Loading…

Evaluation of Individual and Combined Markers of Urine Dipstick Parameters and Total Lymphocyte Count as a Substitute for CD4 Count in Low-Resource Communities in Ghana

We evaluated the individual and combined levels of urine dipstick and total lymphocyte count (TLC) as surrogate markers for CD4 count in a low-resource community in Ghana. This cross-sectional study recruited 200 HIV-infected patients from the Saint Francis Xavier Hospital, Assin Fosu, Ghana. Comple...

Full description

Saved in:
Bibliographic Details
Published in:Disease markers 2018-01, Vol.2018 (2018), p.1-7
Main Authors: Osaah, Esther, Jommo, Juliana, Donkor, Sampson, Oppong Afranie, Bright, Amankwaa, Bright, Acheampong, Emmanuel, Obirikorang, Christian, Odame Anto, Enoch, Hope, Isaac
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites cdi_FETCH-LOGICAL-c456t-361766d92f3a0a35c7549b893da2d8df02935fe0d8de8a89dbb5737310df079f3
container_end_page 7
container_issue 2018
container_start_page 1
container_title Disease markers
container_volume 2018
creator Osaah, Esther
Jommo, Juliana
Donkor, Sampson
Oppong Afranie, Bright
Amankwaa, Bright
Acheampong, Emmanuel
Obirikorang, Christian
Odame Anto, Enoch
Hope, Isaac
description We evaluated the individual and combined levels of urine dipstick and total lymphocyte count (TLC) as surrogate markers for CD4 count in a low-resource community in Ghana. This cross-sectional study recruited 200 HIV-infected patients from the Saint Francis Xavier Hospital, Assin Fosu, Ghana. Complete blood count, CD4 count, and urine dipstick analysis were measured for participants. The threshold values were determined as
doi_str_mv 10.1155/2018/7485942
format article
fullrecord <record><control><sourceid>gale_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5828051</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A587655911</galeid><sourcerecordid>A587655911</sourcerecordid><originalsourceid>FETCH-LOGICAL-c456t-361766d92f3a0a35c7549b893da2d8df02935fe0d8de8a89dbb5737310df079f3</originalsourceid><addsrcrecordid>eNqNkktvEzEUhUcIRENhxxpZYoMEQ_0YvzaVqrSUSkEgaNeWM_Y0bmfsYHtS5R_xM_EoITxWrGz5fOfce61bVS8RfI8QpScYInHCG0Flgx9VMyQ4rQUj8HE1g5iLGuIGHlXPUrqDEGHZyKfVEZYMMin4rPpxsdH9qLMLHoQOXHnjNs6MugfaGzAPw9J5a8AnHe9tTBNyE8sLOHfrlF17D77oqAebJ3FyXIdcvIvtsF6FdpttiRh9Brqo4Nu4LJ48ltcuRDA_b_aq82ARHuqvNoUxtpNnGEbvsrNp0i5X2uvn1ZNO98m-2J_H1c2Hi-v5x3rx-fJqfrao24ayXBOGOGNG4o5oqAltOW3kUkhiNDbCdBBLQjsLy90KLaRZLiknnCBYNC47clyd7nLX43KwprU-R92rdXSDjlsVtFN_K96t1G3YKCqwgBSVgDf7gBi-jzZlNbjU2r7X3oYxKQwxFJJjRgv6-h_0rnyAL-MVCkHBkSjNHahb3VvlfBdK3XYKVWdUcEapRFPZdzuqjSGlaLtDywiqaVGmSKH2i1LwV3-OeYB_bUYB3u6AlfNGP7j_jLOFsZ3-TSNKWMPIT8h_0GY</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2010871857</pqid></control><display><type>article</type><title>Evaluation of Individual and Combined Markers of Urine Dipstick Parameters and Total Lymphocyte Count as a Substitute for CD4 Count in Low-Resource Communities in Ghana</title><source>Wiley Open Access</source><creator>Osaah, Esther ; Jommo, Juliana ; Donkor, Sampson ; Oppong Afranie, Bright ; Amankwaa, Bright ; Acheampong, Emmanuel ; Obirikorang, Christian ; Odame Anto, Enoch ; Hope, Isaac</creator><contributor>Murdaca, Giuseppe ; Giuseppe Murdaca</contributor><creatorcontrib>Osaah, Esther ; Jommo, Juliana ; Donkor, Sampson ; Oppong Afranie, Bright ; Amankwaa, Bright ; Acheampong, Emmanuel ; Obirikorang, Christian ; Odame Anto, Enoch ; Hope, Isaac ; Murdaca, Giuseppe ; Giuseppe Murdaca</creatorcontrib><description>We evaluated the individual and combined levels of urine dipstick and total lymphocyte count (TLC) as surrogate