| Literature DB >> 22912668 |
Michèle Bergeron1, Géraldine Daneau, Tao Ding, Nadia E Sitoe, Larry E Westerman, Jocelijn Stokx, Ilesh V Jani, Lindi M Coetzee, Lesley Scott, Anja De Weggheleire, Luc Boel, Wendy S Stevens, Deborah K Glencross, Trevor F Peter.
Abstract
INTRODUCTION: Point-of-care (POC) CD4 testing can improve access to treatment by enabling decentralization and reducing patient loss-to-follow-up. As new POC CD4 technologies become available, their performance should be assessed before widespread deployment. This study reports the findings of five independent evaluations of the PointCare NOW CD4 system. MATERIALS/Entities:
Mesh:
Substances:
Year: 2012 PMID: 22912668 PMCID: PMC3415398 DOI: 10.1371/journal.pone.0041166
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Table of reference methods and study populations at respective sites.
| Single Platform Reference Method | ||||||
| Site | N | HIV Status | Instrument | Software | MAb Combo | Beads |
| A | 143 | + | FACSCalibur | CellQuest Pro | CD45/3/4/8 | TruCount |
| B | 114+20 | + | FACSCalibur | CellQuest Pro | CD45/3/4/8 | TruCount |
| C | 89 | + | FACSCalibur | CellQuest Pro | CD45/3/4/8 | FlowCount |
| D | 55 | − | FACSCalibur | MultiSet | CD45/3/4 | TruCount |
| E | 71 | Unknown | Epics-XL | System II | CD45/CD4 FlowCare PLG | FlowCount |
N: number of data sets.
Site evaluated two PointCare Now with 75 and 68 samples respectively.
Site recruited 114 adults and 20 children.
Twenty-seven healthy volunteers were collected. Some were diluted with autologous plasma to obtain low level of CD4 cells for a total of 55 data sets.
Bias between reference method and PointCare Now (PC) for CD4 absolute counts.
| Lab | CD4 strata | N | Median CD4 cells/µl (Low-High) | p value | Mean bias (SD) | Mean % bias (SD) | R | Median % Similarity (%CV) | |
| PC | Reference | ||||||||
| All | 472 | 507 (28–1575) | 325 (4–1613) | <0.0001 | +153 (221) | +35.0 (55.7) | 0.702 | 119 (111) | |
| ≤350 | 259 | 369 (28–1433) | 220 (4–350) | <0.0001 | +180 (204) | +51.3 (60.9) | 0.343 | 139 (124) | |
| >350 | 213 | 689 (78–1575) | 517 (351–1613) | = 0.0006 | +120 (236) | +15.1 (40.8) | 0.624 | 110 (21) | |
| A | 143 | 424 (30–1468) | 252 (9–1291) | <0.0001 | +237 (312) | +43.1 (72.3) | 0.384 | 139 (97) | |
| ≤350 | 101 | 386 (30–1433) | 194 (9–350) | <0.0001 | +226 (252) | +60.4 (67.1) | 0.293 | 162 (96) | |
| >350 | 42 | 562 (78–1468) | 459 (353–1291) | = 0.1005 | + 81 (373) | +1.4 (67.8) | 0.244 | 106 (33) | |
| B | 114 | 533 (113–1336) | 317 (4–918) | <0.0001 | +212 (190) | +51.1 (48.6) | 0.710 | 135 (98) | |
| ≤350 | 68 | 450 (113–847) | 227 (4–350) | <0.0001 | +220 (146) | +67.9 (47.4) | 0.566 | 151 (104) | |
| >350 | 46 | 731 (171–1336) | 529 (356–918) | = 0.0027 | +200 (241) | +26.3 (38.5) | 0.418 | 117 (19) | |
| C | 89 | 611 (81–1183) | 430 (22–1272) | <0.0001 | +150 (166) | +31.1 (41.1) | 0.743 | 114 (72) | |
| ≤350 | 26 | 405 (81–711) | 250 (22–345) | = 0.0013 | +181 (163) | +55.2 (57.1) | 0.307 | 139 (102) | |
| >350 | 61 | 670 (122–1183) | 506 (350–1272) | = 0.0476 | +141 (167) | +34.6 (26.9) | 0.626 | 112 (15) | |
| D | 55 | 527 (28–1498) | 541 (109–1613) | <0.0001 | −11 (85) | −9.5 (31.2) | 0.980 | 99 (11) | |
| ≤350 | 21 | 206 (28–369) | 295 (109–342) | = 0.0001 | −47 (61) | −27.3 (42.1) | 0.739 | 95 (14) | |
| >350 | 34 | 820 (293–1498) | 762 (359–1613) | = 0.0693 | +11 (91) | +1.4 (13.9) | 0.964 | 101 (7) | |
| E | 71 | 428 (37–1575) | 301 (29–1332) | <0.0001 | +126 (138) | +32.0 (37.9) | 0.856 | 118 (31) | |
| ≤350 | 41 | 352 (37–739) | 221 (29–350) | <0.0001 | +124 (115) | +41.8 (41.0) | 0.661 | 128 (14) | |
| >350 | 30 | 596 (202–1575) | 469 (356–1332) | = 0.0437 | +128 (166) | +18.7 (29.0) | 0.798 | 110 (7) | |
Comparison in adults for absolute CD4 (CD4), and per group below and above 350 cells/µl.
paired sample t-test. SD, standard deviation ; CV, coefficient of variation.
