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Akere MT, Zajac KK, Bretz JD, Madhavaram AR, Horton AC, Schiefer IT. Real-Time Analysis of Neuronal Cell Cultures for CNS Drug Discovery. Brain Sci 2024; 14:770. [PMID: 39199464 PMCID: PMC11352746 DOI: 10.3390/brainsci14080770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 07/23/2024] [Accepted: 07/27/2024] [Indexed: 09/01/2024] Open
Abstract
The ability to screen for agents that can promote the development and/or maintenance of neuronal networks creates opportunities for the discovery of novel agents for the treatment of central nervous system (CNS) disorders. Over the past 10 years, advances in robotics, artificial intelligence, and machine learning have paved the way for the improved implementation of live-cell imaging systems for drug discovery. These instruments have revolutionized our ability to quickly and accurately acquire large standardized datasets when studying complex cellular phenomena in real-time. This is particularly useful in the field of neuroscience because real-time analysis can allow efficient monitoring of the development, maturation, and conservation of neuronal networks by measuring neurite length. Unfortunately, due to the relative infancy of this type of analysis, standard practices for data acquisition and processing are lacking, and there is no standardized format for reporting the vast quantities of data generated by live-cell imaging systems. This paper reviews the current state of live-cell imaging instruments, with a focus on the most commonly used equipment (IncuCyte systems). We provide an in-depth analysis of the experimental conditions reported in publications utilizing these systems, particularly with regard to studying neurite outgrowth. This analysis sheds light on trends and patterns that will enhance the use of live-cell imaging instruments in CNS drug discovery.
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Affiliation(s)
- Millicent T. Akere
- Department of Medicinal and Biological Chemistry, College of Pharmacy and Pharmaceutical Sciences, University of Toledo, Toledo, OH 43614, USA; (M.T.A.); (K.K.Z.); (J.D.B.); (A.R.M.); (A.C.H.)
| | - Kelsee K. Zajac
- Department of Medicinal and Biological Chemistry, College of Pharmacy and Pharmaceutical Sciences, University of Toledo, Toledo, OH 43614, USA; (M.T.A.); (K.K.Z.); (J.D.B.); (A.R.M.); (A.C.H.)
| | - James D. Bretz
- Department of Medicinal and Biological Chemistry, College of Pharmacy and Pharmaceutical Sciences, University of Toledo, Toledo, OH 43614, USA; (M.T.A.); (K.K.Z.); (J.D.B.); (A.R.M.); (A.C.H.)
| | - Anvitha R. Madhavaram
- Department of Medicinal and Biological Chemistry, College of Pharmacy and Pharmaceutical Sciences, University of Toledo, Toledo, OH 43614, USA; (M.T.A.); (K.K.Z.); (J.D.B.); (A.R.M.); (A.C.H.)
| | - Austin C. Horton
- Department of Medicinal and Biological Chemistry, College of Pharmacy and Pharmaceutical Sciences, University of Toledo, Toledo, OH 43614, USA; (M.T.A.); (K.K.Z.); (J.D.B.); (A.R.M.); (A.C.H.)
| | - Isaac T. Schiefer
- Department of Medicinal and Biological Chemistry, College of Pharmacy and Pharmaceutical Sciences, University of Toledo, Toledo, OH 43614, USA; (M.T.A.); (K.K.Z.); (J.D.B.); (A.R.M.); (A.C.H.)
