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Galdieri L, Jash A, Malkova O, Mao DD, DeSouza P, Chu YE, Salter A, Campian JL, Naegle KM, Brennan CW, Wakimoto H, Oh ST, Kim AH, Chheda MG. Defining phenotypic and functional heterogeneity of glioblastoma stem cells by mass cytometry. JCI Insight 2021; 6:128456. [PMID: 33400685 PMCID: PMC7934942 DOI: 10.1172/jci.insight.128456] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Accepted: 12/29/2020] [Indexed: 01/09/2023] Open
Abstract
Most patients with glioblastoma (GBM) die within 2 years. A major therapeutic goal is to target GBM stem cells (GSCs), a subpopulation of cells that contribute to treatment resistance and recurrence. Since their discovery in 2003, GSCs have been isolated using single-surface markers, such as CD15, CD44, CD133, and α6 integrin. It remains unknown how these single-surface marker-defined GSC populations compare with each other in terms of signaling and function and whether expression of different combinations of these markers is associated with different functional capacity. Using mass cytometry and fresh operating room specimens, we found 15 distinct GSC subpopulations in patients, and they differed in their MEK/ERK, WNT, and AKT pathway activation status. Once in culture, some subpopulations were lost and previously undetectable ones materialized. GSCs that highly expressed all 4 surface markers had the greatest self-renewal capacity, WNT inhibitor sensitivity, and in vivo tumorigenicity. This work highlights the potential signaling and phenotypic diversity of GSCs. Larger patient sample sizes and antibody panels are required to confirm these findings.
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Affiliation(s)
| | | | - Olga Malkova
- Center for Human Immunology and Immunotherapy Programs, and
| | - Diane D Mao
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | | | - Yunli E Chu
- Biomedical Engineering and Center for Biological Systems Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Amber Salter
- Division of Biostatistics, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Jian L Campian
- Department of Medicine.,Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Kristen M Naegle
- Biomedical Engineering and Center for Biological Systems Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Cameron W Brennan
- Department of Neurosurgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Hiroaki Wakimoto
- Brain Tumor Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Stephen T Oh
- Center for Human Immunology and Immunotherapy Programs, and.,Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Albert H Kim
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, Missouri, USA.,Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Milan G Chheda
- Department of Medicine.,Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA.,Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
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Shirure VS, Lam SF, Shergill B, Chu YE, Ng NR, George SC. Quantitative design strategies for fine control of oxygen in microfluidic systems. Lab Chip 2020; 20:3036-3050. [PMID: 32716448 DOI: 10.1039/d0lc00350f] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Hypoxia, or low oxygen (O2) tension, is a central feature of important disease processes including wound healing and cancer. Subtle temporal and spatial variations (≤1% change) in the concentration of O2 can profoundly impact gene expression and cellular functions. Sodium sulfite reacts rapidly with O2 and can be used to lower the O2 concentrations in PDMS-based tissue culture systems without exposing the cell culture to the chemical reaction. By carefully considering the mass transfer and reaction kinetics of sodium sulfite and O2, we developed a flexible theoretical framework to design an experimental microfluidic system that provides fine spatial and temporal control of O2 tension. The framework packages the dimensions, fluid flow, reaction rates, concentrations, and material properties of the fluidic lines and device into dimensionless groups that facilitate scaling and design. We validated the theoretical results by experimentally measuring O2 tension throughout the experimental system using phosphorescence lifetime imaging. We then tested the system by examining the impact of hypoxia inducible factor-1α (HIF-1α) on the proliferation and migration of MDA-MB-231 breast cancer cells. Using this system, we demonstrate that mild constant hypoxia (≤4%) induces HIF-1α mediated functional changes in the tumor cells. Furthermore, slow (>12 hours), but not rapid (<1 hour), fluctuations in O2 tension impact HIF-1α mediated proliferation and migration. Our results provide a generalized framework for fine temporal and spatial control of O2 and emphasize the need to consider mild spatial and temporal changes in O2 tension as potentially important factors in disease processes such as cancer.
