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Wear HM, Eriksson A, Yao HHC, Watanabe KH. Cell-based computational model of early ovarian development in mice. Biol Reprod 2018; 97:365-377. [PMID: 29088396 DOI: 10.1093/biolre/iox089] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Accepted: 08/09/2017] [Indexed: 11/13/2022] Open
Abstract
Despite its importance to reproduction, certain mechanisms of early ovarian development remain a mystery. To improve our understanding, we constructed the first cell-based computational model of ovarian development in mice that is divided into two phases: Phase I spans embryonic day 5.5 (E5.5) to E12.5; and Phase II spans E12.5 to postnatal day 2. We used the model to investigate four mechanisms: in Phase I, (i) whether primordial germ cells (PGCs) undergo mitosis during migration; and (ii) if the mechanism for secretion of KIT ligand from the hindgut resembles inductive cell-cell signaling or is secreted in a static manner; and in Phase II, (iii) that changes in cellular adhesion produce germ cell nest breakdown; and (iv) whether localization of primordial follicles in the cortex of the ovary is due to proliferation of granulosa cells. We found that the combination of the first three hypotheses produced results that aligned with experimental images and PGC abundance data. Results from the fourth hypothesis did not match experimental images, which suggests that more detailed processes are involved in follicle localization. Phase I and Phase II of the model reproduce experimentally observed cell counts and morphology well. A sensitivity analysis identified contact energies, mitotic rates, KIT chemotaxis strength, and diffusion rate in Phase I and oocyte death rate in Phase II as parameters with the greatest impact on model predictions. The results demonstrate that the computational model can be used to understand unknown mechanisms, generate new hypotheses, and serve as an educational tool.
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Affiliation(s)
- Hannah M Wear
- Institute of Environmental Health, Oregon Health & Science University, Portland, OR, USA
| | - Annika Eriksson
- Division of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University Portland, OR, USA
| | - Humphrey Hung-Chang Yao
- Reproductive Developmental Biology Group, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA
| | - Karen H Watanabe
- Institute of Environmental Health, Oregon Health & Science University, Portland, OR, USA.,School of Public Health, Oregon Health & Science University, Portland, OR, USA
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Boyer HG, Wils J, Renouf S, Arabo A, Duparc C, Boutelet I, Lefebvre H, Louiset E. Dysregulation of Aldosterone Secretion in Mast Cell–Deficient Mice. Hypertension 2017; 70:1256-1263. [DOI: 10.1161/hypertensionaha.117.09746] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Revised: 06/08/2017] [Accepted: 09/20/2017] [Indexed: 02/06/2023]
Affiliation(s)
- Hadrien-Gaël Boyer
- From the Normandie Université, UNIROUEN, INSERM U1239, Rouen, France (H.-G.B., J.W., S.R., C.D., I.B., H.L., E.L.); Department of Pharmacology, Institute for Biomedical Research, Rouen University Hospital, France (J.W.); Normandie Université, UNIROUEN, Rouen, France (A.A.); and Department of Endocrinology, Diabetes, and Metabolic Diseases, Institute for Research and Innovation in Biomedicine, University Hospital of Rouen, France (H.L.)
| | - Julien Wils
- From the Normandie Université, UNIROUEN, INSERM U1239, Rouen, France (H.-G.B., J.W., S.R., C.D., I.B., H.L., E.L.); Department of Pharmacology, Institute for Biomedical Research, Rouen University Hospital, France (J.W.); Normandie Université, UNIROUEN, Rouen, France (A.A.); and Department of Endocrinology, Diabetes, and Metabolic Diseases, Institute for Research and Innovation in Biomedicine, University Hospital of Rouen, France (H.L.)
| | - Sylvie Renouf
- From the Normandie Université, UNIROUEN, INSERM U1239, Rouen, France (H.-G.B., J.W., S.R., C.D., I.B., H.L., E.L.); Department of Pharmacology, Institute for Biomedical Research, Rouen University Hospital, France (J.W.); Normandie Université, UNIROUEN, Rouen, France (A.A.); and Department of Endocrinology, Diabetes, and Metabolic Diseases, Institute for Research and Innovation in Biomedicine, University Hospital of Rouen, France (H.L.)
