1
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Hao YA, Lee S, Roth RH, Natale S, Gomez L, Taxidis J, O'Neill PS, Villette V, Bradley J, Wang Z, Jiang D, Zhang G, Sheng M, Lu D, Boyden E, Delvendahl I, Golshani P, Wernig M, Feldman DE, Ji N, Ding J, Südhof TC, Clandinin TR, Lin MZ. A fast and responsive voltage indicator with enhanced sensitivity for unitary synaptic events. Neuron 2024; 112:3680-3696.e8. [PMID: 39305894 PMCID: PMC11581914 DOI: 10.1016/j.neuron.2024.08.019] [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: 10/10/2023] [Revised: 07/23/2024] [Accepted: 08/27/2024] [Indexed: 09/29/2024]
Abstract
A remaining challenge for genetically encoded voltage indicators (GEVIs) is the reliable detection of excitatory postsynaptic potentials (EPSPs). Here, we developed ASAP5 as a GEVI with enhanced activation kinetics and responsivity near resting membrane potentials for improved detection of both spiking and subthreshold activity. ASAP5 reported action potentials (APs) in vivo with higher signal-to-noise ratios than previous GEVIs and successfully detected graded and subthreshold responses to sensory stimuli in single two-photon trials. In cultured rat or human neurons, somatic ASAP5 reported synaptic events propagating centripetally and could detect ∼1-mV EPSPs. By imaging spontaneous EPSPs throughout dendrites, we found that EPSP amplitudes decay exponentially during propagation and that amplitude at the initiation site generally increases with distance from the soma. These results extend the applications of voltage imaging to the quantal response domain, including in human neurons, opening up the possibility of high-throughput, high-content characterization of neuronal dysfunction in disease.
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Affiliation(s)
- Yukun A Hao
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA; Department of Neurobiology, Stanford University, Stanford, CA 94305, USA
| | - Sungmoo Lee
- Department of Neurobiology, Stanford University, Stanford, CA 94305, USA
| | - Richard H Roth
- Department of Neurosurgery, Stanford University, Stanford, CA 94305, USA
| | - Silvia Natale
- Department of Molecular & Cellular Physiology, Stanford University, Stanford, CA 94305, USA
| | - Laura Gomez
- Department of Molecular and Cell Biology and Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA 94720, USA; Department of Physics, University of California Berkeley, CA 94720, USA
| | - Jiannis Taxidis
- Department of Neurology, UCLA David Geffen School of Medicine, Los Angeles, CA 90095, USA
| | - Philipp S O'Neill
- Department of Molecular Life Sciences, University of Zurich (UZH), 8057 Zurich, Switzerland; Neuroscience Center Zurich, 8057 Zurich, Switzerland
| | - Vincent Villette
- Institut de Biologie de l'École Normale Supérieure (IBENS), CNRS, INSERM, PSL Research University, Paris 75005, France
| | - Jonathan Bradley
- Institut de Biologie de l'École Normale Supérieure (IBENS), CNRS, INSERM, PSL Research University, Paris 75005, France
| | - Zeguan Wang
- Departments of Brain and Cognitive Sciences, Media Arts and Sciences, and Biological Engineering, MIT, Cambridge, MA 02139, USA; McGovern Institute, MIT, Cambridge, MA 02139, USA
| | - Dongyun Jiang
- Department of Neurobiology, Stanford University, Stanford, CA 94305, USA
| | - Guofeng Zhang
- Department of Neurobiology, Stanford University, Stanford, CA 94305, USA
| | - Mengjun Sheng
- Department of Neurosurgery, Stanford University, Stanford, CA 94305, USA
| | - Di Lu
- Department of Neurosurgery, Stanford University, Stanford, CA 94305, USA
| | - Edward Boyden
- Departments of Brain and Cognitive Sciences, Media Arts and Sciences, and Biological Engineering, MIT, Cambridge, MA 02139, USA; McGovern Institute, MIT, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Cambridge, MA 02139, USA
| | - Igor Delvendahl
- Department of Molecular Life Sciences, University of Zurich (UZH), 8057 Zurich, Switzerland; Neuroscience Center Zurich, 8057 Zurich, Switzerland
| | - Peyman Golshani
- Department of Neurology, UCLA David Geffen School of Medicine, Los Angeles, CA 90095, USA; Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, Los Angeles, CA 90095, USA
| | - Marius Wernig
- Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Daniel E Feldman
- Department of Molecular and Cell Biology and Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA 94720, USA
| | - Na Ji
- Department of Molecular and Cell Biology and Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA 94720, USA; Department of Physics, University of California Berkeley, CA 94720, USA
| | - Jun Ding
- Department of Neurosurgery, Stanford University, Stanford, CA 94305, USA
| | - Thomas C Südhof
- Department of Molecular & Cellular Physiology, Stanford University, Stanford, CA 94305, USA; Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
| | - Thomas R Clandinin
- Department of Neurobiology, Stanford University, Stanford, CA 94305, USA
| | - Michael Z Lin
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA; Department of Neurobiology, Stanford University, Stanford, CA 94305, USA.
