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Ma LWY, Cheung PSY, Ho CL, Wong YH, Luk WP, Fung LH. Correlation on metabolic complete response on positron emission tomography and pathological complete response in patients with breast cancer after neoadjuvant chemotherapy. World J Surg 2025; 49:570-575. [PMID: 39832841 DOI: 10.1002/wjs.12454] [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: 04/30/2024] [Accepted: 11/23/2024] [Indexed: 01/22/2025]
Abstract
PURPOSE The use of neoadjuvant chemotherapy in treating breast cancer has expanded in recent years. There was increased interest in using positron emission tomography (PET) for the evaluation of treatment response. We aimed to study the accuracy of metabolic complete response (mCR) on PET scan in predicting pathological complete response (pCR) after neoadjuvant treatment. METHODS AND RESULTS Between January 1, 2014 and June 30, 2019, 356 consecutive patients who completed neoadjuvant treatment underwent PET scan before surgery. 207 patients (58.1%) achieved mCR and 128 patients (36.0%) achieved pathologic CR. Among mCR patients, 101 (48.8%) had pCR. Among pCR patients, 27 (21%) did not achieve mCR on PET. The overall sensitivity of predicting pCR with mCR was 78.9% and specificity of 53.5%. The overall accuracy was 0.691 by area under the receiver operating characteristic curve (AUC). Analysis using mCR to predict breast/axilla pCR had a sensitivity of 76.2%/67.9%, specificity of 54%/62.1%, and AUC of 0.682/0.675, respectively. Sensitivity and specificity were highest among HR-/HER2+ (87.1% and 57.1%), followed by HR+/HER2- (85% and 59.6%) and triple negative (82.1% and 54.1%) and the lowest were HR+/HER2+ (triple positive) (69.4% and 40.3%). There was little difference in sensitivity and specificity among the high and low Ki67 proliferation index (78.3% vs. 75% and 52.1% vs. 62.5%). CONCLUSION PET was useful in evaluation of tumor response to neoadjuvant chemotherapy especially in the HR-HER2+ subtype. However, its accuracy was not high enough to replace surgery.
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Affiliation(s)
- Lorraine Wai Yan Ma
- Department of Surgery, Pamela Youde Nethersole Eastern Hospital, Hong Kong, China
| | | | - Chi Lai Ho
- Department of Nuclear Medicine & Positron Emission Tomography, Hong Kong Sanatorium & Hospital, Hong Kong, China
| | - Yuet Hung Wong
- Department of Nuclear Medicine & Positron Emission Tomography, Hong Kong Sanatorium & Hospital, Hong Kong, China
| | - Wing Pan Luk
- Research Department, Hong Kong Sanatorium & Hospital, Hong Kong, China
| | - Ling Hiu Fung
- Research Department, Hong Kong Sanatorium & Hospital, Hong Kong, China
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Edmonds CE, O'Brien SR, McDonald ES, Mankoff DA, Pantel AR. PET Imaging of Breast Cancer: Current Applications and Future Directions. JOURNAL OF BREAST IMAGING 2024; 6:586-600. [PMID: 39401324 DOI: 10.1093/jbi/wbae053] [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: 04/23/2024] [Indexed: 11/07/2024]
Abstract
As molecular imaging use expands for patients with breast cancer, it is important for breast radiologists to have a basic understanding of molecular imaging, including PET. Although breast radiologists may not directly interpret such studies, basic knowledge of molecular imaging will enable the radiologist to better direct diagnostic workup of patients as well as discuss diagnostic imaging with the patient and other treating physicians. Several new tracers are now available to complement imaging glucose metabolism with FDG. Because it provides a noninvasive assessment of disease status across the whole body, PET offers specific advantages over tissue-based assays. Paired with targeted therapy, molecular imaging has the potential to guide personalized treatment of breast cancer, including guiding dosing during drug trials as well as predicting and assessing clinical response. This review discusses the current established applications of FDG, which remains the most widely used PET radiotracer for malignancy, including breast cancer, and highlights potential areas for expanded use based on recent research. It also summarizes research to date on the U.S. Food and Drug Administration (FDA)-approved PET tracer 16α-18F-fluoro-17β-estradiol (FES), which targets ER, including the current guidelines from the Society of Nuclear Medicine and Molecular Imaging on the appropriate use of FES-PET/CT for breast cancer as well as areas of active investigation for other potential applications. Finally, the review highlights several of the most promising novel PET tracers that are poised for clinical translation in the near future.
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Affiliation(s)
- Christine E Edmonds
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Sophia R O'Brien
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Elizabeth S McDonald
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - David A Mankoff
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Austin R Pantel
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
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Vaz SC, Woll JPP, Cardoso F, Groheux D, Cook GJR, Ulaner GA, Jacene H, Rubio IT, Schoones JW, Peeters MJV, Poortmans P, Mann RM, Graff SL, Dibble EH, de Geus-Oei LF. Joint EANM-SNMMI guideline on the role of 2-[ 18F]FDG PET/CT in no special type breast cancer : (endorsed by the ACR, ESSO, ESTRO, EUSOBI/ESR, and EUSOMA). Eur J Nucl Med Mol Imaging 2024; 51:2706-2732. [PMID: 38740576 PMCID: PMC11224102 DOI: 10.1007/s00259-024-06696-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 03/20/2024] [Indexed: 05/16/2024]
Abstract
INTRODUCTION There is much literature about the role of 2-[18F]FDG PET/CT in patients with breast cancer (BC). However, there exists no international guideline with involvement of the nuclear medicine societies about this subject. PURPOSE To provide an organized, international, state-of-the-art, and multidisciplinary guideline, led by experts of two nuclear medicine societies (EANM and SNMMI) and representation of important societies in the field of BC (ACR, ESSO, ESTRO, EUSOBI/ESR, and EUSOMA). METHODS Literature review and expert discussion were performed with the aim of collecting updated information regarding the role of 2-[18F]FDG PET/CT in patients with no special type (NST) BC and summarizing its indications according to scientific evidence. Recommendations were scored according to the National Institute for Health and Care Excellence (NICE) criteria. RESULTS Quantitative PET features (SUV, MTV, TLG) are valuable prognostic parameters. In baseline staging, 2-[18F]FDG PET/CT plays a role from stage IIB through stage IV. When assessing response to therapy, 2-[18F]FDG PET/CT should be performed on certified scanners, and reported either according to PERCIST, EORTC PET, or EANM immunotherapy response criteria, as appropriate. 2-[18F]FDG PET/CT may be useful to assess early metabolic response, particularly in non-metastatic triple-negative and HER2+ tumours. 2-[18F]FDG PET/CT is useful to detect the site and extent of recurrence when conventional imaging methods are equivocal and when there is clinical and/or laboratorial suspicion of relapse. Recent developments are promising. CONCLUSION 2-[18F]FDG PET/CT is extremely useful in BC management, as supported by extensive evidence of its utility compared to other imaging modalities in several clinical scenarios.
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Affiliation(s)
- Sofia C Vaz
- Nuclear Medicine-Radiopharmacology, Champalimaud Clinical Center, Champalimaud Foundation, Lisbon, Portugal.
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands.
| | | | - Fatima Cardoso
- Breast Unit, Champalimaud Clinical Center, Champalimaud Foundation, Lisbon, Portugal
| | - David Groheux
- Nuclear Medicine Department, Saint-Louis Hospital, Paris, France
- University Paris-Diderot, INSERM U976, Paris, France
- Centre d'Imagerie Radio-Isotopique (CIRI), La Rochelle, France
| | - Gary J R Cook
- Department of Cancer Imaging, King's College London, London, UK
- King's College London and Guy's & St Thomas' PET Centre, London, UK
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Gary A Ulaner
- Molecular Imaging and Therapy, Hoag Family Cancer Institute, Newport Beach, CA, USA
- University of Southern California, Los Angeles, CA, USA
| | - Heather Jacene
- Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Isabel T Rubio
- Breast Surgical Oncology, Clinica Universidad de Navarra, Madrid, Cancer Center Clinica Universidad de Navarra, Navarra, Spain
| | - Jan W Schoones
- Directorate of Research Policy, Leiden University Medical Center, Leiden, The Netherlands
| | - Marie-Jeanne Vrancken Peeters
- Department of Surgical Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Philip Poortmans
- Department of Radiation Oncology, Iridium Netwerk, Antwerp, Belgium
- University of Antwerp, Wilrijk, Antwerp, Belgium
| | - Ritse M Mann
- Radiology Department, RadboudUMC, Nijmegen, The Netherlands
| | - Stephanie L Graff
- Lifespan Cancer Institute, Providence, Rhode Island, USA
- Legorreta Cancer Center at Brown University, Providence, Rhode Island, USA
| | - Elizabeth H Dibble
- Department of Diagnostic Imaging, The Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA.
| | - Lioe-Fee de Geus-Oei
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands.
- Biomedical Photonic Imaging Group, University of Twente, Enschede, The Netherlands.
- Department of Radiation Science & Technology, Technical University of Delft, Delft, The Netherlands.
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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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Vural Topuz O, Akkurt T, Erdem G, Kaya E, Kaya M, Akkaş B. Can post neoadjuvant chemotherapy 18F-FDG PET/CT predict residual cancer burden in locally advanced breast cancer? MÉDECINE NUCLÉAIRE 2024; 48:141-149. [DOI: 10.1016/j.mednuc.2024.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Diwanji D, Onishi N, Hathi DK, Lawhn-Heath C, Kornak J, Li W, Guo R, Molina-Vega J, Seo Y, Flavell RR, Heditsian D, Brain S, Esserman LJ, Joe BN, Hylton NM, Jones EF, Ray KM. 18F-FDG Dedicated Breast PET Complementary to Breast MRI for Evaluating Early Response to Neoadjuvant Chemotherapy. Radiol Imaging Cancer 2024; 6:e230082. [PMID: 38551406 PMCID: PMC10988337 DOI: 10.1148/rycan.230082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 12/30/2023] [Accepted: 02/16/2024] [Indexed: 04/02/2024]
Abstract
Purpose To compare quantitative measures of tumor metabolism and perfusion using fluorine 18 (18F) fluorodeoxyglucose (FDG) dedicated breast PET (dbPET) and breast dynamic contrast-enhanced (DCE) MRI during early treatment with neoadjuvant chemotherapy (NAC). Materials and Methods Prospectively collected DCE MRI and 18F-FDG dbPET examinations were analyzed at baseline (T0) and after 3 weeks (T1) of NAC in 20 participants with 22 invasive breast cancers. FDG dbPET-derived standardized uptake value (SUV), metabolic tumor volume, and total lesion glycolysis (TLG) and MRI-derived percent enhancement (PE), signal enhancement ratio (SER), and functional tumor volume (FTV) were calculated at both time points. Differences between FDG dbPET and MRI parameters were evaluated after stratifying by receptor status, Ki-67 index, and residual cancer burden. Parameters were compared using Wilcoxon signed rank and Mann-Whitney U tests. Results High Ki-67 tumors had higher baseline SUVmean (difference, 5.1; P = .01) and SUVpeak (difference, 5.5; P = .04). At T1, decreases were observed in FDG dbPET measures (pseudo-median difference T0 minus T1 value [95% CI]) of SUVmax (-6.2 [-10.2, -2.6]; P < .001), SUVmean (-2.6 [-4.9, -1.3]; P < .001), SUVpeak (-4.2 [-6.9, -2.3]; P < .001), and TLG (-29.1 mL3 [-71.4, -6.8]; P = .005) and MRI measures of SERpeak (-1.0 [-1.3, -0.2]; P = .02) and FTV (-11.6 mL3 [-22.2, -1.7]; P = .009). Relative to nonresponsive tumors, responsive tumors showed a difference (95% CI) in percent change in SUVmax of -34.3% (-55.9%, 1.5%; P = .06) and in PEpeak of -42.4% (95% CI: -110.5%, 8.5%; P = .08). Conclusion 18F-FDG dbPET was sensitive to early changes during NAC and provided complementary information to DCE MRI that may be useful for treatment response evaluation. Keywords: Breast, PET, Dynamic Contrast-enhanced MRI Clinical trial registration no. NCT01042379 Supplemental material is available for this article. © RSNA, 2024.
