Table 1 below shows Gender, Age Groups and HIV Status on Abbot Architect of the study participants compared to Sites they lived. The study examined specimen of 2564 participants, which were tested on the 5 different HIV tests being investigated. The rapid diagnostic laboratory tests were evaluated based on a comparison test method. The investigation evaluated the test accuracy of five diagnostic assays for the identification of HIV based on sensitivity and specificity measures. Among the 2564 samples analyzed, 1043 (40.7%) were male participants and 1521 (59.3%) female participants. The 2564 samples were from participants of a wide range of ages from the age of 15 to as old as 95 years as show in table 3. All participants below 18 years agreed to participate with guided parental consent.
Specimen of participants who were tested on all the 5 HIV tests were included in the analysis. In addition to the 3 Point of Care rapid tests, a blood sample was collected from each participant and sent to the laboratory for testing on Abbot Architect, all positive results on Abbot were confirmed using Genscreen Biorad ELISA. Variables analyzed include baseline demographics and rapid test results. Measurement of each tests’ sensitivity and specificity were compared and reported with 95% confidence intervals. Sensitivity and specificity of Ora-Quick and Determine was measured compared to HIV positive serostatus. HIV positive serostatus was defined by a positive result on the Abbot Architect Assay.
Table 1: Gender, Age Groups and HIV Status on Abbot Architect of the study participants compared to Sites they lived.
Gender, Age and HIV results compared to study sites of the participants
|
|
Mtendere
|
Kanakantampa
|
Total
|
Characteristics
|
n = 1955
|
%
|
n = 609
|
%
|
n = 2564
|
%
|
Gender
|
|
|
|
|
|
|
Male
|
719
|
28.0%
|
324
|
12.6%
|
1043
|
40.7%
|
Female
|
1236
|
48.2%
|
285
|
11.1%
|
1521
|
59.3%
|
Total
|
1955
|
76.2%
|
609
|
23.8%
|
2564
|
100.0%
|
Age Groups
|
|
|
|
|
|
|
15 - 17
|
78
|
3.0%
|
30
|
1.2%
|
108
|
4.2%
|
18 - 25
|
962
|
37.5%
|
189
|
7.4%
|
1151
|
44.9%
|
26 - 35
|
554
|
21.6%
|
149
|
5.8%
|
703
|
27.4%
|
36 - 45
|
228
|
8.9%
|
110
|
4.3%
|
338
|
13.2%
|
46 - 55
|
78
|
3.0%
|
55
|
2.1%
|
133
|
5.2%
|
56 - 65
|
41
|
1.6%
|
35
|
1.4%
|
76
|
3.0%
|
66 - 75
|
10
|
0.4%
|
28
|
1.1%
|
38
|
1.5%
|
76 - 85
|
4
|
0.2%
|
9
|
0.4%
|
13
|
0.5%
|
86 - 95
|
0
|
0.0%
|
4
|
0.2%
|
4
|
0.2%
|
Total
|
1955
|
76.2%
|
609
|
23.8%
|
2564
|
100.0%
|
HIV result
|
|
|
|
|
|
|
Non-Reactive
|
1737
|
67.7%
|
560
|
21.8%
|
2297
|
89.6%
|
Reactive
|
218
|
8.5%
|
49
|
1.9%
|
267
|
10.4%
|
Total
|
1955
|
76.2%
|
609
|
23.8%
|
2564
|
100.0%
|
The study included participants from two sites: Mtendere, representing the urban population and Kanakantampa the rural population. About 1955 (76.2%) participants were from Mtendere and 609 (23.8%) participants from Kanakantampa. There were more female (63.2%) than male (36.8%) participants in Mtenedere took part in the study, while in Kanakantampa more male (53.2%) participants took part in the study compared to females (46.8%). In both sites the highest participating ages range from 18 to 45 years of Age.
The table 2 below compares gender and Age of participants to HIV test results of the Abbot, used as a reference. As expected, female participants (68.9%) had a higher positivity rate compared to male participants (31.1%). The age range with the highest positive results was 26 to 35 (38.9%) years.
