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1.
Small ; 19(52): e2302280, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37649234

ABSTRACT

Glioblastoma (GBM) is the most common primary malignant brain cancer in adults with a dismal prognosis. Temozolomide (TMZ) is the first-in-line chemotherapeutic; however, resistance is frequent and multifactorial. While many molecular and genetic factors have been linked to TMZ resistance, the role of the solid tumor morphology and the tumor microenvironment, particularly the blood-brain barrier (BBB), is unknown. Here, the authorsĀ investigate these using a complex in vitro model for GBM and its surrounding BBB. The model recapitulates important clinical features such as a dense tumor core with tumor cells that invade along the perivascular space; and a perfusable BBB with a physiological permeability and morphology that is altered in the presence of a tumor spheroid. It isĀ demonstrated that TMZ sensitivity decreases with increasing cancer cell spatial organization, and that the BBB can contribute to TMZ resistance. Proteomic analysis with next-generation low volume sample workflows of these cultured microtissues revealed potential clinically relevant proteins involved in tumor aggressiveness and TMZ resistance, demonstrating the utility of complex in vitro models for interrogating the tumor microenvironment and therapy validation.


Subject(s)
Brain Neoplasms , Glioblastoma , Humans , Temozolomide/pharmacology , Temozolomide/therapeutic use , Glioblastoma/drug therapy , Glioblastoma/metabolism , Blood-Brain Barrier/metabolism , Tumor Microenvironment , Proteomics , Drug Resistance, Neoplasm/genetics , Cell Line, Tumor , Brain Neoplasms/drug therapy , Brain Neoplasms/metabolism , Xenograft Model Antitumor Assays
2.
Pharmacol Res ; 182: 106308, 2022 08.
Article in English | MEDLINE | ID: mdl-35714825

ABSTRACT

This review describes recent technological advances applied to glioblastoma (GBM), a brain tumor with dismal prognosis. International consortial efforts suggest the presence of molecular subtypes within histologically identical GBM tumors. This emphasizes that future treatment decisions should no longer be made based solely on morphological analyses, but must now take into consideration such molecular and cellular heterogeneity. The use of single-cell technologies has advanced our understanding and assignation of functional subtypes revealing therapeutic vulnerabilities. Our team has developed stratification approaches in the past few years, and we have been able to identify patient cohorts enriched for various signaling pathways. Importantly, our Glioportal brain tumor resource has been established under the National Neuroscience Institute Tissue Bank in 2021. This resource offers preclinical capability to validate working hypotheses established from patient clinical datasets. This review highlights recent developments with the ultimate goal of assigning functional meaning to molecular subtypes, revealing therapeutic vulnerabilities.


Subject(s)
Brain Neoplasms , Glioblastoma , Brain Neoplasms/metabolism , Glioblastoma/metabolism , Humans , Molecular Targeted Therapy , Precision Medicine , Prognosis
3.
Anal Chem ; 93(4): 2377-2384, 2021 02 02.
Article in English | MEDLINE | ID: mdl-33443405

ABSTRACT

Recent genomic studies on the glioblastoma (GBM) subtypes (e.g., mesenchymal, proneural, and classical) pave a way for effective clinical treatments of the recurrent brain tumor. However, identification of the GBM subtype is complicated by the intratumoral heterogeneity that results in coexistence of multiple subtypes within the tissue specimen. Here, we present the use of hyperspectral stimulated Raman scattering (SRS) microscopy for rapid, label-free molecular assessment of GBM intratumoral heterogeneity with submicron resolution. We develop a unique label-free Raman imaging diagnostic platform consisting of the spectral focusing hyperspectral SRS imaging of the large-area GBM tissue specimens, SRS images, and spectrum retrieval using the multivariate curve resolution algorithm and subtype classification based on the quadratic support vector machine model for rapid molecular subtyping of GBMs. Both the stain-free SRS histological images and 2D subtype maps can be obtained within 20-30 min which is superior to the days of the conventional single-cell RNA sequencing. While the SRS histology assesses the demyelination status as a new diagnostic feature, the SRS mapping provides a new insight into intratumoral heterogeneity across GBM tissue specimens. We find that the major proportions of the GBM tissues agree with the diagnostic results of the genomic analysis, but nontrivial portions of the remaining SRS image tiles in the specimens are found to belong to other molecular subtypes, implying the substantial degree of GBM heterogeneity. The rapid SRS imaging diagnostic platform developed has shown the ability of unveiling tumor heterogeneity in GBM tissues accurately, which would promote the improvement of the GBM-targeted therapy in near future.


