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Ghanikolahloo M, Taher HJ, Abdullah AD, Asadi Anar M, Tayebi A, Rahimi R, Olamaeian F, Rahimikashkooli N, Kargar N. The role of 18F-FDG PET/MRI in assessing pathological complete response to neoadjuvant chemotherapy in patients with breast cancer: a systematic review and meta-analysis. Radiat Oncol 2024; 19:164. [PMID: 39563327 PMCID: PMC11577720 DOI: 10.1186/s13014-024-02507-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 08/13/2024] [Indexed: 11/21/2024] Open
Abstract
BACKGROUND AND AIM The present study aimed to evaluate the use of 18F-2-[18F]-fluoro-2-deoxy-d-glucose (FDG) PET/MRI (Positron emission tomography-computed tomography) in predicting the pathological response to neoadjuvant chemotherapy (NAC) in patients with breast cancer (BC) compared to the use of MRI (Magnetic Resonance Imaging) alone. METHODS We searched numerous databases, including PubMed, Scopus, Embase, and Science Direct, using curated keywords. The variance of each study was determined using the binomial distribution, and STATA version 14 was used to analyze the data by performing random-effect models. Additionally, we calculated study heterogeneity using the chi-squared test and I2 index and utilized funnel plots and Egger tests to assess publication bias. RESULTS The current investigation analyzed 239 patients from six published studies. The pooled estimated sensitivity and specificity of 18F-FDG PET/MRI was 0.91 (95% CI = 0.90 to 0.92, I2 = 100% and P = 0.000) and 0.62 (95% CI = 0.53 to 0.72, I2 = 99.8% and P = 0.000), respectively. Pooled sensitivity and specificity of MRI were 0.78 (95%CI = 0.59 to 0.96, I2 = 100% and P = 0.000) and 0.56 (95%CI = 0.33 to 0.80, I2 = 99.8% and P = 0.000), respectively. CONCLUSIONS Based on our findings, the combined form of 18F-FDG PET/MRI imaging is more sensitive and specific than MRI alone for predicting response to NAC in BC patients.
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Affiliation(s)
| | | | - Ayoob Dinar Abdullah
- Radiology Technology Department, Al-Manara College for Medical Sciences, Missan, Iraq.
| | - Mahsa Asadi Anar
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ali Tayebi
- Firoozabadi Clinical Research Development Unit (FACRDU), School of Medicine, Iran University of Medical Sciences (IUMS), Tehran, Iran
| | - Rahil Rahimi
- Department of Radiology, Advanced Diagnostic and Interventional Radiology Research Center, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences (IUMS), Tehran, Iran
| | - Faranak Olamaeian
- Firoozabadi Clinical Research Development Unit (FACRDU), School of Medicine, Iran University of Medical Sciences (IUMS), Tehran, Iran
| | - Nima Rahimikashkooli
- Internal Medicine Department, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Nima Kargar
- Internal Medicine Department, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
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2
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Haidar M, Rizkallah J, El Sardouk O, El Ghawi N, Omran N, Hammoud Z, Saliba N, Tfayli A, Moukadem H, Berjawi G, Nassar L, Marafi F, Choudhary P, Dadgar H, Sadeq A, Abi-Ghanem AS. Radiotracer Innovations in Breast Cancer Imaging: A Review of Recent Progress. Diagnostics (Basel) 2024; 14:1943. [PMID: 39272726 PMCID: PMC11394464 DOI: 10.3390/diagnostics14171943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 08/19/2024] [Accepted: 08/23/2024] [Indexed: 09/15/2024] Open
Abstract
This review focuses on the pivotal role of radiotracers in breast cancer imaging, emphasizing their importance in accurate detection, staging, and treatment monitoring. Radiotracers, labeled with radioactive isotopes, are integral to various nuclear imaging techniques, including positron emission tomography (PET) and positron emission mammography (PEM). The most widely used radiotracer in breast cancer imaging is 18F-fluorodeoxyglucose (18F-FDG), which highlights areas of increased glucose metabolism, a hallmark of many cancer cells. This allows for the identification of primary tumors and metastatic sites and the assessment of tumor response to therapy. In addition to 18F-FDG, this review will explore newer radiotracers targeting specific receptors, such as estrogen receptors or HER2, which offer more personalized imaging options. These tracers provide valuable insights into the molecular characteristics of tumors, aiding in tailored treatment strategies. By integrating radiotracers into breast cancer management, clinicians can enhance early disease detection, monitor therapeutic efficacy, and guide interventions, ultimately improving patient outcomes. Ongoing research aimed at developing more specific and sensitive tracers will also be highlighted, underscoring their potential to advance precision medicine in breast cancer care.
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Affiliation(s)
- Mohamad Haidar
- Department of Diagnostic Radiology, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Joe Rizkallah
- Department of Diagnostic Radiology, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Omar El Sardouk
- Department of Diagnostic Radiology, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Nour El Ghawi
- Department of Diagnostic Radiology, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Nadine Omran
- Department of Diagnostic Radiology, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Zeinab Hammoud
- Department of Diagnostic Radiology, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Nina Saliba
- Department of Diagnostic Radiology, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Arafat Tfayli
- Division of Hematology and Oncology, Department of Internal Medicine, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Hiba Moukadem
- Division of Hematology and Oncology, Department of Internal Medicine, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Ghina Berjawi
- Department of Diagnostic Radiology, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Lara Nassar
- Department of Diagnostic Radiology, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Fahad Marafi
- Jaber Al-Ahmad Centre for Molecular Imaging, Kuwait City 70031, Kuwait
| | - Partha Choudhary
- Department of Nuclear Medicine, Rajiv Gandhi Cancer Institute and Research Centre, New Delhi 110085, India
| | - Habibollah Dadgar
- Cancer Research Center, RAZAVI Hospital, Imam Reza International University, Mashhad 9198613636, Iran
| | - Alyaa Sadeq
- Jaber Al-Ahmad Centre for Molecular Imaging, Kuwait City 70031, Kuwait
| | - Alain S Abi-Ghanem
- Department of Diagnostic Radiology, American University of Beirut Medical Center, Beirut 1107-2020, Lebanon
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3
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Zhang J, Xiong J, Wang M, Wu B, Zhang C. Comparison of the diagnostic value of 68Ga-FAPI and 18F-FDG PET/CT in breast cancer: a systematic review. Clin Transl Imaging 2024; 12:787-798. [DOI: 10.1007/s40336-024-00656-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 08/14/2024] [Indexed: 01/03/2025]
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4
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Katal S, McKay MJ, Taubman K. PET Molecular Imaging in Breast Cancer: Current Applications and Future Perspectives. J Clin Med 2024; 13:3459. [PMID: 38929989 PMCID: PMC11205053 DOI: 10.3390/jcm13123459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 06/10/2024] [Accepted: 06/11/2024] [Indexed: 06/28/2024] Open
Abstract
Positron emission tomography (PET) plays a crucial role in breast cancer management. This review addresses the role of PET imaging in breast cancer care. We focus primarily on the utility of 18F-fluorodeoxyglucose (FDG) PET in staging, recurrence detection, and treatment response evaluation. Furthermore, we delve into the growing interest in precision therapy and the development of novel radiopharmaceuticals targeting tumor biology. This includes discussing the potential of PET/MRI and artificial intelligence in breast cancer imaging, offering insights into improved diagnostic accuracy and personalized treatment approaches.
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Affiliation(s)
- Sanaz Katal
- Medical Imaging Department, St. Vincent’s Hospital Melbourne, Fitzroy, VIC 3065, Australia;
| | - Michael J. McKay
- Northwest Regional Hospital, University of Tasmania, Burnie, TAS 7320, Australia;
- Northern Cancer Service, Northwest Regional Hospital, Burnie, TAS 7320, Australia
| | - Kim Taubman
- Medical Imaging Department, St. Vincent’s Hospital Melbourne, Fitzroy, VIC 3065, Australia;
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5
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Lee H, Hwang KH. Unexpected focal fluorodeoxyglucose uptake in main organs; pass through or pass by? World J Clin Cases 2024; 12:1885-1899. [PMID: 38660550 PMCID: PMC11036514 DOI: 10.12998/wjcc.v12.i11.1885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 01/31/2024] [Accepted: 03/21/2024] [Indexed: 04/11/2024] Open
Abstract
Since the inception of fluorine-18 fluorodeoxyglucose (F-18 FDG), positron emission tomography/computed tomography (PET/CT) utilizing F-18 FDG has become widely accepted as a valuable imaging modality in the field of oncology, with global prevalence in clinical practice. Given that a single Torso PET/CT scan encompasses the anatomical region from the skull base to the upper thigh, the detection of incidental abnormal focal hypermetabolism in areas of limited clinical interest is both feasible and not uncommon. Numerous investigations have been undertaken to delineate the distinctive features of these findings, yet the outcomes have proven inconclusive. The incongruent results of these studies present a challenge for physicians, leaving them uncertain about the appropriate course of action. This article provides a succinct overview of the characteristics of fluorodeoxyglucose, followed by a comprehensive discussion of the imaging findings and clinical significance associated with incidental focal abnormal F-18 FDG activity in several representative organs. In conclusion, while the prevalence of unrecognized malignancy varies across organs, malignancies account for a substantial proportion, ranging from approximately one-third to over half, of incidental focal uptake. In light of these rates, physicians are urged to exercise vigilance in not disregarding unexpected uptake, facilitating more assured clinical decisions, and advocating for further active evaluation.
