeb M, Vocila L, Wulfkuhle J, Dunetz B, Aldrich J, Byron S, Craig D, Liotta L, Carpten J, Petricoin EF. A multi-OMIC analysis to explore the impact of “actionable” genomic alterations on protein pathway activation: Clinical implication for precision medicine in metastatic breast cancer [abstract]. In: Proceedings of the 2016 San Antonio Breast Cancer Symposium; 2016 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2017;77(4 Suppl):Abstract nr P1-07-09.
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MA11.10 Prospective Study of Genome-Wide Strexome and Transcriptome Profiling in Patients with Small Cell Lung Cancer Progressing after 1st Line Therapy. J Thorac Oncol 2017. [DOI: 10.1016/j.jtho.2016.11.468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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MPTH-01. ARE MUTATIONS IN MISMATCH REPAIR (MMR) GENES OUR NEXT BIOMARKER OF ALKYLATING AGENT INDUCED HYPERMUTATOR PHENOTYPE? PRELIMINARY RESULTS FROM THE IVY PRECISION TRIAL. Neuro Oncol 2016. [DOI: 10.1093/neuonc/now212.440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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HG-115PRECISION MEDICINE APPROACH FOR CHILDREN WITH DIFFUSE INTRINSIC PONTINE GLIOMA. Neuro Oncol 2016. [DOI: 10.1093/neuonc/now073.111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Abstract P2-05-21: The AKT-mTOR pathway as a potential organ-specific drug target signature of hepatic metastases from breast cancer. Cancer Res 2016. [DOI: 10.1158/1538-7445.sabcs15-p2-05-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: The identification of organ-specific targetable signatures may help design more effective treatment for patients with metastatic breast cancer (MBC). We took a multi-OMIC approach to assess whether the AKT-mTOR pathway is globally activated during metastatic progression or whether it represents an organ-specific target.
Methods: Snap frozen biopsies from 25 MBC patients enrolled in a prospective phase II trial were used. Sites of metastasis were classified as liver (n=8) and others (n=17), the latter including cutaneous, lung, lymph nodes, and intra-abdominal lesions. Signaling analysis of the 25 cases was performed using Reverse Phase Protein Microarray (RPPA) coupled with Laser Capture Microdissection. Activation of the AKT-mTOR pathway was quantified as phosphorylation of AKT (S473) and the mTOR target p70S6 (T389). Matched exome (WES) and RNASeq data were available for 17 of 25 patients, five with liver metastases. Sequencing data was processed using an in-house developed pipeline to identify somatic events including coding mutations, copy number alterations, gene fusions, and differential expression. Activation of the AKT-mTOR pathway and sequencing data were compared between hepatic and non-hepatic lesions using an integrated RPPA and genomic approach.
Results: Among liver metastases, AKT was activated in 4 of the 8 (50.0%) patients, while 6 of the 8 cases (75.0%) showed activation of p70S6. Sequencing data revealed mutation of PIK3CA in 4 of the 5 liver metastases (80.0%). Three of the PIK3CA mutated specimens with catalytic domain mutations (codons 1023 and 147) demonstrated co-activation of AKT and p70S6, while the fourth case, containing a helical domain mutation (E542K), had activation of p70S6 only. The PIK3CA wild-type liver metastasis demonstrated low activation of AKT and p70S6. For non-hepatic metastases AKT was activated in 2 of the 17 cases (11.8%) and p70S6 in 5 of the 17 patients (29.4%).
Discussion: Although these results need further validation, activation of the AKT-mTOR pathway appears to be a hepatic specific signature in MBC and could be used for the selection of targeted agents for hepatic lesions.
Citation Format: Pierobon M, Wong S, Reeder A, Anthony SP, Robert NJ, Northfelt DW, Jahanzeb M, Vocila L, Wulfkuhle J, Dunetz B, Aldrich J, Byron S, Craig D, Liotta L, Petricoin EF, Carpten J. The AKT-mTOR pathway as a potential organ-specific drug target signature of hepatic metastases from breast cancer. [abstract]. In: Proceedings of the Thirty-Eighth Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2015 Dec 8-12; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2016;76(4 Suppl):Abstract nr P2-05-21.
