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One- and two-compartment minimal models detect similar alterations of glucose metabolism indexes in hypertension
Authors:Natalucci S  Boemi M  Fumelli P  Testa I  Fumelli D  Burattini R
Affiliation:Department of Electronics and Automatics, University of Ancona, Italy.
Abstract:A standard intravenous glucose tolerance test (IVGTT) was performed in 10 nondiabetic patients with essential hypertension (H group) and 9 normotensive control subjects (N group). A 2-compartment minimal model (2CMM) of glucose kinetics was applied to estimate indexes of glucose effectiveness, S2G and insulin sensitivity, S2I, by means of a maximum a posteriori (MAP) bayesian estimation technique. These estimates were contrasted to the S1G and S1I indexes provided by the classic minimal model (1CMM). In both the N group and the H group, the 2CMM underestimated the glucose effectiveness and overestimated the insulin sensitivity. In the H group, S2G was, on average, 63% of S1G (P > .05) and S2I was 137% of S1I (P > .05). In the N group S2G was 67% of S1G (P > .05) and S2I was 134% of S1I (P > .05). The 2CMM detected a reduction of approximately 40% (P > .05) and approximately 48% (P > .05) in S2G and S2I estimates, respectively, from the N group to the H group. Despite its reduced complexity, the 1CMM also detected a reduction of approximately 35% (P < .05) and approximately 49% (P < .05) in the S1G and in S1I indexes, respectively. Thus, the 1CMM and 2CMM showed a substantial equivalence in detecting a severe reduction in insulin sensitivity and impaired glucose effectiveness in hypertensive patients compared with normal.
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