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2
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Fink JJ, Delaney-Busch N, Dawes R, Nanou E, Folts C, Harikrishnan K, Hempel C, Upadhyay H, Nguyen T, Shroff H, Stoppel D, Ryan SJ, Jacques J, Grooms J, Berry-Kravis E, Bear MF, Williams LA, Gerber D, Bunnage M, Furey B, Dempsey GT. Deep functional measurements of Fragile X syndrome human neurons reveal multiparametric electrophysiological disease phenotype. Commun Biol 2024; 7:1447. [PMID: 39506078 PMCID: PMC11541539 DOI: 10.1038/s42003-024-07120-6] [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: 10/12/2023] [Accepted: 10/22/2024] [Indexed: 11/08/2024] Open
Abstract
Fragile X syndrome (FXS) is a neurodevelopmental disorder caused by hypermethylation of expanded CGG repeats (>200) in the FMR1 gene leading to gene silencing and loss of Fragile X Messenger Ribonucleoprotein (FMRP) expression. FMRP plays important roles in neuronal function, and loss of FMRP in mouse and human FXS cell models leads to aberrant synaptic signaling and hyperexcitability. Multiple drug candidates have advanced into clinical trials for FXS, but no efficacious treatment has been identified to date, possibly as a consequence of poor translation from pre-clinical animal models to human. Here, we use a high resolution all-optical electrophysiology platform applied to multiple FXS patient-derived and CRISPR/Cas9-generated isogenic neuronal cell lines to develop a multi-parametric FXS disease phenotype. This neurophysiological phenotype was optimized and validated into a high throughput assay based on the amount of FMRP re-expression and the number of healthy neurons in a mosaic network necessary for functional rescue. The resulting highly sensitive and multiparameter functional assay can now be applied as a discovery platform to explore new therapeutic approaches for the treatment of FXS.
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Affiliation(s)
- James J Fink
- Quiver Bioscience, Cambridge, MA, USA
- Q-State Biosciences, Cambridge, MA, USA
| | | | | | | | | | | | | | | | | | | | - David Stoppel
- Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Steven J Ryan
- Quiver Bioscience, Cambridge, MA, USA
- Q-State Biosciences, Cambridge, MA, USA
| | - Jane Jacques
- Quiver Bioscience, Cambridge, MA, USA
- Q-State Biosciences, Cambridge, MA, USA
| | - Jennifer Grooms
- Quiver Bioscience, Cambridge, MA, USA
- Q-State Biosciences, Cambridge, MA, USA
| | | | - Mark F Bear
- Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Luis A Williams
- Quiver Bioscience, Cambridge, MA, USA
- Q-State Biosciences, Cambridge, MA, USA
| | - David Gerber
- Quiver Bioscience, Cambridge, MA, USA
- Q-State Biosciences, Cambridge, MA, USA
| | | | | | - Graham T Dempsey
- Quiver Bioscience, Cambridge, MA, USA.
- Q-State Biosciences, Cambridge, MA, USA.
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3
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George AL, Kiskinis E. The Need for Speed; Investigating Channelopathy-Associated Epilepsy Using High Throughput Electrophysiological Approaches. Epilepsy Curr 2024; 24:345-349. [PMID: 39508013 PMCID: PMC11536426 DOI: 10.1177/15357597241280484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2024] Open
Abstract
Pathogenic variants in genes encoding ion channels are frequently discovered in monogenic disorders associated with epilepsy and neurodevelopmental disorders. This review covers advances in the use of automated patch clamp recording for determining the functional consequences of epilepsy-associated ion channel variants and the use of induced pluripotent stem cell (iPSC) derived neurons for in-depth investigations of the physiological consequences of such variants. The combination of these advanced technologies was a focus of the recently completed NINDS-funded Channelopathy-associated Epilepsy Research Center without Walls.
