| Literature DB >> 32329186 |
Tendesayi Kufa1,2, Ahmad H Mazanderani1,3,4, Gayle G Sherman1,4,5, Aurélie Mukendi4, Tanya Murray4, Faith Moyo4, Karl-Günter Technau6, Sergio Carmona7,8.
Abstract
INTRODUCTION: Maternal viral load monitoring (mVL) and early infant diagnosis (EID) are necessary to achieve elimination of mother-to-child transmission of HIV. Point-of-care testing can achieve better outcomes compared to centralized laboratory testing (CLT). We describe the first implementation of point-of-care (POC) mVL and EID testing around delivery at four high volume tertiary obstetric units (TOUs) in Gauteng, South Africa.Entities:
Keywords: Africa; diagnostics; point-of-care; testing; vertical transmission; viral load monitoring; viral suppression
Mesh:
Year: 2020 PMID: 32329186 PMCID: PMC7180267 DOI: 10.1002/jia2.25487
Source DB: PubMed Journal: J Int AIDS Soc ISSN: 1758-2652 Impact factor: 5.396
Description of outcomes and data analysis techniques
| Outcome | POC test | Definition | Data analysis methods |
|---|---|---|---|
| Coverage of testing | a) VL |
Number of WLHIV who had a POC VL test done as % of live births to WLHIV during implementation period (Minimum coverage). Maximum coverage |
Coverage was measured on the number of unique WLHIV regardless of the number of tests done on each woman. Proportions determined overall and across TOUs categories. |
| b) EID |
Number of HIV‐exposed infants who had POC EID test done as % of live births to WLHIV during the implementation period (Minimum coverage). Maximum coverage | Coverage was measured on the number of unique HIV‐exposed infants regardless of number of tests done on each infant. Proportions were determined overall and across TOUs. | |
| Results return before discharge | a) VL |
% of WLHIV tested and had their POC results returned before discharge. Minimum % results returned were calculated using the number of live births to WLHIV during implementation period as denominator. Maximum % results returned |
Results return was measured on the number of unique WLHIV or HIV‐exposed infants regardless of the number of tests done on each woman. Proportions determined overall and across categories. χ2 tests used to compare differences across categories. Multi‐variable Poisson regression with robust error variance was used to determine sample and TOU‐level factors associated with return of results. All available variables were included in models |
| b) EID |
% of infants tested who had their POC results returned before discharge. Minimum % results returned were calculated using the number of live births to WLHIV during implementation period as denominator. Maximum % results returned | ||
| Turn‐around time (TAT) | VL and EID | Duration of time from specimen collection to return of results. |
This was measured on all specimens tested, resulted and returned to WLHIV or HIV‐exposed infants. Medians and interquartile ranges overall and across categories. K‐test for equality of medians used to determine differences across categories. These were calculated for specimens with a documented return of result. The sign‐test was used to compare the population level median TAT for POC VL testing versus POC EID testing for mothers‐infant pairs who both had POC testing. |
| Agreement between POC results and laboratory results | a) VL |
Limits of agreement between POC VL results and centralized laboratory VL results. Agreement beyond chance for VL results below limit of detection, VL > 50 copies/mL, VL > 1000 copies/mL |
Bland‐Altman analysis. Kappa Statistic, sensitivity and specificity of POC testing compared to CLT |
| b) EID | Agreement beyond chance for positive or negative EID results | Kappa Statistic, sensitivity and specificity of POC testing compared to CLT |
EID, early infant diagnosis; mVL, maternal HIV viral load; POC, point‐of‐care test.
The outcomes of “maximum coverage of testing” and “maximum % results returned”, were calculated by excluding live births to WLHIV delivered during weekends or on public holidays.
Figure 1Summary of POC VL and EID testing.
