Predictive value of fever and palmar pallor for P. falciparum parasitaemia in children from an endemic area.
INTRODUCTION: Although the incidence of Plasmodium falciparum malaria in some parts of sub-Saharan Africa is reported to decline and other conditions, causing similar symptoms as clinical malaria are gaining in relevance, presumptive anti-malarial treatment is still common. This study traced for age...
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doaj-2b08ca88d1c34d76903b25f5e7a3f5c62020-11-25T01:11:57ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-0175e3667810.1371/journal.pone.0036678Predictive value of fever and palmar pallor for P. falciparum parasitaemia in children from an endemic area.Christof David VinnemeierNorbert Georg SchwarzNimako SarpongWibke LoagSamuel AcquahBernard NkrumahFrank HuengerYaw Adu-SarkodieJürgen MayINTRODUCTION: Although the incidence of Plasmodium falciparum malaria in some parts of sub-Saharan Africa is reported to decline and other conditions, causing similar symptoms as clinical malaria are gaining in relevance, presumptive anti-malarial treatment is still common. This study traced for age-dependent signs and symptoms predictive for P. falciparum parasitaemia. METHODS: In total, 5447 visits of 3641 patients between 2-60 months of age who attended an outpatient department (OPD) of a rural hospital in the Ashanti Region, Ghana, were analysed. All Children were examined by a paediatrician and a full blood count and thick smear were done. A Classification and Regression Tree (CART) model was used to generate a clinical decision tree to predict malarial parasitaemia a7nd predictive values of all symptoms were calculated. RESULTS: Malarial parasitaemia was detected in children between 2-12 months and between 12-60 months of age with a prevalence of 13.8% and 30.6%, respectively. The CART-model revealed age-dependent differences in the ability of the variables to predict parasitaemia. While palmar pallor was the most important symptom in children between 2-12 months, a report of fever and an elevated body temperature of ≥37.5°C gained in relevance in children between 12-60 months. The variable palmar pallor was significantly (p<0.001) associated with lower haemoglobin levels in children of all ages. Compared to the Integrated Management of Childhood Illness (IMCI) algorithm the CART-model had much lower sensitivities, but higher specificities and positive predictive values for a malarial parasitaemia. CONCLUSIONS: Use of age-derived algorithms increases the specificity of the prediction for P. falciparum parasitaemia. The predictive value of palmar pallor should be underlined in health worker training. Due to a lack of sensitivity neither the best algorithm nor palmar pallor as a single sign are eligible for decision-making and cannot replace presumptive treatment or laboratory diagnosis.http://europepmc.org/articles/PMC3344934?pdf=render |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Christof David Vinnemeier Norbert Georg Schwarz Nimako Sarpong Wibke Loag Samuel Acquah Bernard Nkrumah Frank Huenger Yaw Adu-Sarkodie Jürgen May |
spellingShingle |
Christof David Vinnemeier Norbert Georg Schwarz Nimako Sarpong Wibke Loag Samuel Acquah Bernard Nkrumah Frank Huenger Yaw Adu-Sarkodie Jürgen May Predictive value of fever and palmar pallor for P. falciparum parasitaemia in children from an endemic area. PLoS ONE |
author_facet |
Christof David Vinnemeier Norbert Georg Schwarz Nimako Sarpong Wibke Loag Samuel Acquah Bernard Nkrumah Frank Huenger Yaw Adu-Sarkodie Jürgen May |
author_sort |
Christof David Vinnemeier |
title |
Predictive value of fever and palmar pallor for P. falciparum parasitaemia in children from an endemic area. |
title_short |
Predictive value of fever and palmar pallor for P. falciparum parasitaemia in children from an endemic area. |
title_full |
Predictive value of fever and palmar pallor for P. falciparum parasitaemia in children from an endemic area. |
title_fullStr |
Predictive value of fever and palmar pallor for P. falciparum parasitaemia in children from an endemic area. |
title_full_unstemmed |
Predictive value of fever and palmar pallor for P. falciparum parasitaemia in children from an endemic area. |
title_sort |
predictive value of fever and palmar pallor for p. falciparum parasitaemia in children from an endemic area. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2012-01-01 |
description |
INTRODUCTION: Although the incidence of Plasmodium falciparum malaria in some parts of sub-Saharan Africa is reported to decline and other conditions, causing similar symptoms as clinical malaria are gaining in relevance, presumptive anti-malarial treatment is still common. This study traced for age-dependent signs and symptoms predictive for P. falciparum parasitaemia. METHODS: In total, 5447 visits of 3641 patients between 2-60 months of age who attended an outpatient department (OPD) of a rural hospital in the Ashanti Region, Ghana, were analysed. All Children were examined by a paediatrician and a full blood count and thick smear were done. A Classification and Regression Tree (CART) model was used to generate a clinical decision tree to predict malarial parasitaemia a7nd predictive values of all symptoms were calculated. RESULTS: Malarial parasitaemia was detected in children between 2-12 months and between 12-60 months of age with a prevalence of 13.8% and 30.6%, respectively. The CART-model revealed age-dependent differences in the ability of the variables to predict parasitaemia. While palmar pallor was the most important symptom in children between 2-12 months, a report of fever and an elevated body temperature of ≥37.5°C gained in relevance in children between 12-60 months. The variable palmar pallor was significantly (p<0.001) associated with lower haemoglobin levels in children of all ages. Compared to the Integrated Management of Childhood Illness (IMCI) algorithm the CART-model had much lower sensitivities, but higher specificities and positive predictive values for a malarial parasitaemia. CONCLUSIONS: Use of age-derived algorithms increases the specificity of the prediction for P. falciparum parasitaemia. The predictive value of palmar pallor should be underlined in health worker training. Due to a lack of sensitivity neither the best algorithm nor palmar pallor as a single sign are eligible for decision-making and cannot replace presumptive treatment or laboratory diagnosis. |
url |
http://europepmc.org/articles/PMC3344934?pdf=render |
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