title: Investigating the relationship between in vitro-in vivo genotoxicity: derivation of mechanistic QSAR models for in vivo liver genotoxicity and in vivo bone marrow micronucleus formation which encompass metabolism.
abstract: Strategic testing as part of an integrated testing strategy (ITS) to maximize information and avoid the use of animals where possible is fast becoming the norm with the advent of new legislation such as REACH. Genotoxicity is an area where regulatory testing is clearly defined as part of ITS schemes. Under REACH, the specific information requirements depend on the tonnage manufactured or imported. Two types of test systems exist to meet these information requirements, in vivo genotoxicity assays, which take into account the whole animal, and in vitro assays, which are conducted outside the living mammalian organism using microbial or mammalian cells under appropriate culturing conditions. Clearly, with these different broad experimental categories, results for a given chemical can often differ, which presents challenges in the interpretation as well as in attempting to model the results in silico. This study attempted to compare the differences between in vitro and in vivo genotoxicity results, to rationalize these differences with plausible hypothesis in concert with available data. Two proof of concept (Q)SAR models were developed, one for in vivo genotoxicity effects in liver and a second for in vivo micronucleus formation in bone marrow. These "mechanistic models" will be of practical value in testing strategies, and both have been implemented into the TIMES software platform ( http://oasis-lmc.org ) to help predict the genotoxicity outcome of new untested chemicals.
authors.affiliation: Laboratory of Mathematical Chemistry (LMC), As. Zlatarov University, Bourgas, Bulgaria.
authors.forename: Ovanes G
authors.initials: OG
authors.lastname: Mekenyan
authors.forename: Petko I
authors.initials: PI
authors.lastname: Petkov
authors.forename: Stefan V
authors.initials: SV
authors.lastname: Kotov
authors.forename: Stoyanka
authors.initials: S
authors.lastname: Stoeva
authors.forename: Verginia B
authors.initials: VB
authors.lastname: Kamenska
authors.forename: Sabcho D
authors.initials: SD
authors.lastname: Dimitrov
authors.forename: Masamitsu
authors.initials: M
authors.lastname: Honma
authors.forename: Makoto
authors.initials: M
authors.lastname: Hayashi
authors.forename: Romualdo
authors.initials: R
authors.lastname: Benigni
authors.forename: E Maria
authors.initials: EM
authors.lastname: Donner
authors.forename: Grace
authors.initials: G
authors.lastname: Patlewicz
mesh_terms: D000818:Animals; D001853:Bone Marrow / Q000187:drug effects; D002273:Carcinogens / Q000633:toxicity*; D008099:Liver / Q000187:drug effects; D051379:Mice; D048629:Micronuclei, Chromosome-Defective / Q000139:chemically induced*; D015162:Micronucleus Tests; D008954:Models, Biological; D009153:Mutagens / Q000633:toxicity*; D021281:Quantitative Structure-Activity Relationship; D051381:Rats
chemical_list: D002273:Carcinogens; D009153:Mutagens