Nancy Guthrie is among the thousands of people who go missing in the U.S. each year. But experts describe her case as "strange," with many unique details, from her age to her celebrity daughter.

Texas police solved the Lone Star State’s oldest missing persons case just over five decades later, and brought a long-awaited sense of closure to the young victim’s older brother. Norman Prater, 16, ...