markers for CD4 count in a low-resource community in Ghana. This cross-sectional study recruited 200 HIV-infected patients from the Saint Francis Xavier Hospital, Assin Fosu, Ghana. Complete blood count, CD4 count, and urine dipstick analysis were measured for participants. The threshold values were determined as &lt;350 cells/μl for CD4, &lt;1200 cells/μl for TLC, and ≥+ on urine dipstick analysis. The mean age of participants was 43.09 years. Proteinuria ≥ + [aOR = 4.30 (3.0–18.5)], leukocyturia ≥ + [aOR = 2.91 (1.33–12.5)], hematuria ≥ + [aOR = 2.30 (1.08–9.64)], and TLC &lt; 1200 cells/μl [aOR = 3.26 (3.94–15.29)] were significantly associated with increased risk of CD4 count &lt; 350 cells/μl. Using the individual markers, the best substitute marker for predicting CD4 count &lt; 350 cells/μl was proteinuria at a cutoff point ≥ 2++, AUC of 0.973, sensitivity of 97.6%, specificity of 100.0%, PPV of 100.0%, and NPV of 89.1%. A combination of ≤ 1200 TLC + ≥ 2++ (leukocyturia + proteinuria + hematuria) yielded an AUC of 0.980, sensitivity (72.8%), specificity (100.0%), PPV (100.0%), and NPV (97.9%). Proteinuria could serve as a noninvasive screening tool, but the combination of proteinuria, leukocyturia, hematuria, and TLC serves as a better substitute marker for CD4 count in monitoring the disease progression among HIV patients in low-resource communities.</description><identifier>ISSN: 0278-0240</identifier><identifier>EISSN: 1875-8630</identifier><identifier>DOI: 10.1155/2018/7485942</identifier><identifier>PMID: 29606987</identifier><language>eng</language><publisher>Cairo, Egypt: Hindawi Publishing Corporation</publisher><subject>Adolescent ; Adult ; Antiretroviral drugs ; Blood ; CD4 antigen ; CD4 Lymphocyte Count ; Cell number ; Communities ; Cross-Sectional Studies ; Disease Progression ; Ethylenediaminetetraacetic acid ; Female ; Ghana ; Hematuria ; HIV ; HIV Infections - immunology ; HIV Infections - urine ; HIV patients ; Human immunodeficiency virus ; Humans ; Lymphocyte Count ; Lymphocytes ; Male ; Markers ; Medical examination ; Medical research ; Medicine, Experimental ; Middle Aged ; Patients ; Poverty ; Proteinuria ; Proteinuria - urine ; Sensitivity ; Sensitivity and Specificity ; Substitutes ; Urine ; Young Adult</subject><ispartof>Disease markers, 2018-01, Vol.2018 (2018), p.1-7</ispartof><rights>Copyright © 2018 Enoch Odame Anto et al.</rights><rights>COPYRIGHT 2018 John Wiley &amp; Sons, Inc.</rights><rights>Copyright © 2018 Enoch Odame Anto et al.; This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</rights><rights>Copyright © 2018 Enoch Odame Anto et al. 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c456t-361766d92f3a0a35c7549b893da2d8df02935fe0d8de8a89dbb5737310df079f3</cites><orcidid>0000-0001-9023-6612 ; 0000-0002-5338-3258 ; 0000-0002-1040-088X ; 0000-0002-6128-1358</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27923,27924</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29606987$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Murdaca, Giuseppe</contributor><contributor>Giuseppe Murdaca</contributor><creatorcontrib>Osaah, Esther</creatorcontrib><creatorcontrib>Jommo, Juliana</creatorcontrib><creatorcontrib>Donkor, Sampson</creatorcontrib><creatorcontrib>Oppong Afranie, Bright</creatorcontrib><creatorcontrib>Amankwaa, Bright</creatorcontrib><creatorcontrib>Acheampong, Emmanuel</creatorcontrib><creatorcontrib>Obirikorang, Christian</creatorcontrib><creatorcontrib>Odame Anto, Enoch</creatorcontrib><creatorcontrib>Hope, Isaac</creatorcontrib><title>Evaluation of Individual and Combined