Abstract
Molecular imaging of breast cancer has undoubtedly permitted a substantial development of the overall diagnostic accuracy of this malignancy in the last years. Accurate tumour staging, design of individually suited therapies, response evaluation, early detection of recurrence and distant lesions have also evolved in parallel with the development of novel molecular imaging approaches. In this context, positron emission tomography (PET) can be probably seen as the most interesting molecular imaging technology with straightforward clinical application for such purposes. Dozens of radiotracers for PET imaging of breast cancer have been tested in laboratory animals. However, in this review we shall focus mainly in the smaller group of PET radiopharmaceuticals that have lead through into the clinical setting. PET imaging can be used to target general metabolic phenomena related to tumoural transformation, including glucose metabolism and cell proliferation, but can also be directed to specific hormone receptors that are characteristic of the breast cancer cell. Many other receptors and transport molecules present in the tumour cells could also be of interest for imaging. Furthermore, molecules related with the tumour microenvironment, tumour induced angiogenesis or even hypoxia could also be used as molecular biomarkers for breast cancer imaging.
1. Introduction
PET is a molecular imaging modality in which compounds labelled with positron emitting radioisotopes are used to measure biological processes with only trace amounts of the radiolabelled probes. Molecules labelled with positron-emitting radionuclides are retained in tissues as a result of binding to a receptor, or cell entrapment owing to enzyme-catalyzed conversion after uptake by a cell membrane transporter. Tomographic images of the distribution of the radioactivity within the body can be generated and quantitatively evaluated by coincidence detection of the gamma rays resulting from the mutual annihilation of a positron emitted by the radionuclide and an electron of a nearby atom.
PET radiotracers are molecular probes that can be designed and synthesized to target very many different molecular and cellular events. In the specific case of breast cancer, there is a wide panoply of specific and general targets one could think about. However, being there a great number of molecules labelled with different positron emitting radionuclides (see Table 1) that have been synthesised and tested in vivo in laboratory animals, only a few of them have lead through into the clinical setting. In this review, we shall focus mainly in this smaller group of radiotracers. Papers focused in PET biomarkers for pre-clinical studies can be found elsewhere.
Table 1.
Isotope | Half life | Maximum positron energy (MeV) | Branching ratio (%) |
---|---|---|---|
Carbon-11 | 20 min | 0.96 | ~100 |
Fluorine-18 | 110 min | 0.63 | ~100 |
Copper-64 | 12.7 h | 0.58 | ~19 |
Gallium-68 | 68 min | 1.89 | ~88 |
Bromine-76 | 16.2 h | 3.94 | ~100 |
Zirconium-89 | 3.26 days | 0.89 | ~23 |
Iodine-124 | 4.2 days | 2.135 | ~23 |
2. Glucose Metabolism
Although the number of PET tracers synthesised and tested in vivo largely exceeds 300, only a fraction has been used in humans. In addition, probably more than 90% of the clinical PET studies are performed with the analogue of glucose 2-[18F]-fluoro-2-deoxy-D-glucose (FDG). Uptake and metabolism of FDG within tumour cells is higher than in normal tissue because of increased glycolysis. The incorporation of FDG to the neoplastic cells is favoured by the increase of glucose membrane transporters (GLUTs) which are overexpressed in breast cancer due to the activation of their genes. FDG is phosphorylated to FDG-6-phosphate by hexokinase-1, which also has increased activity in tumour cells due both to genetic and allosteric modifications. Therefore, the detected concentration of labelled FDG is proportional to the uptake and metabolism of glucose.
In patients with breast cancer, FDG PET/CT results in improved sensitivity for the detection of both lymph node infiltration and distant metastases compared to conventional imaging techniques [1]. Therefore, FDG PET/CT offers clinically relevant information on the staging of patients with breast cancer, has prognostic value, and enables the assessment of therapeutic response and relapse. The development of PET scanners dedicated to breast (positron emission mammography) has improved spatial resolution and sensitivity, allowing its clinical application in the study of the primary tumour [2].
Tumour uptake of FDG is variable and depends not only on tumour size, but also on the histological type and histological grade. The hormone receptor status and other immunohistochemical factors with prognostic value are also relevant, such as p53 and Ki-67 expression. FDG uptake is higher in ductal carcinoma than in lobular carcinoma and in patients with poor prognostic features as high grade and hormone receptor negativity [3].
Regarding nodal staging, when FDG PET/CT shows axillary uptake, the positive predictive value of metastatic infiltration is greater than 95%. Despite these findings, lymph node uptake should always be confirmed due to the low specificity of FDG. In addition, FDG PET/CT can show disease not detected by conventional imaging techniques in internal mammary chain and mediastinum [4] (Figure 1). However, when there is no FDG uptake in the axilla, given the low sensitivity due to limitations in detecting lymph node micrometastasis and very small tumours, axillary sentinel lymph node biopsy should be performed for a correct staging [5].
FDG PET/CT contributes significantly both in defining the extent of disease and the choice of appropriate therapy in patients with advanced tumours (Figure 2). FDG PET/CT allows early assessment of therapeutic response in patients receiving neoadjuvant therapy, for evaluation of response to new biotherapies and for prediction of outcome [6].