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Affiliation(s)
- Devan Diwanji
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Natsuko Onishi
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Deep K. Hathi
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Courtney Lawhn-Heath
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - John Kornak
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Wen Li
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Ruby Guo
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Julissa Molina-Vega
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Youngho Seo
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Robert R. Flavell
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Diane Heditsian
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Susie Brain
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Laura J. Esserman
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Bonnie N. Joe
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Nola M. Hylton
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Ella F. Jones
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
| | - Kimberly M. Ray
- From the Departments of Radiology and Biomedical Imaging (D.D., N.O.,
D.K.H., C.L.H., W.L., R.G., Y.S., R.R.F., B.N.J., N.M.H., E.F.J., K.M.R.),
Epidemiology and Biostatistics (J.K.), and Surgery (J.M.V., L.J.E.), University
of California San Francisco, 550 16th St, San Francisco, CA 94158; and
I-SPY 2 Advocacy Group, San Francisco, Calif (D.H., S.B.)
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Castorina L, Comis AD, Prestifilippo A, Quartuccio N, Panareo S, Filippi L, Castorina S, Giuffrida D. Innovations in Positron Emission Tomography and State of the Art in the Evaluation of Breast Cancer Treatment Response. J Clin Med 2023; 13:154. [PMID: 38202160 PMCID: PMC10779934 DOI: 10.3390/jcm13010154] [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: 10/19/2023] [Revised: 12/14/2023] [Accepted: 12/23/2023] [Indexed: 01/12/2024] Open
Abstract
The advent of hybrid Positron Emission Tomography/Computed Tomography (PET/CT) and PET/Magnetic Resonance Imaging (MRI) scanners resulted in an increased clinical relevance of nuclear medicine in oncology. The use of [18F]-Fluorodeoxyglucose ([18F]FDG) has also made it possible to study tumors (including breast cancer) from not only a dimensional perspective but also from a metabolic point of view. In particular, the use of [18F]FDG PET allowed early confirmation of the efficacy or failure of therapy. The purpose of this review was to assess the literature concerning the response to various therapies for different subtypes of breast cancer through PET. We start by summarizing studies that investigate the validation of PET/CT for the assessment of the response to therapy in breast cancer; then, we present studies that compare PET imaging (including PET devices dedicated to the breast) with CT and MRI, focusing on the identification of the most useful parameters obtainable from PET/CT. We also focus on novel non-FDG radiotracers, as they allow for the acquisition of information on specific aspects of the new therapies.
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Affiliation(s)
- Luigi Castorina
- Nuclear Medicine Outpatient Unit, REM Radiotherapy Srl, Via Penninanzzo 11, 95029 Viagrande, Italy;
| | - Alessio Danilo Comis
- Nuclear Medicine Outpatient Unit, REM Radiotherapy Srl, Via Penninanzzo 11, 95029 Viagrande, Italy;
| | - Angela Prestifilippo
- Department of Oncology, IOM Mediterranean Oncology Institute, Via Penninanzzo 7, 95029 Viagrande, Italy; (A.P.); (D.G.)
| | - Natale Quartuccio
- Nuclear Medicine Unit, Ospedali Riuniti Villa Sofia-Cervello, 90146 Palermo, Italy;
| | - Stefano Panareo
- Nuclear Medicine Unit, Oncology and Haematology Department, University Hospital of Modena, 41124 Modena, Italy;
| | - Luca Filippi
- Nuclear Medicine Unit, Department of Oncohaematology, Fondazione PTV Policlinico Tor Vergata University Hospital, Viale Oxford 81, 00133 Rome, Italy;
| | - Serena Castorina
- Nuclear Medicine Unit, Azienda Ospedaliero Universitaria Policlinico “G. Rodolico-San Marco”, 95123 Catania, Italy
| | - Dario Giuffrida
- Department of Oncology, IOM Mediterranean Oncology Institute, Via Penninanzzo 7, 95029 Viagrande, Italy; (A.P.); (D.G.)
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8
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Chen L, Zheng S, Chen L, Xu S, Wu K, Kong L, Xue J, Chen X, Miao W, Zhu Y. 68Ga-Labeled Fibroblast Activation Protein Inhibitor PET/CT for the Early and Late Prediction of Pathologic Response to Neoadjuvant Chemotherapy in Breast Cancer Patients: A Prospective Study. J Nucl Med 2023; 64:1899-1905. [PMID: 37918866 PMCID: PMC10690122 DOI: 10.2967/jnumed.123.266079] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 09/27/2023] [Indexed: 11/04/2023] Open
Abstract
68Ga-labeled fibroblast activation protein inhibitor (68Ga-FAPI) PET/CT has demonstrated promising clinical results, with a higher SUVmax and tumor-to-background ratio (TBR) in breast cancer (BC) patients than 18F-FDG PET/CT. Here, we aimed to evaluate the suitability of 68Ga-FAPI PET/CT for the early and late prediction of the pathologic response to neoadjuvant chemotherapy (NAC) in BC. Methods: Twenty-two consecutive patients with newly diagnosed BC and an indication for NAC were prospectively included. All patients underwent standard chemotherapy and 68Ga-FAPI PET/CT at baseline, after 2 cycles of NAC (PET2), and 1 wk before surgery (PET3). SUVmax was measured in the primary tumor region and positive regional lymph nodes. The expression of fibroblast activation protein in the primary lesion was analyzed by immunohistochemistry. Results: Seven patients (31.8%) achieved a pathologic complete response (pCR), and 15 (68.2%) had residual tumors. Thirteen patients (59.1%) showed concentric withdrawal of the primary tumor, and 9 (40.9%) showed diffuse withdrawal. Between PET2 and PET3, the ΔSUVmax of the primary tumor (R 2 = 0.822; P = 0.001) and metastatic lymph nodes (R 2 = 0.645; P = 0.002) were significantly correlated. The absolute values of SUVmax and TBR at PET2 and PET3 were lower in patients with pCR than in those without pCR (P < 0.05). Moreover, a larger ΔSUVmax at any time point was strongly associated with pCR (P < 0.05). Similar downward trends in SUVmax, TBR, and ΔSUVmax were observed in the pattern of primary tumor reduction. For predicting pCR, the optimal cutoff values for ΔSUVmax after 2 chemotherapy cycles, ΔSUVmax before surgery, TBR after 2 chemotherapy cycles, and TBR before surgery of the primary tumor were 3.4 (area under the curve [AUC], 0.890), 1.1 (AUC, 0.978), -63.8% (AUC, 0.879), -90.8% (AUC, 0.978), 7.6 (AUC, 0.848), and 1.4 (AUC, 0.971), respectively. Immunohistochemistry showed that the SUVmax and TBR of 68Ga-FAPI PET/CT were positively correlated with fibroblast activation protein expression (P < 0.001 for both). Conclusion: Assessment of early changes in 68Ga-FAPI uptake during NAC by 68Ga-FAPI PET/CT can predict pCR and primary tumor concentric withdrawal in BC patients. 68Ga-FAPI PET/CT has great potential for the early and late prediction of the pathologic response to NAC in BC.
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Affiliation(s)
- Ling Chen
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Shan Zheng
- Department of Nuclear Medicine, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Linying Chen
- Department of Pathology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China; and
| | - Sunwang Xu
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Kunlin Wu
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Lingjun Kong
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Jiajie Xue
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Xiangjin Chen
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China;
| | - Weibing Miao
- Department of Nuclear Medicine, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China;
| | - Youzhi Zhu
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- Department of Thyroid and Breast Surgery, National Regional Medical Center, Binhai Campus of The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
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Groheux D, Ulaner GA, Hindie E. Breast cancer: treatment response assessment with FDG-PET/CT in the neoadjuvant and in the metastatic setting. Clin Transl Imaging 2023; 11:439-452. [DOI: 10.1007/s40336-023-00584-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 07/10/2023] [Indexed: 01/03/2025]
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10
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Inno A, Peri M, Turazza M, Bogina G, Modena A, Massocco A, Pezzella M, Valerio M, Mazzola R, Olivari L, Severi F, Foti G, Mazzi C, Marchetti F, Lunardi G, Salgarello M, Russo A, Gori S. The predictive and prognostic role of metabolic and volume-based parameters of positron emission tomography/computed tomography as non-invasive dynamic biological markers in early breast cancer treated with preoperative systemic therapy. Front Oncol 2023; 12:976823. [PMID: 36686832 PMCID: PMC9846157 DOI: 10.3389/fonc.2022.976823] [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: 06/23/2022] [Accepted: 12/08/2022] [Indexed: 01/05/2023] Open
Abstract
Introduction The role of fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) in early breast cancer treated with preoperative systemic therapy (PST) is not yet established in clinical practice. PET parameters have aroused great interest in the recent years, as non-invasive dynamic biological markers for predicting response to PST. Methods In this retrospective study, we included 141 patients with stage II-III breast cancer who underwent surgery after PST. Using ROC analysis, we set optimal cutoff of FDG-PET/CT parameters predictive for pathological complete response (pCR). We investigated the correlation between FDG-PET/CT parameters and pCR, median disease-free survival (DFS), and median overall survival (mOS). Results At multivariable analysis, baseline SUVmax (high vs low: OR 9.00, CI 1.85 - 61.9, p=0.012) and Delta SUVmax (high vs low: OR 9.64, CI 1.84, 69.2, p=0.012) were significantly associated with pCR rates. Interestingly, we found that a combined analysis of the metabolic parameter Delta SUVmax with the volume-based parameter Delta MTV, may help to identify patients with pCR, especially in the subgroup of hormone receptor positive breast cancer. Delta SUVmax was also an independent predictive marker for both mDFS (high vs low: HR 0.17, 95%CI 0.05-0.58, p=0.004) and mOS (high vs. low: HR 0.19, 95%CI 0.04-0.95, p=0.029). Discussion Our results suggest that Delta SUVmax may predict survival of early BC patients treated with PST.