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Affiliation(s)
- Haejun Lee
- Department of Nuclear Medicine, Gachon University College of Medicine, Gil Medical Center, Incheon 21565, South Korea
| | - Kyung-Hoon Hwang
- Department of Nuclear Medicine, Gachon University College of Medicine, Gil Medical Center, Incheon 21565, South Korea
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6
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Sahin E, Kus T, Aytekin A, Uzun E, Elboga U, Yilmaz L, Cayirli YB, Okuyan M, Cimen V, Cimen U. 68Ga-FAPI PET/CT as an Alternative to 18F-FDG PET/CT in the Imaging of Invasive Lobular Breast Carcinoma. J Nucl Med 2024; 65:512-519. [PMID: 38485276 DOI: 10.2967/jnumed.123.266798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 01/11/2024] [Indexed: 04/04/2024] Open
Abstract
Accurate staging of invasive lobular carcinoma (ILC), a subtype of breast cancer, is vital for effective clinical management. Although 18F-FDG PET/CT is a commonly used tool, its efficacy varies across different histologic subtypes. To mitigate this challenge, our investigation delves into the potential utility of 68Ga-fibroblast activation protein inhibitor (FAPI) PET/CT as an alternative for staging ILC, aiming to address a significant research gap using a more expansive patient cohort than the smaller samples commonly found in the existing literature. Methods: In this retrospective analysis, women diagnosed with primary ILC of the breast underwent both 18F-FDG PET/CT and 68Ga-FAPI PET/CT. Both modalities were compared across all lesion locations with the used reference standard. The interval between scans was 1 wk, without any intervening treatments. Lesions were categorized visually, and tracer activity was analyzed using SUVmax, tumor-to-background uptake ratio, and uptake ratios. Both modalities were compared across various parameters, and statistical analysis was performed using SPSS 22.0. A P value of less than 0.05 was chosen to determine statistical significance. Results: The study included 23 female ILC patients (mean age, 51 y) with hormone-positive, human epidermal growth factor receptor type 2-negative tumors. Most (65%) had the luminal A subtype. 68Ga-FAPI PET/CT outperformed 18F-FDG PET/CT, with higher tumoral activity and tumor-to-background uptake ratios (P < 0.001). Primary tumors showed significantly increased uptake with 68Ga-FAPI PET/CT (P < 0.001), detecting additional foci, including multicentric cancer. Axillary lymph node metastases were more frequent and had higher uptake values with 68Ga-FAPI PET/CT (P = 0.012). Moreover, 68Ga-FAPI PET/CT identified more lesions, including bone and liver metastases. Pathologic features did not significantly correlate with imaging modalities, but a positive correlation was observed between peritumoral lymphocyte ratio and 68Ga-FAPI PET/CT-to-18F-FDG PET/CT uptake ratios (P = 0.026). Conclusion: This study underscores 68Ga-FAPI PET/CT's superiority over 18F-FDG PET/CT for ILC. 68Ga-FAPI PET/CT excels in detecting primary breast masses, axillary lymph nodes, and distant metastases; can complement 18F-FDG PET/CT in ILC; and holds potential as an alternative imaging method in future studies.
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Affiliation(s)
- Ertan Sahin
- Department of Nuclear Medicine, Gaziantep University, Gaziantep, Turkey;
| | - Tulay Kus
- Department of Medical Oncology, Gaziantep University, Gaziantep, Turkey
| | - Alper Aytekin
- Department of General Surgery, Gaziantep University, Gaziantep, Turkey; and
| | - Evren Uzun
- Department of Pathology, Gaziantep University, Gaziantep, Turkey
| | - Umut Elboga
- Department of Nuclear Medicine, Gaziantep University, Gaziantep, Turkey
| | - Latif Yilmaz
- Department of General Surgery, Gaziantep University, Gaziantep, Turkey; and
| | - Yusuf B Cayirli
- Department of Nuclear Medicine, Gaziantep University, Gaziantep, Turkey
| | - Merve Okuyan
- Department of Nuclear Medicine, Gaziantep University, Gaziantep, Turkey
| | - Vuslat Cimen
- Department of Nuclear Medicine, Gaziantep University, Gaziantep, Turkey
| | - Ufuk Cimen
- Department of Nuclear Medicine, Gaziantep University, Gaziantep, Turkey
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Hadebe B, Harry L, Ebrahim T, Pillay V, Vorster M. The Role of PET/CT in Breast Cancer. Diagnostics (Basel) 2023; 13:diagnostics13040597. [PMID: 36832085 PMCID: PMC9955497 DOI: 10.3390/diagnostics13040597] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 01/05/2023] [Accepted: 01/16/2023] [Indexed: 02/08/2023] Open
Abstract
Female breast cancer has surpassed lung cancer as the most commonly diagnosed cancer worldwide, with an estimated 2.3 million new cases (11.7%), followed by lung cancer (11.4%) The current literature and the National Comprehensive Cancer Network (NCCN) guidelines state that 18F-FDG PET/CT is not routine for early diagnosis of breast cancer, and rather PET/CT scanning should be performed for patients with stage III disease or when conventional staging studies yield non-diagnostic or suspicious results because this modality has been shown to upstage patients compared to conventional imaging and thus has an impact on disease management and prognosis. Furthermore, with the growing interest in precision therapy in breast cancer, numerous novel radiopharmaceuticals have been developed that target tumor biology and have the potential to non-invasively guide the most appropriate targeted therapy. This review discusses the role of 18F-FDG PET and other PET tracers beyond FDG in breast cancer imaging.
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Affiliation(s)
- Bawinile Hadebe
- Department of Nuclear Medicine, College of Health Sciences, University of KwaZulu Natal, Private Bag X54001, Durban 4001, South Africa
- Inkosi Albert Luthuli Central Hospital, Durban 4001, South Africa
- Correspondence:
| | - Lerwine Harry
- Department of Nuclear Medicine, College of Health Sciences, University of KwaZulu Natal, Private Bag X54001, Durban 4001, South Africa
- Inkosi Albert Luthuli Central Hospital, Durban 4001, South Africa
| | - Tasmeera Ebrahim
- Department of Nuclear Medicine, College of Health Sciences, University of KwaZulu Natal, Private Bag X54001, Durban 4001, South Africa
- Inkosi Albert Luthuli Central Hospital, Durban 4001, South Africa
| | - Venesen Pillay
- Department of Nuclear Medicine, College of Health Sciences, University of KwaZulu Natal, Private Bag X54001, Durban 4001, South Africa
- Inkosi Albert Luthuli Central Hospital, Durban 4001, South Africa
| | - Mariza Vorster
- Department of Nuclear Medicine, College of Health Sciences, University of KwaZulu Natal, Private Bag X54001, Durban 4001, South Africa
- Inkosi Albert Luthuli Central Hospital, Durban 4001, South Africa
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8
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Barbagianni MS, Gouletsou PG. Modern Imaging Techniques in the Study and Disease Diagnosis of the Mammary Glands of Animals. Vet Sci 2023; 10:vetsci10020083. [PMID: 36851387 PMCID: PMC9965774 DOI: 10.3390/vetsci10020083] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 01/12/2023] [Accepted: 01/20/2023] [Indexed: 01/25/2023] Open
Abstract
The study of the structure and function of the animals' mammary glands is of key importance, as it reveals pathological processes at their onset, thus contributing to their immediate treatment. The most frequently studied mammary diseases are mastitis in cows and ewes and mammary tumours in dogs and cats. Various imaging techniques such as computed tomography, positron emission tomography, magnetic resonance imaging, and ultrasonographic techniques (Doppler, contrast-enchanced, three-dimensional and elastography) are available and can be applied in research or clinical practice in order to evaluate possible abnormalities in mammary glands, as well as to assist in the differential diagnosis. In this review, the above imaging technologies are described, and the perspectives of each method are highlighted. It is inferred that ultrasonographic modalities are the most frequently used imaging techniques for the diagnosis of clinical or subclinical mastitis and treatment guidance on a farm. In companion animals, a combination of imaging techniques should be applied for a more accurate diagnosis of mammary tumours. In any case, the confirmation of the diagnosis is provided by laboratory techniques.