Markers of Urine Dipstick Parameters and Total Lymphocyte Count as a Substitute for CD4 Count in Low-Resource Communities in Ghana</title><title>Disease markers</title><addtitle>Dis Markers</addtitle><description>We evaluated the individual and combined levels of urine dipstick and total lymphocyte count (TLC) as surrogate markers for CD4 count in a low-resource community in Ghana. This cross-sectional study recruited 200 HIV-infected patients from the Saint Francis Xavier Hospital, Assin Fosu, Ghana. Complete blood count, CD4 count, and urine dipstick analysis were measured for participants. The threshold values were determined as &lt;350 cells/μl for CD4, &lt;1200 cells/μl for TLC, and ≥+ on urine dipstick analysis. The mean age of participants was 43.09 years. Proteinuria ≥ + [aOR = 4.30 (3.0–18.5)], leukocyturia ≥ + [aOR = 2.91 (1.33–12.5)], hematuria ≥ + [aOR = 2.30 (1.08–9.64)], and TLC &lt; 1200 cells/μl [aOR = 3.26 (3.94–15.29)] were significantly associated with increased risk of CD4 count &lt; 350 cells/μl. Using the individual markers, the best substitute marker for predicting CD4 count &lt; 350 cells/μl was proteinuria at a cutoff point ≥ 2++, AUC of 0.973, sensitivity of 97.6%, specificity of 100.0%, PPV of 100.0%, and NPV of 89.1%. A combination of ≤ 1200 TLC + ≥ 2++ (leukocyturia + proteinuria + hematuria) yielded an AUC of 0.980, sensitivity (72.8%), specificity (100.0%), PPV (100.0%), and NPV (97.9%). Proteinuria could serve as a noninvasive screening tool, but the combination of proteinuria, leukocyturia, hematuria, and TLC serves as a better substitute marker for CD4 count in monitoring the disease progression among HIV patients in low-resource communities.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Antiretroviral drugs</subject><subject>Blood</subject><subject>CD4 antigen</subject><subject>CD4 Lymphocyte Count</subject><subject>Cell number</subject><subject>Communities</subject><subject>Cross-Sectional Studies</subject><subject>Disease Progression</subject><subject>Ethylenediaminetetraacetic acid</subject><subject>Female</subject><subject>Ghana</subject><subject>Hematuria</subject><subject>HIV</subject><subject>HIV Infections - immunology</subject><subject>HIV Infections - urine</subject><subject>HIV patients</subject><subject>Human immunodeficiency virus</subject><subject>Humans</subject><subject>Lymphocyte Count</subject><subject>Lymphocytes</subject><subject>Male</subject><subject>Markers</subject><subject>Medical examination</subject><subject>Medical research</subject><subject>Medicine, Experimental</subject><subject>Middle Aged</subject><subject>Patients</subject><subject>Poverty</subject><subject>Proteinuria</subject><subject>Proteinuria - urine</subject><subject>Sensitivity</subject><subject>Sensitivity and Specificity</subject><subject>Substitutes</subject><subject>Urine</subject><subject>Young Adult</subject><issn>0278-0240</issn><issn>1875-8630</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNqNkktvEzEUhUcIRENhxxpZYoMEQ_0YvzaVqrSUSkEgaNeWM_Y0bmfsYHtS5R_xM_EoITxWrGz5fOfce61bVS8RfI8QpScYInHCG0Flgx9VMyQ4rQUj8HE1g5iLGuIGHlXPUrqDEGHZyKfVEZYMMin4rPpxsdH9qLMLHoQOXHnjNs6MugfaGzAPw9J5a8AnHe9tTBNyE8sLOHfrlF17D77oqAebJ3FyXIdcvIvtsF6FdpttiRh9Brqo4Nu4LJ48ltcuRDA_b_aq82ARHuqvNoUxtpNnGEbvsrNp0i5X2uvn1ZNO98m-2J_H1c2Hi-v5x3rx-fJqfrao24ayXBOGOGNG4o5oqAltOW3kUkhiNDbCdBBLQjsLy90KLaRZLiknnCBYNC47clyd7nLX43KwprU-R92rdXSDjlsVtFN_K96t1G3YKCqwgBSVgDf7gBi-jzZlNbjU2r7X3oYxKQwxFJJjRgv6-h_0rnyAL-MVCkHBkSjNHahb3VvlfBdK3XYKVWdUcEapRFPZdzuqjSGlaLtDywiqaVGmSKH2i1LwV3-OeYB_bUYB3u6AlfNGP7j_jLOFsZ3-TSNKWMPIT8h_0GY</recordid><startdate>20180101</startdate><enddate>20180101</enddate><creator>Osaah, Esther</creator><creator>Jommo, Juliana</creator><creator>Donkor, Sampson</creator><creator>Oppong