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Affiliation(s)
- Alessandro Inno
- Medical Oncology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy,*Correspondence: Alessandro Inno,
| | - Marta Peri
- Medical Oncology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy,Medical Oncology Unit, Department of Surgical, Oncological and Stomatological Sciences, University of Palermo, Palermo, Italy
| | - Monica Turazza
- Medical Oncology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Giuseppe Bogina
- Pathology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Alessandra Modena
- Medical Oncology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Alberto Massocco
- Breast Surgery Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Modestino Pezzella
- Breast Surgery Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Matteo Valerio
- Medical Oncology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Rosario Mazzola
- Radiation Oncology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Laura Olivari
- Nuclear Medicine Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Fabrizia Severi
- Medical Physics Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Giovanni Foti
- Radiology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Cristina Mazzi
- Clinical Research Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Fabiana Marchetti
- Clinical Research Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Gianluigi Lunardi
- Clinical Analysis Laboratory and Transfusional Medicine, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Matteo Salgarello
- Nuclear Medicine Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Antonio Russo
- Medical Oncology Unit, Department of Surgical, Oncological and Stomatological Sciences, University of Palermo, Palermo, Italy
| | - Stefania Gori
- Medical Oncology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
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Nishioka E, Tsurusaki M, Kozuki R, Im SW, Kono A, Kitajima K, Murakami T, Ishii K. Comparison of Conventional Imaging and 18F-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography in the Diagnostic Accuracy of Staging in Patients with Intrahepatic Cholangiocarcinoma. Diagnostics (Basel) 2022; 12:diagnostics12112889. [PMID: 36428949 PMCID: PMC9689116 DOI: 10.3390/diagnostics12112889] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 11/14/2022] [Accepted: 11/17/2022] [Indexed: 11/23/2022] Open
Abstract
We aimed to examine the accuracy of tumor staging of intrahepatic cholangiocarcinoma (ICC) by using 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET-CT). From January 2001 to December 2021, 202 patients underwent PET-CT, CT, and MRI for the initial staging of ICC in two institutions. Among them, 102 patients had undergone surgical treatment. Ninety patients who had a histopathological diagnosis of ICC were retrospectively reviewed. The sensitivity and specificity of 18F-FDG PET-CT, CT, and magnetic resonance imaging (MRI) in detecting tumors, satellite focus, vascular invasion, and lymph node metastases were analyzed. Ninety patients with histologically diagnosed ICC were included. PET-CT demonstrated no statistically significant advantage over CT and MR in the diagnosis of multiple tumors and macrovascular invasion, and bile duct invasion. The overall sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy of PET-CT in lymph node metastases were 84%, 86%, 91%, 84%, and 86%, respectively. PET-CT revealed a significantly higher accuracy compared to CT or MRI (86%, 67%, and 76%, p < 0.01, respectively) in the diagnosis of regional lymph node metastases. The accuracy of tumor staging by PET-CT was higher than that by CT/MRI (PET-CT vs. CT vs. MRI: 68/90 vs. 47/90 vs. 51/90, p < 0.05). 18F-FDG PET-CT had sensitivity and specificity values for diagnosing satellite focus and vascular and bile duct invasion similar to those of CT or MRI; however, PET-CT showed higher accuracy in diagnosing regional lymph node metastases. 18F-FDG PET-CT exhibited higher tumor staging accuracy than that of CT/MRI. Thus, 18FDG PET-CT may support tumor staging in ICC.
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Affiliation(s)
- Eiko Nishioka
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe 650-0017, Hyogo, Japan
| | - Masakatsu Tsurusaki
- Department of Radiology, Kindai University Faculty of Medicine, Osaka-Sayama 589-8511, Osaka, Japan
- Correspondence: ; Tel.: +81-72-366-0221; Fax: +81-72-367-1685
| | - Ryohei Kozuki
- Department of Radiology, Kindai University Faculty of Medicine, Osaka-Sayama 589-8511, Osaka, Japan
| | - Sung-Woon Im
- Department of Radiology, Kindai University Faculty of Medicine, Osaka-Sayama 589-8511, Osaka, Japan
| | - Atsushi Kono
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe 650-0017, Hyogo, Japan
| | - Kazuhiro Kitajima
- Department of Radiology, Hyogo Medical University Faculty of Medicine, Nishinomiya 663-8501, Hyogo, Japan
| | - Takamichi Murakami
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe 650-0017, Hyogo, Japan
| | - Kazunari Ishii
- Department of Radiology, Kindai University Faculty of Medicine, Osaka-Sayama 589-8511, Osaka, Japan
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12
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Yang L, Chang J, He X, Peng M, Zhang Y, Wu T, Xu P, Chu W, Gao C, Cao S, Kang S. PET/CT-based radiomics analysis may help to predict neoadjuvant chemotherapy outcomes in breast cancer. Front Oncol 2022; 12:849626. [PMID: 36419895 PMCID: PMC9676961 DOI: 10.3389/fonc.2022.849626] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 10/11/2022] [Indexed: 07/23/2024] Open
Abstract
BACKGROUND The aim of this study was to evaluate the clinical usefulness of radiomics signature-derived 18F-fluorodeoxyglucose (18F-FDG) positron emission tomography-computed tomography (PET-CT) for the early prediction of neoadjuvant chemotherapy (NAC) outcomes in patients with (BC). METHODS A total of 124 patients with BC who underwent pretreatment PET-CT scanning and received NAC between December 2016 and August 2019 were studied. The dataset was randomly assigned in a 7:3 ratio to either the training or validation cohort. Primary tumor segmentation was performed, and radiomics signatures were extracted from each PET-derived volume of interest (VOI) and CT-derived VOI. Radiomics signatures associated with pathological treatment response were selected from within a training cohort (n = 85), which were then applied to generate different classifiers to predict the probability of pathological complete response (pCR). Different models were then independently tested in the validation cohort (n = 39) regarding their accuracy, sensitivity, specificity, and area under the curve (AUC). RESULTS Thirty-five patients (28.2%) had pCR to NAC. Twelve features consisting of five PET-derived signatures, four CT-derived signatures, and three clinicopathological variables were candidates for the model's development. The random forest (RF), k-nearest neighbors (KNN), and decision tree (DT) classifiers were established, which could be utilized to predict pCR to NAC with AUC ranging from 0.819 to 0.849 in the validation cohort. CONCLUSIONS The PET/CT-based radiomics analysis might provide efficient predictors of pCR in patients with BC, which could potentially be applied in clinical practice for individualized treatment strategy formulation.
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Affiliation(s)
- Liping Yang
- Department of Positron Emission Tomography-Compute Tomography (PET-CT), Harbin Medical University Cancer Hospital, Harbin, China
| | - Jianfei Chang
- Department of Chinese Medicine, Qingdao West Coast New Area People's Hospital, Qingdao, China
| | - Xitao He
- Anesthesiology Department, Second Hospital of Harbin City, Harbin, China
| | - Mengye Peng
- Department of Positron Emission Tomography-Compute Tomography (PET-CT), Harbin Medical University Cancer Hospital, Harbin, China
| | - Ying Zhang
- Department of Positron Emission Tomography-Compute Tomography (PET-CT), Harbin Medical University Cancer Hospital, Harbin, China
| | - Tingting Wu
- Department of Positron Emission Tomography-Compute Tomography (PET-CT), Harbin Medical University Cancer Hospital, Harbin, China
| | - Panpan Xu
- Department of Positron Emission Tomography-Compute Tomography (PET-CT), Harbin Medical University Cancer Hospital, Harbin, China
| | - Wenjie Chu
- Department of Positron Emission Tomography-Compute Tomography (PET-CT), Harbin Medical University Cancer Hospital, Harbin, China
| | - Chao Gao
- Medical Imaging Department, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Shaodong Cao
- Medical Imaging Department, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Shi Kang
- Medical Imaging Department, The Second Hospital of Heilongjiang Province, Harbin, China
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13
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Edmonds CE, O'Brien SR, Mankoff DA, Pantel AR. Novel applications of molecular imaging to guide breast cancer therapy. Cancer Imaging 2022; 22:31. [PMID: 35729608 PMCID: PMC9210593 DOI: 10.1186/s40644-022-00468-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 05/30/2022] [Indexed: 11/10/2022] Open
Abstract
The goals of precision oncology are to provide targeted drug therapy based on each individual’s specific tumor biology, and to enable the prediction and early assessment of treatment response to allow treatment modification when necessary. Thus, precision oncology aims to maximize treatment success while minimizing the side effects of inadequate or suboptimal therapies. Molecular imaging, through noninvasive assessment of clinically relevant tumor biomarkers across the entire disease burden, has the potential to revolutionize clinical oncology, including breast oncology. In this article, we review breast cancer positron emission tomography (PET) imaging biomarkers for providing early response assessment and predicting treatment outcomes. For 2-18fluoro-2-deoxy-D-glucose (FDG), a marker of cellular glucose metabolism that is well established for staging multiple types of malignancies including breast cancer, we highlight novel applications for early response assessment. We then review current and future applications of novel PET biomarkers for imaging the steroid receptors, including the estrogen and progesterone receptors, the HER2 receptor, cellular proliferation, and amino acid metabolism.
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Affiliation(s)
- Christine E Edmonds
- Department of Radiology, Hospital of the University if Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA.
| | - Sophia R O'Brien
- Department of Radiology, Hospital of the University if Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - David A Mankoff
- Department of Radiology, Hospital of the University if Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - Austin R Pantel
- Department of Radiology, Hospital of the University if Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA
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14
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Le-Petross HT, Slanetz PJ, Lewin AA, Bao J, Dibble EH, Golshan M, Hayward JH, Kubicky CD, Leitch AM, Newell MS, Prifti C, Sanford MF, Scheel JR, Sharpe RE, Weinstein SP, Moy L. ACR Appropriateness Criteria® Imaging of the Axilla. J Am Coll Radiol 2022; 19:S87-S113. [PMID: 35550807 DOI: 10.1016/j.jacr.2022.02.010] [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: 02/15/2022] [Accepted: 02/19/2022] [Indexed: 11/26/2022]
Abstract
This publication reviews the current evidence supporting the imaging approach of the axilla in various scenarios with broad differential diagnosis ranging from inflammatory to malignant etiologies. Controversies on the management of axillary adenopathy results in disagreement on the appropriate axillary imaging tests. Ultrasound is often the appropriate initial imaging test in several clinical scenarios. Clinical information (such as age, physical examinations, risk factors) and concurrent complete breast evaluation with mammogram, tomosynthesis, or MRI impact the type of initial imaging test for the axilla. Several impactful clinical trials demonstrated that selected patient's population can received sentinel lymph node biopsy instead of axillary lymph node dissection with similar overall survival, and axillary lymph node dissection is a safe alternative as the nodal staging procedure for clinically node negative patients or even for some node positive patients with limited nodal tumor burden. This approach is not universally accepted, which adversely affect the type of imaging tests considered appropriate for axilla. This document is focused on the initial imaging of the axilla in various scenarios, with the understanding that concurrent or subsequent additional tests may also be performed for the breast. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
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Affiliation(s)
| | - Huong T Le-Petross
- The University of Texas MD Anderson Cancer Center, Houston, Texas; Director of Breast MRI.
| | - Priscilla J Slanetz
- Panel Chair, Boston University School of Medicine, Boston, Massachusetts; Vice Chair of Academic Affairs, Department of Radiology, Boston Medical Center; Associate Program Director, Diagnostic Radiology Residency, Boston Medical Center; Program Director, Early Career Faculty Development Program, Boston University Medical Campus; Co-Director, Academic Writing Program, Boston University Medical Group; President, Massachusetts Radiological Society; Vice President, Association of University Radiologists
| | - Alana A Lewin
- Panel Vice-Chair, New York University School of Medicine, New York, New York; Associate Program Director, Breast Imaging Fellowship, NYU Langone Medical Center
| | - Jean Bao
- Stanford University Medical Center, Stanford, California; Society of Surgical Oncology
| | | | - Mehra Golshan
- Smilow Cancer Hospital, Yale Cancer Center, New Haven, Connecticut; American College of Surgeons; Deputy CMO for Surgical Services and Breast Program Director, Smilow Cancer Hospital at Yale; Executive Vice Chair for Surgery, Yale School of Medicine
| | - Jessica H Hayward
- University of California San Francisco, San Francisco, California; Co-Fellowship Direction, Breast Imaging Fellowship
| | | | - A Marilyn Leitch
- UT Southwestern Medical Center, Dallas, Texas; American Society of Clinical Oncology
| | - Mary S Newell
- Emory University Hospital, Atlanta, Georgia; Interim Director, Division of Breast Imaging at Emory; ACR: Chair of BI-RADS; Chair of PP/TS
| | - Christine Prifti
- Boston Medical Center, Boston, Massachusetts, Primary care physician
| | | | | | | | - Susan P Weinstein
- Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania; Associate Chief of Radiology, San Francisco VA Health Systems
| | - Linda Moy
- Specialty Chair, NYU Clinical Cancer Center, New York, New York; Chair of ACR Practice Parameter for Breast Imaging, Chair ACR NMD
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15
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Rubio IT, Sobrido C. Neoadjuvant approach in patients with early breast cancer: patient assessment, staging, and planning. Breast 2022; 62 Suppl 1:S17-S24. [PMID: 34996668 PMCID: PMC9097809 DOI: 10.1016/j.breast.2021.12.019] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 12/30/2021] [Indexed: 11/30/2022] Open
Abstract
Neoadjuvant treatment (NAT) has become an option in early stage (stage I-II) breast cancer (EBC). New advances in systemic and targeted therapies have increased rates of pathologic complete response increasing the number of patients undergoing NAT. Clear benefits of NAT are downstaging the tumor and the axillary nodes to de-escalate surgery and to evaluate response to treatment. Selection of patients for NAT in EBC rely in several factors that are related to patient characteristics (i.e, age and comorbidities), to tumor histology, to stage at diagnosis and to the potential changes in surgical or adjuvant treatments when NAT is administered. Imaging and histologic confirmation is performed to assess extent of disease y to confirm diagnosis. Besides mammogram and ultrasound, functional breast imaging MRI has been incorporated to better predict treatment response and residual disease. Contrast enhanced mammogram (CEM), shear wave elastography (SWE), or Dynamic Optical Breast Imaging (DOBI) are emerging techniques under investigation for assessment of response to neoadjuvant therapy as well as for predicting response. Surgical plan should be delineated after NAT taking into account baseline characteristics, tumor response and patient desire. In the COVID era, we have witnessed also the increasing use of NAT in patients who may be directed to surgery, unable to have it performed as surgery has been reserved for emergency cases only.
