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Minimal information for Chemosensitivity assays (MICHA): A next-generation pipeline to enable the FAIRification of drug screening experiments
Chemosensitivity assays are commonly used for preclinical drug discovery and clinical trial optimization. However, data from independent assays are often discordant, largely attributed to uncharacterized variation in the experimental materials and protocols. We report here the launching of MICHA (Mi...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7724669/ https://www.ncbi.nlm.nih.gov/pubmed/33300000 http://dx.doi.org/10.1101/2020.12.03.409409 |
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author | Tanoli, Ziaurrehman Aldahdooh, Jehad Alam, Farhan Wang, Yinyin Seemab, Umair Fratelli, Maddalena Pavlis, Petr Hajduch, Marian Bietrix, Florence Gribbon, Philip Zaliani, Andrea Hall, Matthew D. Shen, Min Brimacombe, Kyle Kulesskiy, Evgeny Saarela, Jani Wennerberg, Krister Vähä-Koskela, Markus Tang, Jing |
author_facet | Tanoli, Ziaurrehman Aldahdooh, Jehad Alam, Farhan Wang, Yinyin Seemab, Umair Fratelli, Maddalena Pavlis, Petr Hajduch, Marian Bietrix, Florence Gribbon, Philip Zaliani, Andrea Hall, Matthew D. Shen, Min Brimacombe, Kyle Kulesskiy, Evgeny Saarela, Jani Wennerberg, Krister Vähä-Koskela, Markus Tang, Jing |
author_sort | Tanoli, Ziaurrehman |
collection | PubMed |
description | Chemosensitivity assays are commonly used for preclinical drug discovery and clinical trial optimization. However, data from independent assays are often discordant, largely attributed to uncharacterized variation in the experimental materials and protocols. We report here the launching of MICHA (Minimal Information for Chemosensitivity Assays), accessed via https://micha-protocol.org. Distinguished from existing efforts that are often lacking support from data integration tools, MICHA can automatically extract publicly available information to facilitate the assay annotation including: 1) compounds, 2) samples, 3) reagents, and 4) data processing methods. For example, MICHA provides an integrative web server and database to obtain compound annotation including chemical structures, targets, and disease indications. In addition, the annotation of cell line samples, assay protocols and literature references can be greatly eased by retrieving manually curated catalogues. Once the annotation is complete, MICHA can export a report that conforms to the FAIR principle (Findable, Accessible, Interoperable and Reusable) of drug screening studies. To consolidate the utility of MICHA, we provide FAIRified protocols from five major cancer drug screening studies, as well as six recently conducted COVID-19 studies. With the MICHA webserver and database, we envisage a wider adoption of a community-driven effort to improve the open access of drug sensitivity assays. |
format | Online Article Text |
id | pubmed-7724669 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-77246692020-12-10 Minimal information for Chemosensitivity assays (MICHA): A next-generation pipeline to enable the FAIRification of drug screening experiments Tanoli, Ziaurrehman Aldahdooh, Jehad Alam, Farhan Wang, Yinyin Seemab, Umair Fratelli, Maddalena Pavlis, Petr Hajduch, Marian Bietrix, Florence Gribbon, Philip Zaliani, Andrea Hall, Matthew D. Shen, Min Brimacombe, Kyle Kulesskiy, Evgeny Saarela, Jani Wennerberg, Krister Vähä-Koskela, Markus Tang, Jing bioRxiv Article Chemosensitivity assays are commonly used for preclinical drug discovery and clinical trial optimization. However, data from independent assays are often discordant, largely attributed to uncharacterized variation in the experimental materials and protocols. We report here the launching of MICHA (Minimal Information for Chemosensitivity Assays), accessed via https://micha-protocol.org. Distinguished from existing efforts that are often lacking support from data integration tools, MICHA can automatically extract publicly available information to facilitate the assay annotation including: 1) compounds, 2) samples, 3) reagents, and 4) data processing methods. For example, MICHA provides an integrative web server and database to obtain compound annotation including chemical structures, targets, and disease indications. In addition, the annotation of cell line samples, assay protocols and literature references can be greatly eased by retrieving manually curated catalogues. Once the annotation is complete, MICHA can export a report that conforms to the FAIR principle (Findable, Accessible, Interoperable and Reusable) of drug screening studies. To consolidate the utility of MICHA, we provide FAIRified protocols from five major cancer drug screening studies, as well as six recently conducted COVID-19 studies. With the MICHA webserver and database, we envisage a wider adoption of a community-driven effort to improve the open access of drug sensitivity assays. Cold Spring Harbor Laboratory 2021-06-12 /pmc/articles/PMC7724669/ /pubmed/33300000 http://dx.doi.org/10.1101/2020.12.03.409409 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Tanoli, Ziaurrehman Aldahdooh, Jehad Alam, Farhan Wang, Yinyin Seemab, Umair Fratelli, Maddalena Pavlis, Petr Hajduch, Marian Bietrix, Florence Gribbon, Philip Zaliani, Andrea Hall, Matthew D. Shen, Min Brimacombe, Kyle Kulesskiy, Evgeny Saarela, Jani Wennerberg, Krister Vähä-Koskela, Markus Tang, Jing Minimal information for Chemosensitivity assays (MICHA): A next-generation pipeline to enable the FAIRification of drug screening experiments |
title | Minimal information for Chemosensitivity assays (MICHA): A next-generation pipeline to enable the FAIRification of drug screening experiments |
title_full | Minimal information for Chemosensitivity assays (MICHA): A next-generation pipeline to enable the FAIRification of drug screening experiments |
title_fullStr | Minimal information for Chemosensitivity assays (MICHA): A next-generation pipeline to enable the FAIRification of drug screening experiments |
title_full_unstemmed | Minimal information for Chemosensitivity assays (MICHA): A next-generation pipeline to enable the FAIRification of drug screening experiments |
title_short | Minimal information for Chemosensitivity assays (MICHA): A next-generation pipeline to enable the FAIRification of drug screening experiments |
title_sort | minimal information for chemosensitivity assays (micha): a next-generation pipeline to enable the fairification of drug screening experiments |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7724669/ https://www.ncbi.nlm.nih.gov/pubmed/33300000 http://dx.doi.org/10.1101/2020.12.03.409409 |
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