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Erschienen in: Clinical Pharmacokinetics 12/2012

01.12.2012 | Original Research Article

Pharmacokinetic Modelling of Efavirenz, Atazanavir, Lamivudine and Tenofovir in the Female Genital Tract of HIV-Infected Pre-Menopausal Women

verfasst von: Julie B. Dumond, Melanie R. Nicol, Racheal N. Kendrick, Samira M. Garonzik, Kristine B. Patterson, Myron S. Cohen, Alan Forrest, Angela D. M. Kashuba

Erschienen in: Clinical Pharmacokinetics | Ausgabe 12/2012

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Abstract

Background and Objectives

A previously published study of antiretroviral pharmacokinetics in the female genital tract of HIV-infected women demonstrated differing degrees of female genital tract penetration among antiretrovirals. These blood plasma (BP) and cervicovaginal fluid (CVF) data were co-modelled for four antiretrovirals with varying CVF exposures.

Methods

Six paired BP and CVF samples were collected over 24 h, and antiretroviral concentrations determined using validated liquid chromatography (LC) with UV detection or LC-mass spectrometry analytical methods. For each antiretroviral, a BP model was fit using Bayesian estimation (ADAPT5), followed by addition of a CVF model. The final model was chosen based on graphical and statistical output, and then non-linear mixed-effects modelling using S-ADAPT was performed. Population mean parameters and their variability are reported. Model-predicated area under the concentration–time curve during the dosing interval (AUCτ) and exposure ratios of CVF AUCτ:BP AUCτ were calculated for each drug.

Results

The base model uses first-order absorption with a lag time, a two-compartment model, and a series of transit compartments that transfer the drug from BP to CVF. Protein-unbound drug transfers into CVF for efavirenz and atazanavir; total drug transfers for lamivudine and tenofovir. CVF follows a one-compartment model for efavirenz and atazanavir, and a two-compartment model for lamivudine and tenofovir. As expected, inter-individual variability was high. Model-predicted CVF AUCτ:BP AUCτ ratios are consistent with published results.

