The immunology of rheumatoid arthritis

CM Weyand, JJ Goronzy - Nature immunology, 2021 - nature.com
The immunopathogenesis of rheumatoid arthritis (RA) spans decades, beginning with the
production of autoantibodies against post-translationally modified proteins (checkpoint 1) …

Artificial intelligence in clinical multiparameter flow cytometry and mass cytometry–key tools and progress

F Fuda, M Chen, W Chen, A Cox - Seminars in Diagnostic Pathology, 2023 - Elsevier
There are many research studies and emerging tools using artificial intelligence (AI) and
machine learning to augment flow and mass cytometry workflows. Emerging AI tools can …

A comparison framework and guideline of clustering methods for mass cytometry data

X Liu, W Song, BY Wong, T Zhang, S Yu, GN Lin… - Genome biology, 2019 - Springer
Background With the expanding applications of mass cytometry in medical research, a wide
variety of clustering methods, both semi-supervised and unsupervised, have been …

Progress and applications of mass cytometry in sketching immune landscapes

T Zhang, AR Warden, Y Li… - Clinical and Translational …, 2020 - Wiley Online Library
Recently emerged mass cytometry (cytometry by time‐of‐flight [CyTOF]) technology permits
the identification and quantification of inherently diverse cellular systems, and the …

Single-cell RNA sequencing in orthopedic research

T Wang, L Wang, L Zhang, Y Long, Y Zhang, Z Hou - Bone Research, 2023 - nature.com
Although previous RNA sequencing methods have been widely used in orthopedic research
and have provided ideas for therapeutic strategies, the specific mechanisms of some …

Characterisation, identification, clustering, and classification of disease

AJ Webster, K Gaitskell, I Turnbull, BJ Cairns… - Scientific Reports, 2021 - nature.com
The importance of quantifying the distribution and determinants of multimorbidity has
prompted novel data-driven classifications of disease. Applications have included improved …

TAGAP activates Th17 cell differentiation by promoting RhoA and NLRP3 to accelerate rheumatoid arthritis development

HG Sun, Q Jiang, WJ Fan, XY Shen… - Clinical and …, 2023 - academic.oup.com
Rheumatoid arthritis (RA) is a chronic autoimmune disorder that can give rise to joint
swelling and inflammation, potentially affecting the entire body, closely linked to the state of …

Endothelial dysfunction and extra-articular neurological manifestations in rheumatoid arthritis

J Maiuolo, C Muscoli, M Gliozzi, V Musolino, C Carresi… - Biomolecules, 2021 - mdpi.com
Rheumatoid arthritis (RA) is a chronic, systemic, inflammatory autoimmune disease that
affects about 1% of the global population, with a female–male ratio of 3: 1. RA preferably …

Comparative single-cell multiplex immunophenotyping of therapy-naive patients with rheumatoid arthritis, systemic sclerosis, and systemic lupus erythematosus shed …

JÁ Balog, Á Zvara, V Bukovinszki, LG Puskás… - Frontiers in …, 2024 - frontiersin.org
Introduction Systemic autoimmune diseases (SADs) are a significant burden on the
healthcare system. Understanding the complexity of the peripheral immunophenotype in …

Noninvasive low-frequency pulsed focused ultrasound therapy for rheumatoid arthritis in mice

X Hu, F Li, J Zeng, Z Zhou, Z Wang, J Chen, D Cao… - Research, 2022 - spj.science.org
Rheumatoid arthritis (RA) is a common autoimmune disease characterized by chronic and
progressive inflammation of the synovium. Focused ultrasound therapy is an increasingly …