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Journal of Clinical Microbiology, February 2000, p. 727-732, Vol. 38, No. 2
0095-1137/00/$04.00+0
Copyright © 2000, American Society for Microbiology. All rights reserved.
Comparison of Three Assays for Cytomegalovirus
Detection in AIDS Patients at Risk for Retinitis
Pornthep
Wattanamano,1
John L.
Clayton,2
Jeffrey J.
Kopicko,2
Patricia
Kissinger,2
Steven
Elliot,1
Christine
Jarrott,3
Setlur
Rangan,1 and
Mark A.
Beilke1,*
Section of Infectious
Diseases1 and General Clinical Research
Center Branch,3 Department of Medicine,
Tulane University School of Medicine, and Tulane University School
of Public Health and Tropical Medicine,2 New
Orleans, Louisiana 70112
Received 29 June 1999/Returned for modification 23 August
1999/Accepted 4 November 1999
 |
ABSTRACT |
The purpose of this study was to determine the sensitivity and
specificity of three different methods of cytomegalovirus (CMV) detection for AIDS patients at risk for CMV retinitis. Patients with
CD4+ counts of <100/µl and negative baseline screening
eye examinations were tested for CMV infection by (i) pp65 antigenemia
expression in leukocytes, (ii) the Digene Hybrid Capture CMV DNA
System, and (iii) the Roche Amplicor Qualitative PCR Test. The
incidence of CMV retinitis in our study of 296 patients at the Medical
Center of Louisiana
New Orleans HIV Outpatient Clinic was 7.2 per
100 person-years (a total of 20 episodes in 18 patients from April 1997 to February 1999). Receiver operating characteristic curves were
calculated for each assay to determine optimal cutoff points which
maximized the sensitivity and specificity of each assay. The
sensitivities of the assays compared to the eye examinations were 80%
for the pp65 antigenemia assay (cutoff, >0 cell per 1.5 × 105 leukocytes), 85% for the Digene assay (cutoff, 1,400 genome copies/ml of whole blood), and 60% for the Amplicor assay. The
specificities of the assays were 84, 84, and 87%, respectively. The
Digene assay with a cutoff of
1,400 genome copies/ml gave optimal
sensitivity and specificity and was found to have predictive values
equal to those of the more technically cumbersome antigenemia assay.
 |
INTRODUCTION |
Human cytomegalovirus (CMV) is a
ubiquitous opportunistic pathogen in human immunodeficiency virus
(HIV)-infected individuals (17). Prior to the era of highly
active antiretroviral treatment (HAART), 20 to 40% of persons with
AIDS developed CMV end-organ disease, including retinitis, esophagitis,
colitis, or encephalitis (3, 20). HIV- and
CMV-coinfected persons with CD4+ cell counts below
50/µl are at greatest risk for the development of CMV disease
(10, 11, 13). Recent data indicate that immune reconstitution following HAART is associated with a decreased incidence
of opportunistic infections, including CMV retinitis (4,
18). There are also reported cases of patients recovering from
CMV retinitis after initiation of HAART (21).
Nonetheless, CMV retinitis still occurs in patients who cannot tolerate
HAART or those who fail treatment due to nonadherence or development of
HIV drug resistance. Retinitis is the most common manifestation of CMV
infection in AIDS patients, accounting for 75 to 80% of CMV disease
(8). Patients with CMV retinitis often are asymptomatic or
manifest only vague visual complaints (20, 24). Therefore,
the disease is frequently diagnosed during ophthalmologic screening of AIDS patients with normal vision. If not recognized and treated early, CMV retinitis may later evolve to profound complications, including retinal detachment and blindness (20, 24).
For these reasons, early detection of active CMV infection through
noninvasive laboratory tests has been proposed as a way of predicting
the subsequent development of retinitis (5, 7, 24). Several
molecular diagnostic assays have been developed for the detection of
CMV antigen expression or nucleic acid in peripheral blood.
