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   04.21.06
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Follow the money, is how investigators track crime. But can the money trail also show how disease spreads? This ScienCentral News video explains.

Epidemic Spread

The modern age of travel means we can move around the globe faster than ever. And so can infectious diseases.

But thanks to the website where'sgeorge.com — which traces the travels of money around the country and around the world — University of California, Santa Barbara (UCSB) researcher Lars Hufnagel has developed a model of how diseases, such as a human form of bird flu, might spread locally from person to person, as well as from city to city.

"We've quantified how humans move around within the country, so we can combine it with this local infection dynamics and then generate predictions how an infection will, will spread within the United States," says Hufnagel, a post-doctoral fellow at the Kavli Institute for Theoretical Physics at UCSB.

disease spread
Simulation of a spreading infectious disease from Omaha, NE
image: Lars Hufnagel, UCSB
In this era of global travel, the possible emergence of a new human "supervirus" could result in a worldwide epidemic that could dwarf the 1918 influenza pandemic that took tens of millions of lives.





To understand how epidemics spread epidemiologists need information about both the local infection dynamics — how the disease is transmitted from one person to another, which is a very disease-specific factor — and how people move around in the country.





Hufnagel and his colleagues first started studying the spread of disease in order to try to understand how the SARS epidemic spread in 2000. "The worldwide aviation network is sufficient to explain how SARS spread around the world," he explains. "But it was also clear that if you want to model how epidemics spread on a smaller scale, that you need to incorporate other means of transport, like people driving by car or by bus and train."




Diseases, like money, are transported from place to place by people.

"So we analyzed roughly half a million dollar bills how they move around the United States," he says. The bills' movements were followed for about a week.

global disease spread
The global spread of infectious disease.
image: Lars Hufnagel, UCSB
As reported in the journal Nature, the researchers found they could describe people's movements using simple statistical laws known as scaling laws. They explain the likelihood that a person will a travel a certain distance. "How likely they are to travel ten miles compared to traveling across the country," Hufnagel explains. "Human travel within the United States can be described by very simple mathematical laws and these laws do not depend on if you live in a small or large city. So they're universal within the United States."

He says that his model may not apply to all infectious diseases, but hopes it will help public health officials come up with measures to stop the spread of an epidemic in the United States and around the globe.

The U.S. government is currently gearing up for the arrival of bird flu as concerns grow that it could soon show up on U.S. shores with migrating birds. The proposed response plan for a bird flu outbreak in people assumes a worst-case scenario where as many as 90 million people in the U.S. would become sick.

Hufnagel's research was published in the January 26, 2006 issue of Nature, and was funded by the Max Planck Society (Germany), and the National Science Foundation.


 
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