Conclusions

This is the first pharmacokinetic modelling of antiretroviral disposition in BP and CVF. These models will be further refined with tissue data, and used in clinical trials simulations to inform future studies of HIV pre-exposure prophylaxis in women.
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Literatur
1.
Zurück zum Zitat Cohen MS, Chen YQ, McCauley M, Gamble T, Hosseinipour MC, Kumarasamy N, et al. Prevention of HIV-1 infection with early antiretroviral therapy. N Engl J Med. 2011;365:493–505.CrossRefPubMedPubMedCentral Cohen MS, Chen YQ, McCauley M, Gamble T, Hosseinipour MC, Kumarasamy N, et al. Prevention of HIV-1 infection with early antiretroviral therapy. N Engl J Med. 2011;365:493–505.CrossRefPubMedPubMedCentral
2.
Zurück zum Zitat Quinn TC, Wawer MJ, Sewankambo N, Serwadda D, Li C, Wabwire-Mangen F, et al. Viral load and heterosexual transmission of human immunodeficiency virus type 1. N Engl J Med. 2000;342:921–9.CrossRefPubMed Quinn TC, Wawer MJ, Sewankambo N, Serwadda D, Li C, Wabwire-Mangen F, et al. Viral load and heterosexual transmission of human immunodeficiency virus type 1. N Engl J Med. 2000;342:921–9.CrossRefPubMed
3.
Zurück zum Zitat Eron JJ Jr, Smeaton LM, Fiscus SA, Gulick RM, Currier JS, Lennox JL, et al. The effects of protease inhibitor therapy on human immunodeficiency virus type 1 levels in semen (AIDS Clinical Trials Group Protocol 850). J Infect Dis. 2000;181:1622–8.CrossRefPubMed Eron JJ Jr, Smeaton LM, Fiscus SA, Gulick RM, Currier JS, Lennox JL, et al. The effects of protease inhibitor therapy on human immunodeficiency virus type 1 levels in semen (AIDS Clinical Trials Group Protocol 850). J Infect Dis. 2000;181:1622–8.CrossRefPubMed
4.
Zurück zum Zitat Cu-Uvin S, Caliendo AM, Reinert S, Chang A, Juliano-Remollino C, Flanigan TP, et al. Effect of highly active antiretroviral therapy on cervicovaginal HIV-1 RNA. AIDS. 2000;14:415–21.CrossRefPubMed Cu-Uvin S, Caliendo AM, Reinert S, Chang A, Juliano-Remollino C, Flanigan TP, et al. Effect of highly active antiretroviral therapy on cervicovaginal HIV-1 RNA. AIDS. 2000;14:415–21.CrossRefPubMed
5.
Zurück zum Zitat Launay O, Tod M, Tschöpe I, Si-Mohamed A, Bélarbi L, Charpentier C, et al. Residual HIV-1 RNA and HIV-1 DNA production in the genital tract reservoir of women treated with HAART: the prospective ANRS EP24 GYNODYN study. Antivir Ther. 2011;16:843–52.CrossRefPubMed Launay O, Tod M, Tschöpe I, Si-Mohamed A, Bélarbi L, Charpentier C, et al. Residual HIV-1 RNA and HIV-1 DNA production in the genital tract reservoir of women treated with HAART: the prospective ANRS EP24 GYNODYN study. Antivir Ther. 2011;16:843–52.CrossRefPubMed
6.
Zurück zum Zitat Mitchell C, Hitti J, Paul K, Agnew K, Cohn SE, Luque AE, et al. Cervicovaginal shedding of HIV type 1 is related to genital tract inflammation independent of changes in vaginal microbiota. AIDS Res Hum Retroviruses. 2011;27:35–9.CrossRefPubMedPubMedCentral Mitchell C, Hitti J, Paul K, Agnew K, Cohn SE, Luque AE, et al. Cervicovaginal shedding of HIV type 1 is related to genital tract inflammation independent of changes in vaginal microbiota. AIDS Res Hum Retroviruses. 2011;27:35–9.CrossRefPubMedPubMedCentral
7.
Zurück zum Zitat Henning TR, Kissinger P, Lacour N, Meyaski-Schluter M, Clark R, Amedee AM. Elevated cervical white blood cell infiltrate is associated with genital HIV detection in a longitudinal cohort of antiretroviral therapy-adherent women. J Infect Dis. 2010;202:1543–52.CrossRefPubMed Henning TR, Kissinger P, Lacour N, Meyaski-Schluter M, Clark R, Amedee AM. Elevated cervical white blood cell infiltrate is associated with genital HIV detection in a longitudinal cohort of antiretroviral therapy-adherent women. J Infect Dis. 2010;202:1543–52.CrossRefPubMed
8.
