Why hepatic OATP inhibition can change two concentrations in opposite directions
OATP1B1 and OATP1B3 mediate uptake of some compounds from blood into hepatocytes. If an inhibitor reduces this uptake, less substrate may reach hepatic metabolism or biliary elimination. Plasma exposure can therefore increase. At the same time, the reduced entry into hepatocytes can lower the liver concentration. The size and even the direction of these changes depend on the substrate’s other uptake routes, hepatic elimination, and nonhepatic clearance.
A useful first calculation is a deliberately simple, linear model that connects plasma concentration, hepatic uptake, and irreversible hepatic loss. It is not a complete liver PBPK model: it treats the liver as a single well-mixed compartment and uses effective clearances. Its purpose is to show how an OATP-mediated change can affect both systemic exposure and the concentration available within the liver.
The model assumes linear, concentration-independent clearances; a steady state in the liver and plasma; and a single unbound concentration basis for the hepatic exchange calculation. It represents uptake as a clearance-driven concentration-gradient process. In a compound with multiple entry routes, \(U\) is the sum of the relevant effective uptake clearances, including any uptake not mediated by OATP1B1 or OATP1B3. These assumptions make the equations useful for a first prediction, but they should not be confused with a detailed description of transporter kinetics or liver zonation.
Deriving the effective hepatic clearance
In this representation, hepatic uptake from plasma is proportional to the difference between plasma and hepatocyte concentration. At steady state, uptake into the hepatocyte balances irreversible hepatic elimination. The net amount removed from plasma through the modeled hepatic pathway is the amount eliminated within the liver.
Rearranging gives the hepatocyte-to-plasma concentration ratio. Substituting that relationship into the hepatic elimination flux gives the effective hepatic clearance.
The expression \(UM/(U+M)\) is the effective clearance of two sequential limitations: substrate must first enter the liver and then be eliminated there. It is smaller than either \(U\) or \(M\), because both processes constrain net hepatic removal. At steady state, the plasma balance is \(R=(CL_{other}+CL_{hep,eff})C_{p,u}\). Thus, when the input rate and clearances are fixed, the model predicts plasma and hepatocyte concentrations as follows.
This result explains why the two concentrations need not move together. Inhibition lowers \(U\), which lowers the liver-to-plasma ratio \(U/(U+M)\). It also lowers effective hepatic clearance, which can raise \(C_{p,u}\). The liver concentration depends on both changes, so it must be recalculated rather than inferred from the plasma change alone.
Representing OATP1B1 or OATP1B3 inhibition
For a simple competitive inhibition representation, an inhibited OATP component can be scaled by the unbound inhibitor concentration at the hepatic uptake site. If \(I_u\) is that concentration and \(K_i\) is the inhibition constant, the remaining activity factor is \(1/(1+I_u/K_i)\). This assumes the stated competitive form is suitable and that inhibitor exposure is adequately represented by a constant site concentration. In practice, the relevant inputs should be supported by the available in vitro evidence and site-exposure estimate.
For selective OATP1B3 inhibition, apply the corresponding factor to \(U_{1B3}\), not automatically to all uptake. If both isoforms are inhibited, scale each component using its own inhibition input. Any unaffected OATP component and other uptake routes remain in the total \(U\). The calculation requires an explicit distinction between the inhibited transporter clearance and residual uptake; treating all hepatic entry as one fully inhibited pathway can exaggerate the effect.
Worked Example: Recalculating Plasma and Liver Concentrations
Hypothetical data. A substrate enters the modeled system at \(R=10.00\) mg/h. Nonhepatic clearance is \(CL_{other}=5.000\) L/h, hepatic elimination clearance is \(M=0.5000\) L/h, and baseline hepatic uptake clearance is \(U=8.000\) L/h. Suppose an inhibitor reduces this uptake clearance by 50%, to \(4.000\) L/h. Use the steady-state linear model and report concentrations in mg/L.
Baseline. First calculate the effective hepatic clearance and the hepatocyte-to-plasma ratio:
The baseline plasma concentration is \(10.00/(5.000+8/17)=170/93=1.828\) mg/L. The baseline liver concentration is \((16/17)(170/93)=160/93=1.720\) mg/L.
After inhibition. Recalculate the effective clearance using the reduced uptake clearance:
The inhibited plasma concentration is
The inhibited liver-to-plasma ratio is \(4/4.5=8/9\), so \(C_{h,u,inh}=(8/9)(90/49)=80/49=1.633\) mg/L. Relative to baseline, the plasma concentration changes by \([(90/49)/(170/93)-1]\times100=0.4802\%\), an increase. The liver concentration changes by \([(80/49)/(160/93)-1]\times100=-5.102\%\), a decrease. Here plasma changes little because nonhepatic clearance is substantial, while reduced hepatic entry lowers the predicted liver concentration.
How substrate pathway contributions shape the prediction
The effect of inhibiting one transporter depends on how much that transporter contributes to total uptake. The next example keeps residual uptake explicit. It also illustrates why a large fractional inhibition of one isoform does not necessarily produce a large change in total hepatic uptake or systemic exposure.
Worked Example: Selective OATP1B1 Inhibition With Residual Uptake
Hypothetical data. Let \(R=20.00\) mg/h, \(CL_{other}=4.000\) L/h, and \(M=1.000\) L/h. Baseline uptake comprises \(U_{1B1}=6.000\) L/h, \(U_{1B3}=2.000\) L/h, and other uptake \(U_{other}=2.000\) L/h. Assume a selective inhibitor reduces OATP1B1 uptake by 75%, leaving \(1.500\) L/h; the other uptake components are unchanged.
