Why a Scaling Equation Is Needed
A microsomal assay measures metabolic activity in a small in vitro system. Its intrinsic clearance is commonly normalized to the mass of microsomal protein in the incubation, so its units include volume per time per milligram of protein. A PBPK liver model, by contrast, needs a whole-organ intrinsic clearance, with units of volume per time. Converting between these quantities requires accounting for how much microsomal protein is represented per gram of liver and how much liver is being represented.
The earlier material on the IVIVE chain places this conversion between an assay-level estimate and a whole-liver input. The derivation here focuses on the scaling itself. The result is an estimate of liver intrinsic clearance; it is not, by itself, hepatic clearance from blood or systemic clearance.
Deriving the Microsomal Scaling Equation
The key idea is to scale the amount of microsomal protein before interpreting the resulting metabolic rate as a whole-liver rate. Suppose the concentration of substrate is \(C\), expressed as amount per volume, and the assay behaves linearly over the concentration range of interest. By the definition of intrinsic clearance, the metabolic rate supported by a specified mass of microsomal protein is proportional to \(C\), to that protein mass, and to \(\mathrm{CL}_{\mathrm{int,mic}}\).
First, \(W_{\mathrm{liver}}\) grams of liver contain an estimated \(W_{\mathrm{liver}}\times\mathrm{MPPGL}\) milligrams of microsomal protein. Applying the microsomal clearance per milligram to that total protein mass gives the organ-scale rate relationship:
Here \(P_{\mathrm{mic,liver}}\) is the microsomal protein represented in the whole liver, in milligrams. The corresponding scaled clearance follows by multiplying clearance per milligram by that protein mass:
The units confirm the conversion:
A short rate-based justification makes the scaling explicit. Under linear conditions, the microsomal metabolic rate for a protein mass \(P\) is \(v=\mathrm{CL}_{\mathrm{int,mic}}\,P\,C\). Substituting the liver-represented protein mass \(P=\mathrm{MPPGL}\,W_{\mathrm{liver}}\) gives \(v=\mathrm{CL}_{\mathrm{int,mic}}\,\mathrm{MPPGL}\,W_{\mathrm{liver}}\,C\). Defining the whole-liver intrinsic clearance through \(v=\mathrm{CL}_{\mathrm{int,liver}}\,C\) yields the equation above. Thus, the equation is not an independent biological mechanism: it is a mass-scaling result that assumes the measured activity per milligram can be applied to the microsomal protein represented in the liver.
Worked Calculations
Worked Example: Scaling Microsomal Clearance to a Whole Liver
Hypothetical data. Suppose \(\mathrm{CL}_{\mathrm{int,mic}}=0.0450\ \mathrm{mL\,min^{-1}\,mg^{-1}}\), \(\mathrm{MPPGL}=38.0\ \mathrm{mg\,g^{-1}}\), and \(W_{\mathrm{liver}}=1500\ \mathrm{g}\). Assume the protein-normalized clearance and scaling factors refer to compatible liver and assay conditions.
Use the scaling equation:
Substitute the values and multiply in two stages:
The scaled whole-liver intrinsic clearance is \(2565\ \mathrm{mL\,min^{-1}}\), or \(2.565\ \mathrm{L\,min^{-1}}\). The intermediate result, \(1.710\ \mathrm{mL\,min^{-1}\,g^{-1}}\), is clearance per gram of liver, not whole-liver clearance. Multiplication by \(1500\ \mathrm{g}\) is still required.
Worked Example: Converting Microliters Before Scaling
Hypothetical data. An assay reports \(\mathrm{CL}_{\mathrm{int,mic}}=72.0\ \mathrm{\mu L\,min^{-1}\,mg^{-1}}\). Use \(\mathrm{MPPGL}=42.0\ \mathrm{mg\,g^{-1}}\) and a liver mass of \(1.35\ \mathrm{kg}\). Assume these values are compatible and the assay clearance is suitable for the scaling calculation.
Convert the clearance to milliliters and the liver mass to grams:
Then apply the equation:
To four significant figures, the scaled value is \(4.082\ \mathrm{L\,min^{-1}}\). Converting \(72.0\ \mathrm{\mu L}\) to \(0.0720\ \mathrm{mL}\) before multiplying avoids a factor-of-1000 error. The answer is an intrinsic clearance estimate, not a claim that the liver removes \(4.082\ \mathrm{L}\) of blood per minute.
Worked Example: Recovering the Microsomal Clearance
Hypothetical data. Suppose a scaled calculation gave \(\mathrm{CL}_{\mathrm{int,liver}}=1.92\ \mathrm{L\,min^{-1}}\), using \(\mathrm{MPPGL}=40.0\ \mathrm{mg\,g^{-1}}\) and \(W_{\mathrm{liver}}=1200\ \mathrm{g}\). Find the microsomal clearance that would produce that result. Treat all values as exact for this arithmetic example.
