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Higher throughput workflow with sensitive, reliable and automatic quantification of myelination in vitro suitable for drug screening
Multiple sclerosis (MS) is the most common demyelinating autoimmune disease of the central nervous system (CNS). Immune-mediated myelin and axonal damage that is accompanied by chronic axonal loss causing destruction of the myelin sheaths are hallmarks of MS. While great strides have been made in un...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9938858/ https://www.ncbi.nlm.nih.gov/pubmed/36805690 http://dx.doi.org/10.1038/s41598-023-29333-1 |
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author | Seiler, Sybille Wälti, Ciril Marius de Barros, Vanessa Barbash, Shahar Foo, Lynette C. |
author_facet | Seiler, Sybille Wälti, Ciril Marius de Barros, Vanessa Barbash, Shahar Foo, Lynette C. |
author_sort | Seiler, Sybille |
collection | PubMed |
description | Multiple sclerosis (MS) is the most common demyelinating autoimmune disease of the central nervous system (CNS). Immune-mediated myelin and axonal damage that is accompanied by chronic axonal loss causing destruction of the myelin sheaths are hallmarks of MS. While great strides have been made in understanding the molecular underpinnings of re-/myelination, currently no remyelination therapy is available for MS. As myelination is a complex process that is not fully understood, we sought to develop a systematic, reliable, automated and quantitative higher throughput screening method. We aimed to quantitate myelin sheaths in vitro with high sensitivity at the single cell level suitable for testing small compound libraries. To this end, we miniaturised in vitro retinal ganglion cell-oligodendrocyte precursor cell (RGC–OPC) co-cultures into a multi-well plate format. This allowed us to maintain the reciprocal interaction of live axons and oligodendrocytes (OLs) to ensure compact myelin formation. To quantify our co-cultures, we developed a novel computer vision algorithm to precisely measure myelination. We demonstrated efficacy of our system with known pro-differentiating compounds BQ3020 and XAV939 which exhibited robust, efficient, and dose dependent effects on myelination. Through this combination of experimental and technical advances, we have developed a method allowing systematic and reliable testing of remyelinating compound efficacy. |
format | Online Article Text |
id | pubmed-9938858 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99388582023-02-20 Higher throughput workflow with sensitive, reliable and automatic quantification of myelination in vitro suitable for drug screening Seiler, Sybille Wälti, Ciril Marius de Barros, Vanessa Barbash, Shahar Foo, Lynette C. Sci Rep Article Multiple sclerosis (MS) is the most common demyelinating autoimmune disease of the central nervous system (CNS). Immune-mediated myelin and axonal damage that is accompanied by chronic axonal loss causing destruction of the myelin sheaths are hallmarks of MS. While great strides have been made in understanding the molecular underpinnings of re-/myelination, currently no remyelination therapy is available for MS. As myelination is a complex process that is not fully understood, we sought to develop a systematic, reliable, automated and quantitative higher throughput screening method. We aimed to quantitate myelin sheaths in vitro with high sensitivity at the single cell level suitable for testing small compound libraries. To this end, we miniaturised in vitro retinal ganglion cell-oligodendrocyte precursor cell (RGC–OPC) co-cultures into a multi-well plate format. This allowed us to maintain the reciprocal interaction of live axons and oligodendrocytes (OLs) to ensure compact myelin formation. To quantify our co-cultures, we developed a novel computer vision algorithm to precisely measure myelination. We demonstrated efficacy of our system with known pro-differentiating compounds BQ3020 and XAV939 which exhibited robust, efficient, and dose dependent effects on myelination. Through this combination of experimental and technical advances, we have developed a method allowing systematic and reliable testing of remyelinating compound efficacy. Nature Publishing Group UK 2023-02-18 /pmc/articles/PMC9938858/ /pubmed/36805690 http://dx.doi.org/10.1038/s41598-023-29333-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Seiler, Sybille Wälti, Ciril Marius de Barros, Vanessa Barbash, Shahar Foo, Lynette C. Higher throughput workflow with sensitive, reliable and automatic quantification of myelination in vitro suitable for drug screening |
title | Higher throughput workflow with sensitive, reliable and automatic quantification of myelination in vitro suitable for drug screening |
title_full | Higher throughput workflow with sensitive, reliable and automatic quantification of myelination in vitro suitable for drug screening |
title_fullStr | Higher throughput workflow with sensitive, reliable and automatic quantification of myelination in vitro suitable for drug screening |
title_full_unstemmed | Higher throughput workflow with sensitive, reliable and automatic quantification of myelination in vitro suitable for drug screening |
title_short | Higher throughput workflow with sensitive, reliable and automatic quantification of myelination in vitro suitable for drug screening |
title_sort | higher throughput workflow with sensitive, reliable and automatic quantification of myelination in vitro suitable for drug screening |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9938858/ https://www.ncbi.nlm.nih.gov/pubmed/36805690 http://dx.doi.org/10.1038/s41598-023-29333-1 |
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