Why choose between prediction power and mechanistic insight in QSRR modeling? A case study of artificial membrane chromatography and machine learning

Source
Analytica chimica acta - ISSN 0003-2670-1424 (2026) p.
Author(s)
    Wiktor Nisterenko, Julia Nicman, Jiayin Deng, Yash Raj Singh, Alicja Rozycka, Katarzyna Ewa Greber, Daniel Szulczyk, Michal Nowacki, Maciej Dawidowski, Anna Drabczyk, Jolanta Jaskowska, Przemyslaw Zareba, Damian Kulaga, Marek Staszewski, Monika Wujec, Piotr Krzeczynski, Olga Michalak, Greta Klejborowska, Camilla Scarpellini, Koen Augustyns, Jaka Dernovsek, Tihomir Tomasic, Jan Korabecny, Joanna Fedorowicz, Jaroslaw Saczewski, Wieslaw Sawicki, Defang Ouyang, Krzesimir Ciura

Ferroptosis inhibition enhances liver and lung graft function

Source
Cell - ISSN 0092-8674-189:13 (2026) p. 3991-4004.e26
Author(s)
    Geraldine Veeckmans, Lene Devos, Nicholas Gilbo, Dieter Van Beersel, Camilla Scarpellini, Joris Blondeel, Magali Walravens, Greta Klejborowska, Caroline Lanthier, Michele Wölk, Sebastian Müller, Christine Gaillet, Ludovic Colombeau, Behrouz Hassannia, Matthias Längin, Martin Bender, Jan-Michael Abicht, Bruno Reichart, Hans De Winter, Maria Fedorova, Raphaël Rodriguez, Jacques Pirenne, Laurens J. Ceulemans, Ina Jochmans, Koen Augustyns, Diethard Monbaliu, Arne Neyrinck, Tom Vanden Berghe

Beyond ferrostatin-1 : a comprehensive review of ferroptosis inhibitors

Source
Trends in pharmacological sciences - ISSN 0165-6147-44:12 (2023) p. 902-916
Author(s)

Identification of novel ferroptosis and necroptosis inhibitors : optimising the therapeutic potential by improving pharmacokinetic properties

Source
Antwerp, University of Antwerp, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, Department of Pharmaceutical Sciences, 2023,X, 413 p.