Genomic Signature of the Standardized Uptake Value in <sup>18</sup>F-Fluorodeoxyglucose Positron Emission Tomography in Breast Cancer

The standardized uptake value (SUV), an indicator of the degree of glucose uptake in <sup>18</sup>F-fluorodeoxyglucose positron emission tomography (FDG-PET), has been used for predicting the clinical behavior of malignant tumors. However, its characteristics have been insufficiently exp...

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Main Authors: Seon-Kyu Kim, Sung Gwe Ahn, Jeong-Yeon Mun, Mi-So Jeong, Soong June Bae, Ju-Seog Lee, Joon Jeong, Sun-Hee Leem, In-Sun Chu
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/12/2/497
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spelling doaj-80fbc2b4dfd347e4a1c3bda32233710c2020-11-25T02:37:07ZengMDPI AGCancers2072-66942020-02-0112249710.3390/cancers12020497cancers12020497Genomic Signature of the Standardized Uptake Value in <sup>18</sup>F-Fluorodeoxyglucose Positron Emission Tomography in Breast CancerSeon-Kyu Kim0Sung Gwe Ahn1Jeong-Yeon Mun2Mi-So Jeong3Soong June Bae4Ju-Seog Lee5Joon Jeong6Sun-Hee Leem7In-Sun Chu8Personalized Genomic Medicine Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, KoreaDepartment of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, KoreaDepartment of Biological Science, Dong-A University, Busan 49315, KoreaDepartment of Biological Science, Dong-A University, Busan 49315, KoreaDepartment of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, KoreaDepartment of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USADepartment of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, KoreaDepartment of Biological Science, Dong-A University, Busan 49315, KoreaGenome Editing Research Center, KRIBB, Daejeon 34141, KoreaThe standardized uptake value (SUV), an indicator of the degree of glucose uptake in <sup>18</sup>F-fluorodeoxyglucose positron emission tomography (FDG-PET), has been used for predicting the clinical behavior of malignant tumors. However, its characteristics have been insufficiently explored at the genomics level. Here, we aim to identify genomic signatures reflecting prognostic SUV characteristics in breast cancer (BRC). Through integrative genomic profiling of 3710 BRC patients, including 254 patients who underwent preoperative FDG-PET, we identified an SUV signature, which showed independent clinical utility for predicting BRC prognosis (hazard ratio [HR] 1.27, 95% confidence interval [CI] = 1.12 to 1.45, <i>p</i> = 2.23 &#215; 10<sup>&#8722;4</sup>). The risk subgroups classified by the signature exhibited mutually exclusive mutation patterns of <i>TP53</i> and <i>PIK3CA</i> and showed significantly different responsiveness to immunotherapy. Experimental assays revealed that a signaling axis defined by <i>TP53</i>&#8722;<i>FOXM1</i> and its downstream effectors in glycolysis&#8722;gluconeogenesis, including <i>LDHA</i>, might be important mediators in the FDG-PET process. Our molecular characterizations support an understanding of glucose metabolism and poor prognosis in BRC with a high SUV, utilizable in clinical practice to assist other diagnostic tools.https://www.mdpi.com/2072-6694/12/2/497fdg-petbreast cancerglucose metabolismwarburg effectimmune checkpoint inhibitor
collection DOAJ
language English
format Article
sources DOAJ
author Seon-Kyu Kim
Sung Gwe Ahn
Jeong-Yeon Mun
Mi-So Jeong
Soong June Bae
Ju-Seog Lee
Joon Jeong
Sun-Hee Leem
In-Sun Chu
spellingShingle Seon-Kyu Kim
Sung Gwe Ahn
Jeong-Yeon Mun
Mi-So Jeong
Soong June Bae
Ju-Seog Lee
Joon Jeong
Sun-Hee Leem
In-Sun Chu
Genomic Signature of the Standardized Uptake Value in <sup>18</sup>F-Fluorodeoxyglucose Positron Emission Tomography in Breast Cancer
Cancers
fdg-pet
breast cancer
glucose metabolism
warburg effect
immune checkpoint inhibitor
author_facet Seon-Kyu Kim
Sung Gwe Ahn
Jeong-Yeon Mun
Mi-So Jeong
Soong June Bae
Ju-Seog Lee
Joon Jeong
Sun-Hee Leem
In-Sun Chu
author_sort Seon-Kyu Kim
title Genomic Signature of the Standardized Uptake Value in <sup>18</sup>F-Fluorodeoxyglucose Positron Emission Tomography in Breast Cancer
title_short Genomic Signature of the Standardized Uptake Value in <sup>18</sup>F-Fluorodeoxyglucose Positron Emission Tomography in Breast Cancer
title_full Genomic Signature of the Standardized Uptake Value in <sup>18</sup>F-Fluorodeoxyglucose Positron Emission Tomography in Breast Cancer
title_fullStr Genomic Signature of the Standardized Uptake Value in <sup>18</sup>F-Fluorodeoxyglucose Positron Emission Tomography in Breast Cancer
title_full_unstemmed Genomic Signature of the Standardized Uptake Value in <sup>18</sup>F-Fluorodeoxyglucose Positron Emission Tomography in Breast Cancer
title_sort genomic signature of the standardized uptake value in <sup>18</sup>f-fluorodeoxyglucose positron emission tomography in breast cancer
publisher MDPI AG
series Cancers
issn 2072-6694
publishDate 2020-02-01
description The standardized uptake value (SUV), an indicator of the degree of glucose uptake in <sup>18</sup>F-fluorodeoxyglucose positron emission tomography (FDG-PET), has been used for predicting the clinical behavior of malignant tumors. However, its characteristics have been insufficiently explored at the genomics level. Here, we aim to identify genomic signatures reflecting prognostic SUV characteristics in breast cancer (BRC). Through integrative genomic profiling of 3710 BRC patients, including 254 patients who underwent preoperative FDG-PET, we identified an SUV signature, which showed independent clinical utility for predicting BRC prognosis (hazard ratio [HR] 1.27, 95% confidence interval [CI] = 1.12 to 1.45, <i>p</i> = 2.23 &#215; 10<sup>&#8722;4</sup>). The risk subgroups classified by the signature exhibited mutually exclusive mutation patterns of <i>TP53</i> and <i>PIK3CA</i> and showed significantly different responsiveness to immunotherapy. Experimental assays revealed that a signaling axis defined by <i>TP53</i>&#8722;<i>FOXM1</i> and its downstream effectors in glycolysis&#8722;gluconeogenesis, including <i>LDHA</i>, might be important mediators in the FDG-PET process. Our molecular characterizations support an understanding of glucose metabolism and poor prognosis in BRC with a high SUV, utilizable in clinical practice to assist other diagnostic tools.
topic fdg-pet
breast cancer
glucose metabolism
warburg effect
immune checkpoint inhibitor
url https://www.mdpi.com/2072-6694/12/2/497
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