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A Novel Optical Assay System for Bilirubin Concentration Measurement in Whole Blood
As a biomarker for liver disease, bilirubin has been utilized in prognostic scoring systems for cirrhosis. While laboratory-based methods are used to determine bilirubin levels in clinical settings, they do not readily lend themselves to applications outside of hospitals. Consequently, bilirubin mon...
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Published in: | IEEE transactions on biomedical engineering 2022-02, Vol.69 (2), p.983-990 |
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description | As a biomarker for liver disease, bilirubin has been utilized in prognostic scoring systems for cirrhosis. While laboratory-based methods are used to determine bilirubin levels in clinical settings, they do not readily lend themselves to applications outside of hospitals. Consequently, bilirubin monitoring for cirrhotic patients is often performed only intermittently; thus, episodes requiring clinical interventions could be missed. This work investigates the feasibility of measuring bilirubin concentration in whole porcine blood samples using dual-wavelength transmission measurement. A compact and low-cost dual-wavelength transmission measurement setup is developed and optimized to measure whole blood bilirubin concentrations. Using small volumes of whole porcine blood (72 µL), we measured the bilirubin concentration within a range corresponding to healthy individuals and cirrhotic patients (1.2-30 mg/dL). We demonstrate that bilirubin levels can be estimated with a positive correlation (R-square > 0.95) and an accuracy of ±1.7 mg/dL, with higher reliability in cirrhotic bilirubin concentrations (> 4 mg/dL) - critical for high-risk patients. The optical and electronic components utilized are economical and can be readily integrated into a miniature, low-cost, and user-friendly system. This could provide a pathway for point-of-care monitoring of blood bilirubin outside of medical facilities (e.g., patient's home). |
doi_str_mv | 10.1109/TBME.2021.3111150 |
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While laboratory-based methods are used to determine bilirubin levels in clinical settings, they do not readily lend themselves to applications outside of hospitals. Consequently, bilirubin monitoring for cirrhotic patients is often performed only intermittently; thus, episodes requiring clinical interventions could be missed. This work investigates the feasibility of measuring bilirubin concentration in whole porcine blood samples using dual-wavelength transmission measurement. A compact and low-cost dual-wavelength transmission measurement setup is developed and optimized to measure whole blood bilirubin concentrations. Using small volumes of whole porcine blood (72 µL), we measured the bilirubin concentration within a range corresponding to healthy individuals and cirrhotic patients (1.2-30 mg/dL). We demonstrate that bilirubin levels can be estimated with a positive correlation (R-square > 0.95) and an accuracy of ±1.7 mg/dL, with higher reliability in cirrhotic bilirubin concentrations (> 4 mg/dL) - critical for high-risk patients. The optical and electronic components utilized are economical and can be readily integrated into a miniature, low-cost, and user-friendly system. This could provide a pathway for point-of-care monitoring of blood bilirubin outside of medical facilities (e.g., patient's home).</description><identifier>ISSN: 0018-9294</identifier><identifier>EISSN: 1558-2531</identifier><identifier>DOI: 10.1109/TBME.2021.3111150</identifier><identifier>PMID: 34516369</identifier><identifier>CODEN: IEBEAX</identifier><language>eng</language><publisher>United States: IEEE</publisher><subject>Animals ; Australia ; Bilirubin ; Biomarkers ; Biomedical measurement ; Biomedical optical imaging ; biosensors ; Blood ; Blood levels ; Cirrhosis ; dual-wavelength spectrophotometry ; Electronic components ; Humans ; Liver cirrhosis ; liver damage ; Liver diseases ; Low cost ; Monitoring ; Optical variables measurement ; Patients ; point-of-care diagnostics ; Reproducibility of Results ; Risk groups ; Solvents ; Swine ; Telemedicine ; Wavelength ; Wavelength measurement</subject><ispartof>IEEE transactions on biomedical engineering, 2022-02, Vol.69 (2), p.983-990</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c349t-cb365cc8c95ad001c3037aa7edbf10da14c8525ca47aae39e214994edd6aaff33</citedby><cites>FETCH-LOGICAL-c349t-cb365cc8c95ad001c3037aa7edbf10da14c8525ca47aae39e214994edd6aaff33</cites><orcidid>0000-0002-0253-7579 ; 0000-0001-7657-0542</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9536387$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,54530,54771,54907</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9536387$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34516369$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ndabakuranye, Jean Pierre</creatorcontrib><creatorcontrib>Rajapaksa, Anushi E.