According to In Touch, Fatone said Timberlake told him about Biel's pregnancy "a while ago."
"I kept my mouth shut," he said. "But now I can talk about it."
Fatone's comments come almost two months after Radar Online reported Timberlake and Biel were expecting their first child together.
The couple has yet to address the rumors.