A method for removing 4-methylimidazole (4-MEI) from solution may include contacting an alkaline earth metal silicate with a solution containing 4-MEI and adsorbing at least some of the 4-MEI using the alkaline earth metal silicate. The method may further include removing at least some of the alkaline earth metal silicate having the adsorbed 4-MEI from the solution. The alkaline earth metal silicate may include magnesium silicate or calcium silicate. A method for removing 4-MEI from solution may include contacting an adsorbent clay material with a solution containing 4-MEI and adsorbing at least some of the 4-MEI using the adsorbent clay material. The method may further include removing at least some of the adsorbent clay material having the adsorbed 4-MEI from the solution. The adsorbent clay material may include smectite, bentonite, or an activated or un-activated AOCS day material.