Indinavir Pharmacokinetic Disposition
African American Race
African Americans had 56% faster median IDV CL/F compared with non-African Americans, 1.06 (0.72 to 1.20) versus 0.68 (0.53 to 0.91) L/h/kg; P = 0.02. Therefore, given that African Americans also had significantly different variant carrier statuses (Table 2B), the genetic analyses that follow were adjusted for African American race.
Eleven subjects, including 7 of 7 African Americans, were CYP3A5 expressors. One subject had *1/*3 and *1/*6; however, no haplotype analysis was done. The subject was placed in the group with the most similar CL/F values (expressor), and in addition, the data were reanalyzed with the subject removed. The median IDV CL/F was 44% faster in CYP3A5 expressors versus nonexpressors; 0.92 (0.72 to 1.20) versus 0.64 (0.50 to 0.87) L/h/kg; P = 0.002; Figure 1. The IDV CL/F was 39% faster in expressors than nonexpressors after controlling for African American race (P = 0.04). Notably, African American race was not a significant variable in this analysis (P = 0.8; Fig. 1). Similarly, CYP3A5 expressor status was also independently associated with IDV CL/F after adjusting for MDR1 2677 GG versus TT or with MRP2 C-24T variant carrier status (described below). Finally, only CYP3A5 expressor status was associated with IDV CL/F in a backward-elimination multiple regression model with all these variables included (P = 0.001).
The median IDV CL/F was 39% faster in subjects with 2677 GG versus TT, 0.78 (0.65 to 1.00) versus 0.56 (0.50 to 0.59) L/h/kg; P = 0.02, but the IDV CL/F in subjects with 2677 GT was not statistically different than either of these 2 groups, 0.81 (0.50 to 0.92) L/h/kg. Subjects with 3435 CC versus TT genotypes had marginally faster IDV CL/F; P = 0.053. However, when 2677 GG versus TT status and African American race were simultaneously analyzed, neither was independently associated with IDV CL/F (P = 0.1 and P = 0.09, respectively).
Neither of the 2 MRP2 variant carrier statuses was associated with IDV CL/F in univariate models (P > 0.13). When each MRP2 variant carrier status was analyzed simultaneously with African American race, C-24T variant carriers had 24% faster IDV CL/F relative to C-24T wild type (P = 0.05).
Zidovudine-Triphosphate and Lamivudine-Triphosphate Concentrations
Sex and African American Race
The median ZDV-triphosphate concentration was 230% higher in women compared with men (P = 0.003), and the median 3TC-triphosphate concentration was 160% higher in women compared with men (P = 0.002), as was reported previously.8 Three of 4 women were of African descent, which suggested possible confounding based on race. However, only sex was associated with ZDV-triphosphate and 3TC-triphosphate in a regression model with sex, study arm, and African American race analyzed together (P < 0.002). Therefore, it was concluded that sex was the most important potential confounder in the genotype analyses that follow below.
The variant carrier status at MRP4 T4131G was associated with elevated median 3TC-triphosphate concentrations; 7396 (6515 to 8968) for wild type (TT) versus 8470 (7927 to 9386) for heterozygotes and 8882 (7315 to 9487) fmol/million cells for homozygous variants. In as much as concentrations in heterozygotes and homozygous variants were nearly identical, these 2 groups were combined. After adjusting for sex, MRP4 T4131G variant carriers had 20% higher 3TC-triphosphate concentrations than wild type (P = 0.004); Figure 2. The same trends were found with MRP4 T4131G versus ZDV-triphosphate, but the relationships were not statistically significant (P = 0.15). These relationships were consistent when triphosphate medians were recalculated with values between the assay detection limit and 0 used in place of BLQ.
The median ZDV-triphosphate concentration was 49% higher in MRP4 G3724A variant carriers versus wild type (GG); 64 (59 to 188) versus 43 (34 to 62) fmol/million cells (P = 0.03). One of the 3 variant carriers was female, and the relationship remained marginally significant when adjusted for sex (58% higher with variant; P = 0.06). The median 3TC-triphosphate concentrations were also higher in the G3724A variant carriers versus wild type (37%), but the relationship was not statistically significant (P = 0.25).
None of the BCRP variants were associated with ZDV-triphosphate or 3TC-triphosphate concentrations in univariate analyses, or when the variants were analyzed simultaneously with sex.
