Multimodal Elucidation of Choline Metabolism in a Murine Glioma Model Using Magnetic Resonance Spectroscopy and 11C-Choline Positron Emission Tomography
The metabolites, transporters, and enzymes involved in choline metabolism are regarded as biomarkers for disease progression in a variety of cancers, but their in vivo detection is not ideal. Both magnetic resonance spectroscopy [MRS using chemical shift imaging (CSI) total choline (tCho)] and C-cho...
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creator | WEHRL, Hans F SCHWAB, Julian BUKALA, Daniel HEEREN, Ron M. A PICHLER, Bernd J SAUTER, Alexander W HASENBACH, Kathy REISCHL, Gerald TABATABAI, Ghazaleh QUINTANILLA-MARTINEZ, Leticia JIRU, Filip CHUGHTAI, Kamila KISS, Andras CAY, Funda |
description | The metabolites, transporters, and enzymes involved in choline metabolism are regarded as biomarkers for disease progression in a variety of cancers, but their in vivo detection is not ideal. Both magnetic resonance spectroscopy [MRS using chemical shift imaging (CSI) total choline (tCho)] and C-choline positron emission tomography (PET) can probe this pathway, but they have not been compared side by side. In this study, we used the spontaneous murine astrocytoma model SMA560 injected intracranially into syngeneic VM/Dk mice, analyzing animals at various postimplantation time points using dynamic microPET imaging and CSI MRS. We observed an increase in tumor volume and C-choline uptake between days 5 and 18. Similarly, tCho levels decreased at days 5 to 18. We found a negative correlation between the tCho and PET results in the tumor and a positive correlation between the tCho tumor-to-brain ratio and choline uptake in the tumor. PCR results confirmed expected increases in expression levels for most of the transporters and enzymes. Using MRS quantification, a good agreement was found between CSI and C-choline PET data, whereas a negative correlation occurred when CSI was not referenced. Thus, C-choline PET and MRS methods seemed to be complementary in strengths. While advancing tumor proliferation caused an increasing C-choline uptake, gliosis and inflammation potentially accounted for a high peritumoral tCho signal in CSI, as supported by histology and secondary ion mass spectrometry imaging. Our findings provide definitive evidence of the use of MRS, CSI, and PET for imaging tumors in vivo. |
doi_str_mv | 10.1158/0008-5472.can-12-2532 |
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A ; PICHLER, Bernd J ; SAUTER, Alexander W ; HASENBACH, Kathy ; REISCHL, Gerald ; TABATABAI, Ghazaleh ; QUINTANILLA-MARTINEZ, Leticia ; JIRU, Filip ; CHUGHTAI, Kamila ; KISS, Andras ; CAY, Funda</creator><creatorcontrib>WEHRL, Hans F ; SCHWAB, Julian ; BUKALA, Daniel ; HEEREN, Ron M. A ; PICHLER, Bernd J ; SAUTER, Alexander W ; HASENBACH, Kathy ; REISCHL, Gerald ; TABATABAI, Ghazaleh ; QUINTANILLA-MARTINEZ, Leticia ; JIRU, Filip ; CHUGHTAI, Kamila ; KISS, Andras ; CAY, Funda</creatorcontrib><description>The metabolites, transporters, and enzymes involved in choline metabolism are regarded as biomarkers for disease progression in a variety of cancers, but their in vivo detection is not ideal. Both magnetic resonance spectroscopy [MRS using chemical shift imaging (CSI) total choline (tCho)] and C-choline positron emission tomography (PET) can probe this pathway, but they have not been compared side by side. In this study, we used the spontaneous murine astrocytoma model SMA560 injected intracranially into syngeneic VM/Dk mice, analyzing animals at various postimplantation time points using dynamic microPET imaging and CSI MRS. We observed an increase in tumor volume and C-choline uptake between days 5 and 18. Similarly, tCho levels decreased at days 5 to 18. We found a negative correlation between the tCho and PET results in the tumor and a positive correlation between the tCho tumor-to-brain ratio and choline uptake in the tumor. PCR results confirmed expected increases in expression levels for most of the transporters and enzymes. Using MRS quantification, a good agreement was found between CSI and C-choline PET data, whereas a negative correlation occurred when CSI was not referenced. Thus, C-choline PET and MRS methods seemed to be complementary in strengths. While advancing tumor proliferation caused an increasing C-choline uptake, gliosis and inflammation potentially accounted for a high peritumoral tCho signal in CSI, as supported by histology and secondary ion mass spectrometry imaging. 