“…However, replacing animal testing is a doubleedged sword. On the one hand, it is well known that in vivo experiments are time consuming, expensive and ethically questionable, whereas the use of in vitro and in silico approaches, such as QSARs, can lead to significant savings [5]. On the other hand, the reliability of in silico predictions is often not well documented enough to make safe decisions and justify waiving animal tests.…”