DMD Large equally mixed donor pool

Home Help [Feedback] [For Subscribers] [Archive] [Search] [Contents]
 QUICK SEARCH:   [advanced]


     


This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Submit a response
Right arrow Alert me when this article is cited
Right arrow Alert me when eLetters are posted
Right arrow Alert me if a correction is posted
Services
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Citing Articles
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Ahluwalia, G. S.
Right arrow Articles by Johns, D. G.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Ahluwalia, G. S.
Right arrow Articles by Johns, D. G.

0090-9556/97/2507-0893-0000$0/0
DRUG METABOLISM AND DISPOSITION
Copyright © 1997 by The American Society for Pharmacology and Experimental Therapeutics
Vol. 25, No. 7


SHORT COMMUNICATION
Decay Rates of Anti-HIV Dideoxynucleotides in Tissue Culture Systems: A Simple Correction for the Effect of Cell Replication

    Abstract
Abstract
Article
References

Measurement of intracellular drug levels in cell culture systems can be of predictive value in establishing rational clinical dosage schedules. Such in vitro measurements carried out with anti-HIV agents of the 2',3'-dideoxynucleoside (ddN) class have shown that many of the pharmacologically active ddNTP metabolites of these agents have relatively long intracellular half-lives and little or no host-cell cytotoxicity. As a consequence, replication of drug-exposed cells continues at an unperturbed rate so that a systematic dilution error occurs in the measurement of ddNTP decay half-times. The aim of this study is to present a simple general formulation for the correction of measured t1/2-values for ddNTPs and for other agents with similar intracellular pharmacokinetic properties. Two factors of practical interest emerge: first, the error is greater for agents with slow intracellular clearance rates than for agents with rapid rates; and second, for cell lines with long doubling times, the measured t1/2-values approach more closely to the true t1/2-values, until with the extreme case (quiescent or "G0" cells), the observed and true decay times are identical. The greatest dilution errors are seen with adenodine-based agents such as ddATP and 2'-F-ddATP, while the smallest errors are seen with rapidly cleared agents of the dideoxythymidine class.

    Article
Abstract
Article
References

Purine and pyrimidine ddNs1 play a major role in the treatment of HIV and other viral infections. These compounds must be phosphorylated intracellularly, most commonly to their ddNTPs, to exert their antiviral effects. With few exceptions, however, the ddNTP levels attained in human cells during clinical studies are too low for accurate measurement. As a consequence, studies of intracellular drug levels are usually conducted in model systems (e.g. virus-susceptible human cell lines adapted for rapid growth in tissue culture) and then extrapolated to the clinical situation. In such in vitro systems, radiolabeled drugs can be used, greatly simplifying the chromatographic quantitation of active metabolites, and cell sampling can be conducted under more rigidly controlled conditions than feasible in a clinical study. The parameters of greatest practical interest derived from such in vitro studies are the concentrations attained by ddNTPs in host cells and the duration of ddNTP persistence over time. Such information can be of major importance in establishing rational clinical dosage schedules (1-3).

Anti-HIV ddNs, unlike nucleoside analogs used in cancer chemotherapy, typically are active at levels which, at least over short periods of drug exposure, are not cytostatic or cytotoxic. Because of this absence of toxicity, an unusual situation frequently occurs, i.e. host cell function, including cell replication, continues at normal rates in vitro; consequently, conventional pharmacokinetic parameters (e.g. half-times for intracellular nucleotide accumulation and decay) require correction for the continuous dilution resulting from cell replication proceeding at the same rate as for unperturbed cells. In this short communication, we present a simple general method for determining the corrected t1/2 values for the decay of ddNTPs and apply it to the adenosine-based agents ddATP and F-ddATP.

Materials and Methods. Chemicals. ddI and F-ddA were provided by the Pharmaceutical Resources Branch, National Cancer Institute. The radiolabeled compounds, [2',3'-3H]ddI (30 Ci/mmol) and [5'-3H]F-ddA (10 Ci/mmol), were obtained from Moravek Biochemicals (Brea, CA). Radiopurity (>= 97%) was verified by HPLC before use.