Zurück zum Zitat Lorello G, la Porte C, Pilon R, Zhang G, Karnauchow T, MacPherson P. Discordance in HIV-1 viral loads and antiretroviral drug concentrations comparing semen and blood plasma. HIV Med. 2009;10:548–54.CrossRefPubMed Lorello G, la Porte C, Pilon R, Zhang G, Karnauchow T, MacPherson P. Discordance in HIV-1 viral loads and antiretroviral drug concentrations comparing semen and blood plasma. HIV Med. 2009;10:548–54.CrossRefPubMed
9.
Zurück zum Zitat Kovacs A, Wasserman SS, Burns D, Wright DJ, Cohn J, Landay A, et al. Determinants of HIV-1 shedding in the genital tract of women. Lancet. 2001;358:1593.CrossRefPubMed Kovacs A, Wasserman SS, Burns D, Wright DJ, Cohn J, Landay A, et al. Determinants of HIV-1 shedding in the genital tract of women. Lancet. 2001;358:1593.CrossRefPubMed
10.
Zurück zum Zitat Si-Mohamed A, Kazatchkine MD, Heard I, Goujon C, Prazuck T, Aymard G, et al. Selection of drug-resistant variants in the female genital tract of human immunodeficiency virus type 1-infected women receiving antiretroviral therapy. J Infect Dis. 2000;182:112–22.CrossRefPubMed Si-Mohamed A, Kazatchkine MD, Heard I, Goujon C, Prazuck T, Aymard G, et al. Selection of drug-resistant variants in the female genital tract of human immunodeficiency virus type 1-infected women receiving antiretroviral therapy. J Infect Dis. 2000;182:112–22.CrossRefPubMed
11.
Zurück zum Zitat Else LJ, Taylor S, Back DJ, Khoo SH. Pharmacokinetics of antiretroviral drugs in anatomical sanctuary sites: the male and female genital tract. Antivir Ther. 2011;16:1149–67.CrossRefPubMed Else LJ, Taylor S, Back DJ, Khoo SH. Pharmacokinetics of antiretroviral drugs in anatomical sanctuary sites: the male and female genital tract. Antivir Ther. 2011;16:1149–67.CrossRefPubMed
13.
Zurück zum Zitat Dumond JB, Yeh RF, Patterson KB, Corbett AH, Jung BH, Rezk NL, et al. Antiretroviral drug exposure in the female genital tract: implications for oral pre- and post-exposure prophylaxis. AIDS. 2007;21:1899–907.CrossRefPubMedPubMedCentral Dumond JB, Yeh RF, Patterson KB, Corbett AH, Jung BH, Rezk NL, et al. Antiretroviral drug exposure in the female genital tract: implications for oral pre- and post-exposure prophylaxis. AIDS. 2007;21:1899–907.CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Bristol-Myers Squibb Company. Sustiva (efavirenz) full U.S. prescribing information. Princeton: Bristol-Myers Squibb Company; 2009. Bristol-Myers Squibb Company. Sustiva (efavirenz) full U.S. prescribing information. Princeton: Bristol-Myers Squibb Company; 2009.
15.
Zurück zum Zitat Bristol-Myers Squibb Company. Reyataz (atazanavir) full U.S. prescribing information. Princeton: Bristol-Myers Squibb Company; 2009. Bristol-Myers Squibb Company. Reyataz (atazanavir) full U.S. prescribing information. Princeton: Bristol-Myers Squibb Company; 2009.
16.
Zurück zum Zitat Gilead Sciences. Viread full U.S. prescribing information. Foster City: Gilead Sciences; 2012. Gilead Sciences. Viread full U.S. prescribing information. Foster City: Gilead Sciences; 2012.
17.
Zurück zum Zitat ViiV Healthcase/GlaxoSmithKline. Epivir full U.S. prescribing information. Research Triangle Park: ViiV Healthcase/GlaxoSmithKline; 2011. ViiV Healthcase/GlaxoSmithKline. Epivir full U.S. prescribing information. Research Triangle Park: ViiV Healthcase/GlaxoSmithKline; 2011.
18.
Zurück zum Zitat Jung BH, Rezk NL, Bridges AS, Corbett AH, Kashuba ADM. Simultaneous determination of 17 antiretroviral drugs in human plasma for quantitative analysis with liquid chromatography–tandem mass spectrometry. Biomed Chromatogr. 2007;21:1095–104.CrossRefPubMed Jung BH, Rezk NL, Bridges AS, Corbett AH, Kashuba ADM. Simultaneous determination of 17 antiretroviral drugs in human plasma for quantitative analysis with liquid chromatography–tandem mass spectrometry. Biomed Chromatogr. 2007;21:1095–104.CrossRefPubMed