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Fowler AM, Strigel RM. Clinical advances in PET-MRI for breast cancer. Lancet Oncol 2022; 23:e32-e43. [PMID: 34973230 PMCID: PMC9673821 DOI: 10.1016/s1470-2045(21)00577-5] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 09/20/2021] [Accepted: 10/01/2021] [Indexed: 01/03/2023]
Abstract
Imaging is paramount for the early detection and clinical staging of breast cancer, as well as to inform management decisions and direct therapy. PET-MRI is a quantitative hybrid imaging technology that combines metabolic and functional PET data with anatomical detail and functional perfusion information from MRI. The clinical applicability of PET-MRI for breast cancer is an active area of research. In this Review, we discuss the rationale and summarise the clinical evidence for the use of PET-MRI in the diagnosis, staging, prognosis, tumour phenotyping, and assessment of treatment response in breast cancer. The continued development and approval of targeted radiopharmaceuticals, together with radiomics and automated analysis tools, will further expand the opportunity for PET-MRI to provide added value for breast cancer imaging and patient care.
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Affiliation(s)
- Amy M Fowler
- Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA; University of Wisconsin Carbone Cancer Center, Madison, WI, USA.
| | - Roberta M Strigel
- Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA; University of Wisconsin Carbone Cancer Center, Madison, WI, USA
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17
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Radionuclide-Based Imaging of Breast Cancer: State of the Art. Cancers (Basel) 2021; 13:cancers13215459. [PMID: 34771622 PMCID: PMC8582396 DOI: 10.3390/cancers13215459] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 10/14/2021] [Accepted: 10/14/2021] [Indexed: 12/21/2022] Open
Abstract
Simple Summary Breast cancer is one of the most commonly diagnosed malignant tumors, possessing high incidence and mortality rates that threaten women’s health. Thus, early and effective breast cancer diagnosis is crucial for enhancing the survival rate. Radionuclide molecular imaging displays its advantages for detecting breast cancer from a functional perspective. Noninvasive visualization of biological processes with radionuclide-labeled small metabolic compounds helps elucidate the metabolic state of breast cancer, while radionuclide-labeled ligands/antibodies for receptor-targeted radionuclide molecular imaging is sensitive and specific for visualization of the overexpressed molecular markers in breast cancer. This review focuses on the most recent developments of novel radiotracers as promising tools for early breast cancer diagnosis. Abstract Breast cancer is a malignant tumor that can affect women worldwide and endanger their health and wellbeing. Early detection of breast cancer can significantly improve the prognosis and survival rate of patients, but with traditional anatomical imagine methods, it is difficult to detect lesions before morphological changes occur. Radionuclide-based molecular imaging based on positron emission tomography (PET) and single-photon emission computed tomography (SPECT) displays its advantages for detecting breast cancer from a functional perspective. Radionuclide labeling of small metabolic compounds can be used for imaging biological processes, while radionuclide labeling of ligands/antibodies can be used for imaging receptors. Noninvasive visualization of biological processes helps elucidate the metabolic state of breast cancer, while receptor-targeted radionuclide molecular imaging is sensitive and specific for visualization of the overexpressed molecular markers in breast cancer, contributing to early diagnosis and better management of cancer patients. The rapid development of radionuclide probes aids the diagnosis of breast cancer in various aspects. These probes target metabolism, amino acid transporters, cell proliferation, hypoxia, estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor 2 (HER2), gastrin-releasing peptide receptor (GRPR) and so on. This article provides an overview of the development of radionuclide molecular imaging techniques present in preclinical or clinical studies, which are used as tools for early breast cancer diagnosis.
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Prihantono, Faruk M. Breast cancer resistance to chemotherapy: When should we suspect it and how can we prevent it? Ann Med Surg (Lond) 2021; 70:102793. [PMID: 34691411 PMCID: PMC8519754 DOI: 10.1016/j.amsu.2021.102793] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 08/26/2021] [Accepted: 09/02/2021] [Indexed: 12/11/2022] Open
Abstract
Chemotherapy is an essential treatment for breast cancer, inducing cancer cell death. However, chemoresistance is a problem that limits the effectiveness of chemotherapy. Many factors influence chemoresistance, including drug inactivation, changes in drug targets, overexpression of ABC transporters, epithelial-to-mesenchymal transitions, apoptotic dysregulation, and cancer stem cells. The effectiveness of chemotherapy can be assessed clinically and pathologically. Clinical response evaluation is based on physical examination or imaging (mammography, ultrasonography, computed tomography scan, or magnetic resonance imaging) and includes tumor size changes after chemotherapy. Pathological response evaluation is a method based on tumor residues in histopathological preparations. We should be suspicious of chemoresistance if there are no significant changes clinically according to the Response Evaluation Criteria in Solid Tumors and World Health Organization criteria or pathological changes according to the Miller and Payne criteria, especially after 2–3 cycles of chemotherapy treatments. Chemoresistance is mostly detected after the administration of chemotherapy drugs. No reliable parameters or biomarkers can predict chemotherapy responses appropriately and effectively. Well-known parameters such as cancer type, grade, subtype, estrogen receptor, progesterone receptor, human epidermal growth factor receptor 2, Ki-67, and MDR-1/P-gP have been used for selecting chemotherapy regimens. Some new methods for predicting chemoresistance include chemosensitivity and chemoresistance assays, multigene expressions, and positron emission tomography assays. The latest approaches are based on evaluation of molecular processes and the metabolic activity of cancer cells. Some methods for preventing chemoresistance include using the right regimen, using some combination of chemotherapy methods, conducting adequate monitoring, and using drugs that could prevent the emergence of multidrug resistance. Chemotherapy is an essential treatment in the management of breast cancer. Chemotherapy is carried out based on the selection of regimens for the specific individual and tumor characteristics. Combination therapy, monitoring, and evaluation are used to prevent chemoresistance.
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Affiliation(s)
- Prihantono
- Department of Surgery, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia
| | - Muhammad Faruk
- Department of Surgery, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia
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Abstract
Imaging plays an integral role in the clinical care of patients with breast cancer. This review article focuses on the use of PET imaging for breast cancer, highlighting the clinical indications and limitations of 2-deoxy-2-[18F]fluoro-d-glucose (FDG) PET/CT, the potential use of PET/MRI, and 16α-[18F]fluoroestradiol (FES), a newly approved radiopharmaceutical for estrogen receptor imaging.
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Affiliation(s)
- Amy M Fowler
- Breast Imaging and Intervention Section, Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI 53792-3252, USA; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, 1111 Highland Avenue, Madison, WI 53705, USA; University of Wisconsin Carbone Cancer Center, 600 Highland Avenue, Madison, WI 53792, USA.
| | - Steve Y Cho
- University of Wisconsin Carbone Cancer Center, 600 Highland Avenue, Madison, WI 53792, USA; Nuclear Medicine and Molecular Imaging Section, Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI 53792-3252, USA
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Sharma A, Grover SB, Mani C, Ahluwalia C. Contrast enhanced ultrasound quantitative parameters for assessing neoadjuvant chemotherapy response in patients with locally advanced breast cancer. Br J Radiol 2021; 94:20201160. [PMID: 33860674 PMCID: PMC8506190 DOI: 10.1259/bjr.20201160] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 12/31/2020] [Accepted: 01/12/2021] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVES To evaluate the role of contrast-enhanced ultrasound (CEUS) quantitative parameters in predicting neoadjuvant chemotherapy (NACT) response in patients with locally advanced breast cancer (LABC). METHODS 30 patients with histologically proven LABC scheduled for NACT were recruited. CEUS was performed using a contrast bolus of 4.8 ml and time intensity curves (TICs) were obtained by contrast dynamics software. CEUS quantitative parameters assessed were peak enhancement (PE), time-to-peak (TTP), area under the curve (AUC) and mean transit time (MTT). The parameters were documented on four consecutive instances: before NACT and 3 weeks after each of the three cycles. The gold-standard was pathological response using Miller Payne Score obtained pre NACT and post-surgery. RESULTS A decrease in mean values of PE and an increase in mean values of TTP and MTT was observed with each cycle of NACT among responders. Post each cycle of NACT (compared with baseline pre-NACT), there was a statistically significant difference in % change of mean values of PE, TTP and MTT between good responders and poor responders (p-value < 0.05). The diagnostic accuracy of TTP post-third cycle was 87.2% (p = 0.03), and MTT post--second and third cycle was 76.7% (p = 0.004) and 86.7% (p = 0.006) respectively. CONCLUSION In responders, a decrease in the tumor vascularity was reflected in the CEUS quantitative parameters as a reduction in PE, and a prolongation in TTP, MTT. ADVANCES IN KNOWLEDGE Prediction of NACT response by CEUS has the potential to serve as a diagnostic modality for modification of chemotherapy regimens during ongoing NACT among patients with LABC, thus affecting patient prognosis.
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Affiliation(s)
- Anant Sharma
- Department of Radiology and Imaging, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India
| | | | - Chinta Mani
- Department of Surgery, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India
| | - Charanjeet Ahluwalia
- Department of Pathology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India
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Akdeniz N, Kömek H, Küçüköner M, Kaplan MA, Urakçi Z, Oruç Z, Işikdoğan A. The role of basal 18F-FDG PET/CT maximum standard uptake value and maximum standard uptake change in predicting pathological response in breast cancer patients receiving neoadjuvant chemotherapy. Nucl Med Commun 2021; 42:315-324. [PMID: 33315727 DOI: 10.1097/mnm.0000000000001332] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The aim of this study was to determine the role of 18F-FDG PET/CT in predicting pathological response among patients diagnosed with local or locally advanced breast cancer and receiving neoadjuvant chemotherapy (NAC). METHODS Basal SUVmax value were analyzed in 212 patients and 142 of these patients had posttreatment SUVmax value. Overall pathological complete response (pCRC) was defined as no evidence of residual invasive cancer in breast (pCRB) and axilla (pCRA). Basal SUVmax value of the breast (SUVmaxBI) and axilla (SUVmaxAI) and change in SUVmax of the breast (ΔSUVmaxB) and axilla (ΔSUVmaxA) were measured. The optimal cutoff value of SUVmax and ΔSUVmax were determined by receiver operating characteristic curve analysis. RESULTS The number of patients with pCRB was 85 (40.1%), pCRA was 76 (42.5%) and pCRC was 70 (33%). In the artificial neural network-based analysis the ΔSUVmaxB (100%) was the most important variable for predicting pCRB. ΔSUVmaxA (100%) was the most important variable in estimation of pCRA. When pCRC was evaluated, the highest relation was found with ΔSUVmaxB. When the ΔSUVmaxB cutoff value for pCRB and pCRC accepted as ≤-87.9%, its sensitivity was 82.3 and 82.4%, and specificity was 72.5% and 65.9%, respectively (P < 0.001 and P < 0.001, respectively). When the ΔSUVmaxA cutoff value for pCRA and pCRC accepted as ≤-86.6%, its sensitivity was 94.3% and 97.6%, and specificity was 31.3% and 28.2%, respectively (P = 0.017 and P = 0.024, respectively). CONCLUSION Albeit varies according to the molecular subtypes of the breast cancer during NAC, ΔSUVmax value seems to be the most strong factor associated with pCR.
