| Literature DB >> 33059756 |
Ladina Keller1,2, Chandni Patel1,2, Sophie Welsche1,2, Tobias Schindler1,2, Eveline Hürlimann1,2, Jennifer Keiser3,4.
Abstract
BACKGROUND: Accurate, scalable and sensitive diagnostic tools are crucial in determining prevalence of soil-transmitted helminths (STH), assessing infection intensities and monitoring treatment efficacy. However, assessments on treatment efficacy comparing traditional microscopic to newly emerging molecular approaches such as quantitative Polymerase Chain Reaction (qPCR) are scarce and hampered partly by lack of an established diagnostic gold standard.Entities:
Keywords: Albendazole; Diagnostic performance; Drug efficacy; Ivermectin; Kato-Katz; Molecular diagnosis; Soil-transmitted helminths; Trichuris trichiura; qPCR
Mesh:
Substances:
Year: 2020 PMID: 33059756 PMCID: PMC7558729 DOI: 10.1186/s13071-020-04401-x
Source DB: PubMed Journal: Parasit Vectors ISSN: 1756-3305 Impact factor: 3.876
Fig. 1Study design. Abbreviations: T. trichiura, Trichuris trichiura; ALB, albendazole; IVM-ALB, ivermectin-albendazole; qPCR, quantitative polymerase chain reaction
Positivity agreement according to Kato-Katz and qPCR for all four-examination time points pooled (n = 1636) for T. trichiura, A. lumbricoides and hookworm
| No. of qPCR negatives (%) | No. of qPCR positives (%) | Total (%) | ||
|---|---|---|---|---|
| Kato-Katz negative | 362 (58.8) | 254 (41.2) | 616 (100) | |
| Kato-Katz positive | 140 (13.7) | 880 (86.3) | 1020 (100) | |
| Total | 502 (30.7) | 1134 (69.3) | ||
| Kato-Katz negative | 1236 (84.1) | 233 (15.9) | 1469 (100) | |
| Kato-Katz positive | 28 (16.8) | 139 (83.2) | 167 (100) | |
| Total | 1264 (77.3) | 372 (22.7) | ||
| Hookworm | Kato-Katz negative | 1369 (89.5) | 160 (10.5) | 1529 (100) |
| Kato-Katz positive | 18 (16.8) | 89 (83.2) | 107 (100) | |
| Total | 1387 (84.8) | 249 (15.2) |
Abbreviations: T. trichiura, Trichuris trichiura; A. lumbricoides, Ascaris lumbricoides
Spearman’s rank correlations between EPG and DNA copy numbers for each time point among positive tests for each STH species
| No. of positive test resultsa | ||||
|---|---|---|---|---|
| Baseline day 1 | 272 | 0.47 | < 0.001 | |
| Baseline day 2 | 267 | 0.45 | < 0.001 | |
| Follow-up day 1 | 175 | 0.47 | < 0.001 | |
| Follow-up day 2 | 166 | 0.51 | < 0.001 | |
| Baseline day 1 | 68 | 0.55 | < 0.001 | |
| Baseline day 2 | 69 | 0.36 | < 0.001 | |
| Follow-up day 1 | 2 | b– | b– | |
| Follow-up day 2 | 0 | b– | b– | |
| Hookworm | Baseline day 1 | 35 | 0.48 | < 0.001 |
| Baseline day 2 | 34 | 0.47 | < 0.001 | |
| Follow-up day 1 | 7 | 0.49 | 0. 2682 | |
| Follow-up day 2 | 13 | 0.26 | 0.3833 |
aPositive according to both diagnostic methods
b–, Sample size is not sufficient for Spearman’s rank correlation analysis
Abbreviations: ρ, Spearman’s rank correlation coefficient; T. trichiura, Trichuris trichiura; A. lumbricoides, Ascaris lumbricoides
Spearman’s rank correlations of copy numbers (qPCR) resp. egg counts (Kato-Katz) between baseline day 1 and day 2 and between follow-up day 1 and day 2 for qPCR and Kato-Katz (restricted to positive test results)
| Baseline (day 1 | Follow-up (day 1 | |||||
|---|---|---|---|---|---|---|
| No. of positive test results | No. of positive test results | |||||
| qPCR | ||||||
| | 293 | 0.51 | < 0.001 | 190 | 0.45 | < 0.001 |
| | 114 | 0.62 | < 0.001 | 6 | 0.71 | 0.1108 |
| Hookworm | 57 | 0.64 | < 0.001 | 22 | 0.49 | 0.0214 |
| Kato-Katz | ||||||
| | 302 | 0.49 | < 0.001 | 166 | 0.6 | < 0.001 |
| | 77 | 0.65 | < 0.001 | 0 | – | – |
| Hookworm | 32 | 0.7 | < 0.001 | 6 | − 0.55 | 0.2574 |
Abbreviations: ρ, Spearmanʼs rank correlation coefficient; T. trichiura, Trichuris trichiura; A. lumbricoides, Ascaris lumbricoides
Cohens Kappa for positivity of qPCR resp. Kato-Katz between baseline day 1 and day 2 and between follow-up day 1 and day 2
| Baseline (day 1 | Follow-up (day 1 | |||||||
|---|---|---|---|---|---|---|---|---|
| Observed agreement (%) | Expected agreementa (%) | Observed agreement (%) | Expected agreement (%) | |||||