19.
Zurück zum Zitat Rezk NL, Crutchley RD, Kashuba ADM. Simultaneous quantification of emtricitabine and tenofovir in human plasma using high-performance liquid chromatography after solid phase extraction. J Chromatogr B Anal Technol Biomed Life Sci. 2005;822:201–8.CrossRef Rezk NL, Crutchley RD, Kashuba ADM. Simultaneous quantification of emtricitabine and tenofovir in human plasma using high-performance liquid chromatography after solid phase extraction. J Chromatogr B Anal Technol Biomed Life Sci. 2005;822:201–8.CrossRef
20.
Zurück zum Zitat Rezk NL, Tidwell RR, Kashuba ADM. Simultaneous determination of six HIV nucleoside analogue reverse transcriptase inhibitors and nevirapine by liquid chromatography with ultraviolet absorbance detection. J Chromatogr B Anal Technol Biomed Life Sci. 2003;791:137–47.CrossRef Rezk NL, Tidwell RR, Kashuba ADM. Simultaneous determination of six HIV nucleoside analogue reverse transcriptase inhibitors and nevirapine by liquid chromatography with ultraviolet absorbance detection. J Chromatogr B Anal Technol Biomed Life Sci. 2003;791:137–47.CrossRef
21.
Zurück zum Zitat Rezk NL, Tidwell RR, Kashuba ADM. High-performance liquid chromatography assay for the quantification of HIV protease inhibitors and non-nucleoside reverse transcriptase inhibitors in human plasma. J Chromatogr B Anal Technol Biomed Life Sci. 2004;805:241–7.CrossRef Rezk NL, Tidwell RR, Kashuba ADM. High-performance liquid chromatography assay for the quantification of HIV protease inhibitors and non-nucleoside reverse transcriptase inhibitors in human plasma. J Chromatogr B Anal Technol Biomed Life Sci. 2004;805:241–7.CrossRef
22.
Zurück zum Zitat Rezk NLMS, Crutchley RD, Yeh RFP, Kashuba ADMP. Full validation of an analytical method for the HIV-protease inhibitor atazanavir in combination with 8 other antiretroviral agents and its applicability to therapeutic drug monitoring. Ther Drug Monit. 2006;28:517–25.CrossRefPubMed Rezk NLMS, Crutchley RD, Yeh RFP, Kashuba ADMP. Full validation of an analytical method for the HIV-protease inhibitor atazanavir in combination with 8 other antiretroviral agents and its applicability to therapeutic drug monitoring. Ther Drug Monit. 2006;28:517–25.CrossRefPubMed
23.
Zurück zum Zitat D’Argenio DZ, Schumitzky A, Wang X. ADAPT 5 user’s guide: pharmacokinetic/pharmacodynamic systems analysis software. Los Angeles: Biomedical Simulations Resource; 2009. D’Argenio DZ, Schumitzky A, Wang X. ADAPT 5 user’s guide: pharmacokinetic/pharmacodynamic systems analysis software. Los Angeles: Biomedical Simulations Resource; 2009.
24.
Zurück zum Zitat D’Argenio DZ, Schumitzky A. A program package for simulation and parameter estimation in pharmacokinetic systems. Comput Programs Biomed. 1979;9:115–34.CrossRefPubMed D’Argenio DZ, Schumitzky A. A program package for simulation and parameter estimation in pharmacokinetic systems. Comput Programs Biomed. 1979;9:115–34.CrossRefPubMed
25.
Zurück zum Zitat Beijnen JH, Huitema ADR, Kappelhoff BS, Meenhorst PL, Mulder JW, Prins JM, et al. Population pharmacokinetics of efavirenz in an unselected cohort of HIV-1-infected individuals. Clin Pharmacokinet. 2005;44:849–61.CrossRefPubMed Beijnen JH, Huitema ADR, Kappelhoff BS, Meenhorst PL, Mulder JW, Prins JM, et al. Population pharmacokinetics of efavirenz in an unselected cohort of HIV-1-infected individuals. Clin Pharmacokinet. 2005;44:849–61.CrossRefPubMed
26.
Zurück zum Zitat Colombo S, Buclin T, Cavassini M, Décosterd LA, Telenti A, Biollaz J, et al. Population pharmacokinetics of atazanavir in patients with human immunodeficiency virus infection. Antimicrob Agents Chemother. 2006;50:3801–8.CrossRefPubMedPubMedCentral Colombo S, Buclin T, Cavassini M, Décosterd LA, Telenti A, Biollaz J, et al. Population pharmacokinetics of atazanavir in patients with human immunodeficiency virus infection. Antimicrob Agents Chemother. 2006;50:3801–8.CrossRefPubMedPubMedCentral
