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Barr RG, Engel A, Kim S, Tran P, De Silvestri A. Improved Breast 2D SWE Algorithm to Eliminate False-Negative Cases. Invest Radiol 2023; 58:703-709. [PMID: 36939607 DOI: 10.1097/rli.0000000000000972] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2023]
Abstract
OBJECTIVES Two-dimensional shear wave elastography (SWE) has been limited in breast lesion characterization due to false-negative results from artifacts. The aim of this study was to evaluate an updated Food and Drug Administration-approved breast 2D-SWE algorithm and compare with the standard algorithm (SA). MATERIALS AND METHODS This prospective, single-center study was approved by our local institutional review board and Health Insurance Portability and Accountability Act compliant. From April 25, 2019 to May 2, 2022, raw shear wave data were saved on patients having screening or diagnostic breast ultrasound on a Siemens Sequoia US. After removing duplicate images and those without biopsy diagnosis or stability over 2 years, there were 298 patients with 394 lesions with biopsy-proven pathology or >2-year follow-up. Raw data were processed using the SA and a new algorithm (NA). Five-millimeter regions of interest were placed in the highest stiffness in the lesion or adjacent 3 mm on the SA. Stiffness values (shear wave speed, max) in this location from both algorithms were recorded. Statistics were calculated for comparing the 2 algorithms. RESULTS The mean patient age was 56.3 ± 16.1 years (range, 21-93 years). The mean benign lesion size was 10.7 ± 8.0 mm (range, 2-46 mm), whereas the mean malignant lesion size was 14.9 ± 7.8 mm (range, 4-36 mm). There were 201 benign (>2-year follow-up) and 193 biopsied lesions (65 benign; 128 malignant). The mean maximum stiffness for benign lesions was 2.37 m/s (SD 1.26 m/s) for SA and 3.51 m/s (SD 2.05 m/s) for NA. For malignant lesions, the mean maximum stiffness was 4.73 m/s (SD, 1.71 m/s) for SA and 8.45 m/s (SD, 1.42 m/s) for NA. The area under the receiver operating characteristic curve was 0.87 SA and 0.95 NA when using the optimal cutoff value. Using a threshold value of 5.0 m/s for NA and comparing to SA, the sensitivity increased from 0.45 to 1.00 and the specificity decreased from 0.94 to 0.81; the positive predictive value was 0.72, the negative predictive value was 1.00, and the negative likelihood ratio was 0.00. CONCLUSIONS Using a new breast SWE algorithm significantly improves the sensitivity of the technique with a small decrease in specificity, virtually eliminating the "soft" cancer artifact. The new 2D-SWE algorithm significantly increases the sensitivity and negative predictive value in characterizing breast lesions as benign or malignant and allows for downgrading all BI-RADS 4 lesions.
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Affiliation(s)
| | | | - Su Kim
- From the Northeastern Ohio Medical University, Rootstown
| | - Phuong Tran
- From the Northeastern Ohio Medical University, Rootstown
| | - Annalisa De Silvestri
- Clinical Epidemiology and Biometric Unit, Fondazione IRCCS Policlinico S. Matteo, Pavia, Italy
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Wang X, Liu C, Shang G, Xiong J, Zhou H, Tang W, Qin X. Multimodal Ultrasonography Features of Breast Lymphomas: 3 Cases Report. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:1353-1359. [PMID: 36502374 DOI: 10.1002/jum.16137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 10/29/2022] [Accepted: 11/15/2022] [Indexed: 05/18/2023]
Abstract
To investigate the multimodal ultrasonography (US) features of breast lymphomas (BLs). Multimodal ultrasonography was performed on three patients who had been diagnosed BLs by pathology in our hospital. Two cases of primary BLs appeared hyper hyperechoic and hypoechoic, and one case of second BL appeared isoechoic and hypoechoic. Elastography of two lesions was soft elasticity and the elasticity score was 2 points. Contrast-enhanced ultrasound (CEUS) revealed rapid uniform high enhancement with clearly defined after injection. There are some common features in ultrasound. Combined with those features can help to improve the sonographer's understanding and diagnosis of the BLs.
