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Denat F, Poty S, Brunotte F, Simecek J, Notni J, Wester HJ, Raguin O, Boschetti F, Goncalves V, Goze C, Désogère P, Bernhard C, Moreau M, Collin B. A new family of tacn derivatives for 64Cu and 68Ga chelation. Nucl Med Biol 2019. [DOI: 10.1016/s0969-8051(19)30221-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Vrigneaud JM, McGrath J, Courteau A, Pegg R, Gomis ASP, Camacho A, Martin G, Schramm N, Brunotte F. Initial performance evaluation of a preclinical PET scanner available as a clip-on assembly in a sequential PET/MRI system. Phys Med Biol 2018; 63:125007. [PMID: 29762132 DOI: 10.1088/1361-6560/aac4f7] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
We evaluated the performance characteristics of a prototype preclinical PET scanner available as an easy clippable assembly that can dock to an MRI system. The single ring version of the PET system consists of eight detectors, each of which comprises a 12 × 12 silicon photomultipliers (SiPMs) array coupled with a dual layer of offset scintillation crystals to measure depth of interaction. The crystal arrays have 29 × 29 (30 × 30 for the outer layer) 4 mm long LYSO crystals (6 mm for the outer layer). The ring diameter is 119.2 mm and the axial field of view is 50.4 mm. The NEMA NU 4-2008 protocol was followed for studying the PET performance. Temperature stability of SiPMs was also investigated. The peak system absolute sensitivity was 4.70% with an energy window of 250-750 keV. The spatial resolution was 1.28/1.88/1.85 mm FWHM (radial/tangential/axial) at a distance of 5 mm from the center. Peak noise equivalent counting rate and scatter fraction for mouse phantom were 61.9 kcps at 14.9 MBq and 21.0%, respectively. The uniformity was 6.3% and the spill-over ratios in the images of the water-and air-filled chambers were 0.07 and 0.17, respectively. Recovery coefficients ranged from 0.13 to 0.96. Change in sensitivity as a function of ambient temperature was 0.3%/°C. These first results indicate excellent spatial resolution performance for use with animal studies. Moreover, the clippable assembly can be upgraded to accept a second ring of SiPMs modules, leading to improved sensitivity and axial coverage.
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Bellaye PS, Moreau M, Raguin O, Oudot A, Bernhard C, Vrigneaud JM, Dumont L, Vandroux D, Denat F, Cochet A, Brunotte F, Collin B. Radiolabeled F(ab') 2-cetuximab for theranostic purposes in colorectal and skin tumor-bearing mice models. Clin Transl Oncol 2018; 20:1557-1570. [PMID: 29777377 PMCID: PMC6223717 DOI: 10.1007/s12094-018-1886-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2018] [Accepted: 04/26/2018] [Indexed: 12/14/2022]
Abstract
PURPOSE This study aimed to investigate theranostic strategies in colorectal and skin cancer based on fragments of cetuximab, an anti-EGFR mAb, labeled with radionuclide with imaging and therapeutic properties, 111In and 177Lu, respectively. METHODS We designed F(ab')2-fragments of cetuximab radiolabeled with 111In and 177Lu. 111In-F(ab')2-cetuximab tumor targeting and biodistribution were evaluated by SPECT in BalbC nude mice bearing primary colorectal tumors. The efficacy of 111In-F(ab')2-cetuximab to assess therapy efficacy was performed on BalbC nude mice bearing colorectal tumors receiving 17-DMAG, an HSP90 inhibitor. Therapeutic efficacy of the radioimmunotherapy based on 177Lu-F(ab')2-cetuximab was evaluated in SWISS nude mice bearing A431 tumors. RESULTS Radiolabeling procedure did not change F(ab')2-cetuximab and cetuximab immunoreactivity nor affinity for HER1 in vitro. 111In-DOTAGA-F(ab')2-cetuximab exhibited a peak tumor uptake at 24 h post-injection and showed a high tumor specificity determined by a significant decrease in tumor uptake after the addition of an excess of unlabeled-DOTAGA-F(ab')2-cetuximab. SPECT imaging of 111In-DOTAGA-F(ab')2-cetuximab allowed an accurate evaluation of tumor growth and successfully predicted the decrease in tumor growth induced by 17-DMAG. Finally, 177Lu-DOTAGA-F(ab')2-cetuximab radioimmunotherapy showed a significant reduction of tumor growth at 4 and 8 MBq doses. CONCLUSIONS 111In-DOTAGA-F(ab')2-cetuximab is a reliable and stable tool for specific in vivo tumor targeting and is suitable for therapy efficacy assessment. 177Lu-DOTAGA-F(ab')2-cetuximab is an interesting theranostic tool allowing therapy and imaging.