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Suto H, Inui Y, Okamura A. Is CT or FDG-PET more useful for evaluation of the treatment response in metastatic HER2-positive breast cancer? a case report and literature review. Front Oncol 2023; 13:1158797. [PMID: 37152012 PMCID: PMC10157226 DOI: 10.3389/fonc.2023.1158797] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 04/05/2023] [Indexed: 05/09/2023] Open
Abstract
Response evaluation criteria in solid tumors version 1.1 (RECIST ver1.1) has been widely adopted to evaluate treatment efficacy in solid tumors, including breast cancer (BC), in clinical trials and clinical practice. RECIST is based mainly on computed tomography (CT) images, and the role of fluorodeoxyglucose-positron emission tomography (FDG-PET) is limited. However, because the rate of tumor shrinkage on CT does not necessarily reflect the potential remaining tumor cells, there may be a discrepancy between the treatment response and prognosis in some cases. Here we report a case of metastatic human epidermal growth factor receptor 2 (HER2)-positive BC where FDG-PET was preferable to CT for evaluation of the treatment response. A 40-year-old woman became aware of a lump in her right breast in September 201X. She was pregnant and underwent further examinations, including a biopsy, in November. The diagnosis was HER2-positive BC (cT2N2bM1, stage IV). Trastuzumab plus pertuzumab plus docetaxel (TPD) therapy was initiated in December 201X. CT performed in February 201X+1 showed cystic changes in the metastatic lesions in the liver, and the treatment response was stable disease (SD) according to RECIST. However, FDG-PET in March 201X+1 did not detect abnormal uptake of FDG in the hepatic lesions. The disease remained stable thereafter. Thus, tumor shrinkage may not be apparent in situations where the response to treatment results in rapid changes in blood flow within the tumor, which is associated with cystic changes. When patients with hypervascular liver metastases receive treatment with highly effective regimens, the target lesion may show cystic changes rather than shrinkage, as observed in the present case. Therefore, FDG-PET is sometimes superior to CT in judging a tumor response.
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Affiliation(s)
- Hirotaka Suto
- Department of Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
- Department of Medical Oncology/Hematology, Kakogawa Central City Hospital, Hyogo, Japan
- *Correspondence: Hirotaka Suto,
| | - Yumiko Inui
- Department of Medical Oncology/Hematology, Kakogawa Central City Hospital, Hyogo, Japan
| | - Atsuo Okamura
- Department of Medical Oncology/Hematology, Kakogawa Central City Hospital, Hyogo, Japan
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Pan B, Hao Z, Xu Y, Wang Z, Yao R, Wang X, Ren C, Zhou Y, Sun Q, Huo L. Case report: 18F-FES PET/CT predicted treatment responses of second-line and third-line CDK4/6 inhibitors after disease progression on first-line CDK4/6 inhibitor in a HR+/HER2- metastatic breast cancer patient. Front Oncol 2022; 12:1095779. [PMID: 36620595 PMCID: PMC9816999 DOI: 10.3389/fonc.2022.1095779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 12/05/2022] [Indexed: 12/25/2022] Open
Abstract
Background Cyclin-dependent kinase 4/6 inhibitor (CDK4/6i) has become the commonest first-line treatment of hormonal receptor positive and human epidermal growth factor receptor 2 negative (HR+/HER2-) metastatic breast cancer (MBC). However, therapy is quite individualized after progression of disease (PD) when CDK4/6i fails. Estrogen receptor (ER) status of metastatic lesions of bone, lung or liver might be different from the primary tumor and biopsy of metastatic lesions was invasive and not always available. Prediction of treatment response after PD of CDK4/6i remains unsolved. 18F-fluoroestradiol (FES) PET/CT could non-invasively reveal ER expression both in primary and metastatic breast cancer and recognize heterogeneity of ER status. Case presentation A 70-year-old woman with Parkinson's disease, osteoporosis and cardiovascular co-morbidity was diagnosed with HR+/HER2- breast cancer (pT2N2M0, stage IIIa). Three years later, she developed metastases in right lung and pleura with pleural effusion and received palbociclib + letrozole. After 8 months the disease progressed, and 18F-FES PET/CT revealed multiple ER-positive pleural lesions and ER-negative pulmonary nodules after PD and the progression-free survival (PFS) of first-line CDK4/6i was 8 months. Since most of the metastatic lesions were ER-positive, abemaciclib + fulvestrant were chosen as the second-line CDK4/6i treatment and the PFS was 15 months. Another 18F-FES PET/CT showed a new ER-positive pleural mass with multiple ER-negative pulmonary nodules. Since 18F-FES PET/CT revealed that the dominant lesions were still ER-positive, dalpiciclib + exemestane + fulvestrant were prescribed as the third-line CDK4/6i treatment. Currently the patient's disease had been stable for 2 months. Conclusion This case demonstrated that 18F-FES PET/CT could show ER heterogeneity non-invasively and reveal the treatment responses a predictive imaging tool of serial second- and third-line of CDK4/6i treatments when first-line CDK4/6i failed in HR+/HER2- MBC. So long as the dominant or newly-developed metastatic lesion was ER-positive on 18F-FES PET after first-line CDK4/6i, the patient might show certain therapeutic response towards endocrine-based treatment including second- and third-line of CDK4/6i, and thus increased the time to chemotherapy (TTC).
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Affiliation(s)
- Bo Pan
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhixin Hao
- Department of Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China,Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Beijing, China
| | - Ying Xu
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhe Wang
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ru Yao
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xuefei Wang
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chao Ren
- Department of Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China,Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Beijing, China
| | - Yidong Zhou
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Qiang Sun
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China,*Correspondence: Qiang Sun, ; Li Huo,
| | - Li Huo
- Department of Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China,Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Beijing, China,*Correspondence: Qiang Sun, ; Li Huo,
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11
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Fujioka T, Satoh Y, Imokawa T, Mori M, Yamaga E, Takahashi K, Kubota K, Onishi H, Tateishi U. Proposal to Improve the Image Quality of Short-Acquisition Time-Dedicated Breast Positron Emission Tomography Using the Pix2pix Generative Adversarial Network. Diagnostics (Basel) 2022; 12:diagnostics12123114. [PMID: 36553120 PMCID: PMC9777139 DOI: 10.3390/diagnostics12123114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 11/26/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
This study aimed to evaluate the ability of the pix2pix generative adversarial network (GAN) to improve the image quality of low-count dedicated breast positron emission tomography (dbPET). Pairs of full- and low-count dbPET images were collected from 49 breasts. An image synthesis model was constructed using pix2pix GAN for each acquisition time with training (3776 pairs from 16 breasts) and validation data (1652 pairs from 7 breasts). Test data included dbPET images synthesized by our model from 26 breasts with short acquisition times. Two breast radiologists visually compared the overall image quality of the original and synthesized images derived from the short-acquisition time data (scores of 1−5). Further quantitative evaluation was performed using a peak signal-to-noise ratio (PSNR) and structural similarity (SSIM). In the visual evaluation, both readers revealed an average score of >3 for all images. The quantitative evaluation revealed significantly higher SSIM (p < 0.01) and PSNR (p < 0.01) for 26 s synthetic images and higher PSNR for 52 s images (p < 0.01) than for the original images. Our model improved the quality of low-count time dbPET synthetic images, with a more significant effect on images with lower counts.
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Affiliation(s)
- Tomoyuki Fujioka
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, Tokyo 113-8510, Japan
| | - Yoko Satoh
- Yamanashi PET Imaging Clinic, Chuo City 409-3821, Japan
- Department of Radiology, University of Yamanashi, Chuo City 409-3898, Japan
- Correspondence:
| | - Tomoki Imokawa
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, Tokyo 113-8510, Japan
| | - Mio Mori
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, Tokyo 113-8510, Japan
| | - Emi Yamaga
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, Tokyo 113-8510, Japan
| | - Kanae Takahashi
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, Tokyo 113-8510, Japan
| | - Kazunori Kubota
- Department of Radiology, Dokkyo Medical University Saitama Medical Center, Koshigaya 343-8555, Japan
| | - Hiroshi Onishi
- Department of Radiology, University of Yamanashi, Chuo City 409-3898, Japan
| | - Ukihide Tateishi
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, Tokyo 113-8510, Japan
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Balma M, Liberini V, Racca M, Laudicella R, Bauckneht M, Buschiazzo A, Nicolotti DG, Peano S, Bianchi A, Albano G, Quartuccio N, Abgral R, Morbelli SD, D'Alessandria C, Terreno E, Huellner MW, Papaleo A, Deandreis D. Non-conventional and Investigational PET Radiotracers for Breast Cancer: A Systematic Review. Front Med (Lausanne) 2022; 9:881551. [PMID: 35492341 PMCID: PMC9039137 DOI: 10.3389/fmed.2022.881551] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 03/22/2022] [Indexed: 02/05/2023] Open
Abstract
Breast cancer is one of the most common malignancies in women, with high morbidity and mortality rates. In breast cancer, the use of novel radiopharmaceuticals in nuclear medicine can improve the accuracy of diagnosis and staging, refine surveillance strategies and accuracy in choosing personalized treatment approaches, including radioligand therapy. Nuclear medicine thus shows great promise for improving the quality of life of breast cancer patients by allowing non-invasive assessment of the diverse and complex biological processes underlying the development of breast cancer and its evolution under therapy. This review aims to describe molecular probes currently in clinical use as well as those under investigation holding great promise for personalized medicine and precision oncology in breast cancer.