Subject(s)
Brain Neoplasms/pathology , Glioblastoma/pathology , Histological Techniques , Nonlinear Optical Microscopy/methods , Brain Neoplasms/diagnostic imaging , Glioblastoma/diagnostic imaging , Humans , Sensitivity and Specificity
4.
Proc Natl Acad Sci U S A ; 115(22): E5086-E5095, 2018 05 29.
Article in English | MEDLINE | ID: mdl-29764999

ABSTRACT

Competitive BET bromodomain inhibitors (BBIs) targeting BET proteins (BRD2, BRD3, BRD4, and BRDT) show promising preclinical activities against brain cancers. However, the BET protein-dependent glioblastoma (GBM)-promoting transcriptional network remains elusive. Here, with mechanistic exploration of a next-generation chemical degrader of BET proteins (dBET6), we reveal a profound and consistent impact of BET proteins on E2F1- dependent transcriptional program in both differentiated GBM cells and brain tumor-initiating cells. dBET6 treatment drastically reduces BET protein genomic occupancy, RNA-Pol2 activity, and permissive chromatin marks. Subsequently, dBET6 represses the proliferation, self-renewal, and tumorigenic ability of GBM cells. Moreover, dBET6-induced degradation of BET proteins exerts superior antiproliferation effects compared to conventional BBIs and overcomes both intrinsic and acquired resistance to BBIs in GBM cells. Our study reveals crucial functions of BET proteins and provides the rationale and therapeutic merits of targeted degradation of BET proteins in GBM.


Subject(s)
Antineoplastic Agents/pharmacology , E2F1 Transcription Factor , Glioblastoma , Protein Serine-Threonine Kinases , RNA-Binding Proteins , Cell Cycle Proteins , Cell Line, Tumor , Drug Delivery Systems , E2F1 Transcription Factor/antagonists & inhibitors , E2F1 Transcription Factor/metabolism , Gene Expression Regulation, Neoplastic/drug effects , Glioblastoma/metabolism , Glioblastoma/pathology , Humans , Nuclear Proteins/antagonists & inhibitors , Nuclear Proteins/metabolism , Protein Domains , Protein Serine-Threonine Kinases/antagonists & inhibitors , Protein Serine-Threonine Kinases/metabolism , RNA-Binding Proteins/antagonists & inhibitors , RNA-Binding Proteins/metabolism , Transcription Factors/antagonists & inhibitors , Transcription Factors/metabolism
5.
Anal Chem ; 90(17): 10249-10255, 2018 09 04.
Article in English | MEDLINE | ID: mdl-30070837

ABSTRACT

We report the development and implementation of an epi-detected spectral-focusing hyperspectral stimulated Raman scattering (SRS) imaging technique for label-free biomolecular subtyping of glioblastomas (GBMs). The hyperspectral SRS imaging technique developed generates SRS image stacks (from 2800 to 3020 cm-1 at 7 cm-1 intervals) within 30 s through controlling the time delay between the chirped pump and Stokes beams. SRS images at representative Raman shifts (e.g., 2845, 2885, and 2935 cm-1) delineate the biochemical variations and morphological differences between proneural and mesenchymal subtypes of GBMs. Multivariate curve resolution (MCR) analysis on hyperspectral SRS images enables the quantification of major biomolecule distributions in mesenchymal and proneural GBMs. Further principal component analysis (PCA) and linear discriminant analysis (LDA) together with leave-one SRS spectrum-out, cross-validation (LOOCV) yields a diagnostic sensitivity of 96.7% (29/30) and specificity of 88.9% (28/36) for differentiation between mesenchymal and proneural subtypes of GBMs. This study shows great potential of applying hyperspectral SRS imaging technique developed for rapid, label-free molecular subtyping of GBMs in neurosurgery.


Subject(s)
Brain Neoplasms/classification , Glioblastoma/classification , Nonlinear Optical Microscopy/methods , Spectrum Analysis, Raman/methods , Humans , Multivariate Analysis , Principal Component Analysis
6.
EMBO Rep ; 15(2): 165-74, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24413555

ABSTRACT

Drosophila larval brain neuroblasts divide asymmetrically to balance between self-renewal and differentiation. Here, we demonstrate that the SCF(Slimb) E3 ubiquitin ligase complex, which is composed of Cul1, SkpA, Roc1a and the F-box protein Supernumerary limbs (Slimb), inhibits ectopic neuroblast formation and regulates asymmetric division of neuroblasts. Hyperactivation of Akt leads to similar neuroblast overgrowth and defects in asymmetric division. Slimb associates with Akt in a protein complex, and SCF(S)(limb) acts through SAK and Akt to inhibit neuroblast overgrowth. Moreover, Beta-transducin repeat containing, the human ortholog of Slimb, is frequently deleted in highly aggressive gliomas, suggesting a conserved tumor suppressor-like function.


