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Yuan JX, Munson JM. Quantitative Immunohistochemistry of the Cellular Microenvironment in Patient Glioblastoma Resections. J Vis Exp 2017. [PMID: 28784969 DOI: 10.3791/56025] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
With the growing interest in the tumor microenvironment, we set out to develop a method to specifically determine the microenvironment components within patient samples of glioblastoma, the deadliest and most invasive brain cancer. Not only are quantitative methods beneficial for accurately describing diseased tissues, they can also potentially contribute to more accurate prognosis, diagnosis, and the development of tissue-engineered systems and replacements. In glioblastoma, glial cells, such as microglia and astrocytes, have been independently correlated with poor prognosis based on pathologist grading. However, the state of these cells and other glial cell components has not been well-described quantitatively. This can be difficult due to the large processes that mark these glial cells. Furthermore, most histological analyses focus on the overall tissue sample or only within the bulk of the tumor, as opposed to delineating quantifications based on regions within the highly heterogeneous tissue. Here, we describe a method for identifying and quantitatively analyzing the populations of glial cells within the tumor bulk and adjacent regions of tumor resections from glioblastoma patients. We used chromogenic immunohistochemistry to identify the glial cell populations in patient tumor resections and ImageJ to analyze percent coverage of staining for each glial population. With these techniques we are able to better describe the glial cells throughout regions of the glioma tumor microenvironment.
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Yuan JX, Bafakih FF, Mandell JW, Horton BJ, Munson JM. Quantitative Analysis of the Cellular Microenvironment of Glioblastoma to Develop Predictive Statistical Models of Overall Survival. J Neuropathol Exp Neurol 2017; 75:1110-1123. [PMID: 27815396 DOI: 10.1093/jnen/nlw090] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Glioblastomas, the most common primary malignant brain tumors, have a distinct tissue microenvironment. Although non-neoplastic cells contribute to glioblastoma progression, very few quantitative studies have shown the effect of tumor microenvironmental influences on patient survival. We examined relationships of the cellular microenvironment, including astrocytes, microglia, oligodendrocytes, and blood vessels, to survival in glioblastoma patients. Using histological staining and quantitative image analyses, we examined the tumor-associated parenchyma of 33 patients and developed statistical models to predict patient outcomes based on the cellular picture of the tumor parenchyma. We found that blood vessel density correlated with poorer prognosis. To examine the role of adjacent parenchymal versus higher tumor cell density bulk parenchymal tissue, we examined the glial components in these highly variable regions. Comparison of bulk and adjacent astrocytes and microglia in tissue yielded the strongest prediction of survival, with high levels of adjacent astrocytes predicted poor prognosis and high levels of microglia correlated with a better prognosis. These results indicate that parenchymal components predict survival in glioblastoma patients and in particular that the balance between reactive glial populations is important for patient prognosis.
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Affiliation(s)
- Jessica X Yuan
- From the University of Virginia School of Medicine (JXY, FFB, JWM, BJH, JMM), Department of Biomedical Engineering, University (JXY, JMM), Department of Pathology (FFB, JWM), and Department of Public Health Sciences (BJH), Division of Translational Research and Applied Statistics, University of Virginia, Charlottesville, Virginia
| | - Fahad F Bafakih
- From the University of Virginia School of Medicine (JXY, FFB, JWM, BJH, JMM), Department of Biomedical Engineering, University (JXY, JMM), Department of Pathology (FFB, JWM), and Department of Public Health Sciences (BJH), Division of Translational Research and Applied Statistics, University of Virginia, Charlottesville, Virginia
| | - James W Mandell
- From the University of Virginia School of Medicine (JXY, FFB, JWM, BJH, JMM), Department of Biomedical Engineering, University (JXY, JMM), Department of Pathology (FFB, JWM), and Department of Public Health Sciences (BJH), Division of Translational Research and Applied Statistics, University of Virginia, Charlottesville, Virginia