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Affiliation(s)
- Venktesh S Shirure
- Department of Biomedical Engineering, University of California Davis, CA, USA.
| | - Sandra F Lam
- Department of Biomedical Engineering, Washington University in St. Louis, MO, USA
| | - Bhupinder Shergill
- Department of Biomedical Engineering, University of California Davis, CA, USA.
| | - Yunli E Chu
- Department of Biomedical Engineering, Washington University in St. Louis, MO, USA
| | - Natalie R Ng
- Department of Biomedical Engineering, Washington University in St. Louis, MO, USA
| | - Steven C George
- Department of Biomedical Engineering, University of California Davis, CA, USA.
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Lam SF, Shirure VS, Chu YE, Soetikno AG, George SC. Microfluidic device to attain high spatial and temporal control of oxygen. PLoS One 2018; 13:e0209574. [PMID: 30571786 PMCID: PMC6301786 DOI: 10.1371/journal.pone.0209574] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Accepted: 12/07/2018] [Indexed: 12/16/2022] Open
Abstract
Microfluidic devices have been successfully used to recreate in vitro biological microenvironments, including disease states. However, one constant issue for replicating microenvironments is that atmospheric oxygen concentration (21% O2) does not mimic physiological values (often around 5% O2). We have created a microfluidic device that can control both the spatial and temporal variations in oxygen tensions that are characteristic of in vivo biology. Additionally, since the microcirculation is responsive to hypoxia, we used a 3D sprouting angiogenesis assay to confirm the biological relevance of the microfluidic platform. Our device consists of three parallel connected tissue chambers and an oxygen scavenger channel placed adjacent to these tissue chambers. Experimentally measured oxygen maps were constructed using phosphorescent lifetime imaging microscopy and compared with values from a computational model. The central chamber was loaded with endothelial and fibroblast cells to form a 3D vascular network. Four to six days later, fibroblasts were loaded into the side chambers, and a day later the oxygen scavenger (sodium sulfite) was flowed through the adjacent channel to induce a spatial and temporal oxygen gradient. Our results demonstrate that both constant chronic and intermittent hypoxia can bias vessel growth, with constant chronic hypoxia showing higher degrees of biased angiogenesis. Our simple design provides consistent control of spatial and temporal oxygen gradients in the tissue microenvironment and can be used to investigate important oxygen-dependent biological processes in conditions such as cancer and ischemic heart disease.
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Affiliation(s)
- Sandra F. Lam
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri, United States of America
| | - Venktesh S. Shirure
- Department of Biomedical Engineering, University of California Davis, Davis, California, United States of America
| | - Yunli E. Chu
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri, United States of America
| | - Alan G. Soetikno
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri, United States of America
| | - Steven C. George
- Department of Biomedical Engineering, University of California Davis, Davis, California, United States of America
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Abstract
Weakness of F(1) plants is frequently found in hybrids between strains of Oryza breviligulata (wild) and O. glaberrima (cultivated rice) endemic to West Africa. A set of two complementary dominant weakness genes, W(1) and W(2), was found to control the observed F(1) weakness. Many breviligulata strains had W(1), while most of the glaberrima and semi-wild strains had W(2) or were free of both. In the weak F(1) plants, tissue differentiation in adventitious roots seemed to be disturbed. Modifier genes affecting the expression of the weakness genes appear to be present also.
