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Research ArticleArticle

Successful Prediction of In Vivo Hepatobiliary Clearances and Hepatic Concentrations of Rosuvastatin Using Sandwich-Cultured Rat Hepatocytes, Transporter-Expressing Cell Lines, and Quantitative Proteomics

Kazuya Ishida, Mohammed Ullah, Beáta Tóth, Viktoria Juhasz and Jashvant D. Unadkat
Drug Metabolism and Disposition January 2018, 46 (1) 66-74; DOI: https://doi.org/10.1124/dmd.117.076539
Kazuya Ishida
Department of Pharmaceutics, University of Washington, Seattle, Washington (K.I., J.D.U.); Cellular Transport Group, Pharmaceutical Sciences, Roche Innovation Centre Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland (M.U.); and SOLVO Biotechnology, Budaörs, Hungary (B.T., V.J.)
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Mohammed Ullah
Department of Pharmaceutics, University of Washington, Seattle, Washington (K.I., J.D.U.); Cellular Transport Group, Pharmaceutical Sciences, Roche Innovation Centre Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland (M.U.); and SOLVO Biotechnology, Budaörs, Hungary (B.T., V.J.)
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Beáta Tóth
Department of Pharmaceutics, University of Washington, Seattle, Washington (K.I., J.D.U.); Cellular Transport Group, Pharmaceutical Sciences, Roche Innovation Centre Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland (M.U.); and SOLVO Biotechnology, Budaörs, Hungary (B.T., V.J.)
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Viktoria Juhasz
Department of Pharmaceutics, University of Washington, Seattle, Washington (K.I., J.D.U.); Cellular Transport Group, Pharmaceutical Sciences, Roche Innovation Centre Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland (M.U.); and SOLVO Biotechnology, Budaörs, Hungary (B.T., V.J.)
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Jashvant D. Unadkat
Department of Pharmaceutics, University of Washington, Seattle, Washington (K.I., J.D.U.); Cellular Transport Group, Pharmaceutical Sciences, Roche Innovation Centre Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland (M.U.); and SOLVO Biotechnology, Budaörs, Hungary (B.T., V.J.)
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  • Fig. 1.
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    Fig. 1.

    Typical observed and predicted cellular accumulation and efflux profiles of [3H]-RSV in two lots of SCRHs, each showing modest (RSD288) or no (RSD294) biliary efflux of RSV. Circles/solid line and triangles/dashed line indicate the observed/predicted [3H]-RSV and [3H]-RSV lactone cellular accumulation (A, B, E, and F) or efflux (C, D, G, and H) of [3H]-RSV into the buffer with Ca2+-containing and Ca2+-free HBSS, respectively. The small difference (RSD288) or lack of difference (RSD294) in the cellular accumulation of [3H]-RSV between Ca2+-containing and Ca2+-free HBSS indicate modest or no biliary efflux of [3H]-RSV. (B, D, F, and H) The [3H]-RSV profiles in the presence of unlabeled 1 mM RSV.

  • Fig. 2.
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    Fig. 2.

    Comparison of in vivo hepatobiliary clearance of RSV predicted from SCRHs with our previous PET imaging study. RSV Embedded Image in SCRHs was significantly lower than that observed in our PET imaging study (He et al., 2014). In contrast, the in vivo RSV Embedded Image and Embedded Image values were well predicted by SCRHs. The inset shows RSV Embedded Image and Embedded Image values estimated using SCRHs. The data shown are the mean ± S.D. values from three rats (from our previous PET imaging study), with six lots of SCRHs for Embedded Image and Embedded Image or three lots of SCRHs for Embedded Image *P < 0.05, significantly different from our previous PET imaging study.

  • Fig. 3.
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    Fig. 3.

    Oatp protein expression in the SD rat liver and SCRHs. The expression of Oatp transporter proteins in SCRHs was significantly lower than that in the rat liver [data are from the study by Wang et al. (2015)]. The data shown are the mean ± S.D. of six SD rat livers and three lots of SCRHs. *P < 0.05, significantly different from SD rat livers.

  • Fig. 4.
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    Fig. 4.

    Comparison of recreated in silico Embedded Image of RSV with Embedded Image values in SCRHs or from our previous PET imaging study. The recreated in silico RSV Embedded Image or Embedded Image better estimated the observed Embedded Image in SCRHs (A) or in vivo (B). In addition, the recreated in silico Embedded Image, Embedded Image, Embedded Image values of RSV were within 2-fold to 3-fold of Embedded Image values estimated from SCRHs (A) or in vivo Embedded Image (B). Embedded Image, Embedded Image, Embedded Image, Embedded Image, and Embedded Image values indicate the total Embedded Image values estimated from SCRHs not corrected for the Oatp protein expression, the recreated in silico Embedded Image values from Oatp-expressing cells (active) and SCRHs (passive), the recreated in silico Embedded Image values from Oatp-expressing cells (active) and CHO-mock cells (passive), the recreated in silico Embedded Image values from Oatp-expressing cells (active) and HEK293-mock cells (passive), and total Embedded Image values in our previous in vivo PET imaging study, respectively. The data shown are the mean ± S.D. of three lots of SCRHs, three rats (from our previous PET imaging study, He et al. (2014)), and six rat livers (Wang et al., 2015). †P < 0.05 significantly different from Embedded Image.

