no code implementations • 8 Mar 2023 • Eli Newby, Jorge Gómez Tejeda Zañudo, Réka Albert
Driving a network's feedback vertex set (FVS) by node-state override into a state consistent with a target attractor is proven to force every system trajectory to the target attractor, but in biological networks, the FVS is typically larger than can be realistically manipulated.
no code implementations • 18 Jul 2022 • Xiao Gan, Zixin Shu, Xinyan Wang, Dengying Yan, Jun Li, Shany ofaim, Réka Albert, XiaoDong Li, Baoyan Liu, Xuezhong Zhou, Albert-László Barabási
We validate our framework with real-world hospital patient data by showing that (1) shorter network distance between symptoms of inpatients correlates with higher relative risk (co-occurrence), and (2) herb-symptom network proximity is indicative of patients' symptom recovery rate after herbal treatment.
1 code implementation • 22 Nov 2021 • Eli Newby, Jorge Gómez Tejda Zañudo, Réka Albert
Thus, we developed an approach to rank subsets of the FVS on Boolean models of intracellular networks using topological, dynamics-independent measures.
2 code implementations • 16 Jun 2020 • Parul Maheshwari, Réka Albert
Here, we present a network model of human-human interactions that could be mediators of disease spread.
Physics and Society Populations and Evolution