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1.
Cancer Res ; 70(15): 6128-38, 2010 Aug 01.
Article in English | MEDLINE | ID: mdl-20631065

ABSTRACT

The clinical practice of oncology is being transformed by molecular diagnostics that will enable predictive and personalized medicine. Current technologies for quantitation of the cancer proteome are either qualitative (e.g., immunohistochemistry) or require large sample sizes (e.g., flow cytometry). Here, we report a microfluidic platform-microfluidic image cytometry (MIC)-capable of quantitative, single-cell proteomic analysis of multiple signaling molecules using only 1,000 to 2,800 cells. Using cultured cell lines, we show simultaneous measurement of four critical signaling proteins (EGFR, PTEN, phospho-Akt, and phospho-S6) within the oncogenic phosphoinositide 3-kinase (PI3K)/Akt/mammalian target of rapamycin (mTOR) signaling pathway. To show the clinical application of the MIC platform to solid tumors, we analyzed a panel of 19 human brain tumor biopsies, including glioblastomas. Our MIC measurements were validated by clinical immunohistochemistry and confirmed the striking intertumoral and intratumoral heterogeneity characteristic of glioblastoma. To interpret the multiparameter, single-cell MIC measurements, we adapted bioinformatic methods including self-organizing maps that stratify patients into clusters that predict tumor progression and patient survival. Together with bioinformatic analysis, the MIC platform represents a robust, enabling in vitro molecular diagnostic technology for systems pathology analysis and personalized medicine.


Subject(s)
Brain Neoplasms/pathology , Glioblastoma/pathology , Microfluidic Analytical Techniques/methods , Brain Neoplasms/metabolism , Cell Line, Tumor , ErbB Receptors/metabolism , Glioblastoma/metabolism , Humans , Immunohistochemistry , Intracellular Signaling Peptides and Proteins/metabolism , Microfluidic Analytical Techniques/instrumentation , PTEN Phosphohydrolase/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Phosphorylation , Protein Serine-Threonine Kinases/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Reproducibility of Results , Ribosomal Protein S6 Kinases/metabolism , Signal Transduction , TOR Serine-Threonine Kinases
2.
Stem Cells ; 27(4): 980-7, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19353526

ABSTRACT

Renewable neurosphere formation in culture is a defining characteristic of certain brain tumor initiating cells. This retrospective study was designed to assess the relationship among neurosphere formation in cultured human glioma, tumorigenic capacity, and patient clinical outcome. Tumor samples were cultured in neurosphere conditions from 32 patients with glioma, including a subpopulation of 15 patients with primary glioblastoma. A subsample of renewable neurosphere cultures was xenografted into mouse brain to determine if they were tumorigenic. Our study shows that both renewable neurosphere formation and tumorigenic capacity are significantly associated with clinical outcome measures. Renewable neurosphere formation in cultured human glioma significantly predicted an increased hazard of patient death and more rapid tumor progression. These results pertained to both the full population of glioma and the subpopulation of primary glioblastoma. Similarly, there was a significant hazard of progression for patients whose glioma had tumorigenic capacity. Multivariate analysis demonstrated that neurosphere formation remained a significant predictor of clinical outcome independent of Ki67 proliferation index. In addition, multivariate analysis of neurosphere formation, tumor grade and patient age, demonstrated that neurosphere formation was a robust, independent predictor of glioma tumor progression. Although the lengthy duration of this assay may preclude direct clinical application, these results exemplify how neurosphere culture serves as a clinically relevant model for the study of malignant glioma. Furthermore, this study suggests that the ability to propagate brain tumor stem cells in vitro is associated with clinical outcome.


Subject(s)
Brain Neoplasms/mortality , Brain Neoplasms/pathology , Glioma/mortality , Glioma/pathology , Neoplastic Stem Cells/cytology , Tumor Cells, Cultured/cytology , Adolescent , Adult , Aged , Animals , Child , Female , Humans , Kaplan-Meier Estimate , Male , Mice , Mice, SCID , Middle Aged , Prognosis , Retrospective Studies , Treatment Outcome
3.
Invest Ophthalmol Vis Sci ; 48(1): 446-54, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17197566