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    Fig. 5.

    Simulated RSV hepatic concentrations based on hepatobiliary clearances of the drug estimated from Oatp-expressing cells and SCRHs. The mean predicted hepatic concentration of RSV (orange solid line), generated from the estimated Embedded Image, Embedded Image, and Embedded Image values from SCRHs (see Materials and Methods), fell within the 95% CI of the observed concentrations in our previous in vivo PET imaging study (blue circles and gray dashed lines) (He et al., 2014), suggesting an excellent agreement between the observed and predicted hepatic RSV concentrations.

Tables

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    TABLE 1

    Estimates of [3H]-RSV hepatobiliary CLs in SCRHs in the presence of unlabeled RSV (0.5 µM or 1 mM)

    Data are the mean ± S.D. of six lots (in the presence of 0.5 µM unlabeled RSV) or five lots (in the presence of 1 mM unlabeled RSV) of SCRH.

    CL
    0.5 µM1 mM
    µl/min per milligram protein
    Embedded Image27.7 ± 7.182.14 ± 0.49*
    Embedded Image0.56 ± 0.401.86 ± 0.95*
    Embedded Image0.32 ± 0.24a0 (fixed)b
    Embedded Image32.1 ± 14.2
    Embedded Image142 ± 70
    Embedded Image0.097 ± 0.062c
    Embedded Image (min−1)0.108d
    • ↵a Embedded Image in the presence of 0.5 µM unlabeled RSV was detected in only three lots of SCRHs.

    • ↵b Embedded Image in the presence of 1 mM unlabeled RSV was virtually zero and therefore could not be estimated. Consequently, this value was fixed as 0.

    • ↵c Embedded Image could be estimated in only five lots of SCRHs.

    • ↵d Embedded Image could be estimated in only two lots of SCRHs; therefore, only the mean values of Embedded Image are shown.

    • ↵* P < 0.05 significantly different from the CL in the presence of 0.5 µM CL.

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    TABLE 2

    Protein expression of oatps and transport-mediated intrinsic Embedded Imageof RSV in CHO-Oatp1a1, HEK293-Oatp1a4, and HEK293-Oatp1b2 cells

    Data are the mean ± S.D. of triplicate determination. Transporter-mediated uptake CL of RSV was calculated as the ratio of RSV transporter-mediated uptake (uptake in transfected cells minus that in mock cells) over 5 s (Oatp1a1) or 15 s (Oatp1a4 and Oatp1b2) and the total buffer RSV concentration (0.07 µM).

    Oatp IsoformTransporter ExpressionIntrinsic Embedded Image
    µl/min per mg total proteinµl/min per femtomol transporter
    fmol/µg membrane protein
    1a16.72 ± 0.634590.113
    1a42.61 ± 0.2554.00.043
    1b218.1 ± 1.791430.015
    • View popup
    TABLE 3

    Embedded Image values estimated from SCRHs, CHO-mock cells, and HEK293-mock cells

    Data shown are the mean ± S.D. of five lots (SCRHs), three independent experiments (CHO-mock cells), or six independent experiments (HEK293-mock cells).

    CellsEmbedded Image
    µl/min per milligram protein
    SCRH2.14 ± 0.49
    CHO-mock47.6 ± 10.1
    HEK293-mock5.68 ± 0.21

Additional Files

  • Figures
  • Tables
  • Data Supplement

    • Supplemental Data -

      Supplemental Figure 1 - Microscopic Images of SCRH

      Supplemental Figure 2 - Observed and Predicted Cellular Accumulation and Efflux Profiles of [3H]-RSV in the Remaining Four Lots of SCRH

      Supplemental Table 1 - LC Condition for Surrogate Peptide Quantification

      Supplemental Table 2 - Surrogate Peptides of Rat Hepatic Oatps and Their MS/MS Parameters

      Supplemental Table 3 - Estimates of [3H]-RSV Hepatobiliary Clearances in SCRH in the presence of unlabeled RSV (0.5 μM or 1 mM) and the corresponding Biliary Excretion Index (BEI) of RSV and Taurocholic acid (TCA)

      Supplemental Table 4 - The Percentage of Total Radioactivity Associated with RSV and RSV Lactone in SCRH Incubated with 0.5 μM RSV (data are mean ± SD and range of 3 lots of SCRH)

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Drug Metabolism and Disposition: 46 (1)
Drug Metabolism and Disposition
Vol. 46, Issue 1
1 Jan 2018
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Research ArticleArticle

Successful IVIVE of Rat Hepatic Rosuvastatin Disposition

Kazuya Ishida, Mohammed Ullah, Beáta Tóth, Viktoria Juhasz and Jashvant D. Unadkat
Drug Metabolism and Disposition January 1, 2018, 46 (1) 66-74; DOI: https://doi.org/10.1124/dmd.117.076539

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Research ArticleArticle

Successful IVIVE of Rat Hepatic Rosuvastatin Disposition

Kazuya Ishida, Mohammed Ullah, Beáta Tóth, Viktoria Juhasz and Jashvant D. Unadkat
Drug Metabolism and Disposition January 1, 2018, 46 (1) 66-74; DOI: https://doi.org/10.1124/dmd.117.076539
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