Correction of head movement by frame-to-frame image realignment for receptor imaging in positron emission tomography studies with [11C]raclopride and [11C]FLB 457
Objective Positron emission tomography (PET) scans of imaging receptors require 60–90-min dynamic acquisition for quantitative analysis. Head movement is often observed during scanning, which hampers the reliable estimation of quantitative parameters. This study evaluated image-based motion correcti...
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creator | Ikoma, Yoko Kimura, Yasuyuki Yamada, Makiko Obata, Takayuki Ito, Hiroshi Suhara, Tetsuya |
description | Objective
Positron emission tomography (PET) scans of imaging receptors require 60–90-min dynamic acquisition for quantitative analysis. Head movement is often observed during scanning, which hampers the reliable estimation of quantitative parameters. This study evaluated image-based motion correction by frame-to-frame realignment for PET studies with [
11
C]raclopride and [
11
C]FLB 457 acquired by an Eminence SET-3000GCT/X and investigated the effect of this correction on the quantitative outcomes.
Methods
First, an optimal method for estimating motion parameters was evaluated by computer simulation. Simulated emission sinograms were reconstructed to the PET images with or without attenuation correction using a µ-map of the transmission scan. Six motion parameters were estimated frame-by-frame by registering each frame of the PET images to several types of reference images and the reliability of registration was compared. Next, in [
11
C]raclopride and [
11
C]FLB 457 studies in normal volunteers, six motion parameters for each frame were estimated by the registration method determined from the simulation results. Head movement was corrected by realigning the PET images reconstructed with a motion-included µ-map in which a mismatch between the transmission and emission scans was corrected. After this correction, time-activity curves (TAC) for the striatum or cerebral cortex were obtained and the binding potentials of the receptors (BP
ND
) were estimated using the simplified reference tissue model.
Results
In the simulations, the motion parameters could be reliably estimated by registering each frame of the non-attenuation-corrected PET images to their early-phase frame. The motion parameters in the human studies were also obtained using the same method. After correction, a discontinuity of TACs in the striatum and cerebral cortex was remarkably improved and the BP
ND
values in these regions increased. Compared to the motion-corrected PET images reconstructed using the measured µ-map, the images reconstructed using the motion-included µ-map did not result in a remarkable improvement of BP
ND
in the striatum of [
11
C]raclopride studies, while the BP
ND
in the cerebral cortex changed in some [
11
C]FLB 457 studies in which large head movement was observed.
Conclusions
In PET receptor imaging, head movement during dynamic scans can be corrected by frame-to-frame realignment. This method is easily applicable to clinical studies and provides reliable TACs and |
doi_str_mv | 10.1007/s12149-019-01405-1 |
format | Article |
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Positron emission tomography (PET) scans of imaging receptors require 60–90-min dynamic acquisition for quantitative analysis. Head movement is often observed during scanning, which hampers the reliable estimation of quantitative parameters. This study evaluated image-based motion correction by frame-to-frame realignment for PET studies with [
11
C]raclopride and [
11
C]FLB 457 acquired by an Eminence SET-3000GCT/X and investigated the effect of this correction on the quantitative outcomes.
Methods
First, an optimal method for estimating motion parameters was evaluated by computer simulation. Simulated emission sinograms were reconstructed to the PET images with or without attenuation correction using a µ-map of the transmission scan. Six motion parameters were estimated frame-by-frame by registering each frame of the PET images to several types of reference images and the reliability of registration was compared. Next, in [
11
C]raclopride and [
11
C]FLB 457 studies in normal volunteers, six motion parameters for each frame were estimated by the registration method determined from the simulation results. Head movement was corrected by realigning the PET images reconstructed with a motion-included µ-map in which a mismatch between the transmission and emission scans was corrected. After this correction, time-activity curves (TAC) for the striatum or cerebral cortex were obtained and the binding potentials of the receptors (BP
ND
) were estimated using the simplified reference tissue model.
Results
In the simulations, the motion parameters could be reliably estimated by registering each frame of the non-attenuation-corrected PET images to their early-phase frame. The motion parameters in the human studies were also obtained using the same method. After correction, a discontinuity of TACs in the striatum and cerebral cortex was remarkably improved and the BP
ND
values in these regions increased. Compared to the motion-corrected PET images reconstructed using the measured µ-map, the images reconstructed using the motion-included µ-map did not result in a remarkable improvement of BP
ND
in the striatum of [
11
C]raclopride studies, while the BP
ND
in the cerebral cortex changed in some [
11
C]FLB 457 studies in which large head movement was observed.