ABSTRACT

PURPOSE: To characterize the potential of newborn retinal stem cells (RSCs) isolated from the radial glia population to integrate the retina, this study was conducted to investigate the fate of in vitro expanded RSCs transplanted into retinas devoid of photoreceptors (adult rd1 and old VPP mice and rhodopsin-mutated transgenic mice) or partially degenerated retina (adult VPP mice) retinas. METHODS: Populations of RSCs and progenitor cells were isolated either from DBA2J newborn mice and labeled with the red lipophilic fluorescent dye (PKH26) or from GFP (green fluorescent protein) transgenic mice. After expansion in EGF+FGF2 (epidermal growth factor+fibroblast growth factor), cells were transplanted intravitreally or subretinally into the eyes of adult wild-type, transgenic mice undergoing slow (VPP strain) or rapid (rd1 strain) retinal degeneration. RESULTS: Only limited migration and differentiation of the cells were observed in normal mice injected subretinally or in VPP and rd1 mice injected intravitreally. After subretinal injection in old VPP mice, transplanted cells massively migrated into the ganglion cell layer and, at 1 and 4 weeks after injection, harbored neuronal and glial markers expressed locally, such as beta-tubulin-III, NeuN, Brn3b, or glial fibrillary acidic protein (GFAP), with a marked preference for the glial phenotype. In adult VPP retinas, the grafted cells behaved similarly. Few grafted cells stayed in the degenerating outer nuclear layer (ONL). These cells were, in rare cases, positive for rhodopsin or recoverin, markers specific for photoreceptors and some bipolar cells. CONCLUSIONS: These results show that the grafted cells preferentially integrate into the GCL and IPL and express ganglion cell or glial markers, thus exhibiting migratory and differentiation preferences when injected subretinally. It also appears that the retina, whether partially degenerated or already degenerated, does not provide signals to induce massive differentiation of RSCs into photoreceptors. This observation suggests that a predifferentiation of RSCs into photoreceptors before transplantation may be necessary to obtain graft integration in the ONL.


Subject(s)
Disease Models, Animal , Neuroglia/cytology , Retina/cytology , Retinal Ganglion Cells/cytology , Retinitis Pigmentosa/surgery , Stem Cell Transplantation , Stem Cells/physiology , Animals , Animals, Newborn , Biomarkers/metabolism , Cell Differentiation/physiology , Cell Movement/physiology , Cell Survival , Fluorescent Dyes , Mice , Mice, Inbred C57BL , Mice, Inbred DBA , Mice, Mutant Strains , Mice, Transgenic , Microscopy, Fluorescence , Nerve Tissue Proteins/metabolism , Neuroglia/metabolism , Phenotype , Retinal Ganglion Cells/metabolism , Retinitis Pigmentosa/metabolism , Retinitis Pigmentosa/pathology
4.
Stem Cells ; 24(9): 2060-70, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16644923

ABSTRACT

The purpose of the present work was to generate, from retinal stem cells (RSCs), a large number of cells committed toward the photoreceptor fate in order to provide an unlimited cell source for neurogenesis and transplantation studies. We expanded RSCs (at least 34 passages) sharing characteristics of radial glial cells and primed the cells in vitro with fibroblast growth factor (FGF)-2 for 5 days, after which cells were treated with the B27 supplement to induce cell differentiation and maturation. Upon differentiation, cells expressed cell type-specific markers corresponding to neurons and glia. We show by immunocytochemistry analysis that a subpopulation of differentiated cells was committed to the photoreceptor lineage given that these cells expressed the photoreceptor proteins recoverin, peripherin, and rhodopsin in a same ratio. Furthermore, cells infected during the differentiation procedure with a lentiviral vector expressing green fluorescent protein (GFP) under the control of either the rhodopsin promoter or the interphotoreceptor retinoid-binding protein (IRBP) promoter, expressed GFP. FGF-2 priming increased neuronal differentiation while decreasing glia generation. Reverse transcription-polymerase chain reaction analyses revealed that the differentiated cells expressed photoreceptor-specific genes such as Crx, rhodopsin, peripherin, IRBP, and phosphodiesterase-alpha. Quantification of the differentiated cells showed a robust differentiation into the photoreceptor lineage: Approximately 25%-35% of the total cells harbored photoreceptor markers. The generation of a significant number of nondifferentiated RSCs as well as differentiated photoreceptors will enable researchers to determine via transplantation studies which cells are the most adequate to integrate a degenerating retina.


