The Relation of Virologic and Immunologic Markers to Clinical Outcomes after Nucleoside Therapy in HIV-Infected Adults with 200 to 500 CD4 Cells per Cubic Millimeter
David A. Katzenstein, M.D., Scott M. Hammer, M.D., Michael D. Hughes, Ph.D., Holly Gundacker, M.S., J. Brooks Jackson, M.D., Susan Fiscus, Ph.D., Suraiya Rasheed, M.D., Tarek Elbeik, Ph.D., Richard Reichman, M.D., Anthony Japour, M.D., Thomas C. Merigan, M.D., Martin S. Hirsch, M.D., for The AIDS Clinical Trials Group Study 175 Virology Study Team
Background We studied measures of human immunodeficiency virus(HIV) replication, the viral phenotype, and immune function(CD4 cell counts) and the relation of changes in these indicatorsto clinical outcomes in a subgroup of patients in a controlledtrial of early antiretroviral treatment for HIV, the AIDS ClinicalTrials Group Study 175.
Methods The 391 subjects, each of whom entered the study witha single screening CD4 cell count of 200 to 500 per cubic millimeter,were randomly assigned to receive zidovudine alone, didanosinealone, zidovudine plus didanosine, or zidovudine plus zalcitabine.Plasma concentrations of HIV RNA were assessed in 366 subjects,and viral isolates from 332 subjects were assayed for the presenceof the syncytium-inducing phenotype.
Results After eight weeks, the mean (±SE) decrease frombase line in the concentration of HIV RNA, expressed as thechange in the base 10 log of the number of copies per milliliter,was 0.26±0.06 for patients treated with zidovudine alone,0.65±0.07 for didanosine alone, 0.93±0.10 forzidovudine plus didanosine, and 0.89±0.06 for zidovudineplus zalcitabine (P<0.001 for each of the pairwise comparisonswith zidovudine alone). Multivariate proportional-hazards modelsshowed that higher base-line concentrations of plasma HIV RNA,less suppression of plasma HIV RNA by treatment, and the presenceof the syncytium-inducing phenotype were significantly associatedwith an increased risk of progression to the acquired immunodeficiencysyndrome and death. After adjustment for these measures of viralreplication and for the viral phenotype, CD4 cell counts werenot significant predictors of clinical outcome.
Conclusions Both the risk of the progression of HIV diseaseand the efficacy of antiretroviral therapy are strongly associatedwith the plasma level of HIV RNA and with the viral phenotype.The changes in the plasma concentration of HIV RNA predict thechanges in CD4 cell counts and survival after treatment withreverse-transcriptase inhibitors.
The AIDS Clinical Trials Group Study 175 (ACTG 175) providesdirect evidence, in the clinical report elsewhere in this issueof the Journal,1 of the clinical and immunologic benefits (e.g.,increased CD4 cell counts) of the treatment of human immunodeficiencyvirus (HIV) infection with didanosine, zidovudine plus didanosine,and zidovudine plus zalcitabine, as compared with zidovudinemonotherapy. Although changes in CD4 cell counts have provideda basis for the initiation of antiretroviral treatment and havebeen used to help define the acquired immunodeficiency syndrome(AIDS),2 the plasma HIV RNA concentration is increasingly usedas a measure of viral replication in order to evaluate the activityof antiviral drugs.3,4,5,6,7,8,9,10 In trials comparing zidovudinewith placebo in symptomatic subjects with CD4 cell counts of200 to 500 per cubic millimeter, increasing plasma HIV RNA concentrationsand decreasing CD4 cell counts have been associated with thedevelopment of AIDS.11 In addition, the presence of the syncytium-inducingphenotype of HIV, associated with advanced disease and resistanceto zidovudine, may contribute to the rapid progression of disease.12,13
In order to determine the relation of virologic and immunologicfactors to clinical progression in a subgroup of subjects enrolledin ACTG 175, we evaluated plasma HIV RNA concentrations, CD4cell counts, and viral phenotype both at entry to the studyand during treatment. The associations among virologic and immunologicresponses, viral phenotypes, survival, and the progression ofdisease were examined in HIV-infected patients being treatedwith nucleoside reverse-transcriptase inhibitors at an intermediatestage of HIV disease.