27.
Zurück zum Zitat Jullien V, Tréluyer J-M, Rey E, Jaffray P, Krivine A, Moachon L, et al. Population pharmacokinetics of tenofovir in human immunodeficiency virus-infected patients taking highly active antiretroviral therapy. Antimicrob Agents Chemother. 2005;49:3361–6.CrossRefPubMedPubMedCentral Jullien V, Tréluyer J-M, Rey E, Jaffray P, Krivine A, Moachon L, et al. Population pharmacokinetics of tenofovir in human immunodeficiency virus-infected patients taking highly active antiretroviral therapy. Antimicrob Agents Chemother. 2005;49:3361–6.CrossRefPubMedPubMedCentral
28.
Zurück zum Zitat Moore KHP, Yuen GJ, Hussey EK, Pakes GE, Eron JJ, Bartlett JA. Population pharmacokinetics of lamivudine in adult human immunodeficiency virus-infected patients enrolled in two phase III clinical trials. Antimicrob Agents Chemother. 1999;43:3025–9.PubMedPubMedCentral Moore KHP, Yuen GJ, Hussey EK, Pakes GE, Eron JJ, Bartlett JA. Population pharmacokinetics of lamivudine in adult human immunodeficiency virus-infected patients enrolled in two phase III clinical trials. Antimicrob Agents Chemother. 1999;43:3025–9.PubMedPubMedCentral
29.
Zurück zum Zitat Akaike H. A new look at the statistical model identification. IEEE Trans Autom Control. 1974;19:716–23.CrossRef Akaike H. A new look at the statistical model identification. IEEE Trans Autom Control. 1974;19:716–23.CrossRef
30.
Zurück zum Zitat Beal SL. Ways to fit a PK model with some data below the quantification limit. J Pharmacokinet Pharmacodyn. 2001;28:481–504.CrossRefPubMed Beal SL. Ways to fit a PK model with some data below the quantification limit. J Pharmacokinet Pharmacodyn. 2001;28:481–504.CrossRefPubMed
31.
Zurück zum Zitat Bulitta J, Bingölbali A, Shin B, Landersdorfer C. Development of a new pre- and post-processing tool (SADAPT-TRAN) for nonlinear mixed-effects modeling in S-ADAPT. AAPS J. 2011;13:201–11.CrossRefPubMedPubMedCentral Bulitta J, Bingölbali A, Shin B, Landersdorfer C. Development of a new pre- and post-processing tool (SADAPT-TRAN) for nonlinear mixed-effects modeling in S-ADAPT. AAPS J. 2011;13:201–11.CrossRefPubMedPubMedCentral
32.
Zurück zum Zitat Bulitta J, Landersdorfer C. Performance and robustness of the Monte Carlo importance sampling algorithm using parallelized S-ADAPT for basic and complex mechanistic models. AAPS J. 2011;13:212–26.CrossRefPubMedPubMedCentral Bulitta J, Landersdorfer C. Performance and robustness of the Monte Carlo importance sampling algorithm using parallelized S-ADAPT for basic and complex mechanistic models. AAPS J. 2011;13:212–26.CrossRefPubMedPubMedCentral
33.
Zurück zum Zitat Okusanya OO, Hamel J, Rubino CM. SADAPTPlot—an easy-to-use R package for S-ADAPT population analysis post-processing [poster]. American Conference on Pharmacometrics; 2011 Apr 4–7; San Diego. Okusanya OO, Hamel J, Rubino CM. SADAPTPlot—an easy-to-use R package for S-ADAPT population analysis post-processing [poster]. American Conference on Pharmacometrics; 2011 Apr 4–7; San Diego.
34.
Zurück zum Zitat Gagnieu M-C, Barkil ME, Livrozet J-M, Cotte L, Miailhes P, Boibieux A, et al. Population pharmacokinetics of tenofovir in AIDS patients. J Clin Pharmacol. 2008;48:1282–8.CrossRefPubMed Gagnieu M-C, Barkil ME, Livrozet J-M, Cotte L, Miailhes P, Boibieux A, et al. Population pharmacokinetics of tenofovir in AIDS patients. J Clin Pharmacol. 2008;48:1282–8.CrossRefPubMed
35.
