TY - JOUR
T1 - Agency in physiological dynamics
AU - Rogers, James
AU - Gallaher, Edward J.
AU - Dingli, David
N1 - Funding Information:
We express our sincere thanks to the Awards Committee of the System Dynamics Society for the 2021 Jay Wright Forrester Award and to the many people whose generosity and support over the years have helped in creating the major breakthrough described in “Personalized ESA doses for anemia management in hemodialysis patients with end-stage renal disease” (System Dynamics Review 2018, 34(1-2): 121–153). Rogers and Gallaher would like to share that this project was the most meaningful of their respective careers spanning decades. The joy and fulfillment of helping so many people with the simple structures we developed is difficult to describe, but the indelible words of one Mayo dialysis patient said it all. This patient had struggled with debilitating and unpredictable anemia for years, delaying her recovery after each dialysis session. After several months on the new protocol, a nurse casually asked about her plans after the day's treatment session… “Oh, my daughter is taking me out shopping this afternoon!” We express our thanks to the dedicated people ay Mayo Clinic — Dr. Dingli, Dr. David Steensma, and Dr. Jim McCarthy for their insights and support. Special thanks goes to physician assistant Craig Hocum who drove the implementation of SD-based anemia-management protocols across 13 dialysis care facilities. We thank administrator Steven Gudgell for securing the resources to support this project from inception to implementation. Finally, we thank our coaches, teachers, and encouragers of the SD community: Warren Farr, Mark Paich, Cory Peck, Steve Peterson, Barry Richmond, Wayne Wakeland, John Sterman, and dozens of others who engaged us with helpful thoughts, questions, and observations along the way. We are truly grateful to one and all.
Publisher Copyright:
© 2022 System Dynamics Society.
PY - 2022/4/1
Y1 - 2022/4/1
N2 - With a view to finding new applications of biomedical system dynamics, this article expands upon on our talk at the 2021 International System Dynamics Conference on the occasion of receiving the J. W. Forrester Award for the article, “Personalized ESA doses for anemia management in hemodialysis patients with end-stage renal disease” (System Dynamics Review 2018, 34(1–2): 121–153). We summarize the evolution of a project which took place in a clinical setting between 2008 and 2015 that led to the award-winning article. We present concepts from receptor theory that informed the first system dynamics application of biophysical system dynamics to the successful diagnosis, prescription, administration, and improvement of individualized patient care. We expand upon these ideas to present a generalized structure, DART (Dynamic Approach to Receptor Theory). It can be used to simulate the physiological effects of any agent, be it an exogenous pharmacological agent, an endogenous enzyme or hormone, or a toxin of some sort. We suggest including within the pharmacological technical literature easily acquired but frequently omitted critical parameter values and rate constants. These would enable researchers to perform transient analyses of biophysical phenomena in addition to static equilibrium analyses typically performed. With the availability of this data, we suggest that the fundamental tools of system dynamics might be used to reconceptualize the 100-year-old field of “occupation theory” (today, receptor theory) to deliver high-resolution insights into physiological dynamics and the preventive, prescriptive, and palliative interventions they might require. It is our hope that these ideas could pave the way forward to novel, groundbreaking applications in biomedical system dynamics.
AB - With a view to finding new applications of biomedical system dynamics, this article expands upon on our talk at the 2021 International System Dynamics Conference on the occasion of receiving the J. W. Forrester Award for the article, “Personalized ESA doses for anemia management in hemodialysis patients with end-stage renal disease” (System Dynamics Review 2018, 34(1–2): 121–153). We summarize the evolution of a project which took place in a clinical setting between 2008 and 2015 that led to the award-winning article. We present concepts from receptor theory that informed the first system dynamics application of biophysical system dynamics to the successful diagnosis, prescription, administration, and improvement of individualized patient care. We expand upon these ideas to present a generalized structure, DART (Dynamic Approach to Receptor Theory). It can be used to simulate the physiological effects of any agent, be it an exogenous pharmacological agent, an endogenous enzyme or hormone, or a toxin of some sort. We suggest including within the pharmacological technical literature easily acquired but frequently omitted critical parameter values and rate constants. These would enable researchers to perform transient analyses of biophysical phenomena in addition to static equilibrium analyses typically performed. With the availability of this data, we suggest that the fundamental tools of system dynamics might be used to reconceptualize the 100-year-old field of “occupation theory” (today, receptor theory) to deliver high-resolution insights into physiological dynamics and the preventive, prescriptive, and palliative interventions they might require. It is our hope that these ideas could pave the way forward to novel, groundbreaking applications in biomedical system dynamics.
UR - http://www.scopus.com/inward/record.url?scp=85132414807&partnerID=8YFLogxK
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U2 - 10.1002/sdr.1713
DO - 10.1002/sdr.1713
M3 - Article
AN - SCOPUS:85132414807
SN - 0883-7066
VL - 38
SP - 169
EP - 189
JO - System Dynamics Review
JF - System Dynamics Review
IS - 2
ER -