In an analysis of the magnitude of HIV-RNA reduction from baseline to the primary study endpoint (week 52, or study exit), subjects with 2677 TT and/or 2677 GT had significantly greater reductions in HIV-RNA compared with subjects who had 2677 GG; -3.7, -3.3, and -2.2 log10, respectively, as shown in Figure 3. The relationship was independent of baseline HIV-RNA, study arm, and concentrations of IDV, ZDV-, and 3TC-triphosphate. In a backward elimination multivariable model that included all of these variables, only G2677T variant carrier status and baseline HIV-RNA were retained in the final model (P < 0.006). Relationships were not found among any other study SNPs and HIV-RNA and CD4 responses.
Total Bilirubin Responses
Subjects with UGT1A1 [TA]7/[TA]7 had significantly greater elevations in total bilirubin concentrations during the study compared with subjects who had either [TA]6/[TA]7 or [TA]6/[TA]6; P < 0.005. The median increases were 2.5 mg/dL (2.0 to 3.2) for subjects with [TA]7/[TA]7 compared with 1.4 mg/dL (1.1 to 1.8) and 1.1 mg/dL (0.9 to 1.5) for subjects with [TA]6/[TA]7 and [TA]6/[TA]6, respectively. No other pharmacogenetic relationships were observed with bilirubin increases.
Several significant relationships were identified between the selected genetic polymorphisms and the pharmacological characteristics of IDV, 3TC, and ZDV in this investigation among HIV-infected persons. Genetically determined CYP3A5 expression was associated with approximately 40% faster IDV CL/F after adjusting for African American race and other covariates. MRP2 C-24T variant carriers had 24% faster IDV CL/F after adjusting for African American race. With regard to ZDV-triphosphate and 3TC-triphosphate concentrations, MRP4 T4131G variant carriers had higher 3TC-triphosphate concentrations after adjusting for sex. MRP4 G3724A variant carriers had 58% higher ZDV-triphosphate concentrations after adjusting for sex, although there were only 3 variant carriers in this study. The magnitude of HIV-RNA decrease from baseline to the week 52 primary study endpoint was associated with MDR1 G2677T and baseline HIV-RNA. The HIV-RNA change was 1.5 log10 and 1.0 log10 greater in subjects with MDR1 2677 TT and GT genotypes compared with GG, respectively. The relationship was independent of study arm and drug exposures. The change in bilirubin levels during IDV-containing therapy was about 2-fold higher in subjects with UGT1A1 [TA]7/[TA]7 compared with [TA]6/[TA]7 or [TA]6/[TA]6. No relationships were identified between selected genetic variants in BCRP and the pharmacological parameters in this study.
This was a small, retrospective, hypothesis-generating pilot investigation, and as such, there are obvious limitations. First, the small number of variant carriers for some SNPs and the overall small sample size limited the statistical power and precluded a thorough evaluation of potential confounders. However, we did adjust pharmacogenetic relationships for known confounders (eg, sex for triphosphates, African American race for IDV CL/F, and study arm/drug exposures/baseline HIV-RNA for the change in HIV-RNA). Second, although statistical comparisons were reported only on hypothesized relationships (see second column in Table 1), there were multiple comparisons without statistical correction. We explored other unplanned relationships and found that 3TC-triphosphate concentrations were 14% higher in MDR1 G2677T variant carriers versus wild type after controlling for sex (P = 0.05) and that MRP4 variant at G3724A was associated with a 60% slower IDV CL/F than wild type after controlling for African American race (P = 0.04). A final limitation was that many additional genes and/or additional SNPs in the genes investigated in this study may be important in the pharmacology of these drugs, but were not quantified. It is necessary to point out that this study also had significant strengths in that the design was rigorous and controlled, and extensive pharmacological data were collected in each subject. The IDV oral clearances were averaged from up to 3 separate intensive pharmacokinetics studies in each subject and were adjusted for body weight. Similarly, an average of 9 triphosphate concentrations was determined in each subject. Thus, the findings in this pilot investigation warrant additional study.