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Oudot A, Bellaye PS, Vrigneaud JM, Raguin O, Bernhard C, Dumont L, Brunotte F, Savina A, Bouquet F, Fumoleau P, Collin B. Abstract P5-01-03: HER2 imaging by SPECT-CT using 111In radiolabeled pertuzumab-fab DOTAGA-conjugate: A proof of concept study in a preclinical model of breast cancer. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-p5-01-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: HER2 is positive in approximately 20-30% of all breast cancer and is associated with poor prognosis, higher mortality and higher metastatic incidence. Current diagnosis of HER2 expression relies on invasive methods requiring tissue biopsy which can lead to variable results due to inter/intra-metastatic and intratumoral heterogeneity in breast cancers. It has been recently demonstrated that HER2 molecular imaging based on pertuzumab, an antibody targeting HER2, could represent a more accurate non-invasive method to assess HER2 expression and evaluate its spatial and temporal heterogeneity. Aim: In the present study, we aimed at developing radiolabeled pertuzumab Fab fragments for HER2 imaging. Tumor uptake of radiolabeled Fab was evaluated in an animal model of HER2 breast cancer by SPECT-CT, and the impact of trastuzumab on HER2 imaging was assessed. The objective of this study was to validate the feasibility of HER2 imaging with a pertuzumab-derived probe and to evaluate the possible translation of such a probe for clinical use in patients treated or not with anti-HER2 therapy. Methods: Fab fragments of pertuzumab have been generated by papain digestion and bioconjugated with the bifunctional chelating agent DOTAGA for incorporation of Indium 111 to generate an HER2-specific probe for SPECT (111In-DOTAGA-pertuzumab-Fab). The functionality of both radiolabeled Fab and whole pertuzumab was evaluated by in vitro assays using HER2-overexpressing human breast cancer cell line (HCC1954). Tumor uptake of pertuzumab-Fab and whole pertuzumab (111In-DOTAGA-Pertuzumab) has been evaluated in Balb/c nude mice bearing BT-474 tumors with or without pre-treatment with trastuzumab for 24h. Results: In the current study we demonstrate that Fab fragments of pertuzumab keep similar HER2 binding properties than whole pertuzumab and can therefore be a suitable HER2-targeted probe. In vivo, 111In-DOTAGA-pertuzumab-Fab showed better pharmacokinetics than whole pertuzumab with faster tumor uptake and blood clearance allowing faster imaging with better tumor/blood ratio. In addition, tumor uptake of 111In-DOTAGA-pertuzumab-Fab is not modified by pre-treatment with trastuzumab. Conclusion: We assume that radiolabeled pertuzumab-Fab should be of great interest if the intention to treat is based on anti-HER2 monoclonal antibodies-based therapies rather than small molecules (e.g. lapatinib). Interestingly, pertuzumab has been shown to be also beneficial in combination with trastuzumab and chemotherapy in non-metastatic patients through its approval for the neoadjuvant treatment and very recently in the APHINITY clinical trial aiming for an approval in the adjuvant treatment of early breast cancer. These data suggest that pertuzumab will be extensively used in various HER-2 positive breast cancers underlining the interest to perform molecular imaging of HER2 expression as a predictive biomarker of efficacy.
Citation Format: Oudot A, Bellaye P-S, Vrigneaud J-M, Raguin O, Bernhard C, Dumont L, Brunotte F, Savina A, Bouquet F, Fumoleau P, Collin B. HER2 imaging by SPECT-CT using 111In radiolabeled pertuzumab-fab DOTAGA-conjugate: A proof of concept study in a preclinical model of breast cancer [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr P5-01-03.
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Lalande A, Cherrak I, Brunotte F, Degoulet P, Jaulent M. Quantifying Stenosis in Renal Arteriograms: A Fuzzy Syntactic Analysis. Methods Inf Med 2018. [DOI: 10.1055/s-0038-1634184] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
AbstractThe introduction of fuzzy logic improves a system for the automatic quantification of renal artery lesions seen in digital subtraction angiograms. A two-step approach has been followed. An earlier system based on non-fuzzy syntactic analysis provided a clear symbolic description of the stenotic lesions. Although this system worked correctly, it did not take into account the variability and uncertainty inherent to image processing and to knowledge on the reference diameter. This system has been improved by the introduction of fuzzy logic in the representation of the reference diameter. It provides a description of the stenosis in terms of fuzzy quantities. To illustrate the benefits of the fuzzy approach, the results of the two systems have been compared by plotting the differences of an index of variability. It appears that the differences are statistically different when using a two-tailed paired t-test (t = 2.37; p = 0.025). The result shows that the fuzzy approach is better than a non-fuzzy approach in the sense that the index of variability is reduced significantly.
