This section shows a full list of all the diseases and conditions listed as a possible cause of Big toe blister in our database from various sources. 1  Allergic reaction. 2  Blisters due to sunburn. 3  Chicken pox.  Chronic bullous 1  dermatosis. Contact dermatitis.  Herpes 1  infection. Repeated friction.  Sun burns.