Afranie, Bright</creator><creator>Amankwaa, Bright</creator><creator>Acheampong, Emmanuel</creator><creator>Obirikorang, Christian</creator><creator>Odame Anto, Enoch</creator><creator>Hope, Isaac</creator><general>Hindawi Publishing Corporation</general><general>Hindawi</general><general>John Wiley &amp; 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/0000-0001-9023-6612</orcidid><orcidid>https://orcid.org/0000-0002-5338-3258</orcidid><orcidid>https://orcid.org/0000-0002-1040-088X</orcidid><orcidid>https://orcid.org/0000-0002-6128-1358</orcidid></search><sort><creationdate>20180101</creationdate><title>Evaluation of Individual and Combined Markers of Urine Dipstick Parameters and Total Lymphocyte Count as a Substitute for CD4 Count in Low-Resource Communities in Ghana</title><author>Osaah, Esther ; Jommo, Juliana ; Donkor, Sampson ; Oppong Afranie, Bright ; Amankwaa, Bright ; Acheampong, Emmanuel ; Obirikorang, Christian ; Odame Anto, Enoch ; Hope, Isaac</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c456t-361766d92f3a0a35c7549b893da2d8df02935fe0d8de8a89dbb5737310df079f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Antiretroviral drugs</topic><topic>Blood</topic><topic>CD4 antigen</topic><topic>CD4 Lymphocyte Count</topic><topic>Cell number</topic><topic>Communities</topic><topic>Cross-Sectional Studies</topic><topic>Disease Progression</topic><topic>Ethylenediaminetetraacetic acid</topic><topic>Female</topic><topic>Ghana</topic><topic>Hematuria</topic><topic>HIV</topic><topic>HIV Infections - immunology</topic><topic>HIV Infections - urine</topic><topic>HIV patients</topic><topic>Human immunodeficiency virus</topic><topic>Humans</topic><topic>Lymphocyte Count</topic><topic>Lymphocytes</topic><topic>Male</topic><topic>Markers</topic><topic>Medical examination</topic><topic>Medical research</topic><topic>Medicine, Experimental</topic><topic>Middle Aged</topic><topic>Patients</topic><topic>Poverty</topic><topic>Proteinuria</topic><topic>Proteinuria - urine</topic><topic>Sensitivity</topic><topic>Sensitivity and Specificity</topic><topic>Substitutes</topic><topic>Urine</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Osaah, Esther</creatorcontrib><creatorcontrib>Jommo, Juliana</creatorcontrib><creatorcontrib>Donkor, Sampson</creatorcontrib><creatorcontrib>Oppong Afranie, Bright</creatorcontrib><creatorcontrib>Amankwaa, Bright</creatorcontrib><creatorcontrib>Acheampong, Emmanuel</creatorcontrib><creatorcontrib>Obirikorang, Christian</creatorcontrib><creatorcontrib>Odame Anto, Enoch</creatorcontrib><creatorcontrib>Hope, Isaac</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>Osaah, Esther</au><au>Jommo, Juliana</au><au>Donkor, Sampson</au><au>Oppong Afranie, Bright</au><au>Amankwaa, Bright</au><au>Acheampong, Emmanuel</au><au>Obirikorang, Christian</au><au>Odame Anto, Enoch</au><au>Hope, Isaac</au><au>Murdaca, Giuseppe</au><au>Giuseppe Murdaca</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluation of Individual and Combined Markers of Urine Dipstick Parameters and Total Lymphocyte Count as a Substitute for CD4 Count in Low-Resource Communities in Ghana</atitle><jtitle>Disease markers</jtitle><addtitle>Dis Markers</addtitle><date>2018-01-01</date><risdate>2018</risdate><volume>2018</volume><issue>2018</issue><spage>1</spage><epage>7</epage><pages>1-7</pages><issn>0278-0240</issn><eissn>1875-8630</eissn><abstract>We evaluated the individual and combined levels