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3.5. Displaying Results

3.5.1. Introduction

This section deals with the display of results from the MMID4 model. Five types of results are available: heterogeneity (Section 3.5.2), outflow concentrations (Section 3.5.3), tissue contents or residues (Section 3.5.4), residuals (Section 3.5.5), and user defined parameter expressions (Section 3.5.6). The final part of this section deals with errors and messages related to display of results.

3.5.2. Heterogeneity results

The parameters that contain the heterogeneity results are shown in the Flow heterogeneity results window.

Figure 3.24. Flow heterogeneity results window.

See Section 3.3.2 for the definitions of the parameters shown in Fig. 3.24

The Flow histogram parameters and the Pathway flows and weights are loaded with single values at the end of the simulation run. The Heterogeneity plot outputs that have a shaded field background are dynamic parameters that are set at each step of the model solution. Scaling and display of these outputs are discussed in Section 3.3.2.

3.5.3. Tracer concentrations

Introduction

The parameters that control and contain the tracer concentrations are shown in Table 3.3. Tracer concentrations at the inlet and outlet of the organ and at the outlet of individual operators are available.

Table 3.3: Tracer concentrations parameters
Name Description
Cin_v Organ inflow concentration: vascular tracer
Cin_e
extracellular tracer
Cin_p
permeant tracer
Cout_v Organ outflow concentration: vascular tracer
Cout_e
extracellular tracer
Cout_p
permeant tracer
Path selection button Path selector for outflow concentrations: all paths or one selected path
C_tube_i_v Outflow concentration: Inlet tubing (vascular)
C_tube_i_e
Inlet tubing (extracellular)
C_tube_i_p
Inlet tubing (permeant)
C_art_v
Artery (vascular)
C_art_e
Artery (extracellular)
C_art_p
Artery (permeant)
C_artl_v
Arteriole (vascular)
C_artl_e
Arteriole (extracellular)
C_artl_p
Arteriole (permeant)
C_cap_v
Capillary (vascular)
C_cap_e
Capillary (extracellular)
C_cap_p
Capillary (permeant)
C_venl_v
Venule (vascular)
C_venl_e
Venule (extracellular)
C_venl_p
Venule (permeant)
C_ven_v
Vein (vascular)
C_ven_e
Vein (extracellular)
C_ven_p
Vein (permeant)
C_tube_o_v
Outlet tubing (vascular)
C_tube_o_e
Outlet tubing (extracellular)
C_tube_o_p
Outlet tubing (permeant)

Organ inflow concentrations

Parameters Cin_v, Cin_e and Cin_p contain the inflow concentrations for the three tracers. These concentrations result from the input function generation discussed in Section 3.2 and are delivered to the upstream end of the inlet tubing.

Organ outflow concentrations

Parameters Cout_v, Cout_e and Cout_p contain the outflow concentrations for the three tracers. These concentrations are measured at the downstream end of the outlet tubing.

Figure 3.25. Tracer concentrations window.

Outflow concentrations by path

Concentrations of the three tracers at the outlet of individual circulatory components are available in the Concentrations by region window (Parameters: Model outputs> Concentrations by region).

Figure 3.26. Concentrations by region window.

For the arterioles, capillaries, and venules, the concentrations along a single pathway or the average concentration over all pathways are available. This choice is controlled by the Path selection button. The path selection status does not, of course, affect the inlet tubing, artery, vein, or outlet tubing. Note that the outlet tubing concentration is the same as the organ outflow for that tracer.

3.5.4. Tissue contents (residues)

Introduction

The amount of tracer in the organ, or region of the organ, is denoted by the letter Q (quantity). In MMID4, all residues are calculated by integrating the inflow and outflow curves from the submodels

.

Q for a region that includes several submodels is obtained by adding the individual Q's.

The parameters that control and contain the tracer residues are shown in Table 3.4.

