High-Sensitivity C-Reactive Protein: A Potential Ancillary Biomarker for Malaria Diagnosis and Morbidity
Background. Malaria remains an important cause of morbidity and mortality in Africa. Previous studies that assessed C-reactive protein (CRP) have centered on the conventional method. This study evaluated the usefulness of high-sensitivity CRP (hs-CRP) in malaria diagnosis and morbidity in a pediatri...
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creator | Owiredu, Eddie-Williams Djabatey, Richard Sallah, Lorraine Gyamfi, Daniel Odame Anto, Enoch Fondjo, Linda Ahenkorah Annani-Akollor, Max Efui Addai-Mensah, Otchere Agama, Dennis |
description | Background. Malaria remains an important cause of morbidity and mortality in Africa. Previous studies that assessed C-reactive protein (CRP) have centered on the conventional method. This study evaluated the usefulness of high-sensitivity CRP (hs-CRP) in malaria diagnosis and morbidity in a pediatric population in Ghana. Methodology. A total of 267 subjects (100 microscopically proven nonmalarial parasitaemics as controls and 167 plasmodium parasitaemic subjects as cases), between the ages of 7 months and 18 years, were recruited for this case-control study. Blood samples were collected for malaria parasite density by microscopic examination; full blood count, electrolytes, and liver function tests using an automated analyzer; and hs-CRP levels by sandwich ELISA method. Results. The median hs-CRP concentration was lowest in the control group and increased significantly from low to high parasitaemia. The median hs-CRP level was significantly higher in high malaria parasitaemia compared to moderate and low malaria parasitaemia. Increasing hs-CRP cutoff (3.12-4.64 mg/L) presented with increasing specificity (79.3-93.1%) and sensitivity (96.4%-97.4%), except for moderate parasitaemia where a decline in sensitivity (80.9%) was observed. However, hs-CRP had relatively lower PPV but high NPV at low parasitaemia while both the PPV and NPV were moderate in moderate parasitaemia. Conclusion. hs-CRP yielded a high sensitivity, specificity, and accuracy for low, moderate, and high-grade malaria, respectively, and thus may serve as an effective supplementary diagnostic and prognostic biomarker for Plasmodium parasite infection. However, hs-CRP might not be readily useful yet for diagnostic purposes in hospitals due to the relatively low PPV and NPV for low and moderate parasitaemia and thus necessitates further studies in larger cohorts. |
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Malaria remains an important cause of morbidity and mortality in Africa. Previous studies that assessed C-reactive protein (CRP) have centered on the conventional method. This study evaluated the usefulness of high-sensitivity CRP (hs-CRP) in malaria diagnosis and morbidity in a pediatric population in Ghana. Methodology. A total of 267 subjects (100 microscopically proven nonmalarial parasitaemics as controls and 167 plasmodium parasitaemic subjects as cases), between the ages of 7 months and 18 years, were recruited for this case-control study. Blood samples were collected for malaria parasite density by microscopic examination; full blood count, electrolytes, and liver function tests using an automated analyzer; and hs-CRP levels by sandwich ELISA method. Results. The median hs-CRP concentration was lowest in the control group and increased significantly from low to high parasitaemia. The median hs-CRP level was significantly higher in high malaria parasitaemia compared to moderate and low malaria parasitaemia. Increasing hs-CRP cutoff (3.12-4.64 mg/L) presented with increasing specificity (79.3-93.1%) and sensitivity (96.4%-97.4%), except for