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Dong J, Park MS. Discussions on the hepatic well-stirred model: Re-derivation from the dispersion model and re-analysis of the lidocaine data. Eur J Pharm Sci 2018; 124:46-60. [DOI: 10.1016/j.ejps.2018.08.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Revised: 07/09/2018] [Accepted: 08/09/2018] [Indexed: 02/05/2023]
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Poulin P, Kenny JR, Hop CECA, Haddad S. In vitro-in vivo extrapolation of clearance: modeling hepatic metabolic clearance of highly bound drugs and comparative assessment with existing calculation methods. J Pharm Sci 2011; 101:838-51. [PMID: 22009717 DOI: 10.1002/jps.22792] [Citation(s) in RCA: 78] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2011] [Revised: 09/28/2011] [Accepted: 09/29/2011] [Indexed: 01/10/2023]
Abstract
In vitro-in vivo extrapolation (IVIVE) is an important method for estimating the hepatic metabolic clearance (CL) of drugs. This study highlights a problematic area observed when using microsomal data to predict in vivo CL of drugs that are highly bound to plasma proteins, and further explores mechanisms for human CL predictions by associating additional processes to IVIVE disconnect. Therefore, this study attempts to develop a novel IVIVE calculation method, which consists of adjusting the binding terms in a well-stirred liver model. A comparative assessment between the IVIVE method proposed here and previously published methods of Obach (1999. Drug Metab Dispos 27:1350-1359) and Berezhkovskiy (2010. J Pharm Sci 100:1167-1783) was also performed. The assessment was confined by the availability of measured in vitro and in vivo data in humans for 25 drugs highly bound to plasma proteins, for which it can be assumed that metabolism is the major route of elimination. Here, we argue that a difference in drug ionization and binding proteins such as albumin (AL) and alpha-1-acid glycoprotein (AAG) in plasma and liver also needs to be considered in IVIVE based on mechanistic studies. Therefore, converting unbound fraction in plasma to liver essentially increased the predicted CL values, which resulted in much more accurate estimates of in vivo CL as compared with the other IVIVE methods tested. The impact on CL estimate was more apparent for drugs binding to AL than to AAG. This is a mechanistic rational for explaining a considerable proportion of the divergence between previously estimated and observed CL values. Human CL was predicted within 1.5-fold, twofold, and threefold of the observed CL for 84%, 96%, and 100% of the compounds, respectively. Overall, this study demonstrates a significant improvement in the mechanism-based prediction of metabolic CL for these 25 highly bound drugs from in vitro data determined with microsomes, which should facilitate the application of physiologically based pharmacokinetic (PBPK) models in drug discovery and development.
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Affiliation(s)
- Patrick Poulin
- Consultant, 4009 Sylvia Daoust, Québec City, Québec G1X 0A6, Canada.
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Kotsiou A, Tsamouri M, Anagnostopoulou S, Tzivras M, Vairactaris E, Tesseromatis C. H3 Propranolol serum levels following lidocaine administration in rats with CCL4 — induced liver damage. Eur J Drug Metab Pharmacokinet 2006; 31:97-101. [PMID: 16898077 DOI: 10.1007/bf03191125] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Liver disease alters the pharmacokinetic and pharmacodynamic properties of hepatically eliminated drugs. The main factors influenced are plasma albumin levels, enzyme balance (induction & inhibition) and drug binding to tissue proteins. The influence of lidocaine on serum, heart and liver propranolol levels in Wistar rats after liver injury induced by carbon tetrachloride CCl4 0.4 ml/kg x 2/wkl, was investigated. 40 male Wistar rats were divided into four groups (I, II, III, IV; n=10), Group I animals received only propranolol (labelled + cold substance) 40 mg/kg/12 h p.o., group II propranolol plus lidocaine in a single dose of 4mg/kg s.c., group III was treated with CCl4 for 6 weeks and received propranolol x2 at the same dosage as group I, while group VI was treated with CCl4 and the same drug dosage as group II. The simultaneous administration of H3-propranolol and lidocaine increased propranolol levels in the serum and tissues. The liver in damaged animals showed an increase of propranolol level under lidocaine co-administration, probably due to CCl4 induced liver enzyme activity, resulting in a rapid propranolol metabolism or to competition between both drug protein binding sites. The increased propranolol levels in the heart after lidocaine administration were probably due to attributed to its high affinity for heart tissue. Consequently, as regards the therapeutic approach for patients with liver disease receiving propranolol their propranolol dosage should be reduced when lidocaine is co-administered.
