Search for long lost family lines DNA is a powerful way to connect family members. When the paper trail ends, DNA can provide strong leads for finding missing relatives and filling in gaps in your family tree. The DNA Reunion Database allows individuals who have tested their DNA markers to search for matches in an attempt to find close and distant family members. Paternal line searches: Search for relatives along your direct paternal line. Maternal line searches: Search for relatives along your direct maternal line.