Splittable systems in biomedical applications
Splittable systems have emerged as a powerful approach for the precise spatiotemporal
control of biological processes. This concept relies on splitting a functional molecule into …
control of biological processes. This concept relies on splitting a functional molecule into …
Charting cellular differentiation trajectories with Ricci flow
A Baptista, BD MacArthur, CRS Banerji - Nature Communications, 2024 - nature.com
Complex biological processes, such as cellular differentiation, require intricate rewiring of
intra-cellular signalling networks. Previous characterisations revealed a raised network …
intra-cellular signalling networks. Previous characterisations revealed a raised network …
A unified approach of detecting phase transition in time-varying complex networks
Deciphering the non-trivial interactions and mechanisms driving the evolution of time-
varying complex networks (TVCNs) plays a crucial role in designing optimal control …
varying complex networks (TVCNs) plays a crucial role in designing optimal control …
Augmentations of Forman's Ricci curvature and their applications in community detection
The notion of curvature on graphs has recently gained traction in the networks community,
with the Ollivier–Ricci curvature (ORC) in particular being used for several tasks in network …
with the Ollivier–Ricci curvature (ORC) in particular being used for several tasks in network …
Transcriptomic Insight into the Pollen Tube Growth of Olea europaea L. subsp. europaea Reveals Reprogramming and Pollen-Specific Genes Including New …
A Bullones, AJ Castro, E Lima-Cabello… - Plants, 2023 - mdpi.com
The pollen tube is a key innovation of land plants that is essential for successful fertilisation.
Its development and growth have been profusely studied in model organisms, but in spite of …
Its development and growth have been profusely studied in model organisms, but in spite of …
Combining genetic and transcriptomic approaches to identify transporter-coding genes as likely responsible for a repeatable salt tolerance QTL in Citrus
MJ Asins, A Bullones, V Raga… - International Journal of …, 2023 - mdpi.com
The excessive accumulation of chloride (Cl−) in leaves due to salinity is frequently related to
decreased yield in citrus. Two salt tolerance experiments to detect quantitative trait loci …
decreased yield in citrus. Two salt tolerance experiments to detect quantitative trait loci …
PWN: enhanced random walk on a warped network for disease target prioritization
Background Extracting meaningful information from unbiased high-throughput data has
been a challenge in diverse areas. Specifically, in the early stages of drug discovery, a …
been a challenge in diverse areas. Specifically, in the early stages of drug discovery, a …
Community detection in the human connectome: Method types, differences and their impact on inference
Community structure is a fundamental topological characteristic of optimally organized brain
networks. Currently, there is no clear standard or systematic approach for selecting the most …
networks. Currently, there is no clear standard or systematic approach for selecting the most …
CE-GAN: Community Evolutionary Generative Adversarial Network for Alzheimer's Disease Risk Prediction
XA Bi, Z Yang, Y Huang, K Chen, Z Xing… - … on Medical Imaging, 2024 - ieeexplore.ieee.org
In the studies of neurodegenerative diseases such as Alzheimer's Disease (AD),
researchers often focus on the associations among multi-omics pathogeny based on …
researchers often focus on the associations among multi-omics pathogeny based on …
Analyzing neural network robustness using graph curvature
This paper presents a new look at the neural network (NN) robustness problem, from the
point of view of graph theory analysis, specifically graph curvature. Graph curvature (eg …
point of view of graph theory analysis, specifically graph curvature. Graph curvature (eg …