Cells. MOLT-4 cells were obtained from the American Type Culture Collection (Rockville, MD) and were grown in RPMI 1640 tissue culture medium supplemented with 10% heat-inactivated (56°C for 30 min) fetal bovine serum, 45 µg/ml gentamycin, and 4 mM L-glutamine at 37°C in a humidified atmosphere of 95% air/5% CO2. Cells were verified to be in logarithmic growth at the time of use (a 30-hr doubling time at an initial cell density of <1.5 × 106 cells/ml).

Metabolism Studies. Ten-milliliter aliquots of cell suspensions were incubated with a 10 µM concentration of either [3H]ddI or [3H]F-ddA (5 µCi/ml) for 12 hr. Cells were then washed and resuspended in drug-free medium, and aliquots removed over the next 60 hr for determination of intracellular concentrations of ddATP or F-ddATP, using ion-exchange Partisil 10-SAX HPLC chromatography as previously described (4). During the course of the study, cells were maintained in logarithmic growth (i.e. <1.5 × 106 cells/ml) either by diluting the cultures with additional fresh medium or by removing the cells by centrifugation and resuspending the cell pellet in an appropriate volume of fresh medium.

Theoretical. Assuming the simplest case (i.e. cells in exponential growth and a total amount, M, of intracellular ddNTP decaying by a first-order process with a rate constant k), then
dM/dt=−kM. (1)
But, typically, the concentration, C, of ddNTP, is the actual measured variable (e.g. pmol/106 cells). This concentration decreases with an experimentally determined rate constant alpha , both because of the loss of total ddNTP and because of ddNTP dilution by the simultaneous increase in total cell number, N. If we assume that the cells are in exponential growth with a rate constant beta , and note that M = NC, then
N dC/dt+C dN/dt=−kM. (2)
Since dC/dt = -alpha C and dN/dt = beta N, a simple result is obtained that allows correction of measured ddNTP decay for cell growth, i.e.
k=&agr;−&bgr;. (3)
(For an alternate derivation of eq. 3, see the Appendix.) Furthermore, if we define tm, the experimentally measured half-time, as ln2/alpha , and the experimentally determined cell doubling time, tD, as ln2/beta , then
1/t<SUB>1/2</SUB><IT>=1/t<SUB>m</SUB>−1/t<SUB>D</SUB>.</IT> (4)

Results and Discussion. Two features of practical interest arise from the formulation developed herein. The first of these is that the correction is greater for agents with slower intracellular clearance rates than for agents with more rapid rates. Thus, for F-ddATP (fig. 1), tm = 19 hr; tD for MOLT-4 cells = 30 hr. Consequently, 1/t1/2 = 1/19 - 1/30, so that t1/2 = 52 hr, a 174% increase over the measured value. However, for ddGTP, previously studied in this laboratory under the same conditions and in the same cell line (table 1), tm = 4.2 hr, giving t1/2 = 4.9 hr, a difference of only 17% from the experimentally determined value.


View larger version (17K):
[in this window]
[in a new window]
 
Fig. 1.   Intracellular levels of ddATP and F-ddATP after incubation with ddI and F-ddA.

MOLT-4 cells were treated with ddI or F-ddA (10 µM; 5 µCi/ml) for 12 hr, as described more fully in Materials and Methods. Experiments shown were conducted independently twice, with little variation in results. Results shown are the average of dulplicate values from a single experiment. The measured half-times (i.e. tm values) were calculated from the slopes of the weighted lines generated by linear regression analysis.

                              
View this table:
[in this window]
[in a new window]
 

TABLE 1
Measured (uncorrected) intracellular decay half-time (tm) values for selected ddNTPs

