Study Finds Straightforward Way to Model Growth of Vein Networks

A new study by Eleni Katifori, assistant professor of physics and astronomy, and Henrik Ronellenfitsch, a postdoc in her lab, describes how a simple rule guides the development of the vasculature in both animals and plants.

The researchers used mathematical modeling to show that this rule, known as adaptive feedback, can produce the most efficient possible network of veins for any organism.

Their findings were published in Physical Review Letters.

The idea of adaptive feedback has been known in biophysics for some time. It refers to when plants and animals use the rate of liquid flow through their veins to decide to increase the size of the pathways and where to get rid of them.

“It’s a very simple rule,” Katifori says. “You use the vessel or you lose it.”

A model using the rule of adaptive feedback alone, however, wasn’t able to predict the kind of efficient vascular systems that appear in real-life organisms. There was a discrepancy in the field between development models predicted by adaptive feedback and the systems predicted to be most efficient.

Ronellenfitsch theorized that using adaptive feedback alone was not enough to predict how veins develop, and he set out to find what other variables he needed to explain it. It only took one other factor to set the model straight: growth. Ronellenfitsch found that, when he factored in the growth of an organism over time, the model fit real-world vein networks.

“Once I had the derivation, the rest was almost straightforward,” Ronellenfitsch says. “It came as a surprise that it works as well as it does.”

Click here to read the full story.

Arts & Sciences News

Fourteen from Penn Arts & Sciences Receive Fulbrights for 2025-26 Academic Year

They will conduct research, pursue graduate degrees, or teach English in places including Thailand, Austria, Indonesia, Moldova, and many other places.

View Article >
Gwendolyn DuBois Shaw Named James and Nan Wagner Farquhar Professor of History of Art

Shaw’s main areas of research include portraiture and issues of representation in the art of the United States, Latin America, and the Caribbean, from the 1500s to the present day.

View Article >
Hanming Fang Named Inaugural Norman C. Grosman Professor of Economics

An applied microeconomist who integrates rigorous modeling with data analysis, Fang’s research within the field of public economics focuses on health insurance and healthcare markets.

View Article >
Xi Song Named Inaugural Schiffman Family Presidential Associate Professor of Sociology

Song’s research interests include social mobility, occupations, Asian Americans, population studies, and quantitative methodology.

View Article >
Julie Nelson Davis Named Paul F. Miller, Jr. and E. Warren Shafer Miller Professor of History of Art

Davis specializes in the arts and material cultures of 18th- and 19th-century Japan, with a focus on prints, paintings, and illustrated books.

View Article >
Justin Khoury Named Edmund J. and Louise W. Kahn Term Professor of Physics and Astronomy

Khoury’s research interests lie at the intersection of particle physics and cosmology.

View Article >