Subject(s)
Cell Differentiation , Cell Lineage , Photoreceptor Cells/cytology , Retina/cytology , Stem Cells/cytology , Animals , Biomarkers/metabolism , Cell Count , Cell Proliferation , Gene Expression Regulation , Intermediate Filament Proteins/metabolism , Mice , Nerve Tissue Proteins/metabolism , Nestin , Neuroglia/cytology , Neurons/cytology , RNA, Messenger/genetics , RNA, Messenger/metabolism
5.
Stem Cells ; 24(3): 696-706, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16179425

ABSTRACT

Stem cells are a tool for in vitro elucidation of the putative role of factors on cell fate. Herein we analyze the role of epidermal growth factor (EGF) on progeny derived from retinal stem cells (RSCs). We isolated cells from neuroretinas of neonate mice. All the proliferating cells harbored the radial glia marker RC2, expressed transcription factors usually found in radial glia (Mash1, Pax6), and met the criteria of stem cells: high capacity of expansion, maintenance of an undifferentiated state, and multipotency demonstrated by clonal analysis. We analyzed the differentiation 7 days after transfer of the cells in different culture media. In absence of serum, EGF led to the expression of the neuronal marker beta-tubulin-III and acquisition of neuronal morphology in 15% of the cells. Analysis of cell proliferation by bromodeoxyuridine incorporation revealed that EGF mainly induced the formation of neurons without stimulating cell cycle progression. Moreover, a pulse of 2-hour EGF stimulation was sufficient to induce neuronal differentiation. Some neurons were committed to the retinal ganglion cell (RGC) phenotype, as revealed by the expression of retinal ganglion markers (Ath5, Brn3b, and melanopsin) and in a few cases to other retinal phenotypes (photoreceptors [PRs] and bipolar cells). We confirmed that the late RSCs were not restricted over time and that they conserved their multipotency by generating retinal phenotypes that usually appear at early (RGC) or late (PRs) developmental stages. Our results show that EGF is not only a factor controlling glial development, as previously shown, but also a potent differentiation factor for retinal neurons, at least in vitro.


Subject(s)
Cell Differentiation/drug effects , Epidermal Growth Factor/pharmacology , Gene Expression Regulation/drug effects , Retinal Ganglion Cells/physiology , Stem Cells/physiology , Animals , Animals, Newborn , Antigens, Differentiation/biosynthesis , Cell Differentiation/physiology , Cells, Cultured , Epidermal Growth Factor/metabolism , Gene Expression Regulation/physiology , Humans , Mice , Neuroglia/cytology , Neuroglia/physiology , Retinal Ganglion Cells/cytology , Stem Cells/cytology
7.
Proc Natl Acad Sci U S A ; 101(44): 15772-7, 2004 Nov 02.
Article in English | MEDLINE | ID: mdl-15505221

ABSTRACT

This study identifies and characterizes retinal stem cells (RSCs) in early postnatal to seventh-decade human eyes. Different subregions of human eyes were dissociated and cultured by using a clonal sphere-forming assay. The stem cells were derived only from the pars plicata and pars plana of the retinal ciliary margin, at a frequency of approximately 1:500. To test for long-term self-renewal, both the sphere assay and monolayer passaging were used. By using the single sphere passaging assay, primary spheres were dissociated and replated, and individual spheres demonstrated 100% self-renewal, with single spheres giving rise to one or more new spheres in each subsequent passage. The clonal retinal spheres were plated under differentiation conditions to assay the differentiation potential of their progeny. The spheres were produced all of the different retinal cell types, demonstrating multipotentiality. Therefore, the human eye contains a small population of cells (approximately equal to 10,000 cells per eye) that have retinal stem-cell characteristics (proliferation, self-renewal, and multipotentiality). To test the in vivo potential of the stem cells and their progeny, we transplanted dissociated human retinal sphere cells, containing both stem cells and progenitors, into the eyes of postnatal day 1 NOD/SCID mice and embryonic chick eyes. The progeny of the RSCs were able to survive, migrate, integrate, and differentiate into the neural retina, especially as photoreceptors. Their facile isolation, integration, and differentiation suggest that human RSCs eventually may be valuable in treating human retinal diseases.


Subject(s)
Multipotent Stem Cells/cytology , Retina/chemistry , Adolescent , Adult , Aged , Animals , Cell Differentiation , Cell Separation/methods , Chick Embryo , Child , Child, Preschool , Humans , In Vitro Techniques , Infant , Infant, Newborn , Mice , Mice, Inbred NOD , Mice, SCID , Middle Aged , Multipotent Stem Cells/transplantation , Stem Cell Transplantation
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