Subject(s)
Asymmetric Cell Division , Cell Cycle Proteins/metabolism , Drosophila Proteins/metabolism , Drosophila/metabolism , Neural Stem Cells/metabolism , Ubiquitin-Protein Ligases/metabolism , Animals , Cell Cycle Proteins/genetics , Drosophila/growth & development , Drosophila Proteins/genetics , Neural Stem Cells/physiology , Protein Serine-Threonine Kinases/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Transducin/metabolism , Ubiquitin-Protein Ligases/genetics
7.
Adv Exp Med Biol ; 951: 47-56, 2016.
Article in English | MEDLINE | ID: mdl-27837553

ABSTRACT

The Cancer Genome Atlas effort has generated significant interest in a new paradigm shift in tumor tissue analysis, patient diagnosis and subsequent treatment decision. Findings have highlighted the limitation of sole reliance on histology, which can be confounded by inter-observer variability. Such studies demonstrate that histologically similar grade IV brain tumors can be divided into four molecular subtypes based on gene expression, with each subtype demonstrating unique genomic aberrations and clinical outcome. These advances indicate that curative therapeutic strategies must now take into account the molecular information in tumor tissue, with the goal of identifying molecularly stratified patients that will most likely to receive treatment benefit from targeted therapy. This in turn spares non-responders from chemotherapeutic side effects and financial costs. In advancing clinical stage drug candidates, the banking of brain tumor tissue necessitates the acquisition of not just tumor tissue with clinical history and robust follow-up, but also high quality molecular information such as somatic mutation, transcriptomic and DNA methylation profiles which have been shown to predict patient survival independent of current clinical indicators. Additionally, the derivation of cell lines from such tumor tissue facilitates the development of clinically relevant patient-derived xenograft mouse models that can prospectively reform the tumor for further studies, yet have retrospective clinical history to associate bench and in vivo findings with clinical data. This represents a core capability of Precision Medicine where the focus is on understanding inter- and intra-tumor heterogeneity so as to best tailor therapies that will result in improved treatment outcomes.


Subject(s)
Biological Specimen Banks/statistics & numerical data , Brain Neoplasms/therapy , Gene Expression Regulation, Neoplastic , Glioblastoma/therapy , Neoplasm Proteins/genetics , Transcriptome , Animals , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , Cell Line, Tumor , Computational Biology/methods , DNA Methylation , Glioblastoma/genetics , Glioblastoma/metabolism , Glioblastoma/pathology , Humans , Mice , Mutation , Neoplasm Grading , Neoplasm Proteins/metabolism , Precision Medicine , Xenograft Model Antitumor Assays
8.
Nat Commun ; 15(1): 8410, 2024 Sep 27.
Article in English | MEDLINE | ID: mdl-39333499

ABSTRACT

Conventional magnetic biosensing technologies have reduced analytical capacity for magnetic field dimensionality and require extensive sample processing. To address these challenges, we spatially engineer 3D magnetic response gradients for direct and programmable molecular detection in native biofluids. Named magnetic augmentation through triple-gradient coupling for high-performance detection (MATCH), the technology comprises gradient-distributed magnetic nanoparticles encapsulated within responsive hydrogel pillars and suspended above a magnetic sensor array. This configuration enables multi-gradient matching to achieve optimal magnetic activation, response and transduction, respectively. Through focused activation by target biomarkers, the platform preferentially releases sensor-proximal nanoparticles, generating response gradients that complement the sensor's intrinsic detection capability. By implementing an upstream module that recognizes different biomarkers and releases universal activation molecules, the technology achieves programmable detection of various circulating biomarkers in native plasma. It bypasses conventional magnetic labeling, completes in <60 minutes and achieves sensitive detection (down to 10 RNA and 1000 protein copies). We apply the MATCH to measure RNAs and proteins directly in patient plasma, achieving accurate cancer classification.


