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Lee EJ, Chang YW. Prediction of complete response after neoadjuvant chemotherapy for invasive breast cancers: The utility of shear wave elastography and superb microvascular imaging in pretreatment breast ultrasound. Eur J Radiol 2024; 175:111432. [PMID: 38554672 DOI: 10.1016/j.ejrad.2024.111432] [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: 06/29/2023] [Revised: 03/03/2024] [Accepted: 03/15/2024] [Indexed: 04/02/2024]
Abstract
PURPOSE To investigate whether multiparametric parameters of pretreatment breast ultrasound (US) and clinicopathologic factors are associated with pathologic complete response (pCR) after neoadjuvant chemotherapy (NAC) for breast cancer. METHODS Between November 2018 and September 2022, 88 patients who underwent NAC and subsequent surgery were included in this study (median age, 55 years; interquartile range [IQR], 45, 59.3). Multiparametric breast US including grayscale, shear wave elastography (SWE) and superb microvascular imaging (SMI) of pathologically proven invasive breast cancers were retrospectively reviewed. Clinicopathological and multiparametric parameters of breast US, including size, SWEmax, SWEratio and vascular index on SMI (SMIVI) were compared between the groups. Univariate and multivariate logistic regression analyses were performed to determine factors predicting pCR after NAC. AUROC curve analysis was performed to determine the predictors' optimal cut-off values and diagnostic performance. RESULTS The pCR group (n = 24) showed a significantly smaller tumor size, lower SWEmax, higher Ki-67 index, higher hormone receptor negativity and negative axillary lymph node metastasis compared to the non-pCR group (n = 64). Multivariate regression analysis showed that SWEmax (adjusted odds ratio[aOR] = 0.956, 95 % confidence interval [CI] = 0.919-0.994, P = 0.025) and Ki-67 index (aOR = 1.083, 95 % CI = 1.012-1.159, P = 0.021) were independently associated with pathologically complete response. The optimal cut-off values for predicting pCR were 27.5 % for Ki-67 with an AUC of 0.743 and 134.8 kPa for SWEmax with an AUC of 0.779. A combination model including clinical factors and SWEmax showed the best diagnostic performance with an AUC of 0.876. CONCLUSION A higher Ki-67 index and lower SWEmax measured on pretreatment breast US were independently associated with pCR in invasive breast cancer after NAC.
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Affiliation(s)
- Eun Ji Lee
- Department of Radiology, Soonchunhyang University Seoul Hospital, Seoul, Korea
| | - Yun-Woo Chang
- Department of Radiology, Soonchunhyang University Seoul Hospital, Seoul, Korea.
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Hellerbach A, Eichner M, Rueß D, Luyken K, Hoevels M, Judge M, Baues C, Ruge M, Kocher M, Treuer H. Impact of prescription isodose level and collimator selection on dose homogeneity and plan quality in robotic radiosurgery. Strahlenther Onkol 2021; 198:484-496. [PMID: 34888732 PMCID: PMC9038902 DOI: 10.1007/s00066-021-01872-4] [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: 04/08/2021] [Accepted: 10/17/2021] [Indexed: 11/28/2022]
Abstract
Purpose In stereotactic radiosurgery (SRS), prescription isodoses and resulting dose homogeneities vary widely across different platforms and clinical entities. Our goal was to investigate the physical limitations of generating dose distributions with an intended level of homogeneity in robotic SRS. Methods Treatment plans for non-isocentric irradiation of 4 spherical phantom targets (volume 0.27–7.70 ml) and 4 clinical targets (volume 0.50–5.70 ml) were calculated using Sequential (phantom) or VOLOTM (clinical) optimizers (Accuray, Sunnyvale, CA, USA). Dose conformity, volume of 12 Gy isodose (V12Gy) as a measure for dose gradient, and treatment time were recorded for different prescribed isodose levels (PILs) and collimator settings. In addition, isocentric irradiation of phantom targets was examined, with dose homogeneity modified by using different collimator sizes. Results Dose conformity was generally high (nCI ≤ 1.25) and varied little with PIL. For all targets and collimator sets, V12Gy was highest for PIL ≥ 80% and lowest for PIL ≤ 65%. The impact of PIL on V12Gy was highest for isocentric irradiation and lowest for clinical targets (VOLOTM optimization). The variability of V12Gy as a function of collimator selection was significantly higher than that of PIL. V12Gy and treatment time were negatively correlated. Plans utilizing a single collimator with a diameter in the range of 70–80% of the target diameter were fastest, but showed the strongest dependence on PIL. Conclusion Inhomogeneous dose distributions with PIL ≤ 70% can be used to minimize dose to normal tissue. PIL ≥ 90% is associated with a marked and significant increase in off-target dose exposure. Careful selection of collimators during planning is even more important. Supplementary Information The online version of this article (10.1007/s00066-021-01872-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Alexandra Hellerbach
- Faculty of Medicine and University Hospital Cologne, Department of Stereotaxy and Functional Neurosurgery, University of Cologne, Kerpener Straße 62, 50937, Cologne, Germany.
