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 …

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 …

[HTML][HTML] Sex differences in gene expression and regulatory networks across 29 human tissues

CM Lopes-Ramos, CY Chen, ML Kuijjer, JN Paulson… - Cell reports, 2020 - cell.com
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 …

[HTML][HTML] Network medicine in the age of biomedical big data

AR Sonawane, ST Weiss, K Glass, A Sharma - Frontiers in Genetics, 2019 - frontiersin.org
Network medicine is an emerging area of research dealing with molecular and genetic
interactions, network biomarkers of disease, and therapeutic target discovery. Large-scale …

Gene regulatory network analysis identifies sex-linked differences in colon cancer drug metabolism

CM Lopes-Ramos, ML Kuijjer, S Ogino, CS Fuchs… - Cancer research, 2018 - AACR
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 …

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 …

[HTML][HTML] Atlas of primary cell-type-specific sequence models of gene expression and variant effects

K Sokolova, CL Theesfeld, AK Wong, Z Zhang… - Cell Reports …, 2023 - cell.com
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 …

[HTML][HTML] A feature selection-based framework to identify biomarkers for cancer diagnosis: A focus on lung adenocarcinoma

O Abdelwahab, N Awad, M Elserafy, E Badr - Plos one, 2022 - journals.plos.org
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 …

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) …

[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 …