Subject(s)
Biomarkers, Tumor , Biosensing Techniques , Humans , Biosensing Techniques/methods , Biomarkers, Tumor/blood , Hydrogels/chemistry , Magnetite Nanoparticles/chemistry , Magnetics , Biomarkers/blood , RNA/blood , Magnetic Fields , Neoplasms/blood
9.
Neuro Oncol ; 26(7): 1247-1261, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38366847

ABSTRACT

BACKGROUND: Precision treatment of glioblastoma is increasingly focused on molecular subtyping, with the mesenchymal subtype particularly resistant to temozolomide. Here, we aim to develop a targeted therapy for temozolomide resensitization in the mesenchymal subtype. METHODS: We integrated kinomic profiles and kinase inhibitor screens from patient-derived proneural and mesenchymal glioma-propagating cells and public clinical datasets to identify key protein kinases implicated in temozolomide resistance. RNAseq, apoptosis assays, and comet assays were used to examine the role of p38MAPK signaling and adaptive chemoresistance in mesenchymal cells. The efficacy of dual p38MAPK and MEK/ERK inhibition using ralimetinib (selective orally active p38MAPK inhibitor; phase I/II for glioblastoma) and binimetinib (approved MEK1/2 inhibitor for melanoma; phase II for high-grade glioma) in primary and recurrent mesenchymal tumors was evaluated using an intracranial patient-derived tumor xenograft model, focusing on survival analysis. RESULTS: Our transcriptomic-kinomic integrative analysis revealed p38MAPK as the prime target whose gene signature enables patient stratification based on their molecular subtypes and provides prognostic value. Repurposed p38MAPK inhibitors synergize favorably with temozolomide to promote intracellular retention of temozolomide and exacerbate DNA damage. Mesenchymal cells exhibit adaptive chemoresistance to p38MAPK inhibition through a pH-/calcium-mediated MEK/ERK pathway. Dual p38MAPK and MEK inhibition effectively maintain temozolomide sensitivity in primary and recurrent intracranial mesenchymal glioblastoma xenografts. CONCLUSIONS: Temozolomide resistance in mesenchymal glioblastoma is associated with p38MAPK activation. Adaptive chemoresistance in p38MAPK-resistant cells is mediated by MEK/ERK signaling. Adjuvant therapy with dual p38MAPK and MEK inhibition prolongs temozolomide sensitivity, which can be developed into a precision therapy for the mesenchymal subtype.


Subject(s)
Brain Neoplasms , Drug Resistance, Neoplasm , Glioblastoma , Temozolomide , Xenograft Model Antitumor Assays , p38 Mitogen-Activated Protein Kinases , Temozolomide/pharmacology , Humans , Glioblastoma/drug therapy , Glioblastoma/pathology , Glioblastoma/metabolism , Drug Resistance, Neoplasm/drug effects , p38 Mitogen-Activated Protein Kinases/metabolism , p38 Mitogen-Activated Protein Kinases/antagonists & inhibitors , Animals , Mice , Brain Neoplasms/drug therapy , Brain Neoplasms/pathology , Antineoplastic Agents, Alkylating/pharmacology , Protein Kinase Inhibitors/pharmacology , Mitogen-Activated Protein Kinase Kinases/antagonists & inhibitors , Mitogen-Activated Protein Kinase Kinases/metabolism , Tumor Cells, Cultured , Cell Proliferation/drug effects , Apoptosis/drug effects , Prognosis
10.
Neuro Oncol ; 2024 Oct 07.
Article in English | MEDLINE | ID: mdl-39373211

ABSTRACT

BACKGROUND: EZH2, well-known for its canonical methyltransferase activity in transcriptional repression in many cancers including glioblastoma (GBM), has an understudied non-canonical function critical for sustained tumor growth. Recent GBM consortial efforts reveal complex molecular heterogeneity for which therapeutic vulnerabilities correlated with subtype stratification remain relatively unexplored. Current enzymatic EZH2 inhibitors (EZH2inh) targeting its canonical SET domain show limited efficacy and lack durable response, suggesting that underlying differences in the non-canonical pathway may yield new knowledge. Here, we unveiled dual roles of the EZH2 CXC domain in therapeutically-distinct, reactive oxygen species (ROS)-stratified tumors. METHODS: We analyzed differentially expressed genes between ROS classes by examining cis-regulatory elements as well as clustering of activities and pathways to identify EZH2 as the key mediator in ROS-stratified cohorts. Pull-down assays and CRISPR knockout of EZH2 domains were used to dissect the distinct functions of EZH2 in ROS-stratified GBM cells. The efficacy of NF-κB-inducing kinase inhibitor (NIKinh) and standard-of-care temozolomide was evaluated using orthotopic patient-derived GBM xenografts. RESULTS: In ROS(+) tumors, CXC-mediated co-interaction with RelB drives constitutive activation of non-canonical NF-κB2 signaling, sustaining the ROS(+) chemoresistant phenotype. In contrast, in ROS(-) subtypes, PRC2 methyltransferase activity represses canonical NF-κB. Addressing the lack of EZH2inh targeting its non-methyltransferase roles, we utilized a brain-penetrant NIKinh that disrupts EZH2-RelB binding, consequently prolonging survival in orthotopic ROS(+)-implanted mice. CONCLUSION: Our findings highlight the functional dichotomy of the EZH2 CXC domain in governing ROS-stratified therapeutic resistance, thereby advocating for the development of therapeutic approaches targeting its non-canonical activities and underscoring the significance of patient stratification methodologies.

