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Improving the diagnosis of severe malaria in African children using platelet counts and plasma Pf HRP2 concentrations
Severe malaria caused by is difficult to diagnose accurately in children in high-transmission settings. Using data from 2649 pediatric and adult patients enrolled in four studies of severe illness in three countries (Bangladesh, Kenya, and Uganda), we fitted Bayesian latent class models using two di...
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Published in: | Science translational medicine 2022-07, Vol.14 (654), p.eabn5040 |
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creator | Watson, James A Uyoga, Sophie Wanjiku, Perpetual Makale, Johnstone Nyutu, Gideon M Mturi, Neema George, Elizabeth C Woodrow, Charles J Day, Nicholas P J Bejon, Philip Opoka, Robert O Dondorp, Arjen M John, Chandy C Maitland, Kathryn Williams, Thomas N White, Nicholas J |
description | Severe malaria caused by
is difficult to diagnose accurately in children in high-transmission settings. Using data from 2649 pediatric and adult patients enrolled in four studies of severe illness in three countries (Bangladesh, Kenya, and Uganda), we fitted Bayesian latent class models using two diagnostic markers: the platelet count and the plasma concentration of
histidine-rich protein 2 (
HRP2). In severely ill patients with clinical features consistent with severe malaria, the combination of a platelet count of ≤150,000/μl and a plasma
HRP2 concentration of ≥1000 ng/ml had an estimated sensitivity of 74% and specificity of 93% in identifying severe falciparum malaria. Compared with misdiagnosed children, pediatric patients with true severe malaria had higher parasite densities, lower hematocrits, lower rates of invasive bacterial disease, and a lower prevalence of both sickle cell trait and sickle cell anemia. We estimate that one-third of the children enrolled into clinical studies of severe malaria in high-transmission settings in Africa had another cause of their severe illness. |
doi_str_mv | 10.1126/scitranslmed.abn5040 |
format | article |
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is difficult to diagnose accurately in children in high-transmission settings. Using data from 2649 pediatric and adult patients enrolled in four studies of severe illness in three countries (Bangladesh, Kenya, and Uganda), we fitted Bayesian latent class models using two diagnostic markers: the platelet count and the plasma concentration of
histidine-rich protein 2 (
HRP2). In severely ill patients with clinical features consistent with severe malaria, the combination of a platelet count of ≤150,000/μl and a plasma
HRP2 concentration of ≥1000 ng/ml had an estimated sensitivity of 74% and specificity of 93% in identifying severe falciparum malaria. Compared with misdiagnosed children, pediatric patients with true severe malaria had higher parasite densities, lower hematocrits, lower rates of invasive bacterial disease, and a lower prevalence of both sickle cell trait and sickle cell anemia. We estimate that one-third of the children enrolled into clinical studies of severe malaria in high-transmission settings in Africa had another cause of their severe illness.</description><identifier>ISSN: 1946-6234</identifier><identifier>EISSN: 1946-6242</identifier><identifier>DOI: 10.1126/scitranslmed.abn5040</identifier><identifier>PMID: 35857826</identifier><language>eng</language><publisher>United States</publisher><subject>Adult ; Antigens, Protozoan ; Bayes Theorem ; Child ; Humans ; Malaria ; Malaria, Falciparum - diagnosis ; Malaria, Falciparum - epidemiology ; Malaria, Falciparum - parasitology ; Plasmodium falciparum ; Platelet Count ; Protozoan Proteins ; Uganda - epidemiology</subject><ispartof>Science translational medicine, 2022-07, Vol.14 (654), p.eabn5040</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c1650-f223aba62f98da76180d8a5a9ec6b5d8cfc4dd61de415a83d02641440da9cc473</citedby><cites>FETCH-LOGICAL-c1650-f223aba62f98da76180d8a5a9ec6b5d8cfc4dd61de415a83d02641440da9cc473</cites><orcidid>0000-0001-5524-0325 ; 0000-0002-1634-1411 ; 0000-0002-2135-7549 ; 0000-0003-1746-7873 ; 0000-0002-5134-7165 ; 0000-0002-5984-7690 ; 0000-0001-9293-0181 ; 0000-0002-2928-3580 ; 0000-0003-4456-2382 ; 0000-0003-2309-1171 ; 0000-0001-5190-2395 ; 0000-0002-6585-2074 ; 0000-0002-3670-7521 ; 0000-0002-1897-1978</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35857826$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Watson, James A</creatorcontrib><creatorcontrib>Uyoga, Sophie</creatorcontrib><creatorcontrib>Wanjiku, Perpetual</creatorcontrib><creatorcontrib>Makale, Johnstone</creatorcontrib><creatorcontrib>Nyutu, Gideon M</creatorcontrib><creatorcontrib>Mturi, Neema</creatorcontrib><creatorcontrib>George, Elizabeth C</creatorcontrib><creatorcontrib>Woodrow, Charles J</creatorcontrib><creatorcontrib>Day, Nicholas P J</creatorcontrib><creatorcontrib>Bejon, Philip</creatorcontrib><creatorcontrib>Opoka, Robert O</creatorcontrib><creatorcontrib>Dondorp, Arjen M</creatorcontrib><creatorcontrib>John, Chandy C</creatorcontrib><creatorcontrib>Maitland, Kathryn</creatorcontrib><creatorcontrib>Williams, Thomas N</creatorcontrib><creatorcontrib>White, Nicholas J</creatorcontrib><title>Improving the diagnosis of severe malaria in African children using platelet counts and plasma Pf HRP2 concentrations</title><title>Science translational medicine</title><addtitle>Sci Transl Med</addtitle><description>Severe malaria caused by
is difficult to diagnose accurately in children in high-transmission settings. Using data from 2649 pediatric and adult patients enrolled in four studies of severe illness in three countries (Bangladesh, Kenya, and Uganda), we fitted Bayesian latent class models using two diagnostic markers: the platelet count and the plasma concentration of
histidine-rich protein 2 (
HRP2). In severely ill patients with clinical features consistent with severe malaria, the combination of a platelet count of ≤150,000/μl and a plasma
HRP2 concentration of ≥1000 ng/ml had an estimated sensitivity of 74% and specificity of 93% in identifying severe falciparum malaria. Compared with misdiagnosed children, pediatric patients with true severe malaria had higher parasite densities, lower hematocrits, lower rates of invasive bacterial disease, and a lower prevalence of both sickle cell trait and sickle cell anemia. We estimate that one-third of the children enrolled into clinical studies of severe malaria in high-transmission settings in Africa had another cause of their severe illness.</description><subject>Adult</subject><subject>Antigens, Protozoan</subject><subject>Bayes Theorem</subject><subject>Child</subject><subject>Humans</subject><subject>Malaria</subject><subject>Malaria, Falciparum - diagnosis</subject><subject>Malaria, Falciparum - epidemiology</subject><subject>Malaria, Falciparum - parasitology</subject><subject>Plasmodium falciparum</subject><subject>Platelet Count</subject><subject>Protozoan Proteins</subject><subject>Uganda - epidemiology</subject><issn>1946-6234</issn><issn>1946-6242</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNpNkF1LwzAUhoMobk7_gUj-QGeSJll6OYa6wcAhel1O87FF2nQk7cB_78o28eoc3pfncHgQeqRkSimTz0n7LkJIdWPNFKogCCdXaEwLLjPJOLv-23M-QncpfRMiVS7kLRrlQomZYnKM-lWzj-3Bhy3udhYbD9vQJp9w63CyBxstbqCG6AH7gOcueg0B652vTbQB92kg9zV0trYd1m0fuoQhmCFLDeCNw8uPDTs2QdtwfLjzbUj36MZBnezDeU7Q1-vL52KZrd_fVov5OtNUCpI5xnKoQDJXKAMzSRUxCgQUVstKGKWd5sZIaiynAlRuCJOcck4MFFrzWT5B_HRXxzalaF25j76B-FNSUg4Wy_8Wy7PFI_Z0wvZ9NeQX6KIt_wUOG3U1</recordid><startdate>20220720</startdate><enddate>20220720</enddate><creator>Watson, James A</creator><creator>Uyoga, Sophie</creator><creator>Wanjiku, Perpetual</creator><creator>Makale, Johnstone</creator><creator>Nyutu, Gideon