Table 2: Gender and Age categories of Participants compared to the gold standard HIV test results
Gender and Age of Participants compared to ABBOT Results
|
|
Abbot Architect Results (N)
|
|
Non-Reactive
|
Reactive
|
Total
|
Gender of Participant
|
(N)
|
%
|
(N)
|
%
|
(N)
|
%
|
Male
|
960
|
37.4%
|
83
|
3.24%
|
1043
|
40.7%
|
Female
|
1337
|
52.1%
|
184
|
7.18%
|
1521
|
59.3%
|
Total
|
2297
|
89.6%
|
267
|
10.41%
|
2564
|
100.0%
|
Age Groups
|
|
|
|
|
|
|
15 -17
|
102
|
4.0%
|
6
|
0.23%
|
108
|
4.2%
|
18 -25
|
1087
|
42.4%
|
64
|
2.50%
|
1151
|
44.9%
|
26 - 35
|
599
|
23.4%
|
104
|
4.06%
|
703
|
27.4%
|
36 - 45
|
275
|
10.7%
|
63
|
2.46%
|
338
|
13.2%
|
46 - 55
|
111
|
4.3%
|
22
|
0.86%
|
133
|
5.2%
|
56 - 65
|
71
|
2.8%
|
5
|
0.20%
|
76
|
3.0%
|
66 - 75
|
36
|
1.4%
|
2
|
0.08%
|
38
|
1.5%
|
76 - 85
|
12
|
0.5%
|
1
|
0.04%
|
13
|
0.5%
|
86 - 95
|
4
|
0.2%
|
0
|
0.00%
|
4
|
0.2%
|
Total
|
2297
|
89.6%
|
267
|
10.41%
|
2564
|
100.0%
|
The total mean age was 29.71 years (standard deviation 12.18). The mean age of the male participants was 30.89 (standard deviation 12.87) and 28.92 (standard deviation 11.63) for the females.
The blood samples sent to the lab were processed and tested on the Abbot Architect and then all that were positive on Abbot Architect were confirmed using the Genscreen Biorad ELISA test. The table 3 below shows a breakdown of how many tests from each Assay were reactive, non-reactive and not tested.
Table 3: Results of the 5 HIV tests being investigated.
|
Ora-quick
|
Determine
|
Uni-Gold
|
Abbot Architect
|
BIORAD-ELISA
|
|
N
|
%
|
N
|
%
|
N
|
%
|
N
|
%
|
N
|
%
|
Non-Reactive
|
2319
|
90.4
|
2311
|
90.1
|
6
|
0.2
|
2297
|
89.6
|
1
|
0.0004
|
Reactive
|
245
|
9.6
|
253
|
9.9
|
247
|
9.6
|
267
|
10.4
|
266
|
10.4
|
Not Tested
|
0
|
0
|
0
|
0
|
2311
|
90.1
|
0
|
0
|
2297
|
89.6
|
Total
|
2564
|
100
|
2564
|
100
|
2564
|
100
|
2564
|
100
|
2564
|
100
|
Interpretation of Table 3:
Ora-Quick: Of the 2564 samples tested on this test, 2319 (90.4 %) were non-Reactive and 245 (9.6%) were Reactive. All samples had a result.
Determine: all samples tested on Ora-quick were tested on Determine, out of the 2564 samples tested, 2311 (90.1%) were non-Reactive and 253 were Reactive.
Uni-Gold: Since this was used as a confirmatory test, only samples Reactive on the Determine test were tested on Uni-Gold. 253 samples Reactive on Determine were tested on Uni-gold, 247 were Reactive and 6 samples were non-Reactive. 2311 were not tested because they were Non-Reactive on Determine.
Abbot Architect: The Abbot Architect was the gold standard test were all above tests were compared to. All 2564 samples were tested on this test, 2297 samples were non-Reactive, and 267 samples were Reactive.
Genscreen Ultra ELISA: This was a confirmatory test for the Abbot Architect test. Only samples Reactive on Abbot were tested on this test. Of the 267 samples tested, 266 were Reactive and 1 which had a low signal to cut off on Abbot Architect tested Negative. This 1 discordant result was tested on Geenius confirmatory test, and it was Non-Reactive, showing that the Genscreen ultra ELISA is slightly more sensitive than the Abbot Architect test.