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Affiliation(s)
- Michele Balma
- Nuclear Medicine Department, S. Croce e Carle Hospital, Cuneo, Italy
| | - Virginia Liberini
- Nuclear Medicine Department, S. Croce e Carle Hospital, Cuneo, Italy
- Division of Nuclear Medicine, Department of Medical Science, University of Turin, Turin, Italy
| | - Manuela Racca
- Nuclear Medicine Unit, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Riccardo Laudicella
- Department of Biomedical and Dental Sciences and of Morpho-Functional Imaging, Nuclear Medicine Unit, University of Messina, Messina, Italy
- Department of Nuclear Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Nuclear Medicine Unit, Fondazione Istituto G. Giglio, Cefalù, Italy
| | - Matteo Bauckneht
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Department of Health Science (DISSAL), University of Genoa, Genoa, Italy
| | - Ambra Buschiazzo
- Nuclear Medicine Department, S. Croce e Carle Hospital, Cuneo, Italy
| | | | - Simona Peano
- Nuclear Medicine Department, S. Croce e Carle Hospital, Cuneo, Italy
| | - Andrea Bianchi
- Nuclear Medicine Department, S. Croce e Carle Hospital, Cuneo, Italy
| | - Giovanni Albano
- Nuclear Medicine Unit, Fondazione Istituto G. Giglio, Cefalù, Italy
| | - Natale Quartuccio
- Nuclear Medicine Unit, A.R.N.A.S. Civico di Cristina and Benfratelli Hospitals, Palermo, Italy
| | - Ronan Abgral
- Department of Nuclear Medicine, University Hospital of Brest, Brest, France
| | - Silvia Daniela Morbelli
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Department of Health Science (DISSAL), University of Genoa, Genoa, Italy
| | | | - Enzo Terreno
- Department of Molecular Biotechnology and Health Sciences, Molecular & Preclinical Imaging Centers, University of Turin, Turin, Italy
| | - Martin William Huellner
- Department of Nuclear Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Alberto Papaleo
- Nuclear Medicine Department, S. Croce e Carle Hospital, Cuneo, Italy
| | - Désirée Deandreis
- Division of Nuclear Medicine, Department of Medical Science, University of Turin, Turin, Italy
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Elboga U, Sahin E, Kus T, Cayirli YB, Aktas G, Uzun E, Cinkir HY, Teker F, Sever ON, Aytekin A, Yilmaz L, Aytekin A, Cimen U, Mumcu V, Kilbas B, Çelen YZ. Superiority of 68Ga-FAPI PET/CT scan in detecting additional lesions compared to 18FDG PET/CT scan in breast cancer. Ann Nucl Med 2021; 35:1321-1331. [PMID: 34436740 DOI: 10.1007/s12149-021-01672-x] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 08/18/2021] [Indexed: 02/06/2023]
Abstract
PURPOSE We compared the ability of 68Ga-FAPI PET//CT with 18FDG PET/CT imaging techniques to detect additional lesions in breast cancer patients that may affect further chemotherapy options. METHODS A total of 48 patients with breast cancer underwent concurrent 68Ga-FAPI-04 and 18FDG PET/CT regardless of whether they had received chemotherapy or not in the last month before imaging. Both modalities were compared according to various parameters: clinical/pathological features, number of lesions detected, activity uptake (SUVmax), and the effect on the evaluation of response to treatment in the post-chemotherapy group. RESULTS This retrospective study included 48 patients with breast cancer (mean age 53.3 ± 11.7 years; IDC 89.6%; ILC 10.4%). In the comparison of both modalities, no statistical significance was obtained in terms of the pathological characteristics of the patients. More lesions were demonstrated in all categorized regions in 68Ga-FAPI PET/CT imaging with higher uptake values compared to 18FDG PET/CT in this study. In the treatment response evaluation of the post-chemotherapy group, 12 cases (12/24) who were evaluated as PMR, CMR, or SD according to 18FDG PET/CT results were later accepted as PD due to newly detected lesions in complementary 68Ga-FAPI PET/CT imaging and treatment of patients was managed accordingly by clinicians. CONCLUSION It was determined that 68Ga-FAPI PET/CT was superior to 18FDG PET/CT in terms of accuracy and it was thought that 68Ga-FAPI PET/CT could be utilized as an additional complementary imaging to 18FDG PET/CT. Moreover, 68Ga-FAPI PET/CT, with its significant theranostic potential, could become a key element in predicting the pathological response of breast cancer patients in further researches.
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Affiliation(s)
- Umut Elboga
- Department of Nuclear Medicine, Gaziantep University, 27310, Sahinbey, Gaziantep, Turkey.
| | - Ertan Sahin
- Department of Nuclear Medicine, Gaziantep University, 27310, Sahinbey, Gaziantep, Turkey
| | - Tulay Kus
- Department of Oncology, Gaziantep University, Gaziantep, Turkey
| | - Yusuf Burak Cayirli
- Department of Nuclear Medicine, Gaziantep University, 27310, Sahinbey, Gaziantep, Turkey
| | - Gokmen Aktas
- Department of Oncology, Medical Park Private Hospital, Gaziantep, Turkey
| | - Evren Uzun
- Department of Pathology, Gaziantep University, Gaziantep, Turkey
| | | | - Fatih Teker
- Department of Oncology, Gaziantep University, Gaziantep, Turkey
| | | | - Alper Aytekin
- Department of General Surgery, Gaziantep University, Gaziantep, Turkey
| | - Latif Yilmaz
- Department of General Surgery, Gaziantep University, Gaziantep, Turkey
| | - Aydin Aytekin
- Department of Oncology, Gaziantep University, Gaziantep, Turkey
| | - Ufuk Cimen
- Department of Nuclear Medicine, Gaziantep University, 27310, Sahinbey, Gaziantep, Turkey
| | - Vuslat Mumcu
- Department of Nuclear Medicine, Gaziantep University, 27310, Sahinbey, Gaziantep, Turkey
| | - Benan Kilbas
- Department of Chemistry, Moltek Inc., İstanbul, Turkey
| | - Y Zeki Çelen
- Department of Nuclear Medicine, Gaziantep University, 27310, Sahinbey, Gaziantep, Turkey
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14
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Kömek H, Can C, Güzel Y, Oruç Z, Gündoğan C, Yildirim ÖA, Kaplan İ, Erdur E, Yıldırım MS, Çakabay B. 68Ga-FAPI-04 PET/CT, a new step in breast cancer imaging: a comparative pilot study with the 18F-FDG PET/CT. Ann Nucl Med 2021; 35:744-752. [PMID: 33934311 DOI: 10.1007/s12149-021-01616-5] [Citation(s) in RCA: 91] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 04/11/2021] [Indexed: 12/24/2022]
Abstract
AIM We aimed to compare the roles of 68Ga-FAPI-04 PET/CT and 18F-FDG PET/CT in the evaluation of primary tumor and metastases in primary and recurrent breast cancer. MATERIALS AND METHOD Twenty female patients with histopathologically confirmed primary and recurrent breast cancer were included in the prospective study. All patients underwent FDG and FAPI PET/CT imaging in the same week. The number of primary and metastatic lesions, SUVmax values, and tumor-to-background ratios (TBR) were recorded from both scans. Data obtained were statistically compared. RESULTS FAPI PET/CT was superior to FDG in detecting breast lesions, as well as hepatic, bone, lymph node, and cerebral metastases in terms of patient- and lesion-based assessments. The sensitivity and specificity of FAPI in detecting primary breast lesions were 100% and 95.6%, respectively, while the sensitivity and specificity of FDG were 78.2% and 100%, respectively. The SUVmax values of primary breast tumors, lymph nodes, lung metastases, and bone metastases were significantly higher on FAPI imaging than FDG imaging (p < 0.05). However, SUVmax values of hepatic metastases did not exhibit a statistically significant difference between two imaging techniques (p > 0.05). Also, FAPI imaging yielded significantly higher TBR in breast lesions as well as hepatic, bone, brain and lung metastases compared to FDG (p < 0.05). CONCLUSION 68 Ga-FAPI-04 PET/CT is superior to 18F-FDG PET/CT in detecting the primary tumor in patients with breast cancer with its high sensitivity, high SUVmax, and high TBR. 68 Ga-FAPI-04 PET/CT is also superior to 18F-FDG PET/CT in detecting lymph node, hepatic, bone, and cerebral metastases because it has lower background activity and higher uptake in subcentimetric lesions.