FDG PET/CT is superior to CT in the diagnosis of tumour recurrence in patients with elevated tumour markers, both in sensitivity, specificity, and overall accuracy, with changes in clinical management in 50% of patients [7].
3. Proliferation
One of the main hallmarks of tumour cells is their ability to sustain chronic proliferation, which represents a key target in the scene of the new anticancer therapeutic agents [8]. The study of the proliferation rate is important not only in the initial staging and characterization of the tumour, but also in the assessment of response, both at an early stage (Figure 3) during the initial treatment schedule—as a way to predict the clinical outcome—or at the end of the treatment.
Back to 1998, Shields et al. [9] developed and tested 3′-deoxy-3′-[18F]fluorothymidine (18FLT) as a biomarker for in vivo imaging of cell proliferation, demonstrating that it was resistant to degradation in vivo, retained in proliferating tissues by the action of thymidine kinase 1 and produced high-contrast images of normal marrow and tumours.
Although 18FLT is not a routine tool in the clinical practice in breast cancer, it may play an important role in the staging, monitoring, and prediction of response to therapy agents [10]. Moreover, 18FLT strongly correlates with the immunohistochemical proliferation index ki-67 [11]. 18FLT-PET can be of value as an early response predictor for different chemotherapeutic agents. In a prospective study in 20 patients with stages II–IV breast cancer under docetaxel treatment, Contractor et al. [12] aimed to establish biomarkers indicating clinical response to taxanes. Patients underwent a baseline dynamic 18FLT-PET scan followed by a scan 2 weeks after initiating the first or second cycle of docetaxel. 18FLT-derived PET variables were compared with anatomic response after 3 cycles and concluded that changes in tumour proliferation assessed by 18FLT early after initiating docetaxel chemotherapy could predict lesion response with good sensitivity. Furthermore, Kenny et al. [13] demonstrated that 18FLT can detect changes in breast cancer proliferation as early as at 1 week after 5-fluorouracil, epirubicin, and cyclophosphamide therapy. Decreases in the irreversible trapping constant and the standardized uptake value (SUV) at 1 week discriminated between clinical response and stable disease. In an effort to find simplified valuable 18FLT-PET uptake measures, Lubberink et al. [14] studied with a dynamic 18FLT-PET scan 15 patients with locally advanced breast cancer both prior to and after the first cycle of chemotherapy with fluorouracil, epirubicin or doxorubicin, and cyclophosphamide. The authors concluded that tumour-to-whole blood ratio may be preferred to SUV as a simplified measure for monitoring response.
4. Hypoxia
Another important hallmark of cancer disease is hypoxia. This microenvironmental factor facilitates the metastasic spread and is related to poor response to radiation, chemotherapy, genetic instability, and selection for resistance to apoptosis due to its effect on various metabolic, molecular-genetic, and pathophysiologic adaptive processes.
Tumour hypoxia is a condition of insufficient O2 to support metabolism and occurs when tumour outgrows its vascularity supply. It has been identified as one of major independent prognostic factors influencing response to therapy and overall survival in many malignancies, including breast cancer [15, 16].
The occurrence of hypoxia in human tumours has in most cases been inferred from histologic findings and from evidence of hypoxia in animal tumour studies. In vivo demonstration of hypoxia required tissue measurements with oxygen electrodes and the invasiveness of this technique has limited its applications. Consequently, there has been a growing impetus to develop noninvasive imaging methods to detect and assess tumour hypoxia.
The first clinical studies to image hypoxia using PET were based on halogenated tracers of 2-nitroimidazoles, such as [18F]fluoromisonidazole (18FMISO) [17]. This compound diffuses through cell membranes and when tissular pO2 is below 10 mm Hg becomes reduced in viable cells by nitroreductase and once reduced is accumulated intracellularly. Two to four hours after injection, the retention is considered to be specific to cellular hypoxia (Figure 4).
Antiangiogenic therapy has been thought to hold significant potential for the treatment of cancer. However, in the specific case of breast cancer, new research using preclinical models suggests that antiangiogenic agents actually increase invasive and metastatic properties of breast cancer cells by augmenting the population of cancer stem cells by generating intratumoural hypoxia [18]. Albeit no results from human studies have been reported, PET imaging of hypoxia could help shed some light on this cutting-edge story.
Although there are not many published papers on 18FMISO in breast cancer, its utility has been well established in other tumours, such as glioblastoma multiforme, rectal, lung and head and neck carcinomas [19].
Rajendran et al. [20] compared the glucose metabolism (FDG-PET) and hypoxia (18FMISO-PET) in four different types of tumours, including seven patients with breast cancer. They concluded that although hypoxia is a general factor affecting glucose metabolism, some tumours can have modest glucose metabolism, whereas some highly metabolic tumours are not hypoxic, showing discordance in tracer uptake that can be tumour-type-specific.
5. Radiolabelled Choline Derivatives
Transformation from choline to phosphocholine increases with malignant transformation and progression of mammary epithelial cells in vitro. Furthermore, increase in phosphocholine can be attributed to expression of the enzyme choline kinase-α. It is also important to consider that both choline kinase activity and cellular phosphocholine levels are regulated by the growth factor receptor-MAPK pathway, the same one that modulates estrogen-independent growth [21].