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Affiliation(s)
- Alfred L. George
- Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Evangelos Kiskinis
- Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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4
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Liu PW, Zhang H, Werley CA, Pichler M, Ryan SJ, Lewarch CL, Jacques J, Grooms J, Ferrante J, Li G, Zhang D, Bremmer N, Barnett A, Chantre R, Elder AE, Cohen AE, Williams LA, Dempsey GT, McManus OB. A phenotypic screening platform for chronic pain therapeutics using all-optical electrophysiology. Pain 2024; 165:922-940. [PMID: 37963235 PMCID: PMC10950549 DOI: 10.1097/j.pain.0000000000003090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 08/30/2023] [Indexed: 11/16/2023]
Abstract
ABSTRACT Chronic pain associated with osteoarthritis (OA) remains an intractable problem with few effective treatment options. New approaches are needed to model the disease biology and to drive discovery of therapeutics. We present an in vitro model of OA pain, where dorsal root ganglion (DRG) sensory neurons were sensitized by a defined mixture of disease-relevant inflammatory mediators, here called Sensitizing PAin Reagent Composition or SPARC. Osteoarthritis-SPARC components showed synergistic or additive effects when applied in combination and induced pain phenotypes in vivo. To measure the effect of OA-SPARC on neural firing in a scalable format, we used a custom system for high throughput all-optical electrophysiology. This system enabled light-based membrane voltage recordings from hundreds of neurons in parallel with single cell and single action potential resolution and a throughput of up to 500,000 neurons per day. A computational framework was developed to construct a multiparameter OA-SPARC neuronal phenotype and to quantitatively assess phenotype reversal by candidate pharmacology. We screened ∼3000 approved drugs and mechanistically focused compounds, yielding data from over 1.2 million individual neurons with detailed assessment of functional OA-SPARC phenotype rescue and orthogonal "off-target" effects. Analysis of confirmed hits revealed diverse potential analgesic mechanisms including ion channel modulators and other mechanisms including MEK inhibitors and tyrosine kinase modulators. Our results suggest that the Raf-MEK-ERK axis in DRG neurons may integrate the inputs from multiple upstream inflammatory mediators found in osteoarthritis patient joints, and MAPK pathway activation in DRG neurons may contribute to chronic pain in patients with osteoarthritis.
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Affiliation(s)
- Pin W. Liu
- Quiver Bioscience, Cambridge, MA, United States
| | | | | | | | | | | | | | | | | | - Guangde Li
- Quiver Bioscience, Cambridge, MA, United States
| | - Dawei Zhang
- Quiver Bioscience, Cambridge, MA, United States
| | | | | | | | | | - Adam E. Cohen
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, United States
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5
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Sun Z. A Simple Ca 2+-Imaging Approach of Network-Activity Analyses for Human Neurons. Methods Mol Biol 2023; 2683:247-258. [PMID: 37300781 DOI: 10.1007/978-1-0716-3287-1_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Rapid advances in light microscopy and development of all-optical electrophysiological imaging tools have greatly leveraged the speed and the depth of neurobiology studies. Calcium imaging is a common method that is useful for measuring calcium signals in cells and has been used as a functional proxy for neuronal activity. Here I describe a simple, stimulation-free approach that measures neuronal network activity and single-neuron dynamics in human neurons. This protocol provides the experimental workflow that includes step-wise illustrations of sample preparations, data processing, and analyses that can be used for quick phenotypical assessment and serves as a quick functional readout for mutagenesis or screen effort for neurodegenerative studies.
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Affiliation(s)
- Zijun Sun
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA.
