High blood pressure beta-blocker medications that have been noted to occasionally cause hair loss include: Atenolol (Tenormin), metoprolol (Lopressor), nadolol (Corgard), propranolol (Inderal), and timolol (Blocadren). Common anticoagulants (blood thinners) that cause hair loss are: warfarin, coumarin, and heparin.