Journal of Clinical Oncology, Vol 20, Issue 2
(January), 2002: 379-387
© 2002 American Society for Clinical Oncology
Biologic Correlates of 18Fluorodeoxyglucose Uptake in Human Breast Cancer Measured by Positron Emission Tomography
By Reinhard Bos,
Jacobus J.M. van der Hoeven,
Elsken van der Wall,
Petra van der Groep,
Paul J. van Diest,
Emile F.I. Comans,
Urvi Joshi,
Gregg L. Semenza,
Otto S. Hoekstra,
Adriaan A. Lammertsma,
Carla F.M. Molthoff
From the Departments of Pathology, Medical Oncology, and Nuclear Medicine, Positron Emission Tomography Research Center, Vrije Universiteit Medical Center, Amsterdam; Department of Internal Medicine, Amstelveen Hospital, Amstelveen, the Netherlands; and Department of Pediatrics and Medicine, Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD.
Address reprint request to C.F.M. Molthoff, PhD, Vrije Universiteit Medical Center, Positron Emission Tomography Research Center, Department of Nuclear Medicine, PO Box 7057, NL 1007 MB Amsterdam, the Netherlands; email: cfm.molthoff{at}vumc.nl
PURPOSE: Variable uptake of the glucose analog 18fluorodeoxyglucose (FDG) has been noticed in positron emission tomography (PET) studies of breast cancer patients, with low uptake occurring especially in lobular cancer. At present, no satisfactory biologic explanation exists for this phenomenon. This study compared 18FDG uptake in vivo with biomarkers expected to be involved in the underlying biologic mechanisms.
PATIENTS AND METHODS: Preoperative 18FDG-PET scans were performed in 55 patients. 18FDG activity was assessed visually by three observers using a four-point score. Tumor sections were stained by immunohistochemistry for glucose transporter-1 (Glut-1); Hexokinase (HK) I, II, and III; macrophages; hypoxia-inducible factor-1-alfa (HIF-1 ); vascular endothelial growth factor (VEGF165); and microvessels. Mitotic activity index (MAI), amount of necrosis, number of lymphocytes, and tumor cells/volume were assessed.
RESULTS: There were positive correlations between 18FDG uptake and Glut-1 expression (P < .001), MAI (P = .001), amount of necrosis (P = .010), number of tumor cells/volume (P = .009), expression of HK I (P = .019), number of lymphocytes (P = .032), and microvessel density (r = .373; P = .005). HIF-1 , VEGF165, HK II, HK III, and macrophages showed no univariate correlation with 18FDG. In logistic regression, however, HIF-1 and HK II added value to MAI and Glut-1.
CONCLUSION: 18FDG uptake in breast cancer is a function of microvasculature for delivering nutrients, Glut-1 for transportation of 18FDG into the cell, HK for entering 18FDG into glycolysis, number of tumor cells/volume, proliferation rate (also reflected in necrosis), number of lymphocytes (not macrophages), and HIF-1 for upregulating Glut-1. Together, these features explain why breast cancers vary in 18FDG uptake and elucidate the low uptake in lobular breast cancer.
This article has been cited by other articles:

|
 |

|
 |
 
J. Emmering, N. C. Krak, J. J. M. Van der Hoeven, M. D. Spreeuwenberg, J. W. R. Twisk, S. Meijer, H. M. Pinedo, and O. S. Hoekstra
Preoperative [18F] FDG-PET after chemotherapy in locally advanced breast cancer: prognostic value as compared with histopathology
Ann. Onc.,
September 1, 2008;
19(9):
1573 - 1577.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. I. Sharma and T. A.D. Smith
Colorectal Tumor Cells Treated with 5-FU, Oxaliplatin, Irinotecan, and Cetuximab Exhibit Changes in 18F-FDG Incorporation Corresponding to Hexokinase Activity and Glucose Transport
J. Nucl. Med.,
August 1, 2008;
49(8):
1386 - 1394.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. J. Gillies, I. Robey, and R. A. Gatenby
Causes and Consequences of Increased Glucose Metabolism of Cancers
J. Nucl. Med.,
June 1, 2008;
49(Suppl_2):
24S - 42S.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. T. Winnard Jr., A. P. Pathak, S. Dhara, S. Y. Cho, V. Raman, and M. G. Pomper
Molecular Imaging of Metastatic Potential
J. Nucl. Med.,
June 1, 2008;
49(Suppl_2):
96S - 112S.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. Seifeddine, A. Dreiem, E. Blanc, M.-C. Fulchignoni-Lataud, M.-A. L. F. Belda, F. Lecuru, T. H. Mayi, N. Mazure, V. Favaudon, C. Massaad, et al.
Hypoxia Down-regulates CCAAT/Enhancer Binding Protein-{alpha} Expression in Breast Cancer Cells
Cancer Res.,
April 1, 2008;
68(7):
2158 - 2165.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. Ueda, H. Tsuda, H. Asakawa, T. Shigekawa, K. Fukatsu, N. Kondo, M. Yamamoto, Y. Hama, K. Tamura, J. Ishida, et al.
Clinicopathological and Prognostic Relevance of Uptake Level using 18F-fluorodeoxyglucose Positron Emission Tomography/Computed Tomography Fusion Imaging (18F-FDG PET/CT) in Primary Breast Cancer
Jpn. J. Clin. Oncol.,
April 1, 2008;
38(4):
250 - 258.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. Zhang, M. R. Aruva, N. Shanthly, C. A. Cardi, S. Rattan, C. Patel, C. Kim, P. A. McCue, E. Wickstrom, and M. L. Thakur
PET Imaging of VPAC1 Expression in Experimental and Spontaneous Prostate Cancer
J. Nucl. Med.,
January 1, 2008;
49(1):
112 - 121.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
B Vincenzi, A Calvieri, D Santini, V Altomare, and G Tonini
Occasional FDG PET recognition of in situ breast cancer
Ann. Onc.,
September 1, 2007;
18(9):
1584 - 1585.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. A. Mankoff, J. F. Eary, J. M. Link, M. Muzi, J. G. Rajendran, A. M. Spence, and K. A. Krohn
Tumor-Specific Positron Emission Tomography Imaging in Patients: [18F] Fluorodeoxyglucose and Beyond
Clin. Cancer Res.,
June 15, 2007;
13(12):
3460 - 3469.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Tan, D. J. Adelstein, L. A. Rybicki, J. P. Saxton, R. M. Esclamado, B. G. Wood, R. R. Lorenz, M. Strome, and M. A. Carroll
Ability of Positron Emission Tomography to Detect Residual Neck Node Disease in Patients With Head and Neck Squamous Cell Carcinoma After Definitive Chemoradiotherapy
Arch Otolaryngol Head Neck Surg,
May 1, 2007;
133(5):
435 - 440.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. G. Pan and T. W. Mak
Metabolic Targeting as an Anticancer Strategy: Dawn of a New Era?
Sci. Signal.,
April 10, 2007;
2007(381):
pe14 - pe14.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
U Veronesi, C De Cicco, V. Galimberti, J. Fernandez, N Rotmensz, G Viale, G Spano, A Luini, M Intra, P Veronesi, et al.
A comparative study on the value of FDG-PET and sentinel node biopsy to identify occult axillary metastases
Ann. Onc.,
March 1, 2007;
18(3):
473 - 478.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. Rousseau, A. Devillers, C. Sagan, L. Ferrer, B. Bridji, L. Campion, M. Ricaud, E. Bourbouloux, I. Doutriaux, M. Clouet, et al.
Monitoring of Early Response to Neoadjuvant Chemotherapy in Stage II and III Breast Cancer by [18F]Fluorodeoxyglucose Positron Emission Tomography
J. Clin. Oncol.,
December 1, 2006;
24(34):
5366 - 5372.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K S Kimbro and J W Simons
Hypoxia-inducible factor-1 in human breast and prostate cancer.
Endocr. Relat. Cancer,
September 1, 2006;
13(3):
739 - 749.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K.-H. Lee, S.-H. Lee, D.-W. Kim, W. J. Kang, J.-K. Chung, S.-A. Im, T.-Y. Kim, Y. W. Kim, Y.-J. Bang, and D. S. Heo
High fluorodeoxyglucose uptake on positron emission tomography in patients with advanced non-small cell lung cancer on platinum-based combination chemotherapy.
Clin. Cancer Res.,
July 15, 2006;
12(14):
4232 - 4236.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
L. K. Shankar, J. M. Hoffman, S. Bacharach, M. M. Graham, J. Karp, A. A. Lammertsma, S. Larson, D. A. Mankoff, B. A. Siegel, A. Van den Abbeele, et al.
Consensus Recommendations for the Use of 18F-FDG PET as an Indicator of Therapeutic Response in Patients in National Cancer Institute Trials
J. Nucl. Med.,
June 1, 2006;
47(6):
1059 - 1066.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. E. Juweid and B. D. Cheson
Positron-Emission Tomography and Assessment of Cancer Therapy
