TDTatyana Y. Doktorova

Tatyana Y. Doktorova

*This is an algorithmically generated author record based on publicly available information.

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Tatyana Y. Doktorova has a total of 21 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Way forward in case of a false positive in vitro genotoxicity result for a cosmetic substance?

    by Tatyana Y. Doktorova, Gamze Ates, Mathieu Vinken, Tamara Vanhaecke, Vera Rogiers


  • Open Access

    Transcriptomic responses generated by hepatocarcinogens in a battery of liver-based in vitro models

    by Tatyana Y. Doktorova, Reha Yildirimman, Mathieu Vinken, Mireia Vilardell, Tamara Vanhaecke, Hans Gmuender, Roque Bort, Gabriella Brolen, Gustav Holmgren, Ruoya Li, et al.

    As the conventional approach to assess the potential of a chemical to cause cancer in humans still includes the 2-year rodent carcinogenicity bioassay, development of alternative methodologies is needed. In the present study, the transcriptomics responses following exposure to genotoxic (GTX) and non-genotoxic (NGTX) hepatocarcinogens and non-carcinogens (NC) in five liver-based in vitro models, namely conventional and epigenetically stabilized cultures of primary rat hepatocytes, the human hepatoma-derived cell lines HepaRG and HepG2 and human embryonic stem cell-derived hepatocyte-like cells, are examined. For full characterization of the systems, several bioinformatics approaches are employed including gene-based, ConsensusPathDB-based and classification analysis. They provide convincingly similar outcomes, namely that upon exposure to carcinogens, the HepaRG generates a gene classifier (a gene classifier is defined as a selected set of characteristic gene signatures capable of distinguishing GTX, NGTX carcinogens and NC) able to discriminate the GTX carcinogens from the NGTX carcinogens and NC. The other in vitro models also yield cancer-relevant characteristic gene groups for the GTX exposure, but some genes are also deregulated by the NGTX carcinogens and NC. Irrespective of the tested in vitro model, the most uniformly expressed pathways following GTX exposure are the p53 and those that are subsequently induced. The NGTX carcinogens triggered no characteristic cancer-relevant gene profiles in all liver-based in vitro systems. In conclusion, liver-based in vitro models coupled with transcriptomics techniques, especially in the case when the HepaRG cell line is used, represent valuable tools for obtaining insight into the mechanism of action and identification of GTX carcinogens.


  • Comparison of genotoxicant-modified transcriptomic responses in conventional and epigenetically stabilized primary rat hepatocytes with in vivo rat liver data

    by Tatyana Y. Doktorova, Heidrun Ellinger-Ziegelbauer, Mathieu Vinken, Tamara Vanhaecke, Joost van Delft, Jos Kleinjans, Hans-Juergen Ahr, Vera Rogiers


  • Comparison of hepatocarcinogen-induced gene expression profiles in conventional primary rat hepatocytes with in vivo rat liver

    by Tatyana Y. Doktorova, Heidrun Ellinger-Ziegelbauer, Mathieu Vinken, Tamara Vanhaecke, Joost van Delft, Jos Kleinjans, Hans-Juergen Ahr, Vera Rogiers

    At present, substantial efforts are focused on the development of in vitro assays coupled with “omics” technologies for the identification of carcinogenic substances as an alternative to the classical 2-year rodent carcinogenicity bioassay. A prerequisite for the eventual regulatory acceptance of such assays, however, is the in vivo relevance of the observed in vitro findings. In the current study, hepatocarcinogen-induced gene expression profiles generated after the exposure of conventional cultures of primary rat hepatocytes to three non-genotoxic carcinogens (methapyrilene hydrochloride, piperonyl butoxide, and Wy-14643), three genotoxic carcinogens (aflatoxin B1, 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone, and 2-nitrofluorene), and two non-carcinogens (nifedipine and clonidine) are compared with previously obtained in vivo data after oral administration for up to 14 days of the same hepatocarcinogens to rats. In addition to the comparison of deregulated genes and functions per compound between in vivo and in vitro models, the major discriminating cellular pathways found in vivo in livers of exposed rats were examined for deregulation in vitro. Further, in vivo-derived gene signatures for the identification of genotoxic versus non-genotoxic carcinogens are used to classify in vitro-tested hepatocarcinogens and non-carcinogens. In the primary hepatocyte cultures, two out of the three tested genotoxic carcinogens mimicked the in vivo-relevant DNA damage response and were correctly assessed. Exposure to the non-genotoxic hepatocarcinogens, however, triggered a relatively weak response in the in vitro system, with no clear similarities to in vivo. This study contributes to the further optimization of toxicogenomics predictive tools when applied in in vitro settings.


  • Opportunities for an alternative integrating testing strategy for carcinogen hazard assessment?

    by Tatyana Y. Doktorova, Marleen Pauwels, Mathieu Vinken, Tamara Vanhaecke, Vera Rogiers

    The 2-year rodent carcinogenicity bioassay evolved more than 40 years ago, and although it is complex, long lasting, expensive, and animal consuming, it is still the only generally accepted test for assessing the carcinogenicity of chemicals. Over time, different alternative approaches have been developed with the final goal to replace the bioassay. Unfortunately, at present, none of these strategies alone provides sufficient assurance of accurate prediction. In this review paper, we discuss the major advantages and pitfalls of the existing alternative methodologies to the carcinogenicity bioassay. Finally, based on the available scientific data in the public domain, we propose what we would like to call a “feasible integrated testing strategy” which incorporates some promising alternatives, providing at the same time information on the mechanism of action and the toxic nature of the compounds tested. It is, however, clear that the adoption of whatever “new” testing scheme should be considered with caution and its effectiveness should be experimentally demonstrated in advance by addressing a reasonable number of chemical carcinogens and non-carcinogens from a variety of structural and functional classes.