From Exercise Cardiac Output to Organ Flow
During exercise, cardiac output changes and blood flow is redistributed among organ beds. A flow fraction describes an organ’s share of the total flow; it is not itself a flow rate. To use an exercise scenario in a PBPK model, the fraction must be combined with the cardiac output for that same scenario. This gives an absolute flow, such as litres per minute, that can be compared across rest and exercise.
The calculation is simple, but its inputs must refer to a consistent circulation and scenario. Fractions from one condition cannot be combined casually with cardiac output from another. Nor can a list of organ flows be treated as a complete allocation if some of the systemic flow has not been assigned.
The allocation assumes that the cardiac output and fractions describe the same condition and use the same flow basis. Each organ bed must be counted once, categories must not overlap, and the listed beds must be exhaustive if their fractions are expected to sum to one. For example, if a table lists only selected organs, the remaining flow should be identified as unassigned or represented by an explicit residual category. These are accounting assumptions for the calculation, not claims that organ perfusion is uniform within each organ.
Why Fractions and Flows Change Differently
Let \(r\) denote rest and \(e\) denote exercise. The absolute flow to an organ in either condition is calculated using that condition’s own cardiac output and fraction:
A fraction can fall while absolute flow rises, if cardiac output increases enough. The ratio of exercise flow to resting flow makes the two contributions explicit:
Thus, a conclusion about absolute perfusion cannot be drawn from the fraction alone. Conversely, a larger absolute flow does not necessarily mean that an organ receives a larger share of cardiac output. The fraction describes relative allocation; the product gives the flow rate.
Worked Example: Allocating Flow at Rest and During Exercise
Hypothetical data. Suppose systemic cardiac output is \(5.00\ \mathrm{L/min}\) at rest and \(15.0\ \mathrm{L/min}\) during exercise. Use the following mutually exclusive, exhaustive organ-flow fractions for these illustrative scenarios.
| Organ bed | Rest fraction | Exercise fraction |
|---|---|---|
| Skeletal muscle | 0.20 | 0.65 |
| Kidneys | 0.20 | 0.07 |
| Splanchnic organs | 0.25 | 0.08 |
| Brain | 0.14 | 0.05 |
| Skin | 0.06 | 0.08 |
| Heart | 0.04 | 0.05 |
| Other systemic beds | 0.11 | 0.02 |
| Total | 1.00 | 1.00 |
First check the inputs: the resting fractions sum to \(0.20+0.20+0.25+0.14+0.06+0.04+0.11=1.00\); the exercise fractions sum to \(0.65+0.07+0.08+0.05+0.08+0.05+0.02=1.00\). The categories are stipulated to be non-overlapping and complete, so each set is a valid allocation.
For skeletal muscle, the resting flow is \(0.20(5.00\ \mathrm{L/min})=1.00\ \mathrm{L/min}\). During exercise it is \(0.65(15.0\ \mathrm{L/min})=9.75\ \mathrm{L/min}\). The fraction rises from 0.20 to 0.65, and the absolute flow rises by \(9.75-1.00=8.75\ \mathrm{L/min}\).
For the kidneys, the fraction falls from 0.20 to 0.07, but the absolute flows are \(0.20(5.00)=1.00\ \mathrm{L/min}\) at rest and \(0.07(15.0)=1.05\ \mathrm{L/min}\) during exercise. In this example, the smaller exercise share still corresponds to a slightly greater absolute flow because total cardiac output is three times the resting value.
The same multiplication gives all beds. Resting flows, in table order, are \(1.00,\ 1.00,\ 1.25,\ 0.700,\ 0.300,\ 0.200,\) and \(0.550\ \mathrm{L/min}\); they sum to \(5.00\ \mathrm{L/min}\). Exercise flows are \(9.75,\ 1.05,\ 1.20,\ 0.750,\ 1.20,\ 0.750,\) and \(0.300\ \mathrm{L/min}\); they sum to \(15.0\ \mathrm{L/min}\). Both totals match their scenario-specific cardiac outputs.
Conservation as a Check on the Calculation
The conservation check follows directly from the definition of the allocation. If every flow is calculated from the same cardiac output, then
When the fractions sum to one, this becomes \(\sum_i Q_i=Q_{\mathrm{CO}}\). This is a useful derivation because it shows that the flow check is not an additional physiological rule imposed on the arithmetic: it follows from a complete partition of the stated total flow. If calculated flows do not sum to cardiac output, at least one condition has failed—for example, the fractions may be incomplete, overlap, use different denominators, or have been entered incorrectly.
For a subset of organs, define the residual fraction as \(f_{\mathrm{res}}=1-\sum_i f_i\). If the listed categories are non-overlapping and the total systemic flow is known, a nonnegative residual can represent flow to beds not listed individually. A negative residual signals that the listed fractions already exceed the total; it cannot be interpreted as a physical flow.
Worked Example: Calculating an Unlisted Residual Flow
Hypothetical data. During exercise, suppose cardiac output is \(12.0\ \mathrm{L/min}\). Fractions are reported for five non-overlapping beds: muscle \(0.60\), kidneys \(0.08\), splanchnic organs \(0.10\), brain \(0.05\), and skin \(0.07\). These are not stated to include every systemic bed.
The listed fractions sum to \(0.60+0.08+0.10+0.05+0.07=0.90\). The residual fraction is \(1.00-0.90=0.10\), so the unlisted beds together receive \(0.10(12.0\ \mathrm{L/min})=1.20\ \mathrm{L/min}\).
