Researchers pinpoint geographic origins of individuals using DNA
By Phil Hampton September 02, 2008 Category: Research
One day soon, you may be able to pinpoint the geographic origins of your ancestors based on analysis of your DNA.
In a study led by John Novembre, UCLA assistant professor of ecology and evolutionary biology, an international team of researchers used DNA to predict the geographic origins of individuals from a sample of Europeans, often within a few hundred kilometers of where they were born. Their findings were published Aug. 31 in the online edition of the journal Nature.
"What we found is that within Europe, individuals with all four grandparents from a given region are slightly more similar genetically to one another, on average, than to individuals from more distant regions," said Carlos Bustamante, associate professor of biological statistics and computational biology at Cornell University and co-lead on the study.
The research team also included researchers from GlaxoSmithKline, the University of Chicago and the University of Lausanne, in Switzerland.
"When these minute differences are compounded across the whole of their genome, we have surprisingly high power to predict where in Europe they came from," Bustamante said.
This is one of the first studies to examine genome-wide patterns of genetic variation across a large sample of Europeans and to use these data to predict ancestry. The methodology has wide-ranging implications for using DNA samples from unrelated individuals to identify genes underlying complex diseases, as well as for forensics, personalized genomics and the study of recent human history.
Using data from a sample of nearly 3,200 Europeans supplied by GlaxoSmithKline, the research team analyzed more than 500,000 genetic points known as single nucleotide polymorphisms, or SNPs — minute sequence variations in DNA. The researchers focused their analysis on individuals for whom all the grandparents were believed to come from the same country. The team simplified and plotted the data, revealing that individuals with similar genetic structures clustered together on the plot in such a way that the major geographic features of Europe became distinguishable.
"What is really surprising is that when we summarize the data from 500,000 SNPs in just two dimensions, we see this striking map of Europe," Novembre said. "We can recognize the Iberian Peninsula, the Italian peninsula, southeastern Europe, Turkey and Cyprus."
The resolution of the genetic map was so precise that the investigators were able to find genetic differences among French, German and Italian-speaking Swiss individuals, with French speakers being more similar to the French, German speakers to Germans and Italian speakers to Italians.
Based on these observations, Novembre and colleagues from the University of Chicago developed a novel algorithm for classifying individuals geographically based on their patterns of DNA variation. For well-sampled countries, this approach placed 50 percent of individuals within 310 kilometers of their reported origin, and 90 percent within 700 km of their origin. Across all populations, 50 percent of individuals were placed within 540 km of their reported origin and 90 percent of individuals within 840 km. The findings excluded individuals with grandparents from different countries, since these were assigned locations between their grandparents' origins.
Some next steps will be to infer origins for people with recent ancestry from multiple locations and to perform similar analyses for populations on other continents.
The study was funded by the Giorgi-Cavaglieri Foundation, the Swiss National Science Foundation, the National Science Foundation and the National Institutes of Health in the U.S., and GlaxoSmithKline.
UCLA is California's largest university, with an enrollment of nearly 37,000 undergraduate and graduate students. The UCLA College of Letters and Science and the university's 11 professional schools feature renowned faculty and offer more than 300 degree programs and majors. UCLA is a national and international leader in the breadth and quality of its academic, research, health care, cultural, continuing education and athletic programs. Four alumni and five faculty have been awarded the Nobel Prize.