Table 3.4: Tracer contents parameters
Name Description
Q_v Whole organ residue: vascular tracer
Q_e
extracellular tracer
Q_p
permeant tracer
Q_tube_i_v Pathway residue: Inlet tubing (vascular)
Q_tube_i_e
Inlet tubing (extracellular)
Q_tube_i_p
Inlet tubing (permeant)
Q_art_v
Artery (vascular)
Q_art_e
Artery (extracellular)
Q_art_p
Artery (permeant)
Q_artl_v
Arteriole (vascular)
Q_artl_e
Arteriole (extracellular)
Q_artl_p
Arteriole (permeant)
Q_cap_v
Capillary (vascular)
Q_cap_e
Capillary (extracellular)
Q_cap_p
Capillary (permeant)
Q_venl_v
Venule (vascular)
Q_venl_e
Venule (extracellular)
Q_venl_p
Venule (permeant)
Q_ven_v
Vein (vascular)
Q_ven_e
Vein (extracellular)
Q_ven_p
Vein (permeant)
Q_tube_o_v
Outlet tubing (vascular)
Q_tube_o_e
Outlet tubing (extracellular)
Q_tube_o_p
Outlet tubing (permeant)

Whole organ residues

The whole organ residues for the three tracers are Q_v, Q_e and Q_p, which can be viewed in Parameters: Model outputs> Tracer contents.

Figure 3.27. Tracer contents window.
The user can specify which vascular components are included in the whole organ residue calculations. Selections are controlled by the contents switches (Parameters: Model outputs> Contents switches).

Figure 3.28. Contents switches window.

The example shown in Fig. 3.28 contains only the actual vasculature in the whole organ residue calculation, since the contents of both the inlet and the outlet tubing have been turned off.

Pathway residues

The amounts of the three tracers in individual circulatory components are available in the Contents by region window (Parameters: Model outputs> Contents by region).

Figure 3.29. Contents by region window with the path selection button activated.

For the arterioles, capillaries, and venules, the amounts in a single pathway or the total in all pathways are available. This choice is controlled by the path selection button, which does not, of course, affect the values reported for the inlet tubing, artery, vein, or outlet tubing.

3.5.5. Residuals

Introduction

In contrast to residue curves, residuals are the difference between a model curve and a data curve:

.

Note that the residuals are not normalized and may be either positive or negative. Values of the residual are only calculated at each point in the data curve.

Residual curve parameters

To create a residual curve graph (Fig. 3.30, top), first make sure that a reference data TAC file has already been loaded into XSIM, then select Residuals config from the Model pull-down menu. Fill in the desired reference data curve name(s) and the parameter name(s) that you wish to compare (Fig. 3.31), and enter `1' for the point weights and TAC weights if equal weighting is desired (See section 8.2.4 of the Interface Reference Manual for a discussion of weighting options). Click on the Residuals button in the main window and a Residual Plot window should appear.

Figure 3.30. Calculation of residual curves. Bottom: Data and model curves. Top: Residual curve.


Figure 3.31. Residuals Config window.

3.5.6. Parameter expressions and scalars

User defined expressions of parameters may be plotted in either of the plot area windows. For example, the parameter of Cout_v in the previous section may be scaled by 0.5, and offset from zero by 0.1, as in Fig. 3.32. See Appendix B of the XSIM manual for a listing of the expressions evaluator constants and functions.

Figure 3.32. Plot of a parameter and the scaled and offset parameter.

If a constant will be used repeatedly and/or often, a scalar may be useful. The set of scalars are simply a set of parameters that are not tied to the model, but can be set like any other parameter, either by entering a value directly or by slaving the scalar to another parameter in the eval field. Scalars are accessed from the Parameters pull-down menu.

Figure 3.33. General scalars window and the parameter window for scalar4.

In the example of Fig. 3.33, scalar1 has been set to 0.5. One could substitute `scalar1' for 0.5 in the Y parameter field shown in figure 3.8, making the equation Cout_v*scalar1+0.1. This scalar could then be optimized on by placing scalar1 in the parameters to vary section of the optimization config window.

Also shown in Fig. 3.33 is an example of using the eval field to make scalar4 equal the ratio of extracellular PSg to flow, Fp.

3.5.7. Errors and messages

[TO BE DEVELOPED]



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Copyright © 1998, National Simulation Resource, University of Washington.
Last modified 04:13pm PST, February 25, 1998.