A template wizard for the cocreation of machine-readable data-reporting to harmonize the evaluation of (nano)materials - Archive ouverte HAL
Article Dans Une Revue Nature Protocols Année : 2024

A template wizard for the cocreation of machine-readable data-reporting to harmonize the evaluation of (nano)materials

Nina Jeliazkova
Elise Rundén-Pran
Michael Burgum
  • Fonction : Auteur
Shareen Doak
  • Fonction : Auteur
Mihaela Roxana Cimpan
Ivan Rios-Mondragon
  • Fonction : Auteur
Emil Cimpan
  • Fonction : Auteur
Chiara Battistelli
  • Fonction : Auteur
Cecilia Bossa
  • Fonction : Auteur
Rositsa Tsekovska
Damjana Drobne
  • Fonction : Auteur
Sara Novak
  • Fonction : Auteur
Neža Repar
  • Fonction : Auteur
Ammar Ammar
Penny Nymark
Veronica Di Battista
  • Fonction : Auteur
Anita Sosnowska
  • Fonction : Auteur
Tomasz Puzyn
  • Fonction : Auteur
Nikolay Kochev
  • Fonction : Auteur
Luchesar Iliev
Vedrin Jeliazkov
  • Fonction : Auteur
Katie Reilly
Iseult Lynch
Martine Bakker
Camila Delpivo
  • Fonction : Auteur
Araceli Sánchez Jiménez
Ana Sofia Fonseca
  • Fonction : Auteur
María Luisa Fernandez-Cruz
Shahzad Rashid
  • Fonction : Auteur
Egon Willighagen
Margarita D Apostolova
Maria Dusinska

Résumé

Making research data findable, accessible, interoperable and reusable (FAIR) is typically hampered by a lack of skills in technical aspects of data management by data generators and a lack of resources. We developed a Template Wizard for researchers to easily create templates suitable for consistently capturing data and metadata from their experiments. The templates are easy to use and enable the compilation of machine-readable metadata to accompany data generation and align them to existing community standards and databases, such as eNanoMapper, streamlining the adoption of the FAIR principles. These templates are citable objects and are available as online tools. The Template Wizard is designed to be user friendly and facilitates using and reusing existing templates for new projects or project extensions. The wizard is accompanied by an online template validator, which allows self-evaluation of the template (to ensure mapping to the data schema and machine readability of the captured data) and transformation by an open-source parser into machine-readable formats, compliant with the FAIR principles. The templates are based on extensive collective experience in nanosafety data collection and include over 60 harmonized data entry templates for physicochemical characterization and hazard assessment (cell viability, genotoxicity, environmental organism dose-response tests, omics), as well as exposure and release studies. The templates are generalizable across fields and have already been extended and adapted for microplastics and advanced materials research. The harmonized templates improve the reliability of interlaboratory comparisons, data reuse and meta-analyses and can facilitate the safety evaluation and regulation process for (nano) materials.

Domaines

Ecotoxicologie
Fichier non déposé

Dates et versions

hal-04614205 , version 1 (17-06-2024)

Identifiants

Citer

Nina Jeliazkova, Eleonora Longhin, Naouale El Yamani, Elise Rundén-Pran, Elisa Moschini, et al.. A template wizard for the cocreation of machine-readable data-reporting to harmonize the evaluation of (nano)materials. Nature Protocols, 2024, ⟨10.1038/s41596-024-00993-1⟩. ⟨hal-04614205⟩

Collections

INERIS
19 Consultations
0 Téléchargements

Altmetric

Partager

More