Furthermore, some studies suggest that initiation of CMV therapy when
certain threshold levels of CMV antigenemia and/or DNA load are present
may delay the development of retinitis (1, 5, 7). In this
study, we used three molecular diagnostic tests for the detection of
CMV viremia: (i) detection of CMV pp65 antigen in leukocytes, (ii) the
Digene Hybrid Capture CMV DNA System, and (iii) qualitative plasma CMV
DNA detection with the Roche Amplicor Qualitative PCR Test. The study
population included patients who received screening and follow-up eye
examinations for CMV retinitis. The virologic assays were used with the
goal of identifying patients at risk for the development of CMV retinitis.
 |
MATERIALS AND METHODS |
Patients.
All patients received their diagnostic evaluations
at the Medical Center of Louisiana
New Orleans HIV Outpatient Clinic
between April 1997 and February 1999. A total of 296 patients were
evaluated. Clinic patients with CD4+ cell counts of
<100/µl were referred by their primary care providers for eye
examinations. All of these patients were included in this study. The
following clinical and diagnostic variables were obtained: (i) a
complete eye examination performed by the staff ophthalmologist; (ii)
plasma HIV load, determined by the Roche Amplicor method; (iii) T-cell
subsets; and (iv) three CMV assays described in detail below. Patients
with normal retinal examinations were reexamined at intervals of 3 to 6 months and retested using the assays described below. Repeat T-cell
subset and viral load determinations were obtained at the discretion of
the primary care provider. When available, the data were included in
the statistical analysis (described below).
Specimen collection and processing.
Blood samples (about 7 to 10 ml) were collected in EDTA tubes at the baseline eye examination
and were processed within 4 h of collection. For each specimen,
3.5 ml of EDTA-treated whole blood was used for the Digene assay, and
plasma was separated from the remaining blood sample for the Amplicor
assay. Then, the remaining plasma-free blood was resuspended with
phosphate-buffered saline (PBS) to its original volume for the CMV pp65
antigenemia assay.
Assay methods. (i) CMV pp65 antigenemia assay.
Detection of
CMV pp65 lower matrix protein in peripheral blood leukocytes was
performed by a modification of previous methods (1, 5) as
follows. Leukocytes were separated from 4 to 5 ml of PBS-resuspended,
plasma-free, EDTA-treated blood with a 4:1 (blood/dextran) volume of
5% dextran solution. The leukocytes then were washed and resuspended
in PBS to yield 1.5 × 106 cells/ml. Slides were
prepared using 100 µl of the leukocyte suspension per slide and a
cytocentrifuge (Cytospin-2; Shandon Scientific, Pittsburgh, Pa.).
Slides were air dried overnight. A duplicate slide was kept at
70°C
in case of the need for sample retesting. The other was fixed in 5%
formaldehyde and permeabilized with 0.5% Nonidet P-40 (Boehringer
GmbH, Mannheim, Germany). Slides were then stained by an indirect
immunofluorescence technique with a mouse monoclonal antibody directed
to CMV pp65 lower matrix protein and fluorescein isothiocyanate-labeled
goat monoclonal antibodies to mouse antigen according to the
manufacturer's specifications (Chemicon International, Inc., Temecula,
Calif.). The number of antigen-positive cells per slide was counted and
expressed as the number of positive cells per 1.5 × 105 leukocytes examined.
(ii) Hybrid capture CMV DNA assay.
The Digene Hybrid Capture
DNA System (version 2; Digene Corp., Silver Spring, Md.) was used
according to the manufacturer's instructions. The assay detects CMV
DNA in leukocyte-rich cell pellets obtained from whole blood by use of
a red blood cell lysis procedure followed by centrifugation and DNA
extraction. Specimens containing the target DNA hybridize with a
specific CMV RNA probe cocktail. Multiple conjugated antibodies bound
to each captured hybrid react with a chemiluminescent substrate,
resulting in light emission measured as relative light units on a
luminometer. The analytical sensitivity of the version 2 assay at the
positive cutoff, generated from a set of three standards supplied with the assay, is equivalent to 675 CMV genome copies per ml of whole blood. A positive result was defined as
1,400 genome copies/ml of
whole blood. Values between 675 and 1,400 copies/ml (considered equivocal, according to the manufacturer's package insert) were considered negative in this study (14, 16, 22).