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Affiliation(s)
- A Kotsiou
- Department of Pharmacology, Medical School, University of Athens, Greece
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Nagilla R, Frank KA, Jolivette LJ, Ward KW. Investigation of the utility of published in vitro intrinsic clearance data for prediction of in vivo clearance. J Pharmacol Toxicol Methods 2006; 53:106-16. [PMID: 16188462 DOI: 10.1016/j.vascn.2005.08.005] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2005] [Accepted: 08/22/2005] [Indexed: 11/20/2022]
Abstract
INTRODUCTION This study was conducted to compare and contrast published in vitro intrinsic clearance values reported for compounds from different laboratories and the predictivity of these data to project in vivo clearance. METHODS A total of 103 compounds were selected for investigation and an exhaustive literature search was conducted to identify in vitro intrinsic clearance (CL,i) values for comparative purposes. The simple well-stirred model was used to predict in vivo clearance using these in vitro intrinsic clearance values. RESULTS Data were available in the literature for <10% of the compounds of interest in rat, dog, monkey, or human S9, as well as <10% for dog or monkey microsomes or hepatocytes. Therefore, this comparative exercise was limited to rat and human microsomes and hepatocytes. Examination of the available CL,i values indicated a substantial (up to 100 s-fold) variation in values reported in the literature; this variability translated into substantial variation in predicted in vivo clearance. DISCUSSION The literature paucity and variability described here demonstrate the importance of generating experimentally consistent de novo CL,i data for the purpose of method validation or in vitro-in vivo scaling.
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Affiliation(s)
- Rakesh Nagilla
- Preclinical Drug Discovery, Cardiovascular and Urogenital Center of Excellence in Drug Discovery, GlaxoSmithKline, UW 2725, 709 Swedeland Road, King of Prussia, PA 19406, USA.
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de Graaf IAM, de Kanter R, de Jager MH, Camacho R, Langenkamp E, van de Kerkhof EG, Groothuis GMM. EMPIRICAL VALIDATION OF A RAT IN VITRO ORGAN SLICE MODEL AS A TOOL FOR IN VIVO CLEARANCE PREDICTION. Drug Metab Dispos 2006; 34:591-9. [PMID: 16415126 DOI: 10.1124/dmd.105.006726] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Tissue slices have been shown to be a valuable tool to predict metabolism of novel drugs. However, besides the numerous advantages of their use for this purpose, some potential drawbacks also exist, including reported poor penetration of drugs into the inner cell layers of slices and loss of metabolic capacity during prolonged incubation, leading to underprediction of metabolic clearance. In the present study, we empirically identified (and quantified) sources of underprediction using rat tissue slices of lung, intestine, kidney, and liver and found that thin liver slices (+/-100 mum) metabolized model substrates (7-hydroxycoumarin, testosterone, warfarin, 7-ethoxycoumarin, midazolam, haloperidol, and quinidine) as rapidly as isolated hepatocytes. Furthermore, it was found that organ slices remain metabolically active for sufficient periods of incubation, enabling study of the kinetics of low clearance compounds. In addition, we determined the influence of albumin on the clearance prediction of six model substrates. For three of these substrates, the intrinsic clearance in the presence of albumin was approximately 3 times higher than that obtained from incubations without albumin, but corrected for unbound fraction. This resulted in a much more accurate prediction of in vivo whole body metabolic clearance for these compounds. Collectively, these results show that drawbacks of the use of slices for clearance prediction are largely surmountable. Provided that thin liver slices and physiological albumin concentration are used, whole body metabolic clearance is predicted with acceptable (2-fold) accuracy with organ slices. These results emphasize the applicability of organ slices in this field of research.
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Affiliation(s)
- Inge A M de Graaf
- Pharmacokinetics and Drug Delivery, Groningen University Institute for Drug Exploration, A. Deusinglaan 1, 9713 AV Groningen, The Netherlands.
