| Literature DB >> 26721833 |
John E Williams1, Matthew Cairns2, Fanta Njie3, Stephen Laryea Quaye1, Timothy Awine1, Abraham Oduro1, Harry Tagbor4, Kalifa Bojang3, Pascal Magnussen5, Feiko O Ter Kuile6, Arouna Woukeu2, Paul Milligan2, Daniel Chandramohan2, Brian Greenwood2.
Abstract
BACKGROUND: Intermittent screening and treatment in pregnancy (ISTp) is a potential strategy for the control of malaria during pregnancy. However, the frequency and consequences of malaria infections missed by a rapid diagnostic test (RDT) for malaria are a concern.Entities:
Keywords: Ghana; intermittent screening and treatment; malaria in pregnancy; rapid diagnostic test
Mesh:
Year: 2015 PMID: 26721833 PMCID: PMC4787605 DOI: 10.1093/cid/civ1198
Source DB: PubMed Journal: Clin Infect Dis ISSN: 1058-4838 Impact factor: 9.079
Sensitivity and Specificity of an Rapid Diagnostic Test in Detecting Malaria Infection, as Defined by Positive Microscopy or a Positive Polymerase Chain Reaction Assay in Peripheral Blood, at Initial Antenatal Clinic Visits in Pregnant Women in Four West African Countries
| Gravidity | PCR or Blood Slide /RDT | RDT Sensitivity % (95% CI) | RDT Specificity % (95% CI) | Number Positives With Density Result | Geometric Mean Density by Microscopya, Parasites per µL (95% CI) | ||||
|---|---|---|---|---|---|---|---|---|---|
| +/+ | +/− | −/+ | −/− | ||||||
| Burkina Faso | All | 348 | 35 | 10 | 160 | 90.9 (87.5, 93.6) | 94.1 (89.4, 97.1) | 591 | 1054.5 (951.5, 1168.7) |
| Primigravidae | 208 | 14 | 2 | 57 | 93.7 (89.6, 96.5) | 96.6 (88.3, 99.6) | 360 | 1372.3 (1213.1, 1552.3) | |
| Secundigravidae | 137 | 21 | 8 | 103 | 86.7 (80.4, 91.6) | 92.8 (86.3, 96.8) | 221 | 683.2 (576.5, 809.7) | |
| Ghana | All | 308 | 39 | 23 | 222 | 88.8 (85.0, 91.9) | 90.6 (86.2, 94.0) | 618 | 1950.0 (1760.8, 2159.6) |
| Primigravidae | 193 | 10 | 15 | 99 | 95.1 (91.1, 97.6) | 86.8 (79.2, 92.4) | 402 | 2403.9 (2127.7, 2715.9) | |
| Secundigravidae | 113 | 29 | 8 | 122 | 79.6 (72.0, 85.9) | 93.8 (88.2, 97.3) | 214 | 1314.8 (1104.9, 1564.6) | |
| Mali | All | 165 | 25 | 15 | 283 | 86.8 (81.2, 91.3) | 95.0 (91.8, 97.2) | 275 | 1343.5 (1131.4, 1595.3) |
| Primigravidae | 118 | 10 | 11 | 168 | 92.2 (86.1, 96.2) | 93.9 (89.3, 96.9) | 201 | 1431.5 (1169.6, 1752.1) | |
| Secundigravidae | 47 | 15 | 4 | 115 | 75.8 (63.3, 85.8) | 96.6 (91.6, 99.1) | 74 | 1130.6 (812.2, 1573.8) | |
| The Gambia | All | 48 | 33 | 5 | 463 | 59.3 (47.8, 70.1) | 98.9 (97.5, 99.7) | 93 | 398.4 (307.0, 517.2) |
| Primigravidae | 35 | 20 | 1 | 246 | 63.6 (49.6, 76.2) | 99.6 (97.8, 100.0) | 63 | 399.2 (291.3, 547.0) | |
| Secundigravidae | 13 | 13 | 4 | 217 | 50.0 (29.9, 70.1) | 98.2 (95.4, 99.5) | 30 | 397.0 (242.5, 649.9) | |
A true positive has been defined as a positive PCR or blood slide result, a true negative as a PCR and blood slide negative result.
Abbreviations: CI, confidence interval; PCR, polymerase chain reaction; RDT, rapid diagnostic test.
a Geometric mean parasite density is based on individuals who tested positive by blood slide: ie, this it does not include low density infections that were missed by microscopic examination.
