Abstract Biomarkers that select patients for therapeutics would benefit clinical trial design and patient care. The Akt pathway is a therapeutic target in Glioblastoma Multiforme (GBM) and an important determinant of patient outcome. However, it is not known whether activity of this pathway varies among GBM tumors. To investigate we used Akt pathway genes from published GBM expression datasets. We detected 5 patterns of Akt pathway gene expression and these Akt subgroups correlated with prognosis. We analyzed networks within subgroups using both gene set enrichment analysis and a novel method that scores relevance based on both expression and local network connectivity (Komurov et al., PLoS Comput Biol. 2010 6:8, 1-10). The results suggest therapeutic targets within the individual subgroups. Furthermore, preliminary analysis indicates that human GBM xenograft models and primary human GBM manifest similar Akt subgroups. We are investigating rodent xenograft models of Akt subgroups to evaluate subgroup-specific drug sensitivity, and will present a method and examples of analysis integrating gene expression data from human GBM xenografts and primary human GBM. We hypothesize that Akt subgroups will help personalize treatment for GBM therapeutics. Supported by Barrow Neurological Foundation, Halle Family Foundation, and NIH 1 K01 NS064952-01A1 (AMJ). 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 4138. doi:10.1158/1538-7445.AM2011-4138
Abstract C81: BBB efflux pump activity limits brain penetration of palbociclib (PD0332991) in glioblastoma.
Abstract Glioblastoma multiforme (GBM) is the most common primary brain tumor in adults and is associated with a poor prognosis. Progress in developing effective therapies for this disease is significantly limited by the blood-brain barrier (BBB), which limits the delivery of many anti-cancer agents to infiltrative tumor cells. In addition to physical barriers, such as tight junctions, the efflux proteins bcrp and P-gp in the BBB limit the brain distribution of numerous anti-cancer agents. Palbociclib (PD0332991) is a potent Cdk4/6 inhibitor which has shown remarkable efficacy in treating peripheral (non-brain) tumors. The Cdk4 pathway is dysregulated in approximately 75% of GBM; most commonly, the pathway is hyperactivated through the homozygous deletion of p16 (52%), amplification of Cdk4 (18%), or amplification of Cdk6 (1%). The purpose of this study is to define the role of the efflux transporters P-gp and bcrp in the brain distribution of palbociclib and to examine if an intact BBB limits efficacy. Palbociclib brain distribution studies were performed in FVB wild-type, P-gp knockout (PKO; Mdr1a/b(-/-)), bcrp knockout (BKO; Bcrp1(-/-)), and triple knockout (TKO; Mdr1a/b(-/-)Bcrp1(-/-)) mice after an oral dose (10mg/kg). The concentrations of palbociclib from all distribution studies were determined by a sensitive and specific LC-MS/MS assay. Survival studies were conducted in patient-derived primary GBM xenograft models in athymic nu/nu mice. The brain exposure of palbociclib (AUCbrain-to-AUCplasma ratio) was ∼ 33.5, 3.2, and 150-fold higher as compared to WT mice (WT: .044; PKO: 1.34; BKO: 0.13; TKO: 6.24). Further, the steady-state brain-to-plasma ratio (B/P) of palbociclib after a constant intra-peritoneal infusion of 10 µg/hr for 48hrs was ∼120-fold higher in the TKO mice than the WT mice [WT: (0.21 ± 0.07); PKO: (2.48 ± .13); BKO: (0.43 ± 0.12); TKO: (26.5 ± 5.4) p < 0.0001]. Inhibition of P-gp and bcrp with elacridar (10 mg/kg IP) resulted in a marked increase in palbociclib brain distribution [control B/P (0.06 ± 0.02); elacridar treatment (2.0 ± 1.4)]. For survival studies, palbociclib was dosed at 150 mg/kg/day continuously. Consistent with limited brain penetration, palbociclib did not improve the median survival of an orthotopic GBM xenograft model. In contrast, treatment of GBM22 xenografts grown as flank tumors resulted in profound efficacy with a 70 day prolongation in the time for tumor volume to reach 1000mm3. These data suggest the clinical paradigm of a potent anti-cancer agent (for instance, palbociclib) used in the treatment of peripheral disease is less effective in the treatment of brain tumors due to the BBB and active efflux by P-gp and bcrp. Citation Information: Mol Cancer Ther 2013;12(11 Suppl):C81. Citation Format: Karen E. Parrish, Jenny L. Pokorny, Rajendar K. Mittapalli, Katrina Bakken, Jann N. Sarkaria, William F. Elmquist. BBB efflux pump activity limits brain penetration of palbociclib (PD0332991) in glioblastoma. [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2013 Oct 19-23; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2013;12(11 Suppl):Abstract nr C81.
