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Hyperpolarized 13C MRI data acquisition and analysis in prostate and brain at University of California, San Francisco
Based on the expanding set of applications for hyperpolarized carbon‐13 (HP‐13C) MRI, this work aims to communicate standardized methodology implemented at the University of California, San Francisco, as a primer for conducting reproducible metabolic imaging studies of the prostate and brain. Curren...
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Published in: | NMR in biomedicine 2021-05, Vol.34 (5), p.n/a |
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creator | Crane, Jason C. Gordon, Jeremy W. Chen, Hsin‐Yu Autry, Adam W. Li, Yan Olson, Marram P. Kurhanewicz, John Vigneron, Daniel B. Larson, Peder E.Z. Xu, Duan |
description | Based on the expanding set of applications for hyperpolarized carbon‐13 (HP‐13C) MRI, this work aims to communicate standardized methodology implemented at the University of California, San Francisco, as a primer for conducting reproducible metabolic imaging studies of the prostate and brain. Current state‐of‐the‐art HP‐13C acquisition, data processing/reconstruction and kinetic modeling approaches utilized in patient studies are presented together with the rationale underpinning their usage. Organized around spectroscopic and imaging‐based methods, this guide provides an extensible framework for handling a variety of HP‐13C applications, which derives from two examples with dynamic acquisitions: 3D echo‐planar spectroscopic imaging of the human prostate and frequency‐specific 2D multislice echo‐planar imaging of the human brain. Details of sequence‐specific parameters and processing techniques contained in these examples should enable investigators to effectively tailor studies around individual‐use cases. Given the importance of clinical integration in improving the utility of HP exams, practical aspects of standardizing data formats for reconstruction, analysis and visualization are also addressed alongside open‐source software packages that enhance institutional interoperability and validation of methodology. To facilitate the adoption and further development of this methodology, example datasets and analysis pipelines have been made available in the supporting information.
This work describes standardized hyperpolarized carbon‐13 (HP‐13C) MRI methodology implemented at University of California, San Francisco, for prostate and brain exams as a primer for conducting reproducible metabolic imaging studies of the prostate and brain. Data processing, reconstruction and kinetic modeling approaches utilized in patient studies are presented together with the rationale underpinning their usage. Practical aspects of standardizing data formats for analysis and visualization are described and accompanied by supporting information that includes open‐source software packages, example datasets and analysis pipelines. |
doi_str_mv | 10.1002/nbm.4280 |
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This work describes standardized hyperpolarized carbon‐13 (HP‐13C) MRI methodology implemented at University of California, San Francisco, for prostate and brain exams as a primer for conducting reproducible metabolic imaging studies of the prostate and brain. Data processing, reconstruction and kinetic modeling approaches utilized in patient studies are presented together with the rationale underpinning their usage. Practical aspects of standardizing data formats for analysis and visualization are described and accompanied by supporting information that includes open‐source software packages, example datasets and analysis pipelines.</description><identifier>ISSN: 0952-3480</identifier><identifier>EISSN: 1099-1492</identifier><identifier>DOI: 10.1002/nbm.4280</identifier><language>eng</language><publisher>Oxford: Wiley Subscription Services, Inc</publisher><subject>13C ; Biological products ; Brain ; Brain cancer ; Carbon 13 ; Data acquisition ; Data analysis ; Data processing ; hyperpolarized MRI ; Image reconstruction ; Interoperability ; Magnetic resonance imaging ; Medical imaging ; metabolic imaging ; Methodology ; Neuroimaging ; Prostate ; prostate cancer ; Spectroscopy</subject><ispartof>NMR in biomedicine, 2021-05, Vol.34 (5), p.n/a</ispartof><rights>2020 John Wiley & Sons, Ltd.</rights><rights>2021 John Wiley & Sons, Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-1145-5639 ; 0000-0003-4183-3634 ; 0000-0002-2765-1685</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids></links><search><creatorcontrib>Crane, Jason C.</creatorcontrib><creatorcontrib>Gordon, Jeremy W.</creatorcontrib><creatorcontrib>Chen, Hsin‐Yu</creatorcontrib><creatorcontrib>Autry, Adam W.</creatorcontrib><creatorcontrib>Li, Yan</creatorcontrib><creatorcontrib>Olson, Marram P.</creatorcontrib><creatorcontrib>Kurhanewicz, John</creatorcontrib><creatorcontrib>Vigneron, Daniel B.</creatorcontrib><creatorcontrib>Larson, Peder E.Z.</creatorcontrib><creatorcontrib>Xu, Duan</creatorcontrib><title>Hyperpolarized 13C MRI data acquisition and analysis in prostate and brain at University of California, San Francisco</title><title>NMR in biomedicine</title><description>Based on the expanding set of applications for hyperpolarized carbon‐13 (HP‐13C) MRI, this work aims to communicate standardized methodology implemented at the University of California, San Francisco, as a primer for conducting reproducible metabolic imaging studies of the prostate and brain. Current state‐of‐the‐art HP‐13C acquisition, data processing/reconstruction and kinetic modeling approaches utilized in patient studies are presented together with the rationale underpinning their usage. Organized around spectroscopic and imaging‐based methods, this guide provides an extensible framework for handling a variety of HP‐13C applications, which derives from two examples with dynamic acquisitions: 3D echo‐planar spectroscopic imaging of the human prostate and frequency‐specific 2D multislice echo‐planar imaging of the human brain. Details of sequence‐specific parameters and processing techniques contained in these examples should enable investigators to effectively tailor studies around individual‐use cases. Given the importance of clinical integration in improving the utility of HP exams, practical aspects of standardizing data formats for reconstruction, analysis and visualization are also addressed alongside open‐source software packages that enhance institutional interoperability and validation of methodology. To facilitate the adoption and further development of this methodology, example datasets and analysis pipelines have been made available in the supporting information.
