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Davis-Anderson K, Micheva-Viteva S, Solomon E, Hovde B, Cirigliano E, Harris J, Twary S, Iyer R. CRISPR/Cas9 Directed Reprogramming of iPSC for Accelerated Motor Neuron Differentiation Leads to Dysregulation of Neuronal Fate Patterning and Function. Int J Mol Sci 2023; 24:16161. [PMID: 38003351 PMCID: PMC10671572 DOI: 10.3390/ijms242216161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 10/26/2023] [Accepted: 11/02/2023] [Indexed: 11/26/2023] Open
Abstract
Neurodegeneration causes a significant disease burden and there are few therapeutic interventions available for reversing or slowing the disease progression. Induced pluripotent stem cells (iPSCs) hold significant potential since they are sourced from adult tissue and have the capacity to be differentiated into numerous cell lineages, including motor neurons. This differentiation process traditionally relies on cell lineage patterning factors to be supplied in the differentiation media. Genetic engineering of iPSC with the introduction of recombinant master regulators of motor neuron (MN) differentiation has the potential to shorten and streamline cell developmental programs. We have established stable iPSC cell lines with transient induction of exogenous LHX3 and ISL1 from the Tet-activator regulatory region and have demonstrated that induction of the transgenes is not sufficient for the development of mature MNs in the absence of neuron patterning factors. Comparative global transcriptome analysis of MN development from native and Lhx-ISL1 modified iPSC cultures demonstrated that the genetic manipulation helped to streamline the neuronal patterning process. However, leaky gene expression of the exogenous MN master regulators in iPSC resulted in the premature activation of genetic pathways characteristic of the mature MN function. Dysregulation of metabolic and regulatory pathways within the developmental process affected the MN electrophysiological responses.
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Affiliation(s)
- Katie Davis-Anderson
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM 87544, USA; (K.D.-A.); (E.S.)
| | - Sofiya Micheva-Viteva
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM 87544, USA; (K.D.-A.); (E.S.)
| | - Emilia Solomon
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM 87544, USA; (K.D.-A.); (E.S.)
| | - Blake Hovde
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM 87544, USA; (K.D.-A.); (E.S.)
| | - Elisa Cirigliano
- Department of Psychology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Jennifer Harris
- Information Systems and Modeling Division, Los Alamos National Laboratory, Los Alamos, NM 87544, USA
| | - Scott Twary
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM 87544, USA; (K.D.-A.); (E.S.)
| | - Rashi Iyer
- Physical Chemistry and Applied Spectroscopy, Los Alamos National Laboratory, Los Alamos, NM 87544, USA
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Strickland JB, Davis-Anderson K, Micheva-Viteva S, Twary S, Iyer R, Harris JF, Solomon EA. Optimization of Application-Driven Development of In Vitro Neuromuscular Junction Models. Tissue Eng Part B Rev 2022; 28:1180-1191. [PMID: 35018825 PMCID: PMC9805869 DOI: 10.1089/ten.teb.2021.0204] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Neuromuscular junctions (NMJs) are specialized synapses responsible for signal transduction between motor neurons (MNs) and skeletal muscle tissue. Malfunction at this site can result from developmental disorders, toxic environmental exposures, and neurodegenerative diseases leading to severe neurological dysfunction. Exploring these conditions in human or animal subjects is restricted by ethical concerns and confounding environmental factors. Therefore, in vitro NMJ models provide exciting opportunities for advancements in tissue engineering. In the last two decades, multiple NMJ prototypes and platforms have been reported, and each model system design is strongly tied to a specific application: exploring developmental physiology, disease modeling, or high-throughput screening. Directing the differentiation of stem cells into mature MNs and/or skeletal muscle for NMJ modeling has provided critical cues to recapitulate early-stage development. Patient-derived inducible pluripotent stem cells provide a personalized approach to investigating NMJ disease, especially when disease etiology cannot be resolved down to a specific gene mutation. Having reproducible NMJ culture replicates is useful for high-throughput screening to evaluate drug toxicity and determine the impact of environmental threat exposures. Cutting-edge bioengineering techniques have propelled this field forward with innovative microfabrication and design approaches allowing both two-dimensional and three-dimensional NMJ culture models. Many of these NMJ systems require further validation for broader application by regulatory agencies, pharmaceutical companies, and the general research community. In this summary, we present a comprehensive review on the current state-of-art research in NMJ models and discuss their ability to provide valuable insight into cell and tissue interactions. Impact statement In vitro neuromuscular junction (NMJ) models reveal the specialized mechanisms of communication between neurons and muscle tissue. This site can be disrupted by developmental disorders, toxic environmental exposures, or neurodegenerative diseases, which often lead to fatal outcomes and is therefore of critical importance to the medical community. Many bioengineering approaches for in vitro NMJ modeling have been designed to mimic development and disease; other approaches include in vitro NMJ models for high-throughput toxicology screening, providing a platform to limit or replace animal testing. This review describes various NMJ applications and the bioengineering advancements allowing for human NMJ characteristics to be more accurately recapitulated. While the extensive range of NMJ device structures has hindered standardization attempts, there is still a need to harmonize these devices for broader application and to continue advancing the field of NMJ modeling.