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Thuvenot P, Brunotte F, Marchai C, Robert J, Anghileri LJ. Ionic Competition and 67Ga in Vivo Accumulation. Nuklearmedizin 2018. [DOI: 10.1055/s-0037-1620562] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Es wurde die Wirkung verschiedener Zitrate trivalenter Kationen auf die 67Ga-Zitrat-Speicherung von Tumortieren untersucht. Eine Beziehung zwischen der Ionengröße des gleichzeitig injizierten Kations und der Hemmung der 67Ga-Speicherung weist darauf hin, daß die Eigenschaften des Kations (Ionenradius und elektrische Ladung) die wichtigste Rolle in der Speicherung der Radioaktivität spielen. Die offenbare Übereinstimmung dieses Phänomens mit der Hypothese des isomorphen Ersatzes wird diskutiert.
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Vrigneaud JM, Walker P, Barbier B, Camacho A, Oudot A, Collin B, Brunotte F. Performance evaluation of the PET component of a sequential APD-based micro-PET/MR imaging system. Biomed Phys Eng Express 2017. [DOI: 10.1088/2057-1976/aa686d] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Moreau M, Poty S, Vrigneaud JM, Walker P, Guillemin M, Raguin O, Oudot A, Bernhard C, Goze C, Boschetti F, Collin B, Brunotte F, Denat F. MANOTA: a promising bifunctional chelating agent for copper-64 immunoPET. Dalton Trans 2017; 46:14659-14668. [DOI: 10.1039/c7dt01772c] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A comparison of four bifunctional chelating agents showed superior behaviour of a new NOTA derivative for 64Cu labelling of antibody fragments.
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Laurent G, Bernhard C, Dufort S, Jiménez Sánchez G, Bazzi R, Boschetti F, Moreau M, Vu TH, Collin B, Oudot A, Herath N, Requardt H, Laurent S, Vander Elst L, Muller R, Dutreix M, Meyer M, Brunotte F, Perriat P, Lux F, Tillement O, Le Duc G, Denat F, Roux S. Minor changes in the macrocyclic ligands but major consequences on the efficiency of gold nanoparticles designed for radiosensitization. NANOSCALE 2016; 8:12054-12065. [PMID: 27244570 DOI: 10.1039/c6nr01228k] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Many studies have been devoted to adapting the design of gold nanoparticles to efficiently exploit their promising capability to enhance the effects of radiotherapy. In particular, the addition of magnetic resonance imaging modality constitutes an attractive strategy for enhancing the selectivity of radiotherapy since it allows the determination of the most suited delay between the injection of nanoparticles and irradiation. This requires the functionalization of the gold core by an organic shell composed of thiolated gadolinium chelates. The risk of nephrogenic systemic fibrosis induced by the release of gadolinium ions should encourage the use of macrocyclic chelators which form highly stable and inert complexes with gadolinium ions. In this context, three types of gold nanoparticles (Au@DTDOTA, Au@TADOTA and Au@TADOTAGA) combining MRI, nuclear imaging and radiosensitization have been developed with different macrocyclic ligands anchored onto the gold cores. Despite similarities in size and organic shell composition, the distribution of gadolinium chelate-coated gold nanoparticles (Au@TADOTA-Gd and Au@TADOTAGA-Gd) in the tumor zone is clearly different. As a result, the intravenous injection of Au@TADOTAGA-Gd prior to the irradiation of 9L gliosarcoma bearing rats leads to the highest increase in lifespan whereas the radiophysical effects of Au@TADOTAGA-Gd and Au@TADOTA-Gd are very similar.
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Cochet A, Kanoun S, Humbert O, Walker PM, Cormier L, Créhange G, Brunotte F. Quelle imagerie pour la prise en charge de la rechute biochimique du cancer de la prostate : TEP ou IRM ? Cancer Radiother 2014; 18:509-16. [DOI: 10.1016/j.canrad.2014.07.148] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Revised: 07/15/2014] [Accepted: 07/16/2014] [Indexed: 12/25/2022]
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Collin B, Oudot A, Vrigneaud JM, Moreau M, Raguin O, Duchamp O, Tizon X, Denat F, Varoqueaux N, Brunotte F, Fumoleau P. Abstract P4-02-06: Molecular imaging with trastuzumab and pertuzumab of HER2-positive breast cancer in mice: a step towards personalized medicine. Cancer Res 2012. [DOI: 10.1158/0008-5472.sabcs12-p4-02-06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: The accurate and reliable assessment of HER2 status is an essential step in the diagnostic workup and selection of targeted treatment strategy in breast cancer patients. However, current ex vivo methods do not evaluate HER2 status possible discordance between primary tumor and distant metastases, nor immediate response to therapeutic intervention. Non-invasive imaging of HER2 expression could be a relevant alternative with additional benefits such as a better selection of patients for HER2-targeted therapies and the possible optimization of treatment strategies. Recent clinical trials suggest a better efficacy of trastuzumab/pertuzumab doublet but a lower activity of pertuzumab monotherapy over trastuzumab alone.
