Identifying prognostic factors of severe metabolic acidosis and uraemia in African children with severe falciparum malaria: a secondary analysis of a randomized trial

Abstract Background Severe metabolic acidosis and acute kidney injury are major causes of mortality in children with severe malaria but are often underdiagnosed in low resource settings. Methods A retrospective analysis of the ‘Artesunate versus quinine in the treatment of severe falciparum malaria...

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Published in:Malaria Journal
Main Authors: Grace Mzumara, Stije Leopold, Kevin Marsh, Arjen Dondorp, Eric O. Ohuma, Mavuto Mukaka
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2021
Subjects:
Online Access:https://doi.org/10.1186/s12936-021-03785-0
https://doaj.org/article/9d146dfcdcd545579b81d644b7c6b221
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spelling ftdoajarticles:oai:doaj.org/article:9d146dfcdcd545579b81d644b7c6b221 2023-05-15T15:14:26+02:00 Identifying prognostic factors of severe metabolic acidosis and uraemia in African children with severe falciparum malaria: a secondary analysis of a randomized trial Grace Mzumara Stije Leopold Kevin Marsh Arjen Dondorp Eric O. Ohuma Mavuto Mukaka 2021-06-01T00:00:00Z https://doi.org/10.1186/s12936-021-03785-0 https://doaj.org/article/9d146dfcdcd545579b81d644b7c6b221 EN eng BMC https://doi.org/10.1186/s12936-021-03785-0 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-021-03785-0 1475-2875 https://doaj.org/article/9d146dfcdcd545579b81d644b7c6b221 Malaria Journal, Vol 20, Iss 1, Pp 1-10 (2021) Severe malaria Metabolic acidosis Acute kidney injury Plasmodium falciparum Africa Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2021 ftdoajarticles https://doi.org/10.1186/s12936-021-03785-0 2022-12-31T10:30:32Z Abstract Background Severe metabolic acidosis and acute kidney injury are major causes of mortality in children with severe malaria but are often underdiagnosed in low resource settings. Methods A retrospective analysis of the ‘Artesunate versus quinine in the treatment of severe falciparum malaria in African children’ (AQUAMAT) trial was conducted to identify clinical features of severe metabolic acidosis and uraemia in 5425 children from nine African countries. Separate models were fitted for uraemia and severe metabolic acidosis. Separate univariable and multivariable logistic regression were performed to identify prognostic factors for severe metabolic acidosis and uraemia. Both analyses adjusted for the trial arm. A forward selection approach was used for model building of the logistic models and a threshold of 5% statistical significance was used for inclusion of variables into the final logistic model. Model performance was assessed through calibration, discrimination, and internal validation with bootstrapping. Results There were 2296 children identified with severe metabolic acidosis and 1110 with uraemia. Prognostic features of severe metabolic acidosis among them were deep breathing (OR: 3.94, CI 2.51–6.2), hypoglycaemia (OR: 5.16, CI 2.74–9.75), coma (OR: 1.72 CI 1.17–2.51), respiratory distress (OR: 1.46, CI 1.02–2.1) and prostration (OR: 1.88 CI 1.35–2.59). Features associated with uraemia were coma (3.18, CI 2.36–4.27), Prostration (OR: 1.78 CI 1.37–2.30), decompensated shock (OR: 1.89, CI 1.31–2.74), black water fever (CI 1.58. CI 1.09–2.27), jaundice (OR: 3.46 CI 2.21–5.43), severe anaemia (OR: 1.77, CI 1.36–2.29) and hypoglycaemia (OR: 2.77, CI 2.22–3.46) Conclusion Clinical and laboratory parameters representing contributors and consequences of severe metabolic acidosis and uraemia were independently associated with these outcomes. The model can be useful for identifying patients at high risk of these complications where laboratory assessments are not routinely available. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 20 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Severe malaria
Metabolic acidosis
Acute kidney injury
Plasmodium falciparum
Africa
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle Severe malaria
Metabolic acidosis
Acute kidney injury
Plasmodium falciparum
Africa
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
Grace Mzumara
Stije Leopold
Kevin Marsh