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6
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Williams LA, Gerber DJ, Elder A, Tseng WC, Baru V, Delaney-Busch N, Ambrosi C, Mahimkar G, Joshi V, Shah H, Harikrishnan K, Upadhyay H, Rajendran SH, Dhandapani A, Meier J, Ryan SJ, Lewarch C, Black L, Douville J, Cinquino S, Legakis H, Nalbach K, Behrends C, Sato A, Galluzzi L, Yu TW, Brown D, Agrawal S, Margulies D, Kopin A, Dempsey GT. Developing antisense oligonucleotides for a TECPR2 mutation-induced, ultra-rare neurological disorder using patient-derived cellular models. MOLECULAR THERAPY. NUCLEIC ACIDS 2022; 29:189-203. [PMID: 35860385 PMCID: PMC9287140 DOI: 10.1016/j.omtn.2022.06.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 06/17/2022] [Indexed: 11/16/2022]
Abstract
Mutations in the TECPR2 gene are the cause of an ultra-rare neurological disorder characterized by intellectual disability, impaired speech, motor delay, and hypotonia evolving to spasticity, central sleep apnea, and premature death (SPG49 or HSAN9; OMIM: 615031). Little is known about the biological function of TECPR2, and there are currently no available disease-modifying therapies for this disease. Here we describe implementation of an antisense oligonucleotide (ASO) exon-skipping strategy targeting TECPR2 c.1319delT (p.Leu440Argfs∗19), a pathogenic variant that results in a premature stop codon within TECPR2 exon 8. We used patient-derived fibroblasts and induced pluripotent stem cell (iPSC)-derived neurons homozygous for the p.Leu440Argfs∗19 mutation to model the disease in vitro. Both patient-derived fibroblasts and neurons showed lack of TECPR2 protein expression. We designed and screened ASOs targeting sequences across the TECPR2 exon 8 region to identify molecules that induce exon 8 skipping and thereby remove the premature stop signal. TECPR2 exon 8 skipping restored in-frame expression of a TECPR2 protein variant (TECPR2ΔEx8) containing 1,300 of 1,411 amino acids. Optimization of ASO sequences generated a lead candidate (ASO-005-02) with ∼27 nM potency in patient-derived fibroblasts. To examine potential functional rescue induced by ASO-005-02, we used iPSC-derived neurons to analyze the neuronal localization of TECPR2ΔEx8 and showed that this form of TECPR2 retains the distinct, punctate neuronal expression pattern of full-length TECPR2. Finally, ASO-005-02 had an acceptable tolerability profile in vivo following a single 20-mg intrathecal dose in cynomolgus monkeys, showing some transient non-adverse behavioral effects with no correlating histopathology. Broad distribution of ASO-005-02 and induction of TECPR2 exon 8 skipping was detected in multiple central nervous system (CNS) tissues, supporting the potential utility of this therapeutic strategy for a subset of patients suffering from this rare disease.
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Affiliation(s)
- Luis A Williams
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | - David J Gerber
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | - Amy Elder
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | - Wei Chou Tseng
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | - Valeriya Baru
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | | | | | - Gauri Mahimkar
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | - Vaibhav Joshi
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | - Himali Shah
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | | | - Hansini Upadhyay
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | | | | | - Joshua Meier
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | - Steven J Ryan
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | - Caitlin Lewarch
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | - Lauren Black
- Charles River Laboratories, Montreal, QC, Canada
| | | | | | | | - Karsten Nalbach
- Munich Cluster for Systems Neurology, Ludwig-Maximilians-Universität München, Germany
| | - Christian Behrends
- Munich Cluster for Systems Neurology, Ludwig-Maximilians-Universität München, Germany
| | - Ai Sato
- Department of Radiation Oncology, Weill Cornell Medical College, New York, NY, USA
| | - Lorenzo Galluzzi
- Department of Radiation Oncology, Weill Cornell Medical College, New York, NY, USA
| | - Timothy W Yu
- Boston Children's Hospital, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Duncan Brown
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | - Sudhir Agrawal
- University of Massachusetts Medical School, Department of Medicine, Worcester, MA 01655, USA.,Arnay Sciences LLC, Shrewsbury, MA 01545, USA
| | - David Margulies
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
| | - Alan Kopin
- Tufts University School of Medicine, Boston, MA, USA.,Luke Heller TECPR2 Foundation, Swampscott, MA, USA
| | - Graham T Dempsey
- Q-State Biosciences, 179 Sidney Street, Cambridge, MA 02139, USA
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7
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Simkin D, Ambrosi C, Marshall KA, Williams LA, Eisenberg J, Gharib M, Dempsey GT, George AL, McManus OB, Kiskinis E. 'Channeling' therapeutic discovery for epileptic encephalopathy through iPSC technologies. Trends Pharmacol Sci 2022; 43:392-405. [PMID: 35427475 PMCID: PMC9119009 DOI: 10.1016/j.tips.2022.03.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 02/26/2022] [Accepted: 03/01/2022] [Indexed: 12/16/2022]
Abstract
Induced pluripotent stem cell (iPSC) and gene editing technologies have revolutionized the field of in vitro disease modeling, granting us access to disease-pertinent human cells of the central nervous system. These technologies are particularly well suited for the study of diseases with strong monogenic etiologies. Epilepsy is one of the most common neurological disorders in children, with approximately half of all genetic cases caused by mutations in ion channel genes. These channelopathy-associated epilepsies are clinically diverse, mechanistically complex, and hard to treat. Here, we review the genetic links to epilepsy, the opportunities and challenges of iPSC-based approaches for developing in vitro models of channelopathy-associated disorders, the available tools for effective phenotyping of iPSC-derived neurons, and discuss the potential therapeutic approaches for these devastating diseases.
