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Marino A, Di Fraia D, Panfilova D, Sahu AK, Minetti A, Omrani O, Cirri E, Ori A. Aging and diet alter the protein ubiquitylation landscape in the mouse brain. Nat Commun 2025; 16:5266. [PMID: 40480969 PMCID: PMC12144301 DOI: 10.1038/s41467-025-60542-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Accepted: 05/25/2025] [Indexed: 06/11/2025] Open
Abstract
Post-translational modifications (PTMs) regulate protein homeostasis, but how aging impacts PTMs remains unclear. Here, we used mass spectrometry to reveal changes in hundreds of protein ubiquitylation, acetylation, and phosphorylation sites in the mouse aging brain. We show that aging has a major impact on protein ubiquitylation. 29% of the quantified ubiquitylation sites were affected independently of protein abundance, indicating altered PTM stoichiometry. Using iPSC-derived neurons, we estimated that 35% of ubiquitylation changes observed in the aged brain can be attributed to reduced proteasome activity. Finally, we tested whether protein ubiquitylation in the brain can be influenced by dietary intervention. We found that one cycle of dietary restriction and re-feeding modifies the brain ubiquitylome, rescuing some but exacerbating other ubiquitylation changes observed in old brains. Our findings reveal an age-dependent ubiquitylation signature modifiable by dietary intervention, providing insights into mechanisms of protein homeostasis impairment and highlighting potential biomarkers of brain aging.
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Affiliation(s)
- Antonio Marino
- Leibniz Institute on Aging-Fritz Lipmann Institute (FLI), Jena, Germany
- Proteomics Research Infrastructure, University of Copenhagen, Copenhagen, Denmark
| | - Domenico Di Fraia
- Leibniz Institute on Aging-Fritz Lipmann Institute (FLI), Jena, Germany
- Department of Biology, University of Rochester, Rochester, NY, USA
| | - Diana Panfilova
- Leibniz Institute on Aging-Fritz Lipmann Institute (FLI), Jena, Germany
- UNIL-Université de Lausanne, Lausanne, Switzerland
| | - Amit Kumar Sahu
- Leibniz Institute on Aging-Fritz Lipmann Institute (FLI), Jena, Germany
| | - Alberto Minetti
- Leibniz Institute on Aging-Fritz Lipmann Institute (FLI), Jena, Germany
| | - Omid Omrani
- Leibniz Institute on Aging-Fritz Lipmann Institute (FLI), Jena, Germany
| | - Emilio Cirri
- Leibniz Institute on Aging-Fritz Lipmann Institute (FLI), Jena, Germany
| | - Alessandro Ori
- Leibniz Institute on Aging-Fritz Lipmann Institute (FLI), Jena, Germany.
- Genentech Inc., South San Francisco, CA, USA.
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2
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Arnold FJ, Cui Y, Michels S, Colwin MR, Stockford CM, Ye W, Maheswari Jawahar V, Jansen-West K, Philippe J, Gulia R, Gou Y, Tam OH, Menon S, Situ WG, Cazarez SL, Zandi A, Ehsani KC, Howard S, Dickson DW, Gale Hammell M, Prudencio M, Petrucelli L, Li W, La Spada AR. TDP-43 dysregulation of polyadenylation site selection is a defining feature of RNA misprocessing in amyotrophic lateral sclerosis and frontotemporal dementia. J Clin Invest 2025; 135:e182088. [PMID: 40454469 PMCID: PMC12126230 DOI: 10.1172/jci182088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 04/01/2025] [Indexed: 06/11/2025] Open
Abstract
Nuclear clearance and cytoplasmic aggregation of TAR DNA-binding protein 43 (TDP-43) are observed in many neurodegenerative disorders, including amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD). Although TDP-43 dysregulation of splicing has emerged as a key event in these diseases, TDP-43 can also regulate polyadenylation; yet this has not been adequately studied. Here, we applied the dynamic analysis of polyadenylation from an RNA-Seq (DaPars) tool to ALS/FTD transcriptome datasets and report extensive alternative polyadenylation (APA) upon TDP-43 alteration in ALS/FTD cell models and postmortem ALS/FTD neuronal nuclei. Importantly, many identified APA genes highlight pathways implicated in ALS/FTD pathogenesis. To determine the functional relevance of APA elicited by TDP-43 nuclear depletion, we examined microtubule affinity regulating kinase 3 (MARK3). Nuclear loss of TDP-43 yielded increased expression of MARK3 transcripts with longer 3' UTRs, corresponding with a change in the subcellular distribution of MARK3 and increased neuronal tau S262 phosphorylation. Our findings define changes in polyadenylation site selection as a previously understudied feature of TDP-43-driven disease pathology in ALS/FTD and highlight a potentially important mechanistic link between TDP-43 dysfunction and tau regulation.
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Affiliation(s)
| | - Ya Cui
- Department of Biological Chemistry, University of California, Irvine, Irvine, California, USA
| | - Sebastian Michels
- Department of Pathology & Laboratory Medicine and
- Department of Neurology, University of Ulm, Ulm, Germany
| | | | | | - Wenbin Ye
- Department of Biological Chemistry, University of California, Irvine, Irvine, California, USA
| | | | | | | | | | - Yunzi Gou
- Department of Pathology & Laboratory Medicine and
| | - Oliver H. Tam
- Institute for Systems Genetics, NYU Langone Health, New York, New York, USA
- Department of Neuroscience & Physiology, NYU Grossman School of Medicine, New York, New York, USA
| | - Sneha Menon
- Department of Pathology & Laboratory Medicine and
| | | | | | - Aryan Zandi
- Department of Pathology & Laboratory Medicine and
| | | | | | - Dennis W. Dickson
- Department of Neuroscience, Mayo Clinic, Jacksonville, Florida, USA
- Neuroscience Graduate Program, Mayo Graduate School, Mayo Clinic College of Medicine, Jacksonville, Florida, USA
| | - Molly Gale Hammell
- Institute for Systems Genetics, NYU Langone Health, New York, New York, USA
- Department of Neuroscience & Physiology, NYU Grossman School of Medicine, New York, New York, USA
| | - Mercedes Prudencio
- Department of Neuroscience, Mayo Clinic, Jacksonville, Florida, USA
- Neuroscience Graduate Program, Mayo Graduate School, Mayo Clinic College of Medicine, Jacksonville, Florida, USA
| | - Leonard Petrucelli
- Department of Neuroscience, Mayo Clinic, Jacksonville, Florida, USA
- Neuroscience Graduate Program, Mayo Graduate School, Mayo Clinic College of Medicine, Jacksonville, Florida, USA
| | - Wei Li
- Department of Biological Chemistry, University of California, Irvine, Irvine, California, USA
| | - Albert R. La Spada
- Department of Pathology & Laboratory Medicine and
- Department of Biological Chemistry, University of California, Irvine, Irvine, California, USA
- Department of Neurology
- Department of Neurobiology & Behavior, and
- UCI Center for Neurotherapeutics, University of California, Irvine, Irvine, California, USA
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3
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Selfa Aspiroz L, Mennecozzi M, Batlle L, Corneo B, Healy L, Kotter M, Kurtz A, Ludwig TE, Mummery C, Pera M, Stacey GN, Tristan CA, Whelan M. Promoting the adoption of best practices and standards to enhance quality and reproducibility of stem cell research. Stem Cell Reports 2025:102531. [PMID: 40513566 DOI: 10.1016/j.stemcr.2025.102531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Revised: 05/09/2025] [Accepted: 05/12/2025] [Indexed: 06/16/2025] Open
Abstract
Advancing the use of human stem cell-based models on preclinical and regulatory testing fields requires the performance of rigorous and reproducible research. Quality standards and reporting best practices should be promoted to ensure the reliability and translatability of stem cell models and results. Strategies to increase awareness and implementation of best practices and standards will require training initiatives and collaboration across relevant stakeholders. Overall, improving the quality and reproducibility of stem cell-based models and methods through best practices and standards will accelerate their adoption in industrial and regulatory contexts and ultimately drive the development of effective therapies and safer chemicals.
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Affiliation(s)
| | | | - Laura Batlle
- Tissue Engineering Unit, Center for Genomic Regulation (CRG), Barcelona, Spain
| | | | - Lyn Healy
- Human Embryo and Stem Cell Unit, Human Biology Facility, The Francis Crick Institute, London, UK
| | - Mark Kotter
- University of Cambridge and bit.bio Ltd, Cambridge, UK
| | - Andreas Kurtz
- Berlin Institute of Health at Charite, Center for Regenerative Therapies, Berlin, Germany
| | - Tenneille E Ludwig
- WiCell Research Institute, Madison, WI, USA; Stem Cell and Regenerative Medicine Center, University of Wisconsin-Madison, Madison, WI, USA
| | - Christine Mummery
- Department of Anatomy and Embryology, Institute of Human Organ and Disease Model Technologies (hDMT), Dept of Anatomy and Embryology, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Glyn N Stacey
- International Stem Cell Biobanking Initiative, Barley, Hertfordshire, UK; National Stem Cell Resource Centre, Institute of Zoology, Chinese Academy of Sciences, Beijing, China; Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, China
| | - Carlos A Tristan
- National Center for Advancing Translational Sciences (NCATS), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), Rockville, MD, USA
| | - Maurice Whelan
- European Commission, Joint Research Centre (JRC), Ispra, Italy
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4
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Beccari MS, Arnold-Garcia O, Baughn MW, Artates JW, McAlonis-Downes M, Lim J, Leyva-Cázares DF, Rubio-Lara HI, Ramirez-Rodriguez A, Bernal-Buenrostro CN, Murgia-Bay B, Rangel CK, Kim DH, Melamed Z, Lutz CM, Lagier-Tourenne C, Corbett KD, López-Erauskin J, Cleveland DW. Stathmin-2 enhances motor axon regeneration after injury independent of its binding to tubulin. Proc Natl Acad Sci U S A 2025; 122:e2502294122. [PMID: 40392845 DOI: 10.1073/pnas.2502294122] [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: 02/09/2025] [Accepted: 04/19/2025] [Indexed: 05/22/2025] Open
Abstract
Stathmin-2 (also known as SCG10) is encoded by the STMN2 gene, whose mRNA is one of the most abundantly expressed in human motor neurons. In almost all instances of ALS and other TDP-43 proteinopathies, stathmin-2 encoding mRNAs are cryptically spliced and polyadenylated in motor neurons, a pathogenic consequence of nuclear loss of function of the RNA binding protein TDP-43. While stathmin-2 has been shown to enhance regeneration after axonal injury to axons of cultured motor neurons, here, we show that after crush injury within the adult murine nervous system of wild-type or stathmin-2-null mice, the presence of stathmin-2 reduces axonal and neuromuscular junction degeneration and stimulates reinnervation and functional recovery. Mechanistically, although stathmin-2 has been proposed to function through direct binding to α/β tubulin heterodimers and correspondingly to affect microtubule assembly and dynamics, stathmin-2's role in axon regeneration after axotomy is shown to be independent of its tubulin binding abilities.
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Affiliation(s)
- Melinda S Beccari
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
| | - Olatz Arnold-Garcia
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
- Department of Neurosciences, Biogipuzkoa Health Research Institute, San Sebastián 20014, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Carlos III Institute (ISCIII), Spanish Ministry of Sciences and Innovation, Madrid 28029, Spain
| | - Michael W Baughn
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
| | - Jonathan W Artates
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
| | - Melissa McAlonis-Downes
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
| | - Jaisen Lim
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
| | - Dulce Fernanda Leyva-Cázares
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
- Programa de Licenciatura en Medicina, Facultad de Medicina y Psicología, Universidad Autónoma de Baja California, Baja California 22427, México
| | - Hugo Isaac Rubio-Lara
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
- Programa de Licenciatura en Medicina, Facultad de Medicina y Psicología, Universidad Autónoma de Baja California, Baja California 22427, México
| | - Andrea Ramirez-Rodriguez
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
- Programa de Licenciatura en Medicina, Facultad de Medicina y Psicología, Universidad Autónoma de Baja California, Baja California 22427, México
| | - Carol N Bernal-Buenrostro
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
- Programa de Licenciatura en Medicina, Facultad de Medicina y Psicología, Universidad Autónoma de Baja California, Baja California 22427, México
| | - Brian Murgia-Bay
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
- Programa de Licenciatura en Medicina, Facultad de Medicina y Psicología, Universidad Autónoma de Baja California, Baja California 22427, México
| | - Carolina K Rangel
- Prinses Maxima Centrum voor Kinderoncologie, Utrecht 3584 CS, The Netherlands
| | - Dong Hyun Kim
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
| | - Ze'ev Melamed
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
- Department of Medical Neurobiology, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 9190500, Israel
| | - Cathleen M Lutz
- Rare Disease Translational Center, The Jackson Laboratory, Bar Harbor, ME 04609
| | - Clotilde Lagier-Tourenne
- Department of Neurology, Sean M. Healey and AMG Center for ALS, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
- Broad Institute of Harvard University and MIT, Cambridge, MA 02142
| | - Kevin D Corbett
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
- Department of Molecular Biology, University of California, San Diego, La Jolla, CA 92093
| | - Jone López-Erauskin
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
| | - Don W Cleveland
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093
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5
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Davidson SM, Andreadou I, Antoniades C, Bartunek J, Basso C, Brundel BJJM, Byrne RA, Chiva-Blanch G, da Costa Martins P, Evans PC, Girão H, Giricz Z, Gollmann-Tepeköylü C, Guzik T, Gyöngyösi M, Hübner N, Joner M, Kleinbongard P, Krieg T, Liehn E, Madonna R, Maguy A, Paillard M, Pesce M, Petersen SE, Schiattarella GG, Sluijter JPG, Steffens S, Streckfuss-Bömeke K, Thielmann M, Tucker A, Van Linthout S, Wijns W, Wojta J, Wu JC, Perrino C. Opportunities and challenges for the use of human samples in translational cardiovascular research: a scientific statement of the ESC Working Group on Cellular Biology of the Heart, the ESC Working Group on Cardiovascular Surgery, the ESC Council on Basic Cardiovascular Science, the ESC Scientists of Tomorrow, the European Association of Percutaneous Cardiovascular Interventions of the ESC, and the Heart Failure Association of the ESC. Cardiovasc Res 2025; 121:702-729. [PMID: 40084813 PMCID: PMC12101359 DOI: 10.1093/cvr/cvaf023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Revised: 09/23/2024] [Accepted: 10/21/2024] [Indexed: 03/16/2025] Open
Abstract
Animal models offer invaluable insights into disease mechanisms but cannot entirely mimic the variability and heterogeneity of human populations, nor the increasing prevalence of multi-morbidity. Consequently, employing human samples-such as whole blood or fractions, valvular and vascular tissues, myocardium, pericardium, or human-derived cells-is essential for enhancing the translational relevance of cardiovascular research. For instance, myocardial tissue slices, which preserve crucial structural and functional characteristics of the human heart, can be used in vitro to examine drug responses. Human blood serves as a rich source of biomarkers, including extracellular vesicles, various types of RNA (miRNA, lncRNA, and circRNAs), circulating inflammatory cells, and endothelial colony-forming cells, facilitating detailed studies of cardiovascular diseases. Primary cardiomyocytes and vascular cells isolated from human tissues are invaluable for mechanistic investigations in vitro. In cases where these are unavailable, human induced pluripotent stem cells serve as effective substitutes, albeit with specific limitations. However, the use of human samples presents challenges such as ethical approvals, tissue procurement and storage, variability in patient genetics and treatment regimens, and the selection of appropriate control samples. Biobanks are central to the efficient use of these scarce and valuable resources. This scientific statement discusses opportunities to implement the use of human samples for cardiovascular research within specific clinical contexts, offers a practical framework for acquiring and utilizing different human materials, and presents examples of human sample applications for specific cardiovascular diseases, providing a valuable resource for clinicians, translational and basic scientists engaged in cardiovascular research.
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Affiliation(s)
- Sean M Davidson
- The Hatter Cardiovascular Institute, University College London, London, UK
| | - Ioanna Andreadou
- School of Pharmacy, National and Kapodistrian University of Athens, Athens, Greece
| | - Charalambos Antoniades
- RDM Division of Cardiovascular Medicine, Acute Multidisciplinary Imaging and Interventional Centre, University of Oxford, Headley Way, Headington, Oxford OX3 9DU, UK
| | - Jozef Bartunek
- Cardiovascular Center Aalst, OLV Hospital, Aalst, Belgium
| | - Cristina Basso
- Department of Cardiac, Thoracic and Vascular Sciences and Public Health, Cardiovascular Pathology, University of Padua, Padua, Italy
| | - Bianca J J M Brundel
- Physiology, Amsterdam UMC Location Vrije Universiteit, Amsterdam Cardiovascular Sciences, Heart Failure and Arrhythmias, Amsterdam, The Netherlands
| | - Robert A Byrne
- Cardiovascular Research Institute Dublin, Mater Private Network, Dublin, Ireland
- School of Pharmacy and Biomolecular Sciences, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Gemma Chiva-Blanch
- Faculty of Health Sciences, Universitat Oberta de Catalunya, Barcelona, Spain
- Department of Endocrinology and Nutrition, August Pi i Sunyer Biomedical Research Institute, Hospital Clínic of Barcelona, Barcelona, Spain
- Biomedical Network Research Centre on Obesity and Nutrition Physiopathology, Instituto de Salud Carlos III, Madrid, Spain
| | - Paula da Costa Martins
- Department of Molecular Genetics, Faculty of Sciences and Engineering, Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
| | - Paul C Evans
- William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Henrique Girão
- Center for Innovative Biomedicine and Biotechnology, Clinical Academic Centre of Coimbra, Faculty of Medicine, University of Coimbra, Coimbra Institute for Clinical and Biomedical Research, Coimbra, Portugal
| | - Zoltan Giricz
- Department of Pharmacology and Pharmacotherapy, Semmelweis University, Budapest, Hungary
| | - Can Gollmann-Tepeköylü
- Department for Cardiac Surgery, Cardiac Regeneration Research, Medical University of Innsbruck, Anichstraße 35 A, 6020 Innsbruck, Austria
| | - Tomasz Guzik
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - Mariann Gyöngyösi
- Department of Internal Medicine II, Medical University of Vienna, Vienna, Austria
| | - Norbert Hübner
- Max Delbrück Center in the Helmholtz Association, Berlin, Germany
- Charite-Universitätsmedizin, Berlin, Germany
- German Center for Cardiovascular Research (DZHK), partner site Berlin, Berlin, Germany
| | - Michael Joner
- Department of Cardiology, German Heart Center Munich, Technical University of Munich, Lazarettstrasse 36, 80636 Munich, Germany
- German Center for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, Munich, Germany
| | - Petra Kleinbongard
- Faculty of Medicine University of Duisburg-Essen, Institute of Pathophysiology, Duisburg-Essen, Germany
| | - Thomas Krieg
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Elisa Liehn
- Institute for Molecular Medicine, University of Southern Denmark, Odense, Denmark
| | - Rosalinda Madonna
- Cardiology Division, Department of Pathology, University of Pisa, Pisa, Italy
| | - Ange Maguy
- Department of Physiology, University of Bern, Bern, Switzerland
| | - Melanie Paillard
- Laboratoire CarMeN—IRIS Team, INSERM, INRA, Université Claude Bernard Lyon-1, Univ-Lyon, 69500 Bron, France
| | - Maurizio Pesce
- Unità di Ingegneria Tissutale Cardiovascolare, Centro Cardiologico Monzino, IRCCS, Milan, Italy
- Department of Aerospace and Mechanical Engineering, Politecnico di Torino, Italy
- Department of Cell Biology, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Steffen E Petersen
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University London, Charterhouse Square, London, UK
- Barts Heart Centre, St Bartholomew’s Hospital, Barts Health NHS Trust, West Smithfield, London, UK
- Health Data Research UK, London, UK
- Alan Turing Institute, London, UK
| | - Gabriele G Schiattarella
- German Center for Cardiovascular Research (DZHK), partner site Berlin, Berlin, Germany
- Department of Advanced Biomedical Sciences, Federico II University, Via Pansini 5, 80131 Naples, Italy
- Deutsches Herzzentrum der Charité (DHZC), Charité-Universitätsmedizin Berlin, Berlin, Germany
- Translational Approaches in Heart Failure and Cardiometabolic Disease, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Joost P G Sluijter
- Department of Cardiology, Laboratory of Experimental Cardiology, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Sabine Steffens
- Institute for Cardiovascular Prevention, Ludwig-Maximilians-Universität, Munich, Germany
- German Center for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, Munich, Germany
| | - Katrin Streckfuss-Bömeke
- Institute of Pharmacology and Toxicology, University of Würzburg, Würzburg, Germany
- Clinic for Cardiology and Pneumology, University Medicine Göttingen, Germany and German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany
| | - Matthias Thielmann
- West-German Heart and Vascular Center, University Duisburg-Essen, Essen, Germany
| | - Art Tucker
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University London, Charterhouse Square, London, UK
- Barts Heart Centre, St Bartholomew’s Hospital, Barts Health NHS Trust, West Smithfield, London, UK
| | - Sophie Van Linthout
- Berlin Institute of Health at Charité, BIH Center for Regenerative Therapies, Universitätmedizin Berlin, Berlin, Germany
- Max Delbrück Center in the Helmholtz Association, Berlin, Germany
| | - William Wijns
- The Lambe Institute for Translational Research and Curam, University of Galway, Galway, Ireland
| | - Johann Wojta
- Department of Internal Medicine II, Medical University of Vienna, Vienna, Austria
- Core Facilities, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute for Cardiovascular Research, Vienna, Austria
| | - Joseph C Wu
- Stanford Cardiovascular Institute, Stanford, CA, USA
| | - Cinzia Perrino
- Department of Advanced Biomedical Sciences, Federico II University, Via Pansini 5, 80131 Naples, Italy
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6
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Chen F, Wang Z, Yao H, Liu Q, Gan Y, Xu S, Bao H, Jin Y, Hu YP, Gao J, Song S, Wang MJ. Large-scale manufacturing of human gallbladder epithelial cell products and derived hepatocytes via a chemically defined approach. Trends Biotechnol 2025:S0167-7799(25)00136-2. [PMID: 40399214 DOI: 10.1016/j.tibtech.2025.04.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Revised: 03/26/2025] [Accepted: 04/08/2025] [Indexed: 05/23/2025]
Abstract
Manufacturing sufficient quantities of high-quality hepatocytes holds significant promise for the treatment of liver diseases and drug screening. Here, we developed a chemically defined, animal-free method for the large-scale production of human gallbladder epithelial cells (hGBECs) under good manufacturing practice conditions, enabling their clinical application. The cell products were characterized for growth ability, phenotype, freeze-thaw viability, genetic stability, biological contamination, tumorigenicity, and acute toxicity to ensure quality control and biological safety. We also provide a protocol for generating functional hepatocytes from hGBECs. The derived hepatocytes demonstrated typical liver functions, including albumin secretion, urea production, and drug metabolism. In addition, these cells were used in drug toxicity testing. We conducted further functional experiments on Cu2+ transport and alcohol metabolism. Transplantation of these cells in vivo was able to rescue mice from liver failure. This large-scale, convenient strategy for manufacturing hGBECs serves as a biobank for clinical applications and provides a valuable model for studying liver diseases.