Methods
Trial Design
The entry criteria, treatment regimens, and clinical characteristicsof subjects in ACTG 175 are described in the study's clinicalreport.1 The study's virology subgroup comprised 391 subjectsenrolled at 11 of the study sites. Blood was collected in acidcitrate dextrose on two occasions, at least 72 hours apart,during the 14 days preceding treatment, to determine plasmaHIV RNA concentrations; the geometric mean of these two measurementswas defined as the base-line value. Plasma HIV RNA concentrationswere measured at weeks 8, 20, and 56, provided that the subjectscontinued to receive the assigned treatment.
Virologic Studies
Syncytium-inducing viruses were detected by the cocultivationof supernatant fluid from cell-culture isolates in MT-2 cells.These were observed for 14 days, when the presence or absenceof signs of cytopathology led us to identify the isolates assyncytium-inducing or nonsyncytium-inducing isolates,respectively.12,13 Plasma samples frozen at -70°C were assayedfor their plasma HIV RNA concentrations with the Amplicor polymerase-chain-reactiontest (Roche Molecular Systems, Branchburg, N.J.).14 All samplesfrom individual subjects were tested in the same assay withcontrol samples containing 15,000 and 150,000 copies of HIVRNA. The laboratories were certified in the performance of theassay by the Virology Quality Assurance Program of the ACTG.15
Statistical Analysis
Analyses of plasma HIV RNA concentrations were undertaken afterlog (base 10) transformation of the values. Throughout thisarticle, HIV RNA concentrations are expressed as the log ofthe number of copies per milliliter. Analysis of variance andtwo-sample t-tests were used to test associations among base-linecharacteristics, including CD4 cell counts and plasma HIV RNAconcentrations, and the mean changes in CD4 cell counts andplasma HIV RNA concentrations associated with the differenttreatments. The associations between the base-line characteristicsand the presence of the syncytium-inducing phenotype were evaluatedwith the chi-square test and logistic regression.16 The distributionof times to events was compared with use of the log-rank testand Cox proportional-hazards models, with stratification accordingto history of antiretroviral treatment and the assigned treatmentregimen.17 Base-line levels and changes from base line to week8 and week 56 in plasma HIV RNA concentrations and CD4 cellcounts were included in the proportional-hazards models as continuousvariables, but the hazard ratios are presented as those associatedwith a decrease of 1.00 log in the HIV RNA concentration andwith an increase of 100 CD4 cells per cubic millimeter. Testsof interaction were used to assess whether the strength of theassociations varied according to treatment and history of antiretroviraltherapy.18 All P values are two-sided and have not been adjustedfor multiple comparisons.
Results
Study Subjects
This study included 391 of the subjects enrolled in ACTG 175;of these, 216 reported having had one week of previous antiretroviraltherapy or less, and 175 had received more than one week ofantiretroviral therapy, usually with zidovudine. Of the group,89 subjects were randomly assigned to receive zidovudine alone;107, didanosine alone; 102, zidovudine plus didanosine; and93, zidovudine plus zalcitabine. Selected characteristics ofthe 391 subjects are shown in Table 1. As compared with all2467 subjects in ACTG 175, this subgroup had some differencesin characteristics attributable to its slower rate of accrualand site selection. Although a larger percentage of subjectsin the virology subgroup had little or no previous antiretroviraltherapy, as compared with the overall study group, the subjectsin the two groups who had had such therapy received treatmentof similar duration. The median duration of treatment duringthe study was 122 weeks; 17 percent of the virology subgroupwas lost to follow-up, and 51 percent discontinued the studytreatment. There was a significantly greater rate of discontinuationof treatment among subjects assigned to receive zidovudine alone(71 percent) than among those assigned to receive didanosinealone (41 percent, P<0.001), zidovudine plus didanosine (45percent, P = 0.002), or zidovudine plus zalcitabine (48 percent,P<0.001). Analyses of changes in plasma HIV RNA concentrationswere restricted to the first 56 weeks of follow-up, during which68 percent of the subjects were still taking their assignedmedications.