Conclusions
In PET receptor imaging, head movement during dynamic scans can be corrected by frame-to-frame realignment. This method is easily applicable to clinical studies and provides reliable TACs and BP
ND
.</description><identifier>ISSN: 0914-7187</identifier><identifier>EISSN: 1864-6433</identifier><identifier>DOI: 10.1007/s12149-019-01405-1</identifier><identifier>PMID: 31602596</identifier><language>eng</language><publisher>Singapore: Springer Singapore</publisher><subject>Adult ; Algorithms ; Attenuation ; Cerebral cortex ; Computer simulation ; Emission analysis ; Evaluation ; Head ; Head movement ; Head Movements ; Human motion ; Humans ; Image Processing, Computer-Assisted - methods ; Image reconstruction ; Image transmission ; Imaging ; Male ; Medicine ; Medicine & Public Health ; Neostriatum ; Neuroimaging ; Nuclear Medicine ; Original Article ; Parameter estimation ; Positron emission ; Positron emission tomography ; Pyrrolidines ; Quantitative analysis ; Raclopride ; Radiology ; Realignment ; Receptors ; Salicylamides ; Tomography</subject><ispartof>Annals of nuclear medicine, 2019-12, Vol.33 (12), p.916-929</ispartof><rights>The Japanese Society of Nuclear Medicine 2019</rights><rights>Copyright Springer Nature B.V. 2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c443t-18c4dfed4f5d580e4891a84f48360e8b39a619d71c7e995ac3cc243e6367c8083</citedby><cites>FETCH-LOGICAL-c443t-18c4dfed4f5d580e4891a84f48360e8b39a619d71c7e995ac3cc243e6367c8083</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s12149-019-01405-1$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s12149-019-01405-1$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31602596$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ikoma, Yoko</creatorcontrib><creatorcontrib>Kimura, Yasuyuki</creatorcontrib><creatorcontrib>Yamada, Makiko</creatorcontrib><creatorcontrib>Obata, Takayuki</creatorcontrib><creatorcontrib>Ito, Hiroshi</creatorcontrib><creatorcontrib>Suhara, Tetsuya</creatorcontrib><title>Correction of head movement by frame-to-frame image realignment for receptor imaging in positron emission tomography studies with [11C]raclopride and [11C]FLB 457</title><title>Annals of nuclear medicine</title><addtitle>Ann Nucl Med</addtitle><addtitle>Ann Nucl Med</addtitle><description>Objective
Positron emission tomography (PET) scans of imaging receptors require 60–90-min dynamic acquisition for quantitative analysis. Head movement is often observed during scanning, which hampers the reliable estimation of quantitative parameters. This study evaluated image-based motion correction by frame-to-frame realignment for PET studies with [
11
C]raclopride and [
11
C]FLB 457 acquired by an Eminence SET-3000GCT/X and investigated the effect of this correction on the quantitative outcomes.
Methods
First, an optimal method for estimating motion parameters was evaluated by computer simulation. Simulated emission sinograms were reconstructed to the PET images with or without attenuation correction using a µ-map of the transmission scan. Six motion parameters were estimated frame-by-frame by registering each frame of the PET images to several types of reference images and the reliability of registration was compared. Next, in [
11
C]raclopride and [
11
C]FLB 457 studies in normal volunteers, six motion parameters for each frame were estimated by the registration method determined from the simulation results. Head movement was corrected by realigning the PET images reconstructed with a motion-included µ-map in which a mismatch between the transmission and emission scans was corrected. After this correction, time-activity curves (TAC) for the striatum or cerebral cortex were obtained and the binding potentials of the receptors (BP
ND
) were estimated using the simplified reference tissue model.
Results
In the simulations, the motion parameters could be reliably estimated by registering each frame of the non-attenuation-corrected PET images to their early-phase frame. The motion parameters in the human studies were also obtained using the same method. After correction, a discontinuity of TACs in the striatum and cerebral cortex was remarkably improved and the BP
ND
values in these regions increased. Compared to the motion-corrected PET images reconstructed using the measured µ-map, the images reconstructed using the motion-included µ-map did not result in a remarkable improvement of BP
ND
in the striatum of [
11
C]raclopride studies, while the BP
ND
in the cerebral cortex changed in some [
11
C]FLB 457 studies in which large head movement was observed.
