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EMBER multi-dimensional spectral microscopy enables quantitative determination of disease- and cell-specific amyloid strains
In neurodegenerative diseases proteins fold into amyloid structures with distinct conformations (strains) that are characteristic of different diseases. However, there is a need to rapidly identify amyloid conformations in situ. Here we use machine learning on the full information available in fluor...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9915571/ https://www.ncbi.nlm.nih.gov/pubmed/36778268 http://dx.doi.org/10.1101/2023.02.01.526692 |
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author | Yang, Hyunjun Yuan, Peng Wu, Yibing Shi, Marie Caro, Christoffer D. Tengeiji, Atsushi Yamanoi, Shigeo Inoue, Masahiro DeGrado, William F. Condello, Carlo |
author_facet | Yang, Hyunjun Yuan, Peng Wu, Yibing Shi, Marie Caro, Christoffer D. Tengeiji, Atsushi Yamanoi, Shigeo Inoue, Masahiro DeGrado, William F. Condello, Carlo |
author_sort | Yang, Hyunjun |
collection | PubMed |
description | In neurodegenerative diseases proteins fold into amyloid structures with distinct conformations (strains) that are characteristic of different diseases. However, there is a need to rapidly identify amyloid conformations in situ. Here we use machine learning on the full information available in fluorescent excitation/emission spectra of amyloid binding dyes to identify six distinct different conformational strains in vitro, as well as Aβ deposits in different transgenic mouse models. Our EMBER (excitation multiplexed bright emission recording) imaging method rapidly identifies conformational differences in Aβ and tau deposits from Down syndrome, sporadic and familial Alzheimer’s disease human brain slices. EMBER has in situ identified distinct conformational strains of tau inclusions in astrocytes, oligodendrocytes, and neurons from Pick’s disease. In future studies, EMBER should enable high-throughput measurements of the fidelity of strain transmission in cellular and animal neurodegenerative diseases models, time course of amyloid strain propagation, and identification of pathogenic versus benign strains. |
format | Online Article Text |
id | pubmed-9915571 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-99155712023-02-11 EMBER multi-dimensional spectral microscopy enables quantitative determination of disease- and cell-specific amyloid strains Yang, Hyunjun Yuan, Peng Wu, Yibing Shi, Marie Caro, Christoffer D. Tengeiji, Atsushi Yamanoi, Shigeo Inoue, Masahiro DeGrado, William F. Condello, Carlo bioRxiv Article In neurodegenerative diseases proteins fold into amyloid structures with distinct conformations (strains) that are characteristic of different diseases. However, there is a need to rapidly identify amyloid conformations in situ. Here we use machine learning on the full information available in fluorescent excitation/emission spectra of amyloid binding dyes to identify six distinct different conformational strains in vitro, as well as Aβ deposits in different transgenic mouse models. Our EMBER (excitation multiplexed bright emission recording) imaging method rapidly identifies conformational differences in Aβ and tau deposits from Down syndrome, sporadic and familial Alzheimer’s disease human brain slices. EMBER has in situ identified distinct conformational strains of tau inclusions in astrocytes, oligodendrocytes, and neurons from Pick’s disease. In future studies, EMBER should enable high-throughput measurements of the fidelity of strain transmission in cellular and animal neurodegenerative diseases models, time course of amyloid strain propagation, and identification of pathogenic versus benign strains. Cold Spring Harbor Laboratory 2023-02-03 /pmc/articles/PMC9915571/ /pubmed/36778268 http://dx.doi.org/10.1101/2023.02.01.526692 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Yang, Hyunjun Yuan, Peng Wu, Yibing Shi, Marie Caro, Christoffer D. Tengeiji, Atsushi Yamanoi, Shigeo Inoue, Masahiro DeGrado, William F. Condello, Carlo EMBER multi-dimensional spectral microscopy enables quantitative determination of disease- and cell-specific amyloid strains |
title | EMBER multi-dimensional spectral microscopy enables quantitative determination of disease- and cell-specific amyloid strains |
title_full | EMBER multi-dimensional spectral microscopy enables quantitative determination of disease- and cell-specific amyloid strains |
title_fullStr | EMBER multi-dimensional spectral microscopy enables quantitative determination of disease- and cell-specific amyloid strains |
title_full_unstemmed | EMBER multi-dimensional spectral microscopy enables quantitative determination of disease- and cell-specific amyloid strains |
title_short | EMBER multi-dimensional spectral microscopy enables quantitative determination of disease- and cell-specific amyloid strains |
title_sort | ember multi-dimensional spectral microscopy enables quantitative determination of disease- and cell-specific amyloid strains |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9915571/ https://www.ncbi.nlm.nih.gov/pubmed/36778268 http://dx.doi.org/10.1101/2023.02.01.526692 |
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