TY - JOUR
T1 - Safe and sustainable by design: A computer-based approach to redesign chemicals for reduced environmental hazards
AU - Dijk, Joanke van
AU - Flerlage, Hannah
AU - Beijer, Steven
AU - Slootweg, J. Chris
AU - Wezel, Annemarie P. van
N1 - Funding Information:
We thank Bas de Jong for his input for the synthesis of the target compound and Eric Schuler for performing TGA analyses. We thank John Parsons for discussions on the biodegradability tests. This work is part of the Innovative Training Network ECORISK2050 and was supported by the European Union's Horizon 2020 research and innovation program under the Marie Skłodowska-Curie grant agreement No [ 813124 ], as well as a CE-RUR-08-2018-2019-2020 grant LEX4BIO (grant agreement no. 818309 ).
Publisher Copyright:
© 2022 The Authors
PY - 2022/6
Y1 - 2022/6
N2 - Persistency of chemicals in the environment is seen a pressing issue as it results in accumulation of chemicals over time. Persistent chemicals can be an asset in a well-functioning circular economy where products are more durable and can be reused or recycled. This objective can however not always be fulfilled as release of chemicals from products into the environment can be inherently coupled to their use. In these situations, chemicals should be designed for degradation. In this study, a systematic and computer-aided workflow was developed to facilitate the chemical redesign for reduced persistency. The approach includes elements of Essential Use, Alternatives Assessment and Green and Circular Chemistry and ties into goals recently formulated in the context of the EU Green Deal. The organophosphate chemical triisobutylphosphate (TiBP) was used as a case study for exploration of the approach, as its emission to the environment was expected to be inevitable when used as a flame retardant. Over 6.3 million alternative structures were created in silico and filtered based on QSAR outputs to remove potentially non-readily biodegradable structures. With a multi-criteria analysis based on predicted properties and synthesizability a top 500 of most desirable structures was identified. The target structure (di-n-butyl (2-hydroxyethyl) phosphate) was manually selected and synthesized. The approach can be expanded and further verified to reach its full potential in the mitigation of chemical pollution and to help enable a safe circular economy.
AB - Persistency of chemicals in the environment is seen a pressing issue as it results in accumulation of chemicals over time. Persistent chemicals can be an asset in a well-functioning circular economy where products are more durable and can be reused or recycled. This objective can however not always be fulfilled as release of chemicals from products into the environment can be inherently coupled to their use. In these situations, chemicals should be designed for degradation. In this study, a systematic and computer-aided workflow was developed to facilitate the chemical redesign for reduced persistency. The approach includes elements of Essential Use, Alternatives Assessment and Green and Circular Chemistry and ties into goals recently formulated in the context of the EU Green Deal. The organophosphate chemical triisobutylphosphate (TiBP) was used as a case study for exploration of the approach, as its emission to the environment was expected to be inevitable when used as a flame retardant. Over 6.3 million alternative structures were created in silico and filtered based on QSAR outputs to remove potentially non-readily biodegradable structures. With a multi-criteria analysis based on predicted properties and synthesizability a top 500 of most desirable structures was identified. The target structure (di-n-butyl (2-hydroxyethyl) phosphate) was manually selected and synthesized. The approach can be expanded and further verified to reach its full potential in the mitigation of chemical pollution and to help enable a safe circular economy.
KW - Chemical redesign
KW - Environmental hazards
KW - Green and circular chemistry
KW - In silico methods
KW - Organophosphates
KW - Safe and sustainable chemicals
UR - http://www.scopus.com/inward/record.url?scp=85125128761&partnerID=8YFLogxK
U2 - 10.1016/j.chemosphere.2022.134050
DO - 10.1016/j.chemosphere.2022.134050
M3 - Article
SN - 0045-6535
VL - 296
SP - 1
EP - 11
JO - Chemosphere
JF - Chemosphere
M1 - 134050
ER -