| Literature DB >> 22815865 |
Natalia Tiberti1, Alexandre Hainard, Veerle Lejon, Bertrand Courtioux, Enock Matovu, John Charles Enyaru, Xavier Robin, Natacha Turck, Krister Kristensson, Dieudonné Mumba Ngoyi, Gedeão M L Vatunga, Sanjeev Krishna, Philippe Büscher, Sylvie Bisser, Joseph Mathu Ndung'u, Jean-Charles Sanchez.
Abstract
BACKGROUND: Sleeping sickness, or human African trypanosomiasis (HAT), is a protozoan disease that affects rural communities in sub-Saharan Africa. Determination of the disease stage, essential for correct treatment, represents a key issue in the management of patients. In the present study we evaluated the potential of CXCL10, CXCL13, ICAM-1, VCAM-1, MMP-9, B2MG, neopterin and IgM to complement current methods for staging Trypanosoma brucei gambiense patients. METHODS ANDEntities:
Mesh:
Substances:
Year: 2012 PMID: 22815865 PMCID: PMC3399808 DOI: 10.1371/journal.pone.0040909
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Description of the training and the validation cohorts.
| Training cohort (n = 100) | Validation cohort (n = 412) | |||
| Stage 1 (n = 44) | Stage 2 (n = 56) | Stage 1 (n = 184) | Stage 2 (n = 228) | |
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| Female, n | 19 | 17 | 102 | 98 |
| Age (mean [SD]) | 34.4 [±13.4] | 31.7 [±12.2] | 32.4 [±14.9] | 32.8 [±12.7] |
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| Angola, n | 8 | 13 | 38 | 68 |
| Chad, n | 8 | 3 | 17 | 13 |
| D.R.C., n | 28 | 40 | 129 | 147 |
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| Trypanosome positive, n | 0 | 50 | 0 | 166 |
| WBC/µL (median [range]) | 2 | 278.5 [11–1350] | 2 [0–5] | 161 [1–2000] |
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| Absent, n | 33 | 3 | 142 | 39 |
| Present, n | 10 | 51 | 36 | 186 |
| NA, n || | 1 | 2 | 6 | 3 |
Fisher’s exact test: training cohort, non significant differences; validation cohort, p value = 0.0133.
Mann-Whitney U test: training and validation cohort, non significant differences.
Information not available for one patient.
||NA: not available information.
Stage was defined according to WHO guidelines.
Results obtained for the eight markers assessed on the training cohort.
| Marker | [S2]/[S1] | AUC% (95%CI) | Cut-off (95% CI) | SP% (95% CI) | p value |
|
| 71.9 | 99.6 (98.9–100) | 3.4 (3.3–21) | 86.4 (75–95.5) | <0.0001 |
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| 17.6 | 99.6 (99–100) | 14.3 (13.4–30.3) | 84.1 (72.7–93.2) | <0.0001 |
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| 38.4 | 99.4 (98.4–100) | 141.2 (126.9–1040) | 72.7 (59.1–86.4) | <0.0001 |
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| 3.8 | 95.5 (91.7–99.4) | 15.2 (14.9–21.1) | 68.2 (54.6–81.8) | <0.0001 |
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| 5.1 | 98.4 (96.7–100) | 965 (927.5–1577) | 63.6 (50–77.3) | <0.0001 |
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| 5.4 | 97.7 (95.3–100) | 1.3 (1.2–2.3) | 61.4 (47.7–75) | <0.0001 |
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| 32.8 | 93.3 (88.9–97.8) | 757.3 (706.4–1531.7) | 43.2 (29.6–59.1) | <0.0001 |
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| 641.4 | 97.6 (94.9–100) | <8.2 (<8.2–64.6) | 0 (0–0) | <0.0001 |
Training cohort (n = 100): Stage 1 n = 44; Stage 2 n = 56. Early-late stage patients were not included.
Sensitivity was set to 100%.
Mann-Whitney U test.
95%CI = 95% confidence interval; SP% = specificity %; SE% = sensitivity %.
The reported cut-off and SP% correspond to 100% SE.
Results obtained for IgM and neopterin on the validation cohort after application of the cut-off calculated on the training cohort.
| Marker | [S2/S1] | AUC% (95% CI) | Applied cut-off | SP% (95% CI) | SE% (95% CI) | p value |
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| 76.5 | 96.2 (94.4–98.0) | 3.4 | 86.4 (81–91.3) | 91.7 (87.7–95.2) | <0.0001 |
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| 14.8 | 95.2 (93.2–97.1) | 14.3 | 87.5 (82.6–91.9) | 88.2 (83.8–92.1) | <0.0001 |
Validation cohort (n = 412): Stage 1 n = 184; Stage 2 n = 228. Early-late stage patients are included in S2 group.