of urine dipstick and total lymphocyte count (TLC) as surrogate markers for CD4 count in a low-resource community in Ghana. This cross-sectional study recruited 200 HIV-infected patients from the Saint Francis Xavier Hospital, Assin Fosu, Ghana. Complete blood count, CD4 count, and urine dipstick analysis were measured for participants. The threshold values were determined as &lt;350 cells/μl for CD4, &lt;1200 cells/μl for TLC, and ≥+ on urine dipstick analysis. The mean age of participants was 43.09 years. Proteinuria ≥ + [aOR = 4.30 (3.0–18.5)], leukocyturia ≥ + [aOR = 2.91 (1.33–12.5)], hematuria ≥ + [aOR = 2.30 (1.08–9.64)], and TLC &lt; 1200 cells/μl [aOR = 3.26 (3.94–15.29)] were significantly associated with increased risk of CD4 count &lt; 350 cells/μl. Using the individual markers, the best substitute marker for predicting CD4 count &lt; 350 cells/μl was proteinuria at a cutoff point ≥ 2++, AUC of 0.973, sensitivity of 97.6%, specificity of 100.0%, PPV of 100.0%, and NPV of 89.1%. A combination of ≤ 1200 TLC + ≥ 2++ (leukocyturia + proteinuria + hematuria) yielded an AUC of 0.980, sensitivity (72.8%), specificity (100.0%), PPV (100.0%), and NPV (97.9%). Proteinuria could serve as a noninvasive screening tool, but the combination of proteinuria, leukocyturia, hematuria, and TLC serves as a better substitute marker for CD4 count in monitoring the disease progression among HIV patients in low-resource communities.</abstract><cop>Cairo, Egypt</cop><pub>Hindawi Publishing Corporation</pub><pmid>29606987</pmid><doi>10.1155/2018/7485942</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0001-9023-6612</orcidid><orcidid>https://orcid.org/0000-0002-5338-3258</orcidid><orcidid>https://orcid.org/0000-0002-1040-088X</orcidid><orcidid>https://orcid.org/0000-0002-6128-1358</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0278-0240
ispartof Disease markers, 2018-01, Vol.2018 (2018), p.1-7
issn 0278-0240
1875-8630
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5828051
source Wiley Open Access
subjects Adolescent
Adult
Antiretroviral drugs
Blood
CD4 antigen
CD4 Lymphocyte Count
Cell number
Communities
Cross-Sectional Studies
Disease Progression
Ethylenediaminetetraacetic acid
Female
Ghana
Hematuria
HIV
HIV Infections - immunology
HIV Infections - urine
HIV patients
Human immunodeficiency virus
Humans
Lymphocyte Count
Lymphocytes
Male
Markers
Medical examination
Medical research
Medicine, Experimental
Middle Aged
Patients
Poverty
Proteinuria
Proteinuria - urine
Sensitivity
Sensitivity and Specificity
Substitutes
Urine
Young Adult
title Evaluation of Individual and Combined Markers of Urine Dipstick Parameters and Total Lymphocyte Count as a Substitute for CD4 Count in Low-Resource Communities in Ghana
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-08T15%3A41%3A58IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Evaluation%20of%20Individual%20and%20Combined%20Markers%20of%20Urine%20Dipstick%20Parameters%20and%20Total%20Lymphocyte%20Count%20as%20a%20Substitute%20for%20CD4%20Count%20in%20Low-Resource%20Communities%20in%20Ghana&rft.jtitle=Disease%20markers&rft.au=Osaah,%20Esther&rft.date=2018-01-01&rft.volume=2018&rft.issue=2018&rft.spage=1&rft.epage=7&rft.pages=1-7&rft.issn=0278-0240&rft.eissn=1875-8630&rft_id=info:doi/10.1155/2018/7485942&rft_dat=%3Cgale_pubme%3EA587655911%3C/gale_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c456t-361766d92f3a0a35c7549b893da2d8df02935fe0d8de8a89dbb5737310df079f3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2010871857&rft_id=info:pmid/29606987&rft_galeid=A587655911&rfr_iscdi=true