Rearrange the scaling equation to isolate \(\mathrm{CL}_{\mathrm{int,mic}}\):
First convert whole-liver clearance to milliliters per minute, then calculate the represented microsomal protein:
Therefore,
The units reduce to volume per time per milligram, as required. This inverse calculation is also a useful check: scaling \(0.0400\ \mathrm{mL\,min^{-1}\,mg^{-1}}\) by \(48{,}000\ \mathrm{mg}\) returns \(1920\ \mathrm{mL\,min^{-1}}\).
Checks, Diagnostics, and Common Errors
The multiplication is simple, but the inputs must describe compatible quantities. A practical check is to write each input with its units before multiplying. If the units do not reduce to volume per time, a conversion, definition, or factor has been mishandled. Also check that liver mass is in grams when \(\mathrm{MPPGL}\) is in milligrams per gram, and that the clearance volume unit is the one intended for the final report.
The equation scales linearly with each factor. Holding the other factors fixed, doubling \(\mathrm{CL}_{\mathrm{int,mic}}\), \(\mathrm{MPPGL}\), or \(W_{\mathrm{liver}}\) doubles the predicted whole-liver intrinsic clearance. This provides a quick plausibility check and makes clear that uncertainty in any multiplicative factor passes directly into the result. A negative scaled clearance, a result that changes by a factor of 1000 after unit conversion, or an implausible jump caused solely by switching between kilograms and grams should prompt a review of the inputs and units.
A frequent mistake is to stop after multiplying \(\mathrm{CL}_{\mathrm{int,mic}}\) by \(\mathrm{MPPGL}\), then label the result whole-liver clearance. That product has units of \(\mathrm{mL\,min^{-1}\,g^{-1}}\): it is clearance per gram of liver. The correction is to multiply by \(W_{\mathrm{liver}}\) in grams. The opposite error is to multiply by liver mass twice, often because a liver-scale protein total has already been calculated. In that case, use either \(\mathrm{MPPGL}\times W_{\mathrm{liver}}\) as the total represented protein and multiply by \(\mathrm{CL}_{\mathrm{int,mic}}\), or multiply the three factors once—never both.
Another mistake is to call the result hepatic clearance. Whole-liver intrinsic clearance represents scaled metabolic capacity under the stated assumptions. Translating it into hepatic clearance requires a liver model and additional physiological quantities; intrinsic clearance and hepatic clearance are not interchangeable. The earlier material on hepatic clearance models provides the context for that distinction.
How to Use the Result and Where It Can Fail
A direct product is the most transparent calculation when the assay result is already expressed per milligram of microsomal protein and the two scaling factors are available. An equivalent staged calculation first obtains clearance per gram of liver, then multiplies by liver mass. The staged form is often easier to audit because it exposes the intermediate units. Both approaches give the same result if the same factors and units are used.
The equation has important limits. It assumes activity per milligram in the assay can represent the microsomal protein in the liver, and that activity is proportional to protein mass. It does not establish that the assay reflects every condition relevant to the intact liver. Nor does the equation choose or validate a particular value for microsomal protein per gram or for liver mass; those are inputs whose basis must be checked. If clearance varies with substrate concentration, the assay-derived clearance must be interpreted for the relevant concentration range rather than treated as automatically constant.
Before using a scaled value, confirm the definition and units of the assay clearance, verify that the protein and liver factors are on compatible bases, and retain the intermediate calculation. These checks make it easier to identify whether a disagreement comes from the measured microsomal clearance, a scaling factor, unit conversion, or a later modeling step.
Check Your Understanding
Answer each question, then compare with the solutions below.
- If \(\mathrm{CL}_{\mathrm{int,mic}}\) is in \(\mathrm{mL\,min^{-1}\,mg^{-1}}\) and \(\mathrm{MPPGL}\) is in \(\mathrm{mg\,g^{-1}}\), what are the units after multiplying those two factors only?
- With \(\mathrm{CL}_{\mathrm{int,mic}}=0.0300\ \mathrm{mL\,min^{-1}\,mg^{-1}}\), \(\mathrm{MPPGL}=35.0\ \mathrm{mg\,g^{-1}}\), and \(W_{\mathrm{liver}}=1400\ \mathrm{g}\), calculate \(\mathrm{CL}_{\mathrm{int,liver}}\) in \(\mathrm{L\,min^{-1}}\).
- Why does an answer in \(\mathrm{mL\,min^{-1}\,g^{-1}}\) indicate that the whole-liver scaling is incomplete?
- Does the scaled whole-liver intrinsic clearance equal hepatic clearance? Briefly explain.
- Name one assumption that would be questionable if assay clearance changed substantially over the substrate concentration range of interest.
Solutions. (1) The units are \(\mathrm{mL\,min^{-1}\,g^{-1}}\), because the milligrams cancel but grams remain in the denominator. (2) \((0.0300)(35.0)(1400)=1470\ \mathrm{mL\,min^{-1}}=1.470\ \mathrm{L\,min^{-1}}\). (3) The result is still clearance per gram of liver; multiply by liver mass in grams once to obtain volume per time for the whole liver. (4) No. It is scaled intrinsic metabolic capacity; hepatic clearance requires a liver model and additional physiological information. (5) The assumption that the assay-derived clearance is applicable over the concentration range of interest, including the linear rate–concentration relationship used in the derivation, may fail.