The incident happened around 12 a.m. on Greens Road near Imperial Valley.
Investigators told ABC13 officers attempted to stop a person who was acting suspicious, but the suspect took off running and then fired at least one shot at the officer.
Police lost the suspect, but an HPD helicopter and K9 units were out looking for the suspect for hours.
Anyone with information about the incident is urged to call the Houston Police Department.