Once the fundamentals for the use of N-[11C]methyl-choline (11C-choline) were established, Contractor et al. [22] showed that breast tumours were well visualized in 30 of 32 patients with good tumour background ratios, albeit surprisingly a poor association was found with tumour size, estrogen receptor, progesterone receptor, human epidermal growth factor receptor-2, Ki-67, and nodal status.
Albeit the exact biological mechanism of increased 11C-choline uptake in certain tumours is unknown, choline is required for membrane synthesis in actively proliferating cells. Consequently, it could be hypothesized that 11C-choline uptake should be higher in cells undergoing proliferation. More recently, the same group [23] has demonstrated in a set of 21 patients with estrogen receptor positive breast cancer that choline metabolism assessed by 11C-choline PET and proliferation determined by 18FLT-PET were correlated in ER-positive breast cancer, concluding that high 11C-choline uptake is a measure of cellular proliferation in this setting.
Regarding the use of fluorine labelled choline derivatives in diagnosis of breast cancer, no reports can be found in the literature, apart from an incidental finding in a male patient with elevated PSA levels that was studied by 18F-fluorocholine PET for possible diagnosis of prostate cancer [24]. PET/CT images revealed focal uptake in the left breast that was found by biopsy to be an invasive ductal breast carcinoma. Prostate biopsy also revealed prostate cancer corresponding to an area of increased prostatic 18F-fluorocholine uptake.
6. Estrogen Receptors
Endocrine therapy targeting steroid receptors remains the most effective form of systemic therapy in breast cancer. Thus, receptor ligands such as fluorine-labelled estradiol offer the possibility to study the presence of estrogen receptors (ER) in both primary and tumour metastasis, and may be a useful tool in the therapeutic management and prognostic evaluation of breast cancer.
Already back to 1988, Mintun et al. [25] pioneered in vivo molecular imaging of breast cancer with PET using the estrogen receptor ligand 16α-[18F]-fluoro-17β-estradiol (18F-FES) in a set of 13 patients with primary breast tumours. They found an excellent correlation between uptake of 18F-FES and estrogen-receptor concentration measured in vitro after excision of the lesions.
Nowadays, whole-body PET with 18F-FES can be seen as a unique method to noninvasively obtain molecular information of ER expression. No other procedure can provide information on a whole body basis of the ER status in metastasic breast cancer. It is well known that ER expression at metastasic sites might not be the same as the ER expression at the primary disease due to relatively common phenotypic changes. In any case, loss of ER expression is more common than gain of ER expression.
Many different studies have shown that 18F-FES PET can reliably detect ER-positive tumour lesions and that 18F-FES uptake correlates with ER expression as measured by immunohistochemical methods. Furthermore, low 18F-FES uptake has been reported to be a strong predictor for failure of antihormonal therapy. For a comprehensive review of 18F-FES PET, see [26] and references therein.
Imaging ER expression by PET can be used to identify, characterize, and follow treatment response to multiple lesions in the same patient. 18F-FES PET also has great potential for evaluating ER activity in metastasic breast cancer, in which patients have many bone lesions that are difficult to biopsy and prone to false-negative ER by immunohistochemistry [27].
Kurland et al. [28] have recently analysed between-patient and within-patient variability in ER binding by 18F-FES-PET and have shown that both 18F-FES uptake and the 18F-FES/FDG ratio varied greatly between patients but were usually consistent across lesions in the same scan. These results seem to provide a reasonable summary of some kind of “synchronous ER expression” for most patients. However, imaging the entire disease burden remains important to identify the subset of patients with mixed uptake, who may be at a critical point in their disease evolution. These results are also supported by van Kruchten et al. [29] that have shown whole-body imaging of ER expression with 18F-FES-PET as a very valuable additional diagnostic tool when standard workup is inconclusive. With the exception of liver metastases, 18F-FES PET can be used to support therapy decisions by improving diagnostic understanding and providing information on ER status of tumour lesions.
In a very thorough study with 312 18F-FES-PET scans in 239 patients with documented ER positive primary breast cancer, Peterson et al. [30] demonstrated that 18F-FES imaging protocols may be simplified without sacrificing the validity of the results, as calculation of 18F-FES SUV should be sufficient to assess tracer uptake for the purpose of inferring ER expression.
7. Progesterone Receptors
Hormone-sensitive breast cancer is less aggressive than hormone-resistant disease; hormone-sensitive disease occurs more commonly in postmenopausal women and is characterized by longer disease-free and overall survival.
The presence of the progesterone receptor (PR) increases the likelihood of hormone responsiveness, while progesterone receptor-negative tumours are less responsive to therapy, perhaps suggesting that PR may be necessary for adequate therapeutic outcome. Furthermore, the cross-relationship between estrogen and progesterone receptors—being the former a key transcription factor for the activation of the latter—could suggest that the estrogen response pathway may not be functional in these tumours. In this scenario, noninvasive detection and quantification of PR positive or PR negative lesions would be of enormous value, especially considering that discordance of hormone receptor status between the primary tumour and metastatic disease is not uncommon. This difference may influence patient prognosis and response to therapy. Dehdashti et al. [31] have recently used in humans for the first time a fluorine-18-labelled PR-specific ligand and shown that it can be used to assess the PR status of individual breast cancer lesions. However, no significant correlation was demonstrated between the SUVmax and distribution volume ratio for the tracer uptake and receptor status, likely because of small sample size.