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Affiliation(s)
- Dina Simkin
- The Ken & Ruth Davee Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | | | - Kelly A Marshall
- The Ken & Ruth Davee Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | | | - Jordyn Eisenberg
- The Ken & Ruth Davee Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Mennat Gharib
- The Ken & Ruth Davee Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | | | - Alfred L George
- Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | | | - Evangelos Kiskinis
- The Ken & Ruth Davee Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA; Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA; Department of Neuroscience, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
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8
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Canals I, Quist E, Ahlenius H. Transcription Factor-Based Strategies to Generate Neural Cell Types from Human Pluripotent Stem Cells. Cell Reprogram 2021; 23:206-220. [PMID: 34388027 DOI: 10.1089/cell.2021.0045] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
In the last years, the use of pluripotent stem cells in studies of human biology has grown exponentially. These cells represent an infinite source for differentiation into several human cell types facilitating the investigation on biological processes, functionality of cells, or diseases mechanisms in relevant human models. In the neurobiology field, pluripotent stem cells have been extensively used to generate the main neuronal and glial cells of the brain. Traditionally, protocols following developmental cues have been applied to pluripotent stem cells to drive differentiation toward different cell lineages; however, these protocols give rise to populations with mixed identities. Interestingly, new protocols applying overexpression of lineage-specific transcription factors (TFs) have emerged and facilitated the generation of highly pure populations of specific subtypes of neurons and glial cells in an easy, reproducible, and rapid manner. In this study, we review protocols based on this strategy to generate excitatory, inhibitory, dopaminergic, and motor neurons as well as astrocytes, oligodendrocytes, and microglia. In addition, we will discuss the main applications for cells generated with these protocols, including disease modeling, drug screening, and mechanistic studies. Finally, we will discuss the advantages and disadvantages of TF-based protocols and present our view of the future in this field.
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Affiliation(s)
- Isaac Canals
- Stem Cells, Aging and Neurodegeneration Group, Faculty of Medicine, Lund University, Lund, Sweden.,Division of Neurology, Department of Clinical Sciences, Lund University, Lund, Sweden.,Lund Stem Cell Center, Lund, Sweden
| | - Ella Quist
- Stem Cells, Aging and Neurodegeneration Group, Faculty of Medicine, Lund University, Lund, Sweden.,Division of Neurology, Department of Clinical Sciences, Lund University, Lund, Sweden.,Lund Stem Cell Center, Lund, Sweden
| | - Henrik Ahlenius
- Stem Cells, Aging and Neurodegeneration Group, Faculty of Medicine, Lund University, Lund, Sweden.,Division of Neurology, Department of Clinical Sciences, Lund University, Lund, Sweden.,Lund Stem Cell Center, Lund, Sweden
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9
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Gheorghiu M, Polonschii C, Popescu O, Gheorghiu E. Advanced Optogenetic-Based Biosensing and Related Biomaterials. MATERIALS 2021; 14:ma14154151. [PMID: 34361345 PMCID: PMC8347019 DOI: 10.3390/ma14154151] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 07/12/2021] [Accepted: 07/20/2021] [Indexed: 02/07/2023]
Abstract
The ability to stimulate mammalian cells with light, brought along by optogenetic control, has significantly broadened our understanding of electrically excitable tissues. Backed by advanced (bio)materials, it has recently paved the way towards novel biosensing concepts supporting bio-analytics applications transversal to the main biomedical stream. The advancements concerning enabling biomaterials and related novel biosensing concepts involving optogenetics are reviewed with particular focus on the use of engineered cells for cell-based sensing platforms and the available toolbox (from mere actuators and reporters to novel multifunctional opto-chemogenetic tools) for optogenetic-enabled real-time cellular diagnostics and biosensor development. The key advantages of these modified cell-based biosensors concern both significantly faster (minutes instead of hours) and higher sensitivity detection of low concentrations of bioactive/toxic analytes (below the threshold concentrations in classical cellular sensors) as well as improved standardization as warranted by unified analytic platforms. These novel multimodal functional electro-optical label-free assays are reviewed among the key elements for optogenetic-based biosensing standardization. This focused review is a potential guide for materials researchers interested in biosensing based on light-responsive biomaterials and related analytic tools.
