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Quantification of the Mean and Distribution of Hemoglobin Content in Normal Human Blood Using Cell Tracking Velocimetry
The current clinical method for detecting anemia focuses on measuring the concentration of hemoglobin (Hb) in blood. However, recent developments in particle tracking algorithms and the understanding of the relationship between Hb and magnetism has enabled the quantitative measurement of the Hb cont...
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Published in: | Analytical chemistry (Washington) 2020-01, Vol.92 (2), p.1956-1962 |
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container_end_page | 1962 |
container_issue | 2 |
container_start_page | 1956 |
container_title | Analytical chemistry (Washington) |
container_volume | 92 |
creator | Kim, James Gómez-Pastora, Jenifer Gilbert, Christopher J Weigand, Mitchell Walters, Nicole A Reátegui, Eduardo Palmer, Andre F Yazer, Mark Zborowski, Maciej Chalmers, Jeffrey J |
description | The current clinical method for detecting anemia focuses on measuring the concentration of hemoglobin (Hb) in blood. However, recent developments in particle tracking algorithms and the understanding of the relationship between Hb and magnetism has enabled the quantitative measurement of the Hb content in a single red blood cell, RBC, based on magnetophoretic mobility. To further explore this relationship, 22 human blood samples obtained from 17 healthy volunteers were analyzed by the cell tracking velocimetry system, and the calculated Hb concentration from these measurements was compared to the values measured by UV–visible spectrophotometry, the standard method for measuring Hb in clinical laboratories. The results show close correlations between the mean of the spectrophotometric and magnetophoretic methods; however, single cell analysis with the magnetophoretic mobility method allows further elucidation of the distribution of Hb concentration within RBCs from a donor sample to be determined. Histograms of these magnetophoretic mobility distributions indicate that the fraction of RBCs that are below the bulk Hb concentration that defines anemia varies not only from donor to donor but also in the same donor over time. Consistent with a variable fraction below the anemic Hb concentration, the distribution around the mean has a large range. Previous studies have indicated that RBCs lose Hb during ex vivo storage; however, it is not known if this variability in the distribution of Hb content is a function of the age of the RBCs in a donor, suggesting a variable rate in RBC production between donors, or variability in available iron at the time of RBC formation. We suggest our cell tracking velocimetry system can reveal more information regarding this matter. |
doi_str_mv | 10.1021/acs.analchem.9b04302 |
format | article |
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However, recent developments in particle tracking algorithms and the understanding of the relationship between Hb and magnetism has enabled the quantitative measurement of the Hb content in a single red blood cell, RBC, based on magnetophoretic mobility. To further explore this relationship, 22 human blood samples obtained from 17 healthy volunteers were analyzed by the cell tracking velocimetry system, and the calculated Hb concentration from these measurements was compared to the values measured by UV–visible spectrophotometry, the standard method for measuring Hb in clinical laboratories. The results show close correlations between the mean of the spectrophotometric and magnetophoretic methods; however, single cell analysis with the magnetophoretic mobility method allows further elucidation of the distribution of Hb concentration within RBCs from a donor sample to be determined. Histograms of these magnetophoretic mobility distributions indicate that the fraction of RBCs that are below the bulk Hb concentration that defines anemia varies not only from donor to donor but also in the same donor over time. Consistent with a variable fraction below the anemic Hb concentration, the distribution around the mean has a large range. Previous studies have indicated that RBCs lose Hb during ex vivo storage; however, it is not known if this variability in the distribution of Hb content is a function of the age of the RBCs in a donor, suggesting a variable rate in RBC production between donors, or variability in available iron at the time of RBC formation. We suggest our cell tracking velocimetry system can reveal more information regarding this matter.