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Griffin SJ, Houston JB. COMPARISON OF FRESH AND CRYOPRESERVED RAT HEPATOCYTE SUSPENSIONS FOR THE PREDICTION OF IN VITRO INTRINSIC CLEARANCE. Drug Metab Dispos 2004; 32:552-8. [PMID: 15100178 DOI: 10.1124/dmd.32.5.552] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Freshly isolated hepatocytes are currently regarded as the most superior in vitro model for use in prediction studies, in particular to provide estimates of in vivo intrinsic clearance (CL(int)). However, due to their loss of viability within 4 h and a decrease in cytochrome P450-dependent metabolism upon culture, newer cellular models are being developed. Cryopreserved hepatocytes have several potential advantages, but to date evaluation of the utility of this model for estimating in vitro CL(int) has been limited to the substrate depletion approach. We have incubated eight compounds with suspensions of freshly isolated and cryopreserved rat hepatocytes and obtained in vitro CL(int) via metabolite formation kinetics (for 14 pathways). A substantial range of in vitro CL(int) values (0.1-98 microl/min/10(6)cells) was obtained in both models, and the freshly isolated suspension data were in good agreement with the literature. Cryopreserved suspensions were able to give a comparable estimation (within 2-fold) of in vitro CL(int) to fresh cells for six pathways, namely tolbutamide, three diazepam metabolites, propranolol, and 7-hydroxylation of warfarin. A higher estimation of in vitro CL(int) was obtained for the three other metabolites of warfarin due to a decrease in the K(M) values. Lower estimations of in vitro CL(int) were observed for four compounds (six pathways), and this was particularly pronounced (4-16%) for pathways showing atypical Michaelis-Menten kinetic profiles (dextromethorphan, nordiazepam) but less so (25-45%) for pathways showing biphasic Michaelis-Menten kinetics (7-ethoxycoumarin and phenytoin).
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Affiliation(s)
- Sarah J Griffin
- School of Pharmacy and Pharmaceutical Sciences, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom
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Imai T, Yoshigae Y, Hosokawa M, Chiba K, Otagiri M. Evidence for the Involvement of a Pulmonary First-Pass Effect via Carboxylesterase in the Disposition of a Propranolol Ester Derivative after Intravenous Administration. J Pharmacol Exp Ther 2003; 307:1234-42. [PMID: 14534358 DOI: 10.1124/jpet.103.056499] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The disposition kinetics of O-butyryl propranolol (butyryl-PL), a model compound containing an ester moiety, after intravenous administration was compared with that of PL in rats and beagle dogs. Rats showed only 30% conversion of butyryl-PL to PL up to 2 h after dosing, whereas dogs showed nearly complete conversion within 10 min after administration. The CL(total) of butyryl-PL in rats was 5.8 l/h/kg and that in dogs was 65.6 +/- 18.6 l/h/kg, both of which were greater than hepatic blood flow. The in vivo conversion from butyryl-PL to PL in the rat could be explained on the basis of the hydrolysis characteristics in the liver and blood. The in vitro hydrolysis data and the in vivo data after intra-arterial administration clearly demonstrated that the extremely high CL(total) of butyryl-PL in dogs was dependent on first-pass hydrolysis in the lung in addition to hydrolysis at a blood flow-limited rate in the liver and kidney. The availability of butyryl-PL after passage through the lung was 50%. Furthermore, the isoform of carboxylesterase involved in the pulmonary hydrolysis of butyryl-PL in the dog was identified as D1, a CES-1 group enzyme. However, butyryl-PL was not recognized as a substrate by CES-1 family carboxylesterases, which are present at high levels in the rat lung (RH-1) and kidney (RL-1). These findings indicate that extrahepatic metabolism, especially in the lung, is important in the disposition of drugs containing an ester moiety after intravenous administration and that the substrate specificity of carboxylesterase isozyme distinguishes from others.
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Affiliation(s)
- Teruko Imai
- Faculty of Pharmaceutical Sciences, Kumamoto University, 5-1 Oe-honmachi, Kumamoto 862-0973, Japan.
