Table 1.
Question | Parameter sets used | Cp | 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: is equal to 129 μmol/100 mL. 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 | 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: is equal to 129 μmol/100 mL. 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: is equal to 129 μmol/100 mL (Equation 14). 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 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: is related to Cp according to Equations (13) and (14). st: 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: 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 | 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.