(iii) PCR for CMV DNA detection.
The Roche Amplicor
Qualitative PCR Test (Roche Diagnostics Systems, Inc., Branchburg,
N.J.) was performed according to the manufacturer's instructions for
qualitative detection of CMV DNA per 50 µl of plasma. The PCR was
performed with a Perkin-Elmer model 9600 thermal cycler, and amplicons
were detected by an enzyme-linked immunoassay. Samples with a CMV
optical density (OD) of
0.25 and an internal control (IC) OD of
0.25 or <0.25 were interpreted as positive, while samples with a CMV
OD of <0.25 and an IC OD of
0.25 were interpreted as negative.
Samples with a CMV OD of <0.25 and an IC OD of <0.25 were
noninterpretable, and additional testing would be required due to the
possibility of the presence of PCR inhibitors in the samples (2,
12).
Statistical analysis.
A cross-sectional assessment for the
following demographic and clinical characteristics of the study
population was conducted: gender, race, CD4 cell count, CD8 cell count,
HIV load, and administration of HAART (defined as the use of three or
more antiretroviral drugs given in combination). These characteristics
were then compared for positive versus negative episodes of CMV
retinitis using Fisher's exact test.
Two analyses were then conducted. The first analysis used nonparametric
receiver operating characteristic (ROC) curve comparisons (9) to determine the most predictive test of CMV retinitis. The test determined as most predictive in this step was then entered into a multivariate generalized estimating equation (GEE) model (26) to determine significant factors associated with CMV
retinitis, as described below. To assess the validity of the different
tests (antigenemia, Digene, and Amplicor), appropriate cutoff points for those tests were determined; to determine which test is most appropriate, ROC curves were computed, plotted, and compared. Computations of all sensitivities and specificities were made using
SPSS 9.0 for Windows statistical software. The sensitivites and
specificities for every distinct value for the continuous outcome tests
(antigenemia and Digene) and for the qualitative (Amplicor) test were
calculated. The sensitivity was then plotted against 1
specificity in order to obtain the ROC curves. The area under the curve
(AUC) for each test was then computed and compared to the area that
would have been expected if the diagnostic test had no predictive value
whatsoever. The AUC was defined as the probability that a randomly
selected diseased patient had a test value greater than that of a
randomly selected nondiseased patient. If the AUC expected by chance
alone was 0.50, the nonparametric Mann-Whitney U statistic was used to
determine the difference between the actual AUC and 0.50. With a value
significantly above 0.50, it was established that the diagnostic test
would positively predict the disease state correctly (G. Campbell,
unpublished data).
The point at which both the sensitivity and the specificity were
mutually maximized was determined from the ROC curve plot.
Determination of diagnostic cutoff points using the ROC curve
analysis
was conducted by calculating the maximum sensitivity
times specificity.
These points defined the appropriate laboratory
cutoff points for the
diagnostic tests with continuous outcomes.
Sensitivities,
specificities, positive predictive values, and
negative predictive
values were then calculated based on the determined
cutoff points.
Finally, the AUCs were compared to each other using
pairwise
comparisons.
Z statistics were computed based on the
AUCs
and their standard errors. Since a total of three comparisons
were made
and it was determined a priori which comparisons were
made, Bonferroni
adjustments (
25) were made for the significance
level in
order to control type 1 error. To determine this level,
the traditional

level of 0.05 was divided by 3 to result in
an adjusted

level
of 0.01667 for
significance.
In order to form a predictive model with CMV retinitis as the outcome,
GEEs were used (
26). This method is used to analyze
longitudinal data (with repeated measures on each individual subject)
when there is a likelihood that those repeated measures will be
correlated with each other or when some of those values are missing.
