Spotlight September: A methodology for the automatic evaluation of data quality and completeness of nanomaterials for risk assessment purposes

Home > 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

Spotlight September: A methodology for the automatic evaluation of data quality and completeness of nanomaterials for risk assessment purposes

Weitere Spotlights


Spotlight October 2022: The titanium dioxide debate – why the current ECHA and EFSA hazard classification should be questioned

Spotlight October 2022: The titanium dioxide debate – why the current ECHA and EFSA hazard classification should be questioned

Due to various reports and scientific studies, titanium dioxide (TiO2)was also banned in Europe this year (2022) for use as a food additive with the indication that it could possibly be carcinogenic to humans. Although no case of tumour induction in humans has been reported since the use of this material in micro but also […]

Read more

Spotlight August 2022: Three-stage model for the formation of micro- and nanoplastic particles.

Spotlight August 2022: Three-stage model for the formation of micro- and nanoplastic particles.

Plastic pollution is a global problem that will continue to affect humanity for more than 100 years. There is the visible pollution, e.g. plastic debris in the environment, which leads to death for many animals (because they mistakenly think the plastic is food and eat it or because they get caught in the plastic waste). […]

Read more

Spotlight December 2021: Silica nanoparticles improve plant disease resistance

Spotlight December 2021: Silica nanoparticles improve plant disease resistance

The resistance of plants to various pathogens is often increased in agriculture with various chemicals (“fertilizers”). A new direction is being taken with the use of nanoparticles. These can be sprayed on the plants. In the present study, the model plant Arabidopsis was used to investigate whether silicon dioxide nanoparticles (SiO2) can increase resistance to […]

Read more

Spotlight August 2023: From principles to reality. FAIR implementation in the nanosafety community

Spotlight 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 more

Skip to content