Phase 1: In Silico Screening – “Safe-by-Design” Starts on the Drawing Board
At the beginning of the R&D process, an initial screening step employing computational (in silico) methods prior to the synthesis of any physical samples is performed. At this conceptual stage, toxicologists, ecotoxicologists and regulators collaboratively assess the proposed molecular structures using in silico tools.
This includes the application of QSAR (Quantitative Structure–Activity Relationship) models to predict potential hazard properties based on structural features, as well as read‑across approaches that draw on existing data from structurally related substances.
In addition, relevant scientific literature and regulatory safety databases are systematically reviewed to identify any indications of potential hazards, along with information on global regulatory status and registration requirements.
Most important hazard classes that would be showstoppers:
- Carcinogenicity and/or mutagenicity (C/M),
- Reproductive toxicity (R),
- Endocrine disruption (ED),
- Persistence, mobile or potential for bioaccumulation in combination with high environmental toxicity (PBT/PMT)
- Application-specific important hazards like strong skin sensitization (Cat 1 A)
Any compound that shows high likelihood of classification in these categories gets scrutinized closely and if concerns are confirmed it is either dropped or re-designed early.








