M.Sc. Julia Duda

• seit Februar  2020: Wissenschaftliche Mitarbeiterin und Promovierende
• 2016-2019: M.Sc. (Statistik) mit Schwerpunkt Biometrie, TU Dortmund
  Masterarbeit: Model Selection and Model Averaging of Dose-Response Gene Expression Data with MCP-Mod
• 2017-2018: Auslandsjahr an der Michigan Technological University, Michigan, USA
• 2013-2016: B.Sc. (Statistik) mit Schwerpukt Biometrie, TU Dortmund
  Bachelorarbeit: Vergleich verschiedener Verteilungen für die Modellierung von Jahreshöchstabflüssen

ORCiD
GitHub

2023

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., 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

• Organisation von Data Science in Context (WiSe 2020/2021)