Table 1. Plasma HIV RNA Concentration, CD4 Cell Count, and Viral Phenotype According to the Characteristics of the Subjects at Base Line.
Virologic and Immunologic Markers at Base Line
Plasma HIV RNA concentrations were assessed at base line, intwo separate measurements, for 366 of the subjects. Four subjectshad values (at both the measurements) below the limit of detection(2.30 log copies per milliliter). The mean plasma HIV RNA concentrationwas 4.20 log (15,971 copies per milliliter), and the valuesranged as high as 6.16 log. For 80 percent of the subjects,the difference in the log concentration between the two base-linemeasurements was less than 0.26, and for 90 percent it was lessthan 0.41. For each additional 100 cells per cubic millimeterin a patient's CD4 count, the mean plasma HIV RNA concentrationat entry was 0.14 log lower (P<0.001), but subjects withsimilar CD4 counts had HIV RNA concentrations that varied byabout ±1 log from the average.
Syncytium-inducing virus was detected in 59 (18 percent) ofthe 332 viral isolates from samples taken at entry to the study.The subjects with syncytium-inducing virus in isolates had significantlylower mean CD4 cell counts than those without such virus (296±12vs. 352±6 cells per cubic millimeter, P<0.001) andsignificantly higher plasma HIV RNA concentrations (4.53±0.10vs. 4.18±0.04 log, P<0.001).
The association between base-line characteristics and plasmaHIV RNA concentrations, CD4 cell counts, and the presence orabsence of syncytium-inducing virus is shown in Table 1. Thepresence of signs and symptoms related to HIV infection (oralhairy leukoplakia, candidiasis, or herpes zoster) was significantlyassociated with increased HIV RNA concentrations (P<0.001)and decreased CD4 cell counts (P = 0.006). Homosexuality wasassociated with a significantly higher plasma concentrationof HIV RNA (P = 0.002), and intravenous drug use with a significantlylower concentration (P = 0.003). Women had significantly lowerplasma HIV RNA concentrations (P<0.001), as did black subjects(P = 0.013). However, there were no significant associationsof these risk factors, sex, or race with the CD4 cell count.Antiretroviral treatment before entry into the study was associatedwith lower CD4 cell counts and a higher rate of the presenceof syncytium-inducing phenotype, but not with differences inplasma HIV RNA concentrations.
Multivariate Model of the Variation in Base-Line Plasma HIV RNA Concentrations
A stepwise selection procedure for variables was used to developa multivariate model for assessing factors associated with differentbase-line plasma HIV RNA concentrations. In this model, thepresence of early symptoms related to HIV was independentlyassociated with an HIV RNA concentration, in copies per milliliter,that was 0.28 log higher (P = 0.006); a decrease of 100 cellsper cubic millimeter in the CD4 count was associated with anHIV RNA concentration that was 0.17 log higher (P<0.001);female sex was associated with an HIV RNA concentration thatwas 0.28 log lower (P = 0.003); and intravenous drug use wasassociated with an HIV RNA concentration that was 0.26 log lower(P = 0.013). Race and ethnic group were not significantly associatedwith a difference in HIV RNA concentrations. The presence ofthe syncytium-inducing phenotype, however, was associated withan HIV RNA concentration that was 0.28 log higher (P = 0.004).