It
is a modification of the techniques used in logistic regression
and
linear regression, where the quasi-likelihood estimates are
used to
estimate the equation coefficients. The use of these equations
allows
for increased power, and model selection is more robust
(
27). GEEs were calculated using the statistical module PROC
GENMOD in SAS statistical software. Initially, bivariate GEEs
were
modeled in order to determine which variables should be entered
into a
multivariate model. Based on these models, HAART therapy
status, months
of follow-up time, CD4
+ T-helper lymphocyte count, and
Digene test result (based on a
cutoff point previously determined by
ROC curve analysis) were
all entered into a multivariate GEE. Odds
ratios (OR) and 95%
confidence intervals (CI) were computed. This
modeling technique
allowed for both correlated measures (as in the
longitudinal data
used here) and missing values (useful since some
viral load measurements
were missing for some
patients).
 |
RESULTS |
Laboratory results for 512 samples taken from 296 AIDS patients
receiving screening eye examinations for CMV retinitis at the Medical
Center of Louisiana
New Orleans HIV Outpatient Clinic were included in
the statistical analysis. All samples were tested using the three
assays described above. The cross-sectional demographic and clinical
characteristics of the patient population are shown in Table
1. The majority of patients were male
(80%). A total of 72.6% of patients were African-American, 23.6%
were Caucasian, and the rest were Hispanic (3.4%) and Asian (0.3%).
The patients had a mean age of 38.04 years (standard deviation, 7.83);
they ranged from 18 to 65 years old. The mean and median
CD4+ T-lymphocyte cell counts were 67.09 cells/µl
(standard deviation, 94.7) and 26.5 cells/µl, respectively. Of
patients who had a recent CD4+ T-lymphocyte cell count,
66.2% had a count of
50 cells/µl. The mean and median
CD8+ T-lymphocyte cell counts were 631 cells/µl (standard
deviation, 464.9) and 492 cells/µl, respectively. The mean and median
HIV loads were 218,433 copies/ml (standard deviation, 258,738) and 104,500 copies/ml, respectively. The vast majority (97%) of patients had recent HIV loads of greater than 10,000 copies/ml. Of the 230 patients (78%) whose charts were available for antiretroviral regimen
review, 147 (64%) were on HAART. It should be noted, however, that the
duration of HAART treatment for most of these patients was less than 6 months.
Fisher's exact test was used to determine which variables were
associated with CMV disease at the bivariate level. This analysis showed that CD4+ T-lymphocyte cell counts, CD8+
T-lymphocyte cell counts, and HAART were the factors most statistically associated with CMV disease (Table 2).
There were 20 cases of retinitis in 18 patients. Two patients had more
than one episode of CMV retinitis. There was also one patient who had a
relapse of CMV retinitis while on oral ganciclovir after a ganciclovir eye implant.
ROC curve analysis.
The ROC curves generated for the assays
are shown in Fig. 1; the analysis of the
data is summarized in Table 3. This
analysis demonstrates the diagnostic values of the three assays
compared to that of the eye examination, which is the "gold
standard." The areas under the ROC curves were significantly larger
than the area expected by chance alone for all three types of assays (P, <0.001). Maximum sensitivity and specificity were
determined for each assay, and diagnostic cutoff points were defined
based on these points on the curves. These cutoff points for the pp65 antigenemia and Digene assays were determined to be the presence of any
pp65 antigen-positive cells/1.5 × 105 cells and
1.4 × 103 CMV genomes/ml, respectively. Since the
Amplicor assay is qualitative, a positive result was designated as the
cutoff point. Using these cutoff points, diagnostic value was assessed.
A total of 93 samples positive in the antigenemia assay were analyzed;
16 (17.2%) were positive for CMV retinitis using a cutoff of the
presence of any antigen-positive cells. A total of 106 samples positive
in the Digene assay were analyzed; 17 (16%) were positive for CMV
retinitis using a cutoff of 1,400 genome copies/ml. A total of 74 positive Amplicor samples were available; 12 (16.2%) were positive for CMV retinitis. Of the patients diagnosed with CMV retinitis, two tested
negative in all three assays used.
