In one aspect, the present invention relates to a method of identifying compounds useful in modifying the activity of Aldolase. The method includes providing a first model comprising Aldolase or residues of the
amino acid sequence corresponding to SEQ ID NO: 1 said residues being at
amino acid positions selected from the group consisting of 10-13, 26, 27, 29, 30, 31, 32, 33, 37, 39, 40, 41, 43, 44, 47, 48, 51, 52, 60, 63, 66, 79, 84, 85, 92, 93, 103, 106-109, 112-117, 138, 142, 146, 148, 151, 153, 179, 182, 183, 185, 186, 194, 196, 197, 198, 199, 208, 226-228, 231-269, 270, 272, 277-283, 285-289, 294, 295, 297-299, 301-304, 306-310 312, 313, 316, 317, 319, 321, 323, 326, 330, 344, 345, and 347, providing one or more candidate compounds, evaluating contact between the candidate compounds and the first model to determine which of the one or more candidate compounds have an ability to bind to and / or fit in the first model, and identifying compounds which, based on said evaluating, have the ability to bind to and / or fit in the first model as compounds potentially useful for modifying the activity of Aldolase. The present invention also discloses compounds and compositions which modify the activity of Aldolase, or a complex between Aldolase and TRAP. Methods of treating or preventing
malaria, or an infection by apicomplexan organisms are also disclosed.