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Affiliation(s)
- Fei Chen
- Department of Cell Biology, Second Military Medical University (Naval Medical University), Shanghai, China.
| | - Zijun Wang
- Department of Cell Biology, Second Military Medical University (Naval Medical University), Shanghai, China
| | - Hao Yao
- Department of Hematology, People's Liberation Army The General Hospital of Western Theater Command, Chengdu, China
| | - Qinggui Liu
- Department of Cell Biology, Second Military Medical University (Naval Medical University), Shanghai, China
| | - Yuwen Gan
- Department of Cell Biology, Second Military Medical University (Naval Medical University), Shanghai, China
| | - Shoujia Xu
- Department of Cell Biology, Second Military Medical University (Naval Medical University), Shanghai, China
| | - Haili Bao
- Department of General Surgery, Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Yiqiang Jin
- Shanghai Baixian Biotechnology Co., Ltd., Shanghai, China; Shanghai Angecon Biotechnology Co., Ltd., Shanghai, China
| | - Yi-Ping Hu
- Department of Cell Biology, Second Military Medical University (Naval Medical University), Shanghai, China
| | - Junling Gao
- Department of Cell Biology, Second Military Medical University (Naval Medical University), Shanghai, China.
| | - Shaohua Song
- Department of General Surgery, Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China; Transplantation Center, Changzheng Hospital, Naval Medical University, Shanghai, China.
| | - Min-Jun Wang
- Department of Cell Biology, Second Military Medical University (Naval Medical University), Shanghai, China.
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7
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Schweingruber C, Nijssen J, Mechtersheimer J, Reber S, Lebœuf M, O'Brien NL, Mei I, Hedges E, Keuper M, Benitez JA, Radoi V, Jastroch M, Ruepp MD, Hedlund E. Single-cell RNA-sequencing reveals early mitochondrial dysfunction unique to motor neurons shared across FUS- and TARDBP-ALS. Nat Commun 2025; 16:4633. [PMID: 40389397 PMCID: PMC12089458 DOI: 10.1038/s41467-025-59679-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 04/30/2025] [Indexed: 05/21/2025] Open
Abstract
Mutations in FUS and TARDBP cause amyotrophic lateral sclerosis (ALS), but the precise mechanisms of selective motor neuron degeneration remain unresolved. To address if pathomechanisms are shared across mutations and related to either gain- or loss-of-function, we performed single-cell RNA sequencing across isogenic induced pluripotent stem cell-derived neuron types, harbouring FUS P525L, FUS R495X, TARDBP M337V mutations or FUS knockout. Transcriptional changes were far more pronounced in motor neurons than interneurons. About 20% of uniquely dysregulated motor neuron transcripts were shared across FUS mutations, half from gain-of-function. Most indicated mitochondrial impairments, with attenuated pathways shared with mutant TARDBP M337V as well as C9orf72-ALS patient motor neurons. Mitochondrial motility was impaired in ALS motor axons, even with nuclear localized FUS mutants, demonstrating shared toxic gain-of-function mechanisms across FUS- and TARDBP-ALS, uncoupled from protein mislocalization. These early mitochondrial dysfunctions unique to motor neurons may affect survival and represent therapeutic targets in ALS.
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Affiliation(s)
- Christoph Schweingruber
- Department of Biochemistry and Biophysics, Stockholm University, Svante Arrhenius v. 16C, 106 91, Stockholm, Sweden
- Department of Cell and Molecular Biology, Karolinska Institutet, Biomedicum, Solna v. 9, 171 77, Stockholm, Sweden
| | - Jik Nijssen
- Department of Cell and Molecular Biology, Karolinska Institutet, Biomedicum, Solna v. 9, 171 77, Stockholm, Sweden
- Department of Neuroscience, Karolinska Institutet, Biomedicum, Solna v. 9, 171 77, Stockholm, Sweden
| | - Jonas Mechtersheimer
- UK Dementia Research Institute Centre at King's College London, Institute of Psychiatry, Psychology and Neuroscience, King's College London, Maurice Wohl Clinical Neuroscience Institute, 5 Cutcombe Rd, SE5 9RX, London, United Kingdom
| | - Stefan Reber
- UK Dementia Research Institute Centre at King's College London, Institute of Psychiatry, Psychology and Neuroscience, King's College London, Maurice Wohl Clinical Neuroscience Institute, 5 Cutcombe Rd, SE5 9RX, London, United Kingdom
| | - Mélanie Lebœuf
- Department of Biochemistry and Biophysics, Stockholm University, Svante Arrhenius v. 16C, 106 91, Stockholm, Sweden
- Department of Cell and Molecular Biology, Karolinska Institutet, Biomedicum, Solna v. 9, 171 77, Stockholm, Sweden
| | - Niamh L O'Brien
- UK Dementia Research Institute Centre at King's College London, Institute of Psychiatry, Psychology and Neuroscience, King's College London, Maurice Wohl Clinical Neuroscience Institute, 5 Cutcombe Rd, SE5 9RX, London, United Kingdom
| | - Irene Mei
- Department of Biochemistry and Biophysics, Stockholm University, Svante Arrhenius v. 16C, 106 91, Stockholm, Sweden
| | - Erin Hedges
- UK Dementia Research Institute Centre at King's College London, Institute of Psychiatry, Psychology and Neuroscience, King's College London, Maurice Wohl Clinical Neuroscience Institute, 5 Cutcombe Rd, SE5 9RX, London, United Kingdom
| | - Michaela Keuper
- Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, Svante Arrhenius v. 20C, 106 91, Stockholm, Sweden
| | - Julio Aguila Benitez
- Department of Neuroscience, Karolinska Institutet, Biomedicum, Solna v. 9, 171 77, Stockholm, Sweden
| | - Vlad Radoi
- Department of Biochemistry and Biophysics, Stockholm University, Svante Arrhenius v. 16C, 106 91, Stockholm, Sweden
| | - Martin Jastroch
- Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, Svante Arrhenius v. 20C, 106 91, Stockholm, Sweden
| | - Marc-David Ruepp
- UK Dementia Research Institute Centre at King's College London, Institute of Psychiatry, Psychology and Neuroscience, King's College London, Maurice Wohl Clinical Neuroscience Institute, 5 Cutcombe Rd, SE5 9RX, London, United Kingdom.
| | - Eva Hedlund
- Department of Biochemistry and Biophysics, Stockholm University, Svante Arrhenius v. 16C, 106 91, Stockholm, Sweden.
- Department of Cell and Molecular Biology, Karolinska Institutet, Biomedicum, Solna v. 9, 171 77, Stockholm, Sweden.
- Department of Neuroscience, Karolinska Institutet, Biomedicum, Solna v. 9, 171 77, Stockholm, Sweden.
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8
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Woolf Z, Stevenson TJ, Lee K, Highet B, Macapagal Foliaki J, Ratiu R, Rustenhoven J, Correia J, Schweder P, Heppner P, Weinert M, Coppieters N, Park T, Montgomery J, Smith AM, Dragunow M. In vitro models of microglia: a comparative study. Sci Rep 2025; 15:15621. [PMID: 40320508 PMCID: PMC12050316 DOI: 10.1038/s41598-025-99867-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 04/23/2025] [Indexed: 05/08/2025] Open
Abstract
Microglia perform key homeostatic functions to protect the central nervous system (CNS). However, in many brain disorders their protective functions are abrogated, contributing to disease progression. Therefore, studies of microglial function are critical to developing treatments for brain disorders. Different in vitro microglia models have been established, including primary human and rodent cells, induced pluripotent stem cell (iPSC)-derived models, and immortalised cell lines. However, a direct comparative analysis of the phenotypic and functional characteristics of these models has not been undertaken. Accurate modelling of human microglia in vitro is critical for ensuring the translatability of results from the bench to the brain. Therefore, our study aimed to characterise and compare commonly utilised in vitro microglia models. We assessed four established microglia models: primary human microglia, human iPSC-derived microglia, the human microglial clone 3 (HMC3) cell line, and primary mouse microglia, with primary human brain pericytes acting as a negative control. Primary human microglia, iPSC-derived microglia, and mouse microglia stained positive for myeloid-cell markers (Iba1, CD45 and PU.1), while HMC3 cells only stained positive for mural-cell markers (PDGFRβ and NG2). Distinct secretomes were observed in all cell models in response to inflammatory treatment, with iPSC-derived microglia showing the most significant inflammatory secretions. Notably, nitric oxide was only secreted by mouse microglia. Although all cell types exhibited phagocytic capacity, primary human microglia and iPSC-derived microglia displayed significantly higher levels of phagocytosis. Overall, comparative analysis revealed notable differences between human microglia, iPSC-derived microglia, HMC3 cells and mouse microglia. Such differences should be considered when using these models to study human brain diseases. Experimental findings obtained from mouse models or cell lines should ultimately be cross validated to ensure the translatability of results to the human condition.
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Affiliation(s)
- Zoe Woolf
- Department of Pharmacology, The University of Auckland, Auckland, New Zealand
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand
| | - Taylor J Stevenson
- Department of Pharmacology, The University of Auckland, Auckland, New Zealand
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand
| | - Kevin Lee
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand
- Department of Physiology, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
- Department of Neurological Surgery, University of California San Francisco, Francisco, CA, USA
| | - Blake Highet
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand
- Department of Anatomy and Medical Imaging, The University of Auckland, Auckland, New Zealand
| | - Jena Macapagal Foliaki
- Department of Pharmacology, The University of Auckland, Auckland, New Zealand
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand
| | - Ramona Ratiu
- Department of Pharmacology, The University of Auckland, Auckland, New Zealand
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand
| | - Justin Rustenhoven
- Department of Pharmacology, The University of Auckland, Auckland, New Zealand
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand
| | - Jason Correia
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand
- Department of Neurosurgery, Auckland City Hospital, Auckland, New Zealand
| | - Patrick Schweder
- Department of Neurosurgery, Auckland City Hospital, Auckland, New Zealand
| | - Peter Heppner
- Department of Neurosurgery, Auckland City Hospital, Auckland, New Zealand
| | - Maria Weinert
- Department of Brain Sciences, Imperial College London, Dementia Research Institute, London, UK
| | - Natacha Coppieters
- Department of Pharmacology, The University of Auckland, Auckland, New Zealand
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand
| | - Thomas Park
- Department of Pharmacology, The University of Auckland, Auckland, New Zealand
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand
| | - Johanna Montgomery
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand
- Department of Physiology, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
| | - Amy M Smith
- Department of Pharmacology, The University of Auckland, Auckland, New Zealand.
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand.
| | - Michael Dragunow
- Department of Pharmacology, The University of Auckland, Auckland, New Zealand.
- Centre for Brain Research, The University of Auckland, Auckland, New Zealand.
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9
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Son SM, Siddiqi FH, Lopez A, Ansari R, Tyrkalska SD, Park SJ, Kunath T, Metzakopian E, Fleming A, Rubinsztein DC. Alpha-synuclein mutations mislocalize cytoplasmic p300 compromising autophagy, which is rescued by ACLY inhibition. Neuron 2025:S0896-6273(25)00247-8. [PMID: 40262613 DOI: 10.1016/j.neuron.2025.03.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 03/03/2025] [Accepted: 03/24/2025] [Indexed: 04/24/2025]
Abstract
Triplications and certain point mutations in the SNCA gene, encoding alpha-synuclein (α-Syn), cause Parkinson's disease (PD). Here, we demonstrate that the PD-causing A53T α-Syn mutation and elevated α-Syn expression perturb acetyl-coenzyme A (CoA) and p300 biology in human neurons and in the CNS of zebrafish and mice. This dysregulation is mediated by activation of ATP-citrate lyase (ACLY), a key enzyme that generates acetyl-CoA in the cytoplasm, via two mechanisms. First, ACLY activity increases acetyl-CoA levels, which activate p300. Second, ACLY activation increases LKB1 acetylation, which inhibits AMPK, leading to increased cytoplasmic and decreased nuclear p300. This lowers histone acetylation and increases acetylation of cytoplasmic p300 substrates, like raptor, which causes mechanistic target of rapamycin complex 1 (mTORC1) hyperactivation, thereby impairing autophagy. ACLY inhibitors rescue pathological phenotypes in PD neurons, organoids, zebrafish, and mouse models, suggesting that this pathway is a core feature of α-Syn toxicity and that ACLY may be a suitable therapeutic target.
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Affiliation(s)
- Sung Min Son
- Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK; UK Dementia Research Institute, Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK
| | - Farah H Siddiqi
- Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK; UK Dementia Research Institute, Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK
| | - Ana Lopez
- Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK; UK Dementia Research Institute, Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK; Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
| | - Rizwan Ansari
- UK Dementia Research Institute, Department of Clinical Neurosciences, Cambridge Biomedical Campus, University of Cambridge, Cambridge, UK
| | - Sylwia D Tyrkalska
- Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK; UK Dementia Research Institute, Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK; Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
| | - So Jung Park
- Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK; UK Dementia Research Institute, Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK
| | - Tilo Kunath
- Centre for Regenerative Medicine, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK
| | - Emmanouil Metzakopian
- UK Dementia Research Institute, Department of Clinical Neurosciences, Cambridge Biomedical Campus, University of Cambridge, Cambridge, UK; bit.bio, The Dorothy Hodgkin Building, Babraham Research Campus, Cambridge, UK
| | - Angeleen Fleming
- Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK; UK Dementia Research Institute, Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK; Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
| | - David C Rubinsztein
- Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK; UK Dementia Research Institute, Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge, UK.
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10
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Garcia MI, Dame K, Charwat V, Siemons BA, Finsberg H, Bhardwaj B, Yokosawa R, Goswami I, Bruckner D, Wall ST, Ford KA, Healy KE, Ribeiro AJS. Human induced pluripotent stem cell-derived cardiomyocytes and their use in a cardiac organ-on-a-chip to assay electrophysiology, calcium and contractility. Nat Protoc 2025:10.1038/s41596-025-01166-4. [PMID: 40195549 DOI: 10.1038/s41596-025-01166-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 02/26/2025] [Indexed: 04/09/2025]
Abstract
Cardiac organs-on-a-chip (OoCs) or microphysiological systems have the potential to predict cardiac effects of new drug candidates, including unanticipated cardiac outcomes, which are among the main causes for drug attrition. This protocol describes how to prepare and use a cardiac OoC containing cardiomyocytes differentiated from human induced pluripotent stem cells (hiPS cells). The use of cells derived from hiPS cells as reliable sources of human cells from diverse genetic backgrounds also holds great potential, especially when cultured in OoCs that are physiologically relevant culture platforms. To promote the broad adoption of hiPS cell-derived cardiac OoCs in the drug development field, there is a need to first ensure reproducibility in their preparation and use. This protocol aims to provide key information on how to reduce sources of variability during hiPS cell maintenance, differentiation, loading and maturation in OoCs. Variability in these procedures can lead to inconsistent purity after differentiation and variable function between batches of microtissues formed in OoCs. This protocol also focuses on describing the handling and functional assessment of cardiac microtissues using live-cell microscopy approaches to quantify parameters of cellular electrophysiology, calcium transients and contractility. The protocol consists of five stages: (1) thaw and maintain hiPS cells, (2) differentiate hiPS cell cardiomyocytes, (3) load differentiated cells into OoCs, (4) maintain and characterize loaded cells, and (5) evaluate and utilize cardiac OoCs. Execution of the entire protocol takes ~40 days. The required skills to carry out the protocol are experience with sterile techniques, mammalian cell culture and maintaining hiPS cells in a pluripotent state.
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Affiliation(s)
- M Iveth Garcia
- Division of Applied Regulatory Science, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA.
| | - Keri Dame
- Division of Applied Regulatory Science, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Verena Charwat
- Department of Bioengineering and California Institute for Quantitative Biosciences (QB3), University of California at Berkeley, Berkeley, CA, USA
| | - Brian A Siemons
- Department of Bioengineering and California Institute for Quantitative Biosciences (QB3), University of California at Berkeley, Berkeley, CA, USA
| | - Henrik Finsberg
- Department of Computational Physiology, Simula Research Laboratory, Oslo, Norway
| | - Bhavya Bhardwaj
- Division of Applied Regulatory Science, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Ryosuke Yokosawa
- Division of Applied Regulatory Science, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Ishan Goswami
- Department of Bioengineering and California Institute for Quantitative Biosciences (QB3), University of California at Berkeley, Berkeley, CA, USA
| | - Dylan Bruckner
- Division of Applied Regulatory Science, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
- Booz Allen Hamilton, McLean, VA, USA
| | - Samuel T Wall
- Department of Computational Physiology, Simula Research Laboratory, Oslo, Norway
| | - Kevin A Ford
- Division of Applied Regulatory Science, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Kevin E Healy
- Department of Bioengineering and California Institute for Quantitative Biosciences (QB3), University of California at Berkeley, Berkeley, CA, USA
- Department of Materials Science and Engineering, University of California at Berkeley, Berkeley, CA, USA
| | - Alexandre J S Ribeiro
- Division of Applied Regulatory Science, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA.
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11
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Pech U, Janssens J, Schoovaerts N, Kuenen S, Calatayud Aristoy C, Gallego SF, Makhzami S, Hulselmans GJ, Poovathingal S, Davie K, Bademosi AT, Swerts J, Vilain S, Aerts S, Verstreken P. Synaptic deregulation of cholinergic projection neurons causes olfactory dysfunction across five fly Parkinsonism models. eLife 2025; 13:RP98348. [PMID: 40178224 PMCID: PMC11968104 DOI: 10.7554/elife.98348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2025] Open
Abstract
The classical diagnosis of Parkinsonism is based on motor symptoms that are the consequence of nigrostriatal pathway dysfunction and reduced dopaminergic output. However, a decade prior to the emergence of motor issues, patients frequently experience non-motor symptoms, such as a reduced sense of smell (hyposmia). The cellular and molecular bases for these early defects remain enigmatic. To explore this, we developed a new collection of five fruit fly models of familial Parkinsonism and conducted single-cell RNA sequencing on young brains of these models. Interestingly, cholinergic projection neurons are the most vulnerable cells, and genes associated with presynaptic function are the most deregulated. Additional single nucleus sequencing of three specific brain regions of Parkinson's disease patients confirms these findings. Indeed, the disturbances lead to early synaptic dysfunction, notably affecting cholinergic olfactory projection neurons crucial for olfactory function in flies. Correcting these defects specifically in olfactory cholinergic interneurons in flies or inducing cholinergic signaling in Parkinson mutant human induced dopaminergic neurons in vitro using nicotine, both rescue age-dependent dopaminergic neuron decline. Hence, our research uncovers that one of the earliest indicators of disease in five different models of familial Parkinsonism is synaptic dysfunction in higher-order cholinergic projection neurons and this contributes to the development of hyposmia. Furthermore, the shared pathways of synaptic failure in these cholinergic neurons ultimately contribute to dopaminergic dysfunction later in life.