8. Radiolabelled Derivatives of P-Glycoprotein Substrates and Inhibitors
Resistance to multiple chemically different drugs is a well-known phenomenon in oncology. Even though the exact cause remains elusive and is multifactorial, membrane proteins that actively remove drugs from the cell are known to play a relevant role.
The best characterized of such drug-resistance proteins is P-glycoprotein (Pgp) (also known as multidrug-resistance protein 1 and ABCB1), a member of the ATP-binding cassette transporters family, which transports substrates across the cell membrane in different conditions. Another relevant member of this family is the breast cancer resistance protein (BCRP, also known as ABCG2). Several PET radiotracers for visualization of Pgp have been described so far [32–36] including carbon-11- and fluorine-18-labelled derivatives of Pgp substrates such as verapamil or loperamide and Pgp inhibitors such as elacridar and tariquidar. The former permit in vivo visualization of Pgp function, while the latter can be understood as surrogate markers of Pgp expression levels.
In any case, few Pgp-directed PET tracers have been used in the clinical setting in humans, being probably the paper by Kurdziel et al. [37] describing the human dosimetry and tumour distribution of 18F-fluoropaclitaxel in breast cancer patients one of the more recent reports. These authors show that, albeit in a very small series with only three patients, tumour accumulation of the radiotracer could be detected in all cases and that 18F-fluoropaclitaxel distribution could be used as a surrogate biomarker for paclitaxel and potentially other chemotherapeutic agents.
9. Integrin Ligands
Integrins are obligate heterodimeric proteins involved in cell-cell interaction, interaction of cells with the extracellular matrix, signal transmission, and apoptosis. They are key components of the cell machinery involved in cell signalling, shape, and motility and are part of the complex transduction mechanisms that permit cells to be aware of the changes in their surrounding environment and also participate in the communication of the intracellular changes to the outside.
The α v β 3/5 subclasses of the integrin family are of particular interest as they are upregulated in tumour neovasculature and on several types of tumour cells (including breast cancer), making them a potentially valuable diagnostic tool. Furthermore, an association between expression of α v β 3/5 and relapse-free survival in breast cancer has been reported [38], suggesting a prognostic value of imaging such receptors.
Integrin α v β 3 has been demonstrated to be involved in tumour transformation, angiogenesis, local invasiveness, and metastatic potential. A number of different positron emitter-labelled ligands have been developed to image integrins, and some have already been used in breast cancer patients. Among them, arginine-glycine-aspartic acid (RGD) peptide ligands have high affinity for these integrins and can be radiolabeled for PET imaging of angiogenesis or tumour development [39].
The ability to noninvasively visualize and quantify α v β 3 integrin expression via RGD will provide new opportunities to document tumour integrin levels, more appropriately select patients who are candidates for antiangiogenic treatment and monitor treatment effectiveness in patients with integrin-positive findings.
Back to 2008, Beer et al. [40] reported the use of 18F-Galacto-RGD in a group of 16 breast cancer patients and demonstrated tracer uptake in all primary tumour lesions and metastases (Figure 5) although 18F-Galacto-RGD uptake in the lesions was very heterogeneous in all cases, suggesting elevated but widely varying levels of α v β 3 expression in human breast cancer. Immunohistochemical analysis revealed that the detected signal represented a mixture of tracer binding on neovasculature and on tumour cells.
More recently, Kenny et al. [41] have used the cyclic peptide-polymer conjugate 18F-fluciclatide (18F-AH111585), an aminooxy-functionalized double-bridged RGD derivative with optimized stability. 18F-fluciclatide could be used to detect primary and metastatic breast cancer lesions and could be of value for imaging tumours and for pharmacodynamic monitoring of antiangiogenic therapies. In any case, tumour uptake largely varied among individuals and different tumour types, and even between tumours of the same type within one patient. Tomasi et al. [42] have focused on the best quantification approach to analyse the kinetics of 18F-fluciclatide in breast cancer patients.
Other RGD-derived radioligands based on the dimeric RGD moiety such as [18F]FPPRGD2 have also been recently tested in humans [43]. In addition, a quite large number of different derivatives targeted to image the expression of α v β 3 integrin have been developed in the last years and tested in vivo in small animals, including some very promising gallium-68 labelled RGD peptides [44].
10. Monoclonal Antibodies
Immuno-PET has largely been seen as an exciting option for better understanding the in vivo behaviour and efficacy of monoclonal antibodies (mAbs) in individual patients. Very many papers have been written to describe the benefits of these visible magic-bullet approach—see [45, 46] and references therein—, and many radiolabelled antibodies and derivatives have been used for small animal imaging.
For labelling intact antibodies with a low-clearance kinetics, longer-lived radioisotopes such as zirconium-89 or iodine-124 are the election of choice, while for radiolabelling mAbs fragments or constructs (minibodies, affibodies, diabodies, etc.) which are more rapidly cleared from the body, shorter-lived positron emitters such as gallium-68 or copper-64 might be ideally suited.