- Center for Drug Design and Development, College of Pharmacy and Pharmaceutical Sciences, University of Toledo, Toledo, OH 43614, USA
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Haferkamp U, Hartmann C, Abid CL, Brachner A, Höchner A, Gerhartl A, Harwardt B, Leckzik S, Leu J, Metzger M, Nastainczyk-Wulf M, Neuhaus W, Oerter S, Pless O, Rujescu D, Jung M, Appelt-Menzel A. Human isogenic cells of the neurovascular unit exert transcriptomic cell type-specific effects on a blood-brain barrier in vitro model of late-onset Alzheimer disease. Fluids Barriers CNS 2023; 20:78. [PMID: 37907966 PMCID: PMC10617216 DOI: 10.1186/s12987-023-00471-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 10/01/2023] [Indexed: 11/02/2023] Open
Abstract
BACKGROUND The function of the blood-brain barrier (BBB) is impaired in late-onset Alzheimer disease (LOAD), but the associated molecular mechanisms, particularly with respect to the high-risk APOE4/4 genotype, are not well understood. For this purpose, we developed a multicellular isogenic model of the neurovascular unit (NVU) based on human induced pluripotent stem cells. METHODS The human NVU was modeled in vitro using isogenic co-cultures of astrocytes, brain capillary endothelial-like cells (BCECs), microglia-like cells, neural stem cells (NSCs), and pericytes. Physiological and pathophysiological properties were investigated as well as the influence of each single cell type on the characteristics and function of BCECs. The barriers established by BCECs were analyzed for specific gene transcription using high-throughput quantitative PCR. RESULTS Co-cultures were found to tighten the barrier of BCECs and alter its transcriptomic profile under both healthy and disease conditions. In vitro differentiation of brain cell types that constitute the NVU was not affected by the LOAD background. The supportive effect of NSCs on the barrier established by BCECs was diminished under LOAD conditions. Transcriptomes of LOAD BCECs were modulated by different brain cell types. NSCs were found to have the strongest effect on BCEC gene regulation and maintenance of the BBB. Co-cultures showed cell type-specific functional contributions to BBB integrity under healthy and LOAD conditions. CONCLUSIONS Cell type-dependent transcriptional effects on LOAD BCECs were identified. Our study suggests that different brain cell types of the NVU have unique roles in maintaining barrier integrity that vary under healthy and LOAD conditions. .
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Affiliation(s)
- Undine Haferkamp
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Discovery Research ScreeningPort, 22525, Hamburg, Germany
| | - Carla Hartmann
- Institute for Physiological Chemistry, Medical Faculty of the Martin, Luther University Halle-Wittenberg, Hollystrasse 1, 06114, Halle (Saale), Germany
| | - Chaudhry Luqman Abid
- Institute for Physiological Chemistry, Medical Faculty of the Martin, Luther University Halle-Wittenberg, Hollystrasse 1, 06114, Halle (Saale), Germany
| | - Andreas Brachner
- Center Health and Bioresources, Competence Unit Molecular Diagnostics, AIT Austrian Institute of Technology GmbH, Vienna, 1210, Austria
| | - Alevtina Höchner
- Fraunhofer Institute for Silicate Research ISC, Translational Center Regenerative Therapies (TLC-RT), 97070, Würzburg, Germany
| | - Anna Gerhartl
- Center Health and Bioresources, Competence Unit Molecular Diagnostics, AIT Austrian Institute of Technology GmbH, Vienna, 1210, Austria
| | - Bernadette Harwardt
- Institute for Physiological Chemistry, Medical Faculty of the Martin, Luther University Halle-Wittenberg, Hollystrasse 1, 06114, Halle (Saale), Germany
| | - Selin Leckzik
- Institute for Physiological Chemistry, Medical Faculty of the Martin, Luther University Halle-Wittenberg, Hollystrasse 1, 06114, Halle (Saale), Germany
| | - Jennifer Leu
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Discovery Research ScreeningPort, 22525, Hamburg, Germany
| | - Marco Metzger
- Fraunhofer Institute for Silicate Research ISC, Translational Center Regenerative Therapies (TLC-RT), 97070, Würzburg, Germany
- Chair Tissue Engineering and Regenerative Medicine (TERM), University Hospital Würzburg, 97070, Würzburg, Germany
| | | | - Winfried Neuhaus
- Center Health and Bioresources, Competence Unit Molecular Diagnostics, AIT Austrian Institute of Technology GmbH, Vienna, 1210, Austria
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Krems, 3500, Austria
| | - Sabrina Oerter
- Fraunhofer Institute for Silicate Research ISC, Translational Center Regenerative Therapies (TLC-RT), 97070, Würzburg, Germany
- Chair Tissue Engineering and Regenerative Medicine (TERM), University Hospital Würzburg, 97070, Würzburg, Germany
| | - Ole Pless
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Discovery Research ScreeningPort, 22525, Hamburg, Germany
| | - Dan Rujescu
- Department of Psychiatry and Psychotherapy, Division of General Psychiatry, Medical University of Vienna, Vienna, 1090, Austria
| | - Matthias Jung
- Institute for Physiological Chemistry, Medical Faculty of the Martin, Luther University Halle-Wittenberg, Hollystrasse 1, 06114, Halle (Saale), Germany.
