Your description says that your brother's mental health issues have not gone.
I am not able to make a diagnosis based on the symptoms you have stated though it gives a clue to different diagnoses.
What did the treating Psychiatrist tell you ? Why is not improving ?
In normal circumstances , there should be more improvement .
Next Steps
Consult a Psychiatrist and discuss . you will know what to expect and course of the disease