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Transcriptional profiling of GBM invasion genes identifies effective inhibitors of the LIM kinase-Cofilin pathway. Oncotarget 2015; 5:9382-95. [PMID: 25237832 PMCID: PMC4253441 DOI: 10.18632/oncotarget.2412] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Malignant gliomas are highly proliferative and invasive neoplasms where total surgical resection is often impossible and effective local radiation therapy difficult. Consequently, there is a need to develop a greater understanding of the molecular events driving invasion and to identify novel treatment targets. Using microarray analysis comparing normal brain samples and mesenchymal glioblastoma multiforme (GBM), we identified over 140 significant genes involved in cell migration and invasion. The cofilin (CFL) pathway, which disassembles actin filaments, was highly up-regulated compared to normal brain. Up-regulation of LIM domain kinase 1 and 2 (LIMK1/2), that phosphorylates and inactivates cofilin, was confirmed in an additional independent data set comparing normal brain to GBM. We identified and utilized two small molecule inhibitors BMS-5 and Cucurbitacin I directed against the cofilin regulating kinases, LIMK1 and LIMK2, to target this pathway. Significant decreases in cell viability were observed in glioma cells treated with BMS-5 and Cucurbitacin I, while no cytotoxic effects were seen in normal astrocytes that lack LIMK. BMS-5 and Cucurbitacin I promoted increased adhesion in GBM cells, and decreased migration and invasion. Collectively, these data suggest that use of LIMK inhibitors may provide a novel way to target the invasive machinery in GBM.
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PL-03 * FEASIBILITY OF GENOMICS-ENABLED THERAPY FOR PEDIATRIC HIGH-GRADE GLIOMAS AND DIFFUSE PONTINE GLIOMAS. Neuro Oncol 2014. [DOI: 10.1093/neuonc/nou267.3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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GE-03 * GENOMIC CHARACTERIZATION OF SURVIVAL OUTLIERS IN GLIOBLASTOMA MULTIFORME. Neuro Oncol 2014. [DOI: 10.1093/neuonc/nou256.3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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BM-15 * TARGETING MEK IS A NOVEL AND EFFECTIVE TREATMENT STRATEGY OF LUNG CNS METASTASIS. Neuro Oncol 2014. [DOI: 10.1093/neuonc/nou240.15] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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GE-19 * GENOMICS GUIDED THERAPEUTIC APPROACH FOR THE TREATMENT OF GLIOBLASTOMA MULTIFORME (GBM) USING NEXT GENERATION SEQUENCING (NGS) TECHNOLOGIES. Neuro Oncol 2014. [DOI: 10.1093/neuonc/nou256.18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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94 Elucidating mechanisms of resistance to FGFR inhibitors in endometrial cancer. Eur J Cancer 2014. [DOI: 10.1016/s0959-8049(14)70220-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Abstract 1715: Elucidating mechanisms of resistance to FGFR inhibitors in endometrial cancer. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-1715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Preclinical studies by our lab and others have demonstrated Fibroblast Growth Factor Receptor (FGFR) inhibition is a viable therapeutic strategy in FGFR2-mutant endometrial cancer (EC). A significant clinical issue that we aim to address is that of intrinsic and acquired resistance to anti-FGFR therapeutics in the context of EC.
Using mutagenesis screens, we have identified mutations in the FGFR2 kinase domain that cause resistance to the FGFR inhibitors dovitinib and NVP-BGJ398 and explore the mechanism of action of the drug-resistant mutations. We previously reported the N550K and V565I mutations caused resistance to dovitinib. The sensitivity/resistance of these FGFR2 mutants to emerging FGFR inhibitors including AZD4547, NVP-BGJ398 and LY2874455 has now been tested.