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Affiliation(s)
- Ulrike Pech
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Neurosciences, Leuven Brain InstituteLeuvenBelgium
| | - Jasper Janssens
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics, Leuven Brain InstituteLeuvenBelgium
- VIB-KU Leuven Center for AI and Computational Biology (VIB.AI)LeuvenBelgium
| | - Nils Schoovaerts
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Neurosciences, Leuven Brain InstituteLeuvenBelgium
| | - Sabine Kuenen
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Neurosciences, Leuven Brain InstituteLeuvenBelgium
| | - Carles Calatayud Aristoy
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Neurosciences, Leuven Brain InstituteLeuvenBelgium
| | - Sandra F Gallego
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Neurosciences, Leuven Brain InstituteLeuvenBelgium
| | - Samira Makhzami
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics, Leuven Brain InstituteLeuvenBelgium
- VIB-KU Leuven Center for AI and Computational Biology (VIB.AI)LeuvenBelgium
| | - Gert J Hulselmans
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics, Leuven Brain InstituteLeuvenBelgium
- VIB-KU Leuven Center for AI and Computational Biology (VIB.AI)LeuvenBelgium
| | - Suresh Poovathingal
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics, Leuven Brain InstituteLeuvenBelgium
- VIB-KU Leuven Center for AI and Computational Biology (VIB.AI)LeuvenBelgium
- VIB-KU Leuven Center for Brain and Disease Research Technologies, Single Cell, Microfluidics and Bioinformatics Expertise UnitsLeuvenBelgium
| | - Kristofer Davie
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics, Leuven Brain InstituteLeuvenBelgium
- VIB-KU Leuven Center for AI and Computational Biology (VIB.AI)LeuvenBelgium
- VIB-KU Leuven Center for Brain and Disease Research Technologies, Single Cell, Microfluidics and Bioinformatics Expertise UnitsLeuvenBelgium
| | - Adekunle T Bademosi
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Neurosciences, Leuven Brain InstituteLeuvenBelgium
| | - Jef Swerts
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Neurosciences, Leuven Brain InstituteLeuvenBelgium
| | - Sven Vilain
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Neurosciences, Leuven Brain InstituteLeuvenBelgium
| | - Stein Aerts
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Human Genetics, Leuven Brain InstituteLeuvenBelgium
- VIB-KU Leuven Center for AI and Computational Biology (VIB.AI)LeuvenBelgium
| | - Patrik Verstreken
- VIB-KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- KU Leuven, Department of Neurosciences, Leuven Brain InstituteLeuvenBelgium
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12
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MacMullen C, Sharma N, Davis RL. Mitochondrial dynamics and bioenergetics in Alzheimer's induced pluripotent stem cell-derived neurons. Brain 2025; 148:1405-1420. [PMID: 39513728 DOI: 10.1093/brain/awae364] [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: 07/24/2024] [Revised: 09/17/2024] [Accepted: 09/30/2024] [Indexed: 11/15/2024] Open
Abstract
Mitochondrial dysfunction is a hallmark of Alzheimer's disease, but the scope and severity of these specific deficits across forms of Alzheimer's disease are not well characterized. We designed a high-throughput longitudinal phenotypic assay to track mitochondrial dynamics and bioenergetics in glutamatergic induced pluripotent stem cell (iPSC)-derived human neurons possessing mutations in presenilin 1 (PSEN1), presenilin 2 (PSEN2) and the amyloid beta precursor protein (APP). Each gene set was composed of iPSC-derived neurons from an Alzheimer's disease patient in addition to two to three engineered mutations with appropriate isogenic and age-matched controls. These iPSC-derived neurons were imaged every other day, beginning at 10 days in vitro, to assess how mitochondrial length and content change over a 10 day time course using a mitochondrially targeted reporter. A second cytosolic reporter allowed for visualization of neurites. Bioenergetics assays, focusing on mitochondrial respiration and individual electron transport chain complexes, were also surveyed over this time course. Mutations in all three genes altered mitochondrial function measured by basal, ATP-linked and maximal oxygen consumption rates and by spare respiratory capacity, with PSEN1/PSEN2 alleles being more severe than APP mutations. Electron flow through Complexes I-IV was decreased in PSEN1/PSEN2 mutations but, in contrast, APP alleles had only modest impairments of complexes I and II. We measured aspects of mitochondrial dynamics, including fragmentation and neurite degeneration, both of which were dramatic in PSEN1/PSEN2 alleles, but essentially absent in APP alleles. The marked differences in mitochondrial pathology might occur from the distinct ways in which amyloids are processed into amyloid beta peptides and might be correlated with the disease severity.
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Affiliation(s)
- Courtney MacMullen
- Department of Neuroscience, Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458, USA
| | - Neelam Sharma
- Department of Neuroscience, Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458, USA
| | - Ronald L Davis
- Department of Neuroscience, Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458, USA
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13
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Peck A, Dadi A, Yavarow Z, Alfano LN, Anderson D, Arkin MR, Chou TF, D'Ambrosio ES, Diaz-Manera J, Dudley JP, Elder AG, Ghoshal N, Hart CE, Hart MM, Huryn DM, Johnson AE, Jones KB, Kimonis V, Kiskinis E, Lee EB, Lloyd TE, Mapstone M, Martin A, Meyer H, Mozaffar T, Onyike CU, Pfeffer G, Pindon A, Raman M, Richard I, Rubinsztein DC, Schiava M, Schütz AK, Shen PS, Southworth DR, Staffaroni AM, Taralio-Gravovac M, Weihl CC, Yao Q, Ye Y, Peck N. 2024 VCP International Conference: Exploring multi-disciplinary approaches from basic science of valosin containing protein, an AAA+ ATPase protein, to the therapeutic advancement for VCP-associated multisystem proteinopathy. Neurobiol Dis 2025; 207:106861. [PMID: 40037468 PMCID: PMC11960434 DOI: 10.1016/j.nbd.2025.106861] [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: 01/25/2025] [Revised: 02/26/2025] [Accepted: 02/26/2025] [Indexed: 03/06/2025] Open
Abstract
Valosin-containing protein (VCP/p97) is a ubiquitously expressed AAA+ ATPase associated with numerous protein-protein interactions and critical cellular functions including protein degradation and clearance, mitochondrial homeostasis, DNA repair and replication, cell cycle regulation, endoplasmic reticulum-associated degradation, and lysosomal functions including autophagy and apoptosis. Autosomal-dominant missense mutations in the VCP gene may result in VCP-associated multisystem proteinopathy (VCP-MSP), a rare degenerative disorder linked to heterogeneous phenotypes including inclusion body myopathy (IBM) with Paget's disease of bone (PDB) and frontotemporal dementia (FTD) or IBMPFD, amyotrophic lateral sclerosis (ALS), Alzheimer's disease (AD), parkinsonism, Charcot-Marie Tooth disease (CMT), and spastic paraplegia. The complexity of VCP-MSP makes collaboration among stakeholders essential and necessitates a multi-disciplinary approach. The 2024 VCP International Conference was hosted at Caltech between February 22 and 25. Co-organized by Cure VCP Disease and Dr. Tsui-Fen Chou, the meeting aimed to center the patient as a research partner, harmonize diverse stakeholder engagement, and bridge the gap between basic and clinical neuroscience as it relates to VCP-MSP. Over 100 multi-disciplinary experts attended, ranging from basic scientists to clinicians to patient advocates. Attendees discussed genetics and clinical presentation, cellular and molecular mechanisms underlying disease, therapeutic approaches, and strategies for future VCP research. The conference included three roundtable discussions, 29 scientific presentations, 32 scientific posters, nine patient and caregiver posters, and a closing discussion forum. The following conference proceedings summarize these sessions, highlighting both the identified gaps in knowledge and the significant strides made towards understanding and treating VCP diseases.
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Affiliation(s)
- A Peck
- Cure VCP Disease, Warner Robins, GA, USA
| | - A Dadi
- Cure VCP Disease, Warner Robins, GA, USA
| | - Z Yavarow
- Cure VCP Disease, Warner Robins, GA, USA
| | - L N Alfano
- The Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | | | - M R Arkin
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA
| | - T F Chou
- Department of Biology, Caltech, Pasadena, CA, USA
| | - E S D'Ambrosio
- Nationwide Children's Hospital, Columbus, OH, USA; Department of Genetic and Cellular Medicine and Department of Neurology, UMass Chan Medical School, Worcester, MA, USA
| | - J Diaz-Manera
- The John Walton Muscular Dystrophy Research Centre, Newcastle University Translational and Clinical Research Institute and Newcastle Hospitals NHS Foundation Trust, Center for Life, Central Parkway, Newcastle, Upon Tyne, United Kingdom
| | - J P Dudley
- LaMontagne Center for Infectious Disease, University of Texas, Austin, TX, USA
| | - A G Elder
- Cure VCP Disease, Warner Robins, GA, USA
| | - N Ghoshal
- Departments of Neurology and Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - C E Hart
- Creyon Bio, San Diego, CA, USA; Lilly, Indianapolis, IN, USA
| | - M M Hart
- Cure VCP Disease, Warner Robins, GA, USA
| | - D M Huryn
- Department of Chemistry University of Pennsylvania, Philadelphia, PA, USA
| | - A E Johnson
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA
| | - K B Jones
- Department of Orthopaedics, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - V Kimonis
- Department of Pediatrics, University of California, Irvine, CA, USA; Department of Neurology, University of California, Irvine, CA, USA
| | - E Kiskinis
- The Ken & Ruth Davee Department of Neurology, Department of Neuroscience, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - E B Lee
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - T E Lloyd
- Department of Neurology Baylor College of Medicine, Houston, TX, USA
| | - M Mapstone
- Department of Neurology, University of California, Irvine, CA, USA
| | - A Martin
- Howard Hughes Medical Institute, University of California, Berkeley, CA, USA
| | - H Meyer
- Center of Medical Biotechnology, Faculty of Biology, University of Duisburg-Essen, Essen, Germany
| | - T Mozaffar
- Department of Neurology, University of California, Irvine, CA, USA
| | - C U Onyike
- Division of Geriatric Psychiatry and Neuropsychiatry, Johns Hopkins University School of Medicine, Baltimore, USA; Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, USA
| | - G Pfeffer
- Department of Clinical Neurosciences, University of Calgary, Calgary, Canada; Department of Medical Genetics, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - A Pindon
- Cure VCP Disease, Warner Robins, GA, USA; Myhre Syndrome Foundation, Richardson, TX, USA
| | - M Raman
- Department of Developmental Molecular and Chemical Biology, Tufts University School of Medicine, Boston, MA, USA
| | - I Richard
- Généthon, 91000 Evry, France; Université Paris-Saclay, Université Evry, Inserm, Généthon, Integrare research unit UMR_S951, 91000 Evry, France
| | - D C Rubinsztein
- Cambridge Institute for Medical Research, University of Cambridge, CB2 0XY Cambridge, UK; UK Dementia Research Institute, Cambridge Biomedical Campus, Cambridge, UK
| | - M Schiava
- The John Walton Muscular Dystrophy Research Centre, Newcastle University Translational and Clinical Research Institute and Newcastle Hospitals NHS Foundation Trust, Center for Life, Central Parkway, Newcastle, Upon Tyne, United Kingdom
| | - A K Schütz
- Department of Chemistry and Pharmacy, Ludwig-Maximilians-Universität Munich, Munich, Germany
| | - P S Shen
- Department of Biochemistry, University of Utah, Salt Lake City, UT, USA
| | - D R Southworth
- Institute for Neurodegenerative Diseases, University of California, San Francisco, CA, USA
| | - A M Staffaroni
- UCSF Memory and Aging Center University of California San Francisco, CA, USA
| | - M Taralio-Gravovac
- Department of Biochemistry & Molecular Biology, University of Calgary, Alberta, Calgary, Canada
| | - C C Weihl
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Q Yao
- Department of Medicine Stony Brook University, Renaissance School of Medicine, Stony Brook, NY, USA
| | - Y Ye
- Laboratory of Molecular Biology, NIH, NIDDK, Bethesda, MD, USA
| | - N Peck
- Cure VCP Disease, Warner Robins, GA, USA.
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14
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Giblin A, Cammack AJ, Blomberg N, Anoar S, Mikheenko A, Carcolé M, Atilano ML, Hull A, Shen D, Wei X, Coneys R, Zhou L, Mohammed Y, Olivier-Jimenez D, Wang LY, Kinghorn KJ, Niccoli T, Coyne AN, van der Kant R, Lashley T, Giera M, Partridge L, Isaacs AM. Neuronal polyunsaturated fatty acids are protective in ALS/FTD. Nat Neurosci 2025; 28:737-747. [PMID: 40000803 PMCID: PMC11976277 DOI: 10.1038/s41593-025-01889-3] [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: 01/22/2024] [Accepted: 01/07/2025] [Indexed: 02/27/2025]
Abstract
Here we report a conserved transcriptomic signature of reduced fatty acid and lipid metabolism gene expression in a Drosophila model of C9orf72 repeat expansion, the most common genetic cause of amyotrophic lateral sclerosis and frontotemporal dementia (ALS/FTD), and in human postmortem ALS spinal cord. We performed lipidomics on C9 ALS/FTD Drosophila, induced pluripotent stem (iPS) cell neurons and postmortem FTD brain tissue. This revealed a common and specific reduction in phospholipid species containing polyunsaturated fatty acids (PUFAs). Feeding C9 ALS/FTD flies PUFAs yielded a modest increase in survival. However, increasing PUFA levels specifically in neurons of C9 ALS/FTD flies, by overexpressing fatty acid desaturase enzymes, led to a substantial extension of lifespan. Neuronal overexpression of fatty acid desaturases also suppressed stressor-induced neuronal death in iPS cell neurons of patients with both C9 and TDP-43 ALS/FTD. These data implicate neuronal fatty acid saturation in the pathogenesis of ALS/FTD and suggest that interventions to increase neuronal PUFA levels may be beneficial.
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Affiliation(s)
- Ashling Giblin
- UK Dementia Research Institute, UCL, London, UK
- Institute of Healthy Ageing, UCL, London, UK
- MRC Laboratory of Molecular Biology, Cambridge, UK
| | - Alexander J Cammack
- UK Dementia Research Institute, UCL, London, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Niek Blomberg
- Center for Proteomics & Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Alla Mikheenko
- UK Dementia Research Institute, UCL, London, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Mireia Carcolé
- UK Dementia Research Institute, UCL, London, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | | | - Alex Hull
- Institute of Healthy Ageing, UCL, London, UK
| | - Dunxin Shen
- Institute of Healthy Ageing, UCL, London, UK
| | - Xiaoya Wei
- Institute of Healthy Ageing, UCL, London, UK
| | - Rachel Coneys
- UK Dementia Research Institute, UCL, London, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Lele Zhou
- UK Dementia Research Institute, UCL, London, UK
- Institute of Healthy Ageing, UCL, London, UK
| | - Yassene Mohammed
- Center for Proteomics & Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Damien Olivier-Jimenez
- Center for Proteomics & Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Lian Y Wang
- Center for Proteomics & Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | | | | | - Alyssa N Coyne
- Department of Neurology, Johns Hopkins University, Baltimore, MA, USA
- Brain Science Institute, Johns Hopkins University, Baltimore, MA, USA
| | - Rik van der Kant
- Alzheimer Center Amsterdam, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Tammaryn Lashley
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Martin Giera
- Center for Proteomics & Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Adrian M Isaacs
- UK Dementia Research Institute, UCL, London, UK.
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK.
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15
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Dou D, Holzbaur ELF, Boecker CA. Protocol for live imaging of axonal transport in iPSC-derived iNeurons. STAR Protoc 2025; 6:103556. [PMID: 39804773 PMCID: PMC11772938 DOI: 10.1016/j.xpro.2024.103556] [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] [Received: 10/10/2024] [Revised: 11/29/2024] [Accepted: 12/12/2024] [Indexed: 01/16/2025] Open
Abstract
Studies of human induced pluripotent stem cell (iPSC)-derived neurons promise important insights into neurodegenerative diseases. Here, we present a protocol for live imaging of axonal transport in glutamatergic iPSC-derived neurons (iNeurons). We describe steps for the differentiation of iPSCs into iNeurons via PiggyBac-mediated neurogenin 2 (NGN2) delivery, iNeuron culture and transfection, and the acquisition and analysis of time-lapse images. Our protocol is optimized for the widely available catalog of KOLF2.1J iPSCs with mutations relevant to neurodegenerative diseases but is also applicable to other iPSC lines. For complete details on the use and execution of this protocol, please refer to Dou et al.1,2.
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Affiliation(s)
- Dan Dou
- Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Neuroscience Graduate Group, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA
| | - Erika L F Holzbaur
- Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Neuroscience Graduate Group, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA
| | - C Alexander Boecker
- Department of Neurology, University Medical Center Goettingen, 37077 Goettingen, Germany.
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16
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Li Z, Martin NP, Epstein J, Chen SH, Hao Y, Ramos DM, Andersh KM, Jarreau P, Weller C, Nalls MA, Pantazis CB, Ferrucci L, Cookson MR, Singleton AB, Qi YA, Yakel JL. Proteomic Analysis of Endemic Viral Infections in Neurons offers Insights into Neurodegenerative Diseases. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.17.643709. [PMID: 40166347 PMCID: PMC11957066 DOI: 10.1101/2025.03.17.643709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Endemic viral infections with low pathogenicity are often overlooked due to their mild symptoms, yet they can exert long-term effects on cellular function and contribute to disease pathogenesis. While viral infections have been implicated in neurodegenerative disorders, their impact on the neuronal proteome remains poorly understood. Here, we differentiated human induced pluripotent stem cells (KOLF2.1J) into mature neurons to investigate virus-induced proteomic changes following infection with five neurotropic endemic human viruses: Herpes simplex virus 1 (HSV-1), Human coronavirus 229E (HCoV-229E), Epstein-Barr virus (EBV), Varicella-Zoster virus (VZV), and Influenza A virus (H1N1). Given that these viruses can infect adults and have the potential to cross the placental barrier, their molecular impact on neurons may be relevant across the lifespan. Using mass spectrometry-based proteomics with a customized library for simultaneous detection of human and viral proteins, we confirmed successful infections and identified virus-specific proteomic signatures. Notably, virus-induced protein expression changes converged on key neuronal pathways, including those associated with neurodegeneration. Gene co-expression network analysis identified protein modules correlated with viral proteins. Pathway enrichment analysis of these modules revealed associations with the nervous system, including pathways linked to Alzheimer's and Parkinson's disease. Remarkably, several viral-induced proteomic alterations overlapped with changes observed in postmortem Alzheimer's patient brains, suggesting a mechanistic connection between viral exposure and neurodegenerative disease progression. These findings provide molecular insights into how common viral infections perturb neuronal homeostasis and may contribute to neurodegenerative pathology, highlighting the need to consider endemic viruses as potential environmental risk factors in neurological disorders.