The second feature of interest is that, with long cell doubling times, tm approaches more closely to t1/2, until, with the extreme case (quiescent or "G0" cells), tm = t1/2 (i.e. the observed and true decay half-times are identical). This situation occurs with nonstimulated human PBM cells, a test system which, because of its high percentage of mature T-lymphocytes, approximates the predominant circulating host cells for HIV-1 in vivo. However, this situation is not observed with the majority of HIV-1 test systems, human lymphoblastoid cell lines selected for rapid growth in tissue culture (e.g. MOLT-4, CEM, ATH8, MT-2, and MT-4), with cell doubling times in the range of 20-48 hr. Even though quiescent or "resting" PBM cells are used in some studies (5), the model system more frequently used is PBM cells activated before drug exposure with mitogens, such as PHA. Activation results in cell progression into S-phase and subsequent mitosis, a system more closely analogous to actively replicating lymph node T-cells before maturation and release into the circulation. In fig. 2 is shown the difference between measured and actual drug half-times that would be obtained for agents with tm (measured half-time) values ranging from 5 to 20 hr. For an agent with a tm value of 15 hr in a very slowly replicating cell line (tD = 60 hr), the true decay half-time would be 20 hr, a difference of only 33% from the experimental value. However, for an agent with the same tm in rapidly replicating cells (e.g. tD = 24 hr, a rate closer to that seen with a typical host cell line for HIV-1 studies in vitro), the true decay half-time would be 40 hr, a difference of 167%.


View larger version (15K):
[in this window]
[in a new window]
 
Fig. 2.   Relationship between measured half-times (tm values) and actual t1/2 values in cell lines with replication times (tD values) ranging from 24 to 60 hr.

Curves were generated from the equation 1/t1/2 = 1/tm - 1/tD.

From a practical point of view, it follows that, in the case of ddNTPs with short decay half-times, the correction factor is small and thus can be neglected. For example, for the thymidine-based agent D4T, half-times ~3.3 hr have been reported for studies conducted in PHA/PBM and CEM cells (table 1). Assuming a typical doubling time of 30 hr for CEM cells, the actual t1/2 for this agent in the latter cell line would have been 3.7 hr. The difference between these times would be of slight significance relative to the variation seen in typical biological experimentation, and the uncertainty of an average value for the replication times for the mixture of lymphocyte and other cell types acting as host cells for the virus in vivo. For more slowly catabolized agents, however, such as the beta -L-enantiomer of 3TC-TP (table 1) or the adenosine-based agents ddATP and F-ddATP [fig. 1 and table 1], the correction factors are substantial and probably should be applied if data are subsequently to be used in the design of appropriate clinical dose schedules.

It should be noted that this simple formulation will require modification for compounds whose pharmacological properties are more complex than those of ddNs and their active metabolites, ddNTPs. One major simplifying factor for ddNs is that ddNTPs, unlike dNTPs such as araCTP, cannot, because of the absence of a 3'-hydroxyl group, form internucleotide linkages in cellular DNA; thus, no correction is necessary for loss by this route. Furthermore, the 5'-phosphates of most ddNs cross cell membranes poorly; therefore, no detectable loss of intracellularly generated ddNTPs occurs by outward diffusion. One major and apparently unique exception to the latter generalization is the widely used ddN AZT: in human cells, the 5'-monophosphate of this compound is an extremely poor substrate for the kinase catalyzing its further phosphorylation to AZT-5'-diphosphate, with the result that the monophosphate accumulates to sufficiently high levels intracellularly to diffuse back unchanged to the medium or plasma (6). As a consequence, it has long been recognized that more complex pharmacokinetic models are required to describe the intracellular behavior of this compound (6).

Another relevant question is whether the kinetic behavior of ddNTPs in uninfected lymphoblasts adequately represents ddNTP behavior in virus-infected cells. Little information seems to be available on this point. In an early study (7), we noted that the metabolism of ddC was identical in HIV-infected and uninfected ATH8 cells. In a study comparing the beta -D- and beta -L-enantiomers of 3TC-TP, Cammack et al. (9) similarly found no significant difference between the tm values found in uninfected and HIV-infected PHA/PBM cells (table 1). However, as investigators have recognized in other contexts, it can be misleading to extrapolate conclusions from the lightly infected cells used in laboratory tissue culture experiments to the massive HIV infections seen in vivo. Studies using high multiplicity of viral infection, in cell lines susceptible to HIV-induced cytopathic effects, would be required to settle this point.

