M.Sc. Julia Duda
Contact
TU Dortmund University
Department of Statistics
Statistical Methods in Genetics and Chemometrics
Mathematics Building, Room 916
44221 Dortmund
Germany
E-Mail: dudastatistik.tu-dortmundde
Phone: +49 231 755 6814

- since February 2020: Doctoral Student
- 2013-2019: Study of Statistics with minor in Biostatistics at TU Dortmund University
Master Thesis: Model Selection and Model Averaging of Dose-Response Gene Expression Data with MCP-Mod - 2017-2018: Year abroad at Michigan Technological University, Michigan, USA
- Toxicology
- Dose-Response Modeling
2023
Duda, J. C., Drenda, C., Kästel, H., Rahnenführer, J., Kappenberg, F. (2023). Benefit of using interaction effects for the analysis of high-dimensional time-response or dose-response data for two-group comparisons. Scientific Reports [ISSN: 2045-2322], 13(1). https://doi.org/10.1038/s41598-023-47057-0
Ghallab, A., González, D., Strängberg, E., Hofmann, U., Myllys, M., Hassan, R., Hobloss, Z., Brackhagen, L., Begher-Tibbe, B., Duda, J. C., Drenda, C., Kappenberg, F., Reinders, J., Friebel, A., Vucur, M., Turajski, M., Seddek, A., Abbas, T., Abdelmageed, N., … , Hengstler, J. G. (2023). Inhibition of the Renal Apical Sodium Dependent Bile Acid Transporter Prevents Cholemic Nephropathy in Mice with Obstructive Cholestasis. Journal of Hepatology. Published. https://doi.org/10.1016/j.jhep.2023.10.035
Kappenberg, F., Duda, J. C., Schürmeyer, L., Gül, O., Brecklinghaus, T., Hengstler, J. G., Schorning, K., & Rahnenführer, J. (2023). Guidance for statistical design and analysis of toxicological dose–response experiments, based on a comprehensive literature review. Archives of Toxicology. In press. https://doi.org/10.1007/s00204-023-03561-w
Su, H., Haque, M., Becker, S., Edlund, K., Duda, J. C., Wang, Q., Reißing, J., Marschall, H., Candels, L. S., Mohamed, M., Sjöland, W., Liao, L., Drexler, S. A., Strowig, T., Rahnenführer, J., Hengstler, J. G., Hatting, M., & Trautwein, C. (2023). Long‐term hypercaloric diet exacerbates metabolic liver disease in PNPLA3 I148M animals. Liver International. In press. https://doi.org/10.1111/liv.15587
2022
Brecklinghaus, T., Albrecht, W., Duda, J. C., Kappenberg, F., Gründler, L., Edlund, K., Marchan, R., Ghallab, A., Cadenas, C., Rieck, A., Vartak, N., Tolosa, L., Castell, J. V., Gardner, I., Halilbasic, E., Trauner, M., Ullrich, A., Zeigerer, A., Demirci Turgunbayer, Ö., … , Hengstler, J. G. (2022). In vitro/in silico prediction of drug induced steatosis in relation to oral doses and blood concentrations by the Nile Red assay. Toxicology Letters, 368, 33–46. https://doi.org/10.1016/j.toxlet.2022.08.006
Brecklinghaus, T., Albrecht, W., Kappenberg, F., Duda, J. C., Vartak, N., Edlund, K., Marchan, R., Ghallab, A., Cadenas, C., Günther, G., Leist, M., Zhang, M., Gardner, I., Reinders, J., Russel, F. GM., Foster, A. J., Williams, D. P., Damle-Vartak, A., Grandits, M., … , Hengstler, J. G. (2022). The hepatocyte export carrier inhibition assay improves the separation of hepatotoxic from non-hepatotoxic compounds. Chemico-Biological Interactions, 351, Article 109728. https://doi.org/10.1016/j.cbi.2021.109728
Brecklinghaus, T., Albrecht, W., Kappenberg, F., Duda, J. C., Zhang, M., Gardner, I., Marchan, R., Ghallab, A., Turgunbayer, Ö. D., Rahnenführer, J., & Hengstler, J. G. (2022). Influence of bile acids on the cytotoxicity of chemicals in cultivated human hepatocytes. Toxicology in Vitro, 81, Article 105344. https://doi.org/10.1016/j.tiv.2022.105344
Duda, J. C., Hengstler, J. G., & Rahnenführer, J. (2022). td2pLL: an intuitive time-dose-response model for cytotoxicity data with varying exposure durations. Computational Toxicology, 43, Article 100234. https://doi.org/10.1016/j.comtox.2022.100234
Duda, J. C., Kappenberg, F., & Rahnenführer, J. (2022). Model selection characteristics when using MCP‐Mod for dose–response gene expression data. Biometrical Journal, 64(5), 883–897. https://doi.org/10.1002/bimj.202000250
2021
Ghallab, A., Myllys, M., Friebel, A., Duda, J. C., Edlund, K., Halibasic, E., Vucur, M., Hobloss, Z., Brackhagen, L., Begher-Tibbe, B., Hassan, R., Burke, M., Genç, E., Frohwein, L. J., Hofmann, U., Holland, C. H., González Leiva, D. F., Keller, M., Seddek, A., … , Hengstler, J. G. (2021). Spatio-temporal multiscale analysis of Western diet-fed mice reveals a translationally relevant sequence of events during NAFLD progression [OnlineRessource]. Cells, 10(10), Article 2516. https://doi.org/10.3390/cells10102516
- Organization of Data Science in Context (WiSe 2020/2021)