It would be a good idea for all family members to be checked and have an echocardiogram. Most forms of HCM are genetic but there are still some idiopathic forms, I have HOCM and no other family member tested positive.
Yes, I would get all the children tested because this is caused by genes and is therefore hereditary. Better to be safe and get them tested.