| | - Arnaud Arabo
- From the Normandie Université, UNIROUEN, INSERM U1239, Rouen, France (H.-G.B., J.W., S.R., C.D., I.B., H.L., E.L.); Department of Pharmacology, Institute for Biomedical Research, Rouen University Hospital, France (J.W.); Normandie Université, UNIROUEN, Rouen, France (A.A.); and Department of Endocrinology, Diabetes, and Metabolic Diseases, Institute for Research and Innovation in Biomedicine, University Hospital of Rouen, France (H.L.)
| | - Céline Duparc
- From the Normandie Université, UNIROUEN, INSERM U1239, Rouen, France (H.-G.B., J.W., S.R., C.D., I.B., H.L., E.L.); Department of Pharmacology, Institute for Biomedical Research, Rouen University Hospital, France (J.W.); Normandie Université, UNIROUEN, Rouen, France (A.A.); and Department of Endocrinology, Diabetes, and Metabolic Diseases, Institute for Research and Innovation in Biomedicine, University Hospital of Rouen, France (H.L.)
| | - Isabelle Boutelet
- From the Normandie Université, UNIROUEN, INSERM U1239, Rouen, France (H.-G.B., J.W., S.R., C.D., I.B., H.L., E.L.); Department of Pharmacology, Institute for Biomedical Research, Rouen University Hospital, France (J.W.); Normandie Université, UNIROUEN, Rouen, France (A.A.); and Department of Endocrinology, Diabetes, and Metabolic Diseases, Institute for Research and Innovation in Biomedicine, University Hospital of Rouen, France (H.L.)
| | - Hervé Lefebvre
- From the Normandie Université, UNIROUEN, INSERM U1239, Rouen, France (H.-G.B., J.W., S.R., C.D., I.B., H.L., E.L.); Department of Pharmacology, Institute for Biomedical Research, Rouen University Hospital, France (J.W.); Normandie Université, UNIROUEN, Rouen, France (A.A.); and Department of Endocrinology, Diabetes, and Metabolic Diseases, Institute for Research and Innovation in Biomedicine, University Hospital of Rouen, France (H.L.)
| | - Estelle Louiset
- From the Normandie Université, UNIROUEN, INSERM U1239, Rouen, France (H.-G.B., J.W., S.R., C.D., I.B., H.L., E.L.); Department of Pharmacology, Institute for Biomedical Research, Rouen University Hospital, France (J.W.); Normandie Université, UNIROUEN, Rouen, France (A.A.); and Department of Endocrinology, Diabetes, and Metabolic Diseases, Institute for Research and Innovation in Biomedicine, University Hospital of Rouen, France (H.L.)
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Ferreira MM, Dewi RE, Heilshorn SC. Microfluidic analysis of extracellular matrix-bFGF crosstalk on primary human myoblast chemoproliferation, chemokinesis, and chemotaxis. Integr Biol (Camb) 2015; 7:569-79. [PMID: 25909157 PMCID: PMC4528978 DOI: 10.1039/c5ib00060b] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Exposing myoblasts to basic fibroblast growth factor (bFGF), which is released after muscle injury, results in receptor phosphorylation, faster migration, and increased proliferation. These effects occur on time scales that extend across three orders of magnitude (10(0)-10(3) minutes). Finite element modeling of Transwell assays, which are traditionally used to assess chemotaxis, revealed that the bFGF gradient formed across the membrane pore is short-lived and diminishes 45% within the first minute. Thus, to evaluate bFGF-induced migration over 10(2) minutes, we employed a microfluidic assay capable of producing a stable, linear concentration gradient to perform single-cell analyses of chemokinesis and chemotaxis. We hypothesized that the composition of the underlying extracellular matrix (ECM) may affect the behavioral response of myoblasts to soluble bFGF, as previous work with other cell types has suggested crosstalk between integrin and fibroblast growth factor (FGF) receptors. Consistent with this notion, we found that bFGF significantly reduced the doubling time of myoblasts cultured on laminin but not fibronectin or collagen. Laminin also promoted significantly faster migration speeds (13.4 μm h(-1)) than either fibronectin (10.6 μm h(-1)) or collagen (7.6 μm h(-1)) without bFGF stimulation. Chemokinesis driven by bFGF further increased migration speed in a strictly additive manner, resulting in an average increase of 2.3 μm h(-1) across all ECMs tested. We observed relatively mild chemoattraction (∼67% of myoblast population) in response to bFGF gradients of 3.2 ng mL(-1) mm(-1) regardless of ECM identity. Thus, while ECM-bFGF crosstalk did impact chemoproliferation, it did not have a significant effect on chemokinesis or chemotaxis. These data suggest that the main physiological effect of bFGF on myoblast migration is chemokinesis and that changes in the surrounding ECM, resulting from aging and/or disease may impact muscle regeneration by altering myoblast migration and proliferation.
