Implementation of the Grouping and Read-Across Approach for the Prediction of Nanomaterials Ecotoxicity

43 Pages Posted: 22 Apr 2022

See all articles by Maciej Gromelski

Maciej Gromelski

affiliation not provided to SSRN

Anna Rybińska-Fryca

affiliation not provided to SSRN

Martina G. Vijver

Leiden University

Willie Peijnenburg

Leiden University

Amelie Chatel

affiliation not provided to SSRN

Andrew Barrick

affiliation not provided to SSRN

Nicolas Manier

affiliation not provided to SSRN

Judit Kalman

affiliation not provided to SSRN

José Maria Navas

affiliation not provided to SSRN

Maciej Stępnik

Nofer Institute of Occupational Medicine

Natalia Buławska

affiliation not provided to SSRN

Anita Sosnowska

affiliation not provided to SSRN

Alicja Mikołajczyk

affiliation not provided to SSRN

Karolina Jagiełło

affiliation not provided to SSRN

Tomasz Puzyn

University of Gdansk

Multiple version iconThere are 2 versions of this paper

Abstract

Engineered nanomaterials (ENMs) occur in various products and could be released into the environment during their life cycle. Therefore, it is crucial to assess the potential risk that ENMs may pose through their entire life cycle in order to accurately predict the environmental fate as well as their potential hazards. In this context, we aimed at evaluating the applicability of the available grouping and read-across guidelines for predicting the ecotoxicity of various nanoforms of silica ENMs. We performed a case study using data for amorphous nano-SiO 2 gathered from the JRC Repository characterization dossier and the NanoReg2 H2020 project (i.e. NMs 200, 201, 202, 203, 204). The toxicity results towards a carp leucocyte cell line (CLC) expressed by the EC25 values were considered as the endpoint for the case study. Nanoinformatics methods were applied to perform grouping of ENMs based on their properties. Subsequently, the case study was developed using the Read-Across Assessment Framework (RAAF) on previously established group of similar nanoforms to assess the ecotoxicity of ENMs in the regulatory context. Finally, suggestions and perspectives for the future development of such frameworks, testing protocols, and standardized methods for ENMs were proposed.

Keywords: nanoinformatics, nanoforms, Nanomaterials, toxicity, regulatory

Suggested Citation

Gromelski, Maciej and Rybińska-Fryca, Anna and Vijver, Martina G. and Peijnenburg, Willie and Chatel, Amelie and Barrick, Andrew and Manier, Nicolas and Kalman, Judit and Navas, José Maria and Stępnik, Maciej and Buławska, Natalia and Sosnowska, Anita and Mikołajczyk, Alicja and Jagiełło, Karolina and Puzyn, Tomasz, Implementation of the Grouping and Read-Across Approach for the Prediction of Nanomaterials Ecotoxicity. Available at SSRN: https://ssrn.com/abstract=4090220 or http://dx.doi.org/10.2139/ssrn.4090220

Maciej Gromelski

affiliation not provided to SSRN ( email )

Anna Rybińska-Fryca

affiliation not provided to SSRN ( email )

Martina G. Vijver

Leiden University ( email )

Willie Peijnenburg

Leiden University ( email )

Amelie Chatel

affiliation not provided to SSRN ( email )

Andrew Barrick

affiliation not provided to SSRN ( email )

Nicolas Manier

affiliation not provided to SSRN ( email )

Judit Kalman

affiliation not provided to SSRN ( email )

José Maria Navas

affiliation not provided to SSRN ( email )

Maciej Stępnik

Nofer Institute of Occupational Medicine ( email )

Natalia Buławska

affiliation not provided to SSRN ( email )

Anita Sosnowska

affiliation not provided to SSRN ( email )

Alicja Mikołajczyk

affiliation not provided to SSRN ( email )

Karolina Jagiełło

affiliation not provided to SSRN ( email )

Tomasz Puzyn (Contact Author)

University of Gdansk ( email )

80-309 Gdańsk
Poland

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