Afrânio Peixoto was a student and follower of Juliano Moreira, who initiated the scientific treatment of mental illness in Brazil and who invited his young protégé to Rio de Janeiro.
The only negative aspect of Afrânio Peixoto's highly successful career in medicine was his dispute with Brazilian parasitologist Carlos Chagas over the cause of what later became known as Chagas disease.