During his research, he found a researcher in New Zealand who had worked with a "vector virus" similar to Batten that cured one of six sheep in a study.
"He was looking for greater efficacy so he can ultimately move into human trials," Gray said.
"I asked, 'What can we do to give my daughters a shot' and he said he was two to three years away at best and what I needed to do is prepare my house for wheelchairs and blindness."
Gray asked if money might help the situation and the researcher told him that while he believed he had a cure, there was no funding for it. He said Gray would have to personally fund the research himself.
In order to fundraise for further research, the Grays have formed the Charlotte and Gwenyth Gray Foundation with the backing of some major Hollywood stars, including Dwayne 'The Rock' Johnson, Rihanna, Megan Fox and Mark Wahlberg.
The stars supporting the fundraising effort have posted a short video on their Facebook, Twitter and Instagram sites, along with a plea for followers to donate $1.
The Grays are hoping to raise US$10 million ($13.9m) through the foundation.