[SalesForce] Chatter follow api insufficient privileges issue

I want to follow a record via chatter api for a specific user, it's possible for users to make other users to follow a record, specifically I use this method:
ConnectApi.ChatterUsers.follow(null, userId, caseId);

When I run from system administrator everything works great, but once I run from a different profile it results in this error:
System.NoAccessException: Insufficient Privileges: You do not have the level of access necessary to perform the operation you requested. Please contact the owner of the record or your administrator if access is necessary.


I have the following options checked in profile settings:

• Chatter Internal User
• Moderate Chatter
• Manage Chatter Messages and Direct Messages
• Manage Unlisted Groups
• Create and Own New Chatter Groups

And I checked profile has view/ edit access of the target record.

Does anyone knows what permissions are missing? is it a bug?