</description><identifier>ISSN: 0003-2700</identifier><identifier>EISSN: 1520-6882</identifier><identifier>DOI: 10.1021/acs.analchem.9b04302</identifier><identifier>PMID: 31874030</identifier><language>eng</language><publisher>United States: American Chemical Society</publisher><subject>Adult ; Algorithms ; Anemia ; Anemia - diagnosis ; Blood ; Cell Tracking - methods ; Chemistry ; Erythrocytes ; Erythrocytes - chemistry ; Female ; Hemoglobin ; Hemoglobins - analysis ; Histograms ; Humans ; Information systems ; Iron ; Magnetism ; Male ; Middle Aged ; Mobility ; Particle tracking ; Rheology - methods ; Spectrophotometry ; Variability ; Velocimetry ; Young Adult</subject><ispartof>Analytical chemistry (Washington), 2020-01, Vol.92 (2), p.1956-1962</ispartof><rights>Copyright American Chemical Society Jan 21, 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a442t-574213160247d2388b7e8f0ccaa3f228781812366805b51b265969f7cd2c93443</citedby><cites>FETCH-LOGICAL-a442t-574213160247d2388b7e8f0ccaa3f228781812366805b51b265969f7cd2c93443</cites><orcidid>0000-0002-5157-4130 ; 0000-0003-1723-9774 ; 0000-0002-6990-509X</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/31874030$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kim, James</creatorcontrib><creatorcontrib>Gómez-Pastora, Jenifer</creatorcontrib><creatorcontrib>Gilbert, Christopher J</creatorcontrib><creatorcontrib>Weigand, Mitchell</creatorcontrib><creatorcontrib>Walters, Nicole A</creatorcontrib><creatorcontrib>Reátegui, Eduardo</creatorcontrib><creatorcontrib>Palmer, Andre F</creatorcontrib><creatorcontrib>Yazer, Mark</creatorcontrib><creatorcontrib>Zborowski, Maciej</creatorcontrib><creatorcontrib>Chalmers, Jeffrey J</creatorcontrib><title>Quantification of the Mean and Distribution of Hemoglobin Content in Normal Human Blood Using Cell Tracking Velocimetry</title><title>Analytical chemistry (Washington)</title><addtitle>Anal. Chem</addtitle><description>The current clinical method for detecting anemia focuses on measuring the concentration of hemoglobin (Hb) in blood. However, recent developments in particle tracking algorithms and the understanding of the relationship between Hb and magnetism has enabled the quantitative measurement of the Hb content in a single red blood cell, RBC, based on magnetophoretic mobility. To further explore this relationship, 22 human blood samples obtained from 17 healthy volunteers were analyzed by the cell tracking velocimetry system, and the calculated Hb concentration from these measurements was compared to the values measured by UV–visible spectrophotometry, the standard method for measuring Hb in clinical laboratories. The results show close correlations between the mean of the spectrophotometric and magnetophoretic methods; however, single cell analysis with the magnetophoretic mobility method allows further elucidation of the distribution of Hb concentration within RBCs from a donor sample to be determined. Histograms of these magnetophoretic mobility distributions indicate that the fraction of RBCs that are below the bulk Hb concentration that defines anemia varies not only from donor to donor but also in the same donor over time. Consistent with a variable fraction below the anemic Hb concentration, the distribution around the mean has a large range. Previous studies have indicated that RBCs lose Hb during ex vivo storage; however, it is not known if this variability in the distribution of Hb content is a function of the age of the RBCs in a donor, suggesting a variable rate in RBC production between donors, or variability in available iron at the time of RBC formation. We suggest our cell tracking velocimetry system can reveal more information regarding this matter.</description><subject>Adult</subject><subject>Algorithms</subject><subject>Anemia</subject><subject>Anemia - diagnosis</subject><subject>Blood</subject><subject>Cell Tracking - methods</subject><subject>Chemistry</subject><subject>Erythrocytes</subject><subject>Erythrocytes - chemistry</subject><subject>Female</subject><subject>Hemoglobin</subject><subject>Hemoglobins - analysis</subject><subject>Histograms</subject><subject>Humans</subject><subject>Information systems</subject><subject>Iron</subject><subject>Magnetism</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Mobility</subject><subject>Particle tracking</subject><subject>Rheology - methods</subject><subject>Spectrophotometry</subject><subject>Variability</subject><subject>Velocimetry</subject><subject>Young