Cargando…

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...

Descripción completa

Detalles Bibliográficos
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: Cold Spring Harbor Laboratory 2021
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
_version_ 1783620570635567104
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
work_keys_str_mv AT tanoliziaurrehman minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT aldahdoohjehad minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT alamfarhan minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT wangyinyin minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT seemabumair minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT fratellimaddalena minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT pavlispetr minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT hajduchmarian minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT bietrixflorence minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT gribbonphilip minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT zalianiandrea minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT hallmatthewd minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT shenmin minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT brimacombekyle minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT kulesskiyevgeny minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT saarelajani minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT wennerbergkrister minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT vahakoskelamarkus minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments
AT tangjing minimalinformationforchemosensitivityassaysmichaanextgenerationpipelinetoenablethefairificationofdrugscreeningexperiments