Coverage of testing and return of results
| VL | EID | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Jhb F | Jhb D | Tshwane | Jhb B | All | Jhb F | Jhb D | Tshwane | Jhb B | All | |
| Infants born to WLHIV | 1543 | 3324 | 1177 | 2103 | 8147 | 1543 | 3324 | 1177 | 2103 | 8147 |
| Infants born to WLHIV (excluding weekends/ public holidays) | 1080 | 2460 | 859 | 1367 | 5766 | 1080 | 2460 | 859 | 1367 | 5766 |
| Number of unique WLHIV OR infants tested | 323 | 743 | 574 | 1263 | 2903 | 1038 | 1561 | 1036 | 1408 | 5043 |
| % Coverage of testing (Minimum) | 20.9 | 22.4 | 48.8 | 60.1 | 35.6 | 67.3 | 47.0 | 88.0 | 67.0 | 61.9 |
| % Coverage of testing (Maximum) | 29.9 | 30.2 | 66.8 | 92.4 | 50.3 | 96.1 | 63.5 | 100 | 100 | 87.5 |
| Infants whose mothers had POC VL testing | – | – | – | – | – | 142 | 233 | 219 | 1118 | 1712 |
| % infants whose mothers had POC VL testing | – | – | – | – | – | 13.7 | 14.9 | 21.1 | 79.4 | 33.9 |
| Number with documented results returned before discharge | 274 | 290 | 383 | 1209 | 2156 | 801 | 780 | 721 | 1379 | 3681 |
| % Results returned (Minimum) | 17.8 | 8.7 | 32.5 | 57.5 | 26.5 | 51.9 | 23.5 | 61.3 | 65.6 | 45.2 |
| % Results returned (Maximum) | 84.8 | 39.0 | 66.7 | 95.7 | 74.3 | 77.2 | 50.0 | 69.6 | 97.9 | 73.0 |
| Number with VL ≥ 1000 copies/mL/EID positive | 58 | 156 | 154 | 254 | 622 | 7 | 15 | 24 | 19 | 65 |
| % VL ≥ 1000 copies/mL OR EID positive | 18.0 | 21.0 | 26.8 | 20.1 | 21.4 | 0.7 | 1.0 | 2.3 | 1.4 | 1.3 |
Jhb B, Johannesburg B; Jhb D, Johannesburg D; Jhb F, Johannesburg F; EID, early infant diagnosis; POC, point‐of‐care; VL, HIV viral load.
Factors associated with no results return before discharge for both VL and EID testing
| Variable/category | VL (N = 2903) | EID (N = 5043) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| n/N | Univariable RR (95% CI) |
| Multivariable aRR (95% CI) |
| n/N | Univariable RR (95% CI) |
| Multivariable aRR (95% CI) |
| |
| TOU | ||||||||||
| Johannesburg F | 49/313 | 3.55 (2.46 to 5.12) | <0.001 | 3.58 (2.13 to 6.04) | <0.001 | 237/1038 | 11.08 (7.60 to 16.16) | <0.001 | 8.01 (4.96 to 12.91) | <0.001 |
| Johannesburg D | 453/743 | 14.26 (10.92 to 18.63) | <0.001 | 17.55 (12.92 to 23.84) | <0.001 | 781/1561 | 24.29 (16.87 to 34.94) | <0.001 | 22.71 (15.00 to 34.41) | <0.001 |
| Tshwane | 191/574 | 7.78 (5.85 to 10.35) | <0.001 | 7.51 (5.33 to 10.59) | <0.001 | 315/1036 | 14.76 (10.18 to 21.41) | <0.001 | 14.01 (9.18 to 21.49) | <0.001 |
| Johannesburg B | 15/1263 | 1.00 | 1.00 | 29/1408 | 1.00 | 1.00 | ||||
| Quarter of enrolment | ||||||||||
| June 18 | 81/281 | 1.00 | 1.00 | 133/384 | 1.00 | 1.00 | ||||
| July to September 18 | 260/905 | 1.00 (0.81 to 1.23) | 0.975 | 1.02 (0.86 to 1.21) | 0.845 | 688/1725 | 1.15 (0.99 to 1.34) | 0.064 | 0.89 (0.79 to 1.01) | 0.066 |
| October to December 18 | 202/849 | 0.83 (0.66 to 1.03) | 0.087 | 0.68 (0.57 to 0.81) | <0.001 | 292/1430 | 0.60 (0.50 to 0.70) | <0.001 | 0.50 (0.43 to 0.57) | <0.001 |
| January to March 19 | 204/868 | 0.82 (0.65 to 1.06) | 0.068 | 0.59 (0.49 to 0.70) | <0.001 | 249/1504 | 0.48 (0.40 to 0.57) | <0.001 | 0.38 (0.32 to 0.44) | <0.001 |
| Timing of specimen collection | ||||||||||
| Weekday workhours | 284/1859 | 1.00 | 1.00 | 545/2619 | 1.00 | 1.00 | ||||
| Weekday after‐hoursβ | 353/772 | 2.99 (2.62 to 3.41) | <0.001 | 5.52 (2.92 to 10.41) | <0.001 | 546/1694 | 1.55 (1.40 to 1.71) | <0.001 | 3.62 (1.14 to 11.54) | 0.030 |
