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Chou CC, Vest R, Prado MA, Wilson-Grady J, Paulo JA, Shibuya Y, Moran-Losada P, Lee TT, Luo J, Gygi SP, Kelly JW, Finley D, Wernig M, Wyss-Coray T, Frydman J. Proteostasis and lysosomal repair deficits in transdifferentiated neurons of Alzheimer's disease. Nat Cell Biol 2025; 27:619-632. [PMID: 40140603 PMCID: PMC11991917 DOI: 10.1038/s41556-025-01623-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 01/21/2025] [Indexed: 03/28/2025]
Abstract
Ageing is the most prominent risk factor for Alzheimer's disease (AD). However, the cellular mechanisms linking neuronal proteostasis decline to the characteristic aberrant protein deposits in the brains of patients with AD remain elusive. Here we develop transdifferentiated neurons (tNeurons) from human dermal fibroblasts as a neuronal model that retains ageing hallmarks and exhibits AD-linked vulnerabilities. Remarkably, AD tNeurons accumulate proteotoxic deposits, including phospho-tau and amyloid β, resembling those in APP mouse brains and the brains of patients with AD. Quantitative tNeuron proteomics identify ageing- and AD-linked deficits in proteostasis and organelle homeostasis, most notably in endosome-lysosomal components. Lysosomal deficits in aged tNeurons, including constitutive lysosomal damage and ESCRT-mediated lysosomal repair defects, are exacerbated in AD tNeurons and linked to inflammatory cytokine secretion and cell death. Providing support for the centrality of lysosomal deficits in AD, compounds ameliorating lysosomal function reduce amyloid β deposits and cytokine secretion. Thus, the tNeuron model system reveals impaired lysosomal homeostasis as an early event of ageing and AD.
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Affiliation(s)
- Ching-Chieh Chou
- Department of Biology, Stanford University, Stanford, CA, USA.
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD, USA.
| | - Ryan Vest
- Department of Chemical Engineering, Stanford University, Stanford, CA, USA
- Department of Neurology and Neurological Sciences and The Phil and Penny Knight Initiative for Brain Resilience, Stanford University, Stanford, CA, USA
- Qinotto Inc., San Carlos, CA, USA
| | - Miguel A Prado
- Department of Cell Biology, Harvard Medical School, Boston, MA, USA
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Spain
| | | | - Joao A Paulo
- Department of Cell Biology, Harvard Medical School, Boston, MA, USA
| | - Yohei Shibuya
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Patricia Moran-Losada
- Department of Neurology and Neurological Sciences and The Phil and Penny Knight Initiative for Brain Resilience, Stanford University, Stanford, CA, USA
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Ting-Ting Lee
- Department of Biology, Stanford University, Stanford, CA, USA
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
| | - Jian Luo
- Palo Alto Veterans Institute for Research Inc. (PAVIR), Palo Alto, CA, USA
| | - Steven P Gygi
- Department of Cell Biology, Harvard Medical School, Boston, MA, USA
| | - Jeffery W Kelly
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA, USA
- The Skaggs Institute for Chemical Biology, The Scripps Research Institute, La Jolla, CA, USA
| | - Daniel Finley
- Department of Cell Biology, Harvard Medical School, Boston, MA, USA
| | - Marius Wernig
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Tony Wyss-Coray
- Department of Neurology and Neurological Sciences and The Phil and Penny Knight Initiative for Brain Resilience, Stanford University, Stanford, CA, USA
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Judith Frydman
- Department of Biology, Stanford University, Stanford, CA, USA.
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD, USA.
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, CA, USA.
- Department of Genetics, Stanford University, Stanford, CA, USA.
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Robertson NR, Lee S, Tafrishi A, Wheeldon I. Advances in CRISPR-enabled genome-wide screens in yeast. FEMS Yeast Res 2025; 25:foaf013. [PMID: 40113237 PMCID: PMC11995697 DOI: 10.1093/femsyr/foaf013] [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: 11/29/2024] [Revised: 03/12/2025] [Accepted: 03/19/2025] [Indexed: 03/22/2025] Open
Abstract
Clustered regularly interspaced short palindromic repeats (CRISPR)-Cas genome-wide screens are powerful tools for unraveling genotype-phenotype relationships, enabling precise manipulation of genes to study and engineer industrially useful traits. Traditional genetic methods, such as random mutagenesis or RNA interference, often lack the specificity and scalability required for large-scale functional genomic screens. CRISPR systems overcome these limitations by offering precision gene targeting and manipulation, allowing for high-throughput investigations into gene function and interactions. Recent work has shown that CRISPR genome editing is widely adaptable to several yeast species, many of which have natural traits suited for industrial biotechnology. In this review, we discuss recent advances in yeast functional genomics, emphasizing advancements made with CRISPR tools. We discuss how the development and optimization of CRISPR genome-wide screens have enabled a host-first approach to metabolic engineering, which takes advantage of the natural traits of nonconventional yeast-fast growth rates, high stress tolerance, and novel metabolism-to create new production hosts. Lastly, we discuss future directions, including automation and biosensor-driven screens, to enhance high-throughput CRISPR-enabled yeast engineering.