Few investigations have rigorously evaluated CYP3A5 pharmacogenetics of antiretroviral drugs in patients, although most protease inhibitors are avid CYP3A substrates and pharmacokinetic variability is an important clinical issue. CYP3A5 expressor status was not associated with the plasma concentrations of nevirapine, efavirenz, and nelfinavir, all of which undergo significant biotransformation from other metabolic enzymes such as CYP2C19 and CYP2B6.33-35 In contrast, a recent study described about 2-fold faster saquinavir oral clearance in 6 genetically determined CYP3A5 expressors versus 14 nonexpressors.36 In the present study, IDV CL/F was more than 40% faster in 11 subjects with genetically determined CYP3A5 expression versus 22 CYP3A5 nonexpressors. Saquinavir, IDV, and all other protease inhibitors except nelfinavir are predominantly metabolized by CYP3A, so these later findings are biologically consistent.12,37-39 African American race was also associated with IDV CL/F in the present study, but when CYP3A5 expression and African American race were analyzed together, only CYP3A5 remained significant. This suggests that the African American race effect was mediated by racial differences in CYP3A5 expression. It is clinically important to identify sources of protease inhibitor pharmacokinetic variability. The current clinical approach to deal with this variability is to use ritonavir boosting. Although this strategy is associated with clinical success in a large number of patients, this one-size-fits-all approach to the problem ignores the underlying causes of pharmacokinetic variability. Such gaps in knowledge interfere with the development of any other rational strategies to improve the clinical use of protease inhibitors.
The influence of genetic variability in the MDR-1 gene on the clinical pharmacological characteristics of P-gp substrates, including antiretroviral drugs, in patients is contradictory. For example, in terms of the C3435T polymorphism, some studies have described statistically significantly lower nelfinavir concentrations in subjects with CC versus CT and/or TT, whereas other studies have described statistically significantly higher nelfinavir concentrations according to the same genotypes.35,40 In the present study, CC and GG genotypes at C3435T and G2677T, respectively, were associated with faster IDV CL/F (ie, lower IDV concentrations). However, when these genotypes were adjusted for CYP3A5 status, or African American race, the relationships were no longer significant. Several studies have also evaluated MDR1 genotypes according to responses to antiretroviral drug therapy. There has been better consistency across these studies in that subjects with CC and/or GG genotypes at C3435T and G2677T experienced poorer antiretroviral drug responses compared with the counterpart genotypes.33,35,40,41 Yet some studies have not detected relationships.42,43 The data in this study are consistent with these former studies in that subjects with MDR1 2677 GG experienced significantly poorer decreases in HIV-RNA from baseline to the primary study endpoint, independent of baseline HIV-RNA, study arm, and drug exposures. Further study of the impact of P-gp on the clinical pharmacological characteristics of protease inhibitors is needed.
There have been relatively few antiretroviral drug pharmacogenetic studies involving other transporters such as MRP2, MRP4, and BCRP. IDV is a substrate of MRP2, which lines the bile cannicular cells and the gut epithelia, with the potential consequence of limiting drug absorption and speeding drug elimination.19,20 Genetic variability in MRP2 has been identified, but the influence of common SNPs (frequencies >10%) on protein function is not clear.21 One study of 34 HIV-infected patients treated with other HIV protease inhibitors (saquinavir and lopinavir/ritonavir) described 3-fold higher saquinavir concentrations in patients with the MRP2 G1249A GG genotype compared with variant carriers (P = 0.009).22 In the present study, MRP2 G1249A variant carrier status was not related with the pharmacokinetics or pharmacodynamics of IDV, whereas variant carrier status at MRP2 C-24T was associated with faster IDV CL/F after adjusting for African American race.
MRP4 and BCRP were shown to efflux NRTI-monophosphates out of cells in vitro, which would presumably affect the downstream NRTI-triphosphate concentration and therefore potential NRTI activity. For example, intracellular ZDV-phosphate concentrations (mono-, di-, tri-) were dependent on the cellular expression of MRP4,23,24 and the pharmacological activity of ZDV and 3TC was dependent on the expression of BCRP.25 Two relatively common functional polymorphisms have been identified in the BCRP gene, one a G-to-A change at nucleotide 34 in exon 2 (Val to Met at codon 12) and a C-to-A change at nucleotide 421 in exon 5 (Glu to Lys at codon 141).26 However, we did not observe relationships between these polymorphisms and ZDV-triphosphate or 3TC-triphosphate concentrations.
No functional polymorphisms have yet been identified in the MRP4 gene, to our knowledge. In the present study, exonic splicing enhancer analyses were conducted to predict SNPs that had relatively high probability of altered mRNA splicing and potentially altered MRP4 protein expression because nonfunctional MRP4 protein has been described in the literature.44 A significant relationship was identified between carriers of the MRP4 T4131G variant and elevated 3TC-triphosphate concentrations, which suggests the T4131G variant may be associated with reduced expression/function (Fig. 2). MRP4 G3724A variant carriers had elevated ZDV-triphosphate concentrations, and slower IDV CL/F in unplanned analyses, which both would suggest reduced MRP4 expression/function with the variant. It should be emphasized that these are novel findings from a small pilot investigation. Future mechanistic studies are needed to verify the functional significance of these MRP2 and MRP4 SNPs.
