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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...
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Published in: | Disease markers 2018-01, Vol.2018 (2018), p.1-7 |
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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 |
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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 <350 cells/μl for CD4, <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 < 1200 cells/μl [aOR = 3.26 (3.94–15.29)] were significantly associated with increased risk of CD4 count < 350 cells/μl. Using the individual markers, the best substitute marker for predicting CD4 count < 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 & 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 <350 cells/μl for CD4, <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 < 1200 cells/μl [aOR = 3.26 (3.94–15.29)] were significantly associated with increased risk of CD4 count < 350 cells/μl. Using the individual markers, the best substitute marker for predicting CD4 count < 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 & 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 ; 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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 <350 cells/μl for CD4, <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 < 1200 cells/μl [aOR = 3.26 (3.94–15.29)] were significantly associated with increased risk of CD4 count < 350 cells/μl. Using the individual markers, the best substitute marker for predicting CD4 count < 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> |
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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 |
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