Zurück zum Zitat Patterson KB, Prince HA, Kraft E, Jenkins AJ, Shaheen NJ, Rooney JF, et al. Penetration of tenofovir and emtricitabine in mucosal tissues: implications for prevention of HIV-1 transmission. Sci Transl Med. 2011;3:112re4.CrossRefPubMedPubMedCentral Patterson KB, Prince HA, Kraft E, Jenkins AJ, Shaheen NJ, Rooney JF, et al. Penetration of tenofovir and emtricitabine in mucosal tissues: implications for prevention of HIV-1 transmission. Sci Transl Med. 2011;3:112re4.CrossRefPubMedPubMedCentral
36.
Zurück zum Zitat Parkin NT, Hellmann NS, Whitcomb JM, Kiss L, Chappey C, Petropoulos CJ. Natural variation of drug susceptibility in wild-type human immunodeficiency virus type 1. Antimicrob Agents Chemother. 2004;48:437–43.CrossRefPubMedPubMedCentral Parkin NT, Hellmann NS, Whitcomb JM, Kiss L, Chappey C, Petropoulos CJ. Natural variation of drug susceptibility in wild-type human immunodeficiency virus type 1. Antimicrob Agents Chemother. 2004;48:437–43.CrossRefPubMedPubMedCentral
37.
Zurück zum Zitat Salas Herrera IG, Pearson RM, Turner P. Quantitation of albumin and alpha-1-acid glycoprotein in human cervical mucus. Hum Exp Toxicol. 1991;10:137–9.CrossRefPubMed Salas Herrera IG, Pearson RM, Turner P. Quantitation of albumin and alpha-1-acid glycoprotein in human cervical mucus. Hum Exp Toxicol. 1991;10:137–9.CrossRefPubMed
38.
Zurück zum Zitat Dumond JBP, Patterson KBMD, Pecha ALP, Werner REBS, Andrews EP, Damle BP, et al. Maraviroc concentrates in the cervicovaginal fluid and vaginal tissue of HIV-negative women. J Acquir Immune Defic Syndr. 2009;51:546–53.CrossRefPubMedPubMedCentral Dumond JBP, Patterson KBMD, Pecha ALP, Werner REBS, Andrews EP, Damle BP, et al. Maraviroc concentrates in the cervicovaginal fluid and vaginal tissue of HIV-negative women. J Acquir Immune Defic Syndr. 2009;51:546–53.CrossRefPubMedPubMedCentral
39.
Zurück zum Zitat Bonnet B, Diquet B, Duval X, Goujard C, Katlama C, Legrand M, et al. High variability of indinavir and nelfinavir pharmacokinetics in HIV-infected patients with a sustained virological response on highly active antiretroviral therapy. Clin Pharmacokinet. 2005;44:1267–78.CrossRefPubMed Bonnet B, Diquet B, Duval X, Goujard C, Katlama C, Legrand M, et al. High variability of indinavir and nelfinavir pharmacokinetics in HIV-infected patients with a sustained virological response on highly active antiretroviral therapy. Clin Pharmacokinet. 2005;44:1267–78.CrossRefPubMed
40.
Zurück zum Zitat Nettles RE, Kieffer TL, Parsons T, Johnson J, Cofrancesco J Jr, Gallant JE, et al. Marked intraindividual variability in antiretroviral concentrations may limit the utility of therapeutic drug monitoring. Clin Infect Dis. 2006;42:1189–96.CrossRefPubMed Nettles RE, Kieffer TL, Parsons T, Johnson J, Cofrancesco J Jr, Gallant JE, et al. Marked intraindividual variability in antiretroviral concentrations may limit the utility of therapeutic drug monitoring. Clin Infect Dis. 2006;42:1189–96.CrossRefPubMed
41.
Zurück zum Zitat Zhu M, Kaul S, Nandy P, Grasela DM, Pfister M. Model-based approach to characterize efavirenz autoinduction and concurrent enzyme induction with carbamazepine. Antimicrob Agents Chemother. 2009;53:2346–53.CrossRefPubMedPubMedCentral Zhu M, Kaul S, Nandy P, Grasela DM, Pfister M. Model-based approach to characterize efavirenz autoinduction and concurrent enzyme induction with carbamazepine. Antimicrob Agents Chemother. 2009;53:2346–53.CrossRefPubMedPubMedCentral
Metadaten
Titel
Pharmacokinetic Modelling of Efavirenz, Atazanavir, Lamivudine and Tenofovir in the Female Genital Tract of HIV-Infected Pre-Menopausal Women
verfasst von
Julie B. Dumond
Melanie R. Nicol
Racheal N. Kendrick
Samira M. Garonzik
Kristine B. Patterson
Myron S. Cohen
Alan Forrest
Angela D. M. Kashuba
Publikationsdatum
01.12.2012
Verlag
Springer International Publishing
Erschienen in
Clinical Pharmacokinetics / Ausgabe 12/2012
Print ISSN: 0312-5963
Elektronische ISSN: 1179-1926
DOI
https://doi.org/10.1007/s40262-012-0012-y

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