A 2007 analysis of the DNA recovered from human remains in archeological sites of prehistoric peoples along the Yangtze River shows high frequencies of Haplogroup O1 (Y-DNA) in the Liangzhu culture, linking them to Austronesian and Tai-Kadai peoples.