Coregistration of magnetic resonance and single photon emission computed tomography images for noninvasive localization of stem cells grafted in the infarcted rat myocardium
This paper demonstrates the application of mutual information based coregistration of radionuclide and magnetic resonance imaging (MRI) in an effort to use multimodality imaging for noninvasive localization of stem cells grafted in the infarcted myocardium in rats. Radionuclide imaging such as singl...
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Veröffentlicht in: | Molecular imaging and biology 2007-01, Vol.9 (1), p.24-31 |
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description | This paper demonstrates the application of mutual information based coregistration of radionuclide and magnetic resonance imaging (MRI) in an effort to use multimodality imaging for noninvasive localization of stem cells grafted in the infarcted myocardium in rats. Radionuclide imaging such as single photon emission computed tomography (SPECT) or positron emission tomography (PET) inherently has high sensitivity and is suitable for tracking of labeled stem cells, while high-resolution MRI is able to provide detailed anatomical and functional information of myocardium. Thus, coregistration of PET or SPECT images with MRI will map the location and distribution of stem cells on detailed myocardium structures. To validate this coregistration method, SPECT data were simulated by using a Monte Carlo-based projector that modeled the pinhole-imaging physics assuming nonzero diameter and photon penetration at the edge. Translational and rotational errors of the coregistration were examined with respect to various SPECT activities, and they are on average about 0.50 mm and 0.82 degrees , respectively. Only the rotational error is dependent on activity of SPECT data. Stem cells were labeled with (111)Indium oxyquinoline and grafted in the ischemic myocardium of a rat model. Dual-tracer small-animal SPECT images were acquired, which allowed simultaneous detection of (111)In-labeled stem cells and of [(99m)Tc]sestamibi to assess myocardial perfusion deficit. The same animals were subjected to cardiac MRI. A mutual-information-based coregistration method was then applied to the SPECT and MRIs. By coregistration, the (111)In signal from labeled cells was mapped into the akinetic region identified on cine MRIs; the regional perfusion deficit on the SPECT images also coincided with the akinetic region on the MR image. |
doi_str_mv | 10.1007/s11307-006-0062-3 |
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Radionuclide imaging such as single photon emission computed tomography (SPECT) or positron emission tomography (PET) inherently has high sensitivity and is suitable for tracking of labeled stem cells, while high-resolution MRI is able to provide detailed anatomical and functional information of myocardium. Thus, coregistration of PET or SPECT images with MRI will map the location and distribution of stem cells on detailed myocardium structures. To validate this coregistration method, SPECT data were simulated by using a Monte Carlo-based projector that modeled the pinhole-imaging physics assuming nonzero diameter and photon penetration at the edge. Translational and rotational errors of the coregistration were examined with respect to various SPECT activities, and they are on average about 0.50 mm and 0.82 degrees , respectively. Only the rotational error is dependent on activity of SPECT data. Stem cells were labeled with (111)Indium oxyquinoline and grafted in the ischemic myocardium of a rat model. Dual-tracer small-animal SPECT images were acquired, which allowed simultaneous detection of (111)In-labeled stem cells and of [(99m)Tc]sestamibi to assess myocardial perfusion deficit. The same animals were subjected to cardiac MRI. A mutual-information-based coregistration method was then applied to the SPECT and MRIs. By coregistration, the (111)In signal from labeled cells was mapped into the akinetic region identified on cine MRIs; the regional perfusion deficit on the SPECT images also coincided with the akinetic region on the MR image.