Using supramolecular monomers, various hydrogel culture systems were formulated to culture protoplasts; including 2D, 2.5D, and 3D hydrogels. Depending on the culture platform, bioactive functionalization led to protoplast enlargement (2D and 2.5D) or plasmolysis (3D). This work shows the potential to modularly engineer synthetic platforms for cellular
Maritza M. Rovers +3 more
wiley +1 more source
GCNMF-SDA: predicting snoRNA-disease associations based on graph convolution and non-negative matrix factorization. [PDF]
Zhang Y, Jin X, Zhang X.
europepmc +1 more source
Inferring cellular and molecular processes in single-cell data with non-negative matrix factorization using Python, R and GenePattern Notebook implementations of CoGAPS. [PDF]
Johnson JAI +17 more
europepmc +1 more source
LIN28B Promotes Cancer Cell Dissemination and Angiogenesis
Children diagnosed with high‐risk neuroblastoma have a 5‐year event‐free survival rate of less than 50% and poor outcomes after recurrence. Deregulation of the LIN28B oncogene can be addressed in these patients. Upregulation of LIN28B is shown to support the metastatic cascade.
Diana Corallo +8 more
wiley +1 more source
A Novel Drug-Disease Association Prediction Method Based on Deep Non-Negative Matrix Factorization with Local Graph Feature. [PDF]
Yang M, Yang B, Chen J, Tang X, Duan G.
europepmc +1 more source
Parsing altered gray matter morphology of depression using a framework integrating the normative model and non-negative matrix factorization. [PDF]
Han S +13 more
europepmc +1 more source
Non Negative (Kernel) Max-Margin Matrix Factorization [PDF]
Kumar B G, Vijay, Patras, Ioannis
core
In vitro cancer models are advantageous for studying important processes such as tumorigenesis, cancer growth, invasion, and metastasis. The complexity and biological relevance increase depending on the model structure, organization, and composition of materials and cells.
Kyndra S. Higgins +2 more
wiley +1 more source
MJNMF-GAT: Multi-Task Joint Non-Negative Matrix Factorization Graph Attention Network for Understanding Adolescent Neurodevelopment. [PDF]
Patel B +4 more
europepmc +1 more source
Graph regularized non-negative matrix factorization with prior knowledge consistency constraint for drug-target interactions prediction. [PDF]
Zhang J, Xie M.
europepmc +1 more source

