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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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 × 10<sup>−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>−<i>FOXM1</i> and its downstream effectors in glycolysis−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 × 10<sup>−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>−<i>FOXM1</i> and its downstream effectors in glycolysis−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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