Sources of variability in the measurement of Ascaris lumbricoides infection intensity by Kato-Katz and qPCR
Abstract Background Understanding and quantifying the sources and implications of error in the measurement of helminth egg intensity using Kato-Katz (KK) and the newly emerging “gold standard” quantitative polymerase chain reaction (qPCR) technique is necessary for the appropriate design of epidemio...
Main Authors: | , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2017-05-01
|
Series: | Parasites & Vectors |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s13071-017-2164-y |
id |
doaj-b3549cbf548e48d68c8b83ea39d8e72f |
---|---|
record_format |
Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Alice V. Easton Rita G. Oliveira Martin Walker Elise M. O’Connell Sammy M. Njenga Charles S. Mwandawiro Joanne P. Webster Thomas B. Nutman Roy M. Anderson |
spellingShingle |
Alice V. Easton Rita G. Oliveira Martin Walker Elise M. O’Connell Sammy M. Njenga Charles S. Mwandawiro Joanne P. Webster Thomas B. Nutman Roy M. Anderson Sources of variability in the measurement of Ascaris lumbricoides infection intensity by Kato-Katz and qPCR Parasites & Vectors Kato-Katz qPCR Ascaris lumbricoides Diagnostics Deworming Impact evaluation |
author_facet |
Alice V. Easton Rita G. Oliveira Martin Walker Elise M. O’Connell Sammy M. Njenga Charles S. Mwandawiro Joanne P. Webster Thomas B. Nutman Roy M. Anderson |
author_sort |
Alice V. Easton |
title |
Sources of variability in the measurement of Ascaris lumbricoides infection intensity by Kato-Katz and qPCR |
title_short |
Sources of variability in the measurement of Ascaris lumbricoides infection intensity by Kato-Katz and qPCR |
title_full |
Sources of variability in the measurement of Ascaris lumbricoides infection intensity by Kato-Katz and qPCR |
title_fullStr |
Sources of variability in the measurement of Ascaris lumbricoides infection intensity by Kato-Katz and qPCR |
title_full_unstemmed |
Sources of variability in the measurement of Ascaris lumbricoides infection intensity by Kato-Katz and qPCR |
title_sort |
sources of variability in the measurement of ascaris lumbricoides infection intensity by kato-katz and qpcr |
publisher |
BMC |
series |
Parasites & Vectors |
issn |
1756-3305 |
publishDate |
2017-05-01 |
description |
Abstract Background Understanding and quantifying the sources and implications of error in the measurement of helminth egg intensity using Kato-Katz (KK) and the newly emerging “gold standard” quantitative polymerase chain reaction (qPCR) technique is necessary for the appropriate design of epidemiological studies, including impact assessments for deworming programs. Methods Repeated measurements of Ascaris lumbricoides infection intensity were made from samples collected in western Kenya using the qPCR and KK techniques. These data were combined with data on post-treatment worm expulsions. Random effects regression models were used to quantify the variability associated with different technical and biological factors for qPCR and KK diagnosis. The relative precision of these methods was compared, as was the precision of multiple qPCR replicates. Results For both KK and qPCR, intensity measurements were largely determined by the identity of the stool donor. Stool donor explained 92.4% of variability in qPCR measurements and 54.5% of observed measurement variance for KK. An additional 39.1% of variance in KK measurements was attributable to having expelled adult A. lumbricoides worms following anthelmintic treatment. For qPCR, the remaining 7.6% of variability was explained by the efficiency of the DNA extraction (2.4%), plate-to-plate variability (0.2%) and other residual factors (5%). Differences in replicate measurements by qPCR were comparatively small. In addition to KK variability based on stool donor infection levels, the slide reader was highly statistically significant, although it only explained 1.4% of the total variation. In a comparison of qPCR and KK variance to mean ratios under ideal conditions, the coefficient of variation was on average 3.6 times larger for KK highlighting increased precision of qPCR. Conclusions Person-to-person differences explain the majority of variability in egg intensity measurements by qPCR and KK, with very little additional variability explained by the technical factors associated with the practical implementation of these techniques. qPCR provides approximately 3.6 times more precision in estimating A. lumbricoides egg intensity than KK, and could potentially be made more cost-effective by testing each sample only once without diminishing the power of a study to assess population-level intensity and prevalence. |
topic |
Kato-Katz qPCR Ascaris lumbricoides Diagnostics Deworming Impact evaluation |
url |
http://link.springer.com/article/10.1186/s13071-017-2164-y |
work_keys_str_mv |