moderate parasitaemia where a decline in sensitivity (80.9%) was observed. However, hs-CRP had relatively lower PPV but high NPV at low parasitaemia while both the PPV and NPV were moderate in moderate parasitaemia. Conclusion. hs-CRP yielded a high sensitivity, specificity, and accuracy for low, moderate, and high-grade malaria, respectively, and thus may serve as an effective supplementary diagnostic and prognostic biomarker for Plasmodium parasite infection. However, hs-CRP might not be readily useful yet for diagnostic purposes in hospitals due to the relatively low PPV and NPV for low and moderate parasitaemia and thus necessitates further studies in larger cohorts.</description><identifier>ISSN: 0278-0240</identifier><identifier>EISSN: 1875-8630</identifier><identifier>DOI: 10.1155/2019/1408031</identifier><identifier>PMID: 31089391</identifier><language>eng</language><publisher>Cairo, Egypt: Hindawi Publishing Corporation</publisher><subject>Adolescent ; Bacterial infections ; Bioindicators ; Biomarkers ; Biomarkers - blood ; Blood ; C-reactive protein ; C-Reactive Protein - analysis ; Child ; Child, Preschool ; Cytokines ; Diagnosis ; Diagnostic systems ; Electrolytes ; Enzyme-linked immunosorbent assay ; Ethylenediaminetetraacetic acid ; Female ; Fever ; Ghana ; Health aspects ; Hematology ; Hospitals ; Humans ; Infections ; Infectious diseases ; Liver ; Malaria ; Malaria - blood ; Malaria - epidemiology ; Male ; Morbidity ; Mortality ; Parasites ; Parasitic diseases ; Plasmodium falciparum ; Proteins ; R&D ; Research & development ; Sensitivity ; Sensitivity analysis ; Sensitivity and Specificity ; Sub-Saharan Africa ; Tropical diseases ; Vector-borne diseases</subject><ispartof>Disease markers, 2019-01, Vol.2019 (2019), p.1-7</ispartof><rights>Copyright © 2019 Otchere Addai-Mensah et al.</rights><rights>COPYRIGHT 2019 John Wiley & Sons, Inc.</rights><rights>Copyright © 2019 Otchere Addai-Mensah et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. http://creativecommons.org/licenses/by/4.0</rights><rights>Copyright © 2019 Otchere Addai-Mensah et al. 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c499t-c434e50bd680001b73f4da58d380a188bd02f389f79e2c007b0e3d56d705745e3</citedby><cites>FETCH-LOGICAL-c499t-c434e50bd680001b73f4da58d380a188bd02f389f79e2c007b0e3d56d705745e3</cites><orcidid>0000-0003-4499-0678 ; 0000-0001-9023-6612 ; 0000-0001-9225-5876 ; 0000-0003-0252-3190 ; 0000-0003-1369-3750</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6476067/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6476067/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31089391$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Hawkes, Michael</contributor><creatorcontrib>Owiredu, Eddie-Williams</creatorcontrib><creatorcontrib>Djabatey, Richard</creatorcontrib><creatorcontrib>Sallah, Lorraine</creatorcontrib><creatorcontrib>Gyamfi, Daniel</creatorcontrib><creatorcontrib>Odame Anto, Enoch</creatorcontrib><creatorcontrib>Fondjo, Linda Ahenkorah</creatorcontrib><creatorcontrib>Annani-Akollor, Max Efui</creatorcontrib><creatorcontrib>Addai-Mensah, Otchere</creatorcontrib><creatorcontrib>Agama, Dennis</creatorcontrib><title>High-Sensitivity C-Reactive Protein: A Potential Ancillary Biomarker for Malaria Diagnosis and Morbidity</title><title>Disease markers</title><addtitle>Dis Markers</addtitle><description>Background. Malaria remains an important cause of morbidity and mortality in Africa. Previous studies that assessed C-reactive protein (CRP) have centered on the conventional method. This study evaluated the usefulness of high-sensitivity CRP (hs-CRP) in malaria diagnosis and morbidity in a pediatric population in Ghana. Methodology. A total of 267 subjects (100 