Aim: The aim of our study was therefore to evaluate preclinically the use of radiolabeled DOTAGA (2, 2′, 2″-(10-(2,6-dioxotetrahydro-2H-pyran-3-yl)-1,4,7,10-tetraazacyclododecane-1,4,7-triyl)triacetic acid) conjugated trastuzumab and pertuzumab for SPECT/CT (Single Photon Emission Computed Tomography/Computed Tomography) HER2 imaging purposes.
Methods: Trastuzumab and pertuzumab were conjugated to a new bifunctional chelating agent: DOTAGA anhydride (DOTA analog) and subsequently radiolabeled with the gamma-emitter Indium 111. The functionality of [111In]-DOTAGA-antibodies analogs was evaluated by in vitro saturation assays using HER2-overexpressing human breast cancer cell line (HCC1954). In vivo biodistribution was studied by SPECT/CT imaging at 24h, 48h and 72h after intravenous injection of [111In]-DOTAGA-antibodies in subcutaneous BT474 tumor-bearing rodents.
Results: [111In]-DOTAGA-trastuzumab and [111In]-DOTAGA-pertuzumab showed respectively 2.6 and 2.7 DOTAGA/antibody. Both [111In]-DOTAGA-trastuzumab and [111In]-DOTAGA-pertuzumab achieved a radiochemical purity > 95%. Biological activity of [111In]-DOTAGA-trastuzumab and [111In]-DOTAGA-pertuzumab was maintained: the affinity determined on HER2 expressing HCC1954 cell lines, was 5.5 and 5.6 nM. SPECT/CT imaging experiments in tumor-bearing rodents and gamma-counting of organs both showed that at 72h post-injection, more than 60 % of the activity was localized in the tumor (66.9±0.9 %ID/g for [111In]-DOTAGA-trastuzumab and 63.8±6.3 %ID/g for [111In]-DOTAGA-pertuzumab) and that an excess of non-radiolabeled corresponding antibody significantly shifted down tumor-targeting (to 17.6±2.4 %ID/g for [111In]-DOTAGA-trastuzumab and 8.7±0.8 %ID/g for [111In]-DOTAGA-pertuzumab.
Conclusions: Our results demonstrate a similar HER2 binding of trastuzumab and pertuzumab. Both radiolabeled [111In]-DOTAGA-trastuzumab and [111In]-DOTAGA-pertuzumab should be considered and might be promising tools for molecular imaging diagnosis of HER2 overexpression in breast cancer.
Citation Information: Cancer Res 2012;72(24 Suppl):Abstract nr P4-02-06.
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Oudot A, Collin B, Raguin O, Moreau M, Vrigneaud J, Duchamp O, Varoqueaux N, Denat F, Brunotte F, Fumoleau P. 522 Preclinical Evaluation of Indium 111 Radiolabeled Trastuzumab and Pertuzumab for HER2-positive Breast Cancer Molecular Imaging. Eur J Cancer 2012. [DOI: 10.1016/s0959-8049(12)72319-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Crehange G, Gauthier M, Cochet A, Loffroy R, Martin E, Mirjolet C, Wiazzane N, Brunotte F, Maingon P, Walker P. Prostate Metabolism After the Completion of Exclusive Radiation Is More Depleted After Seeds Brachytherapy Compared to External Beam Radiation Therapy for Prostate Cancer Patients. Int J Radiat Oncol Biol Phys 2012. [DOI: 10.1016/j.ijrobp.2012.07.1084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Guenancia C, Cochet A, Humbert O, Dygai-Cochet I, Lorgis L, Zeller M, Stamboul K, Brunotte F, Cottin Y. Predictors of post-stress LVEF drop 6 months after reperfused myocardial infarction: a gated myocardial perfusion SPECT study. Ann Nucl Med 2012; 27:112-22. [PMID: 23065422 DOI: 10.1007/s12149-012-0661-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2012] [Accepted: 10/02/2012] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To identify the predictive factors of myocardial stunning as assessed by the drop in post-stress Left Ventricular Ejection Fraction (LVEF) in patients with a recent history of myocardial infarction (MI). METHODS We prospectively included 215 consecutive patients admitted for acute MI who underwent percutaneous coronary intervention with a greater than or equal to grade-3 TIMI flow in the culprit vessel. Six months after discharge, a post-stress/rest 99mTc-sestamibi gated SPECT was performed. The perfusion score was evaluated visually using a 17-segment model. The LVEF drop was considered significant if the post-stress LVEF was ≥ 5% below the rest LVEF (QGS® software). RESULTS A post-stress LVEF drop was observed in 51 (24%) patients. Patients with an LVEF drop were more likely than patients with a stable post-stress LVEF to have diabetes (22% vs. 10%, p = 0.048), significant ischemia (SDS > 2) (51% vs. 28% p = 0.003) and higher rest LVEF [62% (56-69) vs. 56% (49-63) p < 0.001]. In contrast, summed rest score, related to infarct size, did not differ between the groups. Multivariate logistic regression analysis identified SDS > 2 (OR 3.78, 95% CI 1.8-7.92, p < 0.001), diabetes (OR 3.35, 95% CI 1.33-8.49; p = 0.011) and rest LVEF (OR 1.08, 95% CI 1.04-1.12, p < 0.001) as independent explanatory variables of an LVEF drop. CONCLUSION In patients with recent MI and post-procedural grade-3 TIMI flow, ischemia and diabetes were independent predictive factors of myocardial stunning. The higher incidence of reversible perfusion abnormalities validates the model of myocardial stunning in the post-MI period, and excludes the potential involvement of myocardial necrosis.