IDV (and atazanavir) causes the relatively benign adverse effect of raising unconjugated and total bilirubin concentrations via inhibition of UGT1A1. In this study, subjects who carried 2 [TA]7 alleles experienced about twice the bilirubin elevation as other subjects, which is consistent with previous studies in IDV-triphosphate and atazanavir-treated subjects.27,45 Although these data may seem inconsequential clinically because of the benign nature of bilirubin increases, the findings illustrate an important point: Genetic variability in drug targets influences drug response. Analogies can be drawn with variability in genes that encode drug targets for HIV replication (eg, reverse transcriptase or protease) where genetic mutations are well known to confer reduced susceptibility to drugs. Other analogies can be drawn with drug receptors that might underlie serious adverse effects, such as protease inhibitor-induced hyperlipidemia or mitochondrial toxicity.46 Therefore, future pharmacogenetic studies of antiretroviral drug therapy should include the analysis of drug targets, as well as drug metabolizing enzymes and drug transporters.
In conclusion, this study provides hypotheses and scientific direction for future investigations to elucidate the genetic determinants of antiretroviral drug pharmacokinetics and response. These investigations should incorporate a prospective design, sufficient sample sizes, and intensive pharmacological methods. Ultimately, knowledge from these studies will enable the most informed and rational use of antiretroviral medications.
The authors are grateful to Drs Richard Brundage, Thomas Kakuda, Linda Page, Edward Acosta, Timothy Schacker, Keith Henry, and Frank Rhame for the design and implementation of the parent study, and Lane Bushman, Sagar Kawle, and Dennis Weller for their analytical efforts.
For the pyrosequencing method, the standard PCR reaction mixture consisted of 12.5 μL HotStarTaq Master Mix (Qiagen Inc, Valencia, CA), 10 pmol of each primer (Operon Biotechnologies, Inc, Huntsville, AL), 835 μL H2O, and 50 to 100 ng of genomic DNA. The standard PCR cycling conditions in preparation for genotyping were initial denaturation at 95°C for 15 minutes, 40 cycles of denaturation at 95°C for 30 seconds, annealing for 30 seconds (annealing temperature varied for each polymorphism studied), and extension at 72°C for 1 minute, followed by a final extension step at 72°C for 7 minutes. After PCR, genotypes were determined by pyrosequencing analysis (PSQ 96 MA; Biotage AB, Uppsala, Sweden) according to the manufacturer's protocol. Primers and annealing temperatures used for the MRP2 BCRP, and UGT1A1 PCR and genotyping assays are shown in the Appendix Table. Genotypes were determined using PSQ 96MA SNP software version 2.0 (Biotage AB), which provides automated genotype determinations.
Genotyping for CYP3A5*7, MDRI (G2677T and C3435T), and MRP4 (C1612T, G3463A, G3724A and T4131G) was performed by amplifying the genomic DNA using primers described in the Appendix Table. After PCR amplification, the unincorporated nucleotides and primers were removed by incubation with Shrimp Alkaline Phosphatase and Exonuclease I (USB, Cleveland, OH) for 30 min at 37°C followed by enzyme inactivation at 80°C for 15 minutes before sequencing. Sequencing was carried out on ABI Prism 3700 Automated Sequencer (PE Applied Biosystems, Foster City, CA) using the PCR primers, except for CYP3A5*3 and CYP3A5*6 for which internal sequencing primers were used. Sequences were assembled using the Phred-Phrap-Consed package (University of Washington, Seattle; http://droog.mbt.washington.edu/PolyPhred.html) that automatically detects the presence of heterozygous single nucleotide substitutions by fluorescence-based sequencing of PCR products.
1. Carr A, Cooper DA. Adverse effects of antiretroviral therapy. Lancet
2. Deeks SG. Determinants of virological response to antiretroviral therapy: implications for long-term strategies. Clin Infect Dis
. 2000;30(suppl 2):S177-S184.