microscopically proven nonmalarial parasitaemics as controls and 167 plasmodium parasitaemic subjects as cases), between the ages of 7 months and 18 years, were recruited for this case-control study. Blood samples were collected for malaria parasite density by microscopic examination; full blood count, electrolytes, and liver function tests using an automated analyzer; and hs-CRP levels by sandwich ELISA method. Results. The median hs-CRP concentration was lowest in the control group and increased significantly from low to high parasitaemia. The median hs-CRP level was significantly higher in high malaria parasitaemia compared to moderate and low malaria parasitaemia. Increasing hs-CRP cutoff (3.12-4.64 mg/L) presented with increasing specificity (79.3-93.1%) and sensitivity (96.4%-97.4%), except for moderate parasitaemia where a decline in sensitivity (80.9%) was observed. However, hs-CRP had relatively lower PPV but high NPV at low parasitaemia while both the PPV and NPV were moderate in moderate parasitaemia. Conclusion. hs-CRP yielded a high sensitivity, specificity, and accuracy for low, moderate, and high-grade malaria, respectively, and thus may serve as an effective supplementary diagnostic and prognostic biomarker for Plasmodium parasite infection. However, hs-CRP might not be readily useful yet for diagnostic purposes in hospitals due to the relatively low PPV and NPV for low and moderate parasitaemia and thus necessitates further studies in larger cohorts.</description><subject>Adolescent</subject><subject>Bacterial infections</subject><subject>Bioindicators</subject><subject>Biomarkers</subject><subject>Biomarkers - blood</subject><subject>Blood</subject><subject>C-reactive protein</subject><subject>C-Reactive Protein - analysis</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Cytokines</subject><subject>Diagnosis</subject><subject>Diagnostic systems</subject><subject>Electrolytes</subject><subject>Enzyme-linked immunosorbent assay</subject><subject>Ethylenediaminetetraacetic acid</subject><subject>Female</subject><subject>Fever</subject><subject>Ghana</subject><subject>Health aspects</subject><subject>Hematology</subject><subject>Hospitals</subject><subject>Humans</subject><subject>Infections</subject><subject>Infectious diseases</subject><subject>Liver</subject><subject>Malaria</subject><subject>Malaria - blood</subject><subject>Malaria - epidemiology</subject><subject>Male</subject><subject>Morbidity</subject><subject>Mortality</subject><subject>Parasites</subject><subject>Parasitic diseases</subject><subject>Plasmodium falciparum</subject><subject>Proteins</subject><subject>R&D</subject><subject>Research & development</subject><subject>Sensitivity</subject><subject>Sensitivity analysis</subject><subject>Sensitivity and Specificity</subject><subject>Sub-Saharan Africa</subject><subject>Tropical diseases</subject><subject>Vector-borne diseases</subject><issn>0278-0240</issn><issn>1875-8630</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>RHX</sourceid><sourceid>EIF</sourceid><recordid>eNqNkUtvEzEUhUcIRENhxxpZYoMEQ6_fNgukEB5FakXFY215xp7EZWIXe1KUf4-jhBZYsfHz07nn6DTNYwwvMeb8hADWJ5iBAorvNDOsJG-VoHC3mQGRqgXC4Kh5UMolACaa6fvNEcWgNNV41qxOw3LVfvGxhClch2mLFu1nb_t68egip8mH-ArN0UU9xSnYEc1jH8bR5i16E9La5u8-oyFldG7rY7DobbDLmEooyEaHzlPugqu6D5t7gx2Lf3TYj5tv7999XZy2Z58-fFzMz9qeaT3VlTLPoXNCQfXbSTowZ7lyVIHFSnUOyECVHqT2pAeQHXjquHASuGTc0-Pm9V73atOtveur62xHc5VD9bo1yQbz908MK7NM10YwKUDIKvDsIJDTj40vk1mH0vsaOfq0KYYQSgCUJLyiT_9BL9MmxxqvUqA5oUywW2ppR29CHFKd2-9EzVzUugSWDFfqxZ7qcyol--HGMgazK9rsijaHoiv-5M-YN_DvZivwfA-sQnT2Z_hPOV8ZP9hbGjOhJKa_ALHOuIE</recordid><startdate>20190101</startdate><enddate>20190101</enddate><creator>Owiredu, Eddie-Williams</creator><creator>Djabatey, Richard</creator><creator>Sallah, Lorraine</creator><creator>Gyamfi, Daniel</creator><creator>Odame