| | - Antje Appelt-Menzel
- Fraunhofer Institute for Silicate Research ISC, Translational Center Regenerative Therapies (TLC-RT), 97070, Würzburg, Germany.
- Chair Tissue Engineering and Regenerative Medicine (TERM), University Hospital Würzburg, 97070, Würzburg, Germany.
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Du F, Shusta EV, Palecek SP. Extracellular matrix proteins in construction and function of in vitro blood-brain barrier models. FRONTIERS IN CHEMICAL ENGINEERING 2023. [DOI: 10.3389/fceng.2023.1130127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023] Open
Abstract
The blood-brain barrier (BBB) is a highly impermeable barrier separating circulating blood and brain tissue. A functional BBB is critical for brain health, and BBB dysfunction has been linked to the pathophysiology of diseases such as stroke and Alzheimer’s disease. A variety of models have been developed to study the formation and maintenance of the BBB, ranging from in vivo animal models to in vitro models consisting of primary cells or cells differentiated from human pluripotent stem cells (hPSCs). These models must consider the composition and source of the cellular components of the neurovascular unit (NVU), including brain microvascular endothelial cells (BMECs), brain pericytes, astrocytes, and neurons, and how these cell types interact. In addition, the non-cellular components of the BBB microenvironment, such as the brain vascular basement membrane (BM) that is in direct contact with the NVU, also play key roles in BBB function. Here, we review how extracellular matrix (ECM) proteins in the brain vascular BM affect the BBB, with a particular focus on studies using hPSC-derived in vitro BBB models, and discuss how future studies are needed to advance our understanding of how the ECM affects BBB models to improve model performance and expand our knowledge on the formation and maintenance of the BBB.
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Khamis ZI, Sarker DB, Xue Y, Al-Akkary N, James VD, Zeng C, Li Y, Sang QXA. Modeling Human Brain Tumors and the Microenvironment Using Induced Pluripotent Stem Cells. Cancers (Basel) 2023; 15:cancers15041253. [PMID: 36831595 PMCID: PMC9954701 DOI: 10.3390/cancers15041253] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 02/14/2023] [Accepted: 02/14/2023] [Indexed: 02/18/2023] Open
Abstract
Brain cancer is a group of diverse and rapidly growing malignancies that originate in the central nervous system (CNS) and have a poor prognosis. The complexity of brain structure and function makes brain cancer modeling extremely difficult, limiting pathological studies and therapeutic developments. Advancements in human pluripotent stem cell technology have opened a window of opportunity for brain cancer modeling, providing a wealth of customizable methods to simulate the disease in vitro. This is achieved with the advent of genome editing and genetic engineering technologies that can simulate germline and somatic mutations found in human brain tumors. This review investigates induced pluripotent stem cell (iPSC)-based approaches to model human brain cancer. The applications of iPSCs as renewable sources of individual brain cell types, brain organoids, blood-brain barrier (BBB), and brain tumor models are discussed. The brain tumor models reviewed are glioblastoma and medulloblastoma. The iPSC-derived isogenic cells and three-dimensional (3D) brain cancer organoids combined with patient-derived xenografts will enhance future compound screening and drug development for these deadly human brain cancers.
