Near-infrared spectra (1300-2500 nm) collected from lysed blood soluti
ons were shown to correlate,vith the pH of the solutions measured pote
ntiometrically, Cross-validated partial least-squares (PLS) models wer
e developed from these spectral data, which provided standard error of
prediction (SEP) values below 0.05 pH units for a pH range of 1.0 (6.
8-7.8). Experiments were designed to eliminate possible correlation be
tween pH and other components in the blood in order to ensure that var
iations in the spectral data correlated to pH were due to hydrogen ion
changes only. Further work was performed to discern the primary sourc
e of pH information in the lysed blood spectra by using spectra collec
ted from plasma and histidine solutions, The blood, plasma, and histid
ine data sets were compared with the use of loading vectors from princ
ipal component analysis (PCA). These loading vectors show that variati
ons in the spectra of the titrated amino acid histidine mimic those se
en in lysed blood, but not those seen in plasma. These results suggest
that histidine residues of hemoglobin are providing the spectral vari
ation necessary for pH modeling in the lysed blood solutions. It is fu
rther shown that the observed pa-sensitive histidine bands do not aris
e from the exchangeable proton on the imidazole ring of histidine; rat
her they arise from the variation in the C-H bonds of the C2 and/or th
e C4 carbons of the imidazole ring as they are influenced by the titra
tion of the nitrogen-bound proton of the imidazole ring.