11.
Nat Commun ; 14(1): 4278, 2023 07 17.
Article in English | MEDLINE | ID: mdl-37460561

ABSTRACT

Current technologies to subtype glioblastoma (GBM), the most lethal brain tumor, require highly invasive brain biopsies. Here, we develop a dedicated analytical platform to achieve direct and multiplexed profiling of circulating RNAs in extracellular vesicles for blood-based GBM characterization. The technology, termed 'enzyme ZIF-8 complexes for regenerative and catalytic digital detection of RNA' (EZ-READ), leverages an RNA-responsive transducer to regeneratively convert and catalytically enhance signals from rare RNA targets. Each transducer comprises hybrid complexes - protein enzymes encapsulated within metal organic frameworks - to configure strong catalytic activity and robust protection. Upon target RNA hybridization, the transducer activates directly to liberate catalytic complexes, in a target-recyclable manner; when partitioned within a microfluidic device, these complexes can individually catalyze strong chemifluorescence reactions for digital RNA quantification. The EZ-READ platform thus enables programmable and reliable RNA detection, across different-sized RNA subtypes (miRNA and mRNA), directly in sample lysates. When clinically evaluated, the EZ-READ platform established composite signatures for accurate blood-based GBM diagnosis and subtyping.


Subject(s)
Brain Neoplasms , Glioblastoma , MicroRNAs , Humans , MicroRNAs/genetics , Brain Neoplasms/genetics , Brain Neoplasms/pathology , RNA, Messenger , Nucleic Acid Hybridization , Glioblastoma/genetics , Glioblastoma/pathology
12.
J Biol Chem ; 285(38): 29231-8, 2010 Sep 17.
Article in English | MEDLINE | ID: mdl-20630868

ABSTRACT

Although mutations in the parkin gene are frequently associated with familial Parkinsonism, emerging evidence suggests that parkin also plays a role in cancers as a putative tumor suppressor. Supporting this, we show here that parkin expression is dramatically reduced in several breast cancer-derived cell lines as well as in primary breast cancer tissues. Importantly, we found that ectopic parkin expression in parkin-deficient breast cancer cells mitigates their proliferation rate both in vitro and in vivo, as well as reduces the capacity of these cells to migrate. Cell cycle analysis revealed the arrestment of a significant percentage of parkin-expressing breast cancer cells at the G1-phase. However, we did not observe significant changes in the levels of the G1-associated cyclin D1 and E. On the other hand, the level of cyclin-dependent kinase 6 (CDK6) is dramatically and selectively elevated in parkin-expressing breast cancer cells, the extent of which correlates well with the expression of parkin. Interestingly, a recent study demonstrated that CDK6 restrains the proliferation of breast cancer cells. Taken together, our results support a negative role for parkin in tumorigenesis and provide a potential mechanism by which parkin exerts its suppressing effects on breast cancer cell proliferation.


Subject(s)
Breast Neoplasms/metabolism , Cyclin-Dependent Kinase 6/metabolism , Ubiquitin-Protein Ligases/metabolism , Animals , Breast Neoplasms/genetics , Cell Cycle/genetics , Cell Cycle/physiology , Cell Line , Cell Line, Tumor , Cell Movement , Cell Proliferation , Cyclin-Dependent Kinase 6/genetics , Female , G1 Phase/genetics , G1 Phase/physiology , Humans , In Vitro Techniques , Mice , Mice, Inbred NOD , Mice, SCID , Oligonucleotide Array Sequence Analysis , Polymerase Chain Reaction , Ubiquitin-Protein Ligases/genetics
13.
Cells ; 10(1)2021 01 05.
Article in English | MEDLINE | ID: mdl-33466414