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Both magnetic resonance spectroscopy [MRS using chemical shift imaging (CSI) total choline (tCho)] and C-choline positron emission tomography (PET) can probe this pathway, but they have not been compared side by side. In this study, we used the spontaneous murine astrocytoma model SMA560 injected intracranially into syngeneic VM/Dk mice, analyzing animals at various postimplantation time points using dynamic microPET imaging and CSI MRS. We observed an increase in tumor volume and C-choline uptake between days 5 and 18. Similarly, tCho levels decreased at days 5 to 18. We found a negative correlation between the tCho and PET results in the tumor and a positive correlation between the tCho tumor-to-brain ratio and choline uptake in the tumor. PCR results confirmed expected increases in expression levels for most of the transporters and enzymes. Using MRS quantification, a good agreement was found between CSI and C-choline PET data, whereas a negative correlation occurred when CSI was not referenced. Thus, C-choline PET and MRS methods seemed to be complementary in strengths. While advancing tumor proliferation caused an increasing C-choline uptake, gliosis and inflammation potentially accounted for a high peritumoral tCho signal in CSI, as supported by histology and secondary ion mass spectrometry imaging. Our findings provide definitive evidence of the use of MRS, CSI, and PET for imaging tumors in vivo.</description><subject>Animals</subject><subject>Antineoplastic agents</subject><subject>Biological and medical sciences</subject><subject>Brain Neoplasms - diagnostic imaging</subject><subject>Brain Neoplasms - pathology</subject><subject>Disease Models, Animal</subject><subject>Female</subject><subject>Glioma - diagnostic imaging</subject><subject>Glioma - pathology</subject><subject>Magnetic Resonance Spectroscopy - methods</subject><subject>Male</subject><subject>Mass Spectrometry</subject><subject>Medical sciences</subject><subject>Mice</subject><subject>Neurology</subject><subject>Pharmacology. Drug treatments</subject><subject>Positron-Emission Tomography - methods</subject><subject>Tumors</subject><subject>Tumors of the nervous system. 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A</au><au>PICHLER, Bernd J</au><au>SAUTER, Alexander W</au><au>HASENBACH, Kathy</au><au>REISCHL, Gerald</au><au>TABATABAI, Ghazaleh</au><au>QUINTANILLA-MARTINEZ, Leticia</au><au>JIRU, Filip</au><au>CHUGHTAI, Kamila</au><au>KISS, Andras</au><au>CAY, Funda</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multimodal Elucidation of Choline Metabolism in a Murine Glioma Model Using Magnetic Resonance Spectroscopy and 11C-Choline Positron Emission Tomography</atitle><jtitle>Cancer research (Chicago, Ill.)</jtitle><addtitle>Cancer Res</addtitle><date>2013-03-01</date><risdate>2013</risdate><volume>73</volume><issue>5</issue><spage>1470</spage><epage>1480</epage><pages>1470-1480</pages><issn>0008-5472</issn><eissn>1538-7445</eissn><coden>CNREA8</coden><abstract>The metabolites, transporters, and enzymes involved in choline metabolism are regarded as biomarkers for disease progression in a variety of cancers, but their in vivo detection is not ideal. Both magnetic resonance spectroscopy [MRS using chemical shift imaging (CSI) total choline (tCho)] and C-choline positron emission tomography (PET) can probe this pathway, but they have not been compared side by side. In this study, we used the spontaneous murine astrocytoma model SMA560 injected intracranially into syngeneic VM/Dk mice, analyzing animals at various postimplantation time points using dynamic microPET imaging and CSI MRS. We observed an increase in tumor volume and C-choline uptake between days 5 and 18. Similarly, tCho levels decreased at days 5 to 18. We found a negative correlation between the tCho and PET results in the tumor and a positive correlation between the tCho tumor-to-brain ratio and choline uptake in the tumor. PCR results confirmed expected increases in expression levels for most of the transporters and enzymes. Using MRS quantification, a good agreement was found between CSI and C-choline PET data, whereas a negative correlation occurred when CSI was not referenced. Thus, C-choline PET and MRS methods seemed to be complementary in strengths. While advancing tumor proliferation caused an increasing C-choline uptake, gliosis and inflammation potentially accounted for a high peritumoral tCho signal in CSI, as supported by histology and secondary ion mass spectrometry imaging. Our findings provide definitive evidence of the use of MRS, CSI, and PET for imaging tumors in vivo.</abstract><cop>Philadelphia, PA</cop><pub>American Association for Cancer Research</pub><pmid>23345160</pmid><doi>10.1158/0008-5472.can-12-2532</doi><tpages>11</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Animals Antineoplastic agents Biological and medical sciences Brain Neoplasms - diagnostic imaging Brain Neoplasms - pathology Disease Models, Animal Female Glioma - diagnostic imaging Glioma - pathology Magnetic Resonance Spectroscopy - methods Male Mass Spectrometry Medical sciences Mice Neurology Pharmacology. Drug treatments Positron-Emission Tomography - methods Tumors Tumors of the nervous system. Phacomatoses |
title | Multimodal Elucidation of Choline Metabolism in a Murine Glioma Model Using Magnetic Resonance Spectroscopy and 11C-Choline Positron Emission Tomography |
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