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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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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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. |
format | Online Article Text |
id | pubmed-7859211 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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