    Appendix

Alternate derivation for eq. 3: C depends on both cell number and time, i.e.
C=C[N(t), t]. (A1)
The total time rate of change in C(N, t) is thus
dC/dt=∂C/∂N dN/dt+∂C/∂t. (A2)
The pure metabolic decay constant is defined when cell volume is constant, i.e.
∂C/∂t=−kC. (A3)
Exponential cell growth is
dN/dt=&bgr;N, (A4)
where N = number of cells in culture. At a fixed moment in time, C and N are related by
C=M/N, (A5)
where M is the total mass of agent. Thus,
∂C/∂N=−M/N<SUP>2</SUP>=−C/N. (A6)
Substituting (A3), (A4), and (A6) into (A2),
dC/dt=(−C/N)(&bgr;N)−kC=−(&bgr;+k)C. (A7)
This last expression is the form fit with concentration data (with a single exponential constant, alpha ). Hence,
&agr;=&bgr;+k
or
k=&agr;−&bgr;.

Gurpreet S. Ahluwalia
Robert L. Dedrick
John S. Driscoll
Paul F. Morrison
Wen-Yi Gao
David G. Johns

Laboratory of Medicinal Chemistry (G.S.A., J.S.D., D.G.J.), Division of Basic Sciences, Experimental Retrovirology Branch (W.-Y.G.), Division of Clinical Sciences, National Cancer Institute; and Biomedical Engineering and Instrumentation Program (R.L.D., P.F.M.), National Center for Research Resources, National Institutes of Health

    Footnotes

   Received September 11, 1996; accepted March 25, 1997.

Send reprint requests to: Dr. David G. Johns, Building 37, Room 5B22, Laboratory of Medicinal Chemistry, Division of Basic Sciences, National Cancer Institute/National Institutes of Health, Bethesda, MD 20892-4255.

    Abbreviations

Abbreviations used are: ddN, 2',3'-dideoxynucleoside; HIV, human immunodeficiency virus; ddNTP, ddN-5'-triphosphate; ddATP, 2',3'-dideoxyadenosine-5'-triphosphate; F-ddATP, 2'-beta -fluoro-ddATP; ddI, 2',3'-dideoxyinosine; F-ddA, 2'-beta -fluoro-2',3'-dideoxyadenosine; ddGTP, 2',3'-dideoxyguanosine-5'-triphosphate; PBM cells, peripheral blood mononuclear cells; D4T, 2',3'-didehydro-3'-deoxythymidine; PHA, phytohemagglutinin; tm, measured (uncorrected)t1/2; tD, cell doubling time; 3TC-TP, 2'-deoxy-3'-thiacytidine-5'-triphosphate; AZT, 3'-azido-3'-deoxythymidine; ddC, 2',3'-dideoxycytidine.