N. Engl. J. Med.,
February 2, 2006;
354(5):
496 - 507.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. D. Miller, M. Miller, S. Mehrotra, B. Agarwal, B. H. Mock, Q.-H. Zheng, S. Badve, G. D. Hutchins, and G. W. Sledge Jr.
A Physiologic Imaging Pilot Study of Breast Cancer Treated with AZD2171
Clin. Cancer Res.,
January 1, 2006;
12(1):
281 - 288.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
H. W. M. van Laarhoven, L.-F. de Geus-Oei, B. Wiering, J. Lok, M. Rijpkema, J. H. A. M. Kaanders, P. F. M. Krabbe, T. Ruers, C. J. A. Punt, A. J. van der Kogel, et al.
Gadopentetate Dimeglumine and FDG Uptake in Liver Metastases of Colorectal Carcinoma as Determined with MR Imaging and PET
Radiology,
October 1, 2005;
237(1):
181 - 188.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
T. Schroeder, H. Yuan, B. L. Viglianti, C. Peltz, S. Asopa, Z. Vujaskovic, and M. W. Dewhirst
Spatial Heterogeneity and Oxygen Dependence of Glucose Consumption in R3230Ac and Fibrosarcomas of the Fischer 344 Rat
Cancer Res.,
June 15, 2005;
65(12):
5163 - 5171.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. Wells, R. N. Gunn, C. Steel, A. S. Ranicar, F. Brady, S. Osman, T. Jones, and P. Price
2-[11C]Thymidine Positron Emission Tomography Reproducibility in Humans
Clin. Cancer Res.,
June 15, 2005;
11(12):
4341 - 4347.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. Zhao, Y. Kuge, T. Mochizuki, T. Takahashi, K. Nakada, M. Sato, T. Takei, and N. Tamaki
Biologic Correlates of Intratumoral Heterogeneity in 18F-FDG Distribution with Regional Expression of Glucose Transporters and Hexokinase-II in Experimental Tumor
J. Nucl. Med.,
April 1, 2005;
46(4):
675 - 682.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Mayer, M. Hockel, A. Wree, and P. Vaupel
Microregional Expression of Glucose Transporter-1 and Oxygenation Status: Lack of Correlation in Locally Advanced Cervical Cancers
Clin. Cancer Res.,
April 1, 2005;
11(7):
2768 - 2773.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Quon and S. S. Gambhir
FDG-PET and Beyond: Molecular Breast Cancer Imaging
J. Clin. Oncol.,
March 10, 2005;
23(8):
1664 - 1673.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. Sasaki, R. Komaki, H. Macapinlac, J. Erasmus, P. Allen, K. Forster, J. B. Putnam, R. S. Herbst, C. A. Moran, D. A. Podoloff, et al.
[18F]Fluorodeoxyglucose Uptake by Positron Emission Tomography Predicts Outcome of Non-Small-Cell Lung Cancer
J. Clin. Oncol.,
February 20, 2005;
23(6):
1136 - 1143.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. M. Moadel, R. H. Weldon, E. B. Katz, P. Lu, J. Mani, M. Stahl, M. D. Blaufox, R. G. Pestell, M. J. Charron, and E. Dadachova
Positherapy: Targeted Nuclear Therapy of Breast Cancer with 18F-2-Deoxy-2-Fluoro-D-Glucose
Cancer Res.,
February 1, 2005;
65(3):
698 - 702.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
E. L. Rosen, T. G. Turkington, M. S. Soo, J. A. Baker, and R. E. Coleman
Detection of Primary Breast Carcinoma with a Dedicated, Large-Field-of-View FDG PET Mammography Device: Initial Experience
Radiology,
February 1, 2005;
234(2):
527 - 534.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
L. Hooft, A. A. M. van der Veldt, P. J. van Diest, O. S. Hoekstra, J. Berkhof, G. J. J. Teule, and C. F. M. Molthoff
[18F]Fluorodeoxyglucose Uptake in Recurrent Thyroid Cancer Is Related to Hexokinase I Expression in the Primary Tumor
J. Clin. Endocrinol. Metab.,
January 1, 2005;
90(1):
328 - 334.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. L. Schwartz, J. Rajendran, B. Yueh, M. D. Coltrera, M. LeBlanc, J. Eary, and K. Krohn
FDG-PET Prediction of Head and Neck Squamous Cell Cancer Outcomes
Arch Otolaryngol Head Neck Surg,
December 1, 2004;
130(12):
1361 - 1367.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. K. Abbey, A. D. Borowsky, E. T. McGoldrick, J. P. Gregg, J. E. Maglione, R. D. Cardiff, and S. R. Cherry
In vivo positron-emission tomography imaging of progression and transformation in a mouse model of mammary neoplasia
PNAS,
August 3, 2004;
101(31):
11438 - 11443.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. J.M. van der Hoeven, N. C. Krak, O. S. Hoekstra, E. F.I. Comans, R. P.A. Boom, D. van Geldere, S. Meijer, E. van der Wall, J. Buter, H. M. Pinedo, et al.
18F-2-Fluoro-2-Deoxy-D-Glucose Positron Emission Tomography in Staging of Locally Advanced Breast Cancer
J. Clin. Oncol.,
April 1, 2004;
22(7):
1253 - 1259.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. G. Rajendran, D. A. Mankoff, F. O'Sullivan, L. M. Peterson, D. L. Schwartz, E. U. Conrad, A. M. Spence, M. Muzi, D. G. Farwell, and K. A. Krohn
Hypoxia and Glucose Metabolism in Malignant Tumors: Evaluation by [18F]Fluoromisonidazole and [18F]Fluorodeoxyglucose Positron Emission Tomography Imaging
Clin. Cancer Res.,
April 1, 2004;
10(7):
2245 - 2252.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. Maschauer, O. Prante, M. Hoffmann, J. T. Deichen, and T. Kuwert
Characterization of 18F-FDG Uptake in Human Endothelial Cells In Vitro
J. Nucl. Med.,
March 1, 2004;
45(3):
455 - 460.
[Abstract]
[Full Text]
|
 |
|

