Interferon target-gene expression and epigenomic signatures in health and disease
Multiple type I interferons and interferon-γ (IFN-γ) are expressed under physiological
conditions and are increased by stress and infections, and in autoinflammatory and …
conditions and are increased by stress and infections, and in autoinflammatory and …
Digital health technologies: opportunities and challenges in rheumatology
DH Solomon, RS Rudin - Nature Reviews Rheumatology, 2020 - nature.com
The past decade in rheumatology has seen tremendous innovation in digital health
technologies, including the electronic health record, virtual visits, mobile health, wearable …
technologies, including the electronic health record, virtual visits, mobile health, wearable …
Defining inflammatory cell states in rheumatoid arthritis joint synovial tissues by integrating single-cell transcriptomics and mass cytometry
To define the cell populations that drive joint inflammation in rheumatoid arthritis (RA), we
applied single-cell RNA sequencing (scRNA-seq), mass cytometry, bulk RNA sequencing …
applied single-cell RNA sequencing (scRNA-seq), mass cytometry, bulk RNA sequencing …
Molecular portraits of early rheumatoid arthritis identify clinical and treatment response phenotypes
There is a current imperative to unravel the hierarchy of molecular pathways that drive the
transition of early to established disease in rheumatoid arthritis (RA). Herein, we report a …
transition of early to established disease in rheumatoid arthritis (RA). Herein, we report a …
Machine learning techniques for personalised medicine approaches in immune-mediated chronic inflammatory diseases: applications and challenges
In the past decade, the emergence of machine learning (ML) applications has led to
significant advances towards implementation of personalised medicine approaches for …
significant advances towards implementation of personalised medicine approaches for …
Synovial cellular and molecular signatures stratify clinical response to csDMARD therapy and predict radiographic progression in early rheumatoid arthritis patients
F Humby, M Lewis, N Ramamoorthi… - Annals of the …, 2019 - ard.bmj.com
Objectives To unravel the hierarchy of cellular/molecular pathways in the disease tissue of
early, treatment-naïve rheumatoid arthritis (RA) patients and determine their relationship …
early, treatment-naïve rheumatoid arthritis (RA) patients and determine their relationship …
A systematic review of the applications of artificial intelligence and machine learning in autoimmune diseases
IS Stafford, M Kellermann, E Mossotto, RM Beattie… - NPJ digital …, 2020 - nature.com
Autoimmune diseases are chronic, multifactorial conditions. Through machine learning (ML),
a branch of the wider field of artificial intelligence, it is possible to extract patterns within …
a branch of the wider field of artificial intelligence, it is possible to extract patterns within …
The transcription factor RFX5 coordinates antigen-presenting function and resistance to nutrient stress in synovial macrophages
Tissue macrophages (Mϕ) are essential effector cells in rheumatoid arthritis (RA),
contributing to autoimmune tissue inflammation through diverse effector functions. Their …
contributing to autoimmune tissue inflammation through diverse effector functions. Their …
Novel insights into macrophage diversity in rheumatoid arthritis synovium
MA Boutet, G Courties, A Nerviani, B Le Goff… - Autoimmunity …, 2021 - Elsevier
Rheumatoid arthritis (RA) is a chronic inflammatory autoimmune disease affecting joints and
causing progressive damage and disability. Macrophages are of critical importance in the …
causing progressive damage and disability. Macrophages are of critical importance in the …
The promise of precision medicine in rheumatology
JM Guthridge, CA Wagner, JA James - Nature medicine, 2022 - nature.com
Systemic autoimmune rheumatic diseases (SARDs) exhibit extensive heterogeneity in
clinical presentation, disease course, and treatment response. Therefore, precision …
clinical presentation, disease course, and treatment response. Therefore, precision …