A guide for developing comprehensive systems biology maps of disease mechanisms: planning, construction and maintenance by Alexander Mazein, Marcio Luis Acencio, Irina Balaur, Adrien Rougny, Danielle Welter, Anna Niarakis, Anna Niarakis, Diana Ramirez Ardila, Ugur Dogrusoz, Piotr Gawron, Venkata Satagopam, Venkata Satagopam, Wei Gu, Wei Gu, Andreas Kremer, Reinhard Schneider, Reinhard Schneider, Marek Ostaszewski, Marek Ostaszewski

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CyberUnits Bricks: An Implementation Study of a Class Library for Simulating Nonlinear Biological Feedback Loops by Johannes W. Dietrich, Nina Siegmar, Jonas R. Hojjati, Oliver Gardt, Bernhard O. Boehm

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Integrative deep immune profiling of the elderly reveals systems-level signatures of aging, sex, smoking, and clinical traitsResearch in context by Lennart Riemann, Rodrigo Gutierrez, Ivan Odak, Joana Barros-Martins, Lennart M. Roesner, Ximena Leon Lara, Christine Falk, Thomas F. Schulz, Gesine Hansen, Thomas Werfel, Reinhold Förster, Berislav Bošnjak, Felix Jenniches, Norman Klopp, Till Robin Lesker, Martin Stangel

Subjects: “…Systems biology…”
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Stress-sensitive neurosignalling in depression: an integrated network biology approach to candidate gene selection for genetic association analysis by J. Anke M. van Eekelen, Justine A. Ellis, Craig A. Olsson, Craig E. Pennell, Jeff Craig, Richard Saffery, Eugen Mattes

Subjects: “…systems biology, emotion, behaviour, hypothalamic-pituitary-adrenal axis, the Raine Study…”
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Ontologies in modelling and analysing of big genetic data by N. L. Podkolodnyy, O. A. Podkolodnaya, V. A. Ivanisenko, M. A. Marchenko

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Targeting ferroptosis in prostate cancer management: molecular mechanisms, multidisciplinary strategies and translational perspectives by Hubo Yang, Xuefeng Zhang, Zongming Jia, He Wang, Jixiang Wu, Xuedong Wei, Yuhua Huang, Wenying Yan, Yuxin Lin

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Parameter space exploration within dynamic simulations of signaling networks by Cristina De Ambrosi, Annalisa Barla, Lorenzo Tortolina, Nicoletta Castagnino, Raffaele Pesenti, Alessandro Verri, Alberto Ballestrero, Franco Patrone, Silvio Parodi

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A practical guide to FAIR data management in the age of multi-OMICS and AI by Douaa Mugahid, Jared Lyon, Charlie Demurjian, Nathan Eolin, Charlie Whittaker, Mark Godek, Douglas Lauffenburger, Sarah Fortune, Stuart Levine

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Revealing systematic changes in the transcriptome during the transition from exponential growth to stationary phase by Hyun Gyu Lim, Ye Gao, Kevin Rychel, Cameron Lamoureux, Xuwen A. Lou, Bernhard O. Palsson

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When HSFs bring the heat—mapping the transcriptional circuitries of HSF-type regulators in Candida albicans by Sadri Znaidi

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Improving neuroendocrine tumor treatments with mathematical modeling: lessons from other endocrine cancers by John Metzcar, Rachael Guenter, Yafei Wang, Kimberly M Baker, Kate E Lines

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A structural model of the VEGF signalling pathway: Emergence of robustness and redundancy properties by Floriane Lignet, Vincent Calvez, Emmanuel Grenier, Benjamin Ribba

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Control of Cellular Differentiation Trajectories for Cancer Reversion by Jeong‐Ryeol Gong, Chun‐Kyung Lee, Hoon‐Min Kim, Juhee Kim, Jaeog Jeon, Sunmin Park, Kwang‐Hyun Cho

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