To gain insights into potential mechanisms of acquired resistance to FGFR inhibitors in EC cells we generated subclones of FGFR2mutant AN3CA, MFE280 and JHUEM-2 EC cells resistant to FGFR inhibitors PD173074, Dovitinib and NVP-BGJ398, respectively. Phospho- protein arrays, gene expression profiling, exome sequencing and SNP analysis were performed to identify genes and signalling pathways that mediate resistance to FGFR inhibitors. Sequencing of AN3CAresistant and MFE280resistant subclones excluded secondary FGFR2 mutations as the resistance mechanisms. Upregulation of downstream survival pathways such as pERK and pAKT was observed in some of the JHUEM-2resistant and AN3CAresistant subclones. To further characterise these subclones we are currently analysing data from exome sequencing and copy number analysis, to determine the molecular mechanisms of resistance in these cell lines. In the MFE280resistant cells resistance to FGFR inhibition is associated with an EMT phenotype. Signaling through pERK and pAKT is downregulated in these cells, suggesting that resistance is not mediated by activation of kinase-driven survival pathways. Analysis of expression data is underway to understand how these cells have become resistant to FGFR inhibitors. This research will provide insight into possible combination therapies that may combat drug resistance in FGFR-mutant endometrial cancer.
Citation Format: Leisl M. Packer, Sara Byron, David Loch, Farhad Dehkhoda, Andreas Wortmann, Xinyan Geng, Katia Nones, Sean Grimmond, John Pearson, Nic Waddell, Pamela Pollock. Elucidating mechanisms of resistance to FGFR inhibitors in endometrial cancer. [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 1715. doi:10.1158/1538-7445.AM2014-1715
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Abstract A61: Profile of Ponatinib, BGJ398, AZ4547 and DCC-2036 against FGFR2 Mutations identified in a Dovitinib Resistance BaF3 Screen. Clin Cancer Res 2012. [DOI: 10.1158/1078-0432.mechres-a61] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Purpose: Preclinical studies by our lab and others have demonstrated fibroblast growth factor receptor (FGFR) inhibition is a viable therapeutic strategy in tumors with FGFR amplification, such as gastric and breast cancer, as well as FGFR2 mutation positive endometrial cancer (EC). A significant clinical issue that we aim to address is that of intrinsic and acquired resistance to anti-FGFR therapeutics in the context of EC.
Experimental Design: Our lab performed a BaF3 screen to identify FGFR2 kinase domain mutations that would provide resistance to dovitinib, a multikinase inhibitor with anti-FGFR activity. BaF3 cells transduced with FGFR2 were treated with TKI258 at 10x and 15x the IC50 for dovitinib in these cells. Following clonal selection of dovitinib-resistant cells, the exons encoding the intracellular domain of FGFR2 were sequenced and mutations identified. Independent BaF3 stable lines were generated with wild-type FGFR2 and each of the dovitinib resistance mutations. Using these cells, sensitivity of the different FGFR2 mutants to dovitinib, ponatinib, BGJ398, AZD4547, and DCC-2036 was measured.
To explore nonkinase domain mechanisms of acquired resistance to FGFR inhibition, we have also passaged AN3CA and MFE280 cells (both FGFR2 mutant) in increasing concentrations of dovitinib or PD173074. In preliminary studies, we compared the gene expression profile at baseline and 14 hours after dovitinib/PD173074 treatment of one resistant clone for both AN3CA and MFE280 versus parental clones for each.
Results: Mutations in the kinase domain of FGFR2 were found in 26/63 resistant clones treated with 10X and 15X IC50. Mutations observed in individual resistant clones included M536I, M538I, I548V, N550K, N550S, V565I, E566G, L618M, Y770lfsX14 and multiple clones were found to carry the N550H mutation in FGFR2. Modeling of these mutations on FGFR2 crystal structures indicate that the majority either abrogate the “molecular brake” in the kinase hinge region resulting in receptor activation, or strengthen the hydrophobic spine, a series of interactions involved in stabilizing the activated conformation of the kinase. All but one mutation provided resistance to both dovitinib and PD173074 when analyzed in an independent BaF3 stable line. Together this data indicates that dovitinib and PD173074 predominantly bind the inactive conformation of the FGFR kinases. This is clinically significant as it suggests that cancer patients harboring activating FGFR2 mutations, such as N550K, may not respond to the anti-FGFR activity of dovitinib as a first line therapy. Significantly, ponatinib inhibited the growth of BaF3 cells transduced with all resistance mutations, except the gatekeeper mutation V565I.