| | - Markus Eichner
- Faculty of Medicine and University Hospital Cologne, Department of Stereotaxy and Functional Neurosurgery, University of Cologne, Kerpener Straße 62, 50937, Cologne, Germany
| | - Daniel Rueß
- Faculty of Medicine and University Hospital Cologne, Department of Stereotaxy and Functional Neurosurgery, University of Cologne, Kerpener Straße 62, 50937, Cologne, Germany
| | - Klaus Luyken
- Faculty of Medicine and University Hospital Cologne, Department of Stereotaxy and Functional Neurosurgery, University of Cologne, Kerpener Straße 62, 50937, Cologne, Germany
| | - Mauritius Hoevels
- Faculty of Medicine and University Hospital Cologne, Department of Stereotaxy and Functional Neurosurgery, University of Cologne, Kerpener Straße 62, 50937, Cologne, Germany
| | - Michael Judge
- Faculty of Medicine and University Hospital Cologne, Institute of Radiation Oncology, University of Cologne, Cologne, Germany
| | - Christian Baues
- Faculty of Medicine and University Hospital Cologne, Institute of Radiation Oncology, University of Cologne, Cologne, Germany
| | - Maximilian Ruge
- Faculty of Medicine and University Hospital Cologne, Department of Stereotaxy and Functional Neurosurgery, University of Cologne, Kerpener Straße 62, 50937, Cologne, Germany
| | - Martin Kocher
- Faculty of Medicine and University Hospital Cologne, Department of Stereotaxy and Functional Neurosurgery, University of Cologne, Kerpener Straße 62, 50937, Cologne, Germany
| | - Harald Treuer
- Faculty of Medicine and University Hospital Cologne, Department of Stereotaxy and Functional Neurosurgery, University of Cologne, Kerpener Straße 62, 50937, Cologne, Germany
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Rauch M, Tausch D, Stera S, Blanck O, Wolff R, Meissner M, Urban H, Hattingen E. MRI characteristics in treatment for cerebral melanoma metastasis using stereotactic radiosurgery and concomitant checkpoint inhibitors or targeted therapeutics. J Neurooncol 2021; 153:79-87. [PMID: 33761055 PMCID: PMC8131338 DOI: 10.1007/s11060-021-03744-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 03/18/2021] [Indexed: 11/04/2022]
Abstract
Introduction Combination therapy for melanoma brain metastases (MM) using stereotactic radiosurgery (SRS) and immune checkpoint-inhibition (ICI) or targeted therapy (TT) is currently of high interest. In this collective, time evolution and incidence of imaging findings indicative of pseudoprogression is sparsely researched. We therefore investigated time-course of MRI characteristics in these patients. Methods Data were obtained retrospectively from 27 patients (12 female, 15 male; mean 61 years, total of 169 MMs). Single lesion volumes, total MM burden and edema volumes were analyzed at baseline and follow-up MRIs in 2 months intervals after SRS up to 24 months. The occurrence of intralesional hemorrhages was recorded. Results 17 patients (80 MM) received ICI, 8 (62 MM) TT and 2 (27 MM) ICI + TT concomitantly to SRS. MM-localization was frontal (n = 89), temporal (n = 23), parietal (n = 20), occipital (n = 10), basal ganglia/thalamus/insula (n = 10) and cerebellar (n = 10). A volumetric progression of MM 2–4 months after SRS was observed in combined treatment with ICI (p = 0.028) and ICI + TT (p = 0.043), whereas MMs treated with TT showed an early volumetric regression (p = 0.004). Edema volumes moderately correlated with total MM volumes (r = 0.57; p < 0.0001). Volumetric behavior did not differ significantly over time regarding lesions’ initial sizes or localizations. No significant differences between groups were observed regarding rates of post-SRS intralesional hemorrhages. Conclusion Reversible volumetric increases in terms of pseudoprogression are observed 2–4 months after SRS in patients with MM concomitantly treated with ICI and ICI + TT, rarely after TT. Edema volumes mirror total MM volumes. Medical treatment type does not significantly affect rates of intralesional hemorrhage.
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Affiliation(s)
- Maximilian Rauch
- Institute for Neuroradiology, Johann Wolfgang Goethe-University, Theodor Stern Kai 7, 60590, Frankfurt am Main, Germany.
| | - Daniel Tausch
- Institute for Neuroradiology, Johann Wolfgang Goethe-University, Theodor Stern Kai 7, 60590, Frankfurt am Main, Germany
| | - Susanne Stera
- Department of Radiation Oncology, Johann Wolfgang Goethe-University, Frankfurt am Main, Germany
| | - Oliver Blanck
- Saphir Radiosurgery Center, Frankfurt am Main, Germany
| | - Robert Wolff
- Saphir Radiosurgery Center, Frankfurt am Main, Germany
| | - Markus Meissner
- Department of Dermatology, Johann Wolfgang Goethe-University, Frankfurt am Main, Germany
| | - Hans Urban
- Institute for Neurooncology, Johann Wolfgang Goethe-University, Frankfurt am Main, Germany
| | - Elke Hattingen
- Institute for Neuroradiology, Johann Wolfgang Goethe-University, Theodor Stern Kai 7, 60590, Frankfurt am Main, Germany
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