ABSTRACT

Parkinson's disease (PD) is an age-dependent neurodegenerative condition. Leucine-rich repeat kinase 2 (LRRK2) mutations are the most frequent cause of sporadic and autosomal dominant PD. The exact role of LRRK2 protective variants (R1398H, N551K) together with a pathogenic mutant (G2019S) in aging and neurodegeneration is unknown. We generated the following myc-tagged UAS-LRRK2 transgenic Drosophila: LRRK2 (WT), N551K, R1398H, G2019S single allele, and double-mutants (N551K/G2019S or R1398H/G2019S). The protective variants alone were able to suppress the phenotypic effects caused by the pathogenic LRRK2 mutation. Next, we conducted RNA-sequencing using mRNA isolated from dopaminergic neurons of these different groups of transgenic Drosophila. Using pathway enrichment analysis, we identified the top 10 modules (p < 0.05), with "LRRK2 in neurons in Parkinson's disease" among the candidates. Further dissection of this pathway identified the most significantly modulated gene nodes such as eEF1A2, ACTB, eEF1A, and actin cytoskeleton reorganization. The induction of the pathway was successfully restored by the R1398H protective variant and R1398H-G2019S or N551K-G2019S rescue experiments. The oxidoreductase family of genes was also active in the pathogenic mutant and restored in protective and rescue variants. In summary, we provide in vivo evidence supporting the neuroprotective effects of LRRK2 variants. RNA sequencing of dopaminergic neurons identified upregulation of specific gene pathways in the Drosophila carrying the pathogenic variant, and this was restored in the rescue phenotypes. Using protective gene variants, our study identifies potential new targets and provides proof of principle of a new therapeutic approach that will further our understanding of aging and neurodegeneration in PD.


Subject(s)
Drosophila Proteins/metabolism , Leucine-Rich Repeat Serine-Threonine Protein Kinase-2/metabolism , Mutation , Parkinson Disease/metabolism , Animals , Drosophila Proteins/genetics , Drosophila melanogaster , Leucine-Rich Repeat Serine-Threonine Protein Kinase-2/genetics , Organisms, Genetically Modified , Parkinson Disease/genetics
14.
Theranostics ; 11(11): 5127-5142, 2021.
Article in English | MEDLINE | ID: mdl-33859738

ABSTRACT

Hypoxic microenvironment is a hallmark of solid tumors, especially glioblastoma. The strong reliance of glioma-propagating cells (GPCs) on hypoxia-induced survival advantages is potentially exploitable for drug development. Methods: To identify key signaling pathways for hypoxia adaptation by patient-derived GPCs, we performed a kinase inhibitor profiling by screening 188 small molecule inhibitors against 130 different kinases in normoxia and hypoxia. Potential kinase candidates were prioritized for in vitro and in vivo investigations using a ranking algorithm that integrated information from the kinome connectivity network and estimated patients' survival based on expression status. Results: Hypoxic drug screen highlighted extensive modifications of kinomic landscape and a crucial functionality of c-MET-PI3K. c-MET inhibitors diminished phosphorylation of c-MET and PI3K in GPCs subjected to hypoxia, suggesting its role in the hypoxic adaptation of GPCs. Mechanistically, the inhibition of c-MET and PI3K impaired antioxidant defense, leading to oxidative catastrophe and apoptosis. Repurposed c-MET inhibitors PF04217903 and tivantinib exhibited hypoxic-dependent drug synergism with temozolomide, resulting in reduced tumor load and growth of GPC xenografts. Detailed analysis of bulk and single-cell glioblastoma transcriptomes associates the cellular subpopulation over-expressing c-MET with inflamed, hypoxic, metastatic, and stem-like phenotypes. Conclusions: Thus, our "bench to bedside (the use of patient-derived GPCs and xenografts for basic research) and back (validation with independent glioblastoma transcriptome databases)" analysis unravels the novel therapeutic indications of c-MET and PI3K/Akt inhibitors for the treatment of glioblastoma, and potentially other cancers, in the hypoxic tumor microenvironment.


Subject(s)
Glioma/genetics , Hypoxia/genetics , Phosphatidylinositol 3-Kinases/genetics , Proto-Oncogene Proteins c-met/genetics , Animals , Antioxidants/pharmacology , Apoptosis/drug effects , Apoptosis/genetics , Brain Neoplasms/drug therapy , Brain Neoplasms/genetics , Cell Line, Tumor , Glioblastoma/drug therapy , Glioblastoma/genetics , Glioma/drug therapy , Humans , Hypoxia/drug therapy , Male , Mice , Phosphorylation/drug effects , Phosphorylation/genetics , Pyrazines/pharmacology , Pyrrolidinones/pharmacology , Quinolines/pharmacology , Signal Transduction/drug effects , Signal Transduction/genetics , Temozolomide/pharmacology , Transcriptome/drug effects , Transcriptome/genetics , Triazoles/pharmacology
15.
Dev Cell ; 56(20): 2841-2855.e8, 2021 10 25.
Article in English | MEDLINE | ID: mdl-34559979