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Affiliation(s)
- Nadiye Akdeniz
- Department of Medical Oncology, Adiyaman Training and Research Hospital, Adiyaman
| | - Halil Kömek
- Department of Nuclear Medicine, Gazi Yasargil Training and Research Hospital
| | - Mehmet Küçüköner
- Department of Medical Oncology, Dicle University Medical Faculty, Diyarbakir, Turkey
| | - Muhammet A Kaplan
- Department of Medical Oncology, Dicle University Medical Faculty, Diyarbakir, Turkey
| | - Zuhat Urakçi
- Department of Medical Oncology, Dicle University Medical Faculty, Diyarbakir, Turkey
| | - Zeynep Oruç
- Department of Medical Oncology, Dicle University Medical Faculty, Diyarbakir, Turkey
| | - Abdurrahman Işikdoğan
- Department of Medical Oncology, Dicle University Medical Faculty, Diyarbakir, Turkey
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22
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Evaluation of primary breast cancers using dedicated breast PET and whole-body PET. Sci Rep 2020; 10:21930. [PMID: 33318514 PMCID: PMC7736887 DOI: 10.1038/s41598-020-78865-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 11/17/2020] [Indexed: 01/06/2023] Open
Abstract
Metabolic imaging of the primary breast tumor with 18F-fluorodeoxyglucose ([18F]FDG) PET may assist in predicting treatment response in the neoadjuvant chemotherapy (NAC) setting. Dedicated breast PET (dbPET) is a high-resolution imaging modality with demonstrated ability in highlighting intratumoral heterogeneity and identifying small lesions in the breast volume. In this study, we characterized similarities and differences in the uptake of [18F]FDG in dbPET compared to whole-body PET (wbPET) in a cohort of ten patients with biopsy-confirmed, locally advanced breast cancer at the pre-treatment timepoint. Patients received bilateral dbPET and wbPET following administration of 186 MBq and 307 MBq [18F]FDG on separate days, respectively. [18F]FDG uptake measurements and 20 radiomic features based on morphology, tumor intensity, and texture were calculated and compared. There was a fivefold increase in SULpeak for dbPET (median difference (95% CI): 4.0 mL−1 (1.8–6.4 mL−1), p = 0.006). Additionally, spatial heterogeneity features showed statistically significant differences between dbPET and wbPET. The higher [18F]FDG uptake in dbPET highlighted the dynamic range of this breast-specific imaging modality. Combining with the higher spatial resolution, dbPET may be able to detect treatment response in the primary tumor during NAC, and future studies with larger cohorts are warranted.
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Skarping I, Förnvik D, Heide-Jørgensen U, Rydén L, Zackrisson S, Borgquist S. Neoadjuvant breast cancer treatment response; tumor size evaluation through different conventional imaging modalities in the NeoDense study. Acta Oncol 2020; 59:1528-1537. [PMID: 33063567 DOI: 10.1080/0284186x.2020.1830167] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
BACKGROUND Neoadjuvant chemotherapy (NACT) is offered to an increasing number of breast cancer (BC) patients, and comprehensive monitoring of treatment response is of utmost importance. Several imaging modalities are available to follow tumor response, although likely to provide different clinical information. We aimed to examine the association between early radiological response by three conventional imaging modalities and pathological complete response (pCR). Further, we investigated the agreement between these modalities pre-, during, and post-NACT, and the accuracy of predicting pathological residual tumor burden by these imaging modalities post-NACT. MATERIAL AND METHODS This prospective Swedish cohort study included 202 BC patients assigned to NACT (2014-2019). Breast imaging with clinically used modalities: mammography, ultrasound, and tomosynthesis was performed pre-, during, and post-NACT. We investigated the agreement of tumor size by the different imaging modalities, and their accuracy of tumor size estimation. Patients with a radiological complete response or radiological partial response (≥30% decrease in tumor diameter) during NACT were classified as radiological early responders. RESULTS Patients with an early radiological response by ultrasound had 2.9 times higher chance of pCR than early radiological non-responders; the corresponding relative chance for mammography and tomosynthesis tumor size measures was 1.8 and 2.8, respectively. Post-NACT, each modality, separately, could accurately estimate tumor size (within 5 mm margin compared to pathological evaluation) in 43-46% of all tumors. The diagnostic precision in predicting pCR post-NACT was similar between the three imaging modalities; however, tomosynthesis had slightly higher specificity and positive predictive values. CONCLUSION Breast imaging modalities correctly estimated pathological tumor size in less than half of the tumors. Based on this finding, predicting residual tumor size post-NACT is challenging using conventional imaging. Patients with early radiological non-response might need improved monitoring during NACT and be considered for changed treatment plans.
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Affiliation(s)
- Ida Skarping
- Department of Clinical Sciences, Division of Oncology and Pathology, Lund University, Skåne University Hospital, Lund, Sweden
| | - Daniel Förnvik
- Department of Translational Medicine, Medical Radiation Physics, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Uffe Heide-Jørgensen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Lisa Rydén
- Department of Surgery, Lund University, Skåne University Hospital, Lund, Sweden
| | - Sophia Zackrisson
- Department of Translational Medicine, Diagnostic Radiology, Lund University, Skåne University Hospital, Lund, Sweden
- Department of Translational Medicine, Diagnostic Radiology, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Signe Borgquist
- Department of Clinical Sciences, Division of Oncology and Pathology, Lund University, Skåne University Hospital, Lund, Sweden
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
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Gillman JA, Pantel AR, Mankoff DA, Edmonds CE. Update on Quantitative Imaging for Predicting and Assessing Response in Oncology. Semin Nucl Med 2020; 50:505-517. [PMID: 33059820 PMCID: PMC9788668 DOI: 10.1053/j.semnuclmed.2020.07.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Molecular imaging has revolutionized clinical oncology by imaging-specific facets of cancer biology. Through noninvasive measurements of tumor physiology, targeted radiotracers can serve as biomarkers for disease characterization, prognosis, response assessment, and predicting long-term response/survival. In turn, these imaging biomarkers can be utilized to tailor therapeutic regimens to tumor biology. In this article, we review biomarker applications for response assessment and predicting long-term outcomes. 18F-fluorodeoxyglucose (FDG), a measure of cellular glucose metabolism, is discussed in the context of lymphoma and breast and lung cancer. FDG has gained widespread clinical acceptance and has been integrated into the routine clinical care of several malignancies, most notably lymphoma. The novel radiotracers 16α-18F-fluoro-17β-estradiol and 18F-fluorothymidine are reviewed in application to the early prediction of response assessment of breast cancer. Through illustrative examples, we explore current and future applications of molecular imaging biomarkers in the advancement of precision medicine.
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Affiliation(s)
- Jennifer A Gillman
- Department of Radiology, Division of Nuclear Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Austin R Pantel
- Department of Radiology, Division of Nuclear Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - David A Mankoff
- Department of Radiology, Division of Nuclear Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Christine E Edmonds
- Department of Radiology, Division of Nuclear Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA.
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25
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Prognostic value of 18F-FDG PET and PET/CT for assessment of treatment response to neoadjuvant chemotherapy in breast cancer: a systematic review and meta-analysis. Breast Cancer Res 2020; 22:119. [PMID: 33129348 PMCID: PMC7603771 DOI: 10.1186/s13058-020-01350-2] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 10/05/2020] [Indexed: 12/20/2022] Open
Abstract
Background We performed a systematic review and meta-analysis to evaluate the prognostic significance of 18F-FDG PET and PET/CT for evaluation of responses to neoadjuvant chemotherapy (NAC) in breast cancer patients. Methods We searched PubMed, Embase, and the Cochrane Library databases until June 2020 to identify studies that assessed the prognostic value of 18F-FDG PET scans during or after NAC with regard to overall (OS) and disease-free survival (DFS). Hazard ratios (HRs) and their 95% confidence intervals (CIs) were pooled meta-analytically using a random-effects model. Results Twenty-one studies consisting of 1630 patients were included in the qualitative synthesis. Twelve studies investigated the use of PET scans for interim response evaluation (during NAC) and 10 studies assessed post-treatment PET evaluation (after NAC). The most widely evaluated parameter distinguishing metabolic responders from poor responders on interim or post-treatment PET scans was %ΔSUVmax, defined as the percent reduction of SUVmax compared to baseline PET, followed by SUVmax and complete metabolic response (CMR). For the 17 studies included in the meta-analysis, the pooled HR of metabolic responses on DFS was 0.21 (95% confidence interval [CI], 0.14–0.32) for interim PET scans and 0.31 (95% CI, 0.21–0.46) for post-treatment PET scans. Regarding the influence of metabolic responses on OS, the pooled HRs for interim and post-treatment PET scans were 0.20 (95% CI, 0.09–0.44) and 0.26 (95% CI, 0.14–0.51), respectively. Conclusions The currently available literature suggests that the use of 18F-FDG PET or PET/CT for evaluation of response to NAC provides significant predictive value for disease recurrence and survival in breast cancer patients and might allow risk stratification and guide rational management.
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Vairavan R, Abdullah O, Retnasamy PB, Sauli Z, Shahimin MM, Retnasamy V. A Brief Review on Breast Carcinoma and Deliberation on Current Non Invasive Imaging Techniques for Detection. Curr Med Imaging 2020; 15:85-121. [PMID: 31975658 DOI: 10.2174/1573405613666170912115617] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Revised: 08/27/2017] [Accepted: 08/29/2017] [Indexed: 12/22/2022]
Abstract
BACKGROUND Breast carcinoma is a life threatening disease that accounts for 25.1% of all carcinoma among women worldwide. Early detection of the disease enhances the chance for survival. DISCUSSION This paper presents comprehensive report on breast carcinoma disease and its modalities available for detection and diagnosis, as it delves into the screening and detection modalities with special focus placed on the non-invasive techniques and its recent advancement work done, as well as a proposal on a novel method for the application of early breast carcinoma detection. CONCLUSION This paper aims to serve as a foundation guidance for the reader to attain bird's eye understanding on breast carcinoma disease and its current non-invasive modalities.