Conclusions
In PET receptor imaging, head movement during dynamic scans can be corrected by frame-to-frame realignment. This method is easily applicable to clinical studies and provides reliable TACs and BP
ND
.</description><subject>Adult</subject><subject>Algorithms</subject><subject>Attenuation</subject><subject>Cerebral cortex</subject><subject>Computer simulation</subject><subject>Emission analysis</subject><subject>Evaluation</subject><subject>Head</subject><subject>Head movement</subject><subject>Head Movements</subject><subject>Human motion</subject><subject>Humans</subject><subject>Image Processing, Computer-Assisted - methods</subject><subject>Image reconstruction</subject><subject>Image transmission</subject><subject>Imaging</subject><subject>Male</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Neostriatum</subject><subject>Neuroimaging</subject><subject>Nuclear Medicine</subject><subject>Original Article</subject><subject>Parameter estimation</subject><subject>Positron emission</subject><subject>Positron emission tomography</subject><subject>Pyrrolidines</subject><subject>Quantitative analysis</subject><subject>Raclopride</subject><subject>Radiology</subject><subject>Realignment</subject><subject>Receptors</subject><subject>Salicylamides</subject><subject>Tomography</subject><issn>0914-7187</issn><issn>1864-6433</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kcFu1DAQhi1ERZfCC3BAlrhwMfXEduIcYUUBaSUucEIo8jqTrKskDrYD2tfpk-LdFCpx4GB5xvPN77F_Ql4AfwOcV9cRCpA143BakisGj8gGdClZKYV4TDa8Bskq0NUleRrjLeeFVrp4Qi4FlLxQdbkhd1sfAtrk_ER9Rw9oWjr6nzjilOj-SLtgRmTJs3NA3Wh6pAHN4PrpzHQ-5NzinHJwKrupp26is48uhayKo4vxJJ_86Ptg5sORxrS0DiP95dKBfgPYfg_GDn4OrkVqpnY9u9m9o1JVz8hFZ4aIz-_3K_L15v2X7Ue2-_zh0_btjlkpRWKgrWw7bGWnWqU5Sl2D0bKTWpQc9V7UpoS6rcBWWNfKWGFtIQWWoqys5lpckder7hz8jwVjavLkFofBTOiX2BSCKy65liqjr_5Bb_0SpjxdpqBWAvKnZ6pYKRt8jAG7Jj9wNOHYAG9ODjarg012sDk72EBuenkvvexHbP-2_LEsA2IFYi5NPYaHu_8j-xtFeqct</recordid><startdate>20191201</startdate><enddate>20191201</enddate><creator>Ikoma, Yoko</creator><creator>Kimura, Yasuyuki</creator><creator>Yamada, Makiko</creator><creator>Obata, Takayuki</creator><creator>Ito, Hiroshi</creator><creator>Suhara, Tetsuya</creator><general>Springer Singapore</general><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>7QP</scope><scope>7TK</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope></search><sort><creationdate>20191201</creationdate><title>Correction of head movement by frame-to-frame image realignment for receptor imaging in positron emission tomography studies with [11C]raclopride and [11C]FLB 457</title><author>Ikoma, Yoko ; Kimura, Yasuyuki ; Yamada, Makiko ; Obata, Takayuki ; Ito, Hiroshi ; Suhara, Tetsuya</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c443t-18c4dfed4f5d580e4891a84f48360e8b39a619d71c7e995ac3cc243e6367c8083</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Adult</topic><topic>Algorithms</topic><topic>Attenuation</topic><topic>Cerebral cortex</topic><topic>Computer simulation</topic><topic>Emission analysis</topic><topic>Evaluation</topic><topic>Head</topic><topic>Head movement</topic><topic>Head Movements</topic><topic>Human motion</topic><topic>Humans</topic><topic>Image Processing, Computer-Assisted - methods</topic><topic>Image reconstruction</topic><topic>Image transmission</topic><topic>Imaging</topic><topic>Male</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Neostriatum</topic><topic>Neuroimaging</topic><topic>Nuclear Medicine</topic><topic>Original Article</topic><topic>Parameter estimation</topic><topic>Positron emission</topic><topic>Positron emission tomography</topic><topic>Pyrrolidines</topic><topic>Quantitative analysis</topic><topic>Raclopride</topic><topic>Radiology</topic><topic>Realignment</topic><topic>Receptors</topic><topic>Salicylamides</topic><topic>Tomography</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ikoma, Yoko</creatorcontrib><creatorcontrib>Kimura, Yasuyuki</creatorcontrib><creatorcontrib>Yamada, Makiko</creatorcontrib><creatorcontrib>Obata, Takayuki</creatorcontrib><creatorcontrib>Ito, Hiroshi</creatorcontrib><creatorcontrib>Suhara, Tetsuya</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>Annals of nuclear medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ikoma, Yoko</au><au>Kimura, Yasuyuki</au><au>Yamada, Makiko</au><au>Obata, Takayuki</au><au>Ito, Hiroshi</au><au>Suhara, Tetsuya</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Correction of head movement by frame-to-frame image realignment for receptor imaging in positron emission tomography studies with [11C]raclopride and [11C]FLB 457</atitle><jtitle>Annals of nuclear medicine</jtitle><stitle>Ann Nucl Med</stitle><addtitle>Ann Nucl Med</addtitle><date>2019-12-01</date><risdate>2019</risdate><volume>33</volume><issue>12</issue><spage>916</spage><epage>929</epage><pages>916-929</pages><issn>0914-7187</issn><eissn>1864-6433</eissn><abstract>Objective
Positron emission tomography (PET) scans of imaging receptors require 60–90-min dynamic acquisition for quantitative analysis. Head movement is often observed during scanning, which hampers the reliable estimation of quantitative parameters. This study evaluated image-based motion correction by frame-to-frame realignment for PET studies with [
11
C]raclopride and [
11
C]FLB 457 acquired by an Eminence SET-3000GCT/X and investigated the effect of this correction on the quantitative outcomes.
Methods
First, an optimal method for estimating motion parameters was evaluated by computer simulation. Simulated emission sinograms were reconstructed to the PET images with or without attenuation correction using a µ-map of the transmission scan. Six motion parameters were estimated frame-by-frame by registering each frame of the PET images to several types of reference images and the reliability of registration was compared. Next, in [
11
C]raclopride and [
11
C]FLB 457 studies in normal volunteers, six motion parameters for each frame were estimated by the registration method determined from the simulation results. Head movement was corrected by realigning the PET images reconstructed with a motion-included µ-map in which a mismatch between the transmission and emission scans was corrected. After this correction, time-activity curves (TAC) for the striatum or cerebral cortex were obtained and the binding potentials of the receptors (BP
ND
) were estimated using the simplified reference tissue model.
Results
In the simulations, the motion parameters could be reliably estimated by registering each frame of the non-attenuation-corrected PET images to their early-phase frame. The motion parameters in the human studies were also obtained using the same method. After correction, a discontinuity of TACs in the striatum and cerebral cortex was remarkably improved and the BP
ND
values in these regions increased. Compared to the motion-corrected PET images reconstructed using the measured µ-map, the images reconstructed using the motion-included µ-map did not result in a remarkable improvement of BP
ND
in the striatum of [
11
C]raclopride studies, while the BP
ND
in the cerebral cortex changed in some [
11
C]FLB 457 studies in which large head movement was observed.
Conclusions
In PET receptor imaging, head movement during dynamic scans can be corrected by frame-to-frame realignment. This method is easily applicable to clinical studies and provides reliable TACs and BP
ND
.</abstract><cop>Singapore</cop><pub>Springer Singapore</pub><pmid>31602596</pmid><doi>10.1007/s12149-019-01405-1</doi><tpages>14</tpages></addata></record> |
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source | MEDLINE; SpringerNature Journals |
subjects | Adult Algorithms Attenuation Cerebral cortex Computer simulation Emission analysis Evaluation Head Head movement Head Movements Human motion Humans Image Processing, Computer-Assisted - methods Image reconstruction Image transmission Imaging Male Medicine Medicine & Public Health Neostriatum Neuroimaging Nuclear Medicine Original Article Parameter estimation Positron emission Positron emission tomography Pyrrolidines Quantitative analysis Raclopride Radiology Realignment Receptors Salicylamides Tomography |
title | Correction of head movement by frame-to-frame image realignment for receptor imaging in positron emission tomography studies with [11C]raclopride and [11C]FLB 457 |
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