3. Paterson DL, Swindells S, Mohr J, et al. Adherence to protease inhibitor therapy and outcomes in patients with HIV infection. Ann Intern Med
4. Anderson PL. Pharmacologic perspectives for once-daily antiretroviral therapy. Ann Pharmacother
5. Hirsch MS, Brun-Vezinet F, Clotet B, et al. Antiretroviral drug resistance testing in adults infected with human immunodeficiency virus type 1: 2003 recommendations of an International AIDS Society-USA Panel. Clin Infect Dis
6. Flexner C. Dual protease inhibitor therapy in HIV-infected patients: pharmacologic rationale and clinical benefits. Annu Rev Pharmacol Toxicol
7. Anderson PL, Fletcher CV. Clinical pharmacologic considerations for HIV-1 protease inhibitors. Curr Infect Dis Rep
8. Anderson PL, Kakuda TN, Kawle S, et al. Antiviral dynamics and sex differences of zidovudine and lamivudine triphosphate concentrations in HIV-infected individuals. AIDS
9. Becher F, Landman R, Mboup S, et al. Monitoring of didanosine and stavudine intracellular triphosphorylated anabolite concentrations in HIV-infected patients. AIDS
10. Tirona RG, Kim RB. Nuclear receptors and drug disposition gene regulation. J Pharm Sci
11. Ambudkar SV, Dey S, Hrycyna CA, et al. Biochemical, cellular, and pharmacological aspects of the multidrug transporter. Annu Rev Pharmacol Toxicol
12. Koudriakova T, Iatsimirskaia E, Utkin I, et al. Metabolism of the human immunodeficiency virus protease inhibitors indinavir and ritonavir by human intestinal microsomes and expressed cytochrome P4503A4/3A5: mechanism-based inactivation of cytochrome P4503A by ritonavir. Drug Metab Dispos
13. Kuehl P, Zhang J, Lin Y, et al. Sequence diversity in CYP3A promoters and characterization of the genetic basis of polymorphic CYP3A5 expression. Nat Genet
14. Lamba JK, Lin YS, Schuetz EG, et al. Genetic contribution to variable human CYP3A-mediated metabolism. Adv Drug Deliv Rev
15. Hoggard PG, Back DJ. Intracellular pharmacology of nucleoside analogues and protease inhibitors: role of transporter molecules. Curr Opin Infect Dis
16. Kim RB, Fromm MF, Wandel C, et al. The drug transporter P-glycoprotein limits oral absorption and brain entry of HIV-1 protease inhibitors. J Clin Invest
17. Hoffmeyer S, Burk O, von Richter O, et al. Functional polymorphisms of the human multidrug-resistance gene: multiple sequence variations and correlation of one allele with P-glycoprotein expression and activity in vivo. Proc Natl Acad Sci U S A
18. Kim RB, Leake BF, Choo EF, et al. Identification of functionally variant MDR1 alleles among European Americans and African Americans. Clin Pharmacol Ther
19. Chan LM, Lowes S, Hirst BH. The ABCs of drug transport in intestine and liver: efflux proteins limiting drug absorption and bioavailability. Eur J Pharm Sci
20. Huisman MT, Smit JW, Crommentuyn KM, et al. Multidrug resistance protein 2 (MRP2) transports HIV protease inhibitors, and transport can be enhanced by other drugs. AIDS
21. Suzuki H, Sugiyama Y. Single nucleotide polymorphisms in multidrug resistance associated protein 2 (MRP2/ABCC2): its impact on drug disposition. Adv Drug Deliv Rev
22. Kruse G, Staszewski S, Cascorbi I, et al. Mutations in the drug transporter genes MDR1 and MRP2 and pharmacokinetics in patients treated with saquinavir/lopinavir. Paper presented at: 4th International Workshop on Clinical Pharmacology of HIV Therapy; March 27-29, 2003; Cannes, France. Abstract 7.
23. Schuetz JD, Connelly MC, Sun D, et al. MRP4: a previously unidentified factor in resistance to nucleoside-based antiviral drugs. Nat Med
24. Rodman JH, Robbins B, Forbes E, et al. Cellular efflux is a determinant of the accumulation and kinetics of intracellular zidovudine triphosphate. Paper presented at: 11th Conference on Retroviruses and Opportunistic Infections; February 8-11, 2004; San Francisco, CA. Abstract 598.