Prevalence of Malaria Infection in Peripheral Blood at Different Time Points in Pregnant Ghanaian Women and Sensitivity and Specificity of an Rapid Diagnostic Test at These Time Points
| Gravidity | Number Tested | Number Positivea | % Positive by PCR or Blood Slide (95% CI) | PCR or Microscopy/RDT Result | RDT Sensitivity % | RDT Specificity % | ||||
|---|---|---|---|---|---|---|---|---|---|---|
| +/+ | +/− | −/+ | −/− | |||||||
| Peripheral blood | ||||||||||
| First ANC Visit | All | 592 | 347 | 58.6 (54.6, 62.5) | 308 | 39 | 23 | 222 | 88.8 (85.0, 91.9) | 90.6 (86.2, 94.0) |
| Primigravidae | 317 | 203 | 64.0 (58.6, 69.2) | 193 | 10 | 15 | 99 | 95.1 (91.1, 97.6) | 86.8 (79.2, 92.4) | |
| Secundigravidae | 272 | 142 | 52.2 (46.2, 58.1) | 113 | 29 | 8 | 122 | 79.6 (72.0, 85.9) | 93.8 (88.2, 97.3) | |
| Second ANC Visit | All | 491 | 129 | 26.3 (22.6, 30.4) | 108 | 21 | 39 | 323 | 83.7 (76.2, 89.6) | 89.2 (85.6, 92.2) |
| Primigravidae | 265 | 74 | 27.9 (22.8, 33.7) | 66 | 8 | 28 | 163 | 89.2 (79.8, 95.2) | 85.3 (79.5, 90.0) | |
| Secundigravidae | 224 | 55 | 24.6 (19.3, 30.7) | 42 | 13 | 10 | 159 | 76.4 (63.0, 86.8) | 94.1 (89.4, 97.1) | |
| Third ANC Visit | All | 384 | 84 | 21.9 (18.0, 26.3) | 65 | 19 | 43 | 257 | 77.4 (67.0, 85.8) | 85.7 (81.2, 89.4) |
| Primigravidae | 201 | 51 | 25.4 (19.8, 31.9) | 40 | 11 | 27 | 123 | 78.4 (64.7, 88.7) | 82.0 (74.9, 87.8) | |
| Secundigravidae | 182 | 32 | 17.6 (12.7, 23.9) | 24 | 8 | 16 | 134 | 75.0 (56.6, 88.5) | 89.3 (83.3, 93.8) | |
| Delivery | All | 158 | 35 | 22.2 (16.3, 29.4) | 17 | 18 | 17 | 106 | 48.6 (31.4, 66.0) | 86.2 (78.8, 91.7) |
| Primigravidae | 80 | 20 | 25.0 (16.6, 35.9) | 11 | 9 | 11 | 49 | 55.0 (31.5, 76.9) | 81.7 (69.6, 90.5) | |
| Secundigravidae | 78 | 15 | 19.2 (11.8, 29.7) | 6 | 9 | 6 | 57 | 40.0 (16.3, 67.7) | 90.5 (80.4, 96.4) | |
The number of women with missing gravidity status was first visit, 3; second visit, 2; third visit, 1; delivery, 0.
Abbreviations: ANC, antenatal clinic; CI, confidence interval; PCR, polymerase chain reaction; RDT, rapid diagnostic test.
a Positivity in peripheral blood is defined as either a positive PCR result or a positive blood slide.