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Xavier M, Lalande A, Walker PM, Brunotte F, Legrand L. An Adapted Optical Flow Algorithm for Robust Quantification of Cardiac Wall Motion From Standard Cine-MR Examinations. ACTA ACUST UNITED AC 2012; 16:859-68. [DOI: 10.1109/titb.2012.2204893] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Humbert O, Berriolo-Riedinger A, Riedinger JM, Coudert B, Arnould L, Cochet A, Loustalot C, Fumoleau P, Brunotte F. Changes in 18F-FDG tumor metabolism after a first course of neoadjuvant chemotherapy in breast cancer: influence of tumor subtypes. Ann Oncol 2012; 23:2572-2577. [PMID: 22499859 DOI: 10.1093/annonc/mds071] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The aim of this study is to evaluate the impact of the different breast cancer subtypes on the tumor (18)F-FDG uptake at baseline and on its changes after the first course of neoadjuvant chemotherapy (NAC). PATIENTS AND METHODS One hundred and fifteen women with newly diagnosed, large or locally advanced breast cancer undergoing NAC were included. Estrogen receptor (ER), progesterone receptor (PR) and HER2 status were used to define three major tumor subtypes: triple negative (TN) (ER-/PR-/HER2-), luminal (ER+ and/or PR+; HER2-) and HER2 positive (HER2+). Using Fluorine-18 fluorodeoxyglucose positron emission tomography, the tumoral standard uptake value (SUV) maximal index was measured at baseline and just before the second course of NAC. RESULTS TN tumors presented the highest baseline SUV (11.3 ± 8.5; P < 0.0001). The decrease of SUV after the first course of NAC (ΔSUV) was significantly higher in TN and HER2-positive subtypes (-45% ± 25% and -57% ± 30%, respectively) than in luminal one (-19% ± 35%; P < 0.0001). ΔSUV was a predictive factor of the pathological complete response only in HER2-positive tumors (cut-off = -75%; P < 0.03) with an accuracy of 76%. CONCLUSION The baseline (18)F-FDG tumoral uptake but also its early response to NAC is different according to the immunohistological subtypes of breast cancer.
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Berriolo-Riedinger A, Humbert O, Riedinger JM, Arnoud L, Coudert B, Dygai-Cochet I, Cochet A, Toubeau M, Fumoleau P, Brunotte F. Abstract P5-01-06: 18[F]-FDG Tumoral Uptake and Metabolic Response after 1 Cycle of Primary Chemotherapy According to Tumoral Phenotype of Breast Cancer. Cancer Res 2010. [DOI: 10.1158/0008-5472.sabcs10-p5-01-06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
To compare the 18[F]-FDG-PET (PET) metabolic characteristics in triple-negative, luminal and positive HER2 breast cancer. Material and Methods: One hundred and forty-five patients with newly diagnosed locally advanced breast cancer were evaluated. Twenty one metastatic patients (discovered in baseline PET) were excluded and 9 patients were lost. One hundred and fifteen had undergone FDG PET before and after the first course of neoadjuvant chemotherapy. Breast cancer lesions were imaged at 80-90 minutes after administration of FDG. Maximum standardized uptake values (SUV) were measured at both time point (SUV1 and SUV 2). Metabolic response was measured by the relative decrease of SUV (ΔSUV). Using Immunohistochemistry as a surrogate for expression profiling, the tumours were classified as follows: triple negative defined by the lack of oestrogen receptors, progesterone receptors and human epidermal growth factor receptors 2 (HER2) expression, luminal (hormonal receptor positive, HER2 negative) and HER2 positive (overexpression of HER 2). Relationships between baseline [18F]-FDG uptake and clinical, histopathological and biological parameters were assessed by Mann-Whitney test. Relationships between SUV1, SUV2, ΔSUV and the tumoral phenotype were assessed by Kruskal-Wallis test.
Results: In the overall population the mean ±SD SUV1, SUV2 and ΔSUV values were 6.7± 5.9, 3.7± 3 and −36.7% ± 35.7%, respectively. Significant relationships were found between baseline FDG uptake and initial clinical and histopathological parameters : a high mitotic activity (p≥0.0001), a high nuclear pleomorphism (≥0.0002), a high tumour grading (p≥0.0001) and a negative oestrogen hormonal receptor status (p≥0.0001) were associated with a high baseline SUV. Patient age, lymph node involvement, architectural differentiation, progesterone hormonal receptor and HER2 status were not found to be related with SUV values.
