We show that theoretical microscopic titration curves (THEMATICS) can be us
ed to identify active-site residues in proteins of known structure. Results
are featured for three enzymes: triosephosphate isomerase (TIM), aldose re
ductase (AR), and phosphomannose isomerase (PMI). We note that TIM and AR h
ave similar structures but catalyze different kinds of reactions, whereas T
IM and PMI have different structures but catalyze similar reactions. Analys
is of the theoretical microscopic titration curves for all of the ionizable
residues of these proteins shows that a small fraction (3-7%) of the curve
s possess a flat region where the residue is partially protonated over a wi
de pH range. The preponderance of residues with such perturbed curves occur
in the active site. Additional results are given in summary form to show t
he success of the method for proteins with a variety of different chemistri
es and structures.