Diffusion-weighted MRI and 18F-FDG PET correlation with immunity in early radiotherapy response in BNL hepatocellular carcinoma mouse model: timeline validation
Purpose Imaging probes/biomarkers that are correlated with molecular or microenvironmental alterations in tumors have been used not only in diagnosing cancer but also in assessing the efficacy of cancer treatment. We evaluated the early response of hepatocellular carcinoma (HCC) to radiation treatme...
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container_title | European journal of nuclear medicine and molecular imaging |
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creator | Chung, Yi-Hsiu Yu, Ching-Fang Chiu, Shao-Chieh Chiu, Han Hsu, Shin-Ting Wu, Ching-Rong Yang, Chung-Lin Hong, Ji-Hong Yen, Tzu-Chen Chen, Fang-Hsin |
description | Purpose
Imaging probes/biomarkers that are correlated with molecular or microenvironmental alterations in tumors have been used not only in diagnosing cancer but also in assessing the efficacy of cancer treatment. We evaluated the early response of hepatocellular carcinoma (HCC) to radiation treatment using T2-weighted magnetic resonance imaging (MRI), diffusion-weighted (DW) MRI, and
18
F-fluorodeoxyglucose (
18
F-FDG) positron emission tomography (PET).
Methods
Orthotopic HCC tumors were established in the right liver lobe of Balb/c mice. Mice were longitudinally scanned using T2-weighted/DW MRI and
18
F-FDG PET 1 day before and on days 1, 3, 6, 9 and 13 after irradiation with 15 Gy to the right liver lobe to determine tumor size, apparent diffusion coefficient (ADC) value, and maximum standardized uptake value. Immunohistochemical (IHC) staining was performed to validate the tumor microenvironment.
Results
Irradiation markedly retarded tumor growth in the orthotopic HCC model and led to increaes in ADC values as early as on day 1 after irradiation. Irradiation also resulted in increases in
18
F-FDG uptake on day 1 that were sustained until the end of the observation period. IHC staining revealed a decrease in the number of proliferative cells and a continuous macrophage influx into irradiated tumors, which dramatically altered the tumor microenvironment. Lastly, in vitro coculture of HCC cells and macrophages led to interaction between the cells and enhanced the cellular uptake of
18
F-FDG.
Conclusion
ADC values and
18
F-FDG uptake measured using DW MRI and
18
F-FDG PET serve as potential biomarkers for early assessment of HCC tumor responses to radiation therapy. |
doi_str_mv | 10.1007/s00259-019-04318-3 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2232101101</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2229805955</sourcerecordid><originalsourceid>FETCH-LOGICAL-c282t-d216d22a4f47b59c52754bc88c03fd4223c4246b9a6dcba10cdd412fc0a7c0a23</originalsourceid><addsrcrecordid>eNp9kcFO3DAQhiNEpVLaF-jJEpde0tpOsnG4FZYFpKVFiJ6tWXvCGjl2ajugfZs-ar0sAokDkkeekb9__Et_UXxl9DujtP0RKeVNV1KWq66YKKu94oDN8thS0e2_9C39WHyK8Z5SJrjoDop_c9P3UzTelY9o7tYJNbm6uSTgNGFiUS7m5-T67JYoHwJaSBkkjyatiRmGyZm0IcYRhGA3JIA2Pq0xwJgHjKN3EbfPJ7-WZI0jJK_Q2slCIAqCMs4PQAY_ZWrwGu0xSWZAaxySB7BGP_32ufjQg4345fk-LP4szm5PL8rl7_PL05_LUnHBU6k5m2nOoe7rdtV0quFtU6-UEIpWva45r1TN69mqg5lWK2BUaV0z3isKbS5eHRbfdnvH4P9OGJMcTNz6BYfZoswbOKMsn4wevUHv_RRcdpcp3gnadE2TKb6jVPAxBuzlGMwAYSMZldvQ5C40mUOTT6HJKouqnShm2N1heF39juo_Xsab1w</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2229805955</pqid></control><display><type>article</type><title>Diffusion-weighted MRI and 18F-FDG PET correlation with immunity in early radiotherapy response in BNL hepatocellular carcinoma mouse model: timeline validation</title><source>SpringerLink Journals</source><creator>Chung, Yi-Hsiu ; Yu, Ching-Fang ; Chiu, Shao-Chieh ; Chiu, Han ; Hsu, Shin-Ting ; Wu, Ching-Rong ; Yang, Chung-Lin ; Hong, Ji-Hong ; Yen, Tzu-Chen ; Chen, Fang-Hsin</creator><creatorcontrib>Chung, Yi-Hsiu ; Yu, Ching-Fang ; Chiu, Shao-Chieh ; Chiu, Han ; Hsu, Shin-Ting ; Wu, Ching-Rong ; Yang, Chung-Lin ; Hong, Ji-Hong ; Yen, Tzu-Chen ; Chen, Fang-Hsin</creatorcontrib><description>Purpose
Imaging probes/biomarkers that are correlated with molecular or microenvironmental alterations in tumors have been used not only in diagnosing cancer but also in assessing the efficacy of cancer treatment. We evaluated the early response of hepatocellular carcinoma (HCC) to radiation treatment using T2-weighted magnetic resonance imaging (MRI), diffusion-weighted (DW) MRI, and
18
F-fluorodeoxyglucose (
18
F-FDG) positron emission tomography (PET).