Metabolic characteristics (mean ± SD) according to tumoral phenotype:
Conclusion: Our results show a significant positive relationship between the baseline FDG uptake and the proliferation markers, the tumour grading, the number of mitoses and the nuclear pleomorphism. A significant negative relationship was found between the baseline FDG uptake and the oestrogen hormonal receptor status. The triple negative phenotype was associated with higher baseline FDG uptake and higher residual FDG uptake after one course of chemotherapy commensurate with their aggressive biology. Luminal tumours showed a lower ΔSUV reflecting their lower chemosensibility.
Citation Information: Cancer Res 2010;70(24 Suppl):Abstract nr P5-01-06.
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Cochet A, Pigeonnat S, Buvry B, Berriolo-Riedinger A, Humbert O, Coudert B, Fumoleau P, Arnould L, Brunotte F. Abstract P5-01-09: Evaluation of Tumor Blood Flow with Dynamic 18F-Fluorodeoxyglucose Positron Emission Tomography: Correlation with Microvessel Density. Cancer Res 2010. [DOI: 10.1158/0008-5472.sabcs10-p5-01-09] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Breast cancer is typically associated with an increase in tumor blood flow (due to angiogenesis) and tumor metabolism. Thus, these 2 key parameters are essential to characterize aggressiveness of breast tumors. Moreover, angiogenesis is a potential target for specific therapies. Positron Emission Tomography (PET) with 18F-Fluorodeoxyglucose (FDG) has become the gold standard for in vivo evaluation of tumor metabolism. A method for simultaneous measurement of blood flow and metabolism from a single injection of FDG may be an important addition for functional imaging of breast tumors. Unfortunately, there is no consensus on the validity of dynamic FDG acquisition for the evaluation of tumor blood flow.
Objective: to compare a new technique for simultaneous evaluation of tumor blood flow and metabolism, using a dynamic acquisition of FDG PET, with proliferation and endothelial cell markers. Material and methods: Twenty-eight patients with new diagnosed locally advanced breast cancer were included. In addition to diagnosis and tumor grading, biopsy samples of each tumor were used to assess the Ki-67 index of proliferation and the immuno-staining for CD31 (a panendothelial cell marker) and CD105 (a proliferation-related endothelial cell marker) (both expressed as number of labeled vessels counted on 10 consecutive high power fields, 400X magnification). All patients underwent FDG PET at least one week after sample biopsy and before any treatment. Dynamic 2 minutes acquisition was performed immediately after intravenous injection of 5 MBq/Kg of FDG; tumor Blood Flow (BF, in ml/min/g) was then calculated using a single compartiment kinetic model. Static acquisition was performed 60 minutes after injection for quantification of delayed FDG tumor uptake (“Standardized Uptake Value”, SUV), reflecting tumor metabolism.
Results: Pathologic and PET data were available for all patients. The SUV measured on delayed PET images was strongly positively correlated with the expression of Ki-67 (r=+0.693; P<0.0001). In contrast, there was no significant correlation between SUV and endothelial markers (CD31 and CD105). Tumor BF was positively correlated with the expression of CD31 (r=+0.392; p=0.039) and CD105 (r=+0.470; p=0.016). In contrast, there was no significant correlation between BF and Ki-67. Patients were categorized according to low (inframedian) or high (supramedian) tumor BF. Patients with high tumor BF showed a higher mean CD31 expression (236±169 vs 124±47, p=0.025) and a higher mean CD105 expression (110±73 vs 51±14; p=0.006) when compared with low tumor BF. In contrast there was no significant difference concerning SUV and Ki-67.
Conclusion: Tumor BF quantified by dynamic FDG PET is related to tumor microvessel density evaluated by immunohistochemistry. Thus, dynamic FDG PET is a valuable tool to evaluate both tumor blood flow and metabolism. Further investigations are needed to confirm the respective role of these 2 key parameters for elaboration of therapeutic strategies and response assessment in locally advanced breast cancer.
Citation Information: Cancer Res 2010;70(24 Suppl):Abstract nr P5-01-09.