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Affiliation(s)
- Xiuhua Wang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Cong Liu
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Gongqun Shang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Jiajia Xiong
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Hui Zhou
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Wenjuan Tang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaojuan Qin
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
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Aybar MD, Turna O. Evaluation of Different Types of Breast Lesions With Apparent Diffusion Coefficient and Shear Wave Elastography Values: Comparison of Shear Wave Elastography and Apparent Diffusion Coefficient in Breast Lesions. JOURNAL OF DIAGNOSTIC MEDICAL SONOGRAPHY 2022. [DOI: 10.1177/87564793221091245] [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
Objective: The aim of this study was to compare the stiffness of different histological types of breast lesions by obtaining shear wave elastography (SWE) and apparent diffusion coefficient (ADC) values, and to determine the contribution of these two methods to the diagnosis. Materials and Methods: In total, 70 patients with biopsy-proven breast lesions were included in the study. The mean SWE values of breast lesions were recorded and ADC values of these lesions were calculated. Receiver operating characteristic (ROC) curve analyses and the diagnostic accuracies of SWE-ADC values were determined. Results: The mean SWE values were 45.47 ± 25.11 kPa and 3.51 ± 1.04 m/s in benign group, and 161.11 ± 219.34 kPa and 5.96 ± 1.06 m/s in malignant group, respectively. The mean ADC values were 1.38 ± 0.32 (×10–3 mm2/s) in benign group and 0.96 ± 0.22 (×10–3 mm2/s) in malignant group, respectively. When the diagnostic performances of both imaging modalities on mass stiffness are evaluated, statistically significant negative correlations were found between SWE lesion values and ADC lesion values. Conclusion: Evaluation of tissue elasticity has recently been used frequently in the diagnosis of breast diseases. SWE-ADC values, which are negatively correlated in the diagnosis of breast masses, may prove to be a powerful alternative diagnostic tool that can be used interchangeably, as appropriate.
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Affiliation(s)
- M. Devran Aybar
- Medical Imaging Techniques, Istanbul Gelişim University, Istanbul, Turkey
| | - Onder Turna
- Mehmet Akif Ersoy Training and Research Hospital Radiology Department, Istanbul, Turkey
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Park JY, Yi SY. Case reports of shear-wave elastography (SWE) features of lymphoma involving the breast. Radiol Case Rep 2021; 17:641-646. [PMID: 35027988 PMCID: PMC8715132 DOI: 10.1016/j.radcr.2021.11.073] [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: 10/21/2021] [Revised: 11/25/2021] [Accepted: 11/28/2021] [Indexed: 11/26/2022] Open
Abstract
Breast lymphoma is a rare malignancy that is often difficult to distinguish from other breast diseases. Elastography has been proven to facilitate the diagnosis of breast lesions. However, only few reports have focused on the elastographic features of breast lymphoma. Therefore, we herein present 2 cases of breast lymphomas with a focus on the elastographic findings.
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Affiliation(s)
- Ji Yeon Park
- Department of Radiology, Inje University Ilsan Paik Hospital, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Seong Yoon Yi
- Division of Hematology-Oncology, Department of Internal Medicine, Inje University Ilsan Paik Hospital, 170 Juhwa-ro, Ilsanseo-gu, Goyang-si, Gyeonggi-do, 10380, Republic of Korea
- Corresponding author.
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Ingravallo G, Maiorano E, Moschetta M, Limongelli L, Mastropasqua MG, Agazzino GF, De Ruvo V, Tarantino P, Favia G, Capodiferro S. Primary Breast Extranodal Marginal Zone Lymphoma in Primary Sjögren Syndrome: Case Presentation and Relevant Literature. J Clin Med 2020; 9:jcm9123997. [PMID: 33321727 PMCID: PMC7764276 DOI: 10.3390/jcm9123997] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Revised: 12/05/2020] [Accepted: 12/07/2020] [Indexed: 12/12/2022] Open
Abstract
The association between autoimmune diseases, mostly rheumatoid arthritis, systemic lupus erythematosus, celiac disease and Sjögren syndrome, and lymphoma, has been widely demonstrated by several epidemiologic studies. By a mechanism which has not yet been entirely elucidated, chronic activation/stimulation of the immune system, along with the administration of specific treatments, may lead to the onset of different types of lymphoma in such patients. Specifically, patients affected by Sjögren syndrome may develop lymphomas many years after the original diagnosis. Several epidemiologic, hematologic, and histological features may anticipate the progression from Sjögren syndrome into lymphoma but, to the best of our knowledge, a definite pathogenetic mechanism for such progression is still missing. In fact, while the association between Sjögren syndrome and non-Hodgkin lymphoma, mostly extranodal marginal zone lymphomas and, less often, diffuse large B-cell, is well established, many other variables, such as time of onset, gender predilection, sites of occurrence, subtype of lymphoma, and predictive factors, still remain unclear. We report on a rare case of primary breast lymphoma occurring three years after the diagnosis of Sjögren syndrome in a 57-year-old patient. The diagnostic work-up, including radiograms, core needle biopsy, and histological examination, is discussed, along with emerging data from the recent literature, thus highlighting the usefulness of breast surveillance in Sjögren syndrome patients.