Methods
Orthotopic HCC tumors were established in the right liver lobe of Balb/c mice. Mice were longitudinally scanned using T2-weighted/DW MRI and
18
F-FDG PET 1 day before and on days 1, 3, 6, 9 and 13 after irradiation with 15 Gy to the right liver lobe to determine tumor size, apparent diffusion coefficient (ADC) value, and maximum standardized uptake value. Immunohistochemical (IHC) staining was performed to validate the tumor microenvironment.
Results
Irradiation markedly retarded tumor growth in the orthotopic HCC model and led to increaes in ADC values as early as on day 1 after irradiation. Irradiation also resulted in increases in
18
F-FDG uptake on day 1 that were sustained until the end of the observation period. IHC staining revealed a decrease in the number of proliferative cells and a continuous macrophage influx into irradiated tumors, which dramatically altered the tumor microenvironment. Lastly, in vitro coculture of HCC cells and macrophages led to interaction between the cells and enhanced the cellular uptake of
18
F-FDG.
Conclusion
ADC values and
18
F-FDG uptake measured using DW MRI and
18
F-FDG PET serve as potential biomarkers for early assessment of HCC tumor responses to radiation therapy.</description><identifier>ISSN: 1619-7070</identifier><identifier>EISSN: 1619-7089</identifier><identifier>DOI: 10.1007/s00259-019-04318-3</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Biomarkers ; Cancer ; Cardiology ; Diffusion ; Diffusion coefficient ; Fluorine isotopes ; Hepatocellular carcinoma ; Imaging ; Immunity ; Irradiation ; Liver ; Liver cancer ; Macrophages ; Magnetic resonance imaging ; Medical imaging ; Medicine ; Medicine & Public Health ; NMR ; Nuclear magnetic resonance ; Nuclear Medicine ; Oncology ; Original Article ; Orthopedics ; Positron emission ; Positron emission tomography ; Radiation ; Radiation therapy ; Radiology ; Staining ; Tomography ; Tumors</subject><ispartof>European journal of nuclear medicine and molecular imaging, 2019-07, Vol.46 (8), p.1733-1744</ispartof><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2019</rights><rights>European Journal of Nuclear Medicine and Molecular Imaging is a copyright of Springer, (2019). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c282t-d216d22a4f47b59c52754bc88c03fd4223c4246b9a6dcba10cdd412fc0a7c0a23</citedby><cites>FETCH-LOGICAL-c282t-d216d22a4f47b59c52754bc88c03fd4223c4246b9a6dcba10cdd412fc0a7c0a23</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/s00259-019-04318-3$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00259-019-04318-3$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids></links><search><creatorcontrib>Chung, Yi-Hsiu</creatorcontrib><creatorcontrib>Yu, Ching-Fang</creatorcontrib><creatorcontrib>Chiu, Shao-Chieh</creatorcontrib><creatorcontrib>Chiu, Han</creatorcontrib><creatorcontrib>Hsu, Shin-Ting</creatorcontrib><creatorcontrib>Wu, Ching-Rong</creatorcontrib><creatorcontrib>Yang, Chung-Lin</creatorcontrib><creatorcontrib>Hong, Ji-Hong</creatorcontrib><creatorcontrib>Yen, Tzu-Chen</creatorcontrib><creatorcontrib>Chen, Fang-Hsin</creatorcontrib><title>Diffusion-weighted MRI and 18F-FDG PET correlation with immunity in early radiotherapy response in BNL hepatocellular carcinoma mouse model: timeline validation</title><title>European journal of nuclear medicine and molecular imaging</title><addtitle>Eur J Nucl Med Mol Imaging</addtitle><description>Purpose
Imaging probes/biomarkers that are correlated with molecular or microenvironmental alterations in tumors have been used not only in diagnosing cancer but also in assessing the efficacy of cancer treatment. We evaluated the early response of hepatocellular carcinoma (HCC) to radiation treatment using T2-weighted magnetic resonance imaging (MRI), diffusion-weighted (DW) MRI, and
18
F-fluorodeoxyglucose (
18
F-FDG) positron emission tomography (PET).