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Affiliation(s)
- Ziyi Li
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
- DataTecnica LLC, Washington, DC 20812, USA
- These authors contributed equally
| | - Negin P. Martin
- Neurobiology Laboratory, National Institute of Environmental Health Sciences
- These authors contributed equally
| | - Jacob Epstein
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Shih-Heng Chen
- Neurobiology Laboratory, National Institute of Environmental Health Sciences
| | - Ying Hao
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Daniel M. Ramos
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Kate M. Andersh
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Paige Jarreau
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Cory Weller
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
- DataTecnica LLC, Washington, DC 20812, USA
| | - Mike A. Nalls
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
- DataTecnica LLC, Washington, DC 20812, USA
| | - Caroline B. Pantazis
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Luigi Ferrucci
- Longitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, Baltimore, MD, USA
| | - Mark R. Cookson
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Andrew B. Singleton
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Yue Andy Qi
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
- Lead contact
| | - Jerrel L. Yakel
- Neurobiology Laboratory, National Institute of Environmental Health Sciences
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17
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Busquets O, Li H, Syed KM, Jerez PA, Dunnack J, Bu RL, Verma Y, Pangilinan GR, Martin A, Straub J, Du Y, Simon VM, Poser S, Bush Z, Diaz J, Sahagun A, Gao J, Hong S, Hernandez DG, Levine KS, Booth EO, Blanchette M, Bateup HS, Rio DC, Blauwendraat C, Hockemeyer D, Soldner F. iSCORE-PD: an isogenic stem cell collection to research Parkinson's Disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.02.12.579917. [PMID: 38405931 PMCID: PMC10888955 DOI: 10.1101/2024.02.12.579917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Parkinson's disease (PD) is a neurodegenerative disorder caused by complex genetic and environmental factors. Genome-edited human pluripotent stem cells (hPSCs) offer a unique experimental platform to advance our understanding of PD etiology by enabling the generation of disease-relevant cell types carrying patient mutations along with isogenic control cells. To facilitate this approach, we generated a collection of 65 human stem cell lines genetically engineered to harbor high risk or causal variants in genes associated with PD (SNCA A53T, SNCA A30P, PRKN Ex3del, PINK1 Q129X, DJ1/PARK7 Ex1-5del, LRRK2 G2019S, ATP13A2 FS, FBXO7 R498X/FS, DNAJC6 c.801 A>G/FS, SYNJ1 R258Q/FS, VPS13C A444P/FS, VPS13C W395C/FS, GBA1 IVS2+1/FS). All mutations were introduced into a fully characterized and sequenced female human embryonic stem cell (hESC) line (WIBR3; NIH approval number NIHhESC-10-0079) using different genome editing techniques. To ensure the genetic integrity of these cell lines, we implemented rigorous quality controls, including whole-genome sequencing of each line. Our analysis of the genetic variation in this cell line collection revealed that while genome editing, particularly using CRISPR/Cas9, can introduce rare off-target mutations, the predominant source of genetic variants arises from routine cell culture and are fixed in cell lines during clonal isolation. The observed genetic variation was minimal compared to that typically found in patient-derived iPSC experiments and predominantly affected non-coding regions of the genome. Importantly, our analysis outlines strategies for effectively managing genetic variation through stringent quality control measures and careful experimental design. This systematic approach ensures the high quality of our stem cell collection, highlights advantages of prime editing over conventional CRISPR/Cas9 methods and provides a roadmap for the generation of gene-edited hPSC collections at scale in an academic setting. Our iSCORE-PD collection represents an easily accessible and valuable platform to study PD, which can be used by investigators to understand the molecular pathophysiology of PD in a human cellular setting.
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Affiliation(s)
- Oriol Busquets
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Rose F. Kennedy Center, Albert Einstein College of Medicine, 1410 Pelham Parkway South, Bronx, NY 10461, USA
- Ruth L. and David S. Gottesman Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, 1301 Morris Park Ave., Bronx, NY 10461, USA
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- These authors contributed equally
| | - Hanqin Li
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
- Innovative Genomics Institute, University of California, Berkeley, CA, 94720, USA
- These authors contributed equally
| | - Khaja Mohieddin Syed
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
- These authors contributed equally
| | - Pilar Alvarez Jerez
- Center for Alzheimer’s and Related Dementias, National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, 20892, USA
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
- These authors contributed equally
| | - Jesse Dunnack
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
- These authors contributed equally
| | - Riana Lo Bu
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Rose F. Kennedy Center, Albert Einstein College of Medicine, 1410 Pelham Parkway South, Bronx, NY 10461, USA
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
| | - Yogendra Verma
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Gabriella R. Pangilinan
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Annika Martin
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Jannes Straub
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
| | - YuXin Du
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Vivien M. Simon
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Steven Poser
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Rose F. Kennedy Center, Albert Einstein College of Medicine, 1410 Pelham Parkway South, Bronx, NY 10461, USA
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
| | - Zipporiah Bush
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Genetics, Albert Einstein College of Medicine, 1301 Morris Park Ave., Bronx, NY 10461, USA
| | - Jessica Diaz
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Rose F. Kennedy Center, Albert Einstein College of Medicine, 1410 Pelham Parkway South, Bronx, NY 10461, USA
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
| | - Atehsa Sahagun
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
- Department of Neuroscience, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Jianpu Gao
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Samantha Hong
- Center for Alzheimer’s and Related Dementias, National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Dena G. Hernandez
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Kristin S. Levine
- Center for Alzheimer’s and Related Dementias, National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Ezgi O. Booth
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
| | | | - Helen S. Bateup
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
- Department of Neuroscience, University of California, Berkeley, Berkeley, CA 94720, USA
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA
| | - Donald C. Rio
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Cornelis Blauwendraat
- Center for Alzheimer’s and Related Dementias, National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, 20892, USA
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Dirk Hockemeyer
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
- Innovative Genomics Institute, University of California, Berkeley, CA, 94720, USA
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA
| | - Frank Soldner
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Rose F. Kennedy Center, Albert Einstein College of Medicine, 1410 Pelham Parkway South, Bronx, NY 10461, USA
- Ruth L. and David S. Gottesman Institute for Stem Cell and Regenerative Medicine Research, Albert Einstein College of Medicine, 1301 Morris Park Ave., Bronx, NY 10461, USA
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA
- Department of Genetics, Albert Einstein College of Medicine, 1301 Morris Park Ave., Bronx, NY 10461, USA
- Lead contact
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18
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Pașca SP, Arlotta P, Bateup HS, Camp JG, Cappello S, Gage FH, Knoblich JA, Kriegstein AR, Lancaster MA, Ming GL, Novarino G, Okano H, Parmar M, Park IH, Reiner O, Song H, Studer L, Takahashi J, Temple S, Testa G, Treutlein B, Vaccarino FM, Vanderhaeghen P, Young-Pearse T. A framework for neural organoids, assembloids and transplantation studies. Nature 2025; 639:315-320. [PMID: 39653126 DOI: 10.1038/s41586-024-08487-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 12/04/2024] [Indexed: 02/20/2025]
Abstract
As the field of neural organoids and assembloids expands, there is an emergent need for guidance and advice on designing, conducting and reporting experiments to increase the reproducibility and utility of these models. In this Perspective, we present a framework for the experimental process that encompasses ensuring the quality and integrity of human pluripotent stem cells, characterizing and manipulating neural cells in vitro, transplantation techniques and considerations for modelling human development, evolution and disease. As with all scientific endeavours, we advocate for rigorous experimental designs tailored to explicit scientific questions as well as transparent methodologies and data sharing to provide useful knowledge for current research practices and for developing regulatory standards.
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Affiliation(s)
- Sergiu P Pașca
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA.
- Stanford Brain Organogenesis, Wu Tsai Neurosciences Institute and Bio-X, Stanford University, Stanford, CA, USA.
| | - Paola Arlotta
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Helen S Bateup
- Department of Molecular and Cell Biology, University of California Berkeley, Berkeley, CA, USA
- Department of Neuroscience, University of California Berkeley, Berkeley, CA, USA
| | - J Gray Camp
- Institute of Human Biology (IHB), Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland
- Biozentrum, University of Basel, Basel, Switzerland
| | - Silvia Cappello
- Department of Physiological Genomics, Biomedical Center (BMC), Faculty of Medicine, Ludwig Maximilian University of Munich, Munich, Germany
- Max Planck Institute of Psychiatry, Munich, Germany
| | - Fred H Gage
- Laboratory of Genetics, The Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Jürgen A Knoblich
- Institute of Molecular Biotechnology, Austrian Academy of Sciences, Vienna Biocenter, Vienna, Austria
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Arnold R Kriegstein
- Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California San Francisco, San Francisco, CA, USA
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Madeline A Lancaster
- MRC Laboratory of Molecular Biology, Cambridge, UK
- Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
| | - Guo-Li Ming
- Department of Neuroscience and Mahoney Institute for Neurosciences, Perelman School for Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Perelman School for Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Regenerative Medicine, Perelman School for Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Psychiatry, Perelman School for Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Gaia Novarino
- Institute of Science and Technology of Austria, Klosterneuburg, Austria
| | - Hideyuki Okano
- Keio University Regenerative Medicine Research Center, Kanagawa, Japan
| | - Malin Parmar
- Department of Experimental Medical Science, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - In-Hyun Park
- Department of Genetics, Yale School of Medicine, New Haven, CT, USA
- Yale Stem Cell Center, Yale University, New Haven, CT, USA
| | - Orly Reiner
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
- Department of Molecular Neuroscience, Weizmann Institute of Science, Rehovot, Israel
| | - Hongjun Song
- Department of Neuroscience and Mahoney Institute for Neurosciences, Perelman School for Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Perelman School for Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Regenerative Medicine, Perelman School for Medicine, University of Pennsylvania, Philadelphia, PA, USA
- The Epigenetics Institute, Perelman School for Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Lorenz Studer
- The Center for Stem Cell Biology, Developmental Biology Program, Sloan Kettering Institute for Cancer Research, New York, NY, USA
| | - Jun Takahashi
- Department of Clinical Application, Center for iPS Cell Research and Application, Kyoto University, Kyoto, Japan
| | | | - Giuseppe Testa
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Human Technopole, Viale Rita Levi Montalcini, Milan, Italy
| | - Barbara Treutlein
- Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland
| | - Flora M Vaccarino
- Yale Stem Cell Center, Yale University, New Haven, CT, USA
- Child Study Center, Yale University, New Haven, CT, USA
- Department of Neuroscience, Yale University, New Haven, CT, USA
- Yale Kavli Institute for Neuroscience, New Haven, CT, USA
| | - Pierre Vanderhaeghen
- VIB-KU Leuven Center for Brain and Disease Research, Leuven, Belgium
- Department of Neurosciences, Leuven Brain Institute, Leuven, Belgium
| | - Tracy Young-Pearse
- Department of Neurology, Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
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19
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Lee SI, Lim H, Kim NY, Yu J, Cho J, Lee H, Moon DW, Seo J. Imaging lipid rafts reveals the principle of ApoE4-induced Aβ upregulation in human neurons. iScience 2025; 28:111893. [PMID: 39995873 PMCID: PMC11848483 DOI: 10.1016/j.isci.2025.111893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 12/01/2024] [Accepted: 01/22/2025] [Indexed: 02/26/2025] Open
Abstract
Lipid rafts in plasma membranes are thought to provide a platform for regulating signaling pathways by increasing the expression or proximity of proteins in the same pathway. Despite this understanding, the absence of direct, simultaneous observations of lipid rafts and their affiliated proteins has hindered a comprehensive assessment of their roles across various biological contexts. Amyloid-β (Aβ), a hallmark of Alzheimer's disease (AD), is generated from the sequential cleavage of amyloid precursor proteins (APPs) by β- and γ-secretases, primarily within endosomes after APP endocytosis by canonical clathrin-mediated endocytosis in neurons. In this study, we developed a protocol for imaging APP on lipid rafts using time-of-flight secondary ion mass spectrometry (ToF-SIMS) and found that astrocyte ApoE4 contributes to an increase in APP localization on lipid rafts, subsequently elevating Aβ42 synthesis in a clathrin-independent manner in neurons.
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Affiliation(s)
- Se-In Lee
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology, Daegu 42988 South Korea
| | - Heejin Lim
- Department of New Biology, Daegu Gyeongbuk Institute of Science & Technology, Daegu 42988 South Korea
- Center for Scientific Instrumentation, Korea Basic Science Institute, Cheongju 28199 South Korea
| | - Na Yeon Kim
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology, Daegu 42988 South Korea
| | - Jichang Yu
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology, Daegu 42988 South Korea
| | - Joonho Cho
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology, Daegu 42988 South Korea
| | - Hyein Lee
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology, Daegu 42988 South Korea
| | - Dae Won Moon
- Department of New Biology, Daegu Gyeongbuk Institute of Science & Technology, Daegu 42988 South Korea
| | - Jinsoo Seo
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science & Technology, Daegu 42988 South Korea
- Center for Synapse Diversity and Specificity, Daegu Gyeongbuk Institute of Science & Technology, Daegu 42988 South Korea
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20
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Lee J, Zou J, Binti Mazli WNA, Chin N, Jarnik M, Saidi L, Xu Y, Replogle J, Ward M, Bonifacino J, Zheng W, Hao L, Ye Y. CHIP protects lysosomes from CLN4 mutant-induced membrane damages. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.18.638932. [PMID: 40027688 PMCID: PMC11870535 DOI: 10.1101/2025.02.18.638932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
Understanding how cells mitigate lysosomal damage is critical for unraveling pathogenic mechanisms of lysosome-related diseases. Here we use organelle-specific proteomics in iPSC-derived neurons (i3Neuron) and an in vitro lysosome-damaging assay to demonstrate that lysosome damage, caused by the aggregation of Ceroid Lipofuscinosis Neuronal 4 (CLN4)-linked DNAJC5 mutants on lysosomal membranes, serves as a critical pathogenic linchpin in CLN4-associated neurodegeneration. Intriguingly, in non-neuronal cells, a ubiquitin-dependent microautophagy mechanism downregulates CLN4 aggregates to counteract CLN4-associated lysotoxicity. Genome-wide CRISPR screens identify the ubiquitin ligase CHIP as a central microautophagy regulator that confers ubiquitin-dependent lysosome protection. Importantly, CHIP's lysosome protection function is transferrable, as ectopic CHIP improves lysosomal function in CLN4 i3Neurons, and effectively alleviates lipofuscin accumulation and neurodegeneration in a Drosophila CLN4 disease model. Our study establishes CHIP-mediated microautophagy as a key organelle damage guardian that preserves lysosome integrity, offering new insights into therapeutic development for CLN4 and other lysosome-related neurodegenerative diseases.
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Affiliation(s)
- Juhyung Lee
- Laboratory of Molecular Biology, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jizhong Zou
- iPSC Core, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | | | - Natalie Chin
- Laboratory of Molecular Biology, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Michal Jarnik
- Neurosciences and Cellular and Structural Biology Division, National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
| | - Layla Saidi
- Laboratory of Molecular Biology, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Yue Xu
- Laboratory of Molecular Biology, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - John Replogle
- Neurogenetics Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Michael Ward
- Neurogenetics Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Juan Bonifacino
- Neurosciences and Cellular and Structural Biology Division, National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
| | - Wei Zheng
- Therapeutic Development Branch, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD 20850, USA
| | - Ling Hao
- Department of Chemistry and Biochemistry, the University of Maryland, College Park, MD 20742, USA
| | - Yihong Ye
- Laboratory of Molecular Biology, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
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21
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Osgood NRB, Zawalick NM, Sawyer CB, Cowan QT, Gu S, Mawson SJ, Ranzau BL, Li L, Gymrek M, Goren A, Komor AC. Genome editing with programmable base editors in human cells. Methods Enzymol 2025; 712:351-404. [PMID: 40121079 PMCID: PMC11948366 DOI: 10.1016/bs.mie.2025.01.001] [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] [Indexed: 03/25/2025]
Abstract
Genome editing has garnered significant attention over the last decade, resulting in a massive expansion of the genome engineering toolbox. Base editors encompass a class of tools that enable installing single-nucleotide changes in genomic DNA without the use of double-strand breaks. With the ever-increasing development of new and/or improved base editor systems, it is easy to be overwhelmed by the abundance of options. Here, we provide clear guidance to facilitate the selection of a base editor and to design guide RNAs (gRNAs) to suit various needs. Additionally, we describe in detail how to generate gRNA plasmids, transfect various mammalian cell types, and evaluate editing efficiencies. Finally, we give alternative methods and troubleshooting tips for some common pitfalls encountered during base editing.
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Affiliation(s)
- Nicola R B Osgood
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, United States
| | - Natalie M Zawalick
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, United States
| | - Courtney B Sawyer
- Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Quinn T Cowan
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, United States
| | - Sifeng Gu
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, United States
| | - S J Mawson
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, United States
| | - Brodie L Ranzau
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, United States
| | - Lehan Li
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, United States
| | - Melissa Gymrek
- Department of Medicine, University of California San Diego, La Jolla, CA, United States; Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, United States
| | - Alon Goren
- Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Alexis C Komor
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, United States; Moores UCSD Cancer Center, University of California San Diego, La Jolla, CA, United States; Sanford Stem Cell Institute, University of California San Diego, La Jolla, CA, United States.
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22
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Bentley-DeSousa A, Roczniak-Ferguson A, Ferguson SM. A STING-CASM-GABARAP pathway activates LRRK2 at lysosomes. J Cell Biol 2025; 224:e202310150. [PMID: 39812709 PMCID: PMC11734622 DOI: 10.1083/jcb.202310150] [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: 10/29/2023] [Revised: 09/28/2024] [Accepted: 11/14/2024] [Indexed: 01/16/2025] Open
Abstract
Mutations that increase LRRK2 kinase activity have been linked to Parkinson's disease and Crohn's disease. LRRK2 is also activated by lysosome damage. However, the endogenous cellular mechanisms that control LRRK2 kinase activity are not well understood. In this study, we identify signaling through stimulator of interferon genes (STING) as an activator of LRRK2 via the conjugation of ATG8 to single membranes (CASM) pathway. We furthermore establish that multiple chemical stimuli that perturb lysosomal homeostasis also converge on CASM to activate LRRK2. Although CASM results in the lipidation of multiple ATG8 protein family members, we establish that LRRK2 lysosome recruitment and kinase activation are highly dependent on interactions with the GABARAP member of this family. Collectively, these results define a pathway that integrates multiple stimuli at lysosomes to control the kinase activity of LRRK2. Aberrant activation of LRRK2 via this pathway may be of relevance in both Parkinson's and Crohn's diseases.
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Affiliation(s)
- Amanda Bentley-DeSousa
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT, USA
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, USA
- Program in Cellular Neuroscience, Neurodegeneration and Repair, Yale University School of Medicine, New Haven, CT, USA
- Wu Tsai Institute, Yale University School of Medicine, New Haven, CT, USA
- Aligning Science Across Parkinson’s Collaborative Research Network, Chevy Chase, MD, USA
| | - Agnes Roczniak-Ferguson
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT, USA
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, USA
- Program in Cellular Neuroscience, Neurodegeneration and Repair, Yale University School of Medicine, New Haven, CT, USA
- Wu Tsai Institute, Yale University School of Medicine, New Haven, CT, USA
- Aligning Science Across Parkinson’s Collaborative Research Network, Chevy Chase, MD, USA
| | - Shawn M. Ferguson
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT, USA
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, USA
- Program in Cellular Neuroscience, Neurodegeneration and Repair, Yale University School of Medicine, New Haven, CT, USA
- Wu Tsai Institute, Yale University School of Medicine, New Haven, CT, USA
- Kavli Institute for Neuroscience, Yale University School of Medicine, New Haven, CT, USA
- Aligning Science Across Parkinson’s Collaborative Research Network, Chevy Chase, MD, USA
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23
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Uytterhoeven V, Verstreken P, Nachman E. Synaptic sabotage: How Tau and α-Synuclein undermine synaptic health. J Cell Biol 2025; 224:e202409104. [PMID: 39718548 DOI: 10.1083/jcb.202409104] [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: 09/17/2024] [Revised: 11/07/2024] [Accepted: 12/10/2024] [Indexed: 12/25/2024] Open
Abstract
Synaptic dysfunction is one of the earliest cellular defects observed in Alzheimer's disease (AD) and Parkinson's disease (PD), occurring before widespread protein aggregation, neuronal loss, and cognitive decline. While the field has focused on the aggregation of Tau and α-Synuclein (α-Syn), emerging evidence suggests that these proteins may drive presynaptic pathology even before their aggregation. Therefore, understanding the mechanisms by which Tau and α-Syn affect presynaptic terminals offers an opportunity for developing innovative therapeutics aimed at preserving synapses and potentially halting neurodegeneration. This review focuses on the molecular defects that converge on presynaptic dysfunction caused by Tau and α-Syn. Both proteins have physiological roles in synapses. However, during disease, they acquire abnormal functions due to aberrant interactions and mislocalization. We provide an overview of current research on different essential presynaptic pathways influenced by Tau and α-Syn. Finally, we highlight promising therapeutic targets aimed at maintaining synaptic function in both tauopathies and synucleinopathies.