As a check, the listed absolute flows are \(7.20,\ 0.960,\ 1.20,\ 0.600,\) and \(0.840\ \mathrm{L/min}\). Their sum is \(10.8\ \mathrm{L/min}\); adding the residual \(1.20\ \mathrm{L/min}\) gives \(12.0\ \mathrm{L/min}\), the stated cardiac output. The residual is justified here because the listed categories are explicitly non-overlapping and cardiac output is the total being partitioned.
Worked Example: Comparing Fraction Change With Absolute-Flow Change
Hypothetical data. At rest, a specified organ bed receives fraction \(0.16\) of a cardiac output of \(5.50\ \mathrm{L/min}\). During exercise, it receives fraction \(0.08\) of a cardiac output of \(13.0\ \mathrm{L/min}\). Calculate its flows and compare the changes.
At rest, \(Q_{i,r}=0.16(5.50\ \mathrm{L/min})=0.880\ \mathrm{L/min}\). During exercise, \(Q_{i,e}=0.08(13.0\ \mathrm{L/min})=1.04\ \mathrm{L/min}\). The fraction is halved, but the absolute flow increases by \(1.04-0.880=0.160\ \mathrm{L/min}\).
The ratio confirms this result: \((0.08/0.16)(13.0/5.50)=0.50(2.364)=1.182\), approximately. Exercise flow is therefore about 1.18 times resting flow, or an increase of about 18.2%. This conclusion concerns the specified hypothetical inputs; it does not imply that this pattern applies to every organ or exercise condition.
Practical Checks and Common Failure Modes
A reliable calculation can be organized as a short sequence. First identify the scenario and the systemic cardiac output. Next verify the fraction basis and list of beds. Then multiply each fraction by the matching cardiac output, retain units, and sum the resulting flows. Finally compare the sum with the stated cardiac output and explain any remainder.
Use exercise cardiac output with exercise fractions, and resting cardiac output with resting fractions. Keep the flow basis consistent throughout.
Confirm that categories are mutually exclusive. If they are complete, their fractions should sum to one, allowing for stated rounding; otherwise identify the unassigned share.
Compute \(Q_i=f_iQ_{\mathrm{CO}}\) for each bed, then sum the flows. Compare the result with the same scenario’s cardiac output.
A few distinctions help diagnose apparent inconsistencies. Fractions that sum to less than one may simply describe selected organs, but only if the missing share is acknowledged. Fractions that exceed one may be rounded slightly, but a material excess requires checking for overlap, mixed denominators, or data-entry errors. If absolute flows were measured independently, their sum may differ from a separately reported cardiac output; that discrepancy is a data-consistency question, not something to erase by silently changing one organ’s flow.
There are several reasonable ways to report an allocation, but they answer different questions. Absolute flows in \(\mathrm{L/min}\) are suited to specifying the amount delivered to each modeled bed. Fractions or percentages show relative distribution, but do not reveal the absolute amount without cardiac output. Reporting both makes changes easier to interpret. A residual category is appropriate when a known total is partitioned among selected, non-overlapping beds; it is not a remedy for overlapping categories or incompatible measurements.
A common mistake is to say, “The kidney fraction falls from 0.20 to 0.07, so kidney flow must fall by 65%.” That reasoning treats a relative share as an absolute rate. In the first example, the calculation is \(0.20(5.00)=1.00\ \mathrm{L/min}\) at rest and \(0.07(15.0)=1.05\ \mathrm{L/min}\) during exercise. The fraction falls by 65% relative to its resting value, while the absolute flow rises by 5%. Calculate both scenario-specific products before making a claim about flow change.
Interpretation and Limits
In PBPK applications, organ-flow values are physiological inputs that help describe delivery to modeled tissues. An internally consistent allocation is necessary, but it does not establish that the input values are accurate for a particular person, workload, or measurement method. Exercise intensity and the source of the physiological estimates matter; the fractions in a teaching calculation are illustrative unless supported for the intended application.
The calculation also represents each organ bed with one average flow. It does not describe regional heterogeneity within an organ, transient changes during the transition into exercise, or differences between blood flow and other possible flow bases. If an input table uses a different basis or groups beds differently, the fractions must be interpreted and reconciled on that basis before allocation. These limitations do not alter the multiplication rule; they limit what can be concluded from the resulting whole-organ flows.
Check Your Understanding
Answer each question, then compare your reasoning with the solutions below.
- In a hypothetical exercise scenario, cardiac output is \(14.0\ \mathrm{L/min}\) and a bed’s fraction is \(0.06\). What is its absolute flow?
- A bed’s fraction decreases from \(0.12\) at rest to \(0.09\) during exercise. Cardiac output rises from \(5.00\) to \(10.0\ \mathrm{L/min}\). Calculate both flows and state whether absolute flow rises or falls.
- Three mutually exclusive beds have fractions \(0.50,\ 0.20,\) and \(0.15\). If total flow is \(8.00\ \mathrm{L/min}\), what fraction and flow remain unassigned?
- Why is it not valid to combine resting fractions with exercise cardiac output when the purpose is to calculate the stated exercise allocation?
Solutions. 1. \(Q_i=0.06(14.0\ \mathrm{L/min})=0.840\ \mathrm{L/min}\). 2. Resting flow is \(0.12(5.00)=0.600\ \mathrm{L/min}\); exercise flow is \(0.09(10.0)=0.900\ \mathrm{L/min}\). Absolute flow rises by \(0.300\ \mathrm{L/min}\), although the fraction falls. 3. Listed fractions sum to \(0.85\), leaving \(1.00-0.85=0.15\); unassigned flow is \(0.15(8.00)=1.20\ \mathrm{L/min}\). 4. The fraction and cardiac output must describe the same scenario and flow basis. Combining conditions mixes inputs and does not calculate the specified exercise allocation.