Methods
Orthotopic HCC tumors were established in the right liver lobe of Balb/c mice. Mice were longitudinally scanned using T2-weighted/DW MRI and
18
F-FDG PET 1 day before and on days 1, 3, 6, 9 and 13 after irradiation with 15 Gy to the right liver lobe to determine tumor size, apparent diffusion coefficient (ADC) value, and maximum standardized uptake value. Immunohistochemical (IHC) staining was performed to validate the tumor microenvironment.
Results
Irradiation markedly retarded tumor growth in the orthotopic HCC model and led to increaes in ADC values as early as on day 1 after irradiation. Irradiation also resulted in increases in
18
F-FDG uptake on day 1 that were sustained until the end of the observation period. IHC staining revealed a decrease in the number of proliferative cells and a continuous macrophage influx into irradiated tumors, which dramatically altered the tumor microenvironment. Lastly, in vitro coculture of HCC cells and macrophages led to interaction between the cells and enhanced the cellular uptake of
18
F-FDG.
Conclusion
ADC values and
18
F-FDG uptake measured using DW MRI and
18
F-FDG PET serve as potential biomarkers for early assessment of HCC tumor responses to radiation therapy.</description><subject>Biomarkers</subject><subject>Cancer</subject><subject>Cardiology</subject><subject>Diffusion</subject><subject>Diffusion coefficient</subject><subject>Fluorine isotopes</subject><subject>Hepatocellular carcinoma</subject><subject>Imaging</subject><subject>Immunity</subject><subject>Irradiation</subject><subject>Liver</subject><subject>Liver cancer</subject><subject>Macrophages</subject><subject>Magnetic resonance imaging</subject><subject>Medical imaging</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>NMR</subject><subject>Nuclear magnetic resonance</subject><subject>Nuclear Medicine</subject><subject>Oncology</subject><subject>Original Article</subject><subject>Orthopedics</subject><subject>Positron emission</subject><subject>Positron emission tomography</subject><subject>Radiation</subject><subject>Radiation therapy</subject><subject>Radiology</subject><subject>Staining</subject><subject>Tomography</subject><subject>Tumors</subject><issn>1619-7070</issn><issn>1619-7089</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNp9kcFO3DAQhiNEpVLaF-jJEpde0tpOsnG4FZYFpKVFiJ6tWXvCGjl2ajugfZs-ar0sAokDkkeekb9__Et_UXxl9DujtP0RKeVNV1KWq66YKKu94oDN8thS0e2_9C39WHyK8Z5SJrjoDop_c9P3UzTelY9o7tYJNbm6uSTgNGFiUS7m5-T67JYoHwJaSBkkjyatiRmGyZm0IcYRhGA3JIA2Pq0xwJgHjKN3EbfPJ7-WZI0jJK_Q2slCIAqCMs4PQAY_ZWrwGu0xSWZAaxySB7BGP_32ufjQg4345fk-LP4szm5PL8rl7_PL05_LUnHBU6k5m2nOoe7rdtV0quFtU6-UEIpWva45r1TN69mqg5lWK2BUaV0z3isKbS5eHRbfdnvH4P9OGJMcTNz6BYfZoswbOKMsn4wevUHv_RRcdpcp3gnadE2TKb6jVPAxBuzlGMwAYSMZldvQ5C40mUOTT6HJKouqnShm2N1heF39juo_Xsab1w</recordid><startdate>20190701</startdate><enddate>20190701</enddate><creator>Chung, Yi-Hsiu</creator><creator>Yu, Ching-Fang</creator><creator>Chiu, Shao-Chieh</creator><creator>Chiu, Han</creator><creator>Hsu, Shin-Ting</creator><creator>Wu, Ching-Rong</creator><creator>Yang, Chung-Lin</creator><creator>Hong, Ji-Hong</creator><creator>Yen, Tzu-Chen</creator><creator>Chen, Fang-Hsin</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB0</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>7X8</scope></search><sort><creationdate>20190701</creationdate><title>Diffusion-weighted MRI and 18F-FDG PET correlation with immunity in early radiotherapy response in BNL hepatocellular carcinoma mouse model: timeline validation</title><author>Chung, Yi-Hsiu ; Yu, Ching-Fang ; Chiu, Shao-Chieh ; Chiu, Han ; Hsu, Shin-Ting ; Wu, Ching-Rong ; Yang, Chung-Lin ; Hong, Ji-Hong ; Yen, Tzu-Chen ; Chen, Fang-Hsin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c282t-d216d22a4f47b59c52754bc88c03fd4223c4246b9a6dcba10cdd412fc0a7c0a23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Biomarkers</topic><topic>Cancer</topic><topic>Cardiology</topic><topic>Diffusion</topic><topic>Diffusion coefficient</topic><topic>Fluorine isotopes</topic><topic>Hepatocellular carcinoma</topic><topic>Imaging</topic><topic>Immunity</topic><topic>Irradiation</topic><topic>Liver</topic><topic>Liver cancer</topic><topic>Macrophages</topic><topic>Magnetic resonance imaging</topic><topic>Medical imaging</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>NMR</topic><topic>Nuclear magnetic resonance</topic><topic>Nuclear