Adult</subject><issn>0003-2700</issn><issn>1520-6882</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9kctu3CAYhVGVqDNN-wZVhJRNN578XGzjZTK9TKRcFGmmWwtjPENiQwpYUd6-jOayyCIrQHzn_IgPoe8EZgQouZQqzKSVvdroYVY1wBnQT2hKcgpZIQQ9QVMAYBktASboSwhPAIQAKT6jCSOi5MBgil4fR2mj6YyS0TiLXYfjRuM7LS2WtsU_TYjeNOPhcqEHt-5dYyyeOxu1jTht750fZI8X45Bi171zLV4FY9d4rvseL71Uz9vTX907ZQYd_dtXdNrJPuhv-_UMrX7_Ws4X2e3Dn5v51W0mOacxy0tOCSMFUF62lAnRlFp0oJSUrKNUlIIIQllRCMibnDS0yKui6krVUlUxztkZ-rHrffHu36hDrAcTVHqVtNqNoaaMQV4JECyhF-_QJzf69MNbirNC5EKIRPEdpbwLweuufvFmkP6tJlBvxdRJTH0QU-_FpNj5vnxsBt0eQwcTCYAdsI0fB3_Y-R-iiJti</recordid><startdate>20200121</startdate><enddate>20200121</enddate><creator>Kim, James</creator><creator>Gómez-Pastora, Jenifer</creator><creator>Gilbert, Christopher J</creator><creator>Weigand, Mitchell</creator><creator>Walters, Nicole A</creator><creator>Reátegui, Eduardo</creator><creator>Palmer, Andre F</creator><creator>Yazer, Mark</creator><creator>Zborowski, Maciej</creator><creator>Chalmers, Jeffrey J</creator><general>American Chemical Society</general><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>7QF</scope><scope>7QO</scope><scope>7QQ</scope><scope>7SC</scope><scope>7SE</scope><scope>7SP</scope><scope>7SR</scope><scope>7TA</scope><scope>7TB</scope><scope>7TM</scope><scope>7U5</scope><scope>7U7</scope><scope>7U9</scope><scope>8BQ</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>H94</scope><scope>JG9</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>P64</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-5157-4130</orcidid><orcidid>https://orcid.org/0000-0003-1723-9774</orcidid><orcidid>https://orcid.org/0000-0002-6990-509X</orcidid></search><sort><creationdate>20200121</creationdate><title>Quantification of the Mean and Distribution of Hemoglobin Content in Normal Human Blood Using Cell Tracking Velocimetry</title><author>Kim, James ; 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Chem</addtitle><date>2020-01-21</date><risdate>2020</risdate><volume>92</volume><issue>2</issue><spage>1956</spage><epage>1962</epage><pages>1956-1962</pages><issn>0003-2700</issn><eissn>1520-6882</eissn><abstract>The current clinical method for detecting anemia focuses on measuring the concentration of hemoglobin (Hb) in blood. However, recent developments in particle tracking algorithms and the understanding of the relationship between Hb and magnetism has enabled the quantitative measurement of the Hb content in a single red blood cell, RBC, based on magnetophoretic mobility. To further explore this relationship, 22 human blood samples obtained from 17 healthy volunteers were analyzed by the cell tracking velocimetry system, and the calculated Hb concentration from these measurements was compared to the values measured by UV–visible spectrophotometry, the standard method for measuring Hb in clinical laboratories. The results show close correlations between the mean of the spectrophotometric and magnetophoretic methods; however, single cell analysis with the magnetophoretic mobility method allows further elucidation of the distribution of Hb concentration within RBCs from a donor sample to be determined. Histograms of these magnetophoretic mobility distributions indicate that the fraction of RBCs that are below the bulk Hb concentration that defines anemia varies not only from donor to donor but also in the same donor over time. Consistent with a variable fraction below the anemic Hb concentration, the distribution around the mean has a large range. Previous studies have indicated that RBCs lose Hb during ex vivo storage; however, it is not known if this variability in the distribution of Hb content is a function of the age of the RBCs in a donor, suggesting a variable rate in RBC production between donors, or variability in available iron at the time of RBC formation. We suggest our cell tracking velocimetry system can reveal more information regarding this matter.</abstract><cop>United States</cop><pub>American Chemical Society</pub><pmid>31874030</pmid><doi>10.1021/acs.analchem.9b04302</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0002-5157-4130</orcidid><orcidid>https://orcid.org/0000-0003-1723-9774</orcidid><orcidid>https://orcid.org/0000-0002-6990-509X</orcidid></addata></record> |
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subjects | Adult Algorithms Anemia Anemia - diagnosis Blood Cell Tracking - methods Chemistry Erythrocytes Erythrocytes - chemistry Female Hemoglobin Hemoglobins - analysis Histograms Humans Information systems Iron Magnetism Male Middle Aged Mobility Particle tracking Rheology - methods Spectrophotometry Variability Velocimetry Young Adult |
title | Quantification of the Mean and Distribution of Hemoglobin Content in Normal Human Blood Using Cell Tracking Velocimetry |
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