Restoring synovial homeostasis in rheumatoid arthritis by targeting fibroblast-like synoviocytes

G Nygaard, GS Firestein - Nature Reviews Rheumatology, 2020 - nature.com
Rheumatoid arthritis (RA) is a chronic immune-mediated disease that primarily affects the
synovium of diarthrodial joints. During the course of RA, the synovium transforms into a …

[HTML][HTML] Integrative multi-omics and systems bioinformatics in translational neuroscience: A data mining perspective

LM O'Connor, BA O'Connor, SB Lim, J Zeng… - Journal of …, 2023 - Elsevier
Bioinformatic analysis of large and complex omics datasets has become increasingly useful
in modern day biology by providing a great depth of information, with its application to …

Systems bioinformatics: increasing precision of computational diagnostics and therapeutics through network-based approaches

A Oulas, G Minadakis, M Zachariou… - Briefings in …, 2019 - academic.oup.com
Abstract Systems Bioinformatics is a relatively new approach, which lies in the intersection of
systems biology and classical bioinformatics. It focuses on integrating information across …

Scoring personalized molecular portraits identify systemic lupus erythematosus subtypes and predict individualized drug responses, symptomatology and disease …

D Toro-Domínguez, J Martorell-Marugán… - Briefings in …, 2022 - academic.oup.com
Abstract Objectives Systemic Lupus Erythematosus is a complex autoimmune disease that
leads to significant worsening of quality of life and mortality. Flares appear unpredictably …

Machine learning reveals distinct gene signature profiles in lesional and nonlesional regions of inflammatory skin diseases

BA Martínez, S Shrotri, KM Kingsmore, P Bachali… - Science …, 2022 - science.org
Analysis of gene expression from cutaneous lupus erythematosus, psoriasis, atopic
dermatitis, and systemic sclerosis using gene set variation analysis (GSVA) revealed that …

AutoCore: A network-based definition of the core module of human autoimmunity and autoinflammation

J Guthrie, S Köstel Bal, SD Lombardo, F Müller… - Science …, 2023 - science.org
Although research on rare autoimmune and autoinflammatory diseases has enabled
definition of nonredundant regulators of homeostasis in human immunity, because of the …

An integrative approach for building personalized gene regulatory networks for precision medicine

MGP Van Der Wijst, DH de Vries, H Brugge… - Genome medicine, 2018 - Springer
Only a small fraction of patients respond to the drug prescribed to treat their disease, which
means that most are at risk of unnecessary exposure to side effects through ineffective …

Transcriptional profiles of adjuvanted hepatitis B vaccines display variable interindividual homogeneity but a shared core signature

L De Mot, V Bechtold, V Bol, A Callegaro… - Science translational …, 2020 - science.org
The current routine use of adjuvants in human vaccines provides a strong incentive to
increase our understanding of how adjuvants differ in their ability to stimulate innate …

Prioritizing network communities

M Zitnik, R Sosič, J Leskovec - Nature communications, 2018 - nature.com
Uncovering modular structure in networks is fundamental for systems in biology, physics,
and engineering. Community detection identifies candidate modules as hypotheses, which …

scDrugPrio: A framework for the analysis of single-cell transcriptomics to address multiple problems in precision medicine in immune-mediated inflammatory diseases

S Schäfer, M Smelik, O Sysoev, Y Zhao, D Eklund… - Genome Medicine, 2024 - Springer
Background Ineffective drug treatment is a major problem for many patients with immune-
mediated inflammatory diseases (IMIDs). Important reasons are the lack of systematic …