Mann-Whitney U test.
Results obtained for IgM and neopterin on the validation cohort after application of the cut-off calculated on the training cohort and removal of early-late stage patients (n = 41).
| Marker | AUC% (95% CI) | Applied cut-off | SP% (95% CI) | SE% (95% CI) |
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| 99.2 (98.3–100) | 3.4 | 86.4 (81.5–91.3) | 98.9 (97.3–100) |
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| 99 (98–100) | 14.3 | 87.5 (82.6–91.9) | 97.9 (95.7–99.5) |
95%CI = 95% confidence interval; SP% = specificity %; SE% = sensitivity %.
Early-late stage patients (n = 41), i.e. patients having CSF WBC/µL ≤5 and presence of parasites in CSF (n = 4) or patients having 5
Detailed description of false negative patients obtained according to neopterin and IgM after removal of early–late stage patients from S2 group.
| FN Patient | Neopterin<14.3 nmol/L | IgM<3.4 µg/mL | WBC/µL | Parasites | Neurological signs |
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| Yes | Yes | 25 | Absent | Absent |
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| Yes | No | 32 | Absent | Absent |
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| Yes | No | 261 | Present | Present |
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| Yes | Yes | 282 | Present | Present |
FN: false negatives.
Ability of WBC, IgM and neopterin in discriminating between patients without or with parasites in CSF.
| T− vs. T+ | ||||
| Marker | AUC% (95% CI) | Applied cut-off | SP% (95% CI) | SE% (95% CI) |
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| 95.1 (92.8–97.4) | 5.0 | 68.6 (62.9–74.3) | 98.2 (95.8–100) |
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| 95.2 (93–97.3) | 3.4 | 71.4 (65.7–77.1) | 98.2 (95.8–100) |
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| 96.0 (93.9–98.0) | 14.3 | 75.1 (69.8–80.4) | 97.6 (95.2–99.4) |
T−: patients without evidence of parasite in CSF (n = 245); T+: patients with parasite detected in CSF (n = 166). Missing information for 1 S2 patient.
95%CI = 95% confidence interval; SP% = specificity %; SE% = sensitivity %.
Ability of WBC, IgM and neopterin in discriminating between patients without or with neurological signs.
| NS- vs. NS+ | ||||
| Marker | AUC% (95% CI) | Applied cut-off | SP% (95% CI) | SE% (95% CI) |
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| 86.2 (82.5–90.0) | 5.0 | 72.4 (65.8–79.0) | 83.8 (78.8–88.7) |
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| 84.5 (80.6–88.5) | 3.4 | 71.8 (65.2–78.5) | 80.6 (75.2–85.6) |
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| 88.2 (84.9–91.4) | 14.3 | 78.5 (72.4–84) | 81.5 (76.6–86.5) |
NS−: patients without neurological signs (n = 181); NS+: patients with neurological signs (n = 222). Missing information for 9 patients.
95%CI = 95% confidence interval; SP% = specificity %; SE% = sensitivity %.
Figure 1Classification of HAT patients according to WBC and IgM, or according to WBC and neopterin.
A) Comparison of the classification of HAT patients (validation cohort) according to WBC and IgM. The staging cut-off of 5 WBC/µL recommended by WHO is reported on the graph as well as the staging cut-off of 3.4 µg/mL for IgM calculated on the training cohort. Black dots represent stage 1 patients, white dots represent early-late stage patients and gray dots represent stage 2 patients. B) Detailed classification of early-late stage patients (n = 41) according to IgM. Colours indicate the absence (white) or presence of neurological (black) signs. The staging cut-off of 5 WBC/µL recommended by WHO is reported on the graph as well as the staging cut-off of 3.4 µg/mL for IgM calculated on the training cohort. C) Comparison of the classification of HAT patients (validation cohort) according to WBC and neopterin. The staging cut-off of 5 WBC/µL recommended by WHO is reported on the graph as well as the staging cut-off of 14.3 nmol/L for neopterin calculated on the training cohort. Black dots represent stage 1 patients, white dots represent early-late stage patients and gray dots represent stage 2 patients. D) Detailed classification of early-late stage patients (n = 41) according to neopterin. Colours indicate the absence (white) or presence (black) of neurological signs. The staging cut-off of 5 WBC/µL recommended by WHO is reported on the graph as well as the staging cut-off of 14.3 nmol/L for neopterin calculated on the training cohort. NS+: presence of neurological signs; NS-: absence of neurological signs.