| | - Bethany J Horton
- From the University of Virginia School of Medicine (JXY, FFB, JWM, BJH, JMM), Department of Biomedical Engineering, University (JXY, JMM), Department of Pathology (FFB, JWM), and Department of Public Health Sciences (BJH), Division of Translational Research and Applied Statistics, University of Virginia, Charlottesville, Virginia
| | - Jennifer M Munson
- From the University of Virginia School of Medicine (JXY, FFB, JWM, BJH, JMM), Department of Biomedical Engineering, University (JXY, JMM), Department of Pathology (FFB, JWM), and Department of Public Health Sciences (BJH), Division of Translational Research and Applied Statistics, University of Virginia, Charlottesville, Virginia
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Stallcup WB, You WK, Kucharova K, Cejudo-Martin P, Yotsumoto F. NG2 Proteoglycan-Dependent Contributions of Pericytes and Macrophages to Brain Tumor Vascularization and Progression. Microcirculation 2016; 23:122-33. [PMID: 26465118 DOI: 10.1111/micc.12251] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Accepted: 10/09/2015] [Indexed: 12/22/2022]
Abstract
The NG2 proteoglycan promotes tumor growth as a component of both tumor and stromal cells. Using intracranial, NG2-negative B16F10 melanomas, we have investigated the importance of PC and Mac NG2 in brain tumor progression. Reduced melanoma growth in Mac-NG2ko and PC-NG2ko mice demonstrates the importance of NG2 in both stromal compartments. In each genotype, the loss of PC-endothelial cell interaction diminishes the formation of endothelial junctions and assembly of the basal lamina. Tumor vessels in Mac-NG2ko mice have smaller diameters, reduced patency, and increased leakiness compared to PC-NG2ko mice, thus decreasing tumor blood supply and increasing hypoxia. While the reduced PC interaction with endothelial cells in PC-NG2ko mice results from the loss of PC activation of β1 integrin signaling in endothelial cells, reduced PC-endothelial cell interaction in Mac-NG2ko mice results from 90% reduced Mac recruitment. The absence of Mac-derived signals in Mac-NG2ko mice causes the loss of PC association with endothelial cells. Reduced Mac recruitment may be due to diminished activation of integrins in the absence of NG2, causing decreased Mac interaction with endothelial adhesion molecules that are needed for extravasation. These results reflect the complex interplay that occurs between Mac, PC, and endothelial cells during tumor vascularization.
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Affiliation(s)
- William B Stallcup
- Sanford Burnham Prebys Medical Discovery Institute, Cancer Center, La Jolla, California, USA
| | - Weon-Kyoo You
- Sanford Burnham Prebys Medical Discovery Institute, Cancer Center, La Jolla, California, USA.,Biologics Business, Research and Development Center, Hanwha Chemical, Daejon, South Korea
| | - Karolina Kucharova
- Sanford Burnham Prebys Medical Discovery Institute, Cancer Center, La Jolla, California, USA
| | - Pilar Cejudo-Martin
- Sanford Burnham Prebys Medical Discovery Institute, Cancer Center, La Jolla, California, USA
| | - Fusanori Yotsumoto
- Sanford Burnham Prebys Medical Discovery Institute, Cancer Center, La Jolla, California, USA.,Department of Biochemistry, Faculty of Medicine, Fukuoka University, Fukuoka, Japan
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Xu J, Margol A, Asgharzadeh S, Erdreich-Epstein A. Pediatric brain tumor cell lines. J Cell Biochem 2015; 116:218-24. [PMID: 25211508 PMCID: PMC10656279 DOI: 10.1002/jcb.24976] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Accepted: 09/05/2014] [Indexed: 12/30/2022]
Abstract
Pediatric brain tumors as a group, including medulloblastomas, gliomas, and atypical teratoid rhabdoid tumors (ATRT) are the most common solid tumors in children and the leading cause of death from childhood cancer. Brain tumor-derived cell lines are critical for studying the biology of pediatric brain tumors and can be useful for initial screening of new therapies. Use of appropriate brain tumor cell lines for experiments is important, as results may differ depending on tumor properties, and can thus affect the conclusions and applicability of the model. Despite reports in the literature of over 60 pediatric brain tumor cell lines, the majority of published papers utilize only a small number of these cell lines. Here we list the approximately 60 currently-published pediatric brain tumor cell lines and summarize some of their central features as a resource for scientists seeking pediatric brain tumor cell lines for their research.