Table 4 below shows the Abbot Architect test was the reference standard, it had 2297 negative results and 267 positive results, when compared to the other Test result. When OraQuick results were compared to the gold standard, it was observed that of the 267 reactive results, OraQuick only detected 245 (91.8%) positive results and missed 22 (8.2%). When compared to Abbot Architect results, Determine 249 (93.3%) reactive and 18 tests negative on Determine but positive on ABBOT. The 249 Reactive results on Determine were confirmed on the UniGold test kit, of the 249 tested on UniGold, 247 were reactive and 2 gave false positive results. Compared to Abbot Architect results, UniGold was Reactive on 247 (92.5%) tests and gave 20 (7.5%) non-reactive results.
Table 4: Comparison of the results of OraQuick, Determine and UniGold to the gold standard.
Results of 3 Rapid Diagnostic tests compared to Abbot fourth generation test
|
RAPID DIAGNOSTIC TEST RESULTS
|
Abbot Architect Results
|
Non-Reactive
|
Reactive
|
Total
|
OraQuick Result
|
Non-Reactive
|
2297
|
22
|
2319
|
Reactive
|
0
|
245
|
245
|
|
Total
|
2297
|
267
|
2564
|
Determine Result
|
Non-Reactive
|
2293
|
18
|
2311
|
Reactive
|
4
|
249
|
253
|
|
Total
|
2297
|
267
|
2564
|
Unigold Result
|
Non-Reactive
|
4
|
2
|
6
|
Reactive
|
0
|
247
|
247
|
Not done
|
2293
|
18
|
2311
|
|
Total
|
2297
|
267
|
2564
|
Interpretation of table 4:
OraQuick Results: Figure 2 below shows the tests that were Non-Reactive on both OraQuick and ABBOT were 2297(89.6%), 245(9.6%) were Reactive on both tests. 22(0.9%) tests were Reactive on ABBOT and non-reactive on OraQuick, meaning that ABBOT picked up 22(0.9%) more positive tests that OraQuick tested as non-reactive. 4(0.2%) tests were Non-reactive on Oraquick but reactive on Determine and Unigold.
OraQuick Rapid Test breakdown with reference to ABBOT test results
Determine Results: in Figure 3 below 2293(89.4%) tests were non-reactive on both determine and Abbot Architect. 249 (9.7%) tests were reactive on both Abbot Architect and Determine. 18(0.7%) were Reactive on Abbot Architect and Non-reactive on Determine, showing that Abbot Architect has a higher sensitivity compared to Determine.17There were 4 tests that were reactive on Determine and non-reactive on Abbot Architect the reference test, showing a 0.2% low specificity rate of Determine.
Determine Rapid Test breakdown with reference to ABBOT test results
UniGold Results: figure 4 below shows the confirmatory test for the Determine rapid tests, therefore only the tests reactive on Determine were tested on UniGold. Of the 253(9.9%) tests tested on UniGold, 2(0.9%) were Non-Reactive on Unigold but reactive on Determine and Abbot Architect.
Uni-Gold™ Recombigen® HIV-1/2 Test breakdown
Interpretation of results of the 3 rapid diagnostic tests and ABBOT assay
When all 3 rapid tests were compared to Abbot Architect, we see that OraQuick gives 22(0.86%) false negatives, UniGold gives 20(0.78%) false negatives and Deterimine had 18(0.70%) false negatives and 4(0.2%) false positives. Of the 3 RDTs, Determine is the most accurate with the highest Sensitivity (93.3%), then UniGold with 92.5% and lastly OraQuick with 91.7% sensitivity, which show a similar result pattern to a study by Kashoshi.
Plasma of the 2564 participants was tested on the Abbot Architect analyzer, 2297 (89.6%) were negative and 267 (10.4%) were positive as shown in the table 5. 2,311 (90.5%) had both a negative OraQuick and Determine test result. 245 (91.8%) participants had both a positive Determine and OraQuick test result. The sensitivity and specificity of the OraQuick test were 91.7 (95%CI) and 100 (95%CI), respectively when compared to HIV positive ABBOT test (Table 5). The Sensitivity and Specificity of Determine test were 93.3% and 99.8% respectively.
Table 5: Sensitivity, Specificity, Positive predictive value (PPV) and Negative predictive value (NPV) of the 4 Assays.
