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In Vivo Transcutaneous Monitoring of Hemoglobin Derivatives Using a Red-Green-Blue Camera-Based Spectral Imaging Technique
Cyanosis is a pathological condition that is characterized by a bluish discoloration of the skin or mucous membranes. It may result from a number of medical conditions, including disorders of the respiratory system and central nervous system, cardiovascular diseases, peripheral vascular diseases, de...
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Published in: | International journal of molecular sciences 2021-02, Vol.22 (4), p.1528 |
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description | Cyanosis is a pathological condition that is characterized by a bluish discoloration of the skin or mucous membranes. It may result from a number of medical conditions, including disorders of the respiratory system and central nervous system, cardiovascular diseases, peripheral vascular diseases, deep vein thrombosis, and regional ischemia. Cyanosis can also be elicited from methemoglobin. Therefore, a simple, rapid, and simultaneous monitoring of changes in oxygenated hemoglobin and deoxygenated hemoglobin is useful for protective strategies against organ ischemic injury. We previously developed a red-green-blue camera-based spectral imaging method for the measurements of melanin concentration, oxygenated hemoglobin concentration (
), deoxygenated hemoglobin concentration (
), total hemoglobin concentration (
) and tissue oxygen saturation (
) in skin tissues. We leveraged this approach in this study and extended it to the simultaneous quantifications of methemoglobin concentration (
),
,
, and
. The aim of the study was to confirm the feasibility of the method to monitor
,
,
,
, and
. We performed in vivo experiments using rat dorsal skin during methemoglobinemia induced by the administration of sodium nitrite (NaNO
) and changing the fraction of inspired oxygen (FiO
), including normoxia, hypoxia, and anoxia. Spectral diffuse reflectance images were estimated from an RGB image by the Wiener estimation method. Multiple regression analysis based on Monte Carlo simulations of light transport was used to estimate
,
,
,
, and
.
rapidly increased with a half-maximum time of less than 30 min and reached maximal values nearly 60 min after the administration of NaNO
, whereas
dramatically dropped after the administration of NaNO
, indicating the temporary production of methemoglobin and severe hypoxemia during methemoglobinemia. Time courses of
and
, while changing the FiO
, coincided with well-known physiological responses to hyperoxia, normoxia, and hypoxia. The results indicated the potential of this method to evaluate changes in skin hemodynamics due to loss of tissue viability and vitality. |
doi_str_mv | 10.3390/ijms22041528 |
format | article |
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), deoxygenated hemoglobin concentration (
), total hemoglobin concentration (
) and tissue oxygen saturation (
) in skin tissues. We leveraged this approach in this study and extended it to the simultaneous quantifications of methemoglobin concentration (
),
,
, and
. The aim of the study was to confirm the feasibility of the method to monitor
,
,
,
, and
. We performed in vivo experiments using rat dorsal skin during methemoglobinemia induced by the administration of sodium nitrite (NaNO
) and changing the fraction of inspired oxygen (FiO
), including normoxia, hypoxia, and anoxia. Spectral diffuse reflectance images were estimated from an RGB image by the Wiener estimation method. Multiple regression analysis based on Monte Carlo simulations of light transport was used to estimate
,
,
,
, and
.
