Researchers in rheumatology should avoid categorization of continuous predictor variables

Z Salis, B Gallego, A Sainsbury - BMC Medical Research Methodology, 2023 - Springer
Background Rheumatology researchers often categorize continuous predictor variables. We
aimed to show how this practice may alter results from observational studies in …

Musculoskeletal disease research: should we analyze the joint or the person?

Y Zhang, RJ Glynn, DT Felson - The Journal of rheumatology, 1996 - europepmc.org
Objective To illustrate newly developed statistical methods in analysis of correlated binary
outcome data in musculoskeletal (MSK) disease. Methods We applied 3 alternative …

Validity of clinical associations of biomarkers in translational research studies: the case of systemic autoimmune diseases

MG Tektonidou, MM Ward - Arthritis research & therapy, 2010 - Springer
Introduction Validity of biomarkers may be affected if studies do not include certain features
in their design. We evaluated whether translational research studies of potential biomarkers …

Causal factors for knee, hip, and hand osteoarthritis: a Mendelian randomization study in the UK Biobank

T Funck‐Brentano, M Nethander… - Arthritis & …, 2019 - Wiley Online Library
Objective There is no curative treatment for osteoarthritis (OA), which is the most common
form of arthritis. This study was undertaken to identify causal risk factors of knee, hip, and …

Association between change in body mass index and knee and hip replacements: a survival analysis of seven to ten years using multicohort data

Z Salis, A Sainsbury - Arthritis Care & Research, 2023 - Wiley Online Library
Objective To define the association between change in body mass index (BMI) and the risk
of knee and hip replacement. Methods We used data from 3 independent cohort studies: the …

Multivariable modeling of biomarker data from the phase I foundation for the national institutes of health osteoarthritis biomarkers consortium

DJ Hunter, LA Deveza, JE Collins… - Arthritis care & …, 2022 - Wiley Online Library
Objective To determine the optimal combination of imaging and biochemical biomarkers for
use in the prediction of knee osteoarthritis (OA) progression. Methods The present study was …

Avoiding blunders when analyzing correlated data, clustered data, or repeated measures

YHH Chang, MR Buras, JM Davis… - The Journal of …, 2023 - jrheum.org
Rheumatology research often involves correlated and clustered data. A common error when
analyzing these data occurs when instead we treat these data as independent observations …

The relative contribution of mechanical stress and systemic processes in different types of osteoarthritis: the NEO study

AW Visser, R De Mutsert, S Le Cessie… - Annals of the …, 2015 - ard.bmj.com
Objective To study the relative contribution of surrogates for mechanical stress and systemic
processes with osteoarthritis (OA) in weight-bearing and non-weight-bearing joints. Methods …

Selection bias in rheumatic disease research

HK Choi, US Nguyen, J Niu, G Danaei… - Nature reviews …, 2014 - nature.com
The identification of modifiable risk factors for the development of rheumatic conditions and
their sequelae is crucial for reducing the substantial worldwide burden of these diseases …

Body mass index and the risk of rheumatic disease: linear and nonlinear mendelian randomization analyses

T Karlsson, F Hadizadeh… - Arthritis & …, 2023 - Wiley Online Library
Objective Although the association between obesity and risk of rheumatic disease is well
established, the precise causal relation has not been conclusively proven. Here, we …