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Affiliation(s)
- Halil Kömek
- Department of Nuclear Medicine, Gazi Yasargil Training and Research Hospital, 21070, Kayapınar, Diyarbakir, Turkey.
| | - Canan Can
- Department of Nuclear Medicine, Gazi Yasargil Training and Research Hospital, 21070, Kayapınar, Diyarbakir, Turkey
| | - Yunus Güzel
- Department of Nuclear Medicine, Gazi Yasargil Training and Research Hospital, 21070, Kayapınar, Diyarbakir, Turkey
| | - Zeynep Oruç
- Department of Medical Oncology, Faculty of Medicine, Dicle University, Diyarbakır, Turkey
| | - Cihan Gündoğan
- Department of Nuclear Medicine, Gazi Yasargil Training and Research Hospital, 21070, Kayapınar, Diyarbakir, Turkey
| | - Özgen Ahmet Yildirim
- Department of Internal Medicine, Division of Medical Oncology, Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
| | - İhsan Kaplan
- Department of Nuclear Medicine, Gazi Yasargil Training and Research Hospital, 21070, Kayapınar, Diyarbakir, Turkey
| | - Erkan Erdur
- Department of Internal Medicine, Division of Medical Oncology, Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
| | - Mehmet Serdar Yıldırım
- Department of Internal Medicine, Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
| | - Bahri Çakabay
- Department of Surgical Oncology, Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
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Grover H, Grover SB, Goyal P, Hegde R, Gupta S, Malhotra S, Li S, Gupta N. Clinical and imaging features of idiopathic granulomatous mastitis - The diagnostic challenges and a brief review. Clin Imaging 2021; 69:126-132. [PMID: 32717540 DOI: 10.1016/j.clinimag.2020.06.022] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 05/28/2020] [Accepted: 06/12/2020] [Indexed: 02/08/2023]
Abstract
Idiopathic granulomatous mastitis (IGM), or granulomatous lobular mastitis is a rare, benign, inflammatory condition of the breast, without an identifiable underlying etiology. The clinical and imaging diagnosis of this entity is challenging with the presentation frequently mimicking inflammatory breast carcinoma (IBC). Mammography and breast ultrasound (US) have an important role in its detection, however, biopsy is imperative for histopathological confirmation. We present three cases of biopsy proven IGM, highlighting the variability of the clinical and imaging features,brieflyreview the relevant literature and discuss the challenges associated with its diagnosis and management.
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Affiliation(s)
- Hemal Grover
- Department of Radiology, Icahn School of Medicine at Mount Sinai West, New York, NY, USA.
| | - Shabnam Bhandari Grover
- Department of Radiology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi 110029, India
| | - Pradeep Goyal
- Department of Radiology, St. Vincent's Medical Center, Bridgeport, CT, USA
| | - Rahul Hegde
- Department of Radiology, Yale New Haven Health, New Haven, CT, USA
| | - Sonali Gupta
- Department of Medicine, St. Vincent's Medical Center, Bridgeport, CT, USA
| | - Saurabh Malhotra
- Department of Pathology, Charlotte Hungerford Hospital, Torrington, CT, USA
| | - Shuo Li
- Department of Radiology, Yale New Haven Health, New Haven, CT, USA
| | - Nishant Gupta
- Department of Radiology, Columbia University at Bassett Healthcare, Cooperstown, NY, USA
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16
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Targeting uptake transporters for cancer imaging and treatment. Acta Pharm Sin B 2020; 10:79-90. [PMID: 31993308 PMCID: PMC6977162 DOI: 10.1016/j.apsb.2019.12.005] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 09/27/2019] [Accepted: 11/17/2019] [Indexed: 12/11/2022] Open
Abstract
Cancer cells reprogram their gene expression to promote growth, survival, proliferation, and invasiveness. The unique expression of certain uptake transporters in cancers and their innate function to concentrate small molecular substrates in cells make them ideal targets for selective delivering imaging and therapeutic agents into cancer cells. In this review, we focus on several solute carrier (SLC) transporters known to be involved in transporting clinically used radiopharmaceutical agents into cancer cells, including the sodium/iodine symporter (NIS), norepinephrine transporter (NET), glucose transporter 1 (GLUT1), and monocarboxylate transporters (MCTs). The molecular and functional characteristics of these transporters are reviewed with special emphasis on their specific expressions in cancers and interaction with imaging or theranostic agents [e.g., I-123, I-131, 123I-iobenguane (mIBG), 18F-fluorodeoxyglucose (18F-FDG) and 13C pyruvate]. Current clinical applications and research areas of these transporters in cancer diagnosis and treatment are discussed. Finally, we offer our views on emerging opportunities and challenges in targeting transporters for cancer imaging and treatment. By analyzing the few clinically successful examples, we hope much interest can be garnered in cancer research towards uptake transporters and their potential applications in cancer diagnosis and treatment.
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Key Words
- CT, computed tomography
- Cancer imaging
- DDI, drug–drug interaction
- DTC, differentiated thyroid cancer
- FDA, U.S. Food and Drug Administrations
- FDG, fluorodeoxyglucose
- GLUT, glucose transporter
- IAEA, the International Atomic Energy Agency
- LACC, locally advanced cervical cancer
- LAT, large amino acid transporter
- MCT, monocarboxylate transporter
- MRI, magnetic resonance imaging
- NE, norepinephrine
- NET, norepinephrine transporter
- NIS, sodium/iodine symporter
- Neuroblastoma
- OCT, organic cation transporter
- PET, positron emission tomography
- PHEO, pheochromocytoma
- RA, retinoic acid
- RET, rearranged during transfection
- SLC, solute carrier
- SPECT, single-photon emission computed tomography
- SUV, standardized uptake value
- TFB, tetrafluoroborate
- TSH, thyroid stimulating hormones
- Thyroid cancer
- Uptake transporter
- Warburg effect
- mIBG
- mIBG, iobenguane/meta-iodobenzylguanidine
- vHL, von Hippel-Lindau
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17
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Tello Galán MJ, García Vicente AM, Pérez Beteta J, Amo Salas M, Jiménez Londoño GA, Pena Pardo FJ, Soriano Castrejón ÁM, Pérez García VM. Global heterogeneity assessed with 18F-FDG PET/CT. Relation with biological variables and prognosis in locally advanced breast cancer. Rev Esp Med Nucl Imagen Mol 2019. [DOI: 10.1016/j.remnie.2019.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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18
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Tello Galán MJ, García Vicente AM, Pérez Beteta J, Amo Salas M, Jiménez Londoño GA, Pena Pardo FJ, Soriano Castrejón ÁM, Pérez García VM. Global heterogeneity assessed with 18F-FDG PET/CT. Relation with biological variables and prognosis in locally advanced breast cancer. Rev Esp Med Nucl Imagen Mol 2019; 38:290-297. [PMID: 31427247 DOI: 10.1016/j.remn.2019.02.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Revised: 02/07/2019] [Accepted: 02/26/2019] [Indexed: 02/07/2023]
Abstract
AIM To analyze the relationship between measurements of global heterogeneity, obtained from 18F-FDG PET/CT, with biological variables, and their predictive and prognostic role in patients with locally advanced breast cancer (LABC). MATERIAL AND METHODS 68 patients from a multicenter and prospective study, with LABC and a baseline 18F-FDG PET/CT were included. Immunohistochemical profile [estrogen receptors (ER) and progesterone receptors (PR), expression of the HER-2 oncogene, Ki-67 proliferation index and tumor histological grade], response to neoadjuvant chemotherapy (NC), overall survival (OS) and disease-free survival (DFS) were obtained as clinical variables. Three-dimensional segmentation of the lesions, providing SUV, volumetric [metabolic tumor volume (MTV) and total lesion glycolysis (TLG)] and global heterogeneity variables [coefficient of variation (COV) and SUVmean/SUVmax ratio], as well as sphericity was performed. The correlation between the results obtained with the immunohistochemical profile, the response to NC and survival was also analyzed. RESULTS Of the patients included, 62 received NC. Only 18 responded. 13 patients relapsed and 11 died during follow-up. ER negative tumors had a lower COV (p=0.018) as well as those with high Ki-67 (p=0.001) and high risk phenotype (p=0.033) compared to the rest. No PET variable showed association with the response to NC nor OS. There was an inverse relationship between sphericity with DFS (p=0.041), so, for every tenth that sphericity increases, the risk of recurrence decreases by 37%. CONCLUSIONS Breast tumors in our LABC dataset behaved as homogeneous and spherical lesions. Larger volumes were associated with a lower sphericity. Global heterogeneity variables and sphericity do not seem to have a predictive role in response to NC nor in OS. More spherical tumors with less variation in gray intensity between voxels showed a lower risk of recurrence.