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Affiliation(s)
| | - Ruby E. Dewi
- Department of Materials Science and Engineering, Stanford University
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Shamloo A, Heibatollahi M, Mofrad MRK. Directional migration and differentiation of neural stem cells within three-dimensional microenvironments. Integr Biol (Camb) 2015; 7:335-44. [PMID: 25633746 DOI: 10.1039/c4ib00144c] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Harnessing neural stem cells to repair neuronal damage is a promising potential treatment for neuronal diseases. To enable future therapeutic efficacy, the survival, proliferation, migration and differentiation of neural stem/progenitor cells (NPCs) should be accurately studied and optimized in in vitro platforms before transplanting these cells into the body for treatment purposes. Such studies can determine the appropriate quantities of the biochemical and biomechanical factors needed to control and optimize NPC behavior in vivo. In this study, NPCs were cultured within a microfluidic device while being encapsulated within the collagen matrix. The migration and differentiation of NPCs were studied in response to varying concentrations of nerve growth factor (NGF) and within varying densities of collagen matrices. It was shown that the migration and differentiation of NPCs can be significantly improved by providing the appropriate range of NGF concentrations while encapsulating the cells within the collagen matrix of optimal density. In particular, it was observed that within collagen matrices of intermediate density (0.9 mg ml(-1)), NPCs have a higher ability to migrate farther and in a collective manner while their differentiation into neurons is significantly higher and the cells can form protrusions and connections with their neighboring cells. Within collagen matrices with higher densities (1.8 mg ml(-1)), the cells did not migrate significantly as compared to the ones within lower matrix densities; within the matrices with lower collagen densities (0.45 mg ml(-1)) most of the cells migrated in an individual manner. However, no significant differentiation into neurons was observed for these two cases. It was also found that depending on the collagen matrix density, a minimum concentration of NGF caused a collective migration of NPCs, and a minimum concentration gradient of this factor stimulated the directional navigation of the cells. The results of this study can be implemented in designing platforms appropriate for regeneration of damaged neuronal systems.
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Affiliation(s)
- Amir Shamloo
- Molecular Cell Biomechanics Laboratory, Departments of Bioengineering and Mechanical Engineering, University of California, Berkeley, CA 94720, USA.