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Affiliation(s)
- Rajendaran Vairavan
- School of Microelectronic Engineering, Universiti Malaysia Perlis, Pauh Putra Campus, 02600 Arau, Perlis, Malaysia
| | - Othman Abdullah
- Hospital Sultan Abdul Halim, 08000 Sg. Petani, Kedah, Malaysia
| | | | - Zaliman Sauli
- School of Microelectronic Engineering, Universiti Malaysia Perlis, Pauh Putra Campus, 02600 Arau, Perlis, Malaysia
| | - Mukhzeer Mohamad Shahimin
- Department of Electrical and Electronic Engineering, Faculty of Engineering, National Defence University of Malaysia (UPNM), Kem Sungai Besi, 57000 Kuala Lumpur, Malaysia
| | - Vithyacharan Retnasamy
- School of Microelectronic Engineering, Universiti Malaysia Perlis, Pauh Putra Campus, 02600 Arau, Perlis, Malaysia
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R Infante J, I Rayo J, Serrano J, Jiménez JL, Moreno M, Martínez A, Jiménez P, Cobo A. Application of the ROLL technique as a method of excisional biopsy in oncological pathology. Cir Esp 2020; 99:49-54. [PMID: 32386936 DOI: 10.1016/j.ciresp.2020.04.005] [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: 03/20/2020] [Revised: 03/31/2020] [Accepted: 04/04/2020] [Indexed: 10/24/2022]
Abstract
OBJECTIVE To evaluate the utility of the ROLL (Radioguided Occult Lesion Localization) technique as a method of excisional biopsy in hypermetabolic lesions suspected of malignancy evidenced in [18F]Fluordeoxiglucose PET/CT scans. MATERIAL AND METHODS 33 patients were retrospectively evaluated referred for metabolic studies due to tumoral pathology or suspected neoplastic process and presenting hypermetabolic adenopathies with high probability of malignancy. The group consisted of 19 women and 14 men, ranging from 23 to 77 years old. Patients were performed a ROLL technique for localization and removal the selected adenopathies, through the injection of [99mTc] macro-aggregates of albumin guided by ultrasound or CT. A detection probe and a portable gamma camera were used during the surgical procedure. RESULTS In 31 patients (94%) the location and removal of the radiolabeled adenopathies was achieved. In one patient the location of the lesion was not possible and a second patient was not operated due to inadequate dose injection confirmed by gammagraphy study. The result of the anatomopathological study of adenopathies resulted in 23 tumor affections and 8 benign processes, including a granulomatous process. CONCLUSION The ROLL technique proved its utility as a radioguided excisional biopsy method for the study of lesions suspected of malignancy evidenced in patients undergoing PET/CT studies. The technique allowed to confirm the persistence of oncological process in some cases and the existence of false positives from the imaging study in others, modifying the patients therapeutic management.
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Affiliation(s)
- Jose R Infante
- Servicio de Medicina Nuclear, Complejo Hospitalario Universitario de Badajoz, Badajoz, España.
| | - Juan I Rayo
- Servicio de Medicina Nuclear, Complejo Hospitalario Universitario de Badajoz, Badajoz, España
| | - Justo Serrano
- Servicio de Medicina Nuclear, Complejo Hospitalario Universitario de Badajoz, Badajoz, España
| | - Jose Luis Jiménez
- Servicio de Cirugía General, Complejo Hospitalario Universitario de Badajoz, Badajoz, España
| | - Manuel Moreno
- Servicio de Medicina Nuclear, Complejo Hospitalario Universitario de Badajoz, Badajoz, España
| | - Andrés Martínez
- Servicio de Medicina Nuclear, Complejo Hospitalario Universitario de Badajoz, Badajoz, España
| | - Pedro Jiménez
- Servicio de Medicina Nuclear, Complejo Hospitalario Universitario de Badajoz, Badajoz, España
| | - Amparo Cobo
- Servicio de Medicina Nuclear, Complejo Hospitalario Universitario de Badajoz, Badajoz, España
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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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29
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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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30
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Gao W, Guo N, Dong T. Diffusion-weighted imaging in monitoring the pathological response to neoadjuvant chemotherapy in patients with breast cancer: a meta-analysis. World J Surg Oncol 2018; 16:145. [PMID: 30021656 PMCID: PMC6052572 DOI: 10.1186/s12957-018-1438-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Accepted: 06/26/2018] [Indexed: 01/22/2023] Open
Abstract
Background Diffusion-weighted imaging (DWI) is suggested as an non-invasive and non-radioactive imaging modality in the identification of pathological complete response (pCR) in breast cancer patients receiving neoadjuvant chemotherapy (NACT). A growing number of trials have been investigating in this aspect and some studies found a superior performance of DWI compared with conventional imaging techniques. However, the efficiency of DWI is still in dispute. This meta-analysis aims at evaluating the accuracy of DWI in the detection of pCR to NACT in patients with breast cancer. Methods Pooled sensitivity, specificity, and diagnostic odds ratio (DOR) were drawn to estimate the diagnostic effect of DWI to NACT. Summary receiver operating characteristic curve (SROC), the area under the SROC curve (AUC), and Youden index (*Q) were also calculated. The possible sources of heterogeneity among the included studies were explored using single-factor meta-regression analyses. Publication bias and quality assessment were assessed using Deek’s funnel plot and QUADAS-2 form respectively. Results Twenty studies incorporated 1490 participants were enrolled in our analysis. Pooled estimates revealed a sensitivity of 0.89 (95% CI, 0.86–0.91), a specificity of 0.72 (95% CI, 0.68–0.75), and a DOR of 27.00 (95% CI, 15.60–46.73). The AUC of SROC curve and *Q index were 0.9088 and 0.8408, respectively. The results of meta-regression analyses showed that pCR rate, time duration of study population, and study design were not the sources of heterogeneity. Conclusion A relatively high sensitivity and specificity of DWI in diagnosing pCP for patients with breast cancer underwent NACT treatment was found in our meta-analysis. This finding indicated that the use of DWI might provide an accurate and precise assessment of pCR to NACT.
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Affiliation(s)
- Wen Gao
- Department of Trauma Surgery, Tianjin Fourth Central Hospital, No.1 Zhongshan Road, Hebei District, Tianjin, 300010, China
| | - Ning Guo
- Department of Breast Surgery, Tianjin Fourth Central Hospital, No.1 Zhongshan Road, Hebei District, Tianjin, 300010, China
| | - Ting Dong
- Department of Cardiovascular Medicine, Guizhou Provincial People's Hospital, No. 83 Zhongshandong Road, Guiyang City, 550002, Guizhou, China.
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Groheux D. Now Is the Time to Use 18F-FDG PET/CT to Optimize Neoadjuvant Treatment in Triple-Negative Breast Cancer! J Nucl Med 2018; 59:863-864. [DOI: 10.2967/jnumed.118.210922] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2018] [Accepted: 04/12/2018] [Indexed: 11/16/2022] Open
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Response to neoadjuvant chemotherapy for breast cancer judged by PERCIST - multicenter study in Japan. Eur J Nucl Med Mol Imaging 2018; 45:1661-1671. [PMID: 29754160 DOI: 10.1007/s00259-018-4008-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Accepted: 04/05/2018] [Indexed: 12/19/2022]
Abstract
PURPOSE The purpose of this study was to evaluate therapeutic response to neoadjuvant chemotherapy (NAC) and predict breast cancer recurrence using Positron Emission Tomography Response Criteria in Solid Tumors (PERCIST). MATERIALS AND METHODS Fifty-nine breast cancer patients underwent fluorodeoxyglucose-positron emission tomography/computed tomography (FDG-PET/CT) before and after NAC prior to planned surgical resection. Pathological complete response (pCR) of the primary tumor was evaluated using PERCIST, while effects of clinicopathological factors on progression-free survival (PFS) were examined using log-rank and Cox methods. RESULTS Fifty-six patients and 54 primary tumors were evaluated. Complete metabolic response (CMR), partial metabolic response, stable metabolic disease, and progressive metabolic disease were seen in 45, 7, 3, and 1 patients, respectively, and 43, 7, 3, and 1 primary tumors, respectively. Eighteen (33.3%) of the 54 primary tumors showed pCR. Sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy of PERCIST to predict pCR were 100% (18/18), 30.6% (11/36), 41.9% (18/43), 100% (11/11), and 53.7% (29/54), respectively. An optimal percent decrease in peak standardized uptake value for a primary tumor corrected for lean body mass (SULpeak) of 84.3% was found to have a sensitivity of 77.8% (14/18), specificity of 77.8% (28/36), PPV of 63.6% (14/22), NPV of 87.5% (28/32), and accuracy of 77.8% (42/54). Seven (12.5%) of the 56 patients developed recurrent disease (median follow-up 28.1 months, range 11.4-96.4 months). CMR (p = 0.031), pCR (p = 0.024), and early TNM stage (p = 0.033) were significantly associated with longer PFS. CONCLUSION PERCIST is useful for predicting pathological response and prognosis following NAC in breast cancer patients. However, FDG-PET/CT showed a tendency toward underestimation of the residual tumor, and relatively low specificity and PPV of PERCIST showed that a combination of other imaging modalities would still be needed to predict pCR.
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Abstract
After an overview of the principles of fludeoxyglucose-PET/computed tomography (CT) in breast cancer, its advantages and limits to evaluate treatment response are discussed. The metabolic information is helpful for early assessment of the response to neoadjuvant chemotherapy and could be used to monitor treatment, especially in aggressive breast cancer subtypes. PET/CT is also a powerful method for early assessment of the treatment response in the metastatic setting. It allows evaluation of different sites of metastases in a single examination and detection of a heterogeneous response. However, to use PET/CT to assess responses, methodology for image acquisition and analysis needs standardization.
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Affiliation(s)
- David Groheux
- Department of Nuclear Medicine, Saint-Louis Hospital, 1 Avenue Claude Vellefaux, Paris 75475 Cedex 10, France.
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Malya FU, Kadioglu H, Bektasoglu HK, Gucin Z, Yildiz S, Guzel M, Erdogan EB, Yucel S, Ersoy YE. The role of PET and MRI in evaluating the feasibility of skin-sparing mastectomy following neoadjuvant therapy. J Int Med Res 2018; 46:626-636. [PMID: 29332418 PMCID: PMC5971500 DOI: 10.1177/0300060517719837] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Accepted: 06/19/2017] [Indexed: 11/16/2022] Open
Abstract
Objective To investigate the role of positron emission tomography (PET) and magnetic resonance imaging (MRI) in evaluating the feasibility of skin-sparing mastectomy in patients with locally-advanced breast cancer (LABC) who will undergo neoadjuvant chemotherapy (NAC) by evaluating the sensitivity and specificity of PET and MRI compared with skin biopsy results before and after NAC treatment. Methods Patients with LABC who were treated with NAC between November 2013 and November 2015 were included in this study. Demographic, clinical, radiological and histopathological features of the patients were recorded. Results A total of 30 patients were included in the study with a mean age of 52.6 years (range, 35-70 years). Sensitivity and specificity for detecting skin involvement in LABC was 100%/10% (62%/85%) with MRI and 60%/80% (12%/92%) with PET before (after) NAC, respectively. When radiological skin involvement was assessed in relation to the final histopathological results, the preNAC PET results and histopathological skin involvement were not significantly different; and there was no difference between postNAC MRI and histopathological skin involvement. Conclusions As preNAC PET and postNAC MRI more accurately determined skin involvement, it might be possible to use these two radiological evaluation methods together to assess patient suitability for skin-sparing mastectomy in selected patients.
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Affiliation(s)
- Fatma Umit Malya
- Department of General Surgery, Faculty of Medicine, Bezmialem Vakif University, Istanbul, Turkey
| | - Huseyin Kadioglu
- Department of General Surgery, Faculty of Medicine, Bezmialem Vakif University, Istanbul, Turkey
| | - Huseyin Kazim Bektasoglu
- Department of General Surgery, Faculty of Medicine, Bezmialem Vakif University, Istanbul, Turkey
| | - Zuhal Gucin
- Department of Pathology, Faculty of Medicine, Bezmialem Vakif University, Istanbul, Turkey
| | - Seyma Yildiz
- Department of Radiology, Faculty of Medicine, Bezmialem Vakif University, Istanbul, Turkey
| | - Mehmet Guzel
- Department of General Surgery, Faculty of Medicine, Bezmialem Vakif University, Istanbul, Turkey
| | - Ezgi Basak Erdogan
- Department of Nuclear Medicine, Faculty of Medicine, Bezmialem Vakif University, Istanbul, Turkey
| | - Serap Yucel
- Department of Radiation Oncology, Acibadem University, Istanbul, Turkey
| | - Yeliz Emine Ersoy
- Department of General Surgery, Faculty of Medicine, Bezmialem Vakif University, Istanbul, Turkey
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The use of breast imaging for predicting response to neoadjuvant lapatinib, trastuzumab and their combination in HER2-positive breast cancer: Results from Neo-ALTTO. Eur J Cancer 2017; 89:42-48. [PMID: 29227816 DOI: 10.1016/j.ejca.2017.10.036] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Accepted: 10/31/2017] [Indexed: 11/22/2022]
Abstract
AIM To determine the value of mammography and breast ultrasound (US) in predicting outcomes in HER2 positive breast cancer patients (pts) within Neo-ALTTO trial. PATIENTS AND METHODS Mammography and US were required at baseline, week 6 and surgery. Two independent blinded investigators reviewed the measurements and assigned the corresponding response category. Pts showing complete or partial response according to RECIST (v1.1) were classified as responders. The association between imaging response at week 6 or prior to surgery was evaluated with respect to pathological complete response (pCR) and event-free Survival (EFS). RESULTS Of the 455 pts enrolled in the trial, 267 (61%) and 340 (77%) had evaluable mammography and US at week 6; 248 (56%) and 309 (70%) pts had evaluable mammography and US prior to surgery. At week 6, 32% and 43% of pts were classified as responders by mammography and US, respectively. pCR rates were twice as high for responders than non-responders (week 6: 46% versus 23% by US, p < 0.0001; 41% versus 24% by mammography, p = 0.007). Positive and negative predictive values of mammography and US prior to surgery were 37% and 35%, and 82% and 70%, respectively. No significant correlation was found between response by mammography and/or US at week 6/surgery and EFS. CONCLUSIONS Mammography and US were underused in Neo-ALTTO although US had the potential to assess early response whereas mammography to detect residual disease prior to surgery. Our data still emphasise the need for further imaging studies on pts treated with neoadjuvant HER2-targeted therapy.