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Poulin P, Theil FP. Prediction of pharmacokinetics prior to in vivo studies. II. Generic physiologically based pharmacokinetic models of drug disposition. J Pharm Sci 2002; 91:1358-70. [PMID: 11977112 DOI: 10.1002/jps.10128] [Citation(s) in RCA: 212] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Many in vitro data on physicochemical properties and specific absorption, distribution, metabolism, and elimination (ADME) processes are already available at early stages of drug discovery. These data about new drug candidates could be integrated/connected in physiologically based pharmacokinetic (PBPK) models to estimate a priori the overall plasma and tissue kinetic behaviors under in vivo conditions. The objective of the present study was to illustrate that generic PBPK models integrating such data can be developed in drug discovery prior to any in vivo studies. This approach was illustrated with three example compounds, including two lipophilic bases (diazepam, propranolol) and one neutral more hydrophilic drug (ethoxybenzamide). Distribution and liver metabolism were the processes integrated in the generic rat PBPK models of disposition. Tissue:plasma partition coefficients (P(t:p)s) used for description of distribution were estimated from established tissue composition-based equations, which need only in vitro data on drug lipophilicity and plasma protein binding as sole input parameters. Furthermore, data on intrinsic clearance (CL(int)) determined in vitro with hepatocytes were scaled to the in vivo situation to estimate hepatic metabolic clearance. These prediction approaches were both incorporated in the PBPK models to enable automated estimation of distribution and liver metabolism for each drug studied. The generic PBPK models suggested can simulate a priori concentration-time profiles of plasma and several tissues after intravenous administrations to rat. The results indicate that most of the simulated concentration-time profiles of plasma and 10 tissues are in reasonable agreement with the corresponding experimental data determined in vivo (less than a factor of two). However, some more relevant deviations were observed for specific tissues (brain and gut for diazepam; liver and gut for ethoxybenzamide; lung for propranolol) because of important ADME processes were probably neglected in the PBPK models of these drugs. In this context, generic PBPK models were also used for mechanistic evaluations of pharmacokinetics for generating research hypotheses to understand these deviations. Overall, the present generic and integrative PBPK approach of drug disposition suggested as a tool for a priori simulations and mechanistic evaluations of pharmacokinetics has the potential to improve the selection and optimization of new drug candidates.
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Affiliation(s)
- Patrick Poulin
- F. Hoffmann-La Roche Ltd., Pharmaceuticals Division, Non-Clinical Development--Drug Safety, PRNS Bau: 69/101, CH-4070 Basel, Switzerland.
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Ott P. Hepatic elimination of indocyanine green with special reference to distribution kinetics and the influence of plasma protein binding. PHARMACOLOGY & TOXICOLOGY 1998; 83 Suppl 2:1-48. [PMID: 9695126 DOI: 10.1111/j.1600-0773.1998.tb01945.x] [Citation(s) in RCA: 74] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Affiliation(s)
- P Ott
- Rigshospitalet, Copenhagen, Denmark
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Villeneuve JP, Dagenais M, Huet PM, Lapointe R, Roy A, Marleau D. Clearance by the liver in cirrhosis. III. Propranolol uptake by the isolated perfused human liver. Can J Physiol Pharmacol 1996. [DOI: 10.1139/y96-148] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Sutto F, Brault A, Lepage R, Huet PM. Metabolism of hyaluronic acid by liver endothelial cells: effect of ischemia-reperfusion in the isolated perfused rat liver. J Hepatol 1994; 20:611-6. [PMID: 8071537 DOI: 10.1016/s0168-8278(05)80348-4] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Liver endothelial cells appear to be particularly vulnerable to cold ischemia reperfusion. However, their function has not yet been evaluated, except using electron microscopic changes and trypan blue exclusion (an index of cell death). Hyaluronic acid is a polysaccharide highly extracted by normal liver endothelial cells. We thus evaluated liver endothelial cell function by measuring hyaluronic acid elimination in a model of ischemia-reperfusion injury using isolated perfused Wistar rat livers. We compared the effects of two preservation solutions during cold ischemia (4 degrees C): normal saline with 2 mM CaCl2 (4 h and 8 h ischemia) and the University of Wisconsin solution (8 h and 24 h ischemia). Eliminations were measured during two 40-min periods before and after ischemia; during each period, hyaluronic acid (150 ng/ml) and also, to evaluate hepatocyte function, propranolol (100 ng/ml) were infused into the reservoir. We show that, whatever the preservation solution or time used, liver endothelial cell function is altered to a larger extent than hepatocyte function. University of Wisconsin solution does not appear to protect liver endothelial cells during preservation, particularly after 24 h of cold ischemia. Hyaluronic acid elimination can be a useful tool in the investigation of an ideal preservation solution to protect liver endothelial cells from ischemia-reperfusion damage.