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Bergot AS, Ford N, Leggatt GR, Wells JW, Frazer IH, Grimbaldeston MA. HPV16-E7 expression in squamous epithelium creates a local immune suppressive environment via CCL2- and CCL5- mediated recruitment of mast cells. PLoS Pathog 2014; 10:e1004466. [PMID: 25340820 PMCID: PMC4207828 DOI: 10.1371/journal.ppat.1004466] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Accepted: 09/11/2014] [Indexed: 01/08/2023] Open
Abstract
Human Papillomavirus (HPV) 16 E7 protein promotes the transformation of HPV infected epithelium to malignancy. Here, we use a murine model in which the E7 protein of HPV16 is expressed as a transgene in epithelium to show that mast cells are recruited to the basal layer of E7-expressing epithelium, and that this recruitment is dependent on the epithelial hyperproliferation induced by E7 by inactivating Rb dependent cell cycle regulation. E7 induced epithelial hyperplasia is associated with increased epidermal secretion of CCL2 and CCL5 chemokines, which attract mast cells to the skin. Mast cells in E7 transgenic skin, in contrast to those in non-transgenic skin, exhibit degranulation. Notably, we found that resident mast cells in E7 transgenic skin cause local immune suppression as evidenced by tolerance of E7 transgenic skin grafts when mast cells are present compared to the rejection of mast cell-deficient E7 grafts in otherwise competent hosts. Thus, our findings suggest that mast cells, recruited towards CCL2 and CCL5 expressed by epithelium induced to proliferate by E7, may contribute to an immunosuppressive environment that enables the persistence of HPV E7 protein induced pre-cancerous lesions.
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Affiliation(s)
- Anne-Sophie Bergot
- The University of Queensland Diamantina Institute, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - Neill Ford
- The University of Queensland Diamantina Institute, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - Graham R. Leggatt
- The University of Queensland Diamantina Institute, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - James W. Wells
- The University of Queensland Diamantina Institute, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - Ian H. Frazer
- The University of Queensland Diamantina Institute, Princess Alexandra Hospital, Brisbane, Queensland, Australia
- * E-mail:
| | - Michele A. Grimbaldeston
- Division of Human Immunology, Centre for Cancer Biology, University of South Australia and SA Pathology, Adelaide, South Australia, Australia
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10
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Wang B, Jedlicka S, Cheng X. Maintenance and neuronal cell differentiation of neural stem cells C17.2 correlated to medium availability sets design criteria in microfluidic systems. PLoS One 2014; 9:e109815. [PMID: 25310508 PMCID: PMC4195690 DOI: 10.1371/journal.pone.0109815] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2014] [Accepted: 09/12/2014] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Neural stem cells (NSCs) play an important role in developing potential cell-based therapeutics for neurodegenerative disease. Microfluidics has proven a powerful tool in mechanistic studies of NSC differentiation. However, NSCs are prone to differentiate when the nutrients are limited, which occurs unfavorable by fast medium consumption in miniaturized culture environment. For mechanistic studies of NSCs in microfluidics, it is vital that neuronal cell differentiation is triggered by controlled factors only. Thus, we studied the correlation between available cell medium and spontaneous neuronal cell differentiation of C17.2 NSCs in standard culture medium, and proposed the necessary microfluidic design criteria to prevent undesirable cell phenotype changes. METHODOLOGY/PRINCIPAL FINDINGS A series of microchannels with specific geometric parameters were designed to provide different amount of medium to the cells over time. A medium factor (MF, defined as the volume of stem cell culture medium divided by total number of cells at seeding and number of hours between medium replacement) successfully correlated the amount of medium available to each cell averaged over time to neuronal cell differentiation. MF smaller than 8.3×10(4) µm3/cell⋅hour produced significant neuronal cell differentiation marked by cell morphological change and significantly more cells with positive β-tubulin-III and MAP2 staining than the control. When MF was equal or greater than 8.3×10(4) µm3/cell⋅hour, minimal spontaneous neuronal cell differentiation happened relative to the control. MF had minimal relation with the average neurite length. SIGNIFICANCE MFs can be controlled easily to maintain the stem cell status of C17.2 NSCs or to induce spontaneous neuronal cell differentiation in standard stem cell culture medium. This finding is useful in designing microfluidic culture platforms for controllable NSC maintenance and differentiation. This study also offers insight about consumption rate of serum molecules involved in maintaining the stemness of NSCs.