</description><identifier>ISSN: 1536-1632</identifier><identifier>EISSN: 1860-2002</identifier><identifier>DOI: 10.1007/s11307-006-0062-3</identifier><identifier>PMID: 17053860</identifier><language>eng</language><publisher>United States: Springer Nature B.V</publisher><subject>Animals ; Cell Line ; Computer Simulation - standards ; Indium Radioisotopes ; Magnetic Resonance Spectroscopy - methods ; Male ; Medical imaging ; Medical research ; Myocardial Infarction - diagnostic imaging ; Radiography ; Rats ; Rats, Sprague-Dawley ; Stem Cell Transplantation - methods ; Stem cells ; Stem Cells - diagnostic imaging ; Technetium - chemistry ; Tomography, Emission-Computed, Single-Photon - methods</subject><ispartof>Molecular imaging and biology, 2007-01, Vol.9 (1), p.24-31</ispartof><rights>Academy of Molecular Imaging 2007</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c456t-4cc01f4f2dea35d83655a72a66d20311795add5d03d489fb78261c06831027f3</citedby><cites>FETCH-LOGICAL-c456t-4cc01f4f2dea35d83655a72a66d20311795add5d03d489fb78261c06831027f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/17053860$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Shen, Dinggang</creatorcontrib><creatorcontrib>Liu, Dengfeng</creatorcontrib><creatorcontrib>Cao, Zixiong</creatorcontrib><creatorcontrib>Acton, Paul D</creatorcontrib><creatorcontrib>Zhou, Rong</creatorcontrib><title>Coregistration of magnetic resonance and single photon emission computed tomography images for noninvasive localization of stem cells grafted in the infarcted rat myocardium</title><title>Molecular imaging and biology</title><addtitle>Mol Imaging Biol</addtitle><description>This paper demonstrates the application of mutual information based coregistration of radionuclide and magnetic resonance imaging (MRI) in an effort to use multimodality imaging for noninvasive localization of stem cells grafted in the infarcted myocardium in rats. Radionuclide imaging such as single photon emission computed tomography (SPECT) or positron emission tomography (PET) inherently has high sensitivity and is suitable for tracking of labeled stem cells, while high-resolution MRI is able to provide detailed anatomical and functional information of myocardium. Thus, coregistration of PET or SPECT images with MRI will map the location and distribution of stem cells on detailed myocardium structures. To validate this coregistration method, SPECT data were simulated by using a Monte Carlo-based projector that modeled the pinhole-imaging physics assuming nonzero diameter and photon penetration at the edge. Translational and rotational errors of the coregistration were examined with respect to various SPECT activities, and they are on average about 0.50 mm and 0.82 degrees , respectively. Only the rotational error is dependent on activity of SPECT data. Stem cells were labeled with (111)Indium oxyquinoline and grafted in the ischemic myocardium of a rat model. Dual-tracer small-animal SPECT images were acquired, which allowed simultaneous detection of (111)In-labeled stem cells and of [(99m)Tc]sestamibi to assess myocardial perfusion deficit. The same animals were subjected to cardiac MRI. A mutual-information-based coregistration method was then applied to the SPECT and MRIs. By coregistration, the (111)In signal from labeled cells was mapped into the akinetic region identified on cine MRIs; the regional perfusion deficit on the SPECT images also coincided with the akinetic region on the MR image.</description><subject>Animals</subject><subject>Cell Line</subject><subject>Computer Simulation - standards</subject><subject>Indium Radioisotopes</subject><subject>Magnetic Resonance Spectroscopy - methods</subject><subject>Male</subject><subject>Medical imaging</subject><subject>Medical research</subject><subject>Myocardial Infarction - diagnostic imaging</subject><subject>Radiography</subject><subject>Rats</subject><subject>Rats, Sprague-Dawley</subject><subject>Stem Cell Transplantation - methods</subject><subject>Stem cells</subject><subject>Stem Cells - diagnostic imaging</subject><subject>Technetium - chemistry</subject><subject>Tomography, Emission-Computed, Single-Photon - methods</subject><issn>1536-1632</issn><issn>1860-2002</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2007</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp9Uk2PFCEQ7RiNu67-AC-GeNBTawEN9FxMNhO_kk287J2wfPSw6YYR6EnG_-R_FDKT9ePgoVIEXj1eVb2ue4nhHQYQ7zPGFEQPwFuQnj7qLvHIoScA5HE9M8p7zCm56J7lfA-ABSb0aXeBBTBagZfdz21MdvK5JFV8DCg6tKgp2OI1SjbHoIK2SAWDsg_TbNF-F0vF2cXn3Ap0XPZrsQaVuMQpqf3uiHylsBm5mFCIwYeDyv5g0Ry1mv2Ph49ysQvSdp4zqoWukfiAys7W5FTS7aLKQsuxFibj1-V598SpOdsX53zV3X76eLv90t98-_x1e33T64Hx0g9aA3aDI8YqysxIOWNKEMW5IUAxFhumjGEGqBnGjbsTI-FYAx8pBiIcveo-nGj3691ijbahjmeW-1QbS0cZlZd_vwS_k1M8SMLERoyiErw9E6T4fbW5yDqu1qkKNq5ZCjaMY10drcg3_0VWTeMGRKN8_Q_wPq4p1ClIQQiwutEGwieQTjHnZN2DZgyyWUaeLCOrXVoQ2RS8-rPZ3xVnj9BfAYrBag</recordid><startdate>20070101</startdate><enddate>20070101</enddate><creator>Shen, Dinggang</creator><creator>Liu, Dengfeng</creator><creator>Cao, Zixiong</creator><creator>Acton, Paul D</creator><creator>Zhou, Rong</creator><general>Springer Nature B.V</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>7QO</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB0</scope><scope>L6V</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20070101</creationdate><title>Coregistration of magnetic resonance and single photon emission computed tomography images for noninvasive localization of stem cells grafted in the infarcted rat myocardium</title><author>Shen, Dinggang ; Liu, Dengfeng ; Cao, Zixiong ; Acton, Paul D ; Zhou, Rong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c456t-4cc01f4f2dea35d83655a72a66d20311795add5d03d489fb78261c06831027f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2007</creationdate><topic>Animals</topic><topic>Cell Line</topic><topic>Computer Simulation - standards</topic><topic>Indium Radioisotopes</topic><topic>Magnetic Resonance Spectroscopy - methods</topic><topic>Male</topic><topic>Medical imaging</topic><topic>Medical research</topic><topic>Myocardial Infarction - diagnostic imaging</topic><topic>Radiography</topic><topic>Rats</topic><topic>Rats, Sprague-Dawley</topic><topic>Stem Cell Transplantation - methods</topic><topic>Stem cells</topic><topic>Stem Cells - diagnostic imaging</topic><topic>Technetium - chemistry</topic><topic>Tomography, Emission-Computed, Single-Photon - methods</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shen, Dinggang</creatorcontrib><creatorcontrib>Liu, Dengfeng</creatorcontrib><creatorcontrib>Cao, Zixiong</creatorcontrib><creatorcontrib>Acton, Paul D</creatorcontrib><creatorcontrib>Zhou, Rong</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>Biotechnology Research Abstracts</collection><collection>Nursing & Allied Health Database</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science Database</collection><collection>Engineering Database</collection><collection>Nursing & Allied Health Premium</collection><collection>Biotechnology and BioEngineering Abstracts</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>Engineering Collection</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Molecular imaging and biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shen, Dinggang</au><au>Liu, Dengfeng</au><au>Cao, Zixiong</au><au>Acton, Paul D</au><au>Zhou, Rong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Coregistration of magnetic resonance and single photon emission computed tomography images for noninvasive localization of stem cells grafted in the infarcted rat myocardium</atitle><jtitle>Molecular imaging and biology</jtitle><addtitle>Mol Imaging Biol</addtitle><date>2007-01-01</date><risdate>2007</risdate><volume>9</volume><issue>1</issue><spage>24</spage><epage>31</epage><pages>24-31</pages><issn>1536-1632</issn><eissn>1860-2002</eissn><abstract>This paper demonstrates the application of mutual information based coregistration of radionuclide and magnetic resonance imaging (MRI) in an effort to use multimodality imaging for noninvasive localization of stem cells grafted in the infarcted myocardium in rats. Radionuclide imaging such as single photon emission computed tomography (SPECT) or positron emission tomography (PET) inherently has high sensitivity and is suitable for tracking of labeled stem cells, while high-resolution MRI is able to provide detailed anatomical and functional information of myocardium. Thus, coregistration of PET or SPECT images with MRI will map the location and distribution of stem cells on detailed myocardium structures. To validate this coregistration method, SPECT data were simulated by using a Monte Carlo-based projector that modeled the pinhole-imaging physics assuming nonzero diameter and photon penetration at the edge. Translational and rotational errors of the coregistration were examined with respect to various SPECT activities, and they are on average about 0.50 mm and 0.82 degrees , respectively. Only the rotational error is dependent on activity of SPECT data. Stem cells were labeled with (111)Indium oxyquinoline and grafted in the ischemic myocardium of a rat model. Dual-tracer small-animal SPECT images were acquired, which allowed simultaneous detection of (111)In-labeled stem cells and of [(99m)Tc]sestamibi to assess myocardial perfusion deficit. The same animals were subjected to cardiac MRI. A mutual-information-based coregistration method was then applied to the SPECT and MRIs. By coregistration, the (111)In signal from labeled cells was mapped into the akinetic region identified on cine MRIs; the regional perfusion deficit on the SPECT images also coincided with the akinetic region on the MR image.</abstract><cop>United States</cop><pub>Springer Nature B.V</pub><pmid>17053860</pmid><doi>10.1007/s11307-006-0062-3</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Animals Cell Line Computer Simulation - standards Indium Radioisotopes Magnetic Resonance Spectroscopy - methods Male Medical imaging Medical research Myocardial Infarction - diagnostic imaging Radiography Rats Rats, Sprague-Dawley Stem Cell Transplantation - methods Stem cells Stem Cells - diagnostic imaging Technetium - chemistry Tomography, Emission-Computed, Single-Photon - methods |
title | Coregistration of magnetic resonance and single photon emission computed tomography images for noninvasive localization of stem cells grafted in the infarcted rat myocardium |
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