Anto, Enoch</creator><creator>Fondjo, Linda Ahenkorah</creator><creator>Annani-Akollor, Max Efui</creator><creator>Addai-Mensah, Otchere</creator><creator>Agama, Dennis</creator><general>Hindawi Publishing Corporation</general><general>Hindawi</general><general>John Wiley & Sons, Inc</general><general>Hindawi Limited</general><scope>ADJCN</scope><scope>AHFXO</scope><scope>RHU</scope><scope>RHW</scope><scope>RHX</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QL</scope><scope>7QO</scope><scope>7TK</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-4499-0678</orcidid><orcidid>https://orcid.org/0000-0001-9023-6612</orcidid><orcidid>https://orcid.org/0000-0001-9225-5876</orcidid><orcidid>https://orcid.org/0000-0003-0252-3190</orcidid><orcidid>https://orcid.org/0000-0003-1369-3750</orcidid></search><sort><creationdate>20190101</creationdate><title>High-Sensitivity C-Reactive Protein: A Potential Ancillary Biomarker for Malaria Diagnosis and Morbidity</title><author>Owiredu, Eddie-Williams ; Djabatey, Richard ; Sallah, Lorraine ; Gyamfi, Daniel ; Odame Anto, Enoch ; Fondjo, Linda Ahenkorah ; Annani-Akollor, Max Efui ; Addai-Mensah, Otchere ; Agama, Dennis</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c499t-c434e50bd680001b73f4da58d380a188bd02f389f79e2c007b0e3d56d705745e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Adolescent</topic><topic>Bacterial infections</topic><topic>Bioindicators</topic><topic>Biomarkers</topic><topic>Biomarkers - blood</topic><topic>Blood</topic><topic>C-reactive protein</topic><topic>C-Reactive Protein - analysis</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>Cytokines</topic><topic>Diagnosis</topic><topic>Diagnostic systems</topic><topic>Electrolytes</topic><topic>Enzyme-linked immunosorbent assay</topic><topic>Ethylenediaminetetraacetic acid</topic><topic>Female</topic><topic>Fever</topic><topic>Ghana</topic><topic>Health aspects</topic><topic>Hematology</topic><topic>Hospitals</topic><topic>Humans</topic><topic>Infections</topic><topic>Infectious diseases</topic><topic>Liver</topic><topic>Malaria</topic><topic>Malaria - blood</topic><topic>Malaria - epidemiology</topic><topic>Male</topic><topic>Morbidity</topic><topic>Mortality</topic><topic>Parasites</topic><topic>Parasitic diseases</topic><topic>Plasmodium falciparum</topic><topic>Proteins</topic><topic>R&D</topic><topic>Research & development</topic><topic>Sensitivity</topic><topic>Sensitivity analysis</topic><topic>Sensitivity and Specificity</topic><topic>Sub-Saharan Africa</topic><topic>Tropical diseases</topic><topic>Vector-borne diseases</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Owiredu, Eddie-Williams</creatorcontrib><creatorcontrib>Djabatey, Richard</creatorcontrib><creatorcontrib>Sallah, Lorraine</creatorcontrib><creatorcontrib>Gyamfi, Daniel</creatorcontrib><creatorcontrib>Odame Anto, Enoch</creatorcontrib><creatorcontrib>Fondjo, Linda Ahenkorah</creatorcontrib><creatorcontrib>Annani-Akollor, Max Efui</creatorcontrib><creatorcontrib>Addai-Mensah, Otchere</creatorcontrib><creatorcontrib>Agama, Dennis</creatorcontrib><collection>الدوريات العلمية والإحصائية - e-Marefa Academic and Statistical Periodicals</collection><collection>معرفة - المحتوى العربي الأكاديمي المتكامل - e-Marefa Academic Complete</collection><collection>Hindawi Publishing Complete</collection><collection>Hindawi Publishing Subscription Journals</collection><collection>Hindawi Publishing Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Disease markers</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Owiredu, Eddie-Williams</au><au>Djabatey, Richard</au><au>Sallah, Lorraine</au><au>Gyamfi, Daniel</au><au>Odame