| Literature DB >> 32004348 |
Bertha Wojnarski1,2, Chanthap Lon1, Darapiseth Sea1, Somethy Sok3, Sabaithip Sriwichai1, Soklyda Chann4, Sohei Hom5, Threechada Boonchan1, Sokna Ly5, Chandara Sok5, Samon Nou4, Pheaktra Oung5, Nareth Kong5, Vannak Pheap3, Khengheang Thay5, Vy Dao3, Worachet Kuntawunginn1, Mitra Feldman1, Panita Gosi1, Nillawan Buathong1, Mali Ittiverakul1, Nichapat Uthaimongkol1, Rekol Huy5, Michele Spring1, Dysoley Lek5,6, Philip Smith1, Mark M Fukuda1, Mariusz Wojnarski1.
Abstract
BACKGROUND: Primaquine is an approved radical cure treatment for Plasmodium vivax malaria but treatment can result in life-threatening hemolysis if given to a glucose-6-phosphate dehydrogenase deficient (G6PDd) patient. There is a need for reliable point-of-care G6PD diagnostic tests.Entities:
Mesh:
Substances:
Year: 2020 PMID: 32004348 PMCID: PMC6994100 DOI: 10.1371/journal.pone.0228207
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Project overview.
Baseline demographics.
| 38.14 (12.47) | ||
| Male | 44 (43.56) | |
| Female | 57 (56.44) | |
| Village malaria worker | 74 (73.3) | |
| Nurse | 21 (20.8) | |
| Other | 6 (5.9) | |
| Primary school | 45 (44.55) | |
| Secondary school | 34 (33.66) | |
| High school | 12 (11.88) | |
| College | 6 (5.94) | |
| Post-graduate | 4 (3.96) | |
| < 1 year | 18 (17.82) | |
| 1 to < 3 yrs. | 20 (19.8) | |
| 3 to < 5 yrs. | 18 (17.82) | |
| 5 yrs. or more | 45 (44.55) | |
| Hospital | 1 (0.99) | |
| Health center/post | 25 (24.75) | |
| Community/VMW | 75 (74.26) | |
| No | 47 (46.53) | |
| Yes | 54 (53.47) | |
| No | 95 (94.06) | |
| Yes | 6 (5.94) | |
| No | 94 (93.07) | |
| Yes | 7 (6.93) | |
| No | 88 (87.13) | |
| Yes | 13 (12.87) |
Fig 2Distribution of G6PD enzymatic activity levels among male study population in Cambodia.
The bimodal distribution of G6PD activity levels was observed as was expected for male volunteers enrolled in the study. There were nine volunteers whose G6PD quantitative test results ranged between 30% and 60%. Among the nine, three had borderline low G6PD activity levels (30.1%, 31.0% and 33.9%) with corresponding G6PD deficient status based on CareStartTM RDT. Six volunteers whose G6PD enzymatic activity ranged between 35.7% to 59.3% had a normal RDT result.
G6PD status classification and test performance (n = 1542).
| Trainee | Expert in Field | Expert in Lab | Quantitative test | p-value | |
|---|---|---|---|---|---|
| G6PD deficient, n (%) | 289 (18.74) | 270 (17.51) | 253 (16.41) | 251 (16.28) | <0.001 |
| G6PD normal, n (%) | 1,247 (80.87) | 1,271 (82.43) | 1,289 (83.59) | 1,291(83.72) | <0.001 |
| Incorrect (95% CI) | 3.37 (2.53, 4.40) | 1.88 (1.26, 2.69) | 1.56 (1.00, 2.31) | Not applicable | <0.001 |
| Unclassified, n (%) | 6 (0.39) | 1 (0.06) | 0 (0) | 0 (0) | - |
| Sensitivity (95% CI) | 97.21 (94.33, 98.87) | 98.01(95.41, 99.35) | 95.62(92.29, 97.79) | Not applicable | 0.229 |
| Specificity (95%CI) | 96.51 (95.36, 97.45) | 98.14 (97.25, 98.81) | 98.99(98.28, 99.46) | Not applicable | <0.001a |
| NPV (95% CI) | 99.44 (98.85, 99.77) | 99.61 (99.09, 99.87) | 99.15 (98.47, 99.57) | Not applicable | - |
| PPV (95% CI) | 84.43 (79.73, 88.41) | 91.11 (87.06, 94.22) | 94.86 (91.37, 97.24) | Not applicable | - |
a Cochran's Q test (matched sample). Post-hoc analysis was conducted with pairwise McNemar test.
Trainees and experts were provided with a reference color card to aid in color interpretation. The setting at which the testing was done had an effect on test performance as shown. Trainees had a tendency to over diagnose G6PDd in the field settings, reflected in the difference in test specificity between the testing cohorts and a higher percentage of test misclassifications (3.37%). A small number of RDTs (n = 7) could not be interpreted due to inconspicuous color change and these results are reported as ‘unclassified’ for G6PD status. Abbreviation; NPV: Negative predictive value; PPV; Positive Predictive value.
Fig 3Knowledge scores for trainees who took part in the training workshop.
Significant improvement in the knowledge scores was observed following training, and maintained through week 8 follow up. There was additional improvement in the knowledge scores on week 6 and week 8 follow up. The list of questions utilized to assess knowledge are included in .
Fig 4Knowledge assessment score based on highest level of education achieved by the trainees and their level of experience.
Scores improved post training for all education levels: college (C), high-school (HS), primary-level education (P), and secondary-school education (S) (p<0.001) (Panel A). Scores improved post training for all levels of experience (p<0.001) (Panel B).
Fig 5Acceptability assessment for using G6PD RDTs to guide treatment decisions with primaquine.
7-point Likert scale was used and scores of 1–2 and 6–7 were combined for classifying reliable vs. not reliable (Panel A, B), not comfortable vs. comfortable (Panel C), not acceptable vs. acceptable (Panel D), low likelihood of misclassification vs. high likelihood of misclassification (Panel E), and not willing vs. willing to give primaquine (Panel F). Stuart-Maxwell test was used to assess the difference in results between pre-training vs. Day 2, pre-training vs. Week 8, and Day 2 vs. Week 8 assessments. There was statistical difference in the responses between pre- and Day 2 follow up for all questions (p < 0.001) and pre- vs. week 8 assessments (p < 0.001), with no significant change observed between Day 2 and week 8 follow up. This highlights the positive impact of training on risk perception and acceptability of PQ, with no negative changes in perceived risk or acceptability observed with continued field experience.