Changes in Plasma HIV RNA Concentrations during Treatment
Study treatment was associated with a decrease in plasma HIVRNA concentrations and an increase in CD4 cell counts. Measurementsmade eight weeks after the start of treatment revealed significantdifferences in the response of plasma HIV RNA concentrationsto antiretroviral therapy among the treatment groups. Therewas a mean decrease of 0.26±0.06 log (45 percent) inthe HIV RNA concentration in 65 subjects who received zidovudinealone, a decrease of 0.65±0.07 (78 percent) in 87 subjectswho received didanosine alone, a decrease of 0.93±0.10(88 percent) in 81 subjects who received zidovudine plus didanosine,and a decrease of 0.89±0.06 (87 percent) in 76 subjectswho received zidovudine plus zalcitabine (P<0.001 for eachof the pairwise comparisons with zidovudine alone).
The changes from base line in HIV RNA concentrations duringthe first 56 weeks of treatment are shown in Figure 1. Subjectswithout a history of antiretroviral treatment who took zidovudinealone had a mean reduction at week 8 of 0.47 log; subjects withthat history had a mean reduction of 0.02. Pairwise comparisonsof the changes in plasma HIV RNA concentrations between theother three treatments and zidovudine alone showed no significantdifferences between subjects with and without a history of antiretroviraltreatment. At week 8 and week 56, as compared with subjectstaking zidovudine alone, subjects who were taking didanosinealone, zidovudine plus didanosine, and zidovudine plus zalcitabineall had significantly greater reductions in plasma HIV RNA concentrations.The two combination therapies were associated with significantlygreater mean reductions than was didanosine alone at week 8,but these differences were not significant at week 56.
Figure 1. Changes in Plasma HIV RNA Concentrations in the Four Treatment Groups over 56 Weeks.
Values are shown for all subjects, subjects without previous antiretroviral therapy, and subjects with previous antiretroviral therapy. Concentrations are expressed as the log of the number of HIV RNA copies per milliliter.
Virologic Predictors of the Progression of Disease
During follow-up, 78 of the 391 subjects (20 percent) had a50 percent decrease in the CD4 cell count, were given a diagnosisof AIDS, or died; 48 (12 percent) were given a diagnosis ofAIDS or died; and 28 (7 percent) died. The pattern of end pointsfound among the four treatment groups in our study of the virologysubgroup was not significantly different from that in the overallstudy of 2467 subjects. The associations between the base-linecharacteristics of the virology subgroup and the progressionof disease are shown in Table 2. The risk of disease progressionwas greatest among subjects in the lowest quartile of CD4 counts(<255 CD4 cells per cubic millimeter), with little changein the risk of progression found over the remainder of the rangeof CD4 counts. An increased risk of disease progression wasassociated with each successively higher quartile of base-lineplasma HIV RNA concentrations and with the presence of syncytium-inducingvirus. The risk of progression was examined with multivariateproportional-hazards models that considered the base-line plasmaHIV RNA concentration, the base-line CD4 cell count, and thepresence or absence of the syncytium-inducing phenotype at baseline as variables.
Table 2. Outcomes According to Base-Line Virologic and Immunologic Markers in a Univariate Analysis.
Model 1 in Table 3 shows the hazard ratios for adverse clinicaloutcome associated with these variables. Lower base-line plasmaHIV RNA concentrations and the presence of the nonsyncytium-inducingphenotype at base line were significant predictors of a decreasedhazard of disease progression. After adjustment for base-lineplasma HIV RNA concentrations and viral phenotype, CD4 cellcounts were not significantly associated with the risk of progression.Further analyses (data not shown) indicate that the associationsof disease progression with base-line plasma HIV RNA concentrations,CD4 cell counts, and the viral phenotype were not significantlydifferent between subjects who did and subjects who did nothave a history of antiretroviral treatment, nor did they differamong the four treatment groups.
Table 3. Two Multivariate Proportional-Hazards Models for Predicting Outcomes.
