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Arrayed CRISPR reveals genetic regulators of tau aggregation, autophagy and mitochondria in Alzheimer’s disease model

Alzheimer’s disease (AD) is a common neurodegenerative disease with poor prognosis. New options for drug discovery targets are needed. We developed an imaging based arrayed CRISPR method to interrogate the human genome for modulation of in vitro correlates of AD features, and used this to assess 152...

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Autores principales: Duan, Lishu, Hu, Mufeng, Tamm, Joseph A., Grinberg, Yelena Y., Shen, Fang, Chai, Yating, Xi, Hualin, Gibilisco, Lauren, Ravikumar, Brinda, Gautam, Vivek, Karran, Eric, Townsend, Matthew, Talanian, Robert V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7859211/
https://www.ncbi.nlm.nih.gov/pubmed/33536571
http://dx.doi.org/10.1038/s41598-021-82658-7
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author Duan, Lishu
Hu, Mufeng
Tamm, Joseph A.
Grinberg, Yelena Y.
Shen, Fang
Chai, Yating
Xi, Hualin
Gibilisco, Lauren
Ravikumar, Brinda
Gautam, Vivek
Karran, Eric
Townsend, Matthew
Talanian, Robert V.
author_facet Duan, Lishu
Hu, Mufeng
Tamm, Joseph A.
Grinberg, Yelena Y.
Shen, Fang
Chai, Yating
Xi, Hualin
Gibilisco, Lauren
Ravikumar, Brinda
Gautam, Vivek
Karran, Eric
Townsend, Matthew
Talanian, Robert V.
author_sort Duan, Lishu
collection PubMed
description Alzheimer’s disease (AD) is a common neurodegenerative disease with poor prognosis. New options for drug discovery targets are needed. We developed an imaging based arrayed CRISPR method to interrogate the human genome for modulation of in vitro correlates of AD features, and used this to assess 1525 human genes related to tau aggregation, autophagy and mitochondria. This work revealed (I) a network of tau aggregation modulators including the NF-κB pathway and inflammatory signaling, (II) a correlation between mitochondrial morphology, respiratory function and transcriptomics, (III) machine learning predicted novel roles of genes and pathways in autophagic processes and (IV) individual gene function inferences and interactions among biological processes via multi-feature clustering. These studies provide a platform to interrogate underexplored aspects of AD biology and offer several specific hypotheses for future drug discovery efforts.
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spelling pubmed-78592112021-02-04 Arrayed CRISPR reveals genetic regulators of tau aggregation, autophagy and mitochondria in Alzheimer’s disease model Duan, Lishu Hu, Mufeng Tamm, Joseph A. Grinberg, Yelena Y. Shen, Fang Chai, Yating Xi, Hualin Gibilisco, Lauren Ravikumar, Brinda Gautam, Vivek Karran, Eric Townsend, Matthew Talanian, Robert V. Sci Rep Article Alzheimer’s disease (AD) is a common neurodegenerative disease with poor prognosis. New options for drug discovery targets are needed. We developed an imaging based arrayed CRISPR method to interrogate the human genome for modulation of in vitro correlates of AD features, and used this to assess 1525 human genes related to tau aggregation, autophagy and mitochondria. This work revealed (I) a network of tau aggregation modulators including the NF-κB pathway and inflammatory signaling, (II) a correlation between mitochondrial morphology, respiratory function and transcriptomics, (III) machine learning predicted novel roles of genes and pathways in autophagic processes and (IV) individual gene function inferences and interactions among biological processes via multi-feature clustering. These studies provide a platform to interrogate underexplored aspects of AD biology and offer several specific hypotheses for future drug discovery efforts. Nature Publishing Group UK 2021-02-03 /pmc/articles/PMC7859211/ /pubmed/33536571 http://dx.doi.org/10.1038/s41598-021-82658-7 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Duan, Lishu
Hu, Mufeng
Tamm, Joseph A.
Grinberg, Yelena Y.
Shen, Fang
Chai, Yating
Xi, Hualin
Gibilisco, Lauren
Ravikumar, Brinda
Gautam, Vivek
Karran, Eric
Townsend, Matthew
Talanian, Robert V.
Arrayed CRISPR reveals genetic regulators of tau aggregation, autophagy and mitochondria in Alzheimer’s disease model
title Arrayed CRISPR reveals genetic regulators of tau aggregation, autophagy and mitochondria in Alzheimer’s disease model
title_full Arrayed CRISPR reveals genetic regulators of tau aggregation, autophagy and mitochondria in Alzheimer’s disease model
title_fullStr Arrayed CRISPR reveals genetic regulators of tau aggregation, autophagy and mitochondria in Alzheimer’s disease model
title_full_unstemmed Arrayed CRISPR reveals genetic regulators of tau aggregation, autophagy and mitochondria in Alzheimer’s disease model
title_short Arrayed CRISPR reveals genetic regulators of tau aggregation, autophagy and mitochondria in Alzheimer’s disease model
title_sort arrayed crispr reveals genetic regulators of tau aggregation, autophagy and mitochondria in alzheimer’s disease model
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7859211/
https://www.ncbi.nlm.nih.gov/pubmed/33536571
http://dx.doi.org/10.1038/s41598-021-82658-7
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