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Affiliation(s)
- Nicholas R Robertson
- Bioengineering, University of California, Riverside, Riverside, CA 92521, United States
| | - Sangcheon Lee
- Chemical and Environmental Engineering, University of California, Riverside, Riverside, CA 92521, United States
| | - Aida Tafrishi
- Chemical and Environmental Engineering, University of California, Riverside, Riverside, CA 92521, United States
| | - Ian Wheeldon
- Chemical and Environmental Engineering, University of California, Riverside, Riverside, CA 92521, United States
- Center for Industrial Biotechnology, University of California, Riverside, Riverside, CA 92521, United States
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Chou CC, Vest R, Prado MA, Wilson-Grady J, Paulo JA, Shibuya Y, Moran-Losada P, Lee TT, Luo J, Gygi SP, Kelly JW, Finley D, Wernig M, Wyss-Coray T, Frydman J. Proteostasis and lysosomal repair deficits in transdifferentiated neurons of Alzheimer's disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2023.03.27.534444. [PMID: 37034684 PMCID: PMC10081252 DOI: 10.1101/2023.03.27.534444] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Aging is the most prominent risk factor for Alzheimer's disease (AD). However, the cellular mechanisms linking neuronal proteostasis decline to the characteristic aberrant protein deposits in AD brains remain elusive. Here, we develop transdifferentiated neurons (tNeurons) from human dermal fibroblasts as a neuronal model that retains aging hallmarks and exhibits AD-linked vulnerabilities. Remarkably, AD tNeurons accumulate proteotoxic deposits, including phospho-Tau and Aβ, resembling those in AD patient and APP mouse brains. Quantitative tNeuron proteomics identify aging and AD-linked deficits in proteostasis and organelle homeostasis, most notably in endosome-lysosomal components. Lysosomal deficits in aged tNeurons, including constitutive lysosomal damage and ESCRT-mediated lysosomal repair defects, are exacerbated in AD tNeurons and linked to inflammatory cytokine secretion and cell death. Supporting lysosomal deficits' centrality in AD, compounds ameliorating lysosomal function reduce Aβ deposits and cytokine secretion. Thus, the tNeuron model system reveals impaired lysosomal homeostasis as an early event of aging and AD.
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Affiliation(s)
- Ching-Chieh Chou
- Department of Biology, Stanford University, Stanford, California, USA
| | - Ryan Vest
- Department of Chemical Engineering, Stanford University, Stanford, California, USA
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, California, USA and The Phil and Penny Knight Initiative for Brain Resilience, Stanford University, Stanford, CA, USA
- Qinotto, Inc. San Carlos, California, USA
| | - Miguel A. Prado
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts, USA
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Spain
| | - Joshua Wilson-Grady
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Joao A. Paulo
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Yohei Shibuya
- Departments of Pathology, Stanford University School of Medicine, Stanford, California, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Patricia Moran-Losada
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, California, USA
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, California, USA and The Phil and Penny Knight Initiative for Brain Resilience, Stanford University, Stanford, CA, USA
| | - Ting-Ting Lee
- Department of Biology, Stanford University, Stanford, California, USA
| | - Jian Luo
- Palo Alto Veterans Institute for Research, Inc. (PAVIR), Palo Alto, California, USA
| | - Steven P. Gygi
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Jeffery W. Kelly
- Department of Chemistry, The Scripps Research Institute, La Jolla, California, USA
- The Skaggs Institute for Chemical Biology, The Scripps Research Institute, La Jolla, California, USA
| | - Daniel Finley
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Marius Wernig
- Departments of Pathology, Stanford University School of Medicine, Stanford, California, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Tony Wyss-Coray
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, California, USA
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, California, USA and The Phil and Penny Knight Initiative for Brain Resilience, Stanford University, Stanford, CA, USA
| | - Judith Frydman
- Department of Biology, Stanford University, Stanford, California, USA
- Department of Genetics, Stanford University, Stanford, California, USA
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, California, USA
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
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Chou CC, Vest R, Prado MA, Wilson-Grady J, Paulo JA, Shibuya Y, Moran-Losada P, Lee TT, Luo J, Gygi SP, Kelly JW, Finley D, Wernig M, Wyss-Coray T, Frydman J. Human tNeurons reveal aging-linked proteostasis deficits driving Alzheimer's phenotypes. RESEARCH SQUARE 2024:rs.3.rs-4407236. [PMID: 38853828 PMCID: PMC11160905 DOI: 10.21203/rs.3.rs-4407236/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