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Fowler AM, Mankoff DA, Joe BN. Imaging Neoadjuvant Therapy Response in Breast Cancer. Radiology 2017; 285:358-375. [DOI: 10.1148/radiol.2017170180] [Citation(s) in RCA: 112] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Amy M. Fowler
- From the Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Ave, Madison, WI 53792-3252 (A.M.F.); Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pa (D.A.M.); and Department of Radiology and Biomedical Imaging, University of California–San Francisco School of Medicine, San Francisco, Calif (B.N.J.)
| | - David A. Mankoff
- From the Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Ave, Madison, WI 53792-3252 (A.M.F.); Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pa (D.A.M.); and Department of Radiology and Biomedical Imaging, University of California–San Francisco School of Medicine, San Francisco, Calif (B.N.J.)
| | - Bonnie N. Joe
- From the Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Ave, Madison, WI 53792-3252 (A.M.F.); Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pa (D.A.M.); and Department of Radiology and Biomedical Imaging, University of California–San Francisco School of Medicine, San Francisco, Calif (B.N.J.)
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Sorace AG, Harvey S, Syed A, Yankeelov TE. Imaging Considerations and Interprofessional Opportunities in the Care of Breast Cancer Patients in the Neoadjuvant Setting. Semin Oncol Nurs 2017; 33:425-439. [PMID: 28927763 DOI: 10.1016/j.soncn.2017.08.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVE To discuss standard-of-care and emerging imaging techniques employed for screening and detection, diagnosis and staging, monitoring response to therapy, and guiding cancer treatments. DATA SOURCES Published journal articles indexed in the National Library of Medicine database and relevant websites. CONCLUSION Imaging plays a fundamental role in the care of cancer patients and specifically, breast cancer patients in the neoadjuvant setting, providing an excellent opportunity for interprofessional collaboration between oncologists, researchers, radiologists, and oncology nurses. Quantitative imaging strategies to assess cellular, molecular, and vascular characteristics within the tumor is needed to better evaluate initial diagnosis and treatment response. IMPLICATIONS FOR NURSING PRACTICE Nurses caring for patients in all settings must continue to seek education on emerging imaging techniques. Oncology nurses provide education about the test, ensure the patient has appropriate pre-testing instructions, and manage patient expectations about timing of results availability.
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Chen L, Yang Q, Bao J, Liu D, Huang X, Wang J. Direct comparison of PET/CT and MRI to predict the pathological response to neoadjuvant chemotherapy in breast cancer: a meta-analysis. Sci Rep 2017; 7:8479. [PMID: 28814795 PMCID: PMC5559519 DOI: 10.1038/s41598-017-08852-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Accepted: 06/28/2017] [Indexed: 01/10/2023] Open
Abstract
Both PET/CT and breast MRI are used to assess pathological complete response to neoadjuvant chemotherapy (NAC) in patients with breast cancer. The aim is to compare the utility of PET/CT and breast MRI by using head-to-head comparative studies. Literature databases were searched prior to July 2016. Eleven studies with a total of 527 patients were included. For PET/CT, the pooled SEN was 0.87 (95% confidence interval (CI): 0.71-0.95) and SPE was 0.85 (95% CI: 0.70-0.93). For MRI, the pooled SEN was 0.79 (95% CI: 0.68-0.87) and SPE was 0.82 (95% CI: 0.72-0.89). In the conventional contrast enhanced (CE)-MRI subgroup, PET/CT outperformed conventional CE-MRI with a higher pooled sensitivity (0.88 (95% CI: 0.71, 0.95) vs. 0.74 (95% CI: 0.60, 0.85), P = 0.018). In the early evaluation subgroup, PET/CT was superior to MRI with a notable higher pooled specificity (0.94 (95% CI: 0.78, 0.98) vs. 0.83 (95% CI: 0.81, 0.87), P = 0.015). The diagnostic performance of MRI is similar to that of PET/CT for the assessment of breast cancer response to NAC. However, PET/CT is more sensitive than conventional CE-MRI and more specific if the second imaging scan is performed before 3 cycles of NAC.
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Affiliation(s)
- Lihua Chen
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, 400038, China
- Department of Radiology, PLA No.101 Hospital, Wuxi, Jiangsu Province, 214044, China
| | - Qifang Yang
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, 400038, China
- Department of Radiology, PLA No.44 Hospital, Guiyang, Guizhou Province, 550009, China
| | - Jing Bao
- Molecular biology laboratory, Wuxi center for disease control and prevention, Wuxi, Jiangsu Province, 214001, China
| | - Daihong Liu
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, 400038, China
| | - Xuequan Huang
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, 400038, China.
| | - Jian Wang
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, 400038, China.
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The accuracy of 18F-FDG PET/CT in predicting the pathological response to neoadjuvant chemotherapy in patients with breast cancer: a meta-analysis and systematic review. Eur Radiol 2017; 27:4786-4796. [DOI: 10.1007/s00330-017-4831-y] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Revised: 03/13/2017] [Accepted: 03/21/2017] [Indexed: 12/22/2022]
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Rauch GM, Adrada BE, Kuerer HM, van la Parra RFD, Leung JWT, Yang WT. Multimodality Imaging for Evaluating Response to Neoadjuvant Chemotherapy in Breast Cancer. AJR Am J Roentgenol 2017; 208:290-299. [DOI: 10.2214/ajr.16.17223] [Citation(s) in RCA: 79] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
Affiliation(s)
- Gaiane M. Rauch
- Department of Diagnostic Radiology, Unit 1473, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX 77030-4009
| | - Beatriz Elena Adrada
- Department of Diagnostic Radiology, Unit 1350, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Henry Mark Kuerer
- Department of Breast Surgical Oncology, Unit 1434, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Raquel F. D. van la Parra
- Department of Breast Surgical Oncology, Unit 1434, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jessica W. T. Leung
- Department of Diagnostic Radiology, Unit 1350, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Wei Tse Yang
- Department of Diagnostic Radiology, Unit 1459, The University of Texas MD Anderson Cancer Center, Houston, TX
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Jones EF, Ray KM, Li W, Seo Y, Franc BL, Chien AJ, Esserman LJ, Pampaloni MH, Joe BN, Hylton NM. Dedicated Breast Positron Emission Tomography for the Evaluation of Early Response to Neoadjuvant Chemotherapy in Breast Cancer. Clin Breast Cancer 2016; 17:e155-e159. [PMID: 28110902 DOI: 10.1016/j.clbc.2016.12.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 12/16/2016] [Accepted: 12/22/2016] [Indexed: 11/29/2022]
Affiliation(s)
- Ella F Jones
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA.
| | - Kimberly M Ray
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA
| | - Wen Li
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA
| | - Youngho Seo
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA
| | - Benjamin L Franc
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA
| | - Amy J Chien
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
| | - Laura J Esserman
- Department of Surgery, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
| | - Miguel H Pampaloni
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA
| | - Bonnie N Joe
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA
| | - Nola M Hylton
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA
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Kim TH, Yoon JK, Kang DK, Kang SY, Jung YS, Han S, Kim JY, Yim H, An YS. Value of volume-based metabolic parameters for predicting survival in breast cancer patients treated with neoadjuvant chemotherapy. Medicine (Baltimore) 2016; 95:e4605. [PMID: 27741099 PMCID: PMC5072926 DOI: 10.1097/md.0000000000004605] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
We evaluated the role of metabolic parameters in the prediction of disease recurrence in operable invasive ductal breast cancer patients treated with neoadjuvant chemotherapy (NAC).We retrospectively evaluated 139 female patients (mean age, 46.5 years; range: 27-72 years) with invasive ductal breast cancer, treated with NAC followed by surgery. All patients underwent F-fluorodeoxyglucose positron emission tomography/computed tomography and magnetic resonance imaging at baseline and after completion of NAC before surgery. The prognostic significance of clinicopathological and imaging parameters for disease-free survival (DFS) was evaluated.Recurrence of cancer was detected in 31 of 139 patients (22.3%; follow-up period: 6-82 months). Baseline maximum standardized uptake value, metabolic tumor volume (MTV), and reduction rate (RR) of MTV after NAC were significant independent prognostic factors for DFS in a multivariate analysis (all P < 0.05). The survival functions differed significantly between low and high histological grades (P < 0.001). DFS of the patients with high baseline MTV (≥5.23 cm) was significantly poorer than that of low MTV patients (P = 0.019). The survival function of the group with low RR of MTV after NAC (≤90.72%) was poorer than the higher RR of the MTV group (P = 0.008).Our findings suggest that breast cancer patients who have a high histological grade, large baseline MTV, or a small RR of MTV after NAC should receive great attention to check for possible recurrence.
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Affiliation(s)
| | - Joon-Kee Yoon
- Department of Nuclear Medicine and Molecular Imaging
| | | | | | | | | | | | - Hyunee Yim
- Department of Pathology, Ajou University School of Medicine, Suwon, Korea
| | - Young-Sil An
- Department of Nuclear Medicine and Molecular Imaging
- Correspondence: Young-Sil An, Department of Nuclear Medicine and Molecular Imaging, School of Medicine, Ajou University, Woncheon-dong, Yeongtong-gu, Gyeonggi-do, Suwon 443-749, Korea (e-mail: )
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The application of positron emission tomography (PET/CT) in diagnosis of breast cancer. Part II. Diagnosis after treatment initiation, future perspectives. Contemp Oncol (Pozn) 2016; 20:205-9. [PMID: 27647983 PMCID: PMC5013681 DOI: 10.5114/wo.2016.61560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2014] [Accepted: 07/20/2015] [Indexed: 11/17/2022] Open
Abstract
Similarly to the applications described in the first part of this publication, positron emission tomography with computed tomography (PET/CT) is also gaining importance in monitoring a tumour's response to therapy and diagnosing breast cancer recurrences. This is additionally caused by the fact that many new techniques (dual-time point imaging, positron emission tomography with magnetic resonance PET/MR, PET/CT mammography) and radiotracers (16α-18F-fluoro-17β-estradiol, 18F-fluorothymidine) are under investigation. The highest sensitivity and specificity when monitoring response to treatment is achieved when the PET/CT scan is made after one or two chemotherapy courses. Response to anti-hormonal treatment can also be monitored, also when new radiotracers, such as FES, are used. When monitoring breast cancer recurrences during follow-up, PET/CT has higher sensitivity than conventional imaging modalities, making it possible to monitor the whole body simultaneously. New techniques and radiotracers enhance the sensitivity and specificity of PET and this is why, despite relatively high costs, it might become more widespread in monitoring response to treatment and breast cancer recurrences.