rapidly increased with a half-maximum time of less than 30 min and reached maximal values nearly 60 min after the administration of NaNO
, whereas
dramatically dropped after the administration of NaNO
, indicating the temporary production of methemoglobin and severe hypoxemia during methemoglobinemia. Time courses of
and
, while changing the FiO
, coincided with well-known physiological responses to hyperoxia, normoxia, and hypoxia. The results indicated the potential of this method to evaluate changes in skin hemodynamics due to loss of tissue viability and vitality.</description><identifier>ISSN: 1422-0067</identifier><identifier>ISSN: 1661-6596</identifier><identifier>EISSN: 1422-0067</identifier><identifier>DOI: 10.3390/ijms22041528</identifier><identifier>PMID: 33546389</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Airway management ; Algorithms ; Animals ; Anoxia ; Cameras ; Cardiovascular diseases ; Central nervous system ; Cyanosis ; Cyanosis - blood ; Cyanosis - diagnosis ; Data Analysis ; deoxygenated hemoglobin ; Deoxygenation ; Diagnostic Imaging - instrumentation ; Diagnostic Imaging - methods ; Diagnostic Imaging - standards ; Discoloration ; Hemodynamics ; Hemoglobin ; Hemoglobins - analysis ; Hyperoxia ; Hypoxemia ; Hypoxia ; Imaging techniques ; In vivo methods and tests ; Ischemia ; Male ; Medical imaging ; Melanin ; Methemoglobin ; Methemoglobin - analysis ; Methemoglobinemia ; Monitoring ; Monte Carlo Method ; Monte Carlo simulation ; Multiple regression analysis ; Oxygen ; Oxygen content ; oxygenated hemoglobin ; Oxygenation ; Oxyhemoglobins - analysis ; Physiological responses ; Rats ; Regression Analysis ; Respiratory system ; Skin ; Spectra ; spectral imaging ; Spectrum analysis ; Spectrum Analysis - methods ; Thrombosis ; tissue oxygen saturation ; Vascular diseases ; wiener estimation method</subject><ispartof>International journal of molecular sciences, 2021-02, Vol.22 (4), p.1528</ispartof><rights>2021. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2021 by the authors. 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c588t-93b01db6ce109d6b9ac6695aeb6be8f79faa3dc48d403d905d827b432841bfe53</citedby><cites>FETCH-LOGICAL-c588t-93b01db6ce109d6b9ac6695aeb6be8f79faa3dc48d403d905d827b432841bfe53</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2487254905/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2487254905?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,74998</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33546389$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Khatun, Fahima</creatorcontrib><creatorcontrib>Aizu, Yoshihisa</creatorcontrib><creatorcontrib>Nishidate, Izumi</creatorcontrib><title>In Vivo Transcutaneous Monitoring of Hemoglobin Derivatives Using a Red-Green-Blue Camera-Based Spectral Imaging Technique</title><title>International journal of molecular sciences</title><addtitle>Int J Mol Sci</addtitle><description>Cyanosis is a pathological condition that is characterized by a bluish discoloration of the skin or mucous membranes. It may result from a number of medical conditions, including disorders of the respiratory system and central nervous system, cardiovascular diseases, peripheral vascular diseases, deep vein thrombosis, and regional ischemia. Cyanosis can also be elicited from methemoglobin. Therefore, a simple, rapid, and simultaneous monitoring of changes in oxygenated hemoglobin and deoxygenated hemoglobin is useful for protective strategies against organ ischemic injury. We previously developed a red-green-blue camera-based spectral imaging method for the measurements of melanin concentration, oxygenated hemoglobin concentration (
), deoxygenated hemoglobin concentration (
), total hemoglobin concentration (
) and tissue oxygen saturation (
) in skin tissues. We leveraged this approach in this study and extended it to the simultaneous quantifications of methemoglobin concentration (
),
,
, and
. The aim of the study was to confirm the feasibility of the method to monitor
,
,
,
, and
. We performed in vivo experiments using rat dorsal skin during methemoglobinemia induced by the administration of sodium nitrite (NaNO
) and changing the fraction of inspired oxygen (FiO
), including normoxia, hypoxia, and anoxia. Spectral diffuse reflectance images were estimated from an RGB image by the Wiener estimation method. Multiple regression analysis based on Monte Carlo simulations of light transport was used to estimate
,
,
,
, and
.
rapidly increased with a half-maximum time of less than 30 min and reached maximal values nearly 60 min after the administration of NaNO
, whereas
dramatically dropped after the administration of NaNO
, indicating the temporary production of methemoglobin and severe hypoxemia during methemoglobinemia. Time courses of
and
