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Fakultät Statistik
Promovierende

M.Sc. Julia Duda

Kontakt

Technische Universität Dortmund
Fakultät Statistik
Statistische Me­tho­den in der Genetik u. Chemometrie
Mathematik-Gebäude, Raum 916
44221 Dortmund

E-Mail: dudastatistik.tu-dortmundde
Tel.: +49 231 755 6814

Porträtfoto von Julia Duda © Julia Duda​/​privat
  • 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
  • Toxikologie
  • Dose-Response Modeling

ORCiD
GitHub

 

2024

Ghallab, A., González Leiva, D. F., 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. (2024). Inhibition of the renal apical sodium dependent bile acid transporter prevents cholemic nephropathy in mice with obstructive cholestasis. Journal of Hepatology, 80(2), 268–281. https://doi.org/10.1016/j.jhep.2023.10.035

Tug, T., Duda, J. C., Menssen, M., Bruce, S. W., Bringezu, F., Dammann, M., Frötschl, R., Harm, V., Ickstadt, K., Igl, B.-W., Jarzombek, M., Kellner, R., Lott, J., Pfuhler, S., Plappert-Helbig, U., Rahnenführer, J., Schulz, M., Vaas, L., Vasquez, M., … Ziemann, C. (2024). In vivo alkaline comet assay: statistical considerations on historical negative and positive control data. Regulatory Toxicology and Pharmacology, Article 105583. In press. https://doi.org/10.1016/j.yrtph.2024.105583

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

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

 

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