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Affiliation(s)
- Valerie Uytterhoeven
- Vlaams Instituut voor Biotechnologie Center for Brain and Disease Research , Leuven, Belgium
- Department of Neurosciences, Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - Patrik Verstreken
- Vlaams Instituut voor Biotechnologie Center for Brain and Disease Research , Leuven, Belgium
- Department of Neurosciences, Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - Eliana Nachman
- Vlaams Instituut voor Biotechnologie Center for Brain and Disease Research , Leuven, Belgium
- Department of Neurosciences, Leuven Brain Institute, KU Leuven, Leuven, Belgium
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24
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Adli M, Przybyla L, Burdett T, Burridge PW, Cacheiro P, Chang HY, Engreitz JM, Gilbert LA, Greenleaf WJ, Hsu L, Huangfu D, Hung LH, Kundaje A, Li S, Parkinson H, Qiu X, Robson P, Schürer SC, Shojaie A, Skarnes WC, Smedley D, Studer L, Sun W, Vidović D, Vierbuchen T, White BS, Yeung KY, Yue F, Zhou T. MorPhiC Consortium: towards functional characterization of all human genes. Nature 2025; 638:351-359. [PMID: 39939790 DOI: 10.1038/s41586-024-08243-w] [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: 10/31/2023] [Accepted: 10/17/2024] [Indexed: 02/14/2025]
Abstract
Recent advances in functional genomics and human cellular models have substantially enhanced our understanding of the structure and regulation of the human genome. However, our grasp of the molecular functions of human genes remains incomplete and biased towards specific gene classes. The Molecular Phenotypes of Null Alleles in Cells (MorPhiC) Consortium aims to address this gap by creating a comprehensive catalogue of the molecular and cellular phenotypes associated with null alleles of all human genes using in vitro multicellular systems. In this Perspective, we present the strategic vision of the MorPhiC Consortium and discuss various strategies for generating null alleles, as well as the challenges involved. We describe the cellular models and scalable phenotypic readouts that will be used in the consortium's initial phase, focusing on 1,000 protein-coding genes. The resulting molecular and cellular data will be compiled into a catalogue of null-allele phenotypes. The methodologies developed in this phase will establish best practices for extending these approaches to all human protein-coding genes. The resources generated-including engineered cell lines, plasmids, phenotypic data, genomic information and computational tools-will be made available to the broader research community to facilitate deeper insights into human gene functions.
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Affiliation(s)
- Mazhar Adli
- Robert H. Lurie Comprehensive Cancer Center, Department of Obstetrics and Gynecology, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA.
| | - Laralynne Przybyla
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | - Tony Burdett
- Omics Section, European Bioinformatics Institute (EMBL-EBI), European Molecular Biology Laboratory, Hinxton, UK
| | - Paul W Burridge
- Department of Pharmacology, Center for Pharmacogenomics, Northwestern University, Feinberg School of Medicine, Evanston, IL, USA
| | - Pilar Cacheiro
- William Harvey Research Institute, Clinical Pharmacology and Precision Medicine, Queen Mary University of London, London, UK
| | - Howard Y Chang
- Department of Dermatology, Stanford University, Stanford, CA, USA
| | - Jesse M Engreitz
- Department of Genetics, Stanford University, Stanford, CA, USA
- Basic Science and Engineering (BASE) Initiative, Stanford University, Stanford, CA, USA
| | - Luke A Gilbert
- Department of Urology, University of California, San Francisco, CA, USA
| | | | - Li Hsu
- Department of Biostatistics, Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Danwei Huangfu
- Developmental Biology Program, Sloan Kettering Institute, New York, NY, USA
| | - Ling-Hong Hung
- School of Engineering and Technology, University of Washington Tacoma, Tacoma, WA, USA
| | - Anshul Kundaje
- Departments of Genetics and Computer Science, Stanford University, Stanford, CA, USA
| | - Sheng Li
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | - Helen Parkinson
- Knowledge Management Section, European Bioinformatics Institute (EMBL-EBI), European Molecular Biology Laboratory, Hinxton, UK
| | - Xiaojie Qiu
- Basic Science and Engineering (BASE) Initiative, Stanford University, Stanford, CA, USA
- Departments of Genetics and Computer Science, Stanford University, Stanford, CA, USA
| | - Paul Robson
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | - Stephan C Schürer
- Molecular and Cellular Pharmacology; Sylvester Comprehensive Cancer Center, University of Miami, Coral Gables, FL, USA
| | - Ali Shojaie
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | | | - Damian Smedley
- William Harvey Research Institute, Clinical Pharmacology and Precision Medicine, Queen Mary University of London, London, UK
| | - Lorenz Studer
- Developmental Biology Program, Sloan Kettering Institute, New York, NY, USA
| | - Wei Sun
- Department of Biostatistics, Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Dušica Vidović
- Molecular and Cellular Pharmacology; Sylvester Comprehensive Cancer Center, University of Miami, Coral Gables, FL, USA
| | - Thomas Vierbuchen
- Developmental Biology Program, Sloan Kettering Institute, New York, NY, USA
| | - Brian S White
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | - Ka Yee Yeung
- School of Engineering and Technology, University of Washington Tacoma, Tacoma, WA, USA
| | - Feng Yue
- Department of Biochemistry and Molecular Genetics, Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Ting Zhou
- Developmental Biology Program, Sloan Kettering Institute, New York, NY, USA
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25
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Fang K, Pishva E, Piers T, Scholpp S. Amyloid-β can activate JNK signalling via WNT5A-ROR2 to reduce synapse formation in Alzheimer's disease. J Cell Sci 2025; 138:JCS263526. [PMID: 39907042 PMCID: PMC11832185 DOI: 10.1242/jcs.263526] [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: 09/05/2024] [Accepted: 12/19/2024] [Indexed: 02/06/2025] Open
Abstract
Wnt signalling is an essential signalling system in neurogenesis, with a crucial role in synaptic plasticity and neuronal survival, processes that are disrupted in Alzheimer's disease (AD). Within this network, the Wnt/β-catenin pathway has been studied for its neuroprotective role, and this is suppressed in AD. However, the involvement of the non-canonical Wnt-planar cell polarity (Wnt/PCP) pathway in AD remains to be determined. This study investigates the role of ROR2, a Wnt/PCP co-receptor, in synaptogenesis. We demonstrate that WNT5A-ROR2 signalling activates the JNK pathway, leading to synapse loss in mature neurons. This effect mirrors the synaptotoxic actions of Aβ1-42 and DKK1, which are elevated in AD. Notably, blocking ROR2 and JNK mitigates Aβ1-42 and DKK1-induced synapse loss, suggesting their dependence on ROR2. In induced pluripotent stem cell (iPSC)-derived cortical neurons carrying a PSEN1 mutation, known to increase the Aβ42/40 ratio, we observed increased WNT5A-ROR2 clustering and reduced numbers of synapses. Inhibiting ROR2 or JNK partially rescued synaptogenesis in these neurons. These findings suggest that, unlike the Wnt/β-catenin pathway, the Wnt/PCP-ROR2 signalling pathway can operate in a feedback loop with Aβ1-42 to enhance JNK signalling and contribute to synapse loss in AD.
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Affiliation(s)
- Kevin Fang
- Living Systems Institute, University of Exeter, Exeter EX4 4QD, UK
| | - Ehsan Pishva
- Department of Psychiatry and Neuropsychology, Mental Health and Neuroscience Research Institute, University Maastricht, 6229 ER Maastricht, The Netherlands
| | - Thomas Piers
- Living Systems Institute, University of Exeter, Exeter EX4 4QD, UK
- University of Exeter Medical School, RILD Building, RD&E Hospital Wonford, Exeter EX2 5DW, UK
| | - Steffen Scholpp
- Living Systems Institute, University of Exeter, Exeter EX4 4QD, UK
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26
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Bhattarai P, Yilmaz E, Cakir EÖ, Korkmaz HY, Lee AJ, Ma Y, Celikkaya H, Cosacak MI, Haage V, Wang X, Nelson N, Lin W, Zhang Y, Nuriel T, Jülich D, Iş Ö, Holley SA, de Jager P, Fisher E, Tubbesing K, Teich AF, Bertucci T, Temple S, Ertekin-Taner N, Vardarajan BN, Mayeux R, Kizil C. APOE- ε4-induced Fibronectin at the blood-brain barrier is a conserved pathological mediator of disrupted astrocyte-endothelia interaction in Alzheimer's disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.24.634732. [PMID: 39975303 PMCID: PMC11838230 DOI: 10.1101/2025.01.24.634732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Blood-brain barrier (BBB) dysfunction is a key feature of Alzheimer's disease (AD), particularly in individuals carrying the APOE-ε4 allele. This dysfunction worsens neuroinflammation and hinders the removal of toxic proteins, such as amyloid-beta (Aβ42), from the brain. In post-mortem brain tissues and in animal models, we previously reported that fibronectin accumulates at the BBB predominantly in APOE-ε4 carriers. Furthermore, we found a loss-of-function variant in the fibronectin 1 ( FN1 ) gene significantly reduces aggregated fibronectin levels and decreases AD risk among APOE-ε4 carriers. Yet, the molecular mechanisms downstream of fibronectin at the BBB remain unclear. The extracellular matrix (ECM) plays a crucial role in maintaining BBB homeostasis and orchestrating the interactions between BBB cell types, including endothelia and astrocytes. Understanding the mechanisms affecting the ECM and BBB cell types will be critical for developing effective therapies against AD, especially among APOE-ε4 carriers. Here, we demonstrate that APOE-ε4 , Aβ42, and inflammation drive the induction of FN1 expression in several models including zebrafish, mice, iPSC-derived human 3D astrocyte and 3D cerebrovascular cell cultures, and in human brains. Fibronectin accumulation disrupts astroglial-endothelial interactions and the signalling cascade between vascular endothelial growth factor (VEGF), heparin-binding epidermal growth factor (HBEGF) and Insulin-like growth factor 1 (IGF1). This accumulation of fibronectin in APOE-ε4- associated AD potentiates BBB dysfunction, which strongly implicates reducing fibronectin deposition as a potential therapeutic target for AD. Graphical abstract Accessibility text This image illustrates the effects of different APOE isoforms (ApoE-ε3 and ApoE-ε4) on blood-brain barrier (BBB) integrity, focusing on the molecular interactions between astrocytes and endothelial cells. This figure emphasizes the detrimental effects of ApoE-ε4 on BBB integrity via fibronectin accumulation and altered signaling pathways. The top section provides a schematic overview of the blood-brain barrier, highlighting astrocytes, endothelial cells, and their interface. The left panel represents the ApoE-ε3 condition: Normal fibronectin (FN1) levels support healthy interactions between astrocytes and endothelial cells. Growth factors, including VEGFA, HBEGF, and IGF1, maintain BBB integrity through their respective receptors (VEGFR and EGFR). Green arrows indicate activation of these signaling pathways. The right panel depicts the ApoE-ε4 condition: Elevated fibronectin (FN1) disrupts astrocyte-endothelium interactions. FN1 binds integrins and activates focal adhesion kinase (FAK), inhibiting VEGFA, which is required for endothelial HBEGF that in turn activates IGF1 signaling. Red symbols indicate inhibition of HBEGF, VEGFA, and IGF1 pathways, leading to BBB dysfunction. Highlights APOE-ε4 drives fibronectin deposition in Alzheimer's, disrupting astrocyte-endothelia interactions. APOE-ε4 and fibronectin co-localize, forming aggregates at blood-brain barrier (BBB). Fibronectin alters the signaling between VEGF, IGF1, and HBEGF impairing BBB function. Reducing fibronectin restores BBB integrity and offsets APOE-ε4 pathology.
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27
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Li Z, Weller CA, Shah S, Johnson NL, Hao Y, Jarreau PB, Roberts J, Guha D, Bereda C, Klaisner S, Machado P, Zanovello M, Prudencio M, Oskarsson B, Staff NP, Dickson DW, Fratta P, Petrucelli L, Narayan P, Cookson MR, Ward ME, Singleton AB, Nalls MA, Qi YA. ProtPipe: A Multifunctional Data Analysis Pipeline for Proteomics and Peptidomics. GENOMICS, PROTEOMICS & BIOINFORMATICS 2025; 22:qzae083. [PMID: 39576693 PMCID: PMC11842048 DOI: 10.1093/gpbjnl/qzae083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 10/11/2024] [Accepted: 10/20/2024] [Indexed: 11/27/2024]
Abstract
Mass spectrometry (MS) is a technique widely employed for the identification and characterization of proteins, with personalized medicine, systems biology, and biomedical applications. The application of MS-based proteomics advances our understanding of protein function, cellular signaling, and complex biological systems. MS data analysis is a critical process that includes identifying and quantifying proteins and peptides and then exploring their biological functions in downstream analyses. To address the complexities associated with MS data analysis, we developed ProtPipe to streamline and automate the processing and analysis of high-throughput proteomics and peptidomics datasets with DIA-NN preinstalled. The pipeline facilitates data quality control, sample filtering, and normalization, ensuring robust and reliable downstream analyses. ProtPipe provides downstream analyses, including protein and peptide differential abundance identification, pathway enrichment analysis, protein-protein interaction analysis, and major histocompatibility complex (MHC)-peptide binding affinity analysis. ProtPipe generates annotated tables and visualizations by performing statistical post-processing and calculating fold changes between predefined pairwise conditions in an experimental design. It is an open-source, well-documented tool available at https://github.com/NIH-CARD/ProtPipe, with a user-friendly web interface.
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Affiliation(s)
- Ziyi Li
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
- DataTecnica LLC, Washington, DC 20812, USA
| | - Cory A Weller
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
- DataTecnica LLC, Washington, DC 20812, USA
| | - Syed Shah
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
- DataTecnica LLC, Washington, DC 20812, USA
| | - Nicholas L Johnson
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
- DataTecnica LLC, Washington, DC 20812, USA
| | - Ying Hao
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Paige B Jarreau
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jessica Roberts
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Deyaan Guha
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Colleen Bereda
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Sydney Klaisner
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Pedro Machado
- UCL Queen Square Motor Neuron Disease Centre, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, London, WC1N 3BG, UK
| | - Matteo Zanovello
- UCL Queen Square Motor Neuron Disease Centre, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, London, WC1N 3BG, UK
| | - Mercedes Prudencio
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA
- Neuroscience Graduate Program, Mayo Clinic Graduate School of Biomedical Sciences, Jacksonville, FL 32224, USA
| | - Björn Oskarsson
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA
- Neuroscience Graduate Program, Mayo Clinic Graduate School of Biomedical Sciences, Jacksonville, FL 32224, USA
| | - Nathan P Staff
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA
| | - Dennis W Dickson
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Pietro Fratta
- UCL Queen Square Motor Neuron Disease Centre, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, London, WC1N 3BG, UK
| | - Leonard Petrucelli
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA
- Neuroscience Graduate Program, Mayo Clinic Graduate School of Biomedical Sciences, Jacksonville, FL 32224, USA
| | - Priyanka Narayan
- Genetics and Biochemistry Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Mark R Cookson
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD 20892, USA
| | - Michael E Ward
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Andrew B Singleton
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD 20892, USA
| | - Mike A Nalls
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
- DataTecnica LLC, Washington, DC 20812, USA
| | - Yue A Qi
- Center for Alzheimer’s and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
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Martinez-Sanchez M, Skarnes W, Jain A, Vemula S, Sun L, Rockowitz S, Whitman MC. Chromosome 4 Duplication Associated with Strabismus Leads to Gene Expression Changes in iPSC-Derived Cortical Neurons. Genes (Basel) 2025; 16:80. [PMID: 39858627 PMCID: PMC11764630 DOI: 10.3390/genes16010080] [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: 12/18/2024] [Revised: 01/09/2025] [Accepted: 01/10/2025] [Indexed: 01/27/2025] Open
Abstract
BACKGROUND/OBJECTIVES Strabismus is the most common ocular disorder of childhood. Three rare, recurrent genetic duplications have been associated with both esotropia and exotropia, but the mechanisms by which they contribute to strabismus are unknown. This work aims to investigate the mechanisms of the smallest of the three, a 23 kb duplication on chromosome 4 (hg38|4:25,554,985-25,578,843). METHODS Using CRISPR and bridging oligos, we introduced the duplication into the Kolf2.1J iPSC line. We differentiated the parent line and the line with the duplication into cortical neurons using a three-dimensional differentiation protocol, and performed bulk RNASeq on neural progenitors (day 14) and differentiated neurons (day 63). RESULTS We successfully introduced the duplication into Kolf2.1J iPSCs by nucleofecting a bridging oligo for the newly formed junction along with cas9 ribonucleoparticles. We confirmed that the cells had a tandem duplication without inversion or deletion. The parent line and the line with the duplication both differentiated into neurons reliably. There were a total of 37 differentially expressed genes (DEGs) at day 63, 25 downregulated and 12 upregulated. There were 55 DEGs at day 14, 18 of which were also DEGs at day 63. The DEGs included a number of protocadherins, several genes involved in neuronal development, including SLITRK2, CSMD1, and VGF, and several genes of unknown function. CONCLUSIONS A copy number variant (CNV) that confers risk for strabismus affects gene expression of several genes involved in neural development, highlighting that strabismus most likely results from abnormal neural development, and identifying several new genes and pathways for further research into the pathophysiology of strabismus.
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Affiliation(s)
- Mayra Martinez-Sanchez
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA 02115, USA; (M.M.-S.); (S.V.)
- Department of Ophthalmology, Harvard Medical School, Boston, MA 02115, USA
| | - William Skarnes
- Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA;
| | - Ashish Jain
- Research Computing, Department of Information Technology, Boston Children’s Hospital, Boston, MA 02115, USA; (A.J.); (L.S.); (S.R.)
| | - Sampath Vemula
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA 02115, USA; (M.M.-S.); (S.V.)
- Department of Ophthalmology, Harvard Medical School, Boston, MA 02115, USA
| | - Liang Sun
- Research Computing, Department of Information Technology, Boston Children’s Hospital, Boston, MA 02115, USA; (A.J.); (L.S.); (S.R.)
| | - Shira Rockowitz
- Research Computing, Department of Information Technology, Boston Children’s Hospital, Boston, MA 02115, USA; (A.J.); (L.S.); (S.R.)
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Mary C. Whitman
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA 02115, USA; (M.M.-S.); (S.V.)
- Department of Ophthalmology, Harvard Medical School, Boston, MA 02115, USA
- F.M. Kirby Neurobiology Center, Boston Children’s Hospital, Boston, MA 02115, USA
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29
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Kempthorne L, Vaizoglu D, Cammack AJ, Carcolé M, Roberts MJ, Mikheenko A, Fisher A, Suklai P, Muralidharan B, Kroll F, Moens TG, Yshii L, Verschoren S, Hölbling BV, Moreira FC, Katona E, Coneys R, de Oliveira P, Zhang YJ, Jansen K, Daughrity LM, McGown A, Ramesh TM, Van Den Bosch L, Lignani G, Rahim AA, Coyne AN, Petrucelli L, Rihel J, Isaacs AM. Dual-targeting CRISPR-CasRx reduces C9orf72 ALS/FTD sense and antisense repeat RNAs in vitro and in vivo. Nat Commun 2025; 16:459. [PMID: 39779704 PMCID: PMC11711508 DOI: 10.1038/s41467-024-55550-x] [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: 01/23/2024] [Accepted: 12/11/2024] [Indexed: 01/11/2025] Open
Abstract
The most common genetic cause of frontotemporal dementia (FTD) and amyotrophic lateral sclerosis (ALS) is an intronic G4C2 repeat expansion in C9orf72. The repeats undergo bidirectional transcription to produce sense and antisense repeat RNA species, which are translated into dipeptide repeat proteins (DPRs). As toxicity has been associated with both sense and antisense repeat-derived RNA and DPRs, targeting both strands may provide the most effective therapeutic strategy. CRISPR-Cas13 systems mature their own guide arrays, allowing targeting of multiple RNA species from a single construct. We show CRISPR-Cas13d variant CasRx effectively reduces overexpressed C9orf72 sense and antisense repeat transcripts and DPRs in HEK cells. In C9orf72 patient-derived iPSC-neuron lines, CRISPR-CasRx reduces endogenous sense and antisense repeat RNAs and DPRs and protects against glutamate-induced excitotoxicity. AAV delivery of CRISPR-CasRx to two distinct C9orf72 repeat mouse models significantly reduced both sense and antisense repeat-containing transcripts. This highlights the potential of RNA-targeting CRISPR systems as therapeutics for C9orf72 ALS/FTD.
