Identifying Transient Cells During Reprogramming via Persistent Homology. [PDF]
Petenkaya A +3 more
europepmc +1 more source
AI‐Physics‐Experiment Trinity for Integrated Protein Dynamics Modeling
This review unites experiments, physics‐based simulations, and AI as a synergistic triad for protein dynamics modeling. It highlights integrative strategies, resolves sampling and forcefield bottlenecks, and outlines challenges and future directions for accurate, interpretable conformational ensemble prediction.
Chen Shi +4 more
wiley +1 more source
Colony Binary Classification Based on Persistent Homology Feature Extraction and Improved EfficientNet. [PDF]
Wang Z +6 more
europepmc +1 more source
The Spatiotemporal Genetic Architecture of Seed Vigor in Upland Cotton
Leveraging the semi‐automated SeedRanger platform, we profiled the germination kinetics of 356 cotton accessions at a 30‐min interval. This high‐throughput phenomic approach delineated a temporal genetic network comprising 541 stage‐specific loci. Crucially, functional validation identified FLA2 as a pivotal, auxin‐modulated regulator that orchestrates
Luyao Wang +32 more
wiley +1 more source
Identifying key genes in cancer networks using persistent homology. [PDF]
Ramos RH +3 more
europepmc +1 more source
A Spatiotemporal Brain Network Analysis of Alzheimer's Disease Based on Persistent Homology. [PDF]
Xing J, Jia J, Wu X, Kuang L.
europepmc +1 more source
TDP‐43 Aggregation: The Healthy‐Toxic Balance of the Prion‐Like Domain
TDP‐43 function relies on a delicate balance between reversible phase‐separated states and irreversible aggregation. Under physiological conditions, TDP‐43 forms dynamic droplets and oligomers that support normal cellular functions. In pathological contexts, this balance shifts toward aberrant aggregation, leading to toxic species.
Luca Zangrando +2 more
wiley +1 more source
Method for persistent topological features extraction of schizophrenia patients' electroencephalography signal based on persistent homology. [PDF]
Guo G +11 more
europepmc +1 more source
An optimized single‐cell transcriptomic framework profiles over 60 000 cells to map the ovine rumen microbiome, partitioning the ecosystem into seven cross‐species functional clusters. In heat‐resistant hosts, a lineage‐specific metabolic shift in Anaerovibrio lipolyticus toward a highly glycolytic phenotype contributes to a “nutritional sparing ...
Sanbao Zhang +8 more
wiley +1 more source
Filipino sign language alphabet recognition using Persistent Homology Classification algorithm. [PDF]
Jetomo CB, De Lara MLD.
europepmc +1 more source