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Affiliation(s)
- Julie B. Strickland
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, New Mexico, USA
| | - Katie Davis-Anderson
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, New Mexico, USA
| | | | - Scott Twary
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, New Mexico, USA
| | - Rashi Iyer
- Information System and Modeling, Los Alamos National Laboratory, Los Alamos, New Mexico, USA
| | | | - Emilia A. Solomon
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, New Mexico, USA.,Address correspondence to: Emilia A. Solomon, PhD, Bioscience Division, Los Alamos National Laboratory, PO Box 1663 MS M888, Los Alamos, NM 87545, USA
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Velappan N, Davis-Anderson K, Deshpande A. Warning Signs of Potential Black Swan Outbreaks in Infectious Disease. Front Microbiol 2022; 13:845572. [PMID: 35283852 PMCID: PMC8908372 DOI: 10.3389/fmicb.2022.845572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 12/30/2021] [Accepted: 01/13/2022] [Indexed: 11/13/2022] Open
Abstract
Black swan events in infectious disease describe rare but devastatingly large outbreaks. While experts are skeptical that such events are predictable, it might be possible to identify the warning signs of a black swan event. Specifically, following the initiation of an outbreak, key differentiating features could serve as alerts. Such features could be derived from meta-analyses of large outbreaks for multiple infectious diseases. We hypothesized there may be common features among the pathogen, environment, and host epidemiological triad that characterize an infectious disease black swan event. Using Los Alamos National Laboratory’s tool, Analytics for Investigation of Disease Outbreaks, we investigated historical disease outbreak information and anomalous events for several infectious diseases. By studying 32 different infectious diseases and global outbreaks, we observed that in the past 20–30 years, there have been potential black swan events in the majority of infectious diseases analyzed. Importantly, these potential black swan events cannot be attributed to the first introduction of the disease to a susceptible host population. This paper describes our observations and perspectives and illustrates the value of broad analysis of data across the infectious disease realm, providing insights that may not be possible when we focus on singular infectious agents or diseases. Data analytics could be developed to warn health authorities at the beginning of an outbreak of an impending black swan event. Such tools could complement traditional epidemiological modeling to help forecast future large outbreaks and facilitate timely warning and effective, targeted resource allocation for mitigation efforts.
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Affiliation(s)
- Nileena Velappan
- Biosecurity and Public Health, Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM, United States
| | - Katie Davis-Anderson
- Biosecurity and Public Health, Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM, United States
| | - Alina Deshpande
- Biosecurity and Public Health, Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM, United States
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Solomon E, Davis-Anderson K, Hovde B, Micheva-Viteva S, Harris JF, Twary S, Iyer R. Global transcriptome profile of the developmental principles of in vitro iPSC-to-motor neuron differentiation. BMC Mol Cell Biol 2021; 22:13. [PMID: 33602141 PMCID: PMC7893891 DOI: 10.1186/s12860-021-00343-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [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: 10/28/2020] [Accepted: 01/11/2021] [Indexed: 12/30/2022] Open
Abstract