25. Wang X, Furukawa T, Nitanda T, et al. Breast cancer resistance protein (BCRP/ABCG2) induces cellular resistance to HIV-1 nucleoside reverse transcriptase inhibitors. Mol Pharmacol
26. Mizuarai S, Aozasa N, Kotani H. Single nucleotide polymorphisms result in impaired membrane localization and reduced atpase activity in multidrug transporter ABCG2. Int J Cancer
27. Zucker SD, Qin X, Rouster SD, et al. Mechanism of indinavir-induced hyperbilirubinemia. Proc Natl Acad Sci U S A
28. Raijmakers MT, Jansen PL, Steegers EA, et al. Association of human liver bilirubin UDP-glucuronyltransferase activity with a polymorphism in the promoter region of the UGT1A1 gene. J Hepatol
29. Fletcher CV, Anderson PL, Kakuda TN, et al. Concentration-controlled compared with conventional antiretroviral therapy for HIV infection. AIDS
30. Kakuda TN, Page LM, Anderson PL, et al. Pharmacological basis for concentration-controlled therapy with zidovudine, lamivudine, and indinavir. Antimicrob Agents Chemother
31. Rieder MJ, Taylor SL, Tobe VO, et al. Automating the identification of DNA variations using quality-based fluorescence re-sequencing: analysis of the human mitochondrial genome. Nucleic Acids Res
32. Nickerson DA, Tobe VO, Taylor SL. PolyPhred: automating the detection and genotyping of single nucleotide substitutions using fluorescence-based resequencing. Nucleic Acids Res
33. Haas DW, Smeaton L, Shafer R, et al. Pharmacogenetics of long-term response to efavirenz- and nelfinavir-containing regimens: NWCS213, an analysis of ACTG 384. Paper presented at: 12th Conference on Retroviruses and Opportunistic Infections; February 22-25, 2005; Boston, MA. Abstract 81.
34. van der Ende M, Sahtoe C, Dieleman J, et al. Prevalence of single nucleotide polymorphisms in MDR-1 and CYP3A genes within a heterogenous HIV-1-infected population and effect on nevirapine plasma levels. Paper presented at: 11th Conference on Retroviruses and Opportunistic Infections; February 8-11, 2004; San Francisco, CA. Abstract 605.
35. Fellay J, Marzolini C, Meaden ER, et al. Response to antiretroviral treatment in HIV-1-infected individuals with allelic variants of the multidrug resistance transporter 1: a pharmacogenetics study. Lancet
36. Mouly SJ, Matheny C, Paine MF, et al. Variation in oral clearance of saquinavir is predicted by CYP3A5*1 genotype but not by enterocyte content of cytochrome P450 3A5. Clin Pharmacol Ther
37. Kumar GN, Dykstra J, Roberts EM, et al. Potent inhibition of the cytochrome P-450 3A-mediated human liver microsomal metabolism of a novel HIV protease inhibitor by ritonavir: a positive drug-drug interaction. Drug Metab Dispos
38. Treluyer JM, Bowers G, Cazali N, et al. Oxidative metabolism of amprenavir in the human liver. Effect of the CYP3A maturation. Drug Metab Dispos
39. Frohlich M, Hoffmann MM, Burhenne J, et al. Association of the CYP3A5 A6986G (CYP3A5*3) polymorphism with saquinavir pharmacokinetics. Br J Clin Pharmacol
40. Saitoh A, Singh KK, Powell CA, et al. An MDR1-3435 variant is associated with higher plasma nelfinavir levels and more rapid virologic response in HIV-1 infected children. AIDS
41. Brumme ZL, Dong WW, Chan KJ, et al. Influence of polymorphisms within the CX3CR1 and MDR-1 genes on initial antiretroviral therapy response. AIDS
42. Winzer R, Langmann P, Zilly M, et al. No influence of the P-glycoprotein polymorphisms MDR1 G2677T/A and C3435T on the virological and immunological response in treatment naive HIV-positive patients. Ann Clin Microbiol Antimicrob
43. Haas DW, Wu H, Li H, et al. MDR1 gene polymorphisms and phase 1 viral decay during HIV-1 infection: an adult AIDS Clinical Trials Group study. J Acquir Immune Defic Syndr
44. Lamba JK, Adachi M, Sun D, et al. Nonsense mediated decay downregulates conserved alternatively spliced ABCC4 transcripts bearing nonsense codons. Hum Mol Genet
45. O'Mara E, Genetic factors in protease inhibitor hyperbilirubinemia. Paper presented at: 43rd Interscience Conference on Antimicrobial Agents and Chemotherapy (Chicago); 2003; Washington DC. Symposium 1133.
46. Hulgan T, Haas DW, Haines JL, et al. Mitochondrial haplogroups and peripheral neuropathy during antiretroviral therapy: an adult AIDS clinical trials group study. AIDS
Keywords:© 2006 Lippincott Williams & Wilkins, Inc.
antiretroviral therapy; pharmacokinetics; pharmacodynamics; clinical pharmacology; pharmacogenetics; HIV/AIDS