From our gene expression profiling of isogenic resistant EC cell lines, only a small number of significant gene expression changes were noted between resistant clones and their respective parental lines at baseline. With drug treatment, however, we observed a significant activation of pro-survival pathways, most notably BCL-XL and the WNT signaling pathway.
Conclusions: In this study we identified FGFR2 mutations that confer resistance to dovitinib and show that these mutations increase FGFR2 ligand dependent and independent activity. Importantly, we found that ponatinib has strong inhibitory activity against FGFR2 activating mutations suggesting that this inhibitor may be more effective as a first-line therapy, as well as in the second line setting to target tumors with resistance to dovitinib. Moreover, it suggests that the active state of the FGFR2 kinase should be targeted for anticancer drug discovery.
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Abstract 4893: XIAP downregulation accompanies inhibition of melanoma xenograft growth by mebendazole. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-4893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Melanoma's intrinsic resistance to therapy has been attributed to modulation of cellular survival pathways including apoptosis. We originally reported that mebendazole (MBZ), which acts as a microtubule-disrupting agent, is a potent inducer of apoptosis in melanoma cells in vitro via a Bcl-2 dependent mechanism (Molecular Cancer Research, 2008). Here, we show that MBZ is also able to effectively modulate another key anti-apoptotic factor, XIAP, to promote melanoma apoptosis both in vitro and in vivo. Methodology: Safety and efficacy of mebendazole was assessed using a human melanoma xenograft model established from M-14 cells. The effect of MBZ on XIAP expression and induction of apoptotic pathways was evaluated by immunoblotting and co-immunoprecipitation techniques along with densitometric quantification. The growth inhibitory effects of MBZ were determined in a panel of melanoma cell lines with the sulphorhodamine (SRB) assay. siRNA techniques were used to reduce expression of XIAP. Results: Oral MBZ is as effective as the current standard of care temozolomide (TMZ) in reducing melanoma growth in vivo, with no notable toxicities observed. Inhibition of melanoma growth in vivo is accompanied by MBZ specific reduced expression of XIAP and cleavage of caspase 9. In response to MBZ treatment, sensitive cell lines display reduced levels of XIAP expression whereas resistant cell lines do not. Moreover, down-regulation of XIAP expression by siRNA in the MBZ-resistant melanoma cell line UACC1097 was accompanied by a reduction in the IC50 for MBZ from >10 μM to 3.7 μM. Exposure of melanoma cells to MBZ promotes the interaction of SMAC/DIABLO with XIAP, thereby alleviating inhibition of apoptosis by XIAP. Conclusions: In addition to demonstrating efficacy and safety in vivo, our preclinical studies of the promising anti-melanoma agent mebendazole provide insight into characterization of an apoptotic promoting mechanism of action.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 4893. doi:1538-7445.AM2012-4893
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Mebendazole in the treatment of melanoma: The role of Bcl-2 in predicting response and enhancing efficacy. J Clin Oncol 2010. [DOI: 10.1200/jco.2010.28.15_suppl.e19021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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IGF-Induced Gene Profiles Are Dependent on IRS Expression and Convey Prognostic Value in Human Breast Cancer. Cancer Res 2009. [DOI: 10.1158/0008-5472.sabcs-09-3031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The insulin-like growth factor (IGF) pathway mediates aberrant function during the initiation and progression of primary tumors and secondary metastases in cancer. As a result, a host of tyrosine kinase inhibitors and monoclonal antibodies directed against the type 1 IGF receptor (IGF-1R) have entered clinical trials with early positive results. However, no predictive biomarkers have yet emerged from these initial studies. We propose that expanding IGF biomarkers beyond IGF-1R alone may identify the most appropriate candidates for anti-IGF therapy. Previous work has shown that the insulin receptor substrate (IRS) proteins serve as the functional link between IGF-I-induced IGF-1R phosphorylation and downstream signaling linked to cellular behavior. Our work has demonstrated that IRS isoforms differentially mediate IGF-I action, whereby IRS-1 drives proliferation and IRS-2 triggers motility. Here we employed the T47D-YA (IRS null) breast cancer cell line and T47D-YA/IRS clones stably transfected with IRS-1 or IRS-2. In response to acute (4h) and chronic (24h) IGF-I stimulation, global gene expression patterns were assessed by Affymetrix U133 Plus 2.0 microarray analysis. Analysis revealed that IGF-1R activation alone was insufficient to affect gene expression as no genes were regulated by IGF-I in T47D-YA cells. Conversely, ligand stimulation of IRS-1 and IRS-2 clones induced or repressed hundreds of transcripts in both overlapping and distinct fashions. Direct comparison of IRS-1 to IRS-2 clones revealed a number of early (4h) IRS-2 genes linked to metastasis and late (24h) IRS-1 proliferative genes. Interestingly, a 10-fold upregulation in the transforming growth factor beta 2 (TGFβ2) gene by IGF-I in IRS-2 cells suggested a link between the IRS-derived gene signatures and the TGFβ pathway known to regulate breast cancer metastasis. We then compared our arrays with published IGF-I (MCF-7) and TGFβ-derived (MCF10A, MDA-231, HaCaT, HPL1) microarrays to find a list of commonly regulated genes and performed cluster analysis to reveal consistent patterns of gene expression (Creighton el al 2008 & Padua et al 2008). We found 75 genes that were regulated in common between these signatures. To explore the clinical relevance of the signatures we developed, we examined the NKI-295 dataset used to establish the 70-gene profile of prognosis and found 71 genes regulated in common between all four datasets (van de Vijver et al 2002). Strikingly, we discovered that patient survival was heavily influenced by the degree to which tumor expression correlated to the conserved signatures. A high degree of correlation resulted in the poorest disease free survival and an inverse correlation resulted in an improved disease free survival. Our data suggest that IGF stimulation of breast cancer cells results in distinct profiles of gene expression that are dependent on IRS adaptor protein expression. In addition, some of the “IRS-regulated” genes are shared in common with other gene signatures of poor prognosis. With the use of anti-IGF therapies in breast cancer, attention should focus on the use of these profiles as prognostic and predictive biomarkers.
Citation Information: Cancer Res 2009;69(24 Suppl):Abstract nr 3031.
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Abstract B93: Sensitivity to the MEK inhibitor, E6201, is associated with mutant BRAF status and is inversely correlated with pAKT expression levels in melanoma cell lines. Mol Cancer Ther 2009. [DOI: 10.1158/1535-7163.targ-09-b93] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Inhibition of the RAS/RAF/MEK/ERK signaling pathway has emerged as a promising therapeutic strategy for melanoma given the high frequency of BRAF and NRAS mutations in this tumor type. Sensitivity to E6201, an inhibitor of MEK1 and other cancer relevant kinases, was assessed in a panel of 32 cell lines for which the mutation status of common melanoma genes was known. The majority (24/32) of the melanoma cell lines were sensitive to E6201, resulting in G1-cell cycle arrest and cell death in 11 sensitive cell lines and cell cycle arrest but not cell death in two sensitive lines. Xenograft studies revealed that E6201 exhibited a cytotoxic effect in vivo, even in cell lines where only a cytostatic effect was observed in vitro. Among cell lines carrying mutations in BRAF, or NRAS, sensitivity to E6201 was associated with wildtype PTEN status (p<0.03). When the cell lines were classified based on basal pERK levels rather than BRAF mutation status, high levels of pAKT correlated with insensitivity to E6201 (p<0.04). Indeed, high levels of pAKT correlated with E6201 insensitivity independent of BRAF or PTEN mutation status (p<0.03). Together these data demonstrate the cytostatic and cytotoxic activity of E6201 in BRAF mutant melanoma cell lines in vitro and in vivo and, furthermore, indicate that quantification of pAKT levels may have clinical utility as a biomarker of E6201 resistance.