This work describes standardized hyperpolarized carbon‐13 (HP‐13C) MRI methodology implemented at University of California, San Francisco, for prostate and brain exams as a primer for conducting reproducible metabolic imaging studies of the prostate and brain. Data processing, reconstruction and kinetic modeling approaches utilized in patient studies are presented together with the rationale underpinning their usage. Practical aspects of standardizing data formats for analysis and visualization are described and accompanied by supporting information that includes open‐source software packages, example datasets and analysis pipelines.</description><subject>13C</subject><subject>Biological products</subject><subject>Brain</subject><subject>Brain cancer</subject><subject>Carbon 13</subject><subject>Data acquisition</subject><subject>Data analysis</subject><subject>Data processing</subject><subject>hyperpolarized MRI</subject><subject>Image reconstruction</subject><subject>Interoperability</subject><subject>Magnetic resonance imaging</subject><subject>Medical imaging</subject><subject>metabolic imaging</subject><subject>Methodology</subject><subject>Neuroimaging</subject><subject>Prostate</subject><subject>prostate cancer</subject><subject>Spectroscopy</subject><issn>0952-3480</issn><issn>1099-1492</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNotkF9LwzAUxYMoOKfgRwj4amf-2uZRi3PCpqDuOdy2CWR0aZd0Sv30Zs6Hy4F7z73c80PompIZJYTd-Wo7E6wgJ2hCiVIZFYqdoglRkmVcFOQcXcS4IYQUgrMJ2i_G3oS-ayG4H9Ngyku8en_BDQyAod7tXXSD6zwG36SCdowuYudxH7o4wGD-BlWA1IIBr737MiGtjLizuITW2S54B7f4AzyeB_C1i3V3ic4stNFc_esUredPn-UiW749v5QPy6xPWUjGDOF1oYi8F7WVNi_AUsVpVVecVbVtZJ6LBqQA0xQEpLLGUJVzKUyeV1xUfIpujnfTt7u9iYPedPuQUkTNJBWMFDSXyZUdXd-uNaPug9tCGDUl-kBUJ6L6QFS_Pq4Oyn8B3itrFQ</recordid><startdate>202105</startdate><enddate>202105</enddate><creator>Crane, Jason C.</creator><creator>Gordon, Jeremy W.</creator><creator>Chen, Hsin‐Yu</creator><creator>Autry, Adam W.</creator><creator>Li, Yan</creator><creator>Olson, Marram P.</creator><creator>Kurhanewicz, John</creator><creator>Vigneron, Daniel B.</creator><creator>Larson, Peder E.Z.</creator><creator>Xu, Duan</creator><general>Wiley Subscription Services, Inc</general><scope>7QO</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><orcidid>https://orcid.org/0000-0002-1145-5639</orcidid><orcidid>https://orcid.org/0000-0003-4183-3634</orcidid><orcidid>https://orcid.org/0000-0002-2765-1685</orcidid></search><sort><creationdate>202105</creationdate><title>Hyperpolarized 13C MRI data acquisition and analysis in prostate and brain at University of California, San Francisco</title><author>Crane, Jason C. ; Gordon, Jeremy W. ; Chen, Hsin‐Yu ; Autry, Adam W. ; Li, Yan ; Olson, Marram P. ; Kurhanewicz, John ; Vigneron, Daniel B. ; Larson, Peder E.Z. ; Xu, Duan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-p1000-2e03c890564cf5f78af1931bcb32bcfd5774da54aed80a59fee197354e77b34b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>13C</topic><topic>Biological products</topic><topic>Brain</topic><topic>Brain cancer</topic><topic>Carbon 13</topic><topic>Data acquisition</topic><topic>Data analysis</topic><topic>Data processing</topic><topic>hyperpolarized MRI</topic><topic>Image reconstruction</topic><topic>Interoperability</topic><topic>Magnetic resonance imaging</topic><topic>Medical imaging</topic><topic>metabolic imaging</topic><topic>Methodology</topic><topic>Neuroimaging</topic><topic>Prostate</topic><topic>prostate cancer</topic><topic>Spectroscopy</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Crane, Jason C.</creatorcontrib><creatorcontrib>Gordon, Jeremy W.</creatorcontrib><creatorcontrib>Chen, Hsin‐Yu</creatorcontrib><creatorcontrib>Autry, Adam W.</creatorcontrib><creatorcontrib>Li, Yan</creatorcontrib><creatorcontrib>Olson, Marram P.