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Affiliation(s)
- Liam Kempthorne
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Deniz Vaizoglu
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Alexander J Cammack
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Mireia Carcolé
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Martha J Roberts
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Alla Mikheenko
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Alessia Fisher
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Pacharaporn Suklai
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Bhavana Muralidharan
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
- Institute for Stem Cell Science and Regenerative Medicine, Bangalore, 560065, India
| | - François Kroll
- Department of Cell and Developmental Biology, University College London, London, WC1E 6BT, UK
| | - Thomas G Moens
- VIB-KU Center for Brain and Disease Research, Leuven, 3001, Belgium
| | - Lidia Yshii
- VIB-KU Center for Brain and Disease Research, Leuven, 3001, Belgium
| | - Stijn Verschoren
- VIB-KU Center for Brain and Disease Research, Leuven, 3001, Belgium
| | - Benedikt V Hölbling
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Francisco C Moreira
- Department of Clinical & Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Eszter Katona
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Rachel Coneys
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Paula de Oliveira
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Yong-Jie Zhang
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - Karen Jansen
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, 32224, USA
| | | | - Alexander McGown
- Sheffield Institute for Translational Neuroscience, University of Sheffield, Sheffield, S10 2HQ, UK
| | - Tennore M Ramesh
- Sheffield Institute for Translational Neuroscience, University of Sheffield, Sheffield, S10 2HQ, UK
| | | | - Gabriele Lignani
- Department of Clinical & Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Ahad A Rahim
- UCL School of Pharmacy, University College London, London, WC1N 1AX, UK
| | - Alyssa N Coyne
- Department of Neurology, Johns Hopkins University, Baltimore, USA
- Brain Science Institute, Johns Hopkins University, Baltimore, USA
| | | | - Jason Rihel
- Department of Cell and Developmental Biology, University College London, London, WC1E 6BT, UK
| | - Adrian M Isaacs
- UK Dementia Research Institute at UCL, London, WC1E 6BT, UK.
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK.
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30
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Dowrey TW, Cranston SF, Skvir N, Lok Y, Gould B, Petrowitz B, Villar D, Shan J, James M, Dodge M, Belkina AC, Giadone RM, Milman S, Sebastiani P, Perls TT, Andersen SL, Murphy GJ. A longevity-specific bank of induced pluripotent stem cells from centenarians and their offspring. Aging Cell 2025; 24:e14351. [PMID: 39319670 PMCID: PMC11709102 DOI: 10.1111/acel.14351] [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: 04/07/2024] [Revised: 08/02/2024] [Accepted: 09/05/2024] [Indexed: 09/26/2024] Open
Abstract
Centenarians provide a unique lens through which to study longevity, healthy aging, and resiliency. Moreover, models of human aging and resilience to disease that allow for the testing of potential interventions are virtually non-existent. We obtained and characterized over 96 centenarian and offspring peripheral blood samples including those connected to functional independence data highlighting resistance to disability and cognitive impairment. Targeted methylation arrays were used in molecular aging clocks to compare and contrast differences between biological and chronological age in these specialized subjects. Isolated peripheral blood mononuclear cells (PBMCs) from 20 of these subjects were then successfully reprogrammed into high-quality induced pluripotent stem cell (iPSC) lines which were functionally characterized for pluripotency, genomic stability, and the ability to undergo directed differentiation. The result of this work is a one-of-a-kind resource for studies of human longevity and resilience that can fuel the discovery and validation of novel therapeutics for aging-related disease.
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Affiliation(s)
- Todd W. Dowrey
- Center for Regenerative Medicine of Boston University and Boston Medical CenterBostonMassachusettsUSA
- Section of Hematology and Medical OncologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Samuel F. Cranston
- Center for Regenerative Medicine of Boston University and Boston Medical CenterBostonMassachusettsUSA
- Section of Hematology and Medical OncologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Nicholas Skvir
- Center for Regenerative Medicine of Boston University and Boston Medical CenterBostonMassachusettsUSA
- Section of Hematology and Medical OncologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Yvonne Lok
- Center for Regenerative Medicine of Boston University and Boston Medical CenterBostonMassachusettsUSA
- Section of Hematology and Medical OncologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Brian Gould
- Section of Geriatrics, Department of MedicineBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Bradley Petrowitz
- Section of Geriatrics, Department of MedicineBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | | | - Jidong Shan
- Albert Einstein College of MedicineBronxNew YorkUSA
| | - Marianne James
- Center for Regenerative Medicine of Boston University and Boston Medical CenterBostonMassachusettsUSA
| | - Mark Dodge
- Center for Regenerative Medicine of Boston University and Boston Medical CenterBostonMassachusettsUSA
| | - Anna C. Belkina
- Flow Cytometry Core FacilityBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of Pathology and Laboratory MedicineBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Richard M. Giadone
- Department of Stem Cell and Regenerative BiologyHarvard UniversityCambridgeMassachusettsUSA
| | | | - Paola Sebastiani
- Institute for Clinical Research and Health Policy StudiesTufts Medical CenterBostonMassachusettsUSA
| | - Thomas T. Perls
- Section of Geriatrics, Department of MedicineBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Stacy L. Andersen
- Section of Geriatrics, Department of MedicineBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - George J. Murphy
- Center for Regenerative Medicine of Boston University and Boston Medical CenterBostonMassachusettsUSA
- Section of Hematology and Medical OncologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
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31
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Borah R, O'Sullivan J, Suku M, Spurling D, Diez Clarke D, Nicolosi V, Caldwell MA, Monaghan MG. Electrically Conductive Injectable Silk/PEDOT: PSS Hydrogel for Enhanced Neural Network Formation. J Biomed Mater Res A 2025; 113:e37859. [PMID: 39719872 DOI: 10.1002/jbm.a.37859] [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: 08/07/2024] [Revised: 12/06/2024] [Accepted: 12/12/2024] [Indexed: 12/26/2024]
Abstract
With no effective treatments for functional recovery after injury, spinal cord injury (SCI) remains one of the unresolved healthcare challenges. Human induced pluripotent stem cell (hiPSC) transplantation is a versatile patient-specific regenerative approach for functional recovery after SCI. Injectable electroconductive hydrogel (ECH) can further enhance the cell transplantation efficacy through a minimally invasive manner as well as recapitulate the native bioelectrical microenvironment of neural tissue. Given these considerations, we report a novel ECH prepared through self-assembly facilitated in situ gelation of natural silk fibroin (SF) derived from mulberry Bombyx mori silk and electrically conductive PEDOT:PSS. PEDOT:PSS was pre-stabilized to prevent the potential delamination of its hydrophilic PSS chain under aqueous environment using 3% (v/v) (3-glycidyloxypropyl)trimethoxysilane (GoPS) and 3% (w/v) poly(ethylene glycol)diglycidyl ether (PeGDE). The resultant ECH formulations are easily injectable with standard hand force with flow point below 100 Pa and good shear-thinning properties. The ECH formulations with unmodified and GoPS-modified PEDOT:PSS, that is, SF/PEDOT and SF/PEDOTGoP maintain comparable elastic modulus to spinal cord (~10-60 kPa) under physiological condition, indicating their flexibility. The GoPS-modified ECHs also display improved structural recoverability (~70%-90%) as compared to the unmodified versions of the ECHs (~30%-80%), as indicated by the three interval time thixotropy (3ITT) test. Additionally, these ECHs possess electrical conductivity in the range of ~0.2-1.2 S/m comparable to spinal cord (1-10 S/m), indicating their ability to mimic native bioelectrical environment. Approximately 80% or more cell survival was observed when hiPSC-derived cortical neurons and astrocytes were encapsulated within these ECHs. These ECHs support the maturation of cortical neurons when embedded for 7 days, fostering the development of a complex, interconnected network of long axonal processes and promoting synaptogenesis. These results underline the potential of silk ECHs in cell transplantation therapy for spinal cord regeneration.
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Affiliation(s)
- Rajiv Borah
- Discipline of Mechanical, Manufacturing and Biomedical Engineering, Trinity College Dublin, Dublin 2, Ireland
- Trinity Centre for Biomedical Engineering, Trinity College Dublin, Dublin 2, Ireland
- Advanced Materials and Bio-Engineering Research (AMBER), Centre at Trinity College Dublin and the Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Julia O'Sullivan
- Department of Physiology, School of Medicine, Trinity College Dublin, Dublin 2, Ireland
- Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin 2, Ireland
| | - Meenakshi Suku
- Discipline of Mechanical, Manufacturing and Biomedical Engineering, Trinity College Dublin, Dublin 2, Ireland
- Trinity Centre for Biomedical Engineering, Trinity College Dublin, Dublin 2, Ireland
| | - Dahnan Spurling
- Advanced Materials and Bio-Engineering Research (AMBER), Centre at Trinity College Dublin and the Royal College of Surgeons in Ireland, Dublin 2, Ireland
- Centre for Research on Adaptive Nanostructures and Nanodevices (CRANN), Trinity College Dublin, Dublin 2, Ireland
- School of Chemistry, Trinity College Dublin, Dublin 2, Ireland
| | - Daniel Diez Clarke
- Discipline of Mechanical, Manufacturing and Biomedical Engineering, Trinity College Dublin, Dublin 2, Ireland
- Trinity Centre for Biomedical Engineering, Trinity College Dublin, Dublin 2, Ireland
| | - Valeria Nicolosi
- Advanced Materials and Bio-Engineering Research (AMBER), Centre at Trinity College Dublin and the Royal College of Surgeons in Ireland, Dublin 2, Ireland
- Centre for Research on Adaptive Nanostructures and Nanodevices (CRANN), Trinity College Dublin, Dublin 2, Ireland
- School of Chemistry, Trinity College Dublin, Dublin 2, Ireland
| | - Maeve A Caldwell
- Department of Physiology, School of Medicine, Trinity College Dublin, Dublin 2, Ireland
- Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin 2, Ireland
| | - Michael G Monaghan
- Discipline of Mechanical, Manufacturing and Biomedical Engineering, Trinity College Dublin, Dublin 2, Ireland
- Trinity Centre for Biomedical Engineering, Trinity College Dublin, Dublin 2, Ireland
- Advanced Materials and Bio-Engineering Research (AMBER), Centre at Trinity College Dublin and the Royal College of Surgeons in Ireland, Dublin 2, Ireland
- CÚRAM, Research Ireland Centre for Research in Medical Devices, National University of Ireland, Galway, Ireland
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32
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Yun J, So J, Jeong S, Jang J, Han S, Jeon J, Lee K, Jang HR, Lee J. Transcriptome and epigenome dynamics of the clonal heterogeneity of human induced pluripotent stem cells for cardiac differentiation. Cell Mol Life Sci 2024; 82:2. [PMID: 39661125 PMCID: PMC11635083 DOI: 10.1007/s00018-024-05493-9] [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: 06/07/2024] [Revised: 10/22/2024] [Accepted: 11/06/2024] [Indexed: 12/12/2024]
Abstract
Human induced pluripotent stem cells (hiPSCs) generate multiple clones with inherent heterogeneity, leading to variations in their differentiation capacity. Previous studies have primarily addressed line-to-line variations in differentiation capacity, leaving a gap in the comprehensive understanding of clonal heterogeneity. Here, we aimed to profile the heterogeneity of hiPSC clones and identify predictive biomarkers for cardiomyocyte (CM) differentiation capacity by integrating transcriptomic, epigenomic, endogenous retroelement, and protein kinase phosphorylation profiles. We generated multiple clones from a single donor and validated that these clones exhibited comparable levels of pluripotency markers. The clones were classified into two groups based on their differentiation efficiency to CMs-productive clone (PC) and non-productive clone (NPC). We performed RNA sequencing (RNA-seq) and assay for transposase-accessible chromatin with sequencing (ATAC-seq). NPC was enriched in vasculogenesis and cell adhesion, accompanied by elevated levels of phosphorylated ERK1/2. Conversely, PC exhibited enrichment in embryonic organ development and transcription factor activation, accompanied by increased chromatin accessibility near transcription start site (TSS) regions. Integrative analysis of RNA-seq and ATAC-seq revealed 14 candidate genes correlated with cardiac differentiation potential. Notably, TEK and SDR42E1 were upregulated in NPC. Our integrative profiles enhance the understanding of clonal heterogeneity and highlight two novel biomarkers associated with CM differentiation. This insight may facilitate the identification of suboptimal hiPSC clones, thereby mitigating adverse outcomes in clinical applications.
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Affiliation(s)
- Jihye Yun
- Department of Biopharmaceutical Convergence, Sungkyunkwan University, Suwon, 16419, Republic of Korea
- School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea
| | - Jaemin So
- Department of Biopharmaceutical Convergence, Sungkyunkwan University, Suwon, 16419, Republic of Korea
- School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea
| | - Seunghee Jeong
- Department of Biopharmaceutical Convergence, Sungkyunkwan University, Suwon, 16419, Republic of Korea
- School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea
| | - Jiye Jang
- Department of Biopharmaceutical Convergence, Sungkyunkwan University, Suwon, 16419, Republic of Korea
- School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea
| | - Soyoung Han
- Department of Biopharmaceutical Convergence, Sungkyunkwan University, Suwon, 16419, Republic of Korea
- School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea
| | - Junseok Jeon
- Division of Nephrology, Department of Medicine, Cell and Gene Therapy Institute, Samsung Medical Center, Sungkyunkwan University of Medicine, Seoul, Republic of Korea
| | - Kyungho Lee
- Division of Nephrology, Department of Medicine, Cell and Gene Therapy Institute, Samsung Medical Center, Sungkyunkwan University of Medicine, Seoul, Republic of Korea
| | - Hye Ryoun Jang
- Division of Nephrology, Department of Medicine, Cell and Gene Therapy Institute, Samsung Medical Center, Sungkyunkwan University of Medicine, Seoul, Republic of Korea
| | - Jaecheol Lee
- Department of Biopharmaceutical Convergence, Sungkyunkwan University, Suwon, 16419, Republic of Korea.
- School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea.
- Epigenome Dynamics Control Research Center (EDCRC), School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea.
- Biomedical Institute for Convergence at SKKU (BICS), Sungkyunkwan University, Suwon, 16419, Republic of Korea.
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33
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Hu R, Boshans LL, Zhu B, Cai P, Tao Y, Youssef M, Girrbach GI, Song Y, Wang X, Tsankov A, Buxbaum JD, Ma S, Yang N. Expanding GABAergic Neuronal Diversity in iPSC-Derived Disease Models. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.03.626438. [PMID: 39677822 PMCID: PMC11642846 DOI: 10.1101/2024.12.03.626438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
GABAergic interneurons play a critical role in maintaining neural circuit function, and their dysfunction is implicated in various neurodevelopmental and psychiatric disorders. Traditional approaches for differentiating human pluripotent stem cells (PSCs) into neuronal cells often face challenges such as incomplete neural differentiation, prolonged culture periods, and variability across PSC lines. To address these limitations, we developed a new strategy that integrates overexpression of transcription factors ASCL1 and DLX2 with dual-SMAD and WNT inhibition, efficiently driving the differentiation of human PSCs into diverse, region-specific GABAergic neuronal types. Using single-cell sequencing, we characterized the cellular heterogeneity of GABAergic induced neurons (iNs) generated with the patterning factors (patterned iNs) and those derived solely with transcription factors (PSC-derived iNs), uncovering the regulatory mechanisms that govern their fate specification. Patterned iNs exhibited gene expression features corresponding to multiple brain regions, particularly ganglionic eminence (GE) and neocortex, while GABAergic PSC-derived iNs predominantly resembled hypothalamic and thalamic neurons. Both iN types were enriched for genes relevant to neurodevelopmental and psychiatric disorders, with patterned iNs more specifically linked to neural lineage genes, highlighting their utility for disease modeling. We further applied this protocol to investigate the impact of an ADNP syndrome-associated mutation (p.Tyr719* variant) on GABAergic neuron differentiation, revealing that this mutation disrupts GABAergic fate specification and synaptic transmission. Overall, this study expands the toolkit for disease modeling by demonstrating the complementary advantages of GABAergic PSC-derived iNs and patterned iNs in representing distinct GABAergic neuron subtypes, brain regions, and disease contexts. These approaches offer a powerful platform for elucidating the molecular mechanisms underlying various neurodevelopmental and psychiatric disorders.
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Affiliation(s)
- Ruiqi Hu
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Alper Center for Neurodevelopment and Regeneration, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Institute for Regenerative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- These authors contributed equally
| | - Linda L Boshans
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Alper Center for Neurodevelopment and Regeneration, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Institute for Regenerative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- These authors contributed equally
| | - Bohan Zhu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Peiwen Cai
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Yiran Tao
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Alper Center for Neurodevelopment and Regeneration, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Institute for Regenerative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Mark Youssef
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Alper Center for Neurodevelopment and Regeneration, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Institute for Regenerative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Gizem Inak Girrbach
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Alper Center for Neurodevelopment and Regeneration, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Institute for Regenerative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Yingnan Song
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Xuran Wang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Alexander Tsankov
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Joseph D Buxbaum
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Sai Ma
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Nan Yang
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Alper Center for Neurodevelopment and Regeneration, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Institute for Regenerative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Lead contact
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Kjar A, Haschert MR, Zepeda JC, Simmons AJ, Yates A, Chavarria D, Fernandez M, Robertson G, Abdulrahman AM, Kim H, Marguerite NT, Moen RK, Drake LE, Curry CW, O'Grady BJ, Gama V, Lau KS, Grueter B, Brunger JM, Lippmann ES. Biofunctionalized gelatin hydrogels support development and maturation of iPSC-derived cortical organoids. Cell Rep 2024; 43:114874. [PMID: 39423129 PMCID: PMC11682736 DOI: 10.1016/j.celrep.2024.114874] [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: 02/15/2024] [Revised: 09/16/2024] [Accepted: 09/30/2024] [Indexed: 10/21/2024] Open
Abstract
Human neural organoid models have become an important tool for studying neurobiology. However, improving the representativeness of neural cell populations in such organoids remains a major effort. In this work, we compared Matrigel, a commercially available matrix, to a neural cadherin (N-cadherin) peptide-functionalized gelatin methacryloyl hydrogel (termed GelMA-Cad) for culturing cortical neural organoids. We determined that peptide presentation can tune cell fate and diversity in gelatin-based matrices during differentiation. Of particular note, cortical organoids cultured in GelMA-Cad hydrogels mapped more closely to human fetal populations and produced neurons with more spontaneous excitatory postsynaptic currents relative to Matrigel. These results provide compelling evidence that matrix-tethered signaling peptides can influence neural organoid differentiation, opening an avenue to control stem cell fate. Moreover, outcomes from this work showcase the technical utility of GelMA-Cad as a simple and defined hydrogel alternative to Matrigel for neural organoid culture.
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Affiliation(s)
- Andrew Kjar
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Mia R Haschert
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, USA
| | - José C Zepeda
- Department of Pharmacology, Vanderbilt University, Nashville, TN, USA
| | - A Joey Simmons
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alexis Yates
- Interdisciplinary Materials Science Program, Vanderbilt University, Nashville, TN, USA
| | - Daniel Chavarria
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, USA
| | - Melanie Fernandez
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Gabriella Robertson
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Adam M Abdulrahman
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Hyosung Kim
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, USA
| | - Nicole T Marguerite
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, USA
| | - Rachel K Moen
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, USA
| | - Lauren E Drake
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Corinne W Curry
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, USA
| | - Brian J O'Grady
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, USA
| | - Vivian Gama
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN, USA; Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA; Vanderbilt Center for Stem Cell Biology, Vanderbilt University, Nashville, TN, USA
| | - Ken S Lau
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA; Vanderbilt Center for Stem Cell Biology, Vanderbilt University, Nashville, TN, USA; Chemical and Physical Biology Program, Vanderbilt University School of Medicine, Nashville, TN, USA; Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA; Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Brad Grueter
- Department of Pharmacology, Vanderbilt University, Nashville, TN, USA; Department of Anesthesiology, Vanderbilt University, Nashville, TN, USA; Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, TN, USA
| | - Jonathan M Brunger
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA; Vanderbilt Center for Stem Cell Biology, Vanderbilt University, Nashville, TN, USA; Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ethan S Lippmann
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA; Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, USA; Interdisciplinary Materials Science Program, Vanderbilt University, Nashville, TN, USA; Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA; Vanderbilt Center for Stem Cell Biology, Vanderbilt University, Nashville, TN, USA; Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA; Vanderbilt Memory and Alzheimer's Center, Vanderbilt University Medical Center, Nashville, TN, USA.