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Affiliation(s)
- Bu Wang
- Department of Materials Science and Engineering, Lehigh University, Bethlehem, Pennsylvania, United States of America
| | - Sabrina Jedlicka
- Department of Materials Science and Engineering, Lehigh University, Bethlehem, Pennsylvania, United States of America
- BioEngineering Program, Lehigh University, Bethlehem, Pennsylvania, United States of America
| | - Xuanhong Cheng
- Department of Materials Science and Engineering, Lehigh University, Bethlehem, Pennsylvania, United States of America
- BioEngineering Program, Lehigh University, Bethlehem, Pennsylvania, United States of America
- * E-mail:
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Chang CW, Cheng YJ, Tu M, Chen YH, Peng CC, Liao WH, Tung YC. A polydimethylsiloxane-polycarbonate hybrid microfluidic device capable of generating perpendicular chemical and oxygen gradients for cell culture studies. LAB ON A CHIP 2014; 14:3762-72. [PMID: 25096368 DOI: 10.1039/c4lc00732h] [Citation(s) in RCA: 86] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
This paper reports a polydimethylsiloxane-polycarbonate (PDMS-PC) hybrid microfluidic device capable of performing cell culture under combinations of chemical and oxygen gradients. The microfluidic device is constructed of two PDMS layers with microfluidic channel patterns separated by a thin PDMS membrane. The top layer contains an embedded PC film and a serpentine channel for a spatially confined oxygen scavenging chemical reaction to generate an oxygen gradient in the bottom layer for cell culture. Using the chemical reaction method, the device can be operated with a small amount of chemicals, without bulky gas cylinders and sophisticated flow control schemes. Furthermore, it can be directly used in conventional incubators with syringe pumps to simplify the system setup. The bottom layer contains arrangements of serpentine channels for chemical gradient generation and a cell culture chamber in the downstream. The generated chemical and oxygen gradients are experimentally characterized using a fluorescein solution and an oxygen-sensitive fluorescent dye, respectively. For demonstration, a 48 hour cell-based drug test and a cell migration assay using human lung adenocarcinoma epithelial cells (A549) are conducted under various combinations of the chemical and oxygen gradients in the experiments. The drug testing results show an increase in A549 cell apoptosis due to the hypoxia-activated cytotoxicity of tirapazamine (TPZ) and also suggest great cell compatibility and gradient controllability of the device. In addition, the A549 cell migration assay results demonstrate an aerotactic behavior of the A549 cells and suggest that the oxygen gradient plays an essential role in guiding cell migration. The migration results, under combinations of chemokine and oxygen gradients, cannot be simply superposed with single gradient results. The device is promising to advance the control of in vitro microenvironments, to better study cellular responses under various physiological conditions for biomedical applications.
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Affiliation(s)
- Chia-Wen Chang
- Research Center for Applied Sciences, Academia Sinica, Taipei 11529, Taiwan.
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Junkin M, Tay S. Microfluidic single-cell analysis for systems immunology. LAB ON A CHIP 2014; 14:1246-60. [PMID: 24503696 DOI: 10.1039/c3lc51182k] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
The immune system constantly battles infection and tissue damage, but exaggerated immune responses lead to allergies, autoimmunity and cancer. Discrimination of self from foreign and the fine-tuning of immunity are achieved by information processing pathways, whose regulatory mechanisms are little understood. Cell-to-cell variability and stochastic molecular interactions result in diverse cellular responses to identical signaling inputs, casting doubt on the reliability of traditional population-averaged analyses. Furthermore, dynamic molecular and cellular interactions create emergent properties that change over multiple time scales. Understanding immunity in the face of complexity and noisy dynamics requires time-dependent analysis of single-cells in a proper context. Microfluidic systems create precisely defined microenvironments by controlling fluidic and surface chemistries, feature sizes, geometries and signal input timing, and thus enable quantitative multi-parameter analysis of single cells. Such qualities allow observable dynamic environments approaching in vivo levels of biological complexity. Seamless parallelization of functional units in microfluidic devices allows high-throughput measurements, an essential feature for statistically meaningful analysis of naturally variable biological systems. These abilities recapitulate diverse scenarios such as cell-cell signaling, migration, differentiation, antibody and cytokine production, clonal selection, and cell lysis, thereby enabling accurate and meaningful study of immune behaviors in vitro.
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Affiliation(s)
- Michael Junkin
- Department of Biosystems Science and Engineering, ETH Zürich, Switzerland.
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