Citation Information: Mol Cancer Ther 2009;8(12 Suppl):B93.
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Brivanib alaninate, a dual inhibitor of vascular endothelial growth factor receptor and fibroblast growth factor receptor tyrosine kinases, induces growth inhibition in mouse models of human hepatocellular carcinoma. Clin Cancer Res 2008; 14:6146-53. [PMID: 18829493 DOI: 10.1158/1078-0432.ccr-08-0509] [Citation(s) in RCA: 175] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
PURPOSE Hepatocellular carcinoma (HCC) is the fifth most common primary neoplasm; surgery is the only curative option but 5-year survival rates are only 25% to 50%. Vascular endothelial growth factor (VEGF) and fibroblast growth factor (FGF) are known to be involved in growth and neovascularization of HCC. Therefore, agents that target these pathways may be effective in the treatment of HCC. The aim of this study was to determine the antineoplastic activity of brivanib alaninate, a dual inhibitor of VEGF receptor (VEGFR) and FGF receptor (FGFR) signaling pathways. EXPERIMENTAL DESIGN Six different s.c. patient-derived HCC xenografts were implanted into mice. Tumor growth was evaluated in mice treated with brivanib compared with control. The effects of brivanib on apoptosis and cell proliferation were evaluated by immunohistochemistry. The SK-HEP1 and HepG2 cells were used to investigate the effects of brivanib on the VEGFR-2 and FGFR-1 signaling pathways in vitro. Western blotting was used to determine changes in proteins in these xenografts and cell lines. RESULTS Brivanib significantly suppressed tumor growth in five of six xenograft lines. Furthermore, brivanib-induced growth inhibition was associated with a decrease in phosphorylated VEGFR-2 at Tyr(1054/1059), increased apoptosis, reduced microvessel density, inhibition of cell proliferation, and down-regulation of cell cycle regulators. The levels of FGFR-1 and FGFR-2 expression in these xenograft lines were positively correlated with its sensitivity to brivanib-induced growth inhibition. In VEGF-stimulated and basic FGF stimulated SK-HEP1 cells, brivanib significantly inhibited VEGFR-2, FGFR-1, extracellular signal-regulated kinase 1/2, and Akt phosphorylation. CONCLUSION This study provides a strong rationale for clinical investigation of brivanib in patients with HCC.
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Inhibition of mitochondrial oxidative phosphorylation induces hyper-expression of glutamic acid decarboxylase in pancreatic islet cells. Autoimmunity 1999; 30:43-51. [PMID: 10433094 DOI: 10.3109/08916939908994759] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
It has been hypothesised that mitochondrial dysfunction in pancreatic beta cells could produce hyper-expression of glutamic acid decarboxylase (GAD), a major autoantigen in insulin-dependent diabetes mellitus (IDDM) (Degli Esposti, M. and Mackay, I.R. Diabetologia 40: 352-356, 1997). Here we report that specific inhibition of mitochondrial respiration enhances the expression of GAD in both foetal mouse pancreatic tissue and hamster HIT-T15 cells. Inhibitors of NADH-ubiquinone oxidoreductase (complex I) seem to be particularly effective in increasing the expression of GAD in both foetal mouse pancreas and HIT-T15 hamster beta cells, especially in the presence of nutrients such as arginine and glucose. These results represent the first evidence that GAD expression is enhanced under conditions that are toxic to pancreatic beta cells, and establish a link between mitochondrial dysfunction and expression of IDDM autoantigens.
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