At baseline, total uptake is \(U=6+2+2=10.00\) L/h. Therefore \(CL_{hep,eff}=10(1)/(10+1)=10/11=0.9091\) L/h, and \(C_{p,u}=20/(4+10/11)=110/27=4.074\) mg/L. The liver concentration is \((10/11)(110/27)=100/27=3.704\) mg/L.
After inhibition, total uptake is \(U=1.5+2+2=5.500\) L/h, not \(1.500\) L/h, because OATP1B3 and other uptake remain. The new effective clearance is \(5.5(1)/(5.5+1)=11/13=0.8462\) L/h. Thus \(C_{p,u}=20/(4+11/13)=260/63=4.127\) mg/L, and \(C_{h,u}=(5.5/6.5)(260/63)=220/63=3.492\) mg/L. Plasma concentration increases by \([(260/63)/(110/27)-1]\times100=1.299\%\); liver concentration decreases by \([(220/63)/(100/27)-1]\times100=-5.714\%\). The large inhibition of OATP1B1 has a modest plasma effect in this example because it is only one part of uptake and nonhepatic clearance is also present.
When hepatic uptake is a stronger limitation
The ratio of uptake to hepatic elimination helps explain how inhibition affects liver concentrations. If \(U\) is already much smaller than \(M\), uptake strongly limits hepatic entry. A further reduction in uptake can sharply reduce the liver-to-plasma ratio. The effect on plasma exposure still depends on how important the hepatic pathway is relative to all systemic clearance.
Worked Example: Uptake-Limited Entry and a Larger Plasma Change
Hypothetical data. Use \(R=10.00\) mg/h, \(CL_{other}=5.000\) L/h, and \(M=20.00\) L/h. Let uptake fall from \(U=8.000\) L/h to \(U=4.000\) L/h after inhibition.
At baseline, \(CL_{hep,eff}=8(20)/(8+20)=160/28=5.714\) L/h. Therefore \(C_{p,u}=10/(5+40/7)=14/15=0.9333\) mg/L. The liver-to-plasma ratio is \(8/28=2/7\), giving \(C_{h,u}=4/15=0.2667\) mg/L.
After inhibition, \(CL_{hep,eff}=4(20)/(4+20)=80/24=3.333\) L/h. Then \(C_{p,u}=10/(5+10/3)=1.200\) mg/L, and \(C_{h,u}=(4/24)(1.200)=0.2000\) mg/L. Plasma concentration increases by \((1.200/0.9333-1)\times100=28.57\%\), while liver concentration decreases by \((0.2000/0.2667-1)\times100=-25.00\%\). The larger plasma change than in the first example reflects the stronger contribution of the hepatic pathway to total clearance, not simply the percentage inhibition of uptake.
Assumptions, diagnostics, and alternatives
A prediction from this model is most interpretable when its assumptions are plausible and its inputs are supported. Check that the substrate is a relevant substrate of the transporter being inhibited, that the inhibitor concentration used corresponds to the hepatic site, and that the clearance components are defined on consistent unbound and volume bases. Confirm that the predicted total uptake remains positive and that residual uptake is not inadvertently removed. If the calculation predicts an implausiblely large effect, inspect the fraction of total uptake assigned to the inhibited isoform and the relative sizes of \(M\) and \(CL_{other}\).
The steady-state equations also assume linear behavior. Concentration-dependent transporter saturation, changing inhibitor concentrations over time, or a substrate with important active metabolites can invalidate the simple calculation. A single steady-state comparison cannot describe the onset and offset of an interaction, nor can this model predict a spatially varying liver concentration. In those settings, a time-resolved PBPK model with suitable compartments and processes is more appropriate. Such a model requires additional data and assumptions; its added complexity does not by itself ensure a more reliable prediction.
A common alternative is to apply a single empirical fold-change to plasma exposure. That can summarize a measured interaction but does not show how uptake, hepatic elimination, and nonhepatic clearance combine, and it does not directly predict liver concentration. The simple clearance model presented here makes those dependencies explicit, while a fuller PBPK model can represent spatial and temporal detail. Neither approach removes the need to justify transporter assignment and parameter values.
Check Your Understanding
Answer each question using the model and assumptions defined above. Short solutions follow the questions.
- If \(U=6\) L/h and \(M=2\) L/h, what is the hepatocyte-to-plasma concentration ratio?
- Why can inhibiting OATP uptake increase plasma concentration but decrease liver concentration?
- A substrate has \(U_{1B1}=3\) L/h, \(U_{1B3}=2\) L/h, and \(U_{other}=1\) L/h. If OATP1B1 activity is reduced by 50%, what is total uptake after inhibition?
- Name two assumptions that could make the steady-state linear prediction unreliable.
Solutions. 1. \(C_{h,u}/C_{p,u}=U/(U+M)=6/8=0.750\). 2. Reduced uptake lowers effective hepatic clearance, which can raise plasma concentration, but it also lowers the liver-to-plasma ratio. 3. The inhibited OATP1B1 component is \(1.5\) L/h, so total uptake is \(1.5+2+1=4.5\) L/h. 4. Examples include concentration-dependent transporter saturation, time-varying inhibitor exposure, or failure of the single-compartment liver approximation.