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Affiliation(s)
- M J Tello Galán
- Servicio de Medicina Nuclear. Hospital General Universitario de Ciudad Real, España.
| | - A M García Vicente
- Servicio de Medicina Nuclear. Hospital General Universitario de Ciudad Real, España
| | - J Pérez Beteta
- Instituto de Matemática Aplicada a la Ciencia y la Ingeniería. Universidad de Castilla La Mancha, Ciudad Real, España
| | - M Amo Salas
- Departamento de Matemáticas. Universidad de Castilla La Mancha, Ciudad Real, España
| | - G A Jiménez Londoño
- Servicio de Medicina Nuclear. Hospital General Universitario de Ciudad Real, España
| | - F J Pena Pardo
- Servicio de Medicina Nuclear. Hospital General Universitario de Ciudad Real, España
| | | | - V M Pérez García
- Instituto de Matemática Aplicada a la Ciencia y la Ingeniería. Universidad de Castilla La Mancha, Ciudad Real, España
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Liu C, Gong C, Liu S, Zhang Y, Zhang Y, Xu X, Yuan H, Wang B, Yang Z. 18F-FES PET/CT Influences the Staging and Management of Patients with Newly Diagnosed Estrogen Receptor-Positive Breast Cancer: A Retrospective Comparative Study with 18F-FDG PET/CT. Oncologist 2019; 24:e1277-e1285. [PMID: 31337657 DOI: 10.1634/theoncologist.2019-0096] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Accepted: 06/27/2019] [Indexed: 01/13/2023] Open
Abstract
PURPOSE We compared the clinical value of 16a-18F-fluoro-17b-estradiol (18F-FES) positron emission tomography (PET)/computed tomography (CT) and 18F-fluoro-2-deoxy-D-glucose (18F-FDG) PET/CT and investigated whether and how 18F-FES PET/CT affects the implemented management of newly diagnosed estrogen receptor positive breast cancer patients. MATERIALS AND METHODS We retrospectively analyzed 19 female patients newly diagnosed with immunohistochemistry-confirmed estrogen receptor (ER)-positive breast cancer who underwent 18F-FES and 18F-FDG PET/CT within 1 week in our center. The sensitivity of 18F-FES and 18F-FDG in diagnosed lesions were compared. To investigate the definite clinical impact of 18F-FES on managing patients with newly diagnosed ER positive breast cancer, we designed two kinds of questionnaires. Referring physicians completed the first questionnaire based on the 18F-FDG report to propose the treatment regime, and the second was completed immediately after reviewing the imaging report of 18F-FES to indicate intended management changes. RESULTS In total, 238 lesions were analyzed in 19 patients with newly diagnosed ER-positive breast cancer. Lesion detection was achieved in 216 sites with 18F-FES PET and in 197 sites with 18F-FDG PET/CT. These results corresponded to sensitivities of 90.8% for 18F-FES versus 82.8% for 18F-FDG PET/CT in diagnosed lesions. Thirty-five physicians were given the questionnaires referring to the treatment strategy, with 27 of them completing both questionnaires. The application of 18F-FES in addition to 18F-FDG PET/CT changed the management in 26.3% of the 19 patients with newly diagnosed ER-positive breast cancer. CONCLUSION Performing 18F-FES PET/CT in newly diagnosed ER-positive breast cancer patients increases the value of diagnosis equivocal lesions and treatment management compared with 18F-FDG PET/CT. IMPLICATIONS FOR PRACTICE This study investigated whether 16a-18F-fluoro-17b-estradiol (18F-FES) positron emission tomography (PET)/computed tomography (CT) affects the clinical management of patients with newly diagnosed estrogen receptor (ER)-positive breast cancer. Physicians completing two questionnaires comparing the clinical impact of 18F-FES and 18F-FDG on individual management plans in patients with newly diagnosed ER-positive breast cancer confirmed that 18F-FES scans led to change in management in 26.3% of the 19 patients with newly diagnosed ER positive breast cancer. This retrospective study indicates the potential impact of 18F-FES PET/CT on intended management of patients with newly diagnosed estrogen receptor positive breast cancer in comparison to 18F-fluoro-2-deoxy-D-glucose PET/CT.
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Affiliation(s)
- Cheng Liu
- Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- Center for Biomedical Imaging, Fudan University, Shanghai, People's Republic of China
- Shanghai Engineering Research Center of Molecular Imaging Probes, Shanghai, People's Republic of China
- Key Laboratory of Nuclear Physics and Ion-beam Application (MOE), Fudan University, Shanghai, People's Republic of China
| | - Chengcheng Gong
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Shuai Liu
- Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- Center for Biomedical Imaging, Fudan University, Shanghai, People's Republic of China
- Shanghai Engineering Research Center of Molecular Imaging Probes, Shanghai, People's Republic of China
- Key Laboratory of Nuclear Physics and Ion-beam Application (MOE), Fudan University, Shanghai, People's Republic of China
| | - Yingjian Zhang
- Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- Center for Biomedical Imaging, Fudan University, Shanghai, People's Republic of China
- Shanghai Engineering Research Center of Molecular Imaging Probes, Shanghai, People's Republic of China
- Key Laboratory of Nuclear Physics and Ion-beam Application (MOE), Fudan University, Shanghai, People's Republic of China
| | - Yongping Zhang
- Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- Center for Biomedical Imaging, Fudan University, Shanghai, People's Republic of China
- Shanghai Engineering Research Center of Molecular Imaging Probes, Shanghai, People's Republic of China
- Key Laboratory of Nuclear Physics and Ion-beam Application (MOE), Fudan University, Shanghai, People's Republic of China
| | - Xiaoping Xu
- Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- Center for Biomedical Imaging, Fudan University, Shanghai, People's Republic of China
- Shanghai Engineering Research Center of Molecular Imaging Probes, Shanghai, People's Republic of China
- Key Laboratory of Nuclear Physics and Ion-beam Application (MOE), Fudan University, Shanghai, People's Republic of China
| | - Huiyu Yuan
- Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- Center for Biomedical Imaging, Fudan University, Shanghai, People's Republic of China
- Shanghai Engineering Research Center of Molecular Imaging Probes, Shanghai, People's Republic of China
- Key Laboratory of Nuclear Physics and Ion-beam Application (MOE), Fudan University, Shanghai, People's Republic of China
| | - Biyun Wang
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Zhongyi Yang
- Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- Center for Biomedical Imaging, Fudan University, Shanghai, People's Republic of China
- Shanghai Engineering Research Center of Molecular Imaging Probes, Shanghai, People's Republic of China
- Key Laboratory of Nuclear Physics and Ion-beam Application (MOE), Fudan University, Shanghai, People's Republic of China
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20
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Okazaki E, Kawabe J, Oishi M, Hosono M, Higashiyama S, Teranishi Y, Shiomi S, Iguchi H, Miki Y. Prognostic significance of pretreatment 18F-fluorodeoxyglucose positron emission tomography evaluation using metabolic tumor volume of the primary tumor and lymph nodes in advanced hypopharyngeal cancer. Head Neck 2018; 41:739-747. [PMID: 30536887 DOI: 10.1002/hed.25429] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Revised: 08/02/2018] [Accepted: 09/21/2018] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND The purpose of this study was to retrospectively evaluate the usefulness of pretreatment positron emission tomography (PET) using metabolic tumor volume (MTV) of the primary tumor and lymph nodes in advanced hypopharyngeal cancer. METHODS From June 2007 to December 2015, consecutive patients with advanced hypopharyngeal cancer who underwent PET and were treated with definitive radiation therapy were retrospectively reviewed. RESULTS A total of 61 patients were eligible for this study. On multivariate analysis, MTV of the primary tumor (MTV-T) was significantly related to the local control rate and overall survival (OS) (P = .036 and .012, respectively). In patients with lower MTV-T, MTV of metastatic lymph nodes (MTV-N) was significantly related to disease-specific survival and OS (P = .012 and .017, respectively). CONCLUSION MTV-T is a significant predictor in patients with advanced hypopharyngeal cancer, and MTV-N is also significant in patients with lower MTV-T.
