>
Spotlight September: A methodology for the automatic evaluation of data quality and completeness of nanomaterials for risk assessment purposes
This paper describes a method for automatically assessing the quality and completeness of nanosafety data for the purpose of risk assessment. Steps to develop the methodology for assessing data completeness and the methodology for assessing quality are presented. The methodology is tailored to physicochemical and hazard (meta) data, but can also be configured with appropriate criteria to support modeling or exposure assessment. It is based on assessing the quality and completeness of the data contained in the eNanoMapper database using the harmonized data reporting templates introduced in the NANoREG project and further developed in the GRACIOUS project. Combined with expert knowledge, this methodology can be used as a powerful data analysis tool in different contexts. To enable the practical application of the proposed methodology, it has been implemented as an online R-tool (https://shinyapps.greendecision.eu/app/gracious-data-quality) that can be connected to both databases and risk assessment software tools.
Original publication:
Gianpietro Basei, Hubert Rauscher, Nina Jeliazkova & Danail Hristozov (2022). A methodology for the automatic evaluation of data quality and completeness of nanomaterials for risk assessment purposes. Nanotoxicology, 16:2, 195-216, DOI: 10.1080/17435390.2022.2065222
Weitere Spotlights
Spotlight August 2021: Towards FAIR nanosafety data
In August we would like to present a paper on FAIR data. The paper published in Nature Nanotechnology in June 2021 summarises the challenges and provides recommendations for the efficient reuse of nanosafety data in line with the recently established FAIR guiding principles: findable, accessible, interoperable and reusable. This article summarises the know-how on the […]
Read moreSpotlight April 2021: Nanomaterials and Fake News – a commentary based on an example
In February 2021, the article “The invisible killer lurking in our consumer products” appeared, describing nanoparticles as a greater danger than Corona [1]. “The use of nanomaterials” would be “unregulated” and “nanomaterials are so small that they cannot be determined once they are part of a product”. So what is the truth of these statements? […]
Read moreSpotlight August 2023: From principles to reality. FAIR implementation in the nanosafety community
In the August 2023 Spotlight, we present a paper that addresses the implementation of FAIR (Findability, Accessibility, Interoperability and Reusability) Data in nanosafety research. The authors introduce the new AdvancedNano GO FAIR Implementation Network (see also https://www.go-fair.org/implementation-networks/overview/advancednano/) established as part of the GO FAIR initiative. The paper highlights the AdvancedNano GO FAIR Implementation Network’s support […]
Read moreSpotlight March 2022: Safe Materials from Scratch – Safe-by-Design-Concept in action
In recent decades, German research on nanomaterials and new, innovative materials has been widely expanded by material safety aspects. European initiatives also pay significant attention to this: both the European Union (EU) Green Deal, and the Chemicals Strategy for Sustainability (CSS) aim to create a sustainable, climate-neutral economy with sustainable and safe chemicals and products, […]
Read more