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Affiliation(s)
- Zahraa I. Khamis
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL 32306, USA
- Department of Industrial and Manufacturing Engineering, FAMU-FSU College of Engineering, Florida State University, Tallahassee, FL 32310, USA
- High-Performance Materials Institute, Florida State University, Tallahassee, FL 32310, USA
- Laboratory of Cancer Biology and Molecular Immunology, Department of Biochemistry, Faculty of Sciences-I, Lebanese University, Beirut, Lebanon
| | - Drishty B. Sarker
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL 32306, USA
| | - Yu Xue
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL 32306, USA
| | - Nancy Al-Akkary
- Laboratory of Cancer Biology and Molecular Immunology, Department of Biochemistry, Faculty of Sciences-I, Lebanese University, Beirut, Lebanon
| | - Viviana D. James
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL 32306, USA
| | - Changchun Zeng
- Department of Industrial and Manufacturing Engineering, FAMU-FSU College of Engineering, Florida State University, Tallahassee, FL 32310, USA
- High-Performance Materials Institute, Florida State University, Tallahassee, FL 32310, USA
| | - Yan Li
- Department of Chemical and Biomedical Engineering, FAMU-FSU College of Engineering, Florida State University, Tallahassee, FL 32306, USA
- Institute of Molecular Biophysics, Florida State University, Tallahassee, FL 32306, USA
| | - Qing-Xiang Amy Sang
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL 32306, USA
- Institute of Molecular Biophysics, Florida State University, Tallahassee, FL 32306, USA
- Correspondence: ; Tel.: +1-850-644-8683; Fax: +1-850-644-8281
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Appelt-Menzel A, Oerter S, Mathew S, Haferkamp U, Hartmann C, Jung M, Neuhaus W, Pless O. Human iPSC-Derived Blood-Brain Barrier Models: Valuable Tools for Preclinical Drug Discovery and Development? ACTA ACUST UNITED AC 2021; 55:e122. [PMID: 32956578 DOI: 10.1002/cpsc.122] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Translating basic biological knowledge into applications remains a key issue for effectively tackling neurodegenerative, neuroinflammatory, or neuroendocrine disorders. Efficient delivery of therapeutics across the neuroprotective blood-brain barrier (BBB) still poses a demanding challenge for drug development targeting central nervous system diseases. Validated in vitro models of the BBB could facilitate effective testing of drug candidates targeting the brain early in the drug discovery process during lead generation. We here review the potential of mono- or (isogenic) co-culture BBB models based on brain capillary endothelial cells (BCECs) derived from human-induced pluripotent stem cells (hiPSCs), and compare them to several available BBB in vitro models from primary human or non-human cells and to rodent in vivo models, as well as to classical and widely used barrier models [Caco-2, parallel artificial membrane permeability assay (PAMPA)]. In particular, we are discussing the features and predictivity of these models and how hiPSC-derived BBB models could impact future discovery and development of novel CNS-targeting therapeutics. © 2020 The Authors.
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Affiliation(s)
- Antje Appelt-Menzel
- Fraunhofer Institute for Silicate Research ISC, Translational Center Regenerative Therapies (TLC-RT), Röntgenring 11, Würzburg, Germany.,University Hospital Würzburg, Chair Tissue Engineering and Regenerative Medicine (TERM), Röntgenring 11, Würzburg, Germany
| | - Sabrina Oerter
- Fraunhofer Institute for Silicate Research ISC, Translational Center Regenerative Therapies (TLC-RT), Röntgenring 11, Würzburg, Germany.,University Hospital Würzburg, Chair Tissue Engineering and Regenerative Medicine (TERM), Röntgenring 11, Würzburg, Germany
| | - Sanjana Mathew
- University Hospital Würzburg, Chair Tissue Engineering and Regenerative Medicine (TERM), Röntgenring 11, Würzburg, Germany
| | - Undine Haferkamp
- Fraunhofer IME ScreeningPort, Schnackenburgallee 114, Hamburg, Germany
| | - Carla Hartmann
- University Hospital Halle, University Clinic and Outpatient Clinic for Psychiatry, Psychotherapy, and Psychosomatic Medicine, Julius-Kuehn-Strasse 7, Halle (Saale), Germany
| | - Matthias Jung
- University Hospital Halle, University Clinic and Outpatient Clinic for Psychiatry, Psychotherapy, and Psychosomatic Medicine, Julius-Kuehn-Strasse 7, Halle (Saale), Germany
| | - Winfried Neuhaus
- AIT Austrian Institute of Technology GmbH, Center Health and Bioresources, Competence Unit Molecular Diagnostics, Giefinggasse 4, Vienna, Austria
| | - Ole Pless
- Fraunhofer IME ScreeningPort, Schnackenburgallee 114, Hamburg, Germany