Figure 1Bland-Altman graphs for CD4 agreement of each site evaluation.
Bias was plotted per site (A–E, and for children in site B) on all data range. Horizontal lines report mean bias (Mean) and limits of agreement (1.96 SD). Absolute CD4 count (CD4, in cells/µl), or relative CD4 (CD4%, in %) on PointCare NOW (PC) or on reference instrument (ref).
Figure 2Percent similarity histogram of each site evaluation.
Percent similarity values on absolute CD4 counts (Site A–E) or relative CD4 (Site B-Children) were plotted per ranges according to frequency in the respective site. Outlier values corresponding to percent similarity values above 500% were removed: 5 data sets were removed from site A (562, 731, 755, 944, 1572); 2 data sets from site B (704, 1675); and 1 data set from site C (765). For each site, median percent similarity (MDPS) ± standard deviation were calculated.
Bias between reference method and PointCare Now (PC) for CD4 %.
| Lab | CD4 strata | N | Median CD4% (Low-High) | P value | Mean bias (SD) | Mean % bias (SD) | R | Median % Similarity (%CV) | |
| PC | Reference | ||||||||
| All | 472 | 27.1 (2.4–63.4) | 20.0 (0.4–64.0) | <0.0001 | +5.0 (11.0) | +24.6 (56.1) | 0.614 | 110 (103) | |
| ≤350 | 259 | 23.0 (2.4–50.9) | 13.9 (0.4–57.0) | <0.0001 | +7.3 (11.7) | +40.2 (63.3) | 0.355 | 126 (116) | |
| >350 | 213 | 32.7 (3.0–63.4) | 29.1 (9.0–64.0) | = 0.0006 | +2.3 (9.4) | +5.8 (38.3) | 0.671 | 104 (21) | |
| A | 143 | 22.3 (2.4–63.4) | 12.0 (1.0–44.0) | <0.0001 | +9.0 (12.8) | +43.3 (72.0) | 0.196 | 138 (88) | |
| ≤350 | 101 | 21.4 (2.4–49.0) | 10.0 (1.0–22.0) | <0.0001 | +11.3 (11.7) | +60.0 (68.2) | −0.012 | 159 (87) | |
| >350 | 42 | 26.2 (3.0–63.4) | 21.0 (9.0–44.0) | = 0.1005 | +3.6 (13.7) | +3.1 (65.2) | 0.255 | 107 (33) | |
| B | 114 | 25.4 (4.6–54.1) | 19.0 (0.4–44.4) | <0.0001 | +7.1 (8.8) | +34.5 (49.8) | 0.558 | 121 (120) | |
| ≤350 | 68 | 24.3 (4.6–40.5) | 15.5 (0.4–30.5) | <0.0001 | +9.0 (8.0) | +47.9 (53.5) | 0.483 | 131 (93) | |
| >350 | 46 | 27.6 (6.8–54.1) | 23.4 (9.8–44.4) | = 0.0027 | +4.3 (9.2) | +14.7 (36.0) | 0.553 | 110 (16) | |
| C | 89 | 32.5 (5.6–63.2) | 28.5 (1.8–64.0) | <0.0001 | +3.4 (8.5) | +14.1 (39.1) | 0.727 | 103 (53) | |
| ≤350 | 26 | 22.8 (5.6–49.7) | 18.2 (1.8–31.4) | = 0.0013 | +7.4 (9.9) | +37.1 (55.2) | 0.436 | 124 (76) | |
| >350 | 61 | 37.2 (7.1–63.2) | 33.9 (11.6–64.0) | = 0.0476 | +1.9 (7.3) | +5.2 (25.1) | 0.720 | 103 (13) | |
| D | 55 | 39.4 (4.2–59.1) | 43.0 (30.0–58.0) | <0.0001 | −6.0 (9.9) | −17.8 (33.4) | 0.530 | 96 (12) | |
| ≤350 | 21 | 30.1 (4.2–50.9) | 41.0 (31.0–57.0) | = 0.0001 | −12.4 (11.1) | −39.8 (42.1) | 0.376 | 89 (14) | |
| >350 | 34 | 43.9 (25.8–59.1) | 44.5 (30.0–58.0) | = 0.0693 | −2.1 (6.5) | −4.3 (16.0) | 0.707 | 97 (8) | |
| E | 71 | 24.7 (2.5–49.4) | 19.1 (2.9–37.2) | <0.0001 | +4.1 (7.0) | +17.4 (37.6) | 0.713 | 111 (27) | |
| ≤350 | 41 | 19.8 (2.5–44.1) | 14.2 (2.9–32.4) | <0.0001 | +4.9 (6.5) | +24.0 (41.9) | 0.714 | 114 (14) | |
| >350 | 30 | 28.3 (10.9–49.4) | 25.9 (13.3–37.2) | = 0.0437 | +3.0 (7.7) | +8.2 (28.8) | 0.507 | 108 (15) | |
Comparison in adults for relative CD4 (CD4%), and per group below and above 350 cells/µl.
paired sample t-test. SD, standard deviation ; CV, coefficient of variation.