Test (Assay)
|
OraQuick
|
UniGold
|
Determine
|
Abbot Architect
|
No of positive results(a)
|
245
|
247
|
249
|
267
|
No of Negative results(d)
|
2319
|
2313
|
2311
|
2297
|
False Negative results©
|
22
|
20
|
18
|
0
|
False Positive results(b)
|
0
|
0
|
4
|
0
|
Sensitivity (%)
|
91.8
|
92.5
|
93.3
|
100
|
Specificity (%)
|
100
|
100
|
99.8
|
100
|
PPV (%)
|
100
|
100
|
98.4
|
100
|
NPV (%)
|
99.1
|
99.1
|
99.2
|
100
|
Discordant results
There was a total of 26(1%) discordant Determine and OraQuick test results. 18 (69.2%) were Determine negative and Abbot Architect positive, 8 (30.8%) were negative on Oraquick and positive on Determine, of the 8, 4 (15.4%) were Determine positive but negative on Abbot Architect and Oraquick and the other 4 (15.4%) were Oraquick negative and positive on both Determine and Abbot. Uni-GoldTM test had less positivity when compared to the total true positive tests. Of the 267 total reactive tests, Unigold detected 247 (92.5%) positives whereas Determine detected 249 (93.3%) positives and Oraquick detected 245 (91.8%).
Overall Description of the Analyzed Data
Of the 2564 participants who gave a sample, 1521 (59.4%) were female with a mean age of 28.9 years (95% CI: 28.3 – 29.5). 1043 (40.6%) were male with a mean age of 30.9 years (95% CI: 30.1 – 31.6). 267/2564 samples (10.4%) were found to be HIV-positive by the 4th generation ABBOT Architect HIV Ag/Ab assay. In contrast, only 245/2564 (9.6%), 249/2564 (9.7%), and 247/2564 (9.6%) samples tested positive by OraQuick ADVANCE® Rapid HIV-1/2 Antibody Test, Abbot Determine™ HIV-1/2 antibody test and Uni-Gold™ Recombigen® HIV-1/2 respectively (Table 5). When compared to the 4th generation Abbott Architect HIV Ag/Ab Combo assay, there were 22 HIV+ samples that were missed (“false negative”) by all three RDTs under evaluation, but only 4 samples had a reactive result (“false positive”) by Alere Determine HIV-1/2 which were negative on and Uni-Gold HIV which was not confirmed by the 4th generation Abbott Architect HIV Ag/Ab Combo assay.
Accuracy of the Different Tests
As shown in Table 5, OraQuick ADVANCE® Rapid HIV-1/2, Alere Determine HIV-1/2 and Uni-Gold Ultra HIV, at 95% CI had Sensitivities of: 91.8%, 93.3% and 92.5% respectively, of which when compared to the sensitivities reported by the manufacturers is quite low despite manufacturers reports of high sensitivity and specificity for these RDTs.18 Generally, the performance of HIV rapid diagnostic testing in a population is influenced by Positive and Negative Predictive values of the RDT kits used. Thus sensitivity and specificity results obtained from test kit evaluation studies to licensing and marketing of the kit will not necessarily be achieved in practice.19
The specificities of OraQuick ADVANCE® Rapid HIV-1/2 and Uni-Gold HIV were the same (100.0%; 95% CI: 98.8 -100.0) but slightly different from Alere Determine HIV-1/2 (99.8%). Negative predictive values (at 95% CIs) were 99.1, 99.2 and 99.1 for OraQuick ADVANCE® Rapid HIV-1/2, Alere Determine HIV-1/2, and Uni-Gold Ultra HIV respectively similar to Kashoshi study findings.17
The results shown in table 5 of the reference test-4th generation Abbot Architect HIV Ag/Ab assay demonstrating high sensitivity and maximum positive predictive values. Kappa statistic showed almost perfect agreement between the 4th generation Abbot Architect HIV Ag/Ab and three RDTs: OraQuick ADVANCE® Rapid HIV-1/2 (k = 0.952; 95% CI: 0.932 – 0.972), Alere Determine HIV-1/2 (k = 0.953; 95% CI: 0.933 – 0.972), and Uni-Gold Ultra HIV (k = 0.957; 95% CI: 0.938 – 0.976).