On April 24, 2018, authorities charged 72-year-old DeAngelo with eight counts of first-degree murder, based upon DNA evidence; investigators had identified members of DeAngelo's family through forensic genetic genealogy.
Lets say there's some rare genetic disorder, only a few hundreds of a percent of the population has it. If someone knows that your mother or father has it, you now don't have a few hundreds of a percent chance of having it. Depending on the disorder you having it might just be a cointoss.
https://en.wikipedia.org/wiki/Joseph_James_DeAngelo
On April 24, 2018, authorities charged 72-year-old DeAngelo with eight counts of first-degree murder, based upon DNA evidence; investigators had identified members of DeAngelo's family through forensic genetic genealogy.