Aging is a prominent risk factor for Alzheimer's disease (AD), but the cellular mechanisms underlying neuronal phenotypes remain elusive. Both accumulation of amyloid plaques and neurofibrillary tangles in the brain1 and age-linked organelle deficits2-7 are proposed as causes of AD phenotypes but the relationship between these events is unclear. Here, we address this question using a transdifferentiated neuron (tNeuron) model directly from human dermal fibroblasts. Patient-derived tNeurons retain aging hallmarks and exhibit AD-linked deficits. Quantitative tNeuron proteomic analyses identify aging and AD-linked deficits in proteostasis and organelle homeostasis, particularly affecting endosome-lysosomal components. The proteostasis and lysosomal homeostasis deficits in aged tNeurons are exacerbated in sporadic and familial AD tNeurons, promoting constitutive lysosomal damage and defects in ESCRT-mediated repair. We find deficits in neuronal lysosomal homeostasis lead to inflammatory cytokine secretion, cell death and spontaneous development of Aß and phospho-Tau deposits. These proteotoxic inclusions co-localize with lysosomes and damage markers and resemble inclusions in brain tissue from AD patients and APP-transgenic mice. Supporting the centrality of lysosomal deficits driving AD phenotypes, lysosome-function enhancing compounds reduce AD-associated cytokine secretion and Aβ deposits. We conclude that proteostasis and organelle deficits are upstream initiating factors leading to neuronal aging and AD phenotypes.
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Affiliation(s)
- Ching-Chieh Chou
- Department of Biology, Stanford University, Stanford, California, USA
| | - Ryan Vest
- Department of Chemical Engineering, Stanford University, Stanford, California, USA
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, California, USA
- Qinotto, Inc. San Carlos, California, USA
| | - Miguel A. Prado
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts, USA
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Spain
| | - Joshua Wilson-Grady
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Joao A. Paulo
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Yohei Shibuya
- Departments of Pathology, Stanford University School of Medicine, Stanford, California, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Patricia Moran-Losada
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, California, USA
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, California, USA
| | - Ting-Ting Lee
- Department of Biology, Stanford University, Stanford, California, USA
| | - Jian Luo
- Palo Alto Veterans Institute for Research, Inc. (PAVIR), Palo Alto, California, USA
| | - Steven P. Gygi
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Jeffery W. Kelly
- Department of Chemistry, The Scripps Research Institute, La Jolla, California, USA
- The Skaggs Institute for Chemical Biology, The Scripps Research Institute, La Jolla, California, USA
| | - Daniel Finley
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Marius Wernig
- Departments of Pathology, Stanford University School of Medicine, Stanford, California, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Tony Wyss-Coray
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, California, USA
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, California, USA
| | - Judith Frydman
- Department of Biology, Stanford University, Stanford, California, USA
- Department of Genetics, Stanford University, Stanford, California, USA
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, California, USA
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
- Lead contact
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Navarrete-Perea J, Li J, Mitchell DC, Chi A. Synthetic Knockout Protein Standard for Evaluating Interference in Tandem Mass Tag-Based Proteomics. Anal Chem 2024; 96:6836-6846. [PMID: 38640495 DOI: 10.1021/acs.analchem.4c00871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2024]
Abstract
Isobaric labeling is widely used for unbiased, proteome-wide studies, and it provides several advantages, such as fewer missing values among samples and higher quantitative precision. However, ion interference may lead to compressed or distorted observed ratios due to the coelution and coanalysis of peptides. Here, we introduced a synthetic KnockOut standard (sKO) for evaluating interference in tandem mass tags-based proteomics. sKO is made by mixing TMTpro-labeled tryptic peptides derived from four nonhuman proteins and a whole human proteome as background at different proportions. We showcased the utility of the sKO standard by exploring ion interference at different peptide concentrations (up to a 30-fold change in abundance) and using a variety of mass spectrometer data acquisition strategies. We also demonstrated that the sKO standard could provide valuable information for the rational design of acquisition strategies to achieve optimal data quality and discussed its potential applications for high-throughput proteomics workflows development.
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Affiliation(s)
| | - Jiaming Li
- Merck & Co., Inc., Cambridge, Massachusetts 02115, United States
| | | | - An Chi
- Merck & Co., Inc., Cambridge, Massachusetts 02115, United States
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