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35
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Palumbos SD, Popolow J, Goldsmith J, Holzbaur EL. Autophagic stress activates distinct compensatory secretory pathways in neurons. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.07.621551. [PMID: 39574677 PMCID: PMC11580983 DOI: 10.1101/2024.11.07.621551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/30/2024]
Abstract
Autophagic dysfunction is a hallmark of neurodegenerative disease, leaving neurons vulnerable to the accumulation of damaged organelles and proteins. However, the late onset of diseases suggests that compensatory quality control mechanisms may be engaged to delay the deleterious effects induced by compromised autophagy. Neurons expressing common familial Parkinson's disease (PD)-associated mutations in LRRK2 kinase exhibit defective autophagy. Here, we demonstrate that both primary murine neurons and human iPSC-derived neurons harboring pathogenic LRRK2 upregulate the secretion of extracellular vesicles. We used unbiased proteomics to characterize the secretome of LRRK2G2019S neurons and found that autophagic cargos including mitochondrial proteins were enriched. Based on these observations, we hypothesized that autophagosomes are rerouted toward secretion when cell-autonomous degradation is compromised, likely to mediate clearance of undegraded cellular waste. Immunoblotting confirmed the release of autophagic cargos and immunocytochemistry demonstrated that secretory autophagy was upregulated in LRRK2G2019S neurons. We also found that LRRK2G2019S neurons upregulate the release of exosomes containing miRNAs. Live-cell imaging confirmed that this upregulation of exosomal release was dependent on hyperactive LRRK2 activity, while pharmacological experiments indicate that this release staves off apoptosis. Finally, we show that markers of both vesicle populations are upregulated in plasma from mice expressing pathogenic LRRK2. In sum, we find that neurons expressing pathogenic LRRK2 upregulate the compensatory release of secreted autophagosomes and exosomes, to mediate waste disposal and transcellular communication, respectively. We propose that this increased secretion contributes to the maintenance of cellular homeostasis, delaying neurodegenerative disease progression over the short term while potentially contributing to increased neuroinflammation over the longer term.
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Affiliation(s)
- Sierra D. Palumbos
- Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD 20815, USA
| | - Jacob Popolow
- Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Juliet Goldsmith
- Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD 20815, USA
| | - Erika L.F. Holzbaur
- Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD 20815, USA
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36
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Nourreddine S, Doctor Y, Dailamy A, Forget A, Lee YH, Chinn B, Khaliq H, Polacco B, Muralidharan M, Pan E, Zhang Y, Sigaeva A, Hansen JN, Gao J, Parker JA, Obernier K, Clark T, Chen JY, Metallo C, Lundberg E, Ideker T, Krogan N, Mali P. A PERTURBATION CELL ATLAS OF HUMAN INDUCED PLURIPOTENT STEM CELLS. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.03.621734. [PMID: 39574586 PMCID: PMC11580897 DOI: 10.1101/2024.11.03.621734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/30/2024]
Abstract
Towards comprehensively investigating the genotype-phenotype relationships governing the human pluripotent stem cell state, we generated an expressed genome-scale CRISPRi Perturbation Cell Atlas in KOLF2.1J human induced pluripotent stem cells (hiPSCs) mapping transcriptional and fitness phenotypes associated with 11,739 targeted genes. Using the transcriptional phenotypes, we created a minimum distortion embedding map of the pluripotent state, demonstrating rich recapitulation of protein complexes, such as strong co-clustering of MRPL, BAF, SAGA, and Ragulator family members. Additionally, we uncovered transcriptional regulators that are uncoupled from cell fitness, discovering potential novel pluripotency (JOSD1, RNF7) and metabolic factors (ZBTB41). We validated these findings via phenotypic, protein-interaction, and metabolic tracing assays. Finally, we propose a contrastive human-cell engineering framework (CHEF), a machine learning architecture that learns from perturbation cell atlases to predict perturbation recipes that achieve desired transcriptional states. Taken together, our study presents a comprehensive resource for interrogating the regulatory networks governing pluripotency.
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Affiliation(s)
- Sami Nourreddine
- Department of Bioengineering, University of California San Diego, CA, USA
| | - Yesh Doctor
- Department of Bioengineering, University of California San Diego, CA, USA
| | - Amir Dailamy
- Department of Bioengineering, University of California San Diego, CA, USA
| | - Antoine Forget
- Quantitative Biosciences Institute (QBI), University of California San Francisco, CA, USA
- Gladstone Institute of Data Science and Biotechnology, J. David Gladstone Institutes, San Francisco, CA, USA
| | - Yi-Hung Lee
- Department of Bioengineering, University of California San Diego, CA, USA
| | - Becky Chinn
- Department of Bioengineering, University of California San Diego, CA, USA
- School of Medicine, University of California San Diego, CA, USA
| | - Hammza Khaliq
- Department of Bioengineering, University of California San Diego, CA, USA
| | - Benjamin Polacco
- Quantitative Biosciences Institute (QBI), University of California San Francisco, CA, USA
- Gladstone Institute of Data Science and Biotechnology, J. David Gladstone Institutes, San Francisco, CA, USA
- Department of Cellular and Molecular Pharmacology, University of California San Francisco, CA, USA
| | - Monita Muralidharan
- Quantitative Biosciences Institute (QBI), University of California San Francisco, CA, USA
- Gladstone Institute of Data Science and Biotechnology, J. David Gladstone Institutes, San Francisco, CA, USA
| | - Emily Pan
- Department of Bioengineering, University of California San Diego, CA, USA
| | - Yifan Zhang
- Department of Bioengineering, University of California San Diego, CA, USA
| | - Alina Sigaeva
- Division of Cellular and Clinical Proteomics, Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | | | - Jiahao Gao
- School of Medicine, University of California San Diego, CA, USA
| | | | - Kirsten Obernier
- Gladstone Institute of Data Science and Biotechnology, J. David Gladstone Institutes, San Francisco, CA, USA
- Department of Cellular and Molecular Pharmacology, University of California San Francisco, CA, USA
| | - Timothy Clark
- Department of Medicine, University of Virginia, VA, USA
| | - Jake Y. Chen
- Department of Computer Science, The University of Alabama at Birmingham, VA, USA
| | - Christian Metallo
- Department of Bioengineering, University of California San Diego, CA, USA
- Molecular and Cell Biology Laboratory, The Salk Institute for Biological Studies, CA, USA
| | - Emma Lundberg
- Department of Bioengineering, Stanford University, CA, USA
- Department of Pathology, Stanford University, CA, USA
| | - Trey Ideker
- Department of Bioengineering, University of California San Diego, CA, USA
- School of Medicine, University of California San Diego, CA, USA
| | - Nevan Krogan
- Quantitative Biosciences Institute (QBI), University of California San Francisco, CA, USA
- Gladstone Institute of Data Science and Biotechnology, J. David Gladstone Institutes, San Francisco, CA, USA
- Department of Cellular and Molecular Pharmacology, University of California San Francisco, CA, USA
- Department of Bioengineering and Therapeutics Sciences, University of California San Francisco, CA, USA
| | - Prashant Mali
- Department of Bioengineering, University of California San Diego, CA, USA
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37
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Couch ACM, Brown AM, Raimundo C, Solomon S, Taylor M, Sichlinger L, Matuleviciute R, Srivastava DP, Vernon AC. Transcriptional and cellular response of hiPSC-derived microglia-neural progenitor co-cultures exposed to IL-6. Brain Behav Immun 2024; 122:27-43. [PMID: 39098436 DOI: 10.1016/j.bbi.2024.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 07/12/2024] [Accepted: 08/01/2024] [Indexed: 08/06/2024] Open
Abstract
Elevated interleukin (IL-)6 levels during prenatal development have been linked to increased risk for neurodevelopmental disorders (NDD) in the offspring, but the mechanism remains unclear. Human-induced pluripotent stem cell (hiPSC) models offer a valuable tool to study the effects of IL-6 on features relevant for human neurodevelopment in vitro. We previously reported that hiPSC-derived microglia-like cells (MGLs) respond to IL-6, but neural progenitor cells (NPCs) in monoculture do not. Therefore, we investigated whether co-culturing hiPSC-derived MGLs with NPCs would trigger a cellular response to IL-6 stimulation via secreted factors from the MGLs. Using N=4 donor lines without psychiatric diagnosis, we first confirmed that NPCs can respond to IL-6 through trans-signalling when recombinant IL-6Ra is present, and that this response is dose-dependent. MGLs secreted soluble IL-6R, but at lower levels than found in vivo and below that needed to activate trans-signalling in NPCs. Whilst transcriptomic and secretome analysis confirmed that MGLs undergo substantial transcriptomic changes after IL-6 exposure and subsequently secrete a cytokine milieu, NPCs in co-culture with MGLs exhibited a minimal transcriptional response. Furthermore, there were no significant cell fate-acquisition changes when differentiated into post-mitotic cultures, nor alterations in synaptic densities in mature neurons. These findings highlight the need to investigate if trans-IL-6 signalling to NPCs is a relevant disease mechanism linking prenatal IL-6 exposure to increased risk for psychiatric disorders. Moreover, our findings underscore the importance of establishing more complex in vitro human models with diverse cell types, which may show cell-specific responses to microglia-released cytokines to fully understand how IL-6 exposure may influence human neurodevelopment.
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Affiliation(s)
- Amalie C M Couch
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; MRC Centre for Neurodevelopmental Disorders, King's College London, London, UK.
| | - Amelia M Brown
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; MRC Centre for Neurodevelopmental Disorders, King's College London, London, UK
| | - Catarina Raimundo
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Shiden Solomon
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Morgan Taylor
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Laura Sichlinger
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; MRC Centre for Neurodevelopmental Disorders, King's College London, London, UK
| | - Rugile Matuleviciute
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; MRC Centre for Neurodevelopmental Disorders, King's College London, London, UK
| | - Deepak P Srivastava
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; MRC Centre for Neurodevelopmental Disorders, King's College London, London, UK
| | - Anthony C Vernon
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; MRC Centre for Neurodevelopmental Disorders, King's College London, London, UK.
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Henderson DJ, Alqahtani A, Chaudhry B, Cook A, Eley L, Houyel L, Hughes M, Keavney B, de la Pompa JL, Sled J, Spielmann N, Teboul L, Zaffran S, Mill P, Liu KJ. Beyond genomic studies of congenital heart defects through systematic modelling and phenotyping. Dis Model Mech 2024; 17:dmm050913. [PMID: 39575509 PMCID: PMC11603121 DOI: 10.1242/dmm.050913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 10/29/2024] [Indexed: 12/01/2024] Open
Abstract
Congenital heart defects (CHDs), the most common congenital anomalies, are considered to have a significant genetic component. However, despite considerable efforts to identify pathogenic genes in patients with CHDs, few gene variants have been proven as causal. The complexity of the genetic architecture underlying human CHDs likely contributes to this poor genetic discovery rate. However, several other factors are likely to contribute. For example, the level of patient phenotyping required for clinical care may be insufficient for research studies focused on mechanistic discovery. Although several hundred mouse gene knockouts have been described with CHDs, these are generally not phenotyped and described in the same way as CHDs in patients, and thus are not readily comparable. Moreover, most patients with CHDs carry variants of uncertain significance of crucial cardiac genes, further complicating comparisons between humans and mouse mutants. In spite of major advances in cardiac developmental biology over the past 25 years, these advances have not been well communicated to geneticists and cardiologists. As a consequence, the latest data from developmental biology are not always used in the design and interpretation of studies aimed at discovering the genetic causes of CHDs. In this Special Article, while considering other in vitro and in vivo models, we create a coherent framework for accurately modelling and phenotyping human CHDs in mice, thereby enhancing the translation of genetic and genomic studies into the causes of CHDs in patients.
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Affiliation(s)
- Deborah J. Henderson
- MRC National Mouse Genetics Network, Congenital Anomalies Cluster, Harwell, OX11 0RD, UK
- Biosciences Institute, Newcastle University, Centre for Life, Newcastle upon Tyne NE1 3BZ, UK
| | - Ahlam Alqahtani
- Biosciences Institute, Newcastle University, Centre for Life, Newcastle upon Tyne NE1 3BZ, UK
| | - Bill Chaudhry
- Biosciences Institute, Newcastle University, Centre for Life, Newcastle upon Tyne NE1 3BZ, UK
| | - Andrew Cook
- University College London, Zayed Centre for Research, London WC1N 1DZ, UK
| | - Lorraine Eley
- Biosciences Institute, Newcastle University, Centre for Life, Newcastle upon Tyne NE1 3BZ, UK
| | - Lucile Houyel
- Congenital and Pediatric Cardiology Unit, M3C-Necker, Hôpital Universitaire Necker-Enfants Malades, APHP, Université Paris Cité, 149 Rue de Sèvres, 75015 Paris, France
| | - Marina Hughes
- Cardiology Department, Norfolk and Norwich University Hospital, Norwich NR4 7UY, UK
| | - Bernard Keavney
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester M13 9PT, UK
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester M13 9PT, UK
| | - José Luis de la Pompa
- Intercellular Signaling in Cardiovascular Development and Disease Laboratory, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Melchor Fernández Almagro 3, 28029 Madrid, Spain
- Ciber de Enfermedades Cardiovasculares, Instituto de Salud Carlos III, Melchor Fernández Almagro 3, 28029 Madrid, Spain
| | - John Sled
- Mouse Imaging Centre, Hospital for Sick Children, Toronto M5G 1XS, Canada. Department of Medical Biophysics, University of Toronto, Toronto M5G 1XS, Canada
| | - Nadine Spielmann
- Institute of Experimental Genetics, German Mouse Clinic, Helmholtz Center Munich (GmbH), German Research Center for Environmental Health, D-85764 Neuherberg, Germany
| | - Lydia Teboul
- Mary Lyon Centre, MRC Harwell, Oxfordshire OX11 0RD, UK
| | - Stephane Zaffran
- Aix Marseille Université, INSERM, Marseille Medical Genetics, U1251, 13005 Marseille, France
| | - Pleasantine Mill
- MRC National Mouse Genetics Network, Congenital Anomalies Cluster, Harwell, OX11 0RD, UK
- MRC Human Genetics Unit, Institute for Genetics and Cancer, The University of Edinburgh, Edinburgh EH4 2XU, UK
| | - Karen J. Liu
- MRC National Mouse Genetics Network, Congenital Anomalies Cluster, Harwell, OX11 0RD, UK
- Centre for Craniofacial and Regenerative Biology, King's College London, London SE1 9RT, UK
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39
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Theme 5 Human Cell Biology and Pathology. Amyotroph Lateral Scler Frontotemporal Degener 2024; 25:158-184. [PMID: 39508672 DOI: 10.1080/21678421.2024.2403302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2024]
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40
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Golinski SR, Soriano K, Briegel AC, Burke MC, Yu TW, Nakayama T, Hu R, Smith RS. Gene therapy for targeting a prenatally enriched potassium channel associated with severe childhood epilepsy and premature death. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.24.620125. [PMID: 39484453 PMCID: PMC11527169 DOI: 10.1101/2024.10.24.620125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
Dysfunction of the sodium-activated potassium channel KNa1.1 (encoded by KCNT1) is associated with a severe condition characterized by frequent seizures (up to hundreds per day) and is often fatal by age three years. We defined the early developmental onset of KNa1.1 channels in prenatal and neonatal brain tissue, establishing a timeline for pathophysiology and a window for therapeutic intervention. Using patch-clamp electrophysiology, we observed age-dependent increases in KNa1.1 K+ conductance. In neurons derived from a child with a gain-of-function KCNT1 pathogenic variant (p.R474H), we detected abnormal excitability and action potential afterhyperpolarization kinetics. In a clinical trial, two individuals with the p.R474H variant showed dramatic reductions in seizure occurrence and severity with a first-in-human antisense oligonucleotide (ASO) RNA therapy. ASO-treated p.R474H neurons in vitro exhibited normalized spiking and burst properties. Finally, we demonstrated the feasibility of ASO knockdown of KNa1.1 in mid-gestation human neurons, suggesting potential for early therapeutic intervention before the onset of epileptic encephalopathy.
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Affiliation(s)
- Sean R Golinski
- Northwestern University, Feinberg School of Medicine, Chicago, IL, 60611
| | - Karla Soriano
- Northwestern University, Feinberg School of Medicine, Chicago, IL, 60611
| | - Alex C Briegel
- Northwestern University, Feinberg School of Medicine, Chicago, IL, 60611
| | - Madeline C Burke
- Northwestern University, Feinberg School of Medicine, Chicago, IL, 60611
| | - Timothy W Yu
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, 02115
| | - Tojo Nakayama
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, 02115
| | - Ruilong Hu
- Northwestern University, Feinberg School of Medicine, Chicago, IL, 60611
| | - Richard S Smith
- Northwestern University, Feinberg School of Medicine, Chicago, IL, 60611
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41
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Cajka G, Liu M, Shalem O. CRISPR associated enzymes are mislocalized to the cytoplasm in iPSC-derived neurons resulting in KRAB-specific degradation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.19.619045. [PMID: 39464063 PMCID: PMC11507953 DOI: 10.1101/2024.10.19.619045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/29/2024]
Abstract
The use of CRISPR-associated enzymes in iPSC-derived neurons for precise gene targeting and high-throughput gene perturbation screens offers great potential but presents unique challenges compared to dividing cell lines. CRISPRi screens in iPSC-derived neurons and glia have already been successful in relating gene function to neurological phenotypes; however, loss of dCas9-KRAB expression after differentiation has been observed by many labs and has been largely ascribed to transgene silencing after differentiation. Here, we investigated the expression levels of different CRISPR enzymes in iPSC and Ngn2-derived neurons using piggybac delivery. We found that the commonly used dCas9-KRAB (using the KOX1 domain) displayed dramatic reduction in protein expression levels following neuronal differentiation, yet surprisingly, nCas9 constructs retained comparable protein expression between iPSCs and neurons. We further found that CRISPR constructs, primarily relying on the SV40 Nuclear Localization Signal (NLS), fail to efficiently localize to the nuclei of neurons, despite having robust nuclear levels in iPSCs, leading to KRAB-specific cytoplasmic degradation. By adding a neuronal-specific NLS, we were able to correct neuronal nuclear localization and protein expression, confirming the contribution of mislocalization to the instability of dCas9-KRAB in neurons. As the lack of nuclear localization can have a profound impact on editing and gene perturbation efficiency, we suggest further investigation across both cultured and in-vivo postmitotic cell models.
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Affiliation(s)
- Gregory Cajka
- Center for Cellular and Molecular Therapeutics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Matthew Liu
- Center for Cellular and Molecular Therapeutics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ophir Shalem
- Center for Cellular and Molecular Therapeutics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
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42
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Miura Y, Kim JI, Jurjuț O, Kelley KW, Yang X, Chen X, Thete MV, Revah O, Cui B, Pachitariu M, Pașca SP. Assembloid model to study loop circuits of the human nervous system. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.13.617729. [PMID: 39463945 PMCID: PMC11507680 DOI: 10.1101/2024.10.13.617729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/29/2024]
Abstract
Neural circuits connecting the cerebral cortex, the basal ganglia and the thalamus are fundamental networks for sensorimotor processing and their dysfunction has been consistently implicated in neuropsychiatric disorders 1-9 . These recursive, loop circuits have been investigated in animal models and by clinical neuroimaging, however, direct functional access to developing human neurons forming these networks has been limited. Here, we use human pluripotent stem cells to reconstruct an in vitro cortico-striatal-thalamic-cortical circuit by creating a four-part loop assembloid. More specifically, we generate regionalized neural organoids that resemble the key elements of the cortico-striatal-thalamic-cortical circuit, and functionally integrate them into loop assembloids using custom 3D-printed biocompatible wells. Volumetric and mesoscale calcium imaging, as well as extracellular recordings from individual parts of these assembloids reveal the emergence of synchronized patterns of neuronal activity. In addition, a multi-step rabies retrograde tracing approach demonstrate the formation of neuronal connectivity across the network in loop assembloids. Lastly, we apply this system to study heterozygous loss of ASH1L gene associated with autism spectrum disorder and Tourette syndrome and discover aberrant synchronized activity in disease model assembloids. Taken together, this human multi-cellular platform will facilitate functional investigations of the cortico-striatal-thalamic-cortical circuit in the context of early human development and in disease conditions.