M</creator><creator>Mturi, Neema</creator><creator>George, Elizabeth C</creator><creator>Woodrow, Charles J</creator><creator>Day, Nicholas P J</creator><creator>Bejon, Philip</creator><creator>Opoka, Robert O</creator><creator>Dondorp, Arjen M</creator><creator>John, Chandy C</creator><creator>Maitland, Kathryn</creator><creator>Williams, Thomas N</creator><creator>White, Nicholas J</creator><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0001-5524-0325</orcidid><orcidid>https://orcid.org/0000-0002-1634-1411</orcidid><orcidid>https://orcid.org/0000-0002-2135-7549</orcidid><orcidid>https://orcid.org/0000-0003-1746-7873</orcidid><orcidid>https://orcid.org/0000-0002-5134-7165</orcidid><orcidid>https://orcid.org/0000-0002-5984-7690</orcidid><orcidid>https://orcid.org/0000-0001-9293-0181</orcidid><orcidid>https://orcid.org/0000-0002-2928-3580</orcidid><orcidid>https://orcid.org/0000-0003-4456-2382</orcidid><orcidid>https://orcid.org/0000-0003-2309-1171</orcidid><orcidid>https://orcid.org/0000-0001-5190-2395</orcidid><orcidid>https://orcid.org/0000-0002-6585-2074</orcidid><orcidid>https://orcid.org/0000-0002-3670-7521</orcidid><orcidid>https://orcid.org/0000-0002-1897-1978</orcidid></search><sort><creationdate>20220720</creationdate><title>Improving the diagnosis of severe malaria in African children using platelet counts and plasma Pf HRP2 concentrations</title><author>Watson, James A ; 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is difficult to diagnose accurately in children in high-transmission settings. Using data from 2649 pediatric and adult patients enrolled in four studies of severe illness in three countries (Bangladesh, Kenya, and Uganda), we fitted Bayesian latent class models using two diagnostic markers: the platelet count and the plasma concentration of
histidine-rich protein 2 (
HRP2). In severely ill patients with clinical features consistent with severe malaria, the combination of a platelet count of ≤150,000/μl and a plasma
HRP2 concentration of ≥1000 ng/ml had an estimated sensitivity of 74% and specificity of 93% in identifying severe falciparum malaria. Compared with misdiagnosed children, pediatric patients with true severe malaria had higher parasite densities, lower hematocrits, lower rates of invasive bacterial disease, and a lower prevalence of both sickle cell trait and sickle cell anemia. We estimate that one-third of the children enrolled into clinical studies of severe malaria in high-transmission settings in Africa had another cause of their severe illness.</abstract><cop>United States</cop><pmid>35857826</pmid><doi>10.1126/scitranslmed.abn5040</doi><orcidid>https://orcid.org/0000-0001-5524-0325</orcidid><orcidid>https://orcid.org/0000-0002-1634-1411</orcidid><orcidid>https://orcid.org/0000-0002-2135-7549</orcidid><orcidid>https://orcid.org/0000-0003-1746-7873</orcidid><orcidid>https://orcid.org/0000-0002-5134-7165</orcidid><orcidid>https://orcid.org/0000-0002-5984-7690</orcidid><orcidid>https://orcid.org/0000-0001-9293-0181</orcidid><orcidid>https://orcid.org/0000-0002-2928-3580</orcidid><orcidid>https://orcid.org/0000-0003-4456-2382</orcidid><orcidid>https://orcid.org/0000-0003-2309-1171</orcidid><orcidid>https://orcid.org/0000-0001-5190-2395</orcidid><orcidid>https://orcid.org/0000-0002-6585-2074</orcidid><orcidid>https://orcid.org/0000-0002-3670-7521</orcidid><orcidid>https://orcid.org/0000-0002-1897-1978</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Antigens, Protozoan Bayes Theorem Child Humans Malaria Malaria, Falciparum - diagnosis Malaria, Falciparum - epidemiology Malaria, Falciparum - parasitology Plasmodium falciparum Platelet Count Protozoan Proteins Uganda - epidemiology |
title | Improving the diagnosis of severe malaria in African children using platelet counts and plasma Pf HRP2 concentrations |
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