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Affiliation(s)
- Mihaela Gheorghiu
- International Centre of Biodynamics, 1B Intrarea Portocalelor, 060101 Bucharest, Romania;
- Correspondence: (M.G.); (E.G.)
| | - Cristina Polonschii
- International Centre of Biodynamics, 1B Intrarea Portocalelor, 060101 Bucharest, Romania;
| | - Octavian Popescu
- Molecular Biology Center, Institute for Interdisciplinary Research in Bio-Nano-Sciences, Babes-Bolyai-University, 400084 Cluj-Napoca, Romania;
- Institute of Biology Bucharest, Romanian Academy, 296 Splaiul Independentei, 060031 Bucharest, Romania
| | - Eugen Gheorghiu
- International Centre of Biodynamics, 1B Intrarea Portocalelor, 060101 Bucharest, Romania;
- Correspondence: (M.G.); (E.G.)
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10
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Walker AS, Raliski BK, Karbasi K, Zhang P, Sanders K, Miller EW. Optical Spike Detection and Connectivity Analysis With a Far-Red Voltage-Sensitive Fluorophore Reveals Changes to Network Connectivity in Development and Disease. Front Neurosci 2021; 15:643859. [PMID: 34054405 PMCID: PMC8155641 DOI: 10.3389/fnins.2021.643859] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 03/10/2021] [Indexed: 12/14/2022] Open
Abstract
The ability to optically record dynamics of neuronal membrane potential promises to revolutionize our understanding of neurobiology. In this study, we show that the far-red voltage sensitive fluorophore, Berkeley Red Sensor of Transmembrane potential-1, or BeRST 1, can be used to monitor neuronal membrane potential changes across dozens of neurons at a sampling rate of 500 Hz. Notably, voltage imaging with BeRST 1 can be implemented with affordable, commercially available illumination sources, optics, and detectors. BeRST 1 is well-tolerated in cultures of rat hippocampal neurons and provides exceptional optical recording fidelity, as judged by dual fluorescence imaging and patch-clamp electrophysiology. We developed a semi-automated spike-picking program to reduce user bias when calling action potentials and used this in conjunction with BeRST 1 to develop an optical spike and connectivity analysis (OSCA) for high-throughput dissection of neuronal activity dynamics. The high temporal resolution of BeRST 1 enables dissection of firing rate changes in response to acute, pharmacological interventions with commonly used inhibitors like gabazine and picrotoxin. Over longer periods of time, BeRST 1 also tracks chronic perturbations to neurons exposed to amyloid beta 1-42 (Aβ 1-42), revealing modest changes to spiking frequency but profound changes to overall network connectivity. Finally, we use OSCA to track changes in neuronal connectivity during maturation in culture, providing a functional readout of network assembly. We envision that use of BeRST 1 and OSCA described here will be of use to the broad neuroscience community.
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Affiliation(s)
- Alison S. Walker
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, United States
- Department of Molecular & Cell Biology, University of California, Berkeley, Berkeley, CA, United States
- Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, CA, United States
| | - Benjamin K. Raliski
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, United States
| | - Kaveh Karbasi
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, United States
| | - Patrick Zhang
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, United States
| | - Kate Sanders
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, United States
| | - Evan W. Miller
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, United States
- Department of Molecular & Cell Biology, University of California, Berkeley, Berkeley, CA, United States
- Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, CA, United States
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11
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Sun Z, Südhof TC. A simple Ca 2+-imaging approach to neural network analyses in cultured neurons. J Neurosci Methods 2020; 349:109041. [PMID: 33340555 DOI: 10.1016/j.jneumeth.2020.109041] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 12/08/2020] [Accepted: 12/11/2020] [Indexed: 12/20/2022]
Abstract
BACKGROUND Ca2+-imaging is a powerful tool to measure neuronal dynamics and network activity. To monitor network-level changes in cultured neurons, neuronal activity is often evoked by electrical or optogenetic stimulation and assessed using multi-electrode arrays or sophisticated imaging. Although such approaches allow detailed network analyses, multi-electrode arrays lack single-cell precision, whereas optical physiology generally requires advanced instrumentation that may not be universally available. NEW METHOD Here we developed a simple, stimulation-free protocol with associated Matlab algorithms that enables scalable analyses of spontaneous network activity in cultured human and mouse neurons. The approach allows analysis of the overall network activity and of single-neuron dynamics, and is amenable to screening purposes. RESULTS We validated the new protocol by assessing human neurons with a heterozygous conditional deletion of Munc18-1, and mouse neurons with a homozygous conditional deletion of neurexins. The approach described enabled identification of differential changes in these mutant neurons, allowing quantifications of the synchronous firing rate at the network level and of the amplitude and frequency of Ca2+-spikes at the single-neuron level. These results demonstrate the utility of the approach. COMPARISION WITH EXISTING METHODS Compared with current imaging platforms, our method is simple, scalable, accessible, and easy to implement. It enables quantification of more detailed parameters than multi-electrode arrays, but does not have the resolution and depth of more sophisticated yet labour-intensive methods, such as patch-clamp electrophysiology. CONCLUSION The method reported here is scalable for a rapid direct assessment of neuronal function in culture, and can be applied to both human and mouse neurons. Thus, the method can serve as a basis for phenotypical analysis of mutations and for drug discovery efforts.