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Humbert O, Berriolo-Riedinger A, Arnoud L, Coudert B, Toubeau M, Dygai-Cochet I, Cochet A, Mayer F, Fumoleau P, Brunotte F. Abstract P5-01-05: Prognostic Value at 4 Years of FDG PET, after the First Course of Neoadjuvant Chemotherapy in Breast Cancer. Cancer Res 2010. [DOI: 10.1158/0008-5472.sabcs10-p5-01-05] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
FDG-PET may be a powerful examination to evaluate the effectiveness of neoadjuvant chemotherapy: it appears to be possible to predict the preoperative histological response after the first cycle of chemotherapy. The aim of this prospective study was to investigate the prognostic value of the early decrease of tumoral glucidic metabolism, evaluated with FDG-PET, after the first cycle of neoadjuvant chemotherapy in breast cancer. Material and methods: FDG-PET was performed before and after the first cycle of neoadjuvant chemotherapy in 92 patients with large or locally advanced, non inflammatory, breast cancer. The change of 18F-FDG tumoral uptake was calculated from the maximum Standard Uptake Value corrected for body surface and glycemia (ΔSUVmax). Disease free survival (DFS) was assessed, and the prognostic value of ΔSUVmax was first studied among all patients. Using immunohistochemistry as a surrogate for expression profiling, patients were then classified according to tumoral phenotypes as follow: triple negative (defined by the lack of estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2) expression), luminal (ER positive or PR positive, HER2 negative) and HER2 positive.
Results: The median follow-up was 46.3 months (range: 37–52 months). Twenty one patients had recurrent disease, 9 of whom died. Using univariate Cox regression analysis with all patients, DFS showed significant correlation with initial tumor size measured with ultrasound scan (p=0.03), and ΔSUVmax after the first cycle of neoadjuvant chemotherapy (cut-off = -45%, p=0.01). Using multivariate cox regression analysis, only ΔSUVmax remained an independent prognostic factor of DFS at four years (p=0.028). According to tumoral phenotypes, ΔSUVmax was a prognostic factor of DFS for the 50 patients with a luminal cancer : the risk of relapse was 8.7 times higher in women whose SUVmax decreased less than 24% after the first course of chemotherapy (p=0,04). No significant correlation between
ΔSUVmax and DFS was shown in the 22 triple negative phenotypes. For the 31 patients overexpressing HER2, a tumoral SUVmax lower than 1,8 after one cycle of chemotherapy tended to be a favorable prognostic factor with a lower risk of relapse (p = 0,058) but ΔSUVmax had no significant prognostic value (p=0.08).
Conclusion: Using immunohistochemistry, the change of tumoral FDG uptake after the first cycle of neoadjuvant chemotherapy in operable breast cancer patients appears to be an early surrogate marker of disease free survival for luminal tumors in this study. For HER2 positive tumors, FDG-PET seems to provide prognostic information but, as for the triple negative tumors, it was not statistically significant. FDG-PET might be useful to guide the early therapeutic choice for breast cancer treated with neoadjuvant chemotherapy.
Citation Information: Cancer Res 2010;70(24 Suppl):Abstract nr P5-01-05.
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Dewas S, Cochet A, Talbot J, Supiot S, Brunotte F, Rousseau C, Truc G, Bourdin S, Maingon P, Crehange G. Preliminary Results of Fluorocholine (18F) PET/CT (FCH PET/CT) for Guiding Salvage IG-IMRT in Patients with an Occult Recurrence from a Previously Treated Prostate Cancer. Int J Radiat Oncol Biol Phys 2010. [DOI: 10.1016/j.ijrobp.2010.07.794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Dewas S, Cochet A, Talbot JN, Supiot S, Brunotte F, Rousseau C, Truc G, Bourdin S, Maingon P, Créhange G. RCMI avec guidage par l’image de rattrapage et TEP à la 18F choline de patients en situation de récidive biochimique après traitement initial radical de cancer prostatique : résultats préliminaires. Cancer Radiother 2010. [DOI: 10.1016/j.canrad.2010.07.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Dewas S, Créhange G, Maingon P, Martin É, Cormier L, Brenier JP, Brunotte F, Walker P. Détermination du volume prostatique pour la curiethérapie par implant permanent : étude comparative de l’IRM 3Tesla et de l’échographie de planimétrie. Cancer Radiother 2010. [DOI: 10.1016/j.canrad.2010.07.440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Guiu B, Petit JM, Walker PM, Loffroy R, Hillon P, Brunotte F, Krausé D, Cercueil JP. [Magnetic resonance spectroscopy: a new standard for quantification of liver steatosis?]. ACTA ACUST UNITED AC 2009; 33:967-70. [PMID: 19646833 DOI: 10.1016/j.gcb.2009.05.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2008] [Revised: 04/04/2009] [Accepted: 05/18/2009] [Indexed: 11/29/2022]