Bias between reference method and PointCare Now (PC) for children.
| CD4 strata | N | Median CD4% or cells/µl (Low-High) | p-value | Mean bias (SD) | Mean % bias (SD) | R | Median % Similarity (%CV) | ||
| PC | Reference | ||||||||
| CD4% | 20 | 21.3 (5.3–39.8) | 24.0 (7.0–36.6) | = 0.57 | −1.2 (9.6) | −6.8 (50.7) | 0.537 | 102 (27) | |
| ≤25% | 11 | 14.4 (8.1–29.5) | 16.7 (7.0–24.5) | = 0.32 | +1.7 (5.3) | +9.5 (39.5) | 0.700 | 107 (28) | |
| >25% | 9 | 27.6 (5.3–39.8) | 29.9 (25.1–36.6) | = 0.28 | −4.8 (12.5) | −26.6 (58.0) | 0.0833 | 97 (22) | |
| CD4 | 20 | 1360 (267–3367) | 1253 (117–2906) | = 0.49 | +107 (673) | +5.6 (56.4) | 0.597 | 113 (29) | |
Comparison in children for relative (CD4%) for all and per group below and above 25%, and absolute counts in cells/µl (CD4).
paired sample t-test. SD, standard deviation ; CV, coefficient of variation.
Within run precision assessment for absolute CD4 count (cells/µl) and relative CD4 measurement (%).
| Site | Reference method | PointCare Now | ||
| CD4% | CD4 cells/µl | CD4 % | CD4 cells/µl | |
| A | 3.6% (18.7±0.7) | 5.0% (429±21.6) | n/a | n/a |
| B | 2.2% (40.7±0.9) | 3.8% (806±30.6) | n/a | n/a |
| C | 1.7% (38.6±0.6) | 3.4% (795±26.7) | 9.6% | 10.6% |
| D | 1.2% (53±0.6) | 3.7% (1089±40.3) | 4.4% (50.2±2.2) | 5.1% (1108±57) |
| E | 1.4% (51.4±0.7) | 4.0% (1456±58.2 ) | 3.9% (50.4±2.0) | 5.1% (1405±71.7) |
Intra-run precision given as %CV (Mean ± SD) on 10 replicates.
PointCare Now precision established from 8 replicates.
Clinical agreement between PointCare NOW and Reference method at 2010 WHO guidelines in adults.
| Sites | N | N below cut-off | Sensitivity | Specificity |
|
| A | 143 | 98 | 49% | 80% | 0.233 |
| B | 114 | 65 | 38% | 96% | 0.314 |
| C | 89 | 28 | 50% | 100% | 0.578 |
| D | 55 | 20 | 100% | 97% | 0.971 |
| E | 71 | 40 | 63% | 94% | 0.535 |
| All | 472 | 251 | 53% | 94% | 0.450 |
Case identification at cut-off of 350 cells/µl is based on theoretical decision to initiate ART based on PointCare NOW values to decision based on the reference instrument, with a 10% bilateral inclusion range (values from 332 to 367 were considered as similar).
Clinical agreement between PointCare NOW and Reference method at 2006 WHO guidelines for adults.
| Sites | N | N below cut-off | Sensitivity | Specificity |
|
| A | 143 | 50 | 32% | 85% | 0.187 |
| B | 114 | 23 | 26% | 96% | 0.275 |
| C | 89 | 9 | 44% | 98% | 0.492 |
| D | 55 | 6 | 100% | 94% | 0.770 |
| E | 71 | 18 | 50% | 100% | 0.599 |
| All | 472 | 106 | 39% | 94% | 0.377 |
Case identification at cut-off of 200 cells/µl is based on theoretical decision to initiate ART based on PointCare NOW values to decision based on the reference instrument, with a 10% bilateral inclusion range (values from 190 to 210 were considered as similar).
Clinical agreement between PointCare NOW and Reference method at 2010 WHO guidelines for children.
| Cut-off | N | N below cut-off | Sensitivity | Specificity |
|
| 25% | 20 | 10 | 90% | 70% | 0.600 |
| 750 cells/µl | 20 | 3 | 100% | 88% | 0.692 |
Case identification at cut-off of 25% or 750 cells/µl is based on theoretical decision to initiate ART based on PointCare NOW values to decision based on the reference instrument, with a 10% bilateral inclusion range (values from 23.7 to 26.2 were considered as similar to 25%, and 712 to 787 to 750cells/µl).