From her father's first marriage to Cathleen Neilson, she had one elder half-sister, Cathleen Vanderbilt. Upon their father's death from cirrhosis when Vanderbilt was 18 months old, she and her half-sister became heiresses to a half share each in a $5 million trust fund, equivalent to $83 million in 2022 value.