Responses to Treatment and the Progression of Disease
Responses to treatment, measured as the suppression of plasmaHIV RNA or increases in CD4 cell counts, were included in proportional-hazardsmodels (model 2 in Table 3). A decrease of 1.0 log in the concentrationof HIV RNA from base line to week 8 was associated with a significantlowering to 0.35 in the hazard ratio for AIDS or death (i.e.,a 65 percent reduction in the risk of AIDS or death). In model2, the reduction in the risk of the specified clinical outcomesassociated with changes in CD4 cell counts was not significant.The hazard ratios associated with base-line plasma HIV RNA concentrationsand base-line viral phenotype were similar in models 1 and 2;both lower base-line plasma HIV RNA concentrations and a decreasein the concentration between base line and week 8 were associatedwith a significant reduction in the risk of disease progression(Table 4).
Table 4. Progression to AIDS or Death According to Base-Line Plasma HIV RNA Concentration and Decrease in Concentration at Week 8.
A proportional-hazards model similar to model 2 was fitted tothe data, which included changes in plasma HIV RNA concentrationsand CD4 cell counts from base line to week 56. There was a 90percent reduction in the risk of progression of disease associatedwith a reduction of 1.0 log in the plasma HIV RNA concentrationbetween base line and week 56 (P = 0.007). In this model thechange in the CD4 count was not an independent predictor ofthe risk of progression to AIDS or death (P = 0.52).
Discussion
The measurement of plasma HIV RNA concentrations provides asensitive indicator of the risk of disease progression and deathin subjects with asymptomatic HIV infection, both before andafter treatment with reverse-transcriptase inhibitors. Althoughzidovudine monotherapy in subjects with 200 to 500 CD4 cellsper cubic millimeter has relatively limited immunologic andclinical benefits,19,20 treatment with zidovudine plus didanosine,zidovudine plus zalcitabine, or didanosine alone results ina more sustained virologic and immunologic response. Our virologicfindings support the hypothesis that treatment of the earlystages of HIV infection with antiretroviral drugs, as assessedby the measurement of plasma HIV RNA concentrations, is associatedwith protection against immunologic deterioration, AIDS, anddeath.
The ability to measure plasma HIV RNA concentrations may permita more targeted, rational use of antiretroviral drugs beforethe onset of severe immunodeficiency. The risk of disease progressionamong the mostly asymptomatic subjects enrolled in this studywas better indicated by the plasma HIV RNA concentration thanby the CD4 cell count, which was not as strong a predictor ofclinical events. The gradient of risk for disease progressionin the early stages of HIV infection as indicated by plasmaHIV RNA concentrations (Table 2) provides a rationale for theuse of antiretroviral therapy in patients with higher plasmaconcentrations of HIV RNA, regardless of the CD4 cell count,although further studies are needed to determine whether itis wise to defer antiretroviral treatment when there are lowerconcentrations of plasma HIV RNA.
These results regarding the predictive value of plasma HIV RNAconcentrations support the findings of other recent studies.In the analysis of a placebo-controlled study of therapy withzidovudine in 270 symptomatic subjects with 200 to 500 CD4 cellsper cubic millimeter, O'Brien et al. concluded that both thebase-line levels of CD4 cells and plasma HIV RNA and the changesin these levels over six months were predictors of the developmentof AIDS.11 Over a longer observation period, Mellors et al.observed in the Multicenter AIDS Cohort Study that the riskof AIDS and death was strongly associated with increased plasmaHIV RNA concentrations.3 Our study found a significant associationbetween a reduction in the plasma HIV RNA concentration afterthe initiation of therapy with antiretroviral drugs and a reductionin the risk of AIDS and death, but there was less evidence thatchanges in the CD4 cell count in response to drug therapy provideda useful indication of the risk of clinical progression.