Currently, 12 mAbs have been approved by the FDA for the treatment of cancer, all being intact mAbs [47]. Seven of the mAbs have been approved for the treatment of hematological malignancies, and five for the therapy of solid tumours [48]. However, it has only been very recently that several crucial concurrent achievements have been obtained to allow broad-scale application of (mainly) 89Zr-immuno-PET in clinical mAb development and applications. The aforementioned advances are related with the production and commercial availability of 89Zr for clinical use and the development of chelates for facile and stable coupling of 89Zr to mAbs.
Overexpression of HER2/neu in breast cancer is correlated with a poor prognosis. It may vary between primary tumours and metastatic lesions and change during the treatment. Therefore, there is a need for a new means to assess HER2/neu expression in vivo. A 68Ga-labeled HER2 derivative affibody has been used to monitor HER2/neu expression in breast cancer xenografts [49] and preliminary results suggest that it could be sensitive enough to detect different levels of HER2/neu expression in vivo. The mAb trastuzumab targets the human epidermal growth factor receptor kinase (ERBB or HER) signaling network and has a history as a therapeutic for metastatic or adjuvant treatment of oncological disease. Upregulation of the ERB2 (HER2/neu) receptor has been associated with metastasis and poor prognosis in many cancers, including breast cancer. Specifically, HER receptors stimulate growth and regulate survival and differentiation. Because of variable HER2/neu receptor expression over time, noninvasive and dynamic measurement methods would be ideal for monitoring potential treatment and disease prognosis.
However, there is only one paper published so far describing the use of immuno-PET in humans and just in fourteen patients [50] and an additional case report [51], but it concludes that PET scanning after administration of 89Zr-trastuzumab allows visualization and quantification of uptake in HER2-positive lesions in patients with metastatic breast cancer. The PET images obtained with 89Zr-trastuzumab revealed high spatial resolution and a good signal-to-noise ratio. Excellent tumour uptake and visualization of HER2-positive metastatic liver, lung, bone, and brain tumour lesions were obtained. 89Zr-trastuzumab PET visualized bony metastatic disease. These early studies show great promise for the potential of 89Zr-trastuzumab in immuno-PET.
11. Exotic Sugar-Like Tracers
A number of different tracers targeting diverse cellular biochemical mechanisms involved in breast cancer have been developed, synthesised, and tested in breast cancer xenograft models. Although an exhaustive list is well beyond the scope of this paper, it is worth citing a couple of very recent articles describing the use of sugar-like derivatives as alternatives to FDG for tumour imaging: a fluorine-18-labelled inositol derivative [52] and a fluorine-18-labelled fructose derivative used to image GLUT5 transporter [53].
References
- 1.Garami Z, Hascsi Z, Varga J, Dinya T, Tanyi M, Garai I, et al. The value of 18-FDG PET/CT in early-stage breast cancer compared to traditional diagnostic modalities with an emphasis on changes in disease stage designation and treatment plan. European Journal of Surgical Oncology. 2012;38(1):31–37. doi: 10.1016/j.ejso.2011.09.002. [DOI] [PubMed] [Google Scholar]
- 2.Narayanan D, Madsen KS, Kalinyak JE, Berg WA. Interpretation of positron emission mammography and MRI by experienced breast imaging radiologists: performance and observer reproducibility. American Journal of Roentgenology. 2011;196(4):971–981. doi: 10.2214/AJR.10.5081. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Groheux D, Giacchetti S, Moretti JL, et al. Correlation of high 18F-FDG uptake to clinical, pathological and biological prognostic factors in breast cancer. European Journal of Nuclear Medicine and Molecular Imaging. 2011;38(3):426–435. doi: 10.1007/s00259-010-1640-9. [DOI] [PubMed] [Google Scholar]
- 4.Zornoza G, Gaŕcia-Velloso MJ, Sola J, Regueira FM, Pina L, Beorlegui C. 18F-FDG PET complemented with sentinel lymph node biopsy in the detection of axillary involvement in breast cancer. European Journal of Surgical Oncology. 2004;30(1):15–19. doi: 10.1016/j.ejso.2003.10.010. [DOI] [PubMed] [Google Scholar]
