image: Yuxiang Liu, at left, and Yihao Zheng
Credit: Matthew Burgos/WPI
To improve treatment for ischemic strokes caused by blockages in the brain, Worcester Polytechnic Institute (WPI) researcher Yihao Zheng is shining a light on blood clots.
Zheng, an assistant professor in the Department of Mechanical and Materials Engineering, and a team of researchers with expertise across science and engineering are developing a fiber-optic probe that will use light and advanced calculations to determine in real time whether a blood clot in the brain is soft, stiff, sturdy, or weak. The technology will give doctors information to guide decisions about how best to remove the blockages during clot removal procedures.
“Physicians typically treat blockages in the brain by inserting a long, flexible tube into a patient’s leg, guiding it through arteries to the site of a clot, and then using suction or mesh tools to capture and remove the clot,” Zheng said. “Too often, these procedures, known as thrombectomies, fail on the first attempt and may even cause complications if clots shatter and send pieces further into the brain. Our research suggests that better information about clots and how they react to mechanical forces would provide critical insights to doctors and streamline these procedures.”
Zheng’s four-year project is being funded with a $1,199,991 grant from the National Science Foundation. Zheng will serve as principal investigator (PI), and Yuxiang Liu, WPI associate professor of mechanical and materials engineering, will be a co-PI. Researchers at the University of California San Francisco, the University of Georgia, and UMass Chan Medical School will collaborate on the project.
The researchers will develop a slender fiber-optic probe that can be guided through a catheter to a blood clot in a patient’s brain. Their prototype probe measures about 1 millimeter in diameter and is much thinner than current commercial products that deploy similar technology. The probe will emit light and gather data on the clot’s chemical fingerprint, using a method called Raman spectroscopy. Specifically, the probe will gather data on blood components involved in clot formation—fibrin, platelets, and red blood cells.
A type of artificial intelligence (AI) known as a convolutional neural network will read the light signals to model how the clot would respond to mechanical forces such as compression and tension. Those predictions could help physicians determine the best way to capture and remove the clot. To validate their device, the researchers will test it in laboratory experiments and models.
The project builds on Zheng’s research philosophy and experience of leading transdisciplinary effort to address unmet clinical needs and enhance healthcare. Zheng is an inventor on four patents for medical devices that led to formation of three companies, and he teaches graduate courses on the innovation and commercialization of medical devices.
“Stroke is the third-leading cause of death worldwide and a leading cause of disability, and it poses a serious problem as our population ages,” Zheng said. “By bringing together researchers with expertise in engineering, physics, data science, and medicine, we are developing a technology that can address the urgent need for a solution.”
About WPI
WPI, a global leader in project-based learning, is a distinctive, top-tier STEM research university founded in 1865 on the principle that students learn most effectively by applying the theory learned in the classroom to the practice of solving real-world problems. Recognized by the National Academy of Engineering with the 2016 Bernard M. Gordon Prize for Innovation in Engineering and Technology Education, WPI’s pioneering project-based curriculum engages undergraduates in solving important scientific, technological, and societal problems throughout their education and at more than 50 project centers around the world. WPI offers more than 70 bachelor’s, master’s, and doctoral degree programs across 18 academic departments in science, engineering, technology, business, the social sciences, and the humanities and arts. Its faculty and students pursue groundbreaking research to meet ongoing challenges in health and biotechnology; robotics and the internet of things; advanced materials and manufacturing; cyber, data, and security systems; learning science; and more. www.wpi.edu