| Weekend | 110/272 | 2.65 (2.21 to 3.17) | <0.001 | 1.43 (1.08 to 1.90) | 0.012 | 271/730 | 1.78 (1.58 to 2.01) | <0.001 | 1.17 (0.95 to 1.43) | 0.143 |
| POC machine | ||||||||||
| qHIV‐1/2 detect | 135/825 | 1.00 | 1.00 | |||||||
| Xpert HIV1/2 qual | 1227/4218 | 1.78 (1.51 to 2.09) | <0.001 | 0.93 (0.79 to 1.09) | 0.373 | |||||
| Initial test invalid/error | ||||||||||
| No | 657/2772 | 1.00 | 1.00 | 906/4332 | 1.00 | 1.00 | ||||
| Yes | 90/131 | 2.90 (2.54 to 3.31) | <0.001 | 2.17 (1.90 to 2.49) | <0.001 | 456/711 | 3.07 (2.83 to 3.32) | <0.001 | 2.69 (2.50 to 2.90) | <0.001 |
| VL ≥ 1000 copies/mL | ||||||||||
| No | 573/2281 | 1.00 | 1.00 | – | – | – | – | – | ||
| Yes | 174/622 | 1.11 (0.96 to 1.29) | 0.149 | 1.16 (1.03 to 1.32) | 0.018 | – | – | – | – | – |
| Mother did not have POC mVL | ||||||||||
| No | – | – | – | – | – | 1183/3331 | 1.00 | 1.00 | ||
| Yes | – | – | – | – | – | 179/1712 | 3.40 (2.94 to 3.93) | <0.001 | 1.29 (1.12 to 1.47) | <0.001 |
| EID PCR positive | ||||||||||
| No | – | – | – | – | – | 12/65 | 1.00 | 1.00 | ||
| Yes | 1350/4978 | 1.47 (0.88 to 2.45) | 0.142 | 1.12 (0.68 to 1.86) | 0.655 | |||||
β‐specimens collected before 07:00 hours and after 15:00 hours were considered to have been collected after hours. aRR, adjusted relative risk; CI, confidence interval; EID, early infant diagnosis; RR, relative risk; POC, point‐of‐care; TOU, tertiary obstetric unit; VL, viral load.
Both models allowed for interaction between timing off specimen collection and TOU: p‐value for interaction terms were 0.002 for mVL model and 0.034 for EID models respectively.
POC VL and EID testing turn‐around times by different categories measured on weekday specimens
| Category | VL (N = 2012) | EID (N = 3251) | ||
|---|---|---|---|---|
| TAT in hours (median, IQR) |
| TAT in hours (median, IQR) |
| |
| TOU | ||||
| Johannesburg F | 11.9 (3.4 to 19.4) | 14.2 (8.3 to 19.8) | ||
| Johannesburg D | 25.5 (15.5 to 34.8) | <0.001 | 22.5 (12.2 to 28.2) | <0.001 |
| Tshwane | 14.6 (3.5 to 22.0) | 15.5 (4.3 to 24.7) | ||
| Johannesburg B | 2.5 (2.0 to 3.3) | 2.8 (2.3 to 3.6) | ||
| Quarter of enrolment | ||||
| June 18 | 3.8 (2.8 to 8.9) | 7.8 (3.3 to 11.8) | ||
| July to September 18 | 3.3 (2.4 to 8.4) | <0.001 | 6.1 (3.1 to 18.8) | 0.809 |
| October to December 18 | 2.8 (2.1 to 15.5) | 6.6 (2.6 to 19.3) | ||
| January to March 19 | 2.8 (2.0 to 18.0) | 6.3 (2.6 to 20.2) | ||
| Specimen collected after‐hoursa | ||||
| No | 2.6 (2.1 to 3.8) | 3.2 (2.4 to 8.8) | ||
| Yes | 17 (11.8 to 30.0) | <0.001 | 14.6 (9.8 to 20) | <0.001 |
| Mother/infant also tested by POC | ||||
| No | 11.3 (2.8 to 23.4) | 14 (4.5 to 22.9) | ||
| Yes | 2.8 (2.1 to 4.3) | <0.001 | 3.2 (2.5 to 6.7) | <0.001 |
| Instrument type | ||||
| Xpert HIV1/2 Qual |
| – | 6.7 (2.7 to 19.1) | |
| qHIV‐1/2 Detect |
| – | 5.3 (3.0 to 18.8) | 0.284 |
| Initial test invalid or error | ||||
| No | 3.1 (2.2 to 13.6) | 6.3 (2.7 to 19.0) | ||
| Yes | 3.3 (2.4 to 10.0) | 0.382 | 7.6 (3.7 to 20.2) | 0.002 |
| Test result (VL ≥ 1000/EID pos) | ||||
| No | 3.1 (2.2 to 13.2) | 6.3 (2.8 to 19.0) | ||
| Yes | 3.3 (2.3 to 14.0) | 0.284 | 14.2 (2.7 to 21.8) | 0.151 |
EID, early infant diagnosis test; IQR, interquartile range; POC, point‐of‐care; pos, positive; TAT, turn‐around time; VL, viral load.
specimens collected before 07h00 and after 15h00 were considered to have been collected after hours.
Figure 2Bland Altman plot of agreement between POC VL and centralized laboratory VL measurements.