- 5.Cooper KL, Meng Y, Harnan S, et al. Positron emission tomography (PET) and magnetic resonance imaging (MRI) for the assessment of axillary lymph node metastases in early breast cancer: systematic review and economic evaluation. Health Technology Assessment. 2011;15(4):1–134. doi: 10.3310/hta15040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Dunnwald LK, Doot RK, Specht JM, et al. PET tumor metabolism in locally advanced breast cancer patients undergoing neoadjuvant chemotherapy: value of static versus kinetic measures of fluorodeoxyglucose uptake. Clinical Cancer Research. 2011;17(8):2400–2409. doi: 10.1158/1078-0432.CCR-10-2649. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Filippi V, Malamitsi J, Vlachou F, et al. The impact of FDG-PET/CT on the management of breast cancer patients with elevated tumor markers and negative or equivocal conventional imaging modalities. Nuclear Medicine Communications. 2011;32(2):85–90. doi: 10.1097/MNM.0b013e328341c898. [DOI] [PubMed] [Google Scholar]
- 8.Hanahan D, Weinberg RA. Hallmarks of cancer: the next generation. Cell. 2011;144(5):646–674. doi: 10.1016/j.cell.2011.02.013. [DOI] [PubMed] [Google Scholar]
- 9.Shields AF, Grierson JR, Dohmen BM, et al. Imaging proliferation in vivo with [F-18]FLT and positron emission tomography. Nature Medicine. 1998;4(11):1334–1336. doi: 10.1038/3337. [DOI] [PubMed] [Google Scholar]
- 10.Been LB, Elsinga PH, de Vries J, et al. Positron emission tomography in patients with breast cancer using 18F-3′-deoxy-3′-fluoro-L-thymidine (18F-FLT)—a pilot study. European Journal of Surgical Oncology. 2006;32(1):39–43. doi: 10.1016/j.ejso.2005.09.011. [DOI] [PubMed] [Google Scholar]
- 11.Vesselle H, Grierson J, Muzi M, et al. In vivo validation of 3′deoxy-3′-[18F]fluorothymidine ([18F]FLT) as a proliferation imaging tracer in humans: correlation of [18F]FLT uptake by positron emission tomography with Ki-67 immunohistochemistry and flow cytometry in human lung tumors. Clinical Cancer Research. 2002;8(11):3315–3323. [PubMed] [Google Scholar]
- 12.Contractor KB, Kenny LM, Stebbing J, Rosso L, Ahmad R, Jacob J, et al. 18F]-3′deoxy-3′-fluorothymidine positron emission tomography and breast cancer response to docetaxel. Clinical Cancer Research. 2011;17(24):7664–7672. doi: 10.1158/1078-0432.CCR-11-0783. [DOI] [PubMed] [Google Scholar]
- 13.Kenny L, Coombes RC, Vigushin DM, Al-Nahhas A, Shousha S, Aboagye EO. Imaging early changes in proliferation at 1 week post chemotherapy: a pilot study in breast cancer patients with 3′-deoxy-3′-[ 18F]fluorothymidine positron emission tomography. European Journal of Nuclear Medicine and Molecular Imaging. 2007;34(9):1339–1347. doi: 10.1007/s00259-007-0379-4. [DOI] [PubMed] [Google Scholar]
- 14.Lubberink M, Direcks W, Emmering J, van Tinteren H, Hoekstra OS, van der Hoeven JJ, et al. Validity of simplified 3′-deoxy-3′-[(18)F]fluorothymidine uptake measures for monitoring response to chemotherapy in locally advanced breastcancer. doi: 10.1007/s11307-012-0547-1. Molecular Imaging and Biology. In press. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Hussain SA, Ganesan R, Reynolds G, et al. Hypoxia-regulated carbonic anhydrase IX expression is associated with poor survival in patients with invasive breast cancer. British Journal of Cancer. 2007;96(1):104–109. doi: 10.1038/sj.bjc.6603530. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Mikhaylova M, Mori N, Wildes FB, Walczak P, Gimi B, Bhujwalla ZM. Hypoxia increases breast cancer cell-induced lymphatic endothelial cell migration. Neoplasia. 2008;10(4):380–388. doi: 10.1593/neo.07854. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Valk PE, Mathis CA, Prados MD, Gilbert JC, Budinger TF. Hypoxia in human gliomas: demonstration by PET with fluorine-18- fluoromisonidazole. Journal of Nuclear Medicine. 1992;33(12):2133–2137. [PubMed] [Google Scholar]
- 18.Conley SJ, Gheordunescu E, Kakarala P, Newman B, Korkaya H, Heath AN, et al. Antiangiogenic agents increase breast cancer stem cells via the generation of tumor hypoxia. Proceedings of the National Academy of Sciences of the United States of America. 2012;109(8):2784–2789. doi: 10.1073/pnas.1018866109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Laking G, Price P. Radionuclide imaging of perfusion and hypoxia. European Journal of Nuclear Medicine and Molecular Imaging. 2010;37(supplement 1):S20–S29. doi: 10.1007/s00259-010-1453-x. [DOI] [PubMed] [Google Scholar]
- 20.Rajendran JG, Mankoff DA, O’Sullivan F, et al. Hypoxia and glucose metabolism in malignant tumors: evaluation by [ 18F]fluoromisonidazole and [18F]]fluorodeoxyglucose positron emission tomography imaging. Clinical Cancer Research. 2004;10(7):2245–2252. doi: 10.1158/1078-0432.ccr-0688-3. [DOI] [PubMed] [Google Scholar]
