From lab dish to deep freeze, into your body
Learn how CSE researchers are "Optimizing the transplant system."
Optimizing the transplant
By Emily Rice
Since her Ph.D. in applied math and subsequent postdoctoral work, Saumya Sinha, an assistant professor of industrial and systems engineering (ISyE) at the University of Minnesota, has been driven by meaningful, high-impact research. Sinha’s work on optimizing the organ transplantation system addresses an important problem: How to design organ allocation systems and policies to improve transplant access?
With regulations always evolving, today’s transplant system is designed to prioritize those who need an organ most urgently. Sinha’s work focuses on optimizing this system.
Most recently the idea of fairness has entered into her work.
“If no transplant hospital is nearby when a deceased donor organ becomes available, that organ is wasted,” she said.
“Equally, some areas of the U.S. do not have any transplant hospitals, so a patient in those areas might not have access to a life-saving transplant.”
Studying these scenarios and their outcomes promotes a transplant system that is geographically and socioeconomically equitable.
Although there have been incremental improvements in federal regulations regarding organ transplants, Sinha noted that “even if regulations remain fixed, their appropriateness will change because the medical field is changing.”
She explained that technological advances, organ transportation, and organ preservation are always improving and evolving. Sinha’s work and collaborative efforts with organizations such as M Health, the NSF Engineering Research Center for Advanced Technologies for the Preservation of Biological Systems (ATP-Bio), and the University of Minnesota Institute for Engineering in Medicine are all about informing positive changes in policy that can lead to system-wide benefits.
Sinha came to her research focus serendipitously.
“I was looking for a postdoc with an applied focus,” she recalled.
“I luckily found an opportunity with someone with a long history of research in healthcare and, in particular, organ transplantation.”
This work had her collaborating with physicians trying to understand how federal regulations impacted the behavior of transplant centers, such as hospitals that perform transplants. At the time, there were a set of regulations physicians claimed were stifling innovation and hurting patients instead of helping them.
“Our work aimed to analyze this mathematically,” she said. “Could we find evidence through mathematical modeling and data analytics to support the physicians’ claim?”
Sinha looks forward to continuing to explore the federal regulations of the organ transplant system.
“I am interested in exploring how new regulations are better than what was there before—what are the shortcomings that persist and could modification or other regulations improve upon these aspects?” she remarked. “I’m also excited to explore the technological improvements in transplant biomedicine. Whenever technology evolves, it will affect how the system operates.”
“I am broadly interested in how developments in technology interplay with regulations and allocation strategies in the transplant system as a whole.”
With its long history of operations research and systems level analysis, the world of organ transplant drives research that makes a difference.
“There is a direct practical benefit,” Sinha reflected, “but at the same time, the inherent complexity of the system makes it fertile for methodological innovation. Policymakers recognize the value of the research methods and findings. Even a small improvement is an actual life saved.”