The Prevalence of Placental Malaria, and the Sensitivity and Specificity of an Rapid Diagnostic Test, Polymerase Chain Reaction (PCR) or PCR/Microscopy Undertaken at any Antenatal Contact in Predicting Active Malaria Infection of the Placenta Detected by Histology in Ghanaian Women
| Placental Malariaa | Gravidity | Number Tested | Number Positive | Percent Positive by Histology | |||
|---|---|---|---|---|---|---|---|
| All Women | 425 | 122 | 28.7 (24.6, 33.2) | ||||
| Primigravidae | 243 | 76 | 31.3 (25.7, 37.4) | ||||
| Secundigravidae | 181 | 46 | 25.4 (19.6, 32.3) | ||||
| Histology/Diagnostic | Sensitivity % (95% CI) | Specificity % (95% CI) | |||||
| +/+ | +/− | −/+ | −/− | ||||
| Diagnostic | |||||||
| RDT positive at any ANC contact | All | 79 | 29 | 196 | 67 | 73.1 (63.8, 81.2) | 25.5 (20.3, 31.2) |
| Primigravidae | 55 | 12 | 117 | 28 | 82.1 (70.8, 90.4) | 19.3 (13.2, 26.7) | |
| Secundigravidae | 24 | 17 | 78 | 39 | 58.5 (42.1, 73.7) | 33.3 (24.9, 42.6) | |
| Microscopy positive at any ANC contact | All | 65 | 43 | 149 | 112 | 60.2 (50.3, 69.5) | 42.9 (36.8, 49.2) |
| Primigravidae | 46 | 21 | 89 | 54 | 68.7 (56.2, 79.4) | 37.8 (29.8, 46.2) | |
| Secundigravidae | 19 | 22 | 60 | 57 | 46.3 (30.7, 62.6) | 48.7 (39.4, 58.1) | |
| PCR positive at any ANC contact | All | 59 | 29 | 152 | 79 | 67.0 (56.2, 76.7) | 34.2 (28.1, 40.7) |
| Primigravidae | 40 | 14 | 85 | 37 | 74.1 (60.3, 85.0) | 30.3 (22.3, 39.3) | |
| Secundigravidae | 19 | 15 | 67 | 41 | 55.9 (37.9, 72.8) | 38.0 (28.8, 47.8) | |
| PCR or blood slide positive at any ANC Contact | All | 76 | 27 | 190 | 64 | 73.8 (64.2, 82.0) | 25.2 (20.0, 31.0) |
| Primigravidae | 52 | 13 | 109 | 30 | 80.0 (68.2, 88.9) | 21.6 (15.1, 29.4) | |
| Secundigravidae | 24 | 14 | 81 | 33 | 63.2 (46.0, 78.2) | 28.9 (20.8, 38.2) | |
1 woman with a placental malaria result had missing data on gravidity.
Abbreviations: ANC, antenatal clinic; CI, confidence interval; PCR, polymerase chain reaction; RDT, rapid diagnostic test.
a Positivity for placental malaria is defined as the detection of malaria parasites in the placenta on histological examination.
Risk Factors for an Rapid Diagnostic Test (RDT) Negative Malaria Infection, as Defined by a Positive Blood Film or RDT Test, in Pregnant Ghanaian Women at Any Stage During Pregnancy
| Infecteda, RDT+ve | Infecteda, RDT- | Crude OR | Adjusted OR | |||||
|---|---|---|---|---|---|---|---|---|
| No. | % | No. | % | |||||
| Gravidity | ||||||||
| 1 | 239 | 88.8 | 30 | 11.2 | [reference] | … | [reference] | … |
| 2 | 148 | 76.7 | 45 | 23.3 | 2.42 (1.46, 4.02) | .001 | 1.85 (1.00, 3.43) | .050 |
| Gestational age at enrollment | ||||||||
| <20 wks | 176 | 86.7 | 27 | 13.3 | [reference] | … | [reference] | … |
| 20–24 wks | 176 | 81.5 | 40 | 18.5 | 1.48 (0.87, 2.52) | .147 | 1.62 (0.92, 2.85) | .094 |
| 25–30 wks | 37 | 82.2 | 8 | 17.8 | 1.41 (0.59, 3.35) | .437 | 1.62 (0.65, 4.04) | .300 |
| Age group | ||||||||
| under 18 | 35 | 89.7 | 4 | 10.3 | [reference] | … | [reference] | … |
| 18–20 | 180 | 89.1 | 22 | 10.9 | 1.07 (0.35, 3.30) | .907 | 0.95 (0.30, 3.02) | .934 |
| 21–24 | 108 | 76.6 | 33 | 23.4 | 2.67 (0.89, 8.08) | .081 | 1.80 (0.54, 6.01) | .339 |
| 25 y + | 66 | 80.5 | 16 | 19.5 | 2.12 (0.66, 6.83) | .208 | 1.37 (0.37, 5.05) | .639 |
| Education | ||||||||
| 1-None | 76 | 75.2 | 25 | 24.8 | [reference] | … | [reference] | … |
| 2-Basic | 264 | 87.1 | 39 | 12.9 | 0.45 (0.26, 0.79) | .005 | 0.63 (0.34, 1.17) | .139 |
| 3-Secondary | 40 | 80 | 10 | 20 | 0.76 (0.33, 1.74) | .516 | 0.89 (0.36, 2.25) | .812 |
| 4-Tertiary | 9 | 90 | 1 | 10 | 0.34 (0.04, 2.80) | .314 | 0.42 (0.05, 3.89) | .443 |
| Season enrolled | ||||||||
| early wet | 139 | 85.3 | 24 | 14.7 | [reference] | … | [reference] | … |
| late wet | 95 | 81.9 | 21 | 18.1 | 1.28 (0.67, 2.43) | .450 | 1.18 (0.60, 2.33) | .630 |
| early dry | 68 | 82.9 | 14 | 17.1 | 1.19 (0.58, 2.45) | .632 | 1.12 (0.53, 2.39) | .769 |
| late dry | 87 | 84.5 | 16 | 15.5 | 1.07 (0.54, 2.12) | .857 | 1.07 (0.52, 2.23) | .851 |
| SES | ||||||||
| 1-wealthiest | 67 | 83.8 | 13 | 16.3 | [reference] | … | [reference] | … |
| 2-wealthy | 71 | 86.6 | 11 | 13.4 | 0.80 (0.34, 1.91) | .612 | 0.86 (0.35, 2.11) | .738 |
| 3-medium | 88 | 88.9 | 11 | 11.1 | 0.64 (0.27, 1.53) | .318 | 0.76 (0.31, 1.90) | .558 |
| 4-poor | 74 | 77.1 | 22 | 22.9 | 1.53 (0.72, 3.28) | .272 | 1.88 (0.83, 4.28) | .132 |
| 5-poorest | 88 | 83 | 18 | 17 | 1.05 (0.48, 2.30) | .895 | 1.08 (0.46, 2.52) | .868 |
P-values from Wald test.