, while changing the FiO
, coincided with well-known physiological responses to hyperoxia, normoxia, and hypoxia. The results indicated the potential of this method to evaluate changes in skin hemodynamics due to loss of tissue viability and vitality.</description><subject>Airway management</subject><subject>Algorithms</subject><subject>Animals</subject><subject>Anoxia</subject><subject>Cameras</subject><subject>Cardiovascular diseases</subject><subject>Central nervous system</subject><subject>Cyanosis</subject><subject>Cyanosis - blood</subject><subject>Cyanosis - diagnosis</subject><subject>Data Analysis</subject><subject>deoxygenated hemoglobin</subject><subject>Deoxygenation</subject><subject>Diagnostic Imaging - instrumentation</subject><subject>Diagnostic Imaging - methods</subject><subject>Diagnostic Imaging - standards</subject><subject>Discoloration</subject><subject>Hemodynamics</subject><subject>Hemoglobin</subject><subject>Hemoglobins - analysis</subject><subject>Hyperoxia</subject><subject>Hypoxemia</subject><subject>Hypoxia</subject><subject>Imaging techniques</subject><subject>In vivo methods and tests</subject><subject>Ischemia</subject><subject>Male</subject><subject>Medical imaging</subject><subject>Melanin</subject><subject>Methemoglobin</subject><subject>Methemoglobin - analysis</subject><subject>Methemoglobinemia</subject><subject>Monitoring</subject><subject>Monte Carlo Method</subject><subject>Monte Carlo simulation</subject><subject>Multiple regression analysis</subject><subject>Oxygen</subject><subject>Oxygen content</subject><subject>oxygenated hemoglobin</subject><subject>Oxygenation</subject><subject>Oxyhemoglobins - analysis</subject><subject>Physiological responses</subject><subject>Rats</subject><subject>Regression Analysis</subject><subject>Respiratory system</subject><subject>Skin</subject><subject>Spectra</subject><subject>spectral imaging</subject><subject>Spectrum analysis</subject><subject>Spectrum Analysis - methods</subject><subject>Thrombosis</subject><subject>tissue oxygen saturation</subject><subject>Vascular diseases</subject><subject>wiener estimation method</subject><issn>1422-0067</issn><issn>1661-6596</issn><issn>1422-0067</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkktv1DAUhSMEoqWwY40ssWFBwK8k9gaJDtCOVIQEU7aWHzepR4k92MlI8OtJOqWasrLl--n4nqNTFC8JfseYxO_9dsiUYk4qKh4Vp4RTWmJcN4-P7ifFs5y3GFNGK_m0OGGs4jUT8rT4sw7op99HtEk6ZDuNOkCcMvoagx9j8qFDsUWXMMSuj8YH9AmS3-vR7yGj67zMNfoOrrxIAKE87ydAKz1A0uW5zuDQjx3YMekerQfdLfgG7E3wvyZ4XjxpdZ_hxd15Vlx_-bxZXZZX3y7Wq49Xpa2EGEvJDCbO1BYIlq42Utu6lpUGUxsQbSNbrZmzXDiOmZO4coI2hjMqODEtVOysWB90XdRbtUt-0Om3itqr24eYOqXT6G0PChuqiSQGJG65pq0UuCaE88o4Z-fPZ60PB63dZAZwFsLi7YHow0nwN6qLe9VIwiq8CLy5E0hxziCPavDZQt8fcleUi4ZUjaiXvV__h27jlMIc1S1FKz6bnam3B8qmmHOC9n4ZgtVSEHVckBl_dWzgHv7XCPYXB-S4Rw</recordid><startdate>20210203</startdate><enddate>20210203</enddate><creator>Khatun, Fahima</creator><creator>Aizu, Yoshihisa</creator><creator>Nishidate, Izumi</creator><general>MDPI AG</general><general>MDPI</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>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20210203</creationdate><title>In Vivo Transcutaneous Monitoring of Hemoglobin Derivatives Using a Red-Green-Blue Camera-Based Spectral Imaging Technique</title><author>Khatun, Fahima ; Aizu, Yoshihisa ; Nishidate, Izumi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c588t-93b01db6ce109d6b9ac6695aeb6be8f79faa3dc48d403d905d827b432841bfe53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Airway management</topic><topic>Algorithms</topic><topic>Animals</topic><topic>Anoxia</topic><topic>Cameras</topic><topic>Cardiovascular diseases</topic><topic>Central nervous system</topic><topic>Cyanosis</topic><topic>Cyanosis - blood</topic><topic>Cyanosis - diagnosis</topic><topic>Data Analysis</topic><topic>deoxygenated hemoglobin</topic><topic>Deoxygenation</topic><topic>Diagnostic Imaging - instrumentation</topic><topic>Diagnostic Imaging - methods</topic><topic>Diagnostic Imaging - standards</topic><topic>Discoloration</topic><topic>Hemodynamics</topic><topic>Hemoglobin</topic><topic>Hemoglobins - analysis</topic><topic>Hyperoxia</topic><topic>Hypoxemia</topic><topic>Hypoxia</topic><topic>Imaging techniques</topic><topic>In vivo methods and tests</topic><topic>Ischemia</topic><topic>Male</topic><topic>Medical imaging</topic><topic>Melanin</topic><topic>Methemoglobin</topic><topic>Methemoglobin - analysis</topic><topic>Methemoglobinemia</topic><topic>Monitoring</topic><topic>Monte Carlo Method</topic><topic>Monte Carlo simulation</topic><topic>Multiple regression analysis</topic><topic>Oxygen</topic><topic>Oxygen content</topic><topic>oxygenated hemoglobin</topic><topic>Oxygenation</topic><topic>Oxyhemoglobins - analysis</topic><topic>Physiological responses</topic><topic>Rats</topic><topic>Regression