Arjen Dondorp
Eric O. Ohuma
Mavuto Mukaka
Identifying prognostic factors of severe metabolic acidosis and uraemia in African children with severe falciparum malaria: a secondary analysis of a randomized trial
topic_facet Severe malaria
Metabolic acidosis
Acute kidney injury
Plasmodium falciparum
Africa
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
description Abstract Background Severe metabolic acidosis and acute kidney injury are major causes of mortality in children with severe malaria but are often underdiagnosed in low resource settings. Methods A retrospective analysis of the ‘Artesunate versus quinine in the treatment of severe falciparum malaria in African children’ (AQUAMAT) trial was conducted to identify clinical features of severe metabolic acidosis and uraemia in 5425 children from nine African countries. Separate models were fitted for uraemia and severe metabolic acidosis. Separate univariable and multivariable logistic regression were performed to identify prognostic factors for severe metabolic acidosis and uraemia. Both analyses adjusted for the trial arm. A forward selection approach was used for model building of the logistic models and a threshold of 5% statistical significance was used for inclusion of variables into the final logistic model. Model performance was assessed through calibration, discrimination, and internal validation with bootstrapping. Results There were 2296 children identified with severe metabolic acidosis and 1110 with uraemia. Prognostic features of severe metabolic acidosis among them were deep breathing (OR: 3.94, CI 2.51–6.2), hypoglycaemia (OR: 5.16, CI 2.74–9.75), coma (OR: 1.72 CI 1.17–2.51), respiratory distress (OR: 1.46, CI 1.02–2.1) and prostration (OR: 1.88 CI 1.35–2.59). Features associated with uraemia were coma (3.18, CI 2.36–4.27), Prostration (OR: 1.78 CI 1.37–2.30), decompensated shock (OR: 1.89, CI 1.31–2.74), black water fever (CI 1.58. CI 1.09–2.27), jaundice (OR: 3.46 CI 2.21–5.43), severe anaemia (OR: 1.77, CI 1.36–2.29) and hypoglycaemia (OR: 2.77, CI 2.22–3.46) Conclusion Clinical and laboratory parameters representing contributors and consequences of severe metabolic acidosis and uraemia were independently associated with these outcomes. The model can be useful for identifying patients at high risk of these complications where laboratory assessments are not routinely available.
format Article in Journal/Newspaper
author Grace Mzumara
Stije Leopold
Kevin Marsh
Arjen Dondorp
Eric O. Ohuma
Mavuto Mukaka
author_facet Grace Mzumara
Stije Leopold
Kevin Marsh
Arjen Dondorp
Eric O. Ohuma
Mavuto Mukaka
author_sort Grace Mzumara
title Identifying prognostic factors of severe metabolic acidosis and uraemia in African children with severe falciparum malaria: a secondary analysis of a randomized trial
title_short Identifying prognostic factors of severe metabolic acidosis and uraemia in African children with severe falciparum malaria: a secondary analysis of a randomized trial
title_full Identifying prognostic factors of severe metabolic acidosis and uraemia in African children with severe falciparum malaria: a secondary analysis of a randomized trial
title_fullStr Identifying prognostic factors of severe metabolic acidosis and uraemia in African children with severe falciparum malaria: a secondary analysis of a randomized trial
title_full_unstemmed Identifying prognostic factors of severe metabolic acidosis and uraemia in African children with severe falciparum malaria: a secondary analysis of a randomized trial
title_sort identifying prognostic factors of severe metabolic acidosis and uraemia in african children with severe falciparum malaria: a secondary analysis of a randomized trial
publisher BMC
publishDate 2021
url https://doi.org/10.1186/s12936-021-03785-0
https://doaj.org/article/9d146dfcdcd545579b81d644b7c6b221
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Malaria Journal, Vol 20, Iss 1, Pp 1-10 (2021)
op_relation https://doi.org/10.1186/s12936-021-03785-0
https://doaj.org/toc/1475-2875
doi:10.1186/s12936-021-03785-0
1475-2875
https://doaj.org/article/9d146dfcdcd545579b81d644b7c6b221
op_doi https://doi.org/10.1186/s12936-021-03785-0
container_title Malaria Journal
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