Anto, Enoch</au><au>Fondjo, Linda Ahenkorah</au><au>Annani-Akollor, Max Efui</au><au>Addai-Mensah, Otchere</au><au>Agama, Dennis</au><au>Hawkes, Michael</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>High-Sensitivity C-Reactive Protein: A Potential Ancillary Biomarker for Malaria Diagnosis and Morbidity</atitle><jtitle>Disease markers</jtitle><addtitle>Dis Markers</addtitle><date>2019-01-01</date><risdate>2019</risdate><volume>2019</volume><issue>2019</issue><spage>1</spage><epage>7</epage><pages>1-7</pages><issn>0278-0240</issn><eissn>1875-8630</eissn><abstract>Background. Malaria remains an important cause of morbidity and mortality in Africa. Previous studies that assessed C-reactive protein (CRP) have centered on the conventional method. This study evaluated the usefulness of high-sensitivity CRP (hs-CRP) in malaria diagnosis and morbidity in a pediatric population in Ghana. Methodology. A total of 267 subjects (100 microscopically proven nonmalarial parasitaemics as controls and 167 plasmodium parasitaemic subjects as cases), between the ages of 7 months and 18 years, were recruited for this case-control study. Blood samples were collected for malaria parasite density by microscopic examination; full blood count, electrolytes, and liver function tests using an automated analyzer; and hs-CRP levels by sandwich ELISA method. Results. The median hs-CRP concentration was lowest in the control group and increased significantly from low to high parasitaemia. The median hs-CRP level was significantly higher in high malaria parasitaemia compared to moderate and low malaria parasitaemia. Increasing hs-CRP cutoff (3.12-4.64 mg/L) presented with increasing specificity (79.3-93.1%) and sensitivity (96.4%-97.4%), except for moderate parasitaemia where a decline in sensitivity (80.9%) was observed. However, hs-CRP had relatively lower PPV but high NPV at low parasitaemia while both the PPV and NPV were moderate in moderate parasitaemia. Conclusion. hs-CRP yielded a high sensitivity, specificity, and accuracy for low, moderate, and high-grade malaria, respectively, and thus may serve as an effective supplementary diagnostic and prognostic biomarker for Plasmodium parasite infection. However, hs-CRP might not be readily useful yet for diagnostic purposes in hospitals due to the relatively low PPV and NPV for low and moderate parasitaemia and thus necessitates further studies in larger cohorts.</abstract><cop>Cairo, Egypt</cop><pub>Hindawi Publishing Corporation</pub><pmid>31089391</pmid><doi>10.1155/2019/1408031</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0003-4499-0678</orcidid><orcidid>https://orcid.org/0000-0001-9023-6612</orcidid><orcidid>https://orcid.org/0000-0001-9225-5876</orcidid><orcidid>https://orcid.org/0000-0003-0252-3190</orcidid><orcidid>https://orcid.org/0000-0003-1369-3750</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adolescent Bacterial infections Bioindicators Biomarkers Biomarkers - blood Blood C-reactive protein C-Reactive Protein - analysis Child Child, Preschool Cytokines Diagnosis Diagnostic systems Electrolytes Enzyme-linked immunosorbent assay Ethylenediaminetetraacetic acid Female Fever Ghana Health aspects Hematology Hospitals Humans Infections Infectious diseases Liver Malaria Malaria - blood Malaria - epidemiology Male Morbidity Mortality Parasites Parasitic diseases Plasmodium falciparum Proteins R&D Research & development Sensitivity Sensitivity analysis Sensitivity and Specificity Sub-Saharan Africa Tropical diseases Vector-borne diseases |
title | High-Sensitivity C-Reactive Protein: A Potential Ancillary Biomarker for Malaria Diagnosis and Morbidity |
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