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Prognostic Role of Early and End-of-Neoadjuvant Treatment 18F-FDG PET/CT in Patients With Breast Cancer. Clin Nucl Med 2016; 41:e313-22. [DOI: 10.1097/rlu.0000000000001191] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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Tőkés T, Kajáry K, Szentmártoni G, Lengyel Z, Györke T, Torgyík L, Somlai K, Tőkés AM, Kulka J, Dank M. Predictive and prognostic value of FDG-PET/CT imaging and different response evaluation criteria after primary systemic therapy of breast cancer. Breast Cancer 2016; 24:137-146. [PMID: 26979062 DOI: 10.1007/s12282-016-0685-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Accepted: 03/04/2016] [Indexed: 12/27/2022]
Abstract
OBJECTIVES (1) To predict pathological complete remission (pCR) and survival after primary systemic therapy (PST) in patients diagnosed with breast cancer by using two different PET/CT based scores: a simplified PERCIST-based PET/CT score (Method 1) and a combined PET/CT score supplemented with the morphological results of the RECIST system (Method 2) and (2) to assess the effect of different breast carcinoma subtypes on tumor response and its evaluation. METHODS Eighty-eight patients were enrolled in the study who underwent PET/CT imaging before and after PST. PET/CTs were evaluated by changes in maximum Standardized Uptake Value (SUVmax) and tumor size. Method 1 and 2 were applied to predict pathological complete remission (pCR). Kaplan-Meier analyses for survival were performed. Classification into biological subtypes was performed based on the pre-therapeutic tumor characteristics. RESULTS A total of 30/88 patients showed pCR (34.1 %). Comparing pCR/non-pCR patient groups, significant differences were detected by changes in SUVmax (p < 0.001) and tumor size (p < 0.001) regarding the primary breast lesions. To predict pCR, Method 2 had higher sensitivity (72.4 % vs. 44.8 %) and negative predictive value (57.9 % vs. 45.8 %) with lower false negativity rate (16 vs. 32) than Method 1. pCR rate was higher in Her2-positive and triple negative tumors. Despite the significant differences detected between the biological subtypes regarding changes in primary tumor SUVmax (p = 0.007) and size (p = 0.015), the subtypes only had significant impact on response evaluation with Method 2 and not with Method 1. In our study, neither clinical nor pathological CR were predictors of longer progression-free survival. CONCLUSIONS Our results suggest that combined PET/CT criteria are more predictive of pCR. The effect of biological subtypes is significant on pCR rate as well as on the changes in FDG-uptake and morphological tumor response. Response evaluation with combined criteria was also able to reflect the differences between the biological behavior of breast tumor subtypes.
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Affiliation(s)
- Tímea Tőkés
- Oncological Division, 1st Department of Internal Medicine, Semmelweis University, Tömő utca 25-29, 4th floor, Budapest, 1083, Hungary
| | - Kornélia Kajáry
- Pozitron PET/CT Center, Hunyadi J. út 9, Budapest, 1117, Hungary
| | - Gyöngyvér Szentmártoni
- Oncological Division, 1st Department of Internal Medicine, Semmelweis University, Tömő utca 25-29, 4th floor, Budapest, 1083, Hungary
| | - Zsolt Lengyel
- Pozitron PET/CT Center, Hunyadi J. út 9, Budapest, 1117, Hungary
| | - Tamás Györke
- Department of Nuclear Medicine, Semmelweis University, Üllői út 78/A, Budapest, 1082, Hungary.,Scanomed Ltd, Laky Adolf utca 44, Budapest, 1145, Hungary
| | - László Torgyík
- Oncological Division, 1st Department of Internal Medicine, Semmelweis University, Tömő utca 25-29, 4th floor, Budapest, 1083, Hungary
| | - Krisztián Somlai
- Surgical Division of the St Margaret Hospital, Bécsi út 132, Budapest, 1032, Hungary
| | - Anna-Mária Tőkés
- MTA-SE Tumor Progression Research Group, 2nd Department of Pathology, Üllői út 93, Budapest, 1091, Hungary.,2nd Department of Pathology, Semmelweis University, Üllői út 93, Budapest, 1091, Hungary
| | - Janina Kulka
- MTA-SE Tumor Progression Research Group, 2nd Department of Pathology, Üllői út 93, Budapest, 1091, Hungary.,2nd Department of Pathology, Semmelweis University, Üllői út 93, Budapest, 1091, Hungary
| | - Magdolna Dank
- Oncological Division, 1st Department of Internal Medicine, Semmelweis University, Tömő utca 25-29, 4th floor, Budapest, 1083, Hungary.
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Ueda S, Yoshizawa N, Shigekawa T, Takeuchi H, Ogura H, Osaki A, Saeki T, Ueda Y, Yamane T, Kuji I, Sakahara H. Near-Infrared Diffuse Optical Imaging for Early Prediction of Breast Cancer Response to Neoadjuvant Chemotherapy: A Comparative Study Using 18F-FDG PET/CT. J Nucl Med 2016; 57:1189-95. [PMID: 26940765 DOI: 10.2967/jnumed.115.167320] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2015] [Accepted: 02/17/2016] [Indexed: 01/21/2023] Open
Abstract
UNLABELLED Diffuse optical spectroscopic imaging (DOSI) is used as an indicator of tumor blood volume quantified by tissue hemoglobin concentrations. We aimed to determine whether early changes in tumor total hemoglobin (tHb) concentration can predict a pathologic complete response (pCR) to neoadjuvant chemotherapy in patients with operable breast cancer, and we compared the predictive value of pCR between DOSI and (18)F-FDG PET combined with CT. METHODS Of the 100 patients enrolled, 84 patients were prospectively evaluated for primary objective analysis. Sixty-four of the patients underwent both sequential DOSI scans at baseline after their first and second chemotherapy courses and (18)F-FDG PET/CT at baseline and after their second chemotherapy course. The mean tHb (tHbmean) concentration and SUVmax of the lesion were measured using DOSI and (18)F-FDG PET/CT, respectively, and the percentage change in tHbmean (∆tHbmean) and change in SUVmax (∆SUVmax) were calculated. We compared the diagnostic performances of DOSI and (18)F-FDG PET/CT for predicting pCR via the analysis of the receiver-operating-characteristic curves. RESULTS pCR was achieved in 16 patients, and neoadjuvant chemotherapy caused a significant reduction of ∆tHbmean in pCR compared with non-pCR after the 2 chemotherapy courses. When the tentative ∆tHbmean cutoff values after the first and second courses were used, the ability to predict pCR was as follows: 81.2% sensitivity/47.0% specificity and 93.7% sensitivity/47.7% specificity, respectively. Comparison of the diagnostic performances of DOSI and (18)F-FDG PET/CT revealed areas under the curve of 0.69 and 0.75 of ∆tHbmean after the first and second courses, respectively, which were lower than those of ∆SUVmax (0.90). CONCLUSION DOSI predicted pCR in patients with breast cancer with moderate accuracy. The diagnostic performance of DOSI was inferior to that of the early metabolic response as monitored by (18)F-FDG PET/CT.
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Affiliation(s)
- Shigeto Ueda
- Department of Breast Oncology, International Medical Center, Saitama Medical University, Yamane, Hidaka, Japan
| | - Nobuko Yoshizawa
- Department of Diagnostic Radiology and Nuclear Medicine, Hamamatsu University, School of Medicine, Handayama, Hamamatsu, Japan
| | - Takashi Shigekawa
- Department of Breast Oncology, International Medical Center, Saitama Medical University, Yamane, Hidaka, Japan
| | - Hideki Takeuchi
- Department of Breast Oncology, International Medical Center, Saitama Medical University, Yamane, Hidaka, Japan
| | - Hiroyuki Ogura
- Department of Breast Surgery, Hamamatsu University, School of Medicine, Handayama, Hamamatsu, Japan
| | - Akihiko Osaki
- Department of Breast Oncology, International Medical Center, Saitama Medical University, Yamane, Hidaka, Japan
| | - Toshiaki Saeki
- Department of Breast Oncology, International Medical Center, Saitama Medical University, Yamane, Hidaka, Japan
| | - Yukio Ueda
- Central Research Laboratory, Hamamatsu Photonics K.K., Hamakitaku, Hamamatsu, Japan; and
| | - Tomohiko Yamane
- Department of Nuclear Medicine, International Medical Center, Saitama Medical University, Yamane, Hidaka, Japan
| | - Ichiei Kuji
- Department of Nuclear Medicine, International Medical Center, Saitama Medical University, Yamane, Hidaka, Japan
| | - Harumi Sakahara
- Department of Diagnostic Radiology and Nuclear Medicine, Hamamatsu University, School of Medicine, Handayama, Hamamatsu, Japan
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The Role of (18)F-FDG PET/CT and MRI in Assessing Pathological Complete Response to Neoadjuvant Chemotherapy in Patients with Breast Cancer: A Systematic Review and Meta-Analysis. BIOMED RESEARCH INTERNATIONAL 2016; 2016:3746232. [PMID: 26981529 PMCID: PMC4770138 DOI: 10.1155/2016/3746232] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2015] [Revised: 12/19/2015] [Accepted: 12/22/2015] [Indexed: 12/16/2022]
Abstract
Purpose. We performed this meta-analysis to determine the utilities of 18F-FDG PET/CT and MRI in assessing the pathological complete response (pCR) after neoadjuvant chemotherapy (NAC) in the same cohort of patients with breast cancer. Methods. Two reviewers systematically searched on PubMed, Scopus, and Springer (from the beginning of 1992 to Aug. 1, 2015) for the eligible articles. Heterogeneity, pooled sensitivity and specificity, positive likelihood ratio, negative likelihood ratio, and the summary receiver operating characteristic (SROC) curve were calculated to estimate the diagnostic efficacy of 18F-FDG PET/CT and MRI. Results. A total of 6 studies including 382 pathologically confirmed patients were eligible. The pooled sensitivity and specificity of 18F-FDG PET/CT were 0.86 (95% CI: 0.76–0.93) and 0.72 (95% CI: 0.49–0.87), respectively. Pooled sensitivity and specificity of MRI were 0.65 (95% CI: 0.45–0.80) and 0.88 (95% CI: 0.75–0.95), respectively. The area under the SROC curve of 18F-FDG PET/CT and MRI was 0.88 and 0.84, respectively. Conclusion. Study indicated that 18F-FDG PET/CT had a higher sensitivity and MRI had a higher specificity in assessing pCR in breast cancer patients. Therefore, the combined use of these two imaging modalities may have great potential to improve the diagnostic performance in assessing pCR after NAC.
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Abstract
Breast cancer is the most common malignancy in females. Imaging plays a critical role in diagnosis, staging and surveillance, and management of disease. Fluorodeoxyglucose (FDG) PET the imaging is indicated in specific clinical setting. Sensitivity of detection depends on tumor histology and size. Whole body FDG PET can change staging and management. In recurrent disease, distant metastasis can be detected. FDG PET imaging has prognostic and predictive value. PET/MR is evolving rapidly and may play a role management, assessment of metastatic lesions, and treatment monitoring. This review discusses current PET modalities, focusing on of FDG PET imaging and novel tracers.
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Affiliation(s)
- Lizza Lebron
- Molecular Imaging and Therapy Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Daniel Greenspan
- Molecular Imaging and Therapy Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Neeta Pandit-Taskar
- Molecular Imaging and Therapy Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA.
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Kitajima K, Miyoshi Y. Present and future role of FDG-PET/CT imaging in the management of breast cancer. Jpn J Radiol 2016; 34:167-80. [DOI: 10.1007/s11604-015-0516-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2015] [Accepted: 12/20/2015] [Indexed: 02/08/2023]
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