ABSTRACT

Glioblastoma are heterogeneous tumors composed of highly invasive and highly proliferative clones. Heterogeneity in invasiveness could emerge from discrete biophysical properties linked to specific molecular expression. We identified clones of patient-derived glioma propagating cells that were either highly proliferative or highly invasive and compared their cellular architecture, migratory, and biophysical properties. We discovered that invasiveness was linked to cellular fitness. The most invasive cells were stiffer, developed higher mechanical forces on the substrate, and moved stochastically. The mechano-chemical-induced expression of the formin FMN1 conferred invasive strength that was confirmed in patient samples. Moreover, FMN1 expression was also linked to motility in other cancer and normal cell lines, and its ectopic expression increased fitness parameters. Mechanistically, FMN1 acts from the microtubule lattice and promotes a robust mechanical cohesion, leading to highly invasive motility.


Subject(s)
Cell Movement/physiology , Formins/metabolism , Glioblastoma/metabolism , Neoplasm Invasiveness/pathology , Brain Neoplasms/pathology , Cell Line, Tumor , Fetal Proteins/metabolism , Glioblastoma/pathology , Humans , Microfilament Proteins/metabolism
16.
Sci Adv ; 7(18)2021 04.
Article in English | MEDLINE | ID: mdl-33931443

ABSTRACT

Molecular profiling of the most aggressive brain tumor glioblastoma (GBM) on the basis of gene expression, DNA methylation, and genomic variations advances both cancer research and clinical diagnosis. The enhancer architectures and regulatory circuitries governing tumor-intrinsic transcriptional diversity and subtype identity are still elusive. Here, by mapping H3K27ac deposition, we analyze the active regulatory landscapes across 95 GBM biopsies, 12 normal brain tissues, and 38 cell line counterparts. Analyses of differentially regulated enhancers and super-enhancers uncovered previously unrecognized layers of intertumor heterogeneity. Integrative analysis of variant enhancer loci and transcriptome identified topographies of transcriptional enhancers and core regulatory circuitries in four molecular subtypes of primary tumors: AC1-mesenchymal, AC1-classical, AC2-proneural, and AC3-proneural. Moreover, this study reveals core oncogenic dependency on super-enhancer-driven transcriptional factors, long noncoding RNAs, and druggable targets in GBM. Through profiling of transcriptional enhancers, we provide clinically relevant insights into molecular classification, pathogenesis, and therapeutic intervention of GBM.


Subject(s)
Brain Neoplasms , Glioblastoma , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Chromatin/genetics , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Glioblastoma/genetics , Glioblastoma/pathology , Humans
17.
Stem Cells ; 27(1): 29-39, 2009 Jan.
Article in English | MEDLINE | ID: mdl-18845764

ABSTRACT

Cancer stem cells have been shown to initiate and sustain tumor growth. In many instances, clinical material is limited, compounded by a lack of methods to preserve such cells at convenient time points. Although brain tumor-initiating cells grown in a spheroid manner have been shown to maintain their integrity through serial transplantation in immune-compromised animals, practically, it is not always possible to have access to animals of suitable ages to continuously maintain these cells. We therefore explored vitrification as a cryopreservation technique for brain tumor-initiating cells. Tumor neurospheres were derived from five patients with glioblastoma multiforme (GBM). Cryopreservation in 90% serum and 10% dimethyl sulfoxide yielded greatest viability and could be explored in future studies. Vitrification yielded cells that maintained self-renewal and multipotentiality properties. Karyotypic analyses confirmed the presence of GBM hallmarks. Upon implantation into NOD/SCID mice, our vitrified cells reformed glioma masses that could be serially transplanted. Transcriptome analysis showed that the vitrified and nonvitrified samples in either the stem-like or differentiated states clustered together, providing evidence that vitrification does not change the genotype of frozen cells. Upon induction of differentiation, the transcriptomes of vitrified cells associated with the original primary tumors, indicating that tumor stem-like cells are a genetically distinct population from the differentiated mass, underscoring the importance of working with the relevant tumor-initiating population. Our results demonstrate that vitrification of brain tumor-initiating cells preserves the biological phenotype and genetic profiles of the cells. This should facilitate the establishment of a repository of tumor-initiating cells for subsequent experimental designs.