- 21.de Molina AR, Báñez-Coronel M, Gutiérrez R, et al. Choline kinase activation is a critical requirement for the proliferation of primary human mammary epithelial cells and breast tumor progression. Cancer Research. 2004;64(18):6732–6739. doi: 10.1158/0008-5472.CAN-04-0489. [DOI] [PubMed] [Google Scholar]
- 22.Contractor KB, Kenny LM, Stebbing J, et al. [11C]choline positron emission tomography in estrogen receptor-positive breast cancer. Clinical Cancer Research. 2009;15(17):5503–5510. doi: 10.1158/1078-0432.CCR-09-0666. [DOI] [PubMed] [Google Scholar]
- 23.Contractor KB, Kenny LM, Stebbing J, Challapalli A, Al-Nahhas A, Palmieri C, et al. Biological basis of [(1)(1)C]choline-positron emission tomography in patients with breast cancer: comparison with [(1)(8)F]fluorothymidine positron emission tomography. Nuclear Medicine Communications. 2011;32(11):997–1004. doi: 10.1097/MNM.0b013e328349567b. [DOI] [PubMed] [Google Scholar]
- 24.Kwee SA, Coel MN. Detection of synchronous primary breast and prostate cancer by F-18 fluorocholine PET/CT. Clinical Nuclear Medicine. 2010;35(2):128–129. doi: 10.1097/RLU.0b013e3181c7c019. [DOI] [PubMed] [Google Scholar]
- 25.Mintun MA, Welch MJ, Siegel BA, et al. Breast cancer: PET imaging of estrogen receptors. Radiology. 1988;169(1):45–48. doi: 10.1148/radiology.169.1.3262228. [DOI] [PubMed] [Google Scholar]
- 26.Sundararajan L, Linden HM, Link JM, Krohn KA, Mankoff DA. 18F-Fluoroestradiol. Seminars in Nuclear Medicine. 2007;37(6):470–476. doi: 10.1053/j.semnuclmed.2007.08.003. [DOI] [PubMed] [Google Scholar]
- 27.Hoefnagel LDC, van de Vijver MJ, van Slooten HJ, et al. Receptor conversion in distant breast cancer metastases. Breast Cancer Research. 2010;12(5, article R75) doi: 10.1186/bcr2645. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Kurland BF, Peterson LM, Lee JH, Linden HM, Schubert EK, Dunnwald LK, et al. Between-patient and within-patient (site-to-site) variability in estrogen receptor binding, measured in vivo by 18F-fluoroestradiol PET. Journal of Nuclear Medicine. 2011;52(10):1541–1549. doi: 10.2967/jnumed.111.091439. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.van Kruchten M, Glaudemans AW, de Vries EF, Beets-Tan RG, Schroder CP, Dierckx RA, et al. PET imaging of estrogen receptors as a diagnostic tool for breast cancer patients presenting with a clinical dilemma. Journal of Nuclear Medicine. 2012;53(2):182–190. doi: 10.2967/jnumed.111.092734. [DOI] [PubMed] [Google Scholar]
- 30.Peterson LM, Kurland BF, Link JM, et al. Factors influencing the uptake of 18F-fluoroestradiol in patients with estrogen receptor positive breast cancer. Nuclear Medicine and Biology. 2011;38(7):969–978. doi: 10.1016/j.nucmedbio.2011.03.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Dehdashti F, Laforest R, Gao F, Aft RL, Dence CS, Zhou D, et al. Assessment of progesterone receptors in breast carcinoma by PET with 21-18F-fluoro-16alpha, 17alpha-[(R)-(1′-alpha-furylmethylidene)dioxy]-19-norpregn- 4-ene-3, 20-dione. Journal of Nuclear Medicine. 2012;53(3):363–370. doi: 10.2967/jnumed.111.098319. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Kumata K, Ogawa M, Takei M, Fujinaga M, Yoshida Y, Nengaki N, et al. Radiosynthesis of [13N]dantrolene, a positron emission tomography probe for breast cancer resistant protein, using no-carrier-added [13N]ammonia. Bioorganic and Medicinal Chemistry. 2012;20(1):305–310. doi: 10.1016/j.bmc.2011.10.077. [DOI] [PubMed] [Google Scholar]
- 33.Tournier N, Valette H, Peyronneau MA, et al. Transport of selected PET radiotracers by human P-glycoprotein (ABCB1) and breast cancer resistance protein (ABCG2): an in vitro screening. Journal of Nuclear Medicine. 2011;52(3):415–423. doi: 10.2967/jnumed.110.079608. [DOI] [PubMed] [Google Scholar]
- 34.Kawamura K, Yamasaki T, Konno F, et al. Synthesis and in vivo evaluation of 18F-fluoroethyl GF120918 and XR9576 as positron emission tomography probes for assessing the function of drug efflux transporters. Bioorganic and Medicinal Chemistry. 2011;19(2):861–870. doi: 10.1016/j.bmc.2010.12.004. [DOI] [PubMed] [Google Scholar]
