Molecular networks in Network Medicine: Development and applications
EK Silverman, HHHW Schmidt… - … Systems Biology and …, 2020 - Wiley Online Library
Network Medicine applies network science approaches to investigate disease
pathogenesis. Many different analytical methods have been used to infer relevant molecular …
pathogenesis. Many different analytical methods have been used to infer relevant molecular …
Three-dimensional spheroid culture of human mesenchymal stem cells: offering therapeutic advantages and in vitro glimpses of the in vivo state
BL Yen, CC Hsieh, PJ Hsu, CC Chang… - Stem cells …, 2023 - academic.oup.com
As invaluable as the standard 2-dimensional (2D) monolayer in vitro cell culture system has
been, there is increasing evidence that 3-dimensional (3D) non-adherent conditions are …
been, there is increasing evidence that 3-dimensional (3D) non-adherent conditions are …
[HTML][HTML] Sex differences in gene expression and regulatory networks across 29 human tissues
Sex differences manifest in many diseases and may drive sex-specific therapeutic
responses. To understand the molecular basis of sex differences, we evaluated sex-biased …
responses. To understand the molecular basis of sex differences, we evaluated sex-biased …
[HTML][HTML] Network medicine in the age of biomedical big data
Network medicine is an emerging area of research dealing with molecular and genetic
interactions, network biomarkers of disease, and therapeutic target discovery. Large-scale …
interactions, network biomarkers of disease, and therapeutic target discovery. Large-scale …
Gene regulatory network analysis identifies sex-linked differences in colon cancer drug metabolism
Understanding sex differences in colon cancer is essential to advance disease prevention,
diagnosis, and treatment. Males have a higher risk of developing colon cancer and a lower …
diagnosis, and treatment. Males have a higher risk of developing colon cancer and a lower …
GRAND: a database of gene regulatory network models across human conditions
M Ben Guebila, CM Lopes-Ramos… - Nucleic Acids …, 2022 - academic.oup.com
Gene regulation plays a fundamental role in shaping tissue identity, function, and response
to perturbation. Regulatory processes are controlled by complex networks of interacting …
to perturbation. Regulatory processes are controlled by complex networks of interacting …
[HTML][HTML] Atlas of primary cell-type-specific sequence models of gene expression and variant effects
Human biology is rooted in highly specialized cell types programmed by a common
genome, 98% of which is outside of genes. Genetic variation in the enormous noncoding …
genome, 98% of which is outside of genes. Genetic variation in the enormous noncoding …
[HTML][HTML] A feature selection-based framework to identify biomarkers for cancer diagnosis: A focus on lung adenocarcinoma
Lung cancer (LC) represents most of the cancer incidences in the world. There are many
types of LC, but Lung Adenocarcinoma (LUAD) is the most common type. Although RNA-seq …
types of LC, but Lung Adenocarcinoma (LUAD) is the most common type. Although RNA-seq …
A KMT2A-AFF1 gene regulatory network highlights the role of core transcription factors and reveals the regulatory logic of key downstream target genes
JR Harman, R Thorne, M Jamilly, M Tapia… - Genome …, 2021 - genome.cshlp.org
Regulatory interactions mediated by transcription factors (TFs) make up complex networks
that control cellular behavior. Fully understanding these gene regulatory networks (GRNs) …
that control cellular behavior. Fully understanding these gene regulatory networks (GRNs) …
[HTML][HTML] Constructing gene regulatory networks using epigenetic data
AR Sonawane, DL DeMeo, J Quackenbush… - npj Systems Biology and …, 2021 - nature.com
The biological processes that drive cellular function can be represented by a complex
network of interactions between regulators (transcription factors) and their targets (genes). A …
network of interactions between regulators (transcription factors) and their targets (genes). A …