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Department of Information Engineering, University of Padova, 35131 Padova, Italy
The two-compartment minimal model (2CMM)
interpretation of a labeled intravenous glucose tolerance test (IVGTT)
is a powerful tool to assess glucose metabolism in a single individual.
It has been reported that a derived 2CMM parameter describing the
proportional effect of glucose on insulin-independent glucose disposal
can take physiologically unplausible negative values. In addition, precision of 2CMM parameter estimates is sometimes not satisfactory. Here we resolve the above issues by presenting an improved version of
2CMM that relies on a new assumption on the constant component Rd0 of insulin-independent glucose disposal. Here
Rd0 is not fixed to 1 mg · kg
1 · min
1
but instead is expressed as a fraction of steady-state glucose disposal. The new 2CMM is identified on the same stable labeled IVGTT
data base on which the original 2CMM was formulated. A more reliable
insulin-independent glucose disposal portrait is obtained while that of
insulin action remains unchanged. The new 2CMM also improves the
precision with which model parameters and metabolic indexes are estimated.
insulin sensitivity; glucose effectiveness; glucose production; mathematical model; parameter estimation; intravenous glucose tolerance test
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