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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 Minimal I...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8769689/
https://www.ncbi.nlm.nih.gov/pubmed/34472587
http://dx.doi.org/10.1093/bib/bbab350
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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 Minimal Information for Chemosensitivity Assays (MICHA), 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 web server and database, we envisage a wider adoption of a community-driven effort to improve the open access of drug sensitivity assays.
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spelling pubmed-87696892022-01-20 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 Brief Bioinform Problem Solving Protocol 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 Minimal Information for Chemosensitivity Assays (MICHA), 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 web server and database, we envisage a wider adoption of a community-driven effort to improve the open access of drug sensitivity assays. Oxford University Press 2021-09-01 /pmc/articles/PMC8769689/ /pubmed/34472587 http://dx.doi.org/10.1093/bib/bbab350 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Problem Solving Protocol
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 Problem Solving Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8769689/
https://www.ncbi.nlm.nih.gov/pubmed/34472587
http://dx.doi.org/10.1093/bib/bbab350
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