AT aliceveaston sourcesofvariabilityinthemeasurementofascarislumbricoidesinfectionintensitybykatokatzandqpcr AT ritagoliveira sourcesofvariabilityinthemeasurementofascarislumbricoidesinfectionintensitybykatokatzandqpcr AT martinwalker sourcesofvariabilityinthemeasurementofascarislumbricoidesinfectionintensitybykatokatzandqpcr AT elisemoconnell sourcesofvariabilityinthemeasurementofascarislumbricoidesinfectionintensitybykatokatzandqpcr AT sammymnjenga sourcesofvariabilityinthemeasurementofascarislumbricoidesinfectionintensitybykatokatzandqpcr AT charlessmwandawiro sourcesofvariabilityinthemeasurementofascarislumbricoidesinfectionintensitybykatokatzandqpcr AT joannepwebster sourcesofvariabilityinthemeasurementofascarislumbricoidesinfectionintensitybykatokatzandqpcr AT thomasbnutman sourcesofvariabilityinthemeasurementofascarislumbricoidesinfectionintensitybykatokatzandqpcr AT roymanderson sourcesofvariabilityinthemeasurementofascarislumbricoidesinfectionintensitybykatokatzandqpcr |
_version_ |
1716791215601483776 |
spelling |
doaj-b3549cbf548e48d68c8b83ea39d8e72f2020-11-24T20:55:59ZengBMCParasites & Vectors1756-33052017-05-0110111410.1186/s13071-017-2164-ySources of variability in the measurement of Ascaris lumbricoides infection intensity by Kato-Katz and qPCRAlice V. Easton0Rita G. Oliveira1Martin Walker2Elise M. O’Connell3Sammy M. Njenga4Charles S. Mwandawiro5Joanne P. Webster6Thomas B. Nutman7Roy M. Anderson8Helminth Immunology Section, Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Disease, National Institutes of HealthDepartment of Infectious Disease Epidemiology and London Centre for Neglected Tropical Disease Research (LCNTDR), Faculty of MedicineDepartment of Infectious Disease Epidemiology and London Centre for Neglected Tropical Disease Research (LCNTDR), Faculty of MedicineHelminth Immunology Section, Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Disease, National Institutes of HealthThe Eastern and Southern Africa Centre of International Parasite Control (ESACIPAC), Kenya Medical Research InstituteThe Eastern and Southern Africa Centre of International Parasite Control (ESACIPAC), Kenya Medical Research InstituteDepartment of Infectious Disease Epidemiology and London Centre for Neglected Tropical Disease Research (LCNTDR), Faculty of MedicineHelminth Immunology Section, Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Disease, National Institutes of HealthDepartment of Infectious Disease Epidemiology and London Centre for Neglected Tropical Disease Research (LCNTDR), Faculty of MedicineAbstract Background Understanding and quantifying the sources and implications of error in the measurement of helminth egg intensity using Kato-Katz (KK) and the newly emerging “gold standard” quantitative polymerase chain reaction (qPCR) technique is necessary for the appropriate design of epidemiological studies, including impact assessments for deworming programs. Methods Repeated measurements of Ascaris lumbricoides infection intensity were made from samples collected in western Kenya using the qPCR and KK techniques. These data were combined with data on post-treatment worm expulsions. Random effects regression models were used to quantify the variability associated with different technical and biological factors for qPCR and KK diagnosis. The relative precision of these methods was compared, as was the precision of multiple qPCR replicates. Results For both KK and qPCR, intensity measurements were largely determined by the identity of the stool donor. Stool donor explained 92.4% of variability in qPCR measurements and 54.5% of observed measurement variance for KK. An additional 39.1% of variance in KK measurements was attributable to having expelled adult A. lumbricoides worms following anthelmintic treatment. For qPCR, the remaining 7.6% of variability was explained by the efficiency of the DNA extraction (2.4%), plate-to-plate variability (0.2%) and other residual factors (5%). Differences in replicate measurements by qPCR were comparatively small. In addition to KK variability based on stool donor infection levels, the slide reader was highly statistically significant, although it only explained 1.4% of the total variation. In a comparison of qPCR and KK variance to mean ratios under ideal conditions, the coefficient of variation was on average 3.6 times larger for KK highlighting increased precision of qPCR. Conclusions Person-to-person differences explain the majority of variability in egg intensity measurements by qPCR and KK, with very little additional variability explained by the technical factors associated with the practical implementation of these techniques. qPCR provides approximately 3.6 times more precision in estimating A. lumbricoides egg intensity than KK, and could potentially be made more cost-effective by testing each sample only once without diminishing the power of a study to assess population-level intensity and prevalence.http://link.springer.com/article/10.1186/s13071-017-2164-yKato-KatzqPCRAscaris lumbricoidesDiagnosticsDewormingImpact evaluation |