Background Human induced pluripotent stem cells (iPSC) have opened new avenues for regenerative medicine. Consequently, iPSC-derived motor neurons have emerged as potentially viable therapies for spinal cord injuries and neurodegenerative disorders including Amyotrophic Lateral Sclerosis. However, direct clinical application of iPSC bears in itself the risk of tumorigenesis and other unforeseeable genetic or epigenetic abnormalities. Results Employing RNA-seq technology, we identified and characterized gene regulatory networks triggered by in vitro chemical reprogramming of iPSC into cells with the molecular features of motor neurons (MNs) whose function in vivo is to innervate effector organs. We present meta-transcriptome signatures of 5 cell types: iPSCs, neural stem cells, motor neuron progenitors, early motor neurons, and mature motor neurons. In strict response to the chemical stimuli, along the MN differentiation axis we observed temporal downregulation of tumor growth factor-β signaling pathway and consistent activation of sonic hedgehog, Wnt/β-catenin, and Notch signaling. Together with gene networks defining neuronal differentiation (neurogenin 2, microtubule-associated protein 2, Pax6, and neuropilin-1), we observed steady accumulation of motor neuron-specific regulatory genes, including Islet-1 and homeobox protein HB9. Interestingly, transcriptome profiling of the differentiation process showed that Ca2+ signaling through cAMP and LPC was downregulated during the conversion of the iPSC to neural stem cells and key regulatory gene activity of the pathway remained inhibited until later stages of motor neuron formation. Pathways shaping the neuronal development and function were well-represented in the early motor neuron cells including, neuroactive ligand-receptor interactions, axon guidance, and the cholinergic synapse formation. A notable hallmark of our in vitro motor neuron maturation in monoculture was the activation of genes encoding G-coupled muscarinic acetylcholine receptors and downregulation of the ionotropic nicotinic acetylcholine receptors expression. We observed the formation of functional neuronal networks as spontaneous oscillations in the extracellular action potentials recorded on multi-electrode array chip after 20 days of differentiation. Conclusions Detailed transcriptome profile of each developmental step from iPSC to motor neuron driven by chemical induction provides the guidelines to novel therapeutic approaches in the re-construction efforts of muscle innervation. Supplementary Information The online version contains supplementary material available at 10.1186/s12860-021-00343-z.
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Affiliation(s)
- Emilia Solomon
- Los Alamos National Laboratory, Bioscience Division, Los Alamos, NM, USA
| | | | - Blake Hovde
- Los Alamos National Laboratory, Bioscience Division, Los Alamos, NM, USA
| | | | | | - Scott Twary
- Los Alamos National Laboratory, Bioscience Division, Los Alamos, NM, USA
| | - Rashi Iyer
- Los Alamos National Laboratory, Analytics, Intelligence, and Technology Division, Los Alamos, NM, USA.
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Hraber P, O'Maille PE, Silberfarb A, Davis-Anderson K, Generous N, McMahon BH, Fair JM. Resources to Discover and Use Short Linear Motifs in Viral Proteins. Trends Biotechnol 2020; 38:113-127. [PMID: 31427097 PMCID: PMC7114124 DOI: 10.1016/j.tibtech.2019.07.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 07/11/2019] [Accepted: 07/15/2019] [Indexed: 12/23/2022]
Abstract
Viral proteins evade host immune function by molecular mimicry, often achieved by short linear motifs (SLiMs) of three to ten consecutive amino acids (AAs). Motif mimicry tolerates mutations, evolves quickly to modify interactions with the host, and enables modular interactions with protein complexes. Host cells cannot easily coordinate changes to conserved motif recognition and binding interfaces under selective pressure to maintain critical signaling pathways. SLiMs offer potential for use in synthetic biology, such as better immunogens and therapies, but may also present biosecurity challenges. We survey viral uses of SLiMs to mimic host proteins, and information resources available for motif discovery. As the number of examples continues to grow, knowledge management tools are essential to help organize and compare new findings.
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Affiliation(s)
- Peter Hraber
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM 87545, USA.