Using a cutoff point of the presence of any cells in the
antigenemia assay, the sensitivity was calculated to be 0.80 and
the specificity was calculated to be 0.843. For the Digene assay
with a
cutoff point of 1,400 genome copies/ml, the sensitivity
was 0.85 and
the specificity was 0.839. Finally, for the Amplicor
assay, the
sensitivity and specificity were determined to be 0.60
and 0.874, respectively. The positive predictive values were all
quite low,
ranging from 16 to 18%. However, the negative predictive
values were
all above 98%. The high negative predictive value
is partly a result
of the low prevalence of retinitis. Pairwise
comparisons of the AUCs
resulted in the determination that no
significant difference was seen
between the antigenemia and Digene
assays in their validity for
accurately diagnosing CMV retinitis.
Significant differences were seen
between the Amplicor assay and
both the antigenemia and the Digene
assays (
P, <0.001).
Multivariate GEE analysis.
The GEE was used to determine which
variables were significantly associated with the development of CMV
retinitis in a multivariate analysis. With GEE at the bivariate level,
only HAART naivete (P, 0.0053), longer follow-up time in
months (P, <0.001), CD4+ T-helper lymphocyte
cell counts less than or equal to 50 cells/µl (P, 0.0088),
and a positive Digene assay result (P, <0.001) were determined to be significantly associated with CMV retinitis. These
factors were entered into a multivariate GEE analysis, which yielded OR
and 95% CI that are presented in Table
4. Significantly associated factors in
this model were a 1-month increase in follow-up time (OR, 1.01; 95%
CI, 1.01 to 1.02) and a positive Digene assay result (OR, 1.19; 95%
CI, 1.10 to 1.28).
 |
DISCUSSION |
The incidence of CMV retinitis has declined since the availability
of protease inhibitors (4, 18). Our patient population had
an incidence of 7.2 per 100 person-years, slightly higher than the
national reported incidence of approximately 5 per 100 person-years in
the first quarter of 1997 (18). Adherence to treatment and
follow-up are significant problems in our clinic and may contribute to
this higher rate.
To date, ours is the largest study using the three assays for a
large cohort of AIDS patients undergoing routine ophthalmologic examinations. This study was aimed at evaluating the diagnostic values
of the three assays compared to the gold standard, eye examinations by
an ophthalmologist, for AIDS patients at risk for CMV retinitis. The
dilated eye examination for the diagnosis of CMV retinitis is
noninvasive but lacks sensitivity when retinitis is early in its
evolution (24). Therefore, CMV detection assays may assist
clinicians in the diagnosis of CMV retinitis in its early stages in
patients at high risk for developing CMV retinitis (24).
The previous studies reporting the diagnostic value of the pp65
antigenemia assay for CMV disease in AIDS patients are summarized in
Table 5. Our study had the largest sample
size. There were wide ranges in the sensitivity, specificity, and
positive predictive value among the studies. There are several
reasons for the different findings in these studies. First, the
patient populations had different CD4+ T-lymphocyte
cell counts at entry into the studies. Second, there was some
variability in the antigenemia assay technique used, including the
number of peripheral blood leukocytes per slide and the reagents used.
Also, the interpretation of this assay is reader dependent. Third,
some of the studies included CMV disease other than retinitis. CMV
retinitis is a more localized disease than other CMV end-stage organ
diseases; therefore, the level of CMV antigenemia may be lower.
Our clinic population may differ from other study populations. The New
Orleans HIV Outpatient Clinic serves a high proportion of
African-American males, many of whom obtain treatment in advanced stages of HIV infection. Although Table 2 suggests a relatively large
number of patients receiving HAART, it must be considered that the vast
majority of these individuals had been on treatment for less than 6 months.
Our study indicates that all three of these assays have low positive
predictive values, in the range of 16 to 17%. Therefore, one
should view the application of these assays as sensitive but nonspecific indicators of CMV disease. When the cutoff for a
positive test was increased, the specificity and positive
predictive value were better (1, 7). One study suggested
that preemptive anti-CMV therapy be initiated if antigenemia is greater
than 20 cells (7).
