Genetics of rheumatoid arthritis: 2018 status

Y Okada, S Eyre, A Suzuki, Y Kochi… - Annals of the rheumatic …, 2019 - ard.bmj.com
Study of the genetics of rheumatoid arthritis (RA) began about four decades ago with the
discovery of HLA-DRB1. Since the beginning of this century, a number of non-HLA risk loci …

Challenges in the treatment of rheumatoid arthritis

P Conigliaro, P Triggianese, E De Martino, GL Fonti… - Autoimmunity …, 2019 - Elsevier
Rheumatoid Arthritis (RA) is a chronic inflammatory disease characterized by a
heterogeneous clinical response to the different treatments. Some patients are difficult to …

[HTML][HTML] A community approach to mortality prediction in sepsis via gene expression analysis

TE Sweeney, TM Perumal, R Henao, M Nichols… - Nature …, 2018 - nature.com
Improved risk stratification and prognosis prediction in sepsis is a critical unmet need.
Clinical severity scores and available assays such as blood lactate reflect global illness …

Machine learning to predict anti–tumor necrosis factor drug responses of rheumatoid arthritis patients by integrating clinical and genetic markers

Y Guan, H Zhang, D Quang, Z Wang… - Arthritis & …, 2019 - Wiley Online Library
Objective Accurate prediction of treatment responses in rheumatoid arthritis (RA) patients
can provide valuable information on effective drug selection. Anti–tumor necrosis factor (anti …

[HTML][HTML] Genetics of rheumatoid arthritis susceptibility, severity, and treatment response

S Viatte, A Barton - Seminars in immunopathology, 2017 - Springer
A decade after the first genome-wide association study in rheumatoid arthritis (RA), a
plethora of genetic association studies have been published on RA and its clinical or …

[HTML][HTML] Genetic signature to provide robust risk assessment of psoriatic arthritis development in psoriasis patients

MT Patrick, PE Stuart, K Raja, JE Gudjonsson… - Nature …, 2018 - nature.com
Psoriatic arthritis (PsA) is a complex chronic musculoskeletal condition that occurs in~ 30%
of psoriasis patients. Currently, no systematic strategy is available that utilizes the …

[HTML][HTML] Anti-TNF therapy in spondyloarthritis and related diseases, impact on the immune system and prediction of treatment responses

S Menegatti, E Bianchi, L Rogge - Frontiers in immunology, 2019 - frontiersin.org
Immune-mediated inflammatory diseases (IMIDs), such as spondyloarthritis (SpA), psoriasis,
Crohn's disease (CD), and rheumatoid arthritis (RA) remain challenging illnesses. They …

Identifying demographic, social and clinical predictors of biologic therapy effectiveness in psoriasis: a multicentre longitudinal cohort study

RB Warren, A Marsden, B Tomenson… - British Journal of …, 2019 - academic.oup.com
Background Biologic therapies have revolutionized the treatment of moderate‐to‐severe
psoriasis. However, for reasons largely unknown, many patients do not respond or lose …

[HTML][HTML] Statistical hypothesis testing versus machine learning binary classification: Distinctions and guidelines

JJ Li, X Tong - Patterns, 2020 - cell.com
Making binary decisions is a common data analytical task in scientific research and
industrial applications. In data sciences, there are two related but distinct strategies …

[HTML][HTML] Defining the therapeutic range for adalimumab and predicting response in psoriasis: a multicenter prospective observational cohort study

N Wilkinson, T Tsakok, N Dand, K Bloem… - Journal of Investigative …, 2019 - Elsevier
Biologics have transformed management of inflammatory diseases. To optimize outcomes
and reduce costs, dose adjustment informed by circulating drug levels has been proposed …