| qPCR | ||||||||
| | 81.4 | 56.4 | 0.57 | < 0.001 | 76.4 | 59.3 | 0.42 | < 0.001 |
| | 84.4 | 57.5 | 0.63 | < 0.001 | 83.5 | 81.8 | 0.1 | 0.043 |
| Hookworm | 88.2 | 71.8 | 0. 58 | < 0.001 | 89.9 | 78.9 | 0.52 | < 0.001 |
| Kato-Katz | ||||||||
| | 96.4 | 53 | 0.92 | < 0.001 | 79.4 | 53.2 | 0.57 | < 0.001 |
| | 98 | 72.6 | 0.93 | < 0.001 | 99.1 | 99.1 | 0 | 0.5319 |
| Hookworm | 95.6 | 84.3 | 0.72 | < 0.001 | 97.2 | 93.6 | 0.56 | < 0.001 |
aPercentage of agreement expected based on chance alone (i.e. if the two results compared were completely uncorrelated)
Abbreviations: κ, Cohen’s kappa coefficient; T. trichiura, Trichuris trichiura; A. lumbricoides, Ascaris lumbricoides
Mutual sensitivities calculated for combined Kato-Katz and combined qPCR for T. trichiura, A. lumbricoides and hookworm at baseline and 14–21 days follow-up
| Sensitivity (%) (95% CI) | Sensitivity (%) (95% CI) | Pooled analysis (%) (95% CI) | |||||
|---|---|---|---|---|---|---|---|
| Baseline | Follow-up | Baseline + Follow-up | |||||
| Kato-Katz | 386 | 78.2 (73.8–82.2) | 264 | 81.4 (76.2–85.9) | 0.35 | 650 | 79.7 (76.4–82.6) |
| PCR | 320 | 94.4 (91.3–96.6) | 232 | 92.7 (88.5–95.7) | 0.42 | 552 | 93.7 (91.3–95.4) |
| Kato-Katz | 192 | 38.5 (31.6–45.8) | 58 | 3.4 (0.4–11.9) | < 0.001 | 250 | 30.4 (25.0–36.4) |
| PCR | 87 | 85.1 (75.8–91.8) | 3 | 66.7 (9.4–99.2) | 0.41 | 90 | 84.4 (75.4–90.6) |
| Hookworm | |||||||
| Kato-Katz | 116 | 39.7 (30.7–49.2) | 54 | 27.8 (16.5–41.6) | 0.13 | 170 | 35.9 (29.0–43.4) |
| PCR | 54 | 85.2 (72.9–93.4) | 15 | 100 (78.2–100) | 0.19 | 69 | 88.4 (78.5–94.1) |
*P-values were calculated for the difference in the respective sensitivity measure between the baseline and follow-up examination time point using logistic regression models with robust standard errors adjusting for longitudinal correlations of test results within individuals
Note: The number of observations (n) is determined by samples found positive by the method considered as reference. The reference method was assumed to be the gold standard, i.e. with a 100% sensitivity and specificity, when assessing sensitivities of the other method
Abbreviations: Ref, reference; T. trichiura, Trichuris trichiura; A. lumbricoides, Ascaris lumbricoides
Comparison of efficacy in terms of Cure Rates (CRs) and Odds Ratio (OR) for being cured between treatment arms (albendazole vs ivermectin-albendazole), by diagnostic approach (Kato-Katz on samples of day 1 and 2 vs qPCR on first day sample only and qPCR on samples of day 1 and 2)
| Kato-Katz | qPCR | qPCR | |||||||
|---|---|---|---|---|---|---|---|---|---|
| ALB | IVM-ALB | ALB | IVM-ALB | ALB | IVM-ALB | ||||
| No. cured/No. positive BL | 10/160 | 75/160 | 8/150 | 55/151 | 8/150 | 35/151 | |||
| Cure rates, % (95% CI) | 6.3 (3.0–11.2) | 13.3 (8.3–19.8) | 36.4 (28.8–44.6) | 5.3 (2.3–10.2) | |||||
| ORcure (95% CI) | 1 | 13.7 (6.7–28.0) | < 0.001 | 1 | 3.7 (2.1–6.6) | < 0.001 | 1 | 5.4 (2.4–12.0) | < 0.001 |
| No. cured/No. positive BL | 38/40 | 47/47 | 64/71 | 66/77 | 55/71 | 58/77 | |||
| Cure rates, % (95% CI) | 90.1 (80.7–95.9) | 85.7 (75.9–92.6) | |||||||
| ORcure (95% CI) | 1 | NA (0.62, –>) | 0.21 | 1 | 0.6 (0.2–1.8) | 0.41 | 1 | 0.6 (0.2–1.3) | 0.76 |
| Hookworm | |||||||||
| No. cured/No. positive BL | 22/30 | 18/23 | 32/42 | 30/42 | 28/42 | 22/42 | |||
| Cure rates, % (95% CI) | 73.3 (54.1–87.7) | 76.2 (60.5–87.9) | 71.4 (55.4–84.3) | 66.7 (50.5–80.4) | |||||
| ORcure (95% CI) | 1 | 1.3 (0.4–4.7) | 0.68 | 1 | 0.8 (0.3–2.0) | 0.62 | 1 | 0.9 (0.4–1.9) | 0.184 |
aP-values of the odds ratio (OR) for being cured between albendazole monotherapy (ALB) and ivermectin-albendazole (IVM-ALB) derived from logistic regression models
Note: CRs in bold highlight significant differences (P < 0.05) between CRs assessed by Kato-Katz and two qPCR samples in the respective treatment arm (i.e. ALB or IVM-ALB)
Abbreviations: BL, baseline; NA, not applicable; T. trichiura, Trichuris trichiura; A. lumbricoides, Ascaris lumbricoides