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Crehange G, Walker PM, Parfait S, Maingon P, Cochet A, Brunotte F, Tizon X, Provent P, Duchamp O. MR-based biomarkers in the diagnosis and the evaluation of the therapeutic response to radiotherapy (ETRR) in prostatic carcinoma (PCa): Implementation of clinical and experimental approaches. J Clin Oncol 2009. [DOI: 10.1200/jco.2009.27.15_suppl.e16136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e16136 Background: ETRR in PCa remains a challenging task. New biomarkers in the form of metabolites, detected with Proton Magnetic Resonance Spectroscopy (1H-MRS), and quantitative Apparent Diffusion Coefficient (ADC), determined with Diffusion-Weighted Magnetic Resonance Imaging, could be of value in the ETRR for PCa. Methods: Twenty-one men with biopsy proven localized PCa were examined before external radiotherapy. 3D-1H-MRS was performed at 3.0T without endorectal coils. The delivered radiotherapy dose was 78 Gy in 39 fractions with 6 MV photons. MR follow-up examinations up to 36 months post-radiotherapy were performed. For the pre-clinical study, healthy rat prostate was studied in 3 nude rats. PC3-MM2 and PAC-120 tumors were subcutaneously (SC) and orthotopically (OT) xenografted in 5 nude rats, respectively. Radiotherapy anti-tumor efficacy administered as HDR-brachytherapy (SC) or X6 external beam irradiation (OT) delivering 10 Gy/5 fractions was evaluated. 1H-MRS was performed at 4.7 T using SVS. Results: Twelve men received the 3-month examination, 8 patients are at 6-months, 4 are at 9 months and 1 has been followed for 1 year. At baseline, healthy prostate shows a low Choline (Cho)/Citrate ratio, whereas the presence of cancer considerably increases this ratio. At 3 months, we observed metabolic atrophy except for Cho. Although, higher ADC values are normally found in peripheral zone than in central gland, these differences disappear after radiotherapy. In healthy rat prostate high levels of Cho without citrate were noted. Cho and free lipids were detected in PC3-MM2 and PAC120 SC-grafted tumors, with a higher Cho content in PC3-MM2. Radiotherapy induced significant antitumor activity in PC3-MM2 (SC) (T/C% = 38%) and OT (ILS% = 58%) tumors, but was not efficient in PAC120 SC-grafted tumors (T/C% = 90%). Radiotherapy slightly modified Cho content 4 days after the end of treatment but no modification on overall metabolic profile was observed before, during and after radiotherapy. Conclusions: Combined ADC and Cho are powerful biomarkers for the detection of PCa in men and could be useful for ETRR.The use of Cho in ETRR for PCa in rats appears to be promising. No significant financial relationships to disclose.
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Cottin Y, Touzery C, Dalloz F, Coudert B, Toubeau M, Riedinger A, Louis P, Wolf JE, Brunotte F. Comparison of epirubicin and doxorubicin cardiotoxicity induced by low doses: evolution of the diastolic and systolic parameters studied by radionuclide angiography. Clin Cardiol 2009; 21:665-70. [PMID: 9755384 PMCID: PMC6655270 DOI: 10.1002/clc.4960210911] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Previous studies have demonstrated that epirubicin (EPI) has a lower propensity to produce cardiotoxic effects than doxorubicin (DXR) at high doses. HYPOTHESIS The aim of the study was to compare the cardiotoxicity induced by low doses of EPI and DXR in patients before and 1 month after the end of chemotherapy. METHOD In a prospective study, 99 patients with a mean age of 51 +/- 12 years and without cardiac disease were studied before and 1 month after the end of chemotherapy. Group 1 included 38 patients receiving 246 +/- 96 mg/m2 of DXR and Group 2 included 61 patients receiving EPI with and equivalent dose of 219 +/- 92 mg/m2 of DXR. Ejection fraction (EF) of the left ventricle (LV), peak ejection rate (PER), and peak filling rate (PFR) [expressed in end-diastolic volume/s (EDV/s)] were evaluated by gated radionuclide angiography; PFR/PER were also calculated. RESULTS Moderate and similar alterations of left ventricular ejection fraction were shown for low doses of anthracyclines. The EF of the LV decreased from 57 +/- 6% to 54 +/- 6% for DXR group (Group 1) (p = 0.005), and from 58 +/- 5% to 55 +/- 5% for the EPI group (Group 2)(p = 0.001). The PER of the left ventricle fell from 3.08 +/- 0.46 EDV/s to 2.79 +/- 0.49 in Group 1 (p = 0.004) and from 2.98 +/- 0.50 to 2.73 +/- 0.34 EDV/s in Group 2 (p = 0.001). In contrast, no significant alteration of PFR appeared in Group 2 (from 2.72 +/- 0.51 to 2.62 +/- 0.41 EDV/s) for the equivalent dose of anthracycline, while PFR of the LV dropped from 2.82 +/- 0.76 (EDV/s) to 2.41 +/- 0.55 after doxorubicin (p = 0.004). No difference was found between 1 and 12 months after the end of the treatment in 25 patients in Group 1 and 28 patients in Group 2. These results confirm the advantage of EPI over DXR in terms of cardiotoxicity and help explain the relationship of cellular damage mechanisms with the functional parameters of nuclear investigation. CONCLUSION A possible explanation for specific alteration after DXR could be the increased production of semiquinone free radicals, which are known to induce membrane damage and, consequently, myocardial edema and diastolic alteration.
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