Immune checkpoint inhibitors (ICI) were first approved in the US in 2011, and ICI-induced inflammatory arthritis (ICI-IA) was first described in the literature in isolated case reports and then in the investigator's case series in 2015-2016. ICI-IA has been recognized as a disease entity for only 10 years, thus there are fundamental features of the disease which are yet to be defined. These include understanding the clinical heterogeneity of ICI-IA, factors influencing treatment selection and response to treatment, and prognostic biomarkers for ICI-IA persistence, all of which will be addressed in the proposed studies. The RADIOS consortium, a multicenter consortium already approved as a research resource at Johns Hopkins, will provide all clinical data for this study. Investigators at outside sites that are part of the RADIOS consortium are collaborating to add their expertise in statistical analysis and to have an adequate number of samples for the biomarker work.