|
 |

|
 |
 
A. K. Buck and S. N. Reske
Cellular Origin and Molecular Mechanisms of 18F-FDG Uptake: Is There a Contribution of the Endothelium?
J. Nucl. Med.,
March 1, 2004;
45(3):
461 - 463.
[Full Text]
|
 |
|

|
 |

|
 |
 
T.-C. Yen, L.-C. See, C.-H. Lai, C. W. Yah-Huei, K.-K. Ng, S.-Y. Ma, W.-J. Lin, J.-T. Chen, W.-J. Chen, C.-R. Lai, et al.
18F-FDG Uptake in Squamous Cell Carcinoma of the Cervix Is Correlated with Glucose Transporter 1 Expression
J. Nucl. Med.,
January 1, 2004;
45(1):
22 - 29.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
N Raghunand, R A Gatenby, and R J Gillies
Microenvironmental and cellular consequences of altered blood flow in tumours
Br. J. Radiol.,
December 1, 2003;
76(suppl_1):
S11 - S22.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
G J R Cook
Oncological molecular imaging: nuclear medicine techniques
Br. J. Radiol.,
December 1, 2003;
76(suppl_2):
S152 - S158.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. K. Buck, G. Halter, H. Schirrmeister, J. Kotzerke, I. Wurziger, G. Glatting, T. Mattfeldt, B. Neumaier, S. N. Reske, and M. Hetzel
Imaging Proliferation in Lung Tumors with PET: 18F-FLT Versus 18F-FDG
J. Nucl. Med.,
September 1, 2003;
44(9):
1426 - 1431.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. L. Aft, J. S. Lewis, F. Zhang, J. Kim, and M. J. Welch
Enhancing Targeted Radiotherapy by Copper(II)diacetyl- bis(N4-methylthiosemicarbazone) Using 2-Deoxy-D-Glucose
Cancer Res.,
September 1, 2003;
63(17):
5496 - 5504.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. N. Coleman
Linking Radiation Oncology and Imaging through Molecular Biology (or Now That Therapy and Diagnosis Have Separated, It's Time to Get Together Again!)
Radiology,
July 1, 2003;
228(1):
29 - 35.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. A. Mankoff, L. K. Dunnwald, and P. Kinahan
Are We Ready for Dedicated Breast Imaging Approaches?
J. Nucl. Med.,
April 1, 2003;
44(4):
594 - 595.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
B. G.M. Durie, A. D. Waxman, A. D'Agnolo, and C. M. Williams
Whole-Body 18F-FDG PET Identifies High-Risk Myeloma
J. Nucl. Med.,
November 1, 2002;
43(11):
1457 - 1463.
[Abstract]
[Full Text]
[PDF]
|
 |
|
|