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Affiliation(s)
- Eiichiro Okazaki
- Department of Radiation Oncology, Saiseikai Nakatsu Hospital, Osaka, Japan.,Department of Radiation Oncology, Osaka City University Graduate School of Medicine, Osaka, Japan
| | - Joji Kawabe
- Department of Nuclear Medicine, Osaka City University Graduate School of Medicine, Osaka, Japan
| | - Masahiro Oishi
- Department of Otolaryngology and Head & Neck Surgery, Osaka City University Graduate School of Medicine, Osaka, Japan
| | - Masako Hosono
- Department of Radiation Oncology, Osaka City University Graduate School of Medicine, Osaka, Japan
| | - Shigeaki Higashiyama
- Department of Nuclear Medicine, Osaka City University Graduate School of Medicine, Osaka, Japan
| | - Yuichi Teranishi
- Department of Otolaryngology and Head & Neck Surgery, Osaka City University Graduate School of Medicine, Osaka, Japan
| | - Susumu Shiomi
- Department of Nuclear Medicine, Osaka City University Graduate School of Medicine, Osaka, Japan
| | - Hiroyoshi Iguchi
- Department of Otolaryngology and Head & Neck Surgery, Osaka City University Graduate School of Medicine, Osaka, Japan
| | - Yukio Miki
- Department of Diagnostic and Interventional Radiology, Osaka City University Graduate School of Medicine, Osaka, Japan
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Diao W, Tian F, Jia Z. The prognostic value of SUV max measuring on primary lesion and ALN by 18F-FDG PET or PET/CT in patients with breast cancer. Eur J Radiol 2018; 105:1-7. [PMID: 30017264 DOI: 10.1016/j.ejrad.2018.05.014] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 04/15/2018] [Accepted: 05/14/2018] [Indexed: 02/07/2023]
Abstract
PURPOSE To evaluate the prognostic value of maximum standardized uptake values (SUVmax) measured in the primary lesion and axillary lymph nodes (ALN) by pretreatment fluorine-18-fluorodeoxyglucose (18F-FDG) positron emission tomography (PET) or positron emission tomography/computed tomography (PET/CT) in patients with breast cancer. METHODS We systematically searched PubMed, Embase, and the Cochrane Library. The primary prognosis endpoint was event-free survival (EFS), and the secondary endpoint was overall survival (OS). The pooled hazard ratio (HR) was estimated by using random-effects model according to the results of heterogeneity. RESULTS Fifteen eligible studies with 3574 breast cancer patients were included. For EFS, patients with higher primary SUVmax showed a poorer survival prognosis with pooled HR of 1.96 (95% confidence interval (CI) 1.40-2.73). The combined HR of high SUVmax in ALN and ALN-to-primary SUVmax ratio (N/T ratio) were 1.89 (95% CI 0.70-5.07) and 2.06 (95% CI 0.59-7.21), respectively. In analyzing invasive ductal carcinoma (IDC) patients, the pooled HR was 1.91 (95% CI 1.40-2.64). For OS, the pooled HR of SUVmax in primary lesion and ALN were 0.64 (95% CI 0.23-1.84) and 1.09 (95% CI 0.07-16.53), respectively. CONCLUSIONS Our meta-analysis suggested that patients with high primary SUVmax may experience a higher risk for recurrence or a poor progression. Moreover, the SUVmax of 18F-FDG showed a significant prognostic value in IDC patients.
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Affiliation(s)
- Wei Diao
- Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, PR China
| | - Fangfang Tian
- Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, PR China
| | - Zhiyun Jia
- Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, PR China.
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22
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Fricke IB, De Souza R, Costa Ayub L, Francia G, Kerbel R, Jaffray DA, Zheng J. Spatiotemporal assessment of spontaneous metastasis formation using multimodal in vivo imaging in HER2+ and triple negative metastatic breast cancer xenograft models in mice. PLoS One 2018; 13:e0196892. [PMID: 29723251 PMCID: PMC5933713 DOI: 10.1371/journal.pone.0196892] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Accepted: 04/20/2018] [Indexed: 12/31/2022] Open
Abstract
Background Preclinical breast cancer models recapitulating the clinical course of metastatic disease are crucial for drug development. Highly metastatic cell lines forming spontaneous metastasis following orthotopic implantation were previously developed and characterized regarding their biological and histological characteristics. This study aimed to non-invasively and longitudinally characterize the spatiotemporal pattern of metastasis formation and progression in the MDA-MB-231-derived triple negative LM2-4 and HER2+ LM2-4H2N cell lines, using bioluminescence imaging (BLI), contrast enhanced computed tomography (CT), fluorescence imaging, and 2-deoxy-2-[fluorine-18]fluoro-D-glucose positron emission tomography ([18F]FDG-PET). Material and methods LM2-4, LM2-4H2N, and MDA-MB-231 tumors were established in the right inguinal mammary fat pad (MFP) of female SCID mice and resected 14–16 days later. Metastasis formation was monitored using BLI. Metabolic activity of primary and metastatic lesions in mice bearing LM2-4 or LM2-4H2N was assessed by [18F]FDG-PET. Metastatic burden at study endpoint was assessed by CT and fluorescence imaging following intravenous dual-modality liposome agent administration. Results Comparable temporal metastasis patterns were observed using BLI for the highly metastatic cell lines LM2-4 and LM2-4H2N, while metastasis formed about 10 days later for MDA-MB-231. 21 days post primary tumor resection, metastases were detected in 86% of LM2-4, 69% of LM2-4H2N, and 60% of MDA-MB-231 inoculated mice, predominantly in the axillary region, contralateral MFP, and liver/lung. LM2-4 and LM2-4H2N tumors displayed high metabolism based on [18F]FDG-PET uptake. Lung metastases were detected as the [18F]FDG-PET uptake increased significantly between pre- and post-metastasis scan. Using a liposomal dual-modality agent, CT and fluorescence confirmed BLI detected lesions and identified additional metastatic nodules in the intraperitoneal cavity and lung. Conclusions The combination of complementary anatomical and functional imaging techniques can provide high sensitivity characterization of metastatic disease spread, progression and overall disease burden. The described models and imaging toolset can be implemented as an effective means for quantitative treatment response evaluation in metastatic breast cancer.
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Affiliation(s)
- Inga B. Fricke
- TECHNA Institute for the Advancement of Technology for Health, University Health Network, Toronto, Ontario, Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
- * E-mail:
| | - Raquel De Souza
- TECHNA Institute for the Advancement of Technology for Health, University Health Network, Toronto, Ontario, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
| | - Lais Costa Ayub
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
| | - Giulio Francia
- Biological Sciences Platform, Sunnybrook Research Institute, Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Robert Kerbel
- Biological Sciences Platform, Sunnybrook Research Institute, Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - David A. Jaffray
- TECHNA Institute for the Advancement of Technology for Health, University Health Network, Toronto, Ontario, Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Jinzi Zheng
- TECHNA Institute for the Advancement of Technology for Health, University Health Network, Toronto, Ontario, Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
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23
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Arer İM, Yabanoğlu H, Kuş M, Akdur A, Avcı T. Retrospective Analysis of Patients with Synchronous Primary Breast and Thyroid Carcinoma. Eur J Breast Health 2018; 14:80-84. [PMID: 29774315 DOI: 10.5152/ejbh.2018.3853] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Accepted: 11/30/2017] [Indexed: 12/19/2022]
Abstract
Objective Breast and thyroid cancers are commonly encountered malignancies. Increased risk of breast cancer in follow-up period of thyroid cancer or vice versa has been reported. However, they have some associations, synchronous presentation of these tumors is rare. We presented 12 patients diagnosed as breast and thyroid cancer and treated at the same time. Materials and Methods Mastectomy and thyroidectomy were performed in 19 patients at the same time. 7 patients were excluded because of benign thyroid pathology. Therefore 12 patients who had diagnosis of synchronous breast and thyroid cancer were included. Data regarding clinical, pathological, treatment and prognostic factors was retrospectively analyzed. Results Total thyroidectomy was performed in all patients. The mean age of patients was 54 years (min. 44-max. 70). Only one patient was male. Thyroid pathology was detected preoperatively by FDG PET-CT scan in 11 patients. Breast reconstruction was performed in three patients. The most commonly seen thyroid malignancy was papillary thyroid carcinoma. Postoperative complication rate was 33.3%. Adjuvant chemotherapy was given in 11 patients whereas one patient received adjuvant radiotherapy. Conclusion Although synchronous presentation of breast and thyroid cancer is rare, surgical treatment of both of these tumors can be safely performed at the same time. Association of these tumors should be evaluated by large scaled studies.