| | - Paul E O'Maille
- Biosciences Division, SRI International, 333 Ravenswood Ave, Menlo Park, CA 94025, USA
| | - Andrew Silberfarb
- Artificial Intelligence Center, SRI International, 333 Ravenswood Ave, Menlo Park, CA 94025, USA
| | - Katie Davis-Anderson
- Biosecurity and Public Health, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Nicholas Generous
- Global Security Directorate, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Benjamin H McMahon
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Jeanne M Fair
- Biosecurity and Public Health, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
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Naik VD, Davis-Anderson K, Subramanian K, Lunde-Young R, Nemec MJ, Ramadoss J. Mechanisms Underlying Chronic Binge Alcohol Exposure-Induced Uterine Artery Dysfunction in Pregnant Rat. Alcohol Clin Exp Res 2018; 42:682-690. [PMID: 29363778 DOI: 10.1111/acer.13602] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Accepted: 01/16/2018] [Indexed: 01/17/2023]
Abstract
BACKGROUND A cardinal feature of fetal alcohol syndrome is growth restriction. Maternal uterine artery adaptations to pregnancy correlate with birthweight and survival. We hypothesized that gestational binge alcohol exposure impairs maternal uterine vascular function, affecting endothelial nitric oxide (NO)-mediated vasodilation. METHODS Pregnant rats grouped as pair-fed control or binge alcohol exposed received a once-daily, orogastric gavage of isocaloric maltose-dextrin or alcohol, respectively. On gestational day 20, primary uterine arteries were isolated, cannulated, and connected to a pressure transducer, and functional studies were conducted by dual-chamber arteriography. Uterine arteries maintained at constant intramural pressure (90 mm Hg) were maximally constricted with thromboxane, and a dose-response for acetylcholine (Ach) was recorded. RESULTS The alcohol group exhibited significantly impaired endothelium-dependent, Ach-induced uterine artery relaxation (↓∼30%). Subsequently, a dose-response was recorded following inhibition of endothelium-derived hyperpolarizing factor (apamin and TRAM-34) and prostacyclin (indomethacin). Ach-induced relaxation in the pair-fed control decreased by ~46%, and interestingly, relaxation in alcohol group further decreased by an additional ~48%, demonstrating that gestational binge alcohol impairs the NO system in the primary uterine artery. An endothelium-independent sodium nitroprusside effect was not observed. Immunoblotting indicated that alcohol decreased the level of endothelial excitatory P-Ser1177 endothelial NO synthase (eNOS) (p < 0.05) and total eNOS expression (p < 0.05) compared to both the normal and pair-fed controls. P-Ser1177 eNOS level was also confirmed by immunofluorescence imaging. CONCLUSIONS This is the first study to demonstrate maternal binge alcohol consumption during pregnancy disrupts uterine artery vascular function via impairment of the eNOS vasodilatory system.
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Affiliation(s)
- Vishal D Naik
- Department of Veterinary Physiology and Pharmacology, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, Texas
| | - Katie Davis-Anderson
- Department of Veterinary Physiology and Pharmacology, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, Texas
| | - Kaviarasan Subramanian
- Department of Obstetrics and Gynecology, University of Texas Medical Branch, Galveston, Texas
| | - Raine Lunde-Young
- Department of Veterinary Physiology and Pharmacology, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, Texas
| | - Matthew J Nemec
- Department of Veterinary Physiology and Pharmacology, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, Texas
| | - Jayanth Ramadoss
- Department of Veterinary Physiology and Pharmacology, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, Texas
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Lunde-Young R, Davis-Anderson K, Naik V, Nemec M, Wu G, Ramadoss J. Regional dysregulation of taurine and related amino acids in the fetal rat brain following gestational alcohol exposure. Alcohol 2018; 66:27-33. [PMID: 29127884 DOI: 10.1016/j.alcohol.2017.07.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Revised: 07/21/2017] [Accepted: 07/24/2017] [Indexed: 12/15/2022]
Abstract
The fetal brain exhibits exquisite alcohol-induced regional neuronal vulnerability. A candidate mechanism for alcohol-mediated brain deficits is disruption of amino acid (AA) bioavailability. AAs are vitally important for proper neurodevelopment, as they comprise the most abundant neurotransmitters in the brain and act as neurotransmitter precursors, nitric oxide donors, antioxidants, and neurotrophic factors, which induce synaptogenesis, neuronal proliferation, and migration. We hypothesized that gestational alcohol alters brain AA concentrations, disrupts AAs associated with neuropathogenesis, and that alterations are region-specific. We assigned pregnant Sprague-Dawley rats to either a pair-fed control or a binge alcohol treatment group on gestational day (GD) 4. Alcohol animals were acclimatized via a once-daily orogastric gavage of a 4.5 g/kg alcohol dose from GD 5-10, and progressed to a 6 g/kg alcohol dose from GD 11-20. Pair-fed animals received isocaloric maltose dextrin (once daily; GD 5-20). Fetal cerebral cortex, cerebellum, and hippocampus were collected on GD 21. Following collection, Fluorometric High Performance Liquid Chromatography (HPLC) involving pre-column derivatization with o-phthaldialdehyde quantified regional content of 22 AAs. Chronic binge alcohol administration to pregnant dams regionally altered AA concentrations in all three structures, with the cerebral cortex exhibiting the least vulnerability and the hippocampus exhibiting maximal vulnerability. We conjecture that the AA imbalances observed in this study are critically implicated in pathological and compensatory processes occurring in the brain in response to gestational alcohol exposure.
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