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Affiliation(s)
- Jingying Xu
- Division of Hematology, Oncology and Blood & Marrow Transplantation, Department of Pediatrics, University of Southern California, Los Angeles, California 90027
| | - Ashley Margol
- Division of Hematology, Oncology and Blood & Marrow Transplantation, Department of Pediatrics, University of Southern California, Los Angeles, California 90027
| | - Shahab Asgharzadeh
- Division of Hematology, Oncology and Blood & Marrow Transplantation, Department of Pediatrics, University of Southern California, Los Angeles, California 90027
- Department of Pathology, Saban Research Institute at Children’s Hospital Los Angeles and the Keck School of Medicine, University of Southern California, Los Angeles, California 90027
| | - Anat Erdreich-Epstein
- Division of Hematology, Oncology and Blood & Marrow Transplantation, Department of Pediatrics, University of Southern California, Los Angeles, California 90027
- Department of Pathology, Saban Research Institute at Children’s Hospital Los Angeles and the Keck School of Medicine, University of Southern California, Los Angeles, California 90027
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Yotsumoto F, You WK, Cejudo-Martin P, Kucharova K, Sakimura K, Stallcup WB. NG2 proteoglycan-dependent recruitment of tumor macrophages promotes pericyte-endothelial cell interactions required for brain tumor vascularization. Oncoimmunology 2015; 4:e1001204. [PMID: 26137396 PMCID: PMC4485789 DOI: 10.1080/2162402x.2014.1001204] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2014] [Revised: 12/15/2014] [Accepted: 12/17/2014] [Indexed: 11/03/2022] Open
Abstract
Early stage growth of intracranial B16F10 tumors is reduced by 87% in myeloid-specific NG2 null (Mac-NG2ko) mice and by 77% in pericyte-specific NG2 null (PC-NG2ko) mice, demonstrating the importance of the NG2 proteoglycan in each of these stromal compartments. In both genotypes, loss of pericyte-endothelial cell interaction results in numerous structural defects in tumor blood vessels, including decreased formation of endothelial cell junctions and decreased assembly of the vascular basal lamina. All vascular deficits are larger in Mac-NG2ko mice than in PC-NG2ko mice, correlating with the greater decrease in pericyte-endothelial cell interaction in Mac-NG2ko animals. Accordingly, tumor vessels in Mac-NG2ko mice have a smaller diameter, lower degree of patency, and higher degree of leakiness than tumor vessels in PC-NG2ko mice, leading to less efficient tumor blood flow and to increased intratumoral hypoxia. While reduced pericyte interaction with endothelial cells in PC-NG2ko mice is caused by loss of NG2-dependent pericyte activation of β1 integrin signaling in endothelial cells, reduced pericyte-endothelial cell interaction in Mac-NG2ko mice is due to a 90% reduction in NG2-dependent macrophage recruitment to tumors. The absence of a macrophage-derived signal(s) in Mac-NG2ko mice results in the loss of pericyte ability to associate with endothelial cells, possibly due to reduced expression of N-cadherin by both pericytes and endothelial cells.
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Affiliation(s)
- Fusanori Yotsumoto
- Sanford-Burnham Medical Research Institute; Cancer Center ; La Jolla, CA USA ; Department of Biochemistry; Faculty of Medicine ; Fukuoka University , Fukuoka, Japan
| | - Weon-Kyoo You
- Sanford-Burnham Medical Research Institute; Cancer Center ; La Jolla, CA USA ; Biologics Business; Research and Development Center ; Hanwha Chemical ; Daejeon, South Korea
| | - Pilar Cejudo-Martin
- Sanford-Burnham Medical Research Institute; Cancer Center ; La Jolla, CA USA
| | - Karolina Kucharova
- Sanford-Burnham Medical Research Institute; Cancer Center ; La Jolla, CA USA
| | - Kenji Sakimura
- Department of Cellular Neurobiology; Brain Research Institute ; Niigata University , Niigata, Japan
| | - William B Stallcup
- Sanford-Burnham Medical Research Institute; Cancer Center ; La Jolla, CA USA
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Huang FJ, You WK, Bonaldo P, Seyfried TN, Pasquale EB, Stallcup WB. Pericyte deficiencies lead to aberrant tumor vascularizaton in the brain of the NG2 null mouse. Dev Biol 2010; 344:1035-46. [PMID: 20599895 DOI: 10.1016/j.ydbio.2010.06.023] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2010] [Revised: 06/16/2010] [Accepted: 06/21/2010] [Indexed: 01/12/2023]
Abstract
Tightly regulated crosstalk between endothelial cells and pericytes is required for formation and maintenance of functional blood vessels. When the NG2 proteoglycan is absent from pericyte surfaces, vascularization of syngeneic tumors growing in the C57Bl/6 mouse brain is aberrant in several respects, resulting in retardation of tumor progression. In the NG2 null mouse brain, pericyte investment of the tumor vascular endothelium is reduced, causing deficiencies in both pericyte and endothelial cell maturation, as well as reduced basal lamina assembly. While part of this deficit may be due to the previously-identified role of NG2 in beta1 integrin-dependent periyte/endothelial cell crosstalk, the ablation of NG2 also appears responsible for loss of collagen VI anchorage, in turn leading to reduced collagen IV deposition. Poor functionality of tumor vessels in NG2 null brain is reflected by reduced vessel patency and increased vessel leakiness, resulting in large increases in tumor hypoxia. These findings demonstrate the importance of NG2-dependent pericyte/endothelial cell interaction in the development and maturation of tumor blood vessels, identifying NG2 as a potential target for anti-angiogenic cancer therapy.
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Affiliation(s)
- Feng-Ju Huang
- Sanford-Burnham Medical Research Institute, Cancer Center, La Jolla, CA 92037, USA
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