ABSTRACT
Recurrence of meningiomas is unpredictable by current invasive methods based on surgically removed specimens. Identification of patients likely to recur using noninvasive approaches could inform treatment strategy, whether intervention or monitoring. In this study, we analyze the DNA methylation levels in blood (serum and plasma) and tissue samples from 155 meningioma patients, compared to other central nervous system tumor and non-tumor entities. We discover DNA methylation markers unique to meningiomas and use artificial intelligence to create accurate and universal models for identifying and predicting meningioma recurrence, using either blood or tissue samples. Here we show that liquid biopsy is a potential noninvasive and reliable tool for diagnosing and predicting outcomes in meningioma patients. This approach can improve personalized management strategies for these patients.
Subject(s)
Meningeal Neoplasms , Meningioma , Humans , Meningioma/diagnosis , Meningioma/genetics , Prognosis , Artificial Intelligence , DNA Methylation , Liquid Biopsy , Meningeal Neoplasms/diagnosis , Meningeal Neoplasms/geneticsABSTRACT
Glioblastoma is an aggressive primary brain tumor predominantly localized to the cerebral cortex. We developed a panel of patient-derived mouse orthotopic xenografts (PDOX) for preclinical drug studies by implanting cancer stem cells (CSC) cultured from fresh surgical specimens intracranially into 8-wk-old female athymic nude mice. Here we optimize the glioblastoma PDOX model by assessing the effect of implantation location on tumor growth, survival, and histologic characteristics. To trace the distribution of intracranial injections, toluidine blue dye was injected at 4 locations with defined mediolateral, anterioposterior, and dorsoventral coordinates within the cerebral cortex. Glioblastoma CSC from 4 patients and a glioblastoma nonstem-cell line were then implanted by using the same coordinates for evaluation of tumor location, growth rate, and morphologic and histologic features. Dye injections into one of the defined locations resulted in dye dissemination throughout the ventricles, whereas tumor cell implantation at the same location resulted in a much higher percentage of small multifocal ventricular tumors than did the other 3 locations tested. Ventricular tumors were associated with a lower tumor growth rate, as measured by in vivo bioluminescence imaging, and decreased survival in 4 of 5 cell lines. In addition, tissue oxygenation, vasculature, and the expression of astrocytic markers were altered in ventricular tumors compared with nonventricular tumors. Based on this information, we identified an optimal implantation location that avoided the ventricles and favored cortical tumor growth. To assess the effects of stress from oral drug administration, mice that underwent daily gavage were compared with stress-positive and -negative control groups. Oral gavage procedures did not significantly affect the survival of the implanted mice or physiologic measurements of stress. Our findings document the importance of optimization of the implantation site for preclinical mouse models of glioblastoma.
Subject(s)
Brain Neoplasms/pathology , Glioblastoma/pathology , Neoplastic Stem Cells/pathology , Translational Research, Biomedical/methods , Animals , Cell Line, Tumor , Cell Proliferation , Cell Survival , Female , Handling, Psychological , Heterografts , Humans , Mice, Nude , Neoplasm Transplantation , Neoplastic Stem Cells/transplantation , Stress, Psychological/complications , Stress, Psychological/pathology , Time Factors , Tumor BurdenABSTRACT
Meningiomas are common intracranial tumors categorized as Grades I-III per the current WHO guidelines. A small percentage of meningiomas are Grades II and III, which are likely to recur after initial treatment. Grade III meningiomas are considered to be malignant and warrant aggressive management. If surgery and radiation fail to produce lasting remission, effective treatment options for patients with progressive anaplastic meningiomas are elusive. The authors present the case of a patient with a meningioma that gradually progressed from Grade I to Grade III over 12 years despite repeated surgery and radiation therapy. The patient has been in remission for over 3 years following octreotide therapy.