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Affiliation(s)
- F Sutto
- Centre de Recherche Clinique André-Viallet, Hôpital Saint-Luc, Montreal, Quebec, Canada
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Keiding S, Ott P, Bass L. Enhancement of unbound clearance of ICG by plasma proteins, demonstrated in human subjects and interpreted without assumption of facilitating structures. J Hepatol 1993; 19:327-44. [PMID: 8151094 DOI: 10.1016/s0168-8278(05)80541-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
The kinetics of hepatic removal of protein-bound substances were studied in nine human subjects with various liver diseases by the use of indocyanine green as a model substance. Intrinsic hepatic clearance of indocyanine green was measured by means of a constant infusion of indocyanine green and concentration measurements of indocyanine green in arterial and hepatic venous plasma samples. During the indocyanine green infusion, 1-1.51 of dextran-70 was given whereby a stable dilution of the plasma protein concentration by a factor of 0.6-0.8 was obtained. In each of the subjects, the intrinsic clearance of indocyanine green increased after the protein dilution (range 11-64%). Elimination of ethanol (not protein bound), similarly assessed, was not significantly changed. The traditional hypothesis that unbound clearance (intrinsic clearance divided by the free fraction of the ligand) is independent of protein concentration was refuted since in each of the subjects the protein dilution was followed by a reduction of the unbound clearance of ICG (P < 0.005, n = 9). We examined whether these observations imply some special mechanism (e.g. a hepatocyte protein receptor) by which the unbound clearance is enhanced by the binding protein(s). The previously developed pseudofacilitation model--describing the effects of ligand-protein diffusion and dissociation in an unstirred plasma layer near the hepatocyte--was extended to the case of a mixture of binding proteins, and parameter-free bounds were derived to predict the response of intrinsic clearance to protein dilution. The observed changes of the intrinsic clearance values did not violate these bounds (P < 0.002, n = 9). Thus no facilitating mechanisms are necessary to account for the observed deviations from the traditional hypothesis.
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Affiliation(s)
- S Keiding
- Medical Department A, Rigshospitalet, Copenhagen, Denmark
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Gariépy L, Fenyves D, Kassissia I, Villeneuve JP. Clearance by the liver in cirrhosis. II. Characterization of propranolol uptake with the multiple-indicator dilution technique. Hepatology 1993; 18:823-31. [PMID: 8406355 DOI: 10.1002/hep.1840180412] [Citation(s) in RCA: 27] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
We studied the steady-state hepatic extraction and single-pass hepatic uptake of propranolol in isolated perfused livers from normal rats and compared these values with those of rats with carbon tetrachloride-induced cirrhosis, rats treated with chlorpromazine (an inhibitor of propranolol metabolism) and rats with acute liver injury. The kinetics of propranolol transport in the liver were characterized by means of the multiple-indicator dilution technique, and estimates of cellular influx, efflux and sequestration rate constants were obtained with a computer fit to the model of Goresky. The outflow pattern of propranolol in the hepatic veins was then resolved into throughput material, which had swept past the hepatocytes along with albumin, and returning material, which had entered the cells but returned in the outflow after escaping metabolic sequestration. The steady-state extraction of propranolol was significantly decreased in the three experimental groups compared with that in controls, but the outflow profile differed within each group. In cirrhotic animals, influx was markedly decreased and the sequestration rate constant remained unchanged; most of the propranolol in the outflow consisted of throughput material. In rats treated with chlorpromazine, the sequestration rate constant was decreased, and propranolol in the outflow was mainly returning material. In rats with acute liver injury, both influx and sequestration rate constants were decreased. Indicator dilution curves for nonsequestered tracers showed a decreased transit time for red blood cells and abnormal diffusion of albumin and sucrose into the space of Disse in cirrhotic rats compared with the other groups.(ABSTRACT TRUNCATED AT 250 WORDS)
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Affiliation(s)
- L Gariépy
- Division of Hepatology, Hôpital Saint-Luc, Montréal, Quebec, Canada
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