The presence of lower base-line plasma HIV RNA concentrationsamong women and among intravenous drug users is an interestingbut unexplained observation. However, risk factors for HIV infection,sex, ethnic group, and a history of previous antiretroviraltreatment were not independently associated with differencesin clinical outcome. Neither are the clinical results of ACTG175 fully explained by the overall comparison of the changesin HIV RNA concentrations in the different treatment regimens.Therapy with didanosine alone led to clinical results comparableto those with the combination of zidovudine and didanosine,although patients treated with the latter regimen had a clearlylarger mean decrease in plasma HIV RNA concentrations (Figure 1).The reduction in plasma HIV RNA concentrations after treatmentwith zidovudine plus zalcita-bine was similar to that afterzidovudine plus didanosine, yet the latter regimen was moreeffective in the subjects with a history of antiretroviral therapy,1and similar results have been observed in a recently reportedstudy of combination therapies in subjects with more advanceddisease, but without a history of antiretroviral therapy.21
These differences point to the importance of other factors inthe treatment of HIV infection, including the development ofdrug resistance, adherence to assigned treatment, and the durabilityof antiretroviral activity. Overall, the specific treatmentassignment was of less importance as a predictor of clinicalprogression than was the reduction in the plasma HIV RNA concentrationafter antiretroviral therapy.
Besides HIV RNA, other virologic factors also have a role inthe pathogenesis and treatment of HIV. Syncytium-inducing virushas been associated with an accelerated rate of CD4 cell depletion,reduced CD4 cell responses, and resistance to zidovudine.12,13,22,23,24,25In our study, the presence of syncytium-inducing virus was arisk factor for disease progression independent of the CD4 cellcount and the plasma HIV RNA concentration. Whether more aggressiveantiretroviral intervention can prevent or suppress the developmentof the syncytium-inducing phenotype requires additional study.
The observations in ACTG 175 are limited to patients treatedwith zidovudine, didanosine, and zalcitabine. Studies of therapywith other nucleoside reverse-transcriptase inhibitors, stavudineand lamivudine, used in combination with protease inhibitors,have found large decreases in plasma HIV RNA and proportionalincreases in CD4 cells.11,26,27 As additional drugs and combinationsof drugs are tested, studies are needed to confirm that decreasesin the rate of disease progression are proportional to the suppressionof plasma HIV RNA. However, our results provide evidence thatin the treatment of HIV infection with reverse-transcriptaseinhibitors, clinical benefits come about through the suppressionof viral replication and the reduction of plasma HIV RNA concentrations.
Supported by the AIDS Clinical Trials Group of the NationalInstitute of Allergy and Infectious Diseases.
Drs. Katzenstein, Hammer, Merigan, Hirsch, Jackson, Reichman,and Japour have served as ad hoc consultants or as speakersin programs sponsored by Bristol-Myers Squibb, GlaxoWellcome,or HoffmannLaRoche, the pharmaceutical firms whose productswere studied.
* Other members of the AIDS Clinical Trials Group Study 175 VirologyStudy Team are listed in the Appendix.
Source Information
From the Stanford University Medical Center, Stanford, Calif. (D.A.K., T.C.M.); Harvard Medical School (S.M.H., A.J., M.S.H.) and Harvard School of Public Health (M.D.H., H.G.), Boston; Case Western Reserve University, Cleveland (J.B.J.); the University of North Carolina, Chapel Hill (S.F.); the University of Southern California, Los Angeles (S.R.); the University of California at San Francisco, San Francisco (T.E.); and the University of Rochester, Rochester, N.Y. (R.R.).
Address reprint requests to Dr. Katzenstein at the Division of Infectious Diseases, S-156, Stanford University Medical Center, Stanford, CA 94305.
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Appendix
Other members of the ACTG 175 Virology Study Team were: JanetLathey, Ph.D., University of California, San Diego; Walter Scott,Ph.D., University of Miami; Brigitte Griffiths, M.D., Yale University;Mark Winters, M.S., Stanford University; Tim Spahlinger, CaseWestern Reserve University; Jacqueline Gillis, New England DeaconessHospital; and Richard D'Aquila, Harvard Medical School.
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