</creatorcontrib><creatorcontrib>Burchall, Genia</creatorcontrib><creatorcontrib>Li, Shiqiang</creatorcontrib><creatorcontrib>Prawer, Steven</creatorcontrib><creatorcontrib>Ahnood, Arman</creatorcontrib><title>A Novel Optical Assay System for Bilirubin Concentration Measurement in Whole Blood</title><title>IEEE transactions on biomedical engineering</title><addtitle>TBME</addtitle><addtitle>IEEE Trans Biomed Eng</addtitle><description>As a biomarker for liver disease, bilirubin has been utilized in prognostic scoring systems for cirrhosis. While laboratory-based methods are used to determine bilirubin levels in clinical settings, they do not readily lend themselves to applications outside of hospitals. Consequently, bilirubin monitoring for cirrhotic patients is often performed only intermittently; thus, episodes requiring clinical interventions could be missed. This work investigates the feasibility of measuring bilirubin concentration in whole porcine blood samples using dual-wavelength transmission measurement. A compact and low-cost dual-wavelength transmission measurement setup is developed and optimized to measure whole blood bilirubin concentrations. Using small volumes of whole porcine blood (72 µL), we measured the bilirubin concentration within a range corresponding to healthy individuals and cirrhotic patients (1.2-30 mg/dL). We demonstrate that bilirubin levels can be estimated with a positive correlation (R-square > 0.95) and an accuracy of ±1.7 mg/dL, with higher reliability in cirrhotic bilirubin concentrations (> 4 mg/dL) - critical for high-risk patients. The optical and electronic components utilized are economical and can be readily integrated into a miniature, low-cost, and user-friendly system. This could provide a pathway for point-of-care monitoring of blood bilirubin outside of medical facilities (e.g., patient's home).</description><subject>Animals</subject><subject>Australia</subject><subject>Bilirubin</subject><subject>Biomarkers</subject><subject>Biomedical measurement</subject><subject>Biomedical optical imaging</subject><subject>biosensors</subject><subject>Blood</subject><subject>Blood levels</subject><subject>Cirrhosis</subject><subject>dual-wavelength spectrophotometry</subject><subject>Electronic components</subject><subject>Humans</subject><subject>Liver cirrhosis</subject><subject>liver damage</subject><subject>Liver diseases</subject><subject>Low cost</subject><subject>Monitoring</subject><subject>Optical variables measurement</subject><subject>Patients</subject><subject>point-of-care diagnostics</subject><subject>Reproducibility of Results</subject><subject>Risk groups</subject><subject>Solvents</subject><subject>Swine</subject><subject>Telemedicine</subject><subject>Wavelength</subject><subject>Wavelength measurement</subject><issn>0018-9294</issn><issn>1558-2531</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNpdkEtLAzEQgIMoWh8_QAQJePGyNe_dHNviC1o9qHgMaXYWV3Y3NdkV-u9NafXgXIaZ-WYYPoTOKRlTSvTN63RxO2aE0TGnKSTZQyMqZZExyek-GhFCi0wzLY7QcYyfqRSFUIfoiAtJFVd6hF4m-Ml_Q4OfV33tbIMnMdo1flnHHlpc-YCndVOHYVl3eOY7B10fbF_7Di_AxiFAmzo4Dd8_fAN42nhfnqKDyjYRznb5BL3d3b7OHrL58_3jbDLPHBe6z9ySK-lc4bS0ZfrNccJza3MolxUlpaXCFZJJZ0XqAtfAqNBaQFkqa6uK8xN0vb27Cv5rgNibto4OmsZ24IdomMyTCCZyldCrf-inH0KXvjNMMZproShLFN1SLvgYA1RmFerWhrWhxGyMm41xszFudsbTzuXu8rBsofzb-FWcgIstUAPA31hLrniR8x92BoQ0</recordid><startdate>20220201</startdate><enddate>20220201</enddate><creator>Ndabakuranye, Jean Pierre</creator><creator>Rajapaksa, Anushi E.</creator><creator>Burchall, Genia</creator><creator>Li, Shiqiang</creator><creator>Prawer, Steven</creator><creator>Ahnood, Arman</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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We demonstrate that bilirubin levels can be estimated with a positive correlation (R-square > 0.95) and an accuracy of ±1.7 mg/dL, with higher reliability in cirrhotic bilirubin concentrations (> 4 mg/dL) - critical for high-risk patients. The optical and electronic components utilized are economical and can be readily integrated into a miniature, low-cost, and user-friendly system. This could provide a pathway for point-of-care monitoring of blood bilirubin outside of medical facilities (e.g., patient's home).</abstract><cop>United States</cop><pub>IEEE</pub><pmid>34516369</pmid><doi>10.1109/TBME.2021.3111150</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-0253-7579</orcidid><orcidid>https://orcid.org/0000-0001-7657-0542</orcidid></addata></record> |
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subjects | Animals Australia Bilirubin Biomarkers Biomedical measurement Biomedical optical imaging biosensors Blood Blood levels Cirrhosis dual-wavelength spectrophotometry Electronic components Humans Liver cirrhosis liver damage Liver diseases Low cost Monitoring Optical variables measurement Patients point-of-care diagnostics Reproducibility of Results Risk groups Solvents Swine Telemedicine Wavelength Wavelength measurement |
title | A Novel Optical Assay System for Bilirubin Concentration Measurement in Whole Blood |
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