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Affiliation(s)
- İlker Murat Arer
- Department of General Surgery, Baskent University, Adana Training and Research Center, Adana, Turkey
| | - Hakan Yabanoğlu
- Department of General Surgery, Baskent University, Adana Training and Research Center, Adana, Turkey
| | - Murat Kuş
- Department of General Surgery, Baskent University, Adana Training and Research Center, Adana, Turkey
| | - Aydıncan Akdur
- Department of General Surgery, Baskent University School of Medicine, Ankara, Turkey
| | - Tevfik Avcı
- Department of General Surgery, Baskent University School of Medicine, Ankara, Turkey
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Wuest M, Hamann I, Bouvet V, Glubrecht D, Marshall A, Trayner B, Soueidan OM, Krys D, Wagner M, Cheeseman C, West F, Wuest F. Molecular Imaging of GLUT1 and GLUT5 in Breast Cancer: A Multitracer Positron Emission Tomography Imaging Study in Mice. Mol Pharmacol 2018; 93:79-89. [PMID: 29142019 DOI: 10.1124/mol.117.110007] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Accepted: 11/13/2017] [Indexed: 02/14/2025] Open
Abstract
Use of [18F]FDG-positron emission tomography (PET) in clinical breast cancer (BC) imaging is limited mainly by insufficient expression levels of facilitative glucose transporter (GLUT)1 in up to 50% of all patients. Fructose-specific facilitative hexose transporter GLUT5 represents an alternative biomarker for PET imaging of hexose metabolism in BC. The goal of the present study was to compare the uptake characteristics of selected hexose-based PET radiotracers in murine BC model EMT6. Uptake of 1-deoxy-1-[18F]fluoro-d-fructose (1-[18F]FDF), 6-deoxy-6-[18F]fluoro-d-fructose (6-[18F]FDF), 1-deoxy-1-[18F]fluoro-2,5-anhydro-mannitol (1-[18F]FDAM), 2-deoxy-2-[18F]fluoro-d-glucose (2-[18F]FDG), and 6-deoxy-6-[18F]fluoro-d-glucose (6-[18F]FDG) was studied in EMT6 cells, tumors, and muscle and correlated to GLUT1 and GLUT5 expression levels. Fructose-derivative 6-[18F]FDF revealed greater tumor uptake than did structural analog 1-[18F]FDF, whereas 1-[18F]FDAM with locked anomeric configuration showed similar low tumor uptake to that of 1-[18F]FDF. Glucose-derivative 6-[18F]FDG reached maximum tumor uptake at 20 minutes, with no further accumulation over time. Uptake of 2-[18F]FDG was greatest and continuously increasing owing to metabolic trapping through phosphorylation by hexokinase II. In EMT6 tumors, GLUT5 mRNA expression was 20,000-fold lower compared with GLUT1. Whereas the latter was much greater in tumor than in muscle tissue (GLUT1 50:1), the opposite was found for GLUT5 mRNA expression (GLUT5 1:6). GLUT5 protein levels were higher in tumor versus muscle tissue as determined by Western blot and immunohistochemistry. Our data suggest that tumor uptake of fructose metabolism-targeting radiotracers 1-[18F]FDF, 6-[18F]FDF, and 1-[18F]FDAM does not correlate with GLUT5 mRNA levels but is linked to GLUT5 protein levels. In conclusion, our results highlight the importance of detailed biochemical studies on GLUT protein expression levels in combination with PET imaging studies for functional characterization of GLUTs in BC.
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Affiliation(s)
- Melinda Wuest
- Departments of Oncology and Cross Cancer Institute (M.Wu., I.H., V.B., D.G., A.M., D.K., M.Wa., F.Wu.), Chemistry (O.-M.S., F.We.), and Physiology (B.T., O.-M.S., C.C.), University of Alberta, Edmonton, Alberta, Canada
| | - Ingrit Hamann
- Departments of Oncology and Cross Cancer Institute (M.Wu., I.H., V.B., D.G., A.M., D.K., M.Wa., F.Wu.), Chemistry (O.-M.S., F.We.), and Physiology (B.T., O.-M.S., C.C.), University of Alberta, Edmonton, Alberta, Canada
| | - Vincent Bouvet
- Departments of Oncology and Cross Cancer Institute (M.Wu., I.H., V.B., D.G., A.M., D.K., M.Wa., F.Wu.), Chemistry (O.-M.S., F.We.), and Physiology (B.T., O.-M.S., C.C.), University of Alberta, Edmonton, Alberta, Canada
| | - Darryl Glubrecht
- Departments of Oncology and Cross Cancer Institute (M.Wu., I.H., V.B., D.G., A.M., D.K., M.Wa., F.Wu.), Chemistry (O.-M.S., F.We.), and Physiology (B.T., O.-M.S., C.C.), University of Alberta, Edmonton, Alberta, Canada
| | - Alison Marshall
- Departments of Oncology and Cross Cancer Institute (M.Wu., I.H., V.B., D.G., A.M., D.K., M.Wa., F.Wu.), Chemistry (O.-M.S., F.We.), and Physiology (B.T., O.-M.S., C.C.), University of Alberta, Edmonton, Alberta, Canada
| | - Brendan Trayner
- Departments of Oncology and Cross Cancer Institute (M.Wu., I.H., V.B., D.G., A.M., D.K., M.Wa., F.Wu.), Chemistry (O.-M.S., F.We.), and Physiology (B.T., O.-M.S., C.C.), University of Alberta, Edmonton, Alberta, Canada
| | - Olivier-Mohamad Soueidan
- Departments of Oncology and Cross Cancer Institute (M.Wu., I.H., V.B., D.G., A.M., D.K., M.Wa., F.Wu.), Chemistry (O.-M.S., F.We.), and Physiology (B.T., O.-M.S., C.C.), University of Alberta, Edmonton, Alberta, Canada
| | - Daniel Krys
- Departments of Oncology and Cross Cancer Institute (M.Wu., I.H., V.B., D.G., A.M., D.K., M.Wa., F.Wu.), Chemistry (O.-M.S., F.We.), and Physiology (B.T., O.-M.S., C.C.), University of Alberta, Edmonton, Alberta, Canada
| | - Michael Wagner
- Departments of Oncology and Cross Cancer Institute (M.Wu., I.H., V.B., D.G., A.M., D.K., M.Wa., F.Wu.), Chemistry (O.-M.S., F.We.), and Physiology (B.T., O.-M.S., C.C.), University of Alberta, Edmonton, Alberta, Canada
| | - Chris Cheeseman
- Departments of Oncology and Cross Cancer Institute (M.Wu., I.H., V.B., D.G., A.M., D.K., M.Wa., F.Wu.), Chemistry (O.-M.S., F.We.), and Physiology (B.T., O.-M.S., C.C.), University of Alberta, Edmonton, Alberta, Canada
| | - Frederick West
- Departments of Oncology and Cross Cancer Institute (M.Wu., I.H., V.B., D.G., A.M., D.K., M.Wa., F.Wu.), Chemistry (O.-M.S., F.We.), and Physiology (B.T., O.-M.S., C.C.), University of Alberta, Edmonton, Alberta, Canada
| | - Frank Wuest
- Departments of Oncology and Cross Cancer Institute (M.Wu., I.H., V.B., D.G., A.M., D.K., M.Wa., F.Wu.), Chemistry (O.-M.S., F.We.), and Physiology (B.T., O.-M.S., C.C.), University of Alberta, Edmonton, Alberta, Canada
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Guo W, Hao B, Luo N, Ruan D, Guo X, Chen HJ, Wu H, Sun L. Early re-staging and molecular subtype shift surveillance of locally recurrent or metastatic breast cancer: A new PET/CT integrated precise algorithm. Cancer Lett 2018; 418:221-229. [PMID: 29337111 DOI: 10.1016/j.canlet.2018.01.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Accepted: 01/08/2018] [Indexed: 01/03/2023]
Abstract
Recurrent breast cancer poses considerable diagnostic and therapeutic challenges for clinic. Clinical suspicion of recurrence must be first confirmed by imaging studies. Then re-biopsy of suspected recurrence and metastasis in patients with breast cancer is recommended in the practice guidelines of the National Comprehensive Cancer Network (NCCN) and European Society for Medical Oncology (ESMO) to confirm whether the molecular subtype changes. It may change the individual treatment plan directly. Our research provided an integrated algorithm for locally recurrent or distant metastatic breast cancer, including early relapse detection and subsequently a new practical PET/CT imaging guide biopsy approach for surveilling molecular subtype shifts of the recurrent breast cancer. In our results, 18F-FDG PET/CT appears to be more sensitive and accurate than conventional imaging technologies in early detecting locally recurrent or metastatic breast cancer. PET/CT-guided percutaneous FDG-avid target biopsies offers a new integrated precise re-biopsy algorithm for pathologic confirm and surveillance of molecular subtype shifts of the recurrent breast cancer. The precise algorithm for breast cancer recurrence and metastasis can be established in one stop, opening a window of opportunity for breast cancer patients to improve precise individual therapy and prolong survival.
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Affiliation(s)
- Wei Guo
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Bing Hao
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Nana Luo
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Dan Ruan
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Xiuyu Guo
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Hao-Jun Chen
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Hua Wu
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Long Sun
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Xiamen, China.
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Magee AL, Dashevsky BZ, Jahangir K, Kulkarni K. Incidental focal uptake in the breast and axilla on FDG PET: Clinical considerations and differential diagnosis. Clin Imaging 2017. [DOI: 10.1016/j.clinimag.2017.06.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
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27
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Diagnostic performance of a novel dedicated breast PET scanner with C-shaped ring detectors. Nucl Med Commun 2017; 38:388-395. [DOI: 10.1097/mnm.0000000000000661] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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