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Affiliation(s)
- Y E Chu
- Institute of Botany, Academia Sinica, Nankang, Taipei, Taiwan
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Cress DE, Jackson PJ, Kadouri A, Chu YE, Lark KG. DNA replication in soybean protoplasts and suspension-cultured cells: Comparison of exponential and fluorodeoxyuridine synchronized cultures. Planta 1978; 143:241-253. [PMID: 24408461 DOI: 10.1007/bf00391994] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/1978] [Accepted: 07/24/1978] [Indexed: 06/03/2023]
Abstract
Cell-suspension cultures of soybean (Glycine max (L.) Merr., line SB-1) have been used to study DNA replication. Cells or protoplasts incorporate either radioactive thymidine or 5-bromodeoxyuridine (BUdR) into DNA. The DNA has been extracted as large molecules which can be visualized by autoradiography. Nuclei were isolated and lysed on slides thus avoiding degradation of DNA by a cytoplasmic endonuclease. The autoradiograms demonstrated that DNA synthesis occurs at several sites tandemly arranged on single DNA molecules separated by center to center distances ranging from 10 to 30 μm. Velocity sedimentations through alkaline gradients confirm the lengths of the replicated regions seen in autoradiograms. By using velocity sedimentation it also has been possible to demonstrate that replication proceeds by the synthesis of very small (4-6S) DNA intermediates which join to form the larger, replicon-size pieces seen in autoradiograms. Both small (4-6S) and large (20-30S) intermediates are observed in synchronized and exponential cultures. However, after synchronization with fluorodeoxyuridine (FUdR) the rate of DNA synthesis is reduced. Since the size of intermediates is not reduced by FUdR treatment, it is concluded that the slower rate of replication results from a reduction in the number of tandem replication units but not in the rate at which they are elongated. After FUdR treatment, the density analogue of thymidine, BUdR, can be substituted for almost all of the thymidine residue in DNA, resulting in a buoyant density increase (in CsCl) from 1.694 to 1.747 g/cm(3). Using this density analogue it is possible to estimate the amount of template DNA attached to new replication sites. When this is done, it can be shown that synchronized cells initiate replication at about 5,000 different sites at the beginning of S. (Each such site will replicate to an average length of 20 μm.) Use of BUdR also substantiates that at early stages of replication, very small replicated regions (<8S) exist which are separated by unreplicated segments of DNA which replicate at a later time. Most of these conclusions agree with the pattern of DNA replication established for animal cells. However, a major difference appears to be that after prolonged inhibition of soybean cell replication with FUdR, very small, as well as replicon-size intermediates accumulate when replication is restored. This indicates that regulation of replication in these cells may be different from animal cells.
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Affiliation(s)
- D E Cress
- Department of Biology, University of Utah, 84112, Salt Lake City, UT, USA
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Chu YE, Lark KG. Cell-cycle parameters of soybean (Glycine max L.) cells growing in suspension culture: Suitability of the system for genetic studies. Planta 1976; 132:259-268. [PMID: 24425089 DOI: 10.1007/bf00399725] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/1976] [Accepted: 06/25/1976] [Indexed: 06/03/2023]
Abstract
Suspension cultures of Glycine max (L.) Merr. were grown at 22 and 33°. The doubling times of dividing cells were 35 and 25 h, respectively. G2 was 6.2 and 6.7 h, and S was 13.8 and 6.5 h. G1 was calculated as 13 and 10 h, respectively. These values were determined by labeling cells with (3)H thymidine and measuring the appearance of radioactive mitotic figures. Treatment with 5-fluorodeoxyuridine (FudR) inhibited DNA synthesis and, as a result, cells accumulated in S. Such cells were viable and, upon removal of the FudR, proceeded synchronously into mitosis. Treatment with 5-bromodeoxyuridine, following FudR synchronization, sensitized the cells to white light. Thus cells capable of synthesizing DNA could be killed. 20-30% of the cells in suspension cultures growing at 22 or 33° were not able to synthesize DNA. Nevertheless, these non-dividing (Q) cells were able to synthesize RNA and protein at a reduced rate. The proteins synthesized appear to be a particular subset of the proteins made by normal cells. The results are analyzed in relation to the use of this suspension cell culture system for isolating conditional lethal mutants of plant cells.
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Affiliation(s)
- Y E Chu
- Department of Biology, University of Utah, 84112, Salt Lake City, UT, USA
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