Background and Purpose: Circulating cytokines are central pathological mediators of inflammatory autoimmune diseases like rheumatoid arthritis. Immunological diversity in patients might contribute to inadequate responses to biological drugs. To address this therapeutic challenge, we developed a mathematical model that simultaneously describes temporal patterns of drug disposition for several biologics and their corresponding targeted cytokines, which were linked to triggering inflammatory responses.Experimental Approach: A modelling framework was applied to rheumatoid arthritisrelevant cytokines regulating C-reactive protein (CRP) as an inflammatory marker.Clinical data were extracted from the literature for anakinra, canakinumab, infliximab, secukinumab and tocilizumab, along with their corresponding cytokines, interleukin-1 receptor antagonist, IL-1β, tumour necrosis factor α (TNFα), IL-17A and IL-6 receptor (IL-6R). Based on prior knowledge of regulatory mechanisms, cytokines were integrated with CRP profiles.