Medicine</topic><topic>Oncology</topic><topic>Original Article</topic><topic>Orthopedics</topic><topic>Positron emission</topic><topic>Positron emission tomography</topic><topic>Radiation</topic><topic>Radiation therapy</topic><topic>Radiology</topic><topic>Staining</topic><topic>Tomography</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chung, Yi-Hsiu</creatorcontrib><creatorcontrib>Yu, Ching-Fang</creatorcontrib><creatorcontrib>Chiu, Shao-Chieh</creatorcontrib><creatorcontrib>Chiu, Han</creatorcontrib><creatorcontrib>Hsu, Shin-Ting</creatorcontrib><creatorcontrib>Wu, Ching-Rong</creatorcontrib><creatorcontrib>Yang, Chung-Lin</creatorcontrib><creatorcontrib>Hong, Ji-Hong</creatorcontrib><creatorcontrib>Yen, Tzu-Chen</creatorcontrib><creatorcontrib>Chen, Fang-Hsin</creatorcontrib><collection>CrossRef</collection><collection>ProQuest 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Advanced Technologies & Aerospace Collection</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>MEDLINE - Academic</collection><jtitle>European journal of nuclear medicine and molecular imaging</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chung, Yi-Hsiu</au><au>Yu, Ching-Fang</au><au>Chiu, Shao-Chieh</au><au>Chiu, Han</au><au>Hsu, Shin-Ting</au><au>Wu, Ching-Rong</au><au>Yang, Chung-Lin</au><au>Hong, Ji-Hong</au><au>Yen, Tzu-Chen</au><au>Chen, Fang-Hsin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Diffusion-weighted MRI and 18F-FDG PET correlation with immunity in early radiotherapy response in BNL hepatocellular carcinoma mouse model: timeline validation</atitle><jtitle>European journal of nuclear medicine and molecular imaging</jtitle><stitle>Eur J Nucl Med Mol Imaging</stitle><date>2019-07-01</date><risdate>2019</risdate><volume>46</volume><issue>8</issue><spage>1733</spage><epage>1744</epage><pages>1733-1744</pages><issn>1619-7070</issn><eissn>1619-7089</eissn><abstract>Purpose
Imaging probes/biomarkers that are correlated with molecular or microenvironmental alterations in tumors have been used not only in diagnosing cancer but also in assessing the efficacy of cancer treatment. We evaluated the early response of hepatocellular carcinoma (HCC) to radiation treatment using T2-weighted magnetic resonance imaging (MRI), diffusion-weighted (DW) MRI, and
18
F-fluorodeoxyglucose (
18
F-FDG) positron emission tomography (PET).
Methods
Orthotopic HCC tumors were established in the right liver lobe of Balb/c mice. Mice were longitudinally scanned using T2-weighted/DW MRI and
18
F-FDG PET 1 day before and on days 1, 3, 6, 9 and 13 after irradiation with 15 Gy to the right liver lobe to determine tumor size, apparent diffusion coefficient (ADC) value, and maximum standardized uptake value. Immunohistochemical (IHC) staining was performed to validate the tumor microenvironment.
Results
Irradiation markedly retarded tumor growth in the orthotopic HCC model and led to increaes in ADC values as early as on day 1 after irradiation. Irradiation also resulted in increases in
18
F-FDG uptake on day 1 that were sustained until the end of the observation period. IHC staining revealed a decrease in the number of proliferative cells and a continuous macrophage influx into irradiated tumors, which dramatically altered the tumor microenvironment. Lastly, in vitro coculture of HCC cells and macrophages led to interaction between the cells and enhanced the cellular uptake of
18
F-FDG.
Conclusion
ADC values and
18
F-FDG uptake measured using DW MRI and
18
F-FDG PET serve as potential biomarkers for early assessment of HCC tumor responses to radiation therapy.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s00259-019-04318-3</doi><tpages>12</tpages></addata></record> |
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subjects | Biomarkers Cancer Cardiology Diffusion Diffusion coefficient Fluorine isotopes Hepatocellular carcinoma Imaging Immunity Irradiation Liver Liver cancer Macrophages Magnetic resonance imaging Medical imaging Medicine Medicine & Public Health NMR Nuclear magnetic resonance Nuclear Medicine Oncology Original Article Orthopedics Positron emission Positron emission tomography Radiation Radiation therapy Radiology Staining Tomography Tumors |
title | Diffusion-weighted MRI and 18F-FDG PET correlation with immunity in early radiotherapy response in BNL hepatocellular carcinoma mouse model: timeline validation |
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