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Affiliation(s)
- Zijun Sun
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA 94305, USA; Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA 94305, USA.
| | - Thomas C Südhof
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA 94305, USA; Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
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Coussens NP, Sittampalam GS, Jonson SG, Hall MD, Gorby HE, Tamiz AP, McManus OB, Felder CC, Rasmussen K. The Opioid Crisis and the Future of Addiction and Pain Therapeutics. J Pharmacol Exp Ther 2019; 371:396-408. [PMID: 31481516 DOI: 10.1124/jpet.119.259408] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Accepted: 08/29/2019] [Indexed: 12/26/2022] Open
Abstract
Opioid misuse and addiction are a public health crisis resulting in debilitation, deaths, and significant social and economic impact. Curbing this crisis requires collaboration among academic, government, and industrial partners toward the development of effective nonaddictive pain medications, interventions for opioid overdose, and addiction treatments. A 2-day meeting, The Opioid Crisis and the Future of Addiction and Pain Therapeutics: Opportunities, Tools, and Technologies Symposium, was held at the National Institutes of Health (NIH) to address these concerns and to chart a collaborative path forward. The meeting was supported by the NIH Helping to End Addiction Long-TermSM (HEAL) Initiative, an aggressive, trans-agency effort to speed scientific solutions to stem the national opioid crisis. The event was unique in bringing together two research disciplines, addiction and pain, in order to create a forum for crosscommunication and collaboration. The output from the symposium will be considered by the HEAL Initiative; this article summarizes the scientific presentations and key takeaways. Improved understanding of the etiology of acute and chronic pain will enable the discovery of novel targets and regulatable pain circuits for safe and effective therapeutics, as well as relevant biomarkers to ensure adequate testing in clinical trials. Applications of improved technologies including reagents, assays, model systems, and validated probe compounds will likely increase the delivery of testable hypotheses and therapeutics to enable better health outcomes for patients. The symposium goals were achieved by increasing interdisciplinary collaboration to accelerate solutions for this pressing public health challenge and provide a framework for focused efforts within the research community. SIGNIFICANCE STATEMENT: This article summarizes key messages and discussions resulting from a 2-day symposium focused on challenges and opportunities in developing addiction- and pain-related medications. Speakers and attendees came from 40 states in the United States and 15 countries, bringing perspectives from academia, industry, government, and healthcare by researchers, clinicians, regulatory experts, and patient advocates.
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Affiliation(s)
- Nathan P Coussens
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland (N.P.C., G.S.S., S.G.J., M.D.H.); Orvos Communications, LLC (H.E.G.); National Institute of Neurologic Disorders and Stroke (A.P.T.) and National Institute on Drug Abuse (K.R.), National Institutes of Health, Bethesda, Maryland; Q-State Biosciences, Cambridge, Massachusetts (O.B.M.); and VP Discovery Research, Karuna Therapeutics, Boston, Massachusetts (C.C.F.)
| | - G Sitta Sittampalam
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland (N.P.C., G.S.S., S.G.J., M.D.H.); Orvos Communications, LLC (H.E.G.); National Institute of Neurologic Disorders and Stroke (A.P.T.) and National Institute on Drug Abuse (K.R.), National Institutes of Health, Bethesda, Maryland; Q-State Biosciences, Cambridge, Massachusetts (O.B.M.); and VP Discovery Research, Karuna Therapeutics, Boston, Massachusetts (C.C.F.)