    References
Abstract
Article
References

1. Y. Törnevik, B. Jacobsson, S. Britton, and S. Eriksson: Intracellular metabolism of 3'-azidothymidine in isolated human peripheral blood mononuclear cells. AIDS Res. Human Retroviruses  7, 751-759 (1991)[Medline].
2. Z. Zhu, H.-T. Ho, M. J. Hitchcock, and J.-P. Sommadossi: Cellular pharmacology of 2',3'-didehydro-2',3'-dideoxythymidine (D4T) in human peripheral blood mononuclear cells. Biochem. Pharmacol.  39, R15-R19 (1990)[Medline].
3. R. Yarchoan, H. Mitsuya, R. V. Thomas, J. M. Pluda, N. R. Hartman, C.-F. Perno, K. S. Marczyk, J.-P. Allain, D. G. Johns, and S. Broder: In vivo activity against HIV and favorable toxicity profile of 2',3'-dideoxyinosine. Science  245, 412-415 (1989)[Abstract/Free Full Text].
4. R. Masood, G. S. Ahluwalia, D. A. Cooney, A. Fridland, V. E. Marquez, J. S. Driscoll, Z. Hao, H. Mitsuya, C.-F. Perno, S. Broder, and D. G. Johns: Fluoro-2',3'-dideoxyarabinosyladenine: a metabolically stable analogue of the antiretroviral agent 2',3'-dideoxyadenosine. Mol. Pharmacol.  37, 590-596 (1990)[Abstract].
5. H.-T. Ho, K. L. Woods, M. Mansuri, and M. J. M. Hitchcock: Activation of 2'-fluoro-2',3'-dideoxyarabinosyladenine (FddA), an anti-HIV agent, in both quiescent and PHA-activated human peripheral blood mononuclear cells (PBMC). Antiviral Res. 15 (Suppl. 1), 95 (1991).
6. A. Fridland, M. C. Connelly, and R. Ashmun: Relationship of deoxynucleotide changes to inhibition of DNA synthesis induced by the antiretroviral agent 3'-azido-3'-deoxythymidine and release of its monophosphate by human lymphoid cells (CCRF-CEM). Mol. Pharmacol.  37, 665-670 (1990)[Abstract].
7. D. A. Cooney, M. Dalal, H. Mitsuya, J. B. McMahon, M. Nadkarni, J. Balzarini, S. Broder, and D. G. Johns: Initial studies on the cellular pharmacology of 2',3'-dideoxycytidine, an inhibitor of HTLV-III infectivity. Biochem. Pharmacol.  35, 2065-2068 (1986)[Medline].
8. H.-T. Ho and M. J. M. Hitchcock: Cellular pharmacology of 2',3'-dideoxy-2',3'-didehydrothymidine, a nucleoside analog active against human immunodeficiency virus. Antimicrob. Agents Chemother.  33, 844-849 (1989)[Abstract/Free Full Text].
9. N. Cammack, P. Rouse, C. L. P. Marr, P. J. Reid, R. E. Boehme, J. A. V. Coates, C. R. Penn, and J. M. Cameron: Cellular metabolism of (-)enantiomeric 2'-deoxy-3'-thiacytidine. Biochem. Pharmacol.  43, 2059-2064 (1992)[Medline].
10. G. Ahluwalia, D. A. Cooney, N. R. Hartman, H. Mitsuya, R. Yarchoan, A. Fridland, S. Broder, and D. G. Johns: Anomalous accumulation and decay of 2',3'-dideoxyadenosine-5'-triphosphate in human T-cell cultures exposed to the anti-HIV drug 2',3'-dideoxyinosine. Drug Metab. Dispos.  21, 369-376 (1993)[Abstract].
11. L. L. Bondoc, Jr., G. Ahluwalia, D. A. Cooney, N. R. Hartman, D. G. Johns, and A. Fridland: Metabolic pathways for the activation of the antiviral agent 2',3'-dideoxyguanosine in human lymphoid cells. Mol. Pharmacol.  42, 525-530 (1992)[Abstract].
12. Z. Hao, E. E. Stowe, G. Ahluwalia, D. C. Baker, A. K. Hebbler, C. Chisena, S. M. Musser, J. A. Kelley, C.-F. Perno, D. G. Johns, and D. A. Cooney: Characterization of 2',3'-dideoxycytidine diphosphocholine and 2',3'-dideoxycytidine diphosphoethanolamine. Drug Metab. Dispos.  21, 738-744 (1993)[Abstract].
13. R. L. Blakley, F. C. Harwood, and K. D. Huff: Cytostatic effects of 2',3'-dideoxyribonucleosides on transformed human hemopoietic cell lines. Mol. Pharmacol.  37, 328-332 (1990)[Abstract].
14. M. J. M. Hitchcock, K. Woods, H. DeBoeck, and H.-T. Ho: Biochemical pharmacology of 2'-fluoro-2',3'-dideoxyarabinosyladenine, an inhibitor of HIV with improved metabolic and chemical stability over 2',3'-dideoxyadenosine. Antiviral Chem. Chemother.  1, 319-327 (1990).


Copyright © 1997 by The American Society for Pharmacology and Experimental Therapeutics




This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Submit a response
Right arrow Alert me when this article is cited
Right arrow Alert me when eLetters are posted
Right arrow Alert me if a correction is posted
Services
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Citing Articles
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Ahluwalia, G. S.
Right arrow Articles by Johns, D. G.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Ahluwalia, G. S.
Right arrow Articles by Johns, D. G.


Home Help [Feedback] [For Subscribers] [Archive] [Search] [Contents]
All ASPET Journals Molecular Pharmacology Pharmacological Reviews
 Molecular Interventions Drug Metabolism and Disposition