</creatorcontrib><creatorcontrib>Kurhanewicz, John</creatorcontrib><creatorcontrib>Vigneron, Daniel B.</creatorcontrib><creatorcontrib>Larson, Peder E.Z.</creatorcontrib><creatorcontrib>Xu, Duan</creatorcontrib><collection>Biotechnology Research Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>NMR in biomedicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Crane, Jason C.</au><au>Gordon, Jeremy W.</au><au>Chen, Hsin‐Yu</au><au>Autry, Adam W.</au><au>Li, Yan</au><au>Olson, Marram P.</au><au>Kurhanewicz, John</au><au>Vigneron, Daniel B.</au><au>Larson, Peder E.Z.</au><au>Xu, Duan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Hyperpolarized 13C MRI data acquisition and analysis in prostate and brain at University of California, San Francisco</atitle><jtitle>NMR in biomedicine</jtitle><date>2021-05</date><risdate>2021</risdate><volume>34</volume><issue>5</issue><epage>n/a</epage><issn>0952-3480</issn><eissn>1099-1492</eissn><abstract>Based on the expanding set of applications for hyperpolarized carbon‐13 (HP‐13C) MRI, this work aims to communicate standardized methodology implemented at the University of California, San Francisco, as a primer for conducting reproducible metabolic imaging studies of the prostate and brain. Current state‐of‐the‐art HP‐13C acquisition, data processing/reconstruction and kinetic modeling approaches utilized in patient studies are presented together with the rationale underpinning their usage. Organized around spectroscopic and imaging‐based methods, this guide provides an extensible framework for handling a variety of HP‐13C applications, which derives from two examples with dynamic acquisitions: 3D echo‐planar spectroscopic imaging of the human prostate and frequency‐specific 2D multislice echo‐planar imaging of the human brain. Details of sequence‐specific parameters and processing techniques contained in these examples should enable investigators to effectively tailor studies around individual‐use cases. Given the importance of clinical integration in improving the utility of HP exams, practical aspects of standardizing data formats for reconstruction, analysis and visualization are also addressed alongside open‐source software packages that enhance institutional interoperability and validation of methodology. To facilitate the adoption and further development of this methodology, example datasets and analysis pipelines have been made available in the supporting information.
This work describes standardized hyperpolarized carbon‐13 (HP‐13C) MRI methodology implemented at University of California, San Francisco, for prostate and brain exams as a primer for conducting reproducible metabolic imaging studies of the prostate and brain. Data processing, reconstruction and kinetic modeling approaches utilized in patient studies are presented together with the rationale underpinning their usage. Practical aspects of standardizing data formats for analysis and visualization are described and accompanied by supporting information that includes open‐source software packages, example datasets and analysis pipelines.</abstract><cop>Oxford</cop><pub>Wiley Subscription Services, Inc</pub><doi>10.1002/nbm.4280</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0002-1145-5639</orcidid><orcidid>https://orcid.org/0000-0003-4183-3634</orcidid><orcidid>https://orcid.org/0000-0002-2765-1685</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | 13C Biological products Brain Brain cancer Carbon 13 Data acquisition Data analysis Data processing hyperpolarized MRI Image reconstruction Interoperability Magnetic resonance imaging Medical imaging metabolic imaging Methodology Neuroimaging Prostate prostate cancer Spectroscopy |
title | Hyperpolarized 13C MRI data acquisition and analysis in prostate and brain at University of California, San Francisco |
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