Appropriateness of the current parasitological control target for hookworm morbidity: A statistical analysis of individual-level data.

Background Soil-transmitted helminths affect almost 2 billion people globally. Hookworm species contribute to most of the related morbidity. Hookworms mainly cause anaemia, due to blood loss at the site of the attachment of the adult worms to the human intestinal mucosa. The World Health Organizatio...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Veronica Malizia, Federica Giardina, Sake J de Vlas, Luc E Coffeng
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2022
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0010279
https://doaj.org/article/e4d0685e40b04ff1ace1537cbb432261
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spelling ftdoajarticles:oai:doaj.org/article:e4d0685e40b04ff1ace1537cbb432261 2023-05-15T15:15:52+02:00 Appropriateness of the current parasitological control target for hookworm morbidity: A statistical analysis of individual-level data. Veronica Malizia Federica Giardina Sake J de Vlas Luc E Coffeng 2022-06-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0010279 https://doaj.org/article/e4d0685e40b04ff1ace1537cbb432261 EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0010279 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0010279 https://doaj.org/article/e4d0685e40b04ff1ace1537cbb432261 PLoS Neglected Tropical Diseases, Vol 16, Iss 6, p e0010279 (2022) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2022 ftdoajarticles https://doi.org/10.1371/journal.pntd.0010279 2022-12-30T22:21:54Z Background Soil-transmitted helminths affect almost 2 billion people globally. Hookworm species contribute to most of the related morbidity. Hookworms mainly cause anaemia, due to blood loss at the site of the attachment of the adult worms to the human intestinal mucosa. The World Health Organization (WHO) aims to eliminate hookworm morbidity by 2030 through achieving a prevalence of moderate and heavy intensity (M&HI) infections below 2%. In this paper, we aim to assess the suitability of this threshold to reflect hookworm-attributable morbidity. Methodology/principal findings We developed a hierarchical statistical model to simulate individual haemoglobin concentrations in association with hookworm burdens, accounting for low haemoglobin values attributable to other causes. The model was fitted to individual-level data within a Bayesian framework. Then, we generated different endemicity settings corresponding to infection prevalence ranging from 10% to 90% (0% to 55% M&HI prevalence), using 1, 2 or 4 Kato-Katz slides. For each scenario, we estimated the prevalence of anaemia due to hookworm. Our results showed that on average, haemoglobin falls below the WHO threshold for anaemia when intensities are above 2000 eggs per gram of faeces. For the different simulated scenarios, the estimated prevalence of anaemia attributable to hookworm ranges from 0% to 30% (95%-PI: 24% - 36%) being mainly associated to the prevalence of M&HI infections. Simulations show that a 2% prevalence of M&HI infections in adults corresponds to a prevalence of hookworm-attributable anaemia lower than 1%. Conclusions/significance Our results support the use of the current WHO thresholds of 2% prevalence of M&HI as a proxy for hookworm morbidity. A single Kato-Katz slide may be sufficient to assess the achievement of the morbidity target. Further studies are needed to elucidate haemoglobin dynamics pre- and post- control, ideally using longitudinal data in adults and children. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 16 6 e0010279
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Veronica Malizia
Federica Giardina
Sake J de Vlas
Luc E Coffeng
Appropriateness of the current parasitological control target for hookworm morbidity: A statistical analysis of individual-level data.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description Background Soil-transmitted helminths affect almost 2 billion people globally. Hookworm species contribute to most of the related morbidity. Hookworms mainly cause anaemia, due to blood loss at the site of the attachment of the adult worms to the human intestinal mucosa. The World Health Organization (WHO) aims to eliminate hookworm morbidity by 2030 through achieving a prevalence of moderate and heavy intensity (M&HI) infections below 2%. In this paper, we aim to assess the suitability of this threshold to reflect hookworm-attributable morbidity. Methodology/principal findings We developed a hierarchical statistical model to simulate individual haemoglobin concentrations in association with hookworm burdens, accounting for low haemoglobin values attributable to other causes. The model was fitted to individual-level data within a Bayesian framework. Then, we generated different endemicity settings corresponding to infection prevalence ranging from 10% to 90% (0% to 55% M&HI prevalence), using 1, 2 or 4 Kato-Katz slides. For each scenario, we estimated the prevalence of anaemia due to hookworm. Our results showed that on average, haemoglobin falls below the WHO threshold for anaemia when intensities are above 2000 eggs per gram of faeces. For the different simulated scenarios, the estimated prevalence of anaemia attributable to hookworm ranges from 0% to 30% (95%-PI: 24% - 36%) being mainly associated to the prevalence of M&HI infections. Simulations show that a 2% prevalence of M&HI infections in adults corresponds to a prevalence of hookworm-attributable anaemia lower than 1%. Conclusions/significance Our results support the use of the current WHO thresholds of 2% prevalence of M&HI as a proxy for hookworm morbidity. A single Kato-Katz slide may be sufficient to assess the achievement of the morbidity target. Further studies are needed to elucidate haemoglobin dynamics pre- and post- control, ideally using longitudinal data in adults and children.
format Article in Journal/Newspaper
author Veronica Malizia
Federica Giardina
Sake J de Vlas
Luc E Coffeng
author_facet Veronica Malizia
Federica Giardina
Sake J de Vlas
Luc E Coffeng
author_sort Veronica Malizia
title Appropriateness of the current parasitological control target for hookworm morbidity: A statistical analysis of individual-level data.
title_short Appropriateness of the current parasitological control target for hookworm morbidity: A statistical analysis of individual-level data.
title_full Appropriateness of the current parasitological control target for hookworm morbidity: A statistical analysis of individual-level data.
title_fullStr Appropriateness of the current parasitological control target for hookworm morbidity: A statistical analysis of individual-level data.
title_full_unstemmed Appropriateness of the current parasitological control target for hookworm morbidity: A statistical analysis of individual-level data.
title_sort appropriateness of the current parasitological control target for hookworm morbidity: a statistical analysis of individual-level data.
publisher Public Library of Science (PLoS)
publishDate 2022
url https://doi.org/10.1371/journal.pntd.0010279
https://doaj.org/article/e4d0685e40b04ff1ace1537cbb432261
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 16, Iss 6, p e0010279 (2022)
op_relation https://doi.org/10.1371/journal.pntd.0010279
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0010279
https://doaj.org/article/e4d0685e40b04ff1ace1537cbb432261
op_doi https://doi.org/10.1371/journal.pntd.0010279
container_title PLOS Neglected Tropical Diseases
container_volume 16
container_issue 6
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