| | - Samantha G Jonson
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland (N.P.C., G.S.S., S.G.J., M.D.H.); Orvos Communications, LLC (H.E.G.); National Institute of Neurologic Disorders and Stroke (A.P.T.) and National Institute on Drug Abuse (K.R.), National Institutes of Health, Bethesda, Maryland; Q-State Biosciences, Cambridge, Massachusetts (O.B.M.); and VP Discovery Research, Karuna Therapeutics, Boston, Massachusetts (C.C.F.)
| | - Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland (N.P.C., G.S.S., S.G.J., M.D.H.); Orvos Communications, LLC (H.E.G.); National Institute of Neurologic Disorders and Stroke (A.P.T.) and National Institute on Drug Abuse (K.R.), National Institutes of Health, Bethesda, Maryland; Q-State Biosciences, Cambridge, Massachusetts (O.B.M.); and VP Discovery Research, Karuna Therapeutics, Boston, Massachusetts (C.C.F.)
| | - Heather E Gorby
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland (N.P.C., G.S.S., S.G.J., M.D.H.); Orvos Communications, LLC (H.E.G.); National Institute of Neurologic Disorders and Stroke (A.P.T.) and National Institute on Drug Abuse (K.R.), National Institutes of Health, Bethesda, Maryland; Q-State Biosciences, Cambridge, Massachusetts (O.B.M.); and VP Discovery Research, Karuna Therapeutics, Boston, Massachusetts (C.C.F.)
| | - Amir P Tamiz
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland (N.P.C., G.S.S., S.G.J., M.D.H.); Orvos Communications, LLC (H.E.G.); National Institute of Neurologic Disorders and Stroke (A.P.T.) and National Institute on Drug Abuse (K.R.), National Institutes of Health, Bethesda, Maryland; Q-State Biosciences, Cambridge, Massachusetts (O.B.M.); and VP Discovery Research, Karuna Therapeutics, Boston, Massachusetts (C.C.F.)
| | - Owen B McManus
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland (N.P.C., G.S.S., S.G.J., M.D.H.); Orvos Communications, LLC (H.E.G.); National Institute of Neurologic Disorders and Stroke (A.P.T.) and National Institute on Drug Abuse (K.R.), National Institutes of Health, Bethesda, Maryland; Q-State Biosciences, Cambridge, Massachusetts (O.B.M.); and VP Discovery Research, Karuna Therapeutics, Boston, Massachusetts (C.C.F.)
| | - Christian C Felder
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland (N.P.C., G.S.S., S.G.J., M.D.H.); Orvos Communications, LLC (H.E.G.); National Institute of Neurologic Disorders and Stroke (A.P.T.) and National Institute on Drug Abuse (K.R.), National Institutes of Health, Bethesda, Maryland; Q-State Biosciences, Cambridge, Massachusetts (O.B.M.); and VP Discovery Research, Karuna Therapeutics, Boston, Massachusetts (C.C.F.)
| | - Kurt Rasmussen
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland (N.P.C., G.S.S., S.G.J., M.D.H.); Orvos Communications, LLC (H.E.G.); National Institute of Neurologic Disorders and Stroke (A.P.T.) and National Institute on Drug Abuse (K.R.), National Institutes of Health, Bethesda, Maryland; Q-State Biosciences, Cambridge, Massachusetts (O.B.M.); and VP Discovery Research, Karuna Therapeutics, Boston, Massachusetts (C.C.F.)
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Shiri Z, Simorgh S, Naderi S, Baharvand H. Optogenetics in the Era of Cerebral Organoids. Trends Biotechnol 2019; 37:1282-1294. [PMID: 31227305 DOI: 10.1016/j.tibtech.2019.05.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Revised: 05/18/2019] [Accepted: 05/23/2019] [Indexed: 02/08/2023]
Abstract
The human brain has been deemed the most complex organ and has captivated neuroscientists for decades. Most studies of this organ have relied on reductionist model systems. Although all model systems are essentially wrong, cerebral organoids so far represent the closest recapitulation of human brain development and disease both in terms of cell diversity and organization. The optogenetic technique can be used in this context to study the functional neuroanatomy of the brain, to examine the neural circuits, and to determine the etiology of neurological disorders. In this opinion article, we suggest ways in which optogenetics can be combined with cerebral organoids to allow unprecedented precision and accuracy in studying normal and aberrant neurodevelopmental processes and, as well, neurodegenerative diseases.
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Affiliation(s)
- Zahra Shiri
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Susan Simorgh
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Somayeh Naderi
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Hossein Baharvand
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran; Department of Developmental Biology, University of Science and Culture, Tehran, Iran.
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