Analysis</topic><topic>Respiratory system</topic><topic>Skin</topic><topic>Spectra</topic><topic>spectral imaging</topic><topic>Spectrum analysis</topic><topic>Spectrum Analysis - methods</topic><topic>Thrombosis</topic><topic>tissue oxygen saturation</topic><topic>Vascular diseases</topic><topic>wiener estimation method</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Khatun, Fahima</creatorcontrib><creatorcontrib>Aizu, Yoshihisa</creatorcontrib><creatorcontrib>Nishidate, Izumi</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest - Health & Medical Complete保健、医学与药学数据库</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>ProQuest research library</collection><collection>Research Library (Corporate)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>International journal of molecular sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Khatun, Fahima</au><au>Aizu, Yoshihisa</au><au>Nishidate, Izumi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>In Vivo Transcutaneous Monitoring of Hemoglobin Derivatives Using a Red-Green-Blue Camera-Based Spectral Imaging Technique</atitle><jtitle>International journal of molecular sciences</jtitle><addtitle>Int J Mol Sci</addtitle><date>2021-02-03</date><risdate>2021</risdate><volume>22</volume><issue>4</issue><spage>1528</spage><pages>1528-</pages><issn>1422-0067</issn><issn>1661-6596</issn><eissn>1422-0067</eissn><abstract>Cyanosis is a pathological condition that is characterized by a bluish discoloration of the skin or mucous membranes. It may result from a number of medical conditions, including disorders of the respiratory system and central nervous system, cardiovascular diseases, peripheral vascular diseases, deep vein thrombosis, and regional ischemia. Cyanosis can also be elicited from methemoglobin. Therefore, a simple, rapid, and simultaneous monitoring of changes in oxygenated hemoglobin and deoxygenated hemoglobin is useful for protective strategies against organ ischemic injury. We previously developed a red-green-blue camera-based spectral imaging method for the measurements of melanin concentration, oxygenated hemoglobin concentration (
), deoxygenated hemoglobin concentration (
), total hemoglobin concentration (
) and tissue oxygen saturation (
) in skin tissues. We leveraged this approach in this study and extended it to the simultaneous quantifications of methemoglobin concentration (
),
,
, and
. The aim of the study was to confirm the feasibility of the method to monitor
,
,
,
, and
. We performed in vivo experiments using rat dorsal skin during methemoglobinemia induced by the administration of sodium nitrite (NaNO
) and changing the fraction of inspired oxygen (FiO
), including normoxia, hypoxia, and anoxia. Spectral diffuse reflectance images were estimated from an RGB image by the Wiener estimation method. Multiple regression analysis based on Monte Carlo simulations of light transport was used to estimate
,
,
,
, and
.
rapidly increased with a half-maximum time of less than 30 min and reached maximal values nearly 60 min after the administration of NaNO
, whereas
dramatically dropped after the administration of NaNO
, indicating the temporary production of methemoglobin and severe hypoxemia during methemoglobinemia. Time courses of
and
, while changing the FiO
, coincided with well-known physiological responses to hyperoxia, normoxia, and hypoxia. The results indicated the potential of this method to evaluate changes in skin hemodynamics due to loss of tissue viability and vitality.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>33546389</pmid><doi>10.3390/ijms22041528</doi><oa>free_for_read</oa></addata></record> |
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subjects | Airway management Algorithms Animals Anoxia Cameras Cardiovascular diseases Central nervous system Cyanosis Cyanosis - blood Cyanosis - diagnosis Data Analysis deoxygenated hemoglobin Deoxygenation Diagnostic Imaging - instrumentation Diagnostic Imaging - methods Diagnostic Imaging - standards Discoloration Hemodynamics Hemoglobin Hemoglobins - analysis Hyperoxia Hypoxemia Hypoxia Imaging techniques In vivo methods and tests Ischemia Male Medical imaging Melanin Methemoglobin Methemoglobin - analysis Methemoglobinemia Monitoring Monte Carlo Method Monte Carlo simulation Multiple regression analysis Oxygen Oxygen content oxygenated hemoglobin Oxygenation Oxyhemoglobins - analysis Physiological responses Rats Regression Analysis Respiratory system Skin Spectra spectral imaging Spectrum analysis Spectrum Analysis - methods Thrombosis tissue oxygen saturation Vascular diseases wiener estimation method |
title | In Vivo Transcutaneous Monitoring of Hemoglobin Derivatives Using a Red-Green-Blue Camera-Based Spectral Imaging Technique |
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