Subject(s)
Cryopreservation , Glioblastoma/pathology , Neurons/pathology , Spheroids, Cellular/pathology , AC133 Antigen , Animals , Antigens, CD/metabolism , Cell Aggregation , Cell Differentiation , Cell Proliferation , Cell Shape , Cell Survival , Gene Expression Regulation, Neoplastic , Glioblastoma/genetics , Glycoproteins/metabolism , Humans , Karyotyping , Mice , Mice, SCID , Multipotent Stem Cells/pathology , Neoplastic Stem Cells/pathology , Peptides/metabolism , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
19.
J Neurosurg ; 111(2): 238-46, 2009 Aug.
Article in English | MEDLINE | ID: mdl-19199503

ABSTRACT

OBJECT: The study of tumor cell growth and invasion in cancer biology is often limited by the inability to visualize tumor cell behavior in real time in animal models. The authors provide evidence that glioma cells are heterogeneous,with a subset responsible for increased invasiveness. The use of bioluminescence (BL) imaging to investigate dynamic aspects of glioma progression are discussed. METHODS: Glioblastoma multiforme-initiating cells were generated under conditions typically used to sustain neural stem cells. The invasiveness potential was determined using a Matrigel chamber. The presence of an "invasiveness gene signature" that correlated with patient survival outcome was ascertained through microarray gene expression analysis. To measure invasiveness, the authors devised a method focussed on BL imaging and tested it in vitro and in vivo using a zebrafish xenograft model. Bioluminescence imaging signals were verified using known inhibitors of glioma growth: AEE788, N-[(3,5-Difluorophenyl)acetyl]-L-alanyl-2-phenylglycine-1,1-dimethylethyl ester, and compound E. RESULTS: The authors' data support the idea that glioblastoma multiforme-initiating cells are heterogeneous and possess an invasive subset; BL imaging was used as a readout method to assess this invasive subset. The in vitro data obtained using a known glioma growth inhibitor, AEE788, showed that BL imaging could detect cellular movement and invasion even before overall cell death was detectable on conventional viability assays. Further work using a zebrafish tumor xenograft model supported the efficacy of BL imaging in monitoring changes in tumor load. CONCLUSIONS: The authors used optically transparent zebrafish and high-resolution confocal imaging to track tumor growth in vivo and demonstrate the efficacy of this model for screening antitumor and antiangiogenic compounds.The integration of zebrafish transgenic technology into human cancer biological studies may aid in the development of cancer models targeting specific organs, tissues, or cell types within tumors. Zebrafish could also provide a cost-effective means for the rapid development of therapeutic agents directed at blocking tumor growth and invasion.


Subject(s)
Glioblastoma/pathology , Luminescent Measurements/methods , Neoplasm Invasiveness/pathology , Animals , Cell Movement , Disease Progression , Humans , Neoplasm Invasiveness/genetics , Oligonucleotide Array Sequence Analysis , Purines/pharmacology , Transplantation, Heterologous , Tumor Cells, Cultured , Zebrafish
20.
Nat Commun ; 10(1): 3601, 2019 08 09.
Article in English | MEDLINE | ID: mdl-31399589

ABSTRACT

Intratumoral heterogeneity is a hallmark of glioblastoma (GBM) tumors, thought to negatively influence therapeutic outcome. Previous studies showed that mesenchymal tumors have a worse outcome than the proneural subtype. Here we focus on STAT3 as its activation precedes the proneural-mesenchymal transition. We first establish a STAT3 gene signature that stratifies GBM patients into STAT3-high and -low cohorts. STAT3 inhibitor treatment selectively mitigates STAT3-high cell viability and tumorigenicity in orthotopic mouse xenograft models. We show the mechanism underlying resistance in STAT3-low cells by combining STAT3 signature analysis with kinome screen data on STAT3 inhibitor-treated cells. This allows us to draw connections between kinases affected by STAT3 inhibitors, their associated transcription factors and target genes. We demonstrate that dual inhibition of IGF-1R and STAT3 sensitizes STAT3-low cells and improves survival in mice. Our study underscores the importance of serially profiling tumors so as to accurately target individuals who may demonstrate molecular subtype switching.


Subject(s)
Genetic Predisposition to Disease/genetics , Glioblastoma/drug therapy , Glioblastoma/genetics , STAT3 Transcription Factor/genetics , STAT3 Transcription Factor/metabolism , Animals , Cell Survival , Disease Models, Animal , Dose-Response Relationship, Drug , Drug Synergism , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/genetics , Gene Knockdown Techniques , Humans , Imidazoles/pharmacology , Insulin-Like Growth Factor Binding Protein 2/genetics , Insulin-Like Growth Factor Binding Protein 2/metabolism , Mice , Pyrazines/pharmacology , Pyrazoles/pharmacology , Pyrimidines/pharmacology , Receptor, IGF Type 1/antagonists & inhibitors , Receptor, IGF Type 1/genetics , STAT3 Transcription Factor/antagonists & inhibitors , Temozolomide/pharmacology , Xenograft Model Antitumor Assays
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