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43
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Brien H, Lee JC, Sharma J, Hamann CA, Spetz MR, Lippmann ES, Brunger JM. Templated Pluripotent Stem Cell Differentiation via Substratum-Guided Artificial Signaling. ACS Biomater Sci Eng 2024; 10:6465-6482. [PMID: 39352143 PMCID: PMC11480943 DOI: 10.1021/acsbiomaterials.4c00885] [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: 05/13/2024] [Revised: 09/20/2024] [Accepted: 09/24/2024] [Indexed: 10/15/2024]
Abstract
The emerging field of synthetic morphogenesis implements synthetic biology tools to investigate the minimal cellular processes sufficient for orchestrating key developmental events. As the field continues to grow, there is a need for new tools that enable scientists to uncover nuances in the molecular mechanisms driving cell fate patterning that emerge during morphogenesis. Here, we present a platform that combines cell engineering with biomaterial design to potentiate artificial signaling in pluripotent stem cells (PSCs). This platform, referred to as PSC-MATRIX, extends the use of programmable biomaterials to PSCs competent to activate morphogen production through orthogonal signaling, giving rise to the opportunity to probe developmental events by initiating morphogenetic programs in a spatially constrained manner through non-native signaling channels. We show that the PSC-MATRIX platform enables temporal and spatial control of transgene expression in response to bulk, soluble inputs in synthetic Notch (synNotch)-engineered human PSCs for an extended culture of up to 11 days. Furthermore, we used PSC-MATRIX to regulate multiple differentiation events via material-mediated artificial signaling in engineered PSCs using the orthogonal ligand green fluorescent protein, highlighting the potential of this platform for probing and guiding fate acquisition. Overall, this platform offers a synthetic approach to interrogate the molecular mechanisms driving PSC differentiation that could be applied to a variety of differentiation protocols.
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Affiliation(s)
- Hannah
J. Brien
- Department
of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Joanne C. Lee
- Department
of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Jhanvi Sharma
- Department
of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Catherine A. Hamann
- Department
of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Madeline R. Spetz
- Department
of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Ethan S. Lippmann
- Department
of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
- Center
for Stem Cell Biology, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Jonathan M. Brunger
- Department
of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
- Center
for Stem Cell Biology, Vanderbilt University, Nashville, Tennessee 37235, United States
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44
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Zhang H, McCarroll A, Peyton L, Díaz de León-Guerrerro S, Zhang S, Gowda P, Sirkin D, ElAchwah M, Duhe A, Wood WG, Jamison B, Tracy G, Pollak R, Hart RP, Pato CN, Mulle JG, Sanders AR, Pang ZP, Duan J. Scaled and efficient derivation of loss-of-function alleles in risk genes for neurodevelopmental and psychiatric disorders in human iPSCs. Stem Cell Reports 2024; 19:1489-1504. [PMID: 39270650 PMCID: PMC11561461 DOI: 10.1016/j.stemcr.2024.08.003] [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: 03/26/2024] [Revised: 08/08/2024] [Accepted: 08/10/2024] [Indexed: 09/15/2024] Open
Abstract
Translating genetic findings for neurodevelopmental and psychiatric disorders (NPDs) into actionable disease biology would benefit from large-scale and unbiased functional studies of NPD genes. Leveraging the cytosine base editing (CBE) system, we developed a pipeline for clonal loss-of-function (LoF) allele mutagenesis in human induced pluripotent stem cells (hiPSCs) by introducing premature stop codons (iSTOP) that lead to mRNA nonsense-mediated decay (NMD) or protein truncation. We tested the pipeline for 23 NPD genes on 3 hiPSC lines and achieved highly reproducible, efficient iSTOP editing in 22 genes. Using RNA sequencing (RNA-seq), we confirmed their pluripotency, absence of chromosomal abnormalities, and NMD. Despite high editing efficiency, three schizophrenia risk genes (SETD1A, TRIO, and CUL1) only had heterozygous LoF alleles, suggesting their essential roles for cell growth. We found that CUL1-LoF reduced neurite branches and synaptic puncta density. This iSTOP pipeline enables a scaled and efficient LoF mutagenesis of NPD genes, yielding an invaluable shareable resource.
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Affiliation(s)
- Hanwen Zhang
- Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, IL, USA
| | - Ada McCarroll
- Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, IL, USA
| | - Lilia Peyton
- Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, IL, USA
| | - Sol Díaz de León-Guerrerro
- Department of Neuroscience and Cell Biology, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Child Health Institute of New Jersey, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Siwei Zhang
- Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, IL, USA; Department of Psychiatry and Behavioral Neuroscience, The University of Chicago, Chicago, IL, USA
| | - Prarthana Gowda
- Department of Neuroscience and Cell Biology, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Child Health Institute of New Jersey, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - David Sirkin
- Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, IL, USA
| | - Mahmoud ElAchwah
- Department of Neuroscience and Cell Biology, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Child Health Institute of New Jersey, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Alexandra Duhe
- Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, IL, USA
| | - Whitney G Wood
- Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, IL, USA
| | - Brandon Jamison
- Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, IL, USA
| | - Gregory Tracy
- Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, IL, USA
| | - Rebecca Pollak
- Center for Advanced Biotechnology and Medicine, Rutgers Robert Wood Johnson Medical School, Piscataway, NJ, USA
| | - Ronald P Hart
- Department of Cell Biology and Neuroscience, Rutgers University, Piscataway, NJ, USA
| | - Carlos N Pato
- Center for Advanced Biotechnology and Medicine, Rutgers Robert Wood Johnson Medical School, Piscataway, NJ, USA
| | - Jennifer G Mulle
- Department of Neuroscience and Cell Biology, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Center for Advanced Biotechnology and Medicine, Rutgers Robert Wood Johnson Medical School, Piscataway, NJ, USA; Department of Psychiatry, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Alan R Sanders
- Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, IL, USA; Department of Psychiatry and Behavioral Neuroscience, The University of Chicago, Chicago, IL, USA
| | - Zhiping P Pang
- Department of Neuroscience and Cell Biology, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Child Health Institute of New Jersey, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA.
| | - Jubao Duan
- Center for Psychiatric Genetics, NorthShore University HealthSystem, Evanston, IL, USA; Department of Psychiatry and Behavioral Neuroscience, The University of Chicago, Chicago, IL, USA.
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45
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Gu J, Iyer A, Wesley B, Taglialatela A, Leuzzi G, Hangai S, Decker A, Gu R, Klickstein N, Shuai Y, Jankovic K, Parker-Burns L, Jin Y, Zhang JY, Hong J, Niu X, Costa JA, Pezet MG, Chou J, Chen C'C, Paiva M, Snoeck HW, Landau DA, Azizi E, Chan EM, Ciccia A, Gaublomme JT. Mapping multimodal phenotypes to perturbations in cells and tissue with CRISPRmap. Nat Biotechnol 2024:10.1038/s41587-024-02386-x. [PMID: 39375448 DOI: 10.1038/s41587-024-02386-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 08/12/2024] [Indexed: 10/09/2024]
Abstract
Unlike sequencing-based methods, which require cell lysis, optical pooled genetic screens enable investigation of spatial phenotypes, including cell morphology, protein subcellular localization, cell-cell interactions and tissue organization, in response to targeted CRISPR perturbations. Here we report a multimodal optical pooled CRISPR screening method, which we call CRISPRmap. CRISPRmap combines in situ CRISPR guide-identifying barcode readout with multiplexed immunofluorescence and RNA detection. Barcodes are detected and read out through combinatorial hybridization of DNA oligos, enhancing barcode detection efficiency. CRISPRmap enables in situ barcode readout in cell types and contexts that were elusive to conventional optical pooled screening, including cultured primary cells, embryonic stem cells, induced pluripotent stem cells, derived neurons and in vivo cells in a tissue context. We conducted a screen in a breast cancer cell line of the effects of DNA damage repair gene variants on cellular responses to commonly used cancer therapies, and we show that optical phenotyping pinpoints likely pathogenic patient-derived mutations that were previously classified as variants of unknown clinical significance.
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Affiliation(s)
- Jiacheng Gu
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Abhishek Iyer
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Ben Wesley
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Angelo Taglialatela
- Department of Genetics and Development, Columbia University Irving Medical Center, New York, NY, USA
| | - Giuseppe Leuzzi
- Department of Genetics and Development, Columbia University Irving Medical Center, New York, NY, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
- Institute for Cancer Genetics, Columbia University Irving Medical Center, New York, NY, USA
| | - Sho Hangai
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Aubrianna Decker
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Ruoyu Gu
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Naomi Klickstein
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Yuanlong Shuai
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Kristina Jankovic
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Lucy Parker-Burns
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Yinuo Jin
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Jia Yi Zhang
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Justin Hong
- Department of Computer Science, Columbia University, New York, NY, USA
| | - Xiang Niu
- Genentech Research and Early Development, New York, NY, USA
- Weill Cornell Medicine, New York, NY, USA
| | - Jonathon A Costa
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, USA
| | - Mikael G Pezet
- Department of Medicine, Columbia Center for Stem Cell Therapies, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Jacqueline Chou
- Department of Biological Sciences, Columbia University, New York, NY, USA
- Weill Cornell Medicine, New York, NY, USA
| | - Cao 'Claire' Chen
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Margaret Paiva
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Hans-Willem Snoeck
- Department of Medicine, Columbia Center for Stem Cell Therapies, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
- Department of Medicine, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
- Department of Microbiology and Immunology, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Dan A Landau
- New York Genome Center, New York, NY, USA
- Weill Cornell Medicine, New York, NY, USA
| | - Elham Azizi
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
- Department of Computer Science, Columbia University, New York, NY, USA
- Irving Institute for Cancer Dynamics, Columbia University, New York, NY, USA
| | - Edmond M Chan
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
- New York Genome Center, New York, NY, USA
- Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
| | - Alberto Ciccia
- Department of Genetics and Development, Columbia University Irving Medical Center, New York, NY, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
- Institute for Cancer Genetics, Columbia University Irving Medical Center, New York, NY, USA
| | - Jellert T Gaublomme
- Department of Biological Sciences, Columbia University, New York, NY, USA.
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
- New York Genome Center, New York, NY, USA.
- Irving Institute for Cancer Dynamics, Columbia University, New York, NY, USA.
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46
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Dobner J, Diecke S, Krutmann J, Prigione A, Rossi A. Reassessment of marker genes in human induced pluripotent stem cells for enhanced quality control. Nat Commun 2024; 15:8547. [PMID: 39358374 PMCID: PMC11447164 DOI: 10.1038/s41467-024-52922-1] [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: 11/16/2023] [Accepted: 09/23/2024] [Indexed: 10/04/2024] Open
Abstract
Human induced pluripotent stem cells (iPSCs) have great potential in research, but pluripotency testing faces challenges due to non-standardized methods and ambiguous markers. Here, we use long-read nanopore transcriptome sequencing to discover 172 genes linked to cell states not covered by current guidelines. We validate 12 genes by qPCR as unique markers for specific cell fates: pluripotency (CNMD, NANOG, SPP1), endoderm (CER1, EOMES, GATA6), mesoderm (APLNR, HAND1, HOXB7), and ectoderm (HES5, PAMR1, PAX6). Using these genes, we develop a machine learning-based scoring system, "hiPSCore", trained on 15 iPSC lines and validated on 10 more. hiPSCore accurately classifies pluripotent and differentiated cells and predicts their potential to become specialized 2D cells and 3D organoids. Our re-evaluation of cell fate marker genes identifies key targets for future studies on cell fate assessment. hiPSCore improves iPSC testing by reducing time, subjectivity, and resource use, thus enhancing iPSC quality for scientific and medical applications.
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Affiliation(s)
- Jochen Dobner
- Genome Engineering and Model Development Lab (GEMD), IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
| | - Sebastian Diecke
- Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
| | - Jean Krutmann
- Genome Engineering and Model Development Lab (GEMD), IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
- Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | | | - Andrea Rossi
- Genome Engineering and Model Development Lab (GEMD), IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany.
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47
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Goolab S, Scholefield J. Making gene editing accessible in resource limited environments: recommendations to guide a first-time user. Front Genome Ed 2024; 6:1464531. [PMID: 39386178 PMCID: PMC11461239 DOI: 10.3389/fgeed.2024.1464531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Accepted: 09/05/2024] [Indexed: 10/12/2024] Open
Abstract
The designer nuclease, CRISPR-Cas9 system has advanced the field of genome engineering owing to its programmability and ease of use. The application of these molecular scissors for genome engineering earned the developing researchers the Nobel prize in Chemistry in the year 2020. At present, the potential of this technology to improve global challenges continues to grow exponentially. CRISPR-Cas9 shows promise in the recent advances made in the Global North such as the FDA-approved gene therapy for the treatment of sickle cell anaemia and β-thalassemia and the gene editing of porcine kidney for xenotransplantation into humans affected by end-stage kidney failure. Limited resources, low government investment with an allocation of 1% of gross domestic production to research and development including a shortage of skilled professionals and lack of knowledge may preclude the use of this revolutionary technology in the Global South where the countries involved have reduced science and technology budgets. Focusing on the practical application of genome engineering, successful genetic manipulation is not easily accomplishable and is influenced by the chromatin landscape of the target locus, guide RNA selection, the experimental design including the profiling of the gene edited cells, which impacts the overall outcome achieved. Our assessment primarily delves into economical approaches of performing efficient genome engineering to support the first-time user restricted by limited resources with the aim of democratizing the use of the technology across low- and middle-income countries. Here we provide a comprehensive overview on existing experimental techniques, the significance for target locus analysis and current pitfalls such as the underrepresentation of global genetic diversity. Several perspectives of genome engineering approaches are outlined, which can be adopted in a resource limited setting to enable a higher success rate of genome editing-based innovations in low- and middle-income countries.
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Affiliation(s)
- Shivani Goolab
- Bioengineering and Integrated Genomics Group, Future Production Chemicals Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa
| | - Janine Scholefield
- Bioengineering and Integrated Genomics Group, Future Production Chemicals Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa
- Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- Division of Human Genetics, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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48
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Shi Z, Das S, Morabito S, Miyoshi E, Stocksdale J, Emerson N, Srinivasan SS, Shahin A, Rahimzadeh N, Cao Z, Silva J, Castaneda AA, Head E, Thompson L, Swarup V. Single-nucleus multi-omics identifies shared and distinct pathways in Pick's and Alzheimer's disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.06.611761. [PMID: 39282421 PMCID: PMC11398495 DOI: 10.1101/2024.09.06.611761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Abstract
The study of neurodegenerative diseases, particularly tauopathies like Pick's disease (PiD) and Alzheimer's disease (AD), offers insights into the underlying regulatory mechanisms. By investigating epigenomic variations in these conditions, we identified critical regulatory changes driving disease progression, revealing potential therapeutic targets. Our comparative analyses uncovered disease-enriched non-coding regions and genome-wide transcription factor (TF) binding differences, linking them to target genes. Notably, we identified a distal human-gained enhancer (HGE) associated with E3 ubiquitin ligase (UBE3A), highlighting disease-specific regulatory alterations. Additionally, fine-mapping of AD risk genes uncovered loci enriched in microglial enhancers and accessible in other cell types. Shared and distinct TF binding patterns were observed in neurons and glial cells across PiD and AD. We validated our findings using CRISPR to excise a predicted enhancer region in UBE3A and developed an interactive database (http://swaruplab.bio.uci.edu/scROAD) to visualize predicted single-cell TF occupancy and regulatory networks.
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Affiliation(s)
- Zechuan Shi
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
| | - Sudeshna Das
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
| | - Samuel Morabito
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
- Mathematical, Computational and Systems Biology Program, University of California, Irvine, CA 92697, USA
| | - Emily Miyoshi
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
| | - Jennifer Stocksdale
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Department of Biological Chemistry, University of California, Irvine, CA 92697, USA
| | - Nora Emerson
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
| | - Shushrruth Sai Srinivasan
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
- Mathematical, Computational and Systems Biology Program, University of California, Irvine, CA 92697, USA
- Department of Computer Science, University of California, Irvine, CA 92697, USA
| | - Arshi Shahin
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
| | - Negin Rahimzadeh
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Mathematical, Computational and Systems Biology Program, University of California, Irvine, CA 92697, USA
| | - Zhenkun Cao
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
| | - Justine Silva
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
| | - Andres Alonso Castaneda
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
| | - Elizabeth Head
- Department of Pathology and Laboratory Medicine, University of California, Irvine, CA 92697, USA
| | - Leslie Thompson
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
- Department of Biological Chemistry, University of California, Irvine, CA 92697, USA
| | - Vivek Swarup
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Mathematical, Computational and Systems Biology Program, University of California, Irvine, CA 92697, USA
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49
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Oakley DH, Chung M, Abrha S, Hyman BT, Frosch MP. β-Amyloid species production and tau phosphorylation in iPSC-neurons with reference to neuropathologically characterized matched donor brains. J Neuropathol Exp Neurol 2024; 83:772-782. [PMID: 38874454 PMCID: PMC11333826 DOI: 10.1093/jnen/nlae053] [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] [Indexed: 06/15/2024] Open
Abstract
A basic assumption underlying induced pluripotent stem cell (iPSC) models of neurodegeneration is that disease-relevant pathologies present in brain tissue are also represented in donor-matched cells differentiated from iPSCs. However, few studies have tested this hypothesis in matched iPSCs and neuropathologically characterized donated brain tissues. To address this, we assessed iPSC-neuron production of β-amyloid (Aβ) Aβ40, Aβ42, and Aβ43 in 24 iPSC lines matched to donor brains with primary neuropathologic diagnoses of sporadic AD (sAD), familial AD (fAD), control, and other neurodegenerative disorders. Our results demonstrate a positive correlation between Aβ43 production by fAD iPSC-neurons and Aβ43 accumulation in matched brain tissues but do not reveal a substantial correlation in soluble Aβ species between control or sAD iPSC-neurons and matched brains. However, we found that the ApoE4 genotype is associated with increased Aβ production by AD iPSC-neurons. Pathologic tau phosphorylation was found to be increased in AD and fAD iPSC-neurons compared to controls and positively correlated with the relative abundance of longer-length Aβ species produced by these cells. Taken together, our results demonstrate that sAD-predisposing genetic factors influence iPSC-neuron phenotypes and that these cells are capturing disease-relevant and patient-specific components of the amyloid cascade.
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Affiliation(s)
- Derek H Oakley
- Harvard Medical School, Boston, MA, United States
- C.S. Kubik Laboratory for Neuropathology, Boston, MA, United States
- Massachusetts Alzheimer’s Disease Research Center, Charlestown, MA, United States
- Department of Pathology, Massachusetts General Hospital, Boston, MA, United States
| | - Mirra Chung
- Harvard Medical School, Boston, MA, United States
- Department of Neurology, Massachusetts General Hospital, Boston, MA, United States
| | - Sara Abrha
- Harvard Medical School, Boston, MA, United States
- Department of Neurology, Massachusetts General Hospital, Boston, MA, United States
| | - Bradley T Hyman
- Harvard Medical School, Boston, MA, United States
- Massachusetts Alzheimer’s Disease Research Center, Charlestown, MA, United States
- Department of Neurology, Massachusetts General Hospital, Boston, MA, United States
| | - Matthew P Frosch
- Harvard Medical School, Boston, MA, United States
- C.S. Kubik Laboratory for Neuropathology, Boston, MA, United States
- Massachusetts Alzheimer’s Disease Research Center, Charlestown, MA, United States
- Department of Pathology, Massachusetts General Hospital, Boston, MA, United States
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Peng D, Vangipuram M, Wong J, Leonetti M. protoSpaceJAM: an open-source, customizable and web-accessible design platform for CRISPR/Cas insertional knock-in. Nucleic Acids Res 2024; 52:e68. [PMID: 38922690 PMCID: PMC11347160 DOI: 10.1093/nar/gkae553] [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: 10/13/2023] [Revised: 06/06/2024] [Accepted: 06/17/2024] [Indexed: 06/28/2024] Open
Abstract
CRISPR/Cas-mediated knock-in of DNA sequences enables precise genome engineering for research and therapeutic applications. However, designing effective guide RNAs (gRNAs) and homology-directed repair (HDR) donors remains a bottleneck. Here, we present protoSpaceJAM, an open-source algorithm to automate and optimize gRNA and HDR donor design for CRISPR/Cas insertional knock-in experiments, currently supporting SpCas9, SpCas9-VQR and enAsCas12a Cas enzymes. protoSpaceJAM utilizes biological rules to rank gRNAs based on specificity, distance to insertion site, and position relative to regulatory regions. protoSpaceJAM can introduce 'recoding' mutations (silent mutations and mutations in non-coding sequences) in HDR donors to prevent re-cutting and increase knock-in efficiency. Users can customize parameters and design double-stranded or single-stranded donors. We validated protoSpaceJAM's design rules by demonstrating increased knock-in efficiency with recoding mutations and optimal strand selection for single-stranded donors. An additional module enables the design of genotyping primers for deep sequencing of edited alleles. Overall, protoSpaceJAM streamlines and optimizes CRISPR knock-in experimental design in a flexible and modular manner to benefit diverse research and therapeutic applications. protoSpaceJAM is available open-source as an interactive web tool at protospacejam.czbiohub.org or as a standalone Python package at github.com/czbiohub-sf/protoSpaceJAM.
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Affiliation(s)
- Duo Peng
- Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
| | | | - Joan Wong
- Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
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