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. 2016 Oct 13;10:103. doi: 10.3389/fncom.2016.00103

Table 1.

Scientific questions raised in this study and corresponding conditions under which the model is applied.

Question Parameter sets used Cp C¯t MTT/CTH Corresponding figure/location in the text Supplementary information
Q1: Does our model predict a linear relation between CBF and CMRglc and between CBF and the tracer uptake, as it has been reported in the literature? SH Constant and equal to 500 μmol/100 mL. bl: C¯t is equal to 129 μmol/100 mL. C¯t is linearly related to MTT such that it decreases by 30% between MTTbl and MTTst MTT and CTH in the range [MTTbl-MTTst] and [CTHbl-CTHst], respectively Figure 2
Q2: To what extent is CMRglc affected when the plasma concentration vary from hypo- to hyperglycemic levels? SH and SR In the range 0–3000 μmol/100 mL C¯t is related to Cp according to Equations (13) and (14). MTT = MTTbl;
CTH = CTHbl
Figure 3
Q3: To what extent MTT and CTH affect CMRglc? Comparison with CMRO2. SH Constant and equal to 500 μmol/100 mL. bl: C¯t is equal to 129 μmol/100 mL. C¯t is linearly related to MTT such that it decreases by 30% between MTTbl and MTTst. MTT and CTH are in the range 0–2 s Figure 4 CMRglc is much less affected by changes in CTH than CMRO2. This can be seen from iso-contours which are much more vertical for CMRglc than for CMRO2
Q4: Based on these predictions (Q3) for CMRglc and CMRO2, what is the resulting OGI and lactate production? SH Constant and equal to 500 μmol/100 mL. bl: C¯t is equal to 129 μmol/100 mL (Equation 14). C¯t is linearly related to MTT such that it decreases by 30% between MTTbl and MTTst. Take discrete values corresponding to the symbols (+) and (×) on Figure 4. Figure 5 Note that C¯t during baseline is calibrated to yield an OGI equal to 5.5 at baseline
Q5: Applying our model to glucose tracer (FDG), how is the LC predicted to vary as a function of the plasma concentration and between physiological states ? Are these predictions in agreement with the literature? SH and SR In the range 0–3000 μmol/100 mL bl: C¯t is related to Cp according to Equations (13) and (14). st: C¯t is assumed to be decreased by 30% compared its value at baseline bl: MTT = MTTbl;
CTH = CTHbl
st: MTT = MTTst;
CTH = CTHst
Figure 6
Q6: How much would the overestimation in CMRglc be when neglecting the changes in LC? SH Constant and equal to 500 μmol/100 mL. bl: C¯t is set to 132 μmol/100 mL (Equation 14) and decreases by a value between 0 and 40% during stimulation bl: MTT = MTTbl;
CTH = CTHbl st: MTT = MTTst;
CTH = CTHst
Figure 7 The overestimation in CMRglc increase is calculated using (Equation 28), which relates the relative changes in CMRglc, in CMRglc, app, and LC
Q7: What prediction can we make for the metabolism and the lumped constant when we apply the model to tumor cells? SH Constant and equal to 500 μmol/100 mL C¯t during baseline is set to 132 μmol/100 mL initially and decreases as vmax_m increases. MTT = MTTbl;
CTH = CTHbl
Discussion (see Section Applying Our Model to Disease Conditions)

SH: parameter set when the model is applied to humans: vmax_t = 68 μmol/100 mL_brain/min and KT = 50 μmol/100 mL_brain. SR: parameter set when the model is applied to rats: vmax_t = 136 μmol/100 mL_brain/min and KT = 150 μmol/100 mL_brain. bl, baseline; st, stimulation. MTTbl = 1.4 s; MTTst = 0.81 s; CTHbl = 1.33 s; CTHst = 0.52 s.