Abstract B37: Proteomic and metabolomic analyses of glioblastoma using mass spectrometry.
Abstract Glioblastoma (GBM) is the most common and malignant form of primary brain tumor. Average survival rate of GBM is 12-15 months from diagnosis. Due to its highly invasive nature, current treatment options have not been able to improve the survival rate in past 20 years. In order to discover GBM therapeutic targets, omics technologies have been widely used in order to identify potential biomarkers. Identification of cancer biomarkers for diagnosis and prognosis continues to evolve as clinical specimen pipelines and technologies are optimized. This research study focused on investigating proteins, metabolites and lipids biomarkers and patterns of human GBM xenografts employing mass spectrometry. Human tumor cell lines GBM 10 and GBM 43 were injected in the right cerebral hemisphere and flank sites in NOD/SCID mice (n = 10 mice per group). After harvesting brain and flank tumors and control brain from mouse models, protein, metabolites, and lipids of tumor samples were collected through one simple extraction procedure, which may solve sample preparation difficulties in omics studies, developed by Dr. Jiri Adamec. These samples were analyzed by reverse phase high performance liquid chromatography - Fourier transform ion cyclotron resonance mass spectrometry (LC-FTMS). FTMS analyzers have the highest resolving power of all MS instruments, which is ideal for complex mixtures such as GBM tissue. Spectra obtained from the FTMS analysis were analyzed using Student t-tests to detect significant differences in tissue profiles at a level of p = 0.05. Compounds below this threshold were identified through a database using the m/z ratio. Lipidomic analysis indicated the possible up and down-regulation of several lipids classes in GBM tissue connected to metabolic pathways, tumor proliferation and immunodepression, such as glycerophospholipids, both up- and down-regulated (e.g. PC38:4 or PG 35:2, respectively), and down-regulated glycosphingolipids (Galβ1-3GlcNAcβ1-3Galβ1-4Glc-Cer, Galβ1-4GlcNAcβ1-3Galβ1-4Glc-Cer), and triglycerides (TG 55:9, 53:4,52:8). We expect that integrated studies of proteomics, metabolomics, and lipidomics increase the confidence of identification of potential biomarkers. Accompanying these studies is a collaborative effort to improve the effectiveness and efficiency of computational pipelines that are imperative to the analytics, visualization, identification, and interpretation of the omics data. Only by carefully integrating the computational pipelines can we successfully perform the types of integrative studies needed to advance the identification of cancer biomarkers for diagnosis and prognosis, and our integrative studies serve as a case study for our pipeline advancement efforts. Citation Information: Mol Cancer Ther 2013;12(11 Suppl):B37. Citation Format: Soo Jung Ha, Gordon Showalter, Jenna Rickus, Shanbao Cai, Haiyan Wang, Wei Michael Liu, Jann N. Sarkaria, John Springer, Jiri Adamec, Karen E. Pollok, Kari L. Clase. Proteomic and metabolomic analyses of glioblastoma using mass spectrometry. [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2013 Oct 19-23; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2013;12(11 Suppl):Abstract nr B37.
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In Vivo
Chemopotentiating Effects of the PARP Inhibitor Veliparib in Temozolomide-Sensitive versus -Resistant Glioblastoma Multiforme Xeno
Active Efflux of Dasatinib from the Brain Limits Efficacy against Murine Glioblastoma: Broad Implications for the Clinical Use of Molecularly Targeted Agents