The Ratchet Model of Synovial Flares in Palindromic Rheumatism
Chakraborty, S.; Phatak, S.; Rath, S.; Goel, P.
Show abstract
Synovial flares in palindromic rheumatism (PR) are aperiodic bursts of inflammation in the joints, which usually self-resolve in a timescale hours or days. PR patients are believed to transit to a chronic auto-immune disease called rheumatoid arthritis (RA) in most cases, however, many patients remain palindromic indefinitely. We utilize and adapt a minimal ODE model of rheumatoid arthritis (RA) developed by Baker et al. to study PR in greater detail. We address questions characterizing the incidence, decay and sustenance of synovial flares in palindromic patients. A key question is to describe the nature of the transition from palindromic to full RA. We show that PR flares ordinarily resolve spontaneously, however, there is a secondary equilibrium in the model into which the trajectory can sometimes get trapped. When this "meta-stable locking" occurs, it initiates an adaptation that helps rescue the flare. Furthermore, this adaptation in turn activates a secondary adaptation in response to fluctuations in the healthy steady state. Finally, we show that if metastable locking occurs frequently enough these adaptation sequences turn maladaptive and the system slowly progresses into fully developed RA.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.