Pray hard.

Nothing will happen to your brother.

Ask him to keep a diary / record of the words / behaviour of his supervisor.

Face him in a bold manner, keep very good relations with HR and other more senior staff and everyone else.

May be your brother is more capable than his supervisor and supv is feeling insecure and doing mischief.