Abbreviations: OR, odds ratio; PCR, polymerase chain reaction; RDT, rapid diagnostic test; SES, socio-economic status.
a Infected = a positive PCR test or blood film.
Associations Between Rapid Diagnostic Test (RDT) + ve and RDT –ve Malaria Infections, as Defined by Positive Microscopy or Polymerase Chain Reaction, and Various Outcome of Pregnancy
| Uninfecteda | Infected, RDT+veb | Infected, RDT−vec | ||||
|---|---|---|---|---|---|---|
| No. | % | No. | % | No. | % | |
| No active placental malaria | 64 | 70.3 | 154 | 71 | 36 | 73.5 |
| Active placental malariad | 27 | 29.7 | 63 | 29 | 13 | 26.5 |
| Crude OR (95% CI), | [reference] | 0.97 (.57, 1.66) | 0.911 | 0.86 (.39, 1.86) | 0.695 | |
| Adjusted ORe (95% CI), | [reference] | 0.93 (.51, 1.68) | 0.807 | 1.02 (.44, 2.34) | 0.972 | |
| Normal birth weight | 97 | 78.2 | 257 | 81.8 | 60 | 83.3 |
| Low birth weight | 27 | 21.8 | 57 | 18.2 | 12 | 16.7 |
| Crude OR (95% CI), | [reference] | 0.80 (.48, 1.33) | 0.386 | 0.72 (.34, 1.53) | 0.389 | |
| Adjusted OR (95% CI), | [reference] | 0.84 (.47, 1.50) | 0.552 | 0.82 (.37, 1.81) | 0.621 | |
| Mean | SD | Mean | SD | Mean | SD | |
| Birth weight (kg) | 2.77 | 0.50 | 2.73 | 0.49 | 2.80 | 0.38 |
| Crude difference, grams (95% CI), | [reference] | −37.2 (−136.6, 62.2) | 0.463 | 28.3 (−110.6, 167.2) | 0.689 | |
| Adjusted difference, grams (95% CI), | [reference] | −18.2 (−124.0, 87.7) | 0.736 | 19.1 (−122.3, 160.5) | 0.791 | |
| Hb at final antenatal clinic visit | 10.90 | 1.27 | 10.70 | 1.30 | 10.82 | 1.17 |
| Crude difference, g/dL (95% CI), | [reference] | −0.20 (−.58, .18) | 0.296 | −0.38 (−.78, .02) | 0.062 | |
| Adjusted difference, g/dL (95% CI), | [reference] | −0.08 (−.60, .44) | 0.767 | −0.25 (−.76, .25) | 0.325 | |
Abbreviations: ANC, antenatal clinic; CI, confidence interval; Hb, hemoglobin; OR, odds ratio; PCR, polymerase chain reaction; RDT, rapid diagnostic test; SD, standard deviation.
a Uninfected. This group of women were negative for malaria infection by PCR, RDT, and microscopy when ever tested at a routine ANC visit.
b Infected RDT +ve. This group of women had a malaria infection detected by PCR or by microscopy, which was also detected by RDT.
c Infected RDT −ve. This group of women had a malaria infection detected by PCR or by microscopy, which was not detected by RDT.
d Active malaria infection. This is defined as the detection of malaria parasites in the placenta on histological examination with or without the presence of pigment and/or inflammatory cells.
e Adjusted ORs/difference: multivariable model adjusting for gravidity, gestational age at enrollment, age, education level, socio-economic status, and season of delivery.