Subject(s)
Antineoplastic Agents, Hormonal/therapeutic use , Brain Neoplasms/drug therapy , Meningioma/drug therapy , Octreotide/therapeutic use , Adult , Brain Neoplasms/radiotherapy , Brain Neoplasms/surgery , Combined Modality Therapy , Disease Progression , Female , Humans , Magnetic Resonance Imaging , Meningioma/radiotherapy , Meningioma/surgery , Neoplasm Recurrence, Local , Treatment OutcomeABSTRACT
The high-mobility group-box transcription factor sex-determining region Y-box 2 (Sox2) is essential for the maintenance of stem cells from early development to adult tissues. Sox2 can reprogram differentiated cells into pluripotent cells in concert with other factors and is overexpressed in various cancers. In glioblastoma (GBM), Sox2 is a marker of cancer stemlike cells (CSCs) in neurosphere cultures and is associated with the proneural molecular subtype. Here, we report that Sox2 expression pattern in GBM tumors and patient-derived mouse xenografts is not restricted to a small percentage of cells and is coexpressed with various lineage markers, suggesting that its expression extends beyond CSCs to encompass more differentiated neoplastic cells across molecular subtypes. Employing a CSC derived from a patient with GBM and isogenic differentiated cell model, we show that Sox2 knockdown in the differentiated state abolished dedifferentiation and acquisition of CSC phenotype. Furthermore, Sox2 deficiency specifically impaired the astrocytic component of a biphasic gliosarcoma xenograft model while allowing the formation of tumors with sarcomatous phenotype. The expression of genes associated with stem cells and malignancy were commonly downregulated in both CSCs and serum-differentiated cells on Sox2 knockdown. Genes previously shown to be associated with pluripontency and CSCs were only affected in the CSC state, whereas embryonic stem cell self-renewal genes and cytokine signaling were downregulated, and the Wnt pathway activated in differentiated Sox2-deficient cells. Our results indicate that Sox2 regulates the expression of key genes and pathways involved in GBM malignancy, in both cancer stemlike and differentiated cells, and maintains plasticity for bidirectional conversion between the two states, with significant clinical implications.
Subject(s)
Astrocytes/pathology , Brain Neoplasms/pathology , Glioblastoma/pathology , SOXB1 Transcription Factors/metabolism , Animals , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Cell Differentiation/genetics , Cells, Cultured , Female , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , Glioblastoma/genetics , Glioblastoma/metabolism , Humans , Mice, Nude , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Neuronal Plasticity/physiology , SOXB1 Transcription Factors/genetics , Xenograft Model Antitumor AssaysABSTRACT
Glioblastomas, the most common and aggressive form of astrocytoma, are refractory to therapy, and molecularly heterogeneous. The ability to establish cell cultures that preserve the genomic profile of the parental tumors, for use in patient specific in vitro and in vivo models, has the potential to revolutionize the preclinical development of new treatments for glioblastoma tailored to the molecular characteristics of each tumor. Starting with fresh high grade astrocytoma tumors dissociated into single cells, we use the neurosphere assay as an enrichment method for cells presenting cancer stem cell phenotype, including expression of neural stem cell markers, long term self-renewal in vitro, and the ability to form orthotopic xenograft tumors. This method has been previously proposed, and is now in use by several investigators. Based on our experience of dissociating and culturing 125 glioblastoma specimens, we arrived at the detailed protocol we present here, suitable for routine neurosphere culturing of high grade astrocytomas and large scale expansion of tumorigenic cells for preclinical studies. We report on the efficiency of successful long term cultures using this protocol and suggest affordable alternatives for culturing dissociated glioblastoma cells that fail to grow as neurospheres. We also describe in detail a protocol for preserving the neurospheres 3D architecture for immunohistochemistry. Cell cultures enriched in CSCs, capable of generating orthotopic xenograft models that preserve the molecular signatures and heterogeneity of GBMs, are becoming increasingly popular for the study of the biology of GBMs and for the improved design of preclinical testing of potential therapies.