An additional finding in this study was that all three methods had high
negative predictive values (above 98% for each assay). These findings
would therefore favor the use of these assays for ruling out patients
at high risk for retinitis. Nonetheless, it should be pointed out that
despite the high negative predictive values, 2 of the 20 cases of
active retinitis were associated with negative results. Also, the
relatively low disease prevalence in the study cohort may partially
explain the high negative predictive values for the assays used.
The Digene Hybrid Capture CMV DNA System is advantageous compared to
the antigenemia method because it is technically less cumbersome and
operator dependent. In previous studies (14, 22) and in this
study (Table 6), the Digene assay
(version 2) had high diagnostic values and much narrower ranges of
sensitivity, specificity, and positive predictive value than the pp65
antigenemia assay. The sensitivities in all studies were higher than
0.85 (0.85 to 0.94). As for the antigenemia assay, all studies
demonstrated a very high negative predictive value (97 to 99%).
Theoretically, the Digene assay (version 2) may be more sensitive than
the antigenemia assay due to presence of a signal amplification step
for CMV DNA detection. Our study confirmed the findings of Mazzulli et
al. (14). Our study also showed that a cutoff point of 1,400 genome copies/ml rendered a higher specificity than the cutoff points provided by the standards supplied in the assay kits (approximately 675 genome copies/ml) and did not reduce the sensitivity (Table 6). This
higher cutoff point may be worth being adopted if further studies
support its value in AIDS patients at risk for CMV retinitis.
PCR techniques for CMV DNA detection have been developed in different
laboratories and tested with patient samples, including those of
HIV-infected persons, in many centers. We found the diagnostic value of
the Amplicor assay to be significantly lower than that of the
antigenemia and Digene assays for AIDS patients at risk for CMV
retinitis. This result may be explained by the use of a different blood
compartment (plasma) for CMV DNA detection. Theoretically, plasma
contains fewer viral genome copies than the cellular compartment.
Another explanation is that the positive cutoff of the Amplicor assay
could be too high for the setting of CMV retinitis, which is a
localized disease. However, when peripheral blood leukocytes were used
for CMV DNA detection by PCR techniques, the sensitivity increased to
1.00, while the specificity decreased to 0.61 (2). PCR
techniques may provide faster CMV detection for a larger number of
specimens but need further standardization before being used in this
clinical setting.
The data from our study showed that the pp65 antigenemia assay at a
cutoff point of >0 cells and the Digene assay at a cutoff point of
1,400 genome copies/ml were significantly more effective than the
Amplicor assay. The Digene assay gave the optimal diagnostic value at
this cutoff point. These assays will help to select subgroups of
patients who need more frequent follow-up when CMV viremia is detected.
Patients should continue their follow-up with the eye clinic, since our
study demonstrated that a 1-month increase in follow-up time was a risk
factor associated with CMV retinitis at the multivariate analysis
level. Finally, since all three assays have high negative predictive
values, clinicians should consider deferring empiric or prophylactic
anti-CMV treatment when patients have a negative test result.
 |
ACKNOWLEDGMENTS |
We thank Bruce Barron (Louisiana State University, Department of
Opthalmology) and Newton E. Hyslop, Jr. (Tulane University Medical
Center, Section of Infectious Diseases) for eye screening examinations
and consultative advice.
This project was supported through institutional resources without
financial support from the companies manufacturing the CMV assays used.
 |
FOOTNOTES |
*
Corresponding author. Mailing address: Section of
Infectious Diseases, Department of Medicine, Tulane University School
of Medicine, 1430 Tulane Ave., Box SL-87, New Orleans, LA 70112. Phone:
(504) 587-7316. Fax: (504) 584-3644. E-mail:
mabeilke{at}mailhost.tcs.tulane.edu.
 |
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Journal of Clinical Microbiology, February 2000, p. 727-732, Vol. 38, No. 2
0095-1137/00/$04.00+0
Copyright © 2000, American Society for Microbiology. All rights reserved.
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