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Seo HS, Motallebnejad P, Azarin SM. Advances and opportunities for hiPSC-derived models of the blood-brain barrier. Curr Opin Chem Eng 2020. [DOI: 10.1016/j.coche.2020.05.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Recent advances in human iPSC-derived models of the blood-brain barrier. Fluids Barriers CNS 2020; 17:30. [PMID: 32321511 PMCID: PMC7178976 DOI: 10.1186/s12987-020-00191-7] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 04/07/2020] [Indexed: 01/07/2023] Open
Abstract
The blood–brain barrier (BBB) is a critical component of the central nervous system that protects neurons and other cells of the brain parenchyma from potentially harmful substances found in peripheral circulation. Gaining a thorough understanding of the development and function of the human BBB has been hindered by a lack of relevant models given significant species differences and limited access to in vivo tissue. However, advances in induced pluripotent stem cell (iPSC) and organ-chip technologies now allow us to improve our knowledge of the human BBB in both health and disease. This review focuses on the recent progress in modeling the BBB in vitro using human iPSCs.
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Keep RF, Jones HC, Drewes LR. This was the year that was: brain barriers and brain fluid research in 2019. Fluids Barriers CNS 2020; 17:20. [PMID: 32138786 PMCID: PMC7059280 DOI: 10.1186/s12987-020-00181-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
This editorial highlights advances in brain barrier and brain fluid research published in 2019, as well as addressing current controversies and pressing needs. Topics include recent advances related to: the cerebral endothelium and the neurovascular unit; the choroid plexus, arachnoid membrane; cerebrospinal fluid and the glymphatic hypothesis; the impact of disease states on brain barriers and brain fluids; drug delivery to the brain; and translation of preclinical data to the clinic. This editorial also mourns the loss of two important figures in the field, Malcolm B. Segal and Edward G. Stopa.
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Affiliation(s)
- Richard F. Keep
- Department of Neurosurgery, University of Michigan, R5018 BSRB, 109 Zina Pitcher Place, Ann Arbor, MI 48109-2200 USA
| | | | - Lester R. Drewes
- Department of Biomedical Sciences, University of Minnesota Medical School Duluth, Duluth, MN 55812 USA
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Abstract
Knowledge about the transport of active compounds across the blood-brain barrier is of essential importance for drug development. Systemically applied drugs for the central nervous system (CNS) must be able to cross the blood-brain barrier in order to reach their target sites, whereas drugs that are supposed to act in the periphery should not permeate the blood-brain barrier so that they do not trigger any adverse central adverse effects. A number of approaches have been pursued, and manifold in silico, in vitro, and in vivo animal models were developed in order to be able to make a better prediction for humans about the possible penetration of active substances into the CNS. In this particular case, however, in vitro models play a special role, since the data basis for in silico models is usually in need of improvement, and the predictive power of in vivo animal models has to be checked for possible species differences. The blood-brain barrier is a dynamic, highly selective barrier formed by brain capillary endothelial cells. One of its main tasks is the maintenance of homeostasis in the CNS. The function of the barrier is regulated by cells of the microenvironment and the shear stress mediated by the blood flow, which makes the model development most complex. In general, one could follow the credo "as easy as possible, as complex as necessary" for the usage of in vitro BBB models for drug development. In addition to the description of the classical cell culture models (transwell, hollow fiber) and guidance how to apply them, the latest developments (spheroids, microfluidic models) will be introduced in this chapter, as it is attempted to get more in vivo-like and to be applicable for high-throughput usage with these models. Moreover, details about the development of models based on stem cells derived from different sources with a special focus on human induced pluripotent stem cells are presented.
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Affiliation(s)
- Winfried Neuhaus
- Competence Unit Molecular Diagnostics, Center Health and Bioresources, AIT - Austrian Institute of Technology GmbH, Vienna, Austria.
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