- 35.Bauer F, Kuntner C, Bankstahl JP, et al. Synthesis and in vivo evaluation of [11C]tariquidar, a positron emission tomography radiotracer based on a third-generation P-glycoprotein inhibitor. Bioorganic and Medicinal Chemistry. 2010;18(15):5489–5497. doi: 10.1016/j.bmc.2010.06.057. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Dörner B, Kuntner C, Bankstahl JP, et al. Radiosynthesis and in vivo evaluation of 1-[18F]fluoroelacridar as a positron emission tomography tracer for P-glycoprotein and breast cancer resistance protein. Bioorganic and Medicinal Chemistry. 2011;19(7):2190–2198. doi: 10.1016/j.bmc.2011.02.039. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Kurdziel KA, Kalen JD, Hirsch JI, Wilson JD, Bear HD, Logan J, et al. Human dosimetry and preliminary tumor distribution of 18F-fluoropaclitaxel in healthy volunteers and newly diagnosed breast cancer patients using PET/CT. Journal of Nuclear Medicine. 2011;52(9):1339–1345. doi: 10.2967/jnumed.111.091587. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Gasparini G, Brooks PC, Biganzoli E, et al. Vascular integrin α(v)β3: a new prognostic indicator in breast cancer. Clinical Cancer Research. 1998;4(11):2625–2634. [PubMed] [Google Scholar]
- 39.Beer AJ, Kessler H, Wester HJ, Schwaiger M. PET imaging of integrin αVβ3 expression. Theranostics. 2011;1:48–57. doi: 10.7150/thno/v01p0048. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Beer AJ, Niemeyer M, Carlsen J, et al. Patterns of αvβ3 expression in primary and metastatic human breast cancer as shown by 18F-galacto-RGD PET. Journal of Nuclear Medicine. 2008;49(2):255–259. doi: 10.2967/jnumed.107.045526. [DOI] [PubMed] [Google Scholar]
- 41.Kenny LM, Al-Nahhas A, Aboagye EO. Novel PET biomarkers for breast cancer imaging. Nuclear Medicine Communications. 2011;32(5):333–335. doi: 10.1097/MNM.0b013e32834471ff. [DOI] [PubMed] [Google Scholar]
- 42.Tomasi G, Kenny L, Mauri F, Turkheimer F, Aboagye EO. Quantification of receptor-ligand binding with [(1)(8)F]fluciclatide in metastatic breast cancer patients. European Journal of Nuclear Medicine and Molecular Imaging. 2011;38(12):2186–2197. doi: 10.1007/s00259-011-1907-9. [DOI] [PubMed] [Google Scholar]
- 43.Mittra ES, Goris ML, Iagaru AH, et al. Pilot pharmacokinetic and dosimetric studies of18F-FPPRGD2: A PET radiopharmaceutical agent for imaging αvβ3 integrin levels. Radiology. 2011;260(1):182–191. doi: 10.1148/radiol.11101139. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Buchegger F, Viertl D, Baechler S, Dunet V, Kosinski M, Poitry-Yamate C, et al. 68Ga-NODAGA-RGDyK for αvβ3 integrin PET imaging. Preclinical investigation and dosimetry. Nuklearmedizin. 2011;50(6):225–233. doi: 10.3413/Nukmed-0416-11-06. [DOI] [PubMed] [Google Scholar]
- 45.Verel I, Visser GWM, van Dongen GA. The promise of immuno-PET in radioimmunotherapy. Journal of Nuclear Medicine. 2005;46(supplement 1):164S–171S. [PubMed] [Google Scholar]
- 46.van Dongen GAMS, Vosjan MJWD. Immuno-positron emission tomography: shedding light on clinical antibody therapy. Cancer Biotherapy and Radiopharmaceuticals. 2010;25(4):375–385. doi: 10.1089/cbr.2010.0812. [DOI] [PubMed] [Google Scholar]
- 47.Scott AM, Wolchok JD, Old LJ. Antibody therapy of cancer. Nature Reviews Cancer. 2012;12(4):278–287. doi: 10.1038/nrc3236. [DOI] [PubMed] [Google Scholar]
- 48.Walsh G. Biopharmaceutical benchmarks 2010. Nature Biotechnology. 2010;28(9):917–924. doi: 10.1038/nbt0910-917. [DOI] [PubMed] [Google Scholar]
- 49.Kramer-Marek G, Shenoy N, Seidel J, Griffiths GL, Choyke P, Capala J. 68Ga-DOTA-Affibody molecule for in vivo assessment of HER2/neu expression with PET. European Journal of Nuclear Medicine and Molecular Imaging. 2011;38(11):1967–1976. doi: 10.1007/s00259-011-1810-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Dijkers EC, Oude Munnink TH, Kosterink JG, et al. Biodistribution of 89 Zr-trastuzumab and PET imaging of HER2-positive lesions in patients with metastatic breast cancer. Clinical Pharmacology and Therapeutics. 2010;87(5):586–592. doi: 10.1038/clpt.2010.12. [DOI] [PubMed] [Google Scholar]
- 51.Gaykema SB, Brouwers AH, Hovenga S, Lub-de Hooge MN, de Vries EG, Schroder CP. Zirconium-89-trastuzumab positron emission tomography as a tool to solve a clinical dilemma in a patient with breast cancer. Journal of Clinical Oncology. 2012;30(6):74–75. doi: 10.1200/JCO.2011.38.0204. [DOI] [PubMed] [Google Scholar]
- 52.McLarty K, Moran MD, Scollard DA, et al. Comparisons of [18F]-1-deoxy-1-fluoro-scyllo-inositol with [18F]-FDG for PET imaging of inflammation, breast and brain cancer xenografts in athymic mice. Nuclear Medicine and Biology. 2011;38(7):953–959. doi: 10.1016/j.nucmedbio.2011.02.017. [DOI] [PubMed] [Google Scholar]
- 53.Wuest M, Trayner BJ, Grant TN, et al. Radiopharmacological evaluation of 6-deoxy-6-[18F]fluoro-d-fructose as a radiotracer for PET imaging of GLUT5 in breast cancer. Nuclear Medicine and Biology. 2011;38(4):461–475. doi: 10.1016/j.nucmedbio.2010.11.004. [DOI] [PubMed] [Google Scholar]