| Literature DB >> 27388763 |
Azure Tariro Makadzange1,2, Carola Bogezi2, Kathryn Boyd2, Anesu Gumbo2, Dorinda Mukura3, Allen Matubu3, Chiratidzo Ellen Ndhlovu2.
Abstract
INTRODUCTION: Enumeration of CD4+ T lymphocytes is important for pre-ART disease staging and screening for opportunistic infections, however access to CD4 testing in resource limited settings is poor. Point of care (POC) technologies can facilitate improved access to CD4 testing. We evaluated the analytical performance of a novel POC device the FACSPresto compared to the FACSCalibur as a reference standard and to the PIMA, a POC device in widespread use in sub-Saharan Africa.Entities:
Mesh:
Year: 2016 PMID: 27388763 PMCID: PMC4936750 DOI: 10.1371/journal.pone.0157546
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Median CD4 count and measures of bias between reference method and FACSPresto or PIMA.
| CD4 Platform | Reference | N | Median CD4 (IQR) | p-value | R2 | Mean Bias (LOA) | Mean% bias (SD) | Mean % similarity (%CV) | |
|---|---|---|---|---|---|---|---|---|---|
| Platform | Reference | ||||||||
| 250 | 514 (334, 696) | 501 (328, 683) | 0.0013 | 0.947 | 9.5 (-110.9–130.0) | 3.2 (12.3) | 101.6 (6.0) | ||
| CD4≤350 cells/μl | FACSCalibur | 73 | 266 (173, 307) | 239 (184, 315) | 0.0077 | 0.882 | 12.2 (-48.7–73.3) | 5.7 (14.7) | 102.9 (7.2) |
| CD4>350 cells/μl | FACSCalibur | 177 | 612 (500, 751) | 591 (493, 764) | 0.0359 | 0.899 | 8.4 (-129.4–146.2) | 2.2 (11.0) | 101.1 (5.5) |
| CD4≤500 cells/μl | FACSCalibur | 125 | 334 (237, 436) | 328 (225, 409) | 0.0001 | 0.899 | 13.8 (-67.5–95.0) | 4.8 (13.8) | 102.4 (6.7) |
| CD4>500 cells/μl | FACSCalibur | 125 | 696 (593, 833) | 683 (575, 835) | 0.337 | 0.858 | 5.3 (-144.4–155.0) | 1.6 (10.4) | 100.8 (5.2) |
| 41 | 416 (230, 666) | 490 (254, 764) | <0.0001 | 0.938 | -68.4 (-225.7–88.8) | -10.5 (17.6) | 94.8 (9.3) | ||
| CD4≤350 cells/μl | FACSCalibur | 13 | 200 (169, 220) | 207 (125, 248) | 0.133 | 0.628 | -19.8 (-121.1–81.5) | -3.4 (24.5) | 98.3 (12.4) |
| CD4>350 cells/μl | FACSCalibur | 28 | 569 (409, 712) | 680 (484, 834) | <0.0001 | 0.902 | -91 (-251.3–69.3) | -13.8 (12.6) | 93.1 (6.7) |
| CD4≤500 cells/μl | FACSCalibur | 22 | 234 (198, 339) | 290 (205, 406) | 0.017 | 0.795 | -30.9 (-152.9–91.2) | -6.8 (21.7) | 96.6 (11.2) |
| CD4>500 cells/μl | FACSCalibur | 19 | 667 (516, 803) | 775 (677, 899) | 0.0002 | 0.903 | -111.9 (-264.6–40.7) | -14.7 (10.3) | 92.6 (5.6) |
| 41 | 416 (230, 666) | 500 (302, 762) | <0.0001 | 0.936 | -77.7 (-233.0–77.6) | -14 (12.4) | 93.0 (6.7) | ||
| CD4≤350 cells/μl | FACSPresto | 14 | 203 (169, 230) | 236 (171, 302) | 0.011 | 0.838 | -32.6 (-106.1–40.8) | -11.1 (13.3) | 94.4 (7.0) |
| CD4>350 cells/μl | FACSPresto | 27 | 574 (416, 736) | 710 (500, 856) | <0.0001 | 0.892 | -102 (-268.2–64.1) | -15.5 (11.9) | 92.3 (6.5) |
| CD4≤500 cells/μl | FACSPresto | 21 | 230 (198, 329) | 302 (196, 413) | 0.0003 | 0.895 | -50.4 (-143.4–42.5) | -14.2 (13.0) | 92.9 (7.0) |
| CD4>500 cells/μl | FACSPresto | 20 | 667 (540, 795) | 782 (657, 874) | 0.0006 | 0.842 | -106.3 (-294.0–81.4) | -13.8 (12.1) | 93.1 (6.5) |
| 250 | 25.7 (18.4, 32.9) | 25 (17, 33) | <0.0001 | 0.973 | 1.06 (-2.5–4.7) | 4.9 (7.8) | 102.4 (3.8) | ||
| CD4≤25% | FACSCalibur | 139 | 17.8 (14.5) | 19 (15, 22) | <0.0001 | 0.938 | 1.14 (-1.8–4.1) | 6.4 (8.7) | 103.2 (4.2) |
| CD4>25% | FACSCalibur | 111 | 32.5 (27.9) | 33 (28, 39) | <0.0001 | 0.931 | 0.97 (-3.3–5.3) | 2.9 (6.1) | 101.5 (3.0) |
Fig 1Comparison between FACSPresto and FACSCalibur.
Passing-Bablok regression plot comparison of (a) absolute CD4 count and (c) CD4% values obtained from FACSPresto with the FACSCalibur as reference standard. The solid line represents the regression line and dashed line the 95%CI. Pollock plots indicating %mean bias between (b) absolute CD4 count and (d) CD4% values obtained on FACSPresto compared with those obtained on the FACSCalibur. The solid line represents the mean bias, the dashed line represents mean bias ±1.96SD.
Fig 2Comparison between PIMA and FACSCalibur and FACSPresto.
(a) Passing-Bablok regression plot comparison of absolute CD4 count between PIMA and FACSCalibur; (b) Pollock plot indicating %mean bias between PIMA and FACSCalibur
Sensitivity, Specificity, Positive (PPV) and Negative Predictive values (NPV) and misclassification rates of absolute CD4 counts at thresholds of 350 cells/μl and 500 cells/μl for FACSPresto and PIMA with FACSCalibur as the reference standard.
| Platform | Threshold | Sensitivity (95% CI) | Specificity (95% CI) | PPV | NPV | Downward Misclassific-ation | Upward Misclassifi-cation |
|---|---|---|---|---|---|---|---|
| 350 cells/μl | 84.9% (74.6–92.2) | 96.6% (92.8–98.7) | 91.2% (81.8–96.7) | 94% (89.4–96.9) | 3.40% | 15.10% | |
| 500 cells/μl | 92.8% (86.8–96.7) | 96.8% (92–99.1) | 96.7% (91.7–99.1) | 93.1% (87.3–96.8) | 3.20% | 7.20% | |
| 350 cells/μl | 100% (75.2–100) | 85.7% (67.3–96) | 76.5% (50.1–93.2) | 100% (85.8–100) | 14.30% | 0% | |
| 500 cells/μl | 95.5% (77.2–99.9) | 84.2% (60.4–96.6) | 87.5% (67.6–97.3) | 94.1% (71.3–99.9) | 15.80% | 4.50% |