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Affiliation(s)
- Giuseppe Ingravallo
- Department of Emergency and Organ Transplantation—Section of Pathology, University of Bari Aldo Moro, Piazza G. Cesare, 11, 70124 Bari, Italy; (E.M.); (M.G.M.); (G.F.A.); (P.T.)
- Correspondence:
| | - Eugenio Maiorano
- Department of Emergency and Organ Transplantation—Section of Pathology, University of Bari Aldo Moro, Piazza G. Cesare, 11, 70124 Bari, Italy; (E.M.); (M.G.M.); (G.F.A.); (P.T.)
| | - Marco Moschetta
- Department of Emergency and Organ Transplantation—Breast Unit, University of Bari Aldo Moro, Piazza G. Cesare, 11, 70124 Bari, Italy; (M.M.); (V.D.R.)
| | - Luisa Limongelli
- Department of Interdisciplinary Medicine—Section of Odontostomatology, University of Bari Aldo Moro, Piazza G. Cesare, 11, 70124 Bari, Italy; (L.L.); (G.F.); (S.C.)
| | - Mauro Giuseppe Mastropasqua
- Department of Emergency and Organ Transplantation—Section of Pathology, University of Bari Aldo Moro, Piazza G. Cesare, 11, 70124 Bari, Italy; (E.M.); (M.G.M.); (G.F.A.); (P.T.)
| | - Gisella Franca Agazzino
- Department of Emergency and Organ Transplantation—Section of Pathology, University of Bari Aldo Moro, Piazza G. Cesare, 11, 70124 Bari, Italy; (E.M.); (M.G.M.); (G.F.A.); (P.T.)
| | - Vincenzo De Ruvo
- Department of Emergency and Organ Transplantation—Breast Unit, University of Bari Aldo Moro, Piazza G. Cesare, 11, 70124 Bari, Italy; (M.M.); (V.D.R.)
| | - Paola Tarantino
- Department of Emergency and Organ Transplantation—Section of Pathology, University of Bari Aldo Moro, Piazza G. Cesare, 11, 70124 Bari, Italy; (E.M.); (M.G.M.); (G.F.A.); (P.T.)
| | - Gianfranco Favia
- Department of Interdisciplinary Medicine—Section of Odontostomatology, University of Bari Aldo Moro, Piazza G. Cesare, 11, 70124 Bari, Italy; (L.L.); (G.F.); (S.C.)
| | - Saverio Capodiferro
- Department of Interdisciplinary Medicine—Section of Odontostomatology, University of Bari Aldo Moro, Piazza G. Cesare, 11, 70124 Bari, Italy; (L.L.); (G.F.); (S.C.)
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Barr RG. Breast Elastography: How to Perform and Integrate Into a "Best-Practice" Patient Treatment Algorithm. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2020; 39:7-17. [PMID: 31617225 DOI: 10.1002/jum.15137] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 09/09/2019] [Indexed: 06/10/2023]
Abstract
Breast elastography has been available for more than 15 years but is not widely incorporated into clinical practice. Many publications report extremely high accuracy for various breast elastographic techniques. However, results in the literature are extremely variable. This variability is most likely due to variations in technique, a relatively steep learning curve, and variability in methods between vendors. This article describes our protocol for performing breast elastography using both strain elastography and shear wave elastography, which produces high sensitivity and specificity. Additionally, we will describe the most commonly known false-positive and false-negative lesions as well as how to detect them.
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Affiliation(s)
- Richard G Barr
- Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio, USA
- Southwoods Imaging, Youngstown, Ohio, USA
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Kim SJ, Kim WG. Sonographic Features of a Myeloid Sarcoma of the Breast as a Relapse of Acute Myeloid Leukemia After Stem-Cell Transplantation: A Case Report. AMERICAN JOURNAL OF CASE REPORTS 2019; 20:612-619. [PMID: 31030205 PMCID: PMC6501734 DOI: 10.12659/ajcr.915453] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Patient: Female, 24 Final Diagnosis: Myeloid sarcoma of the breast Symptoms: Breast lump Medication: — Clinical Procedure: Core needle biopsy Specialty: Radiology
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Affiliation(s)
- Suk Jung Kim
- Department of Radiology, Haeundae Paik Hospital, Inje University College of Medicine, Busan, South Korea
| | - Woo Gyeong Kim
- Department of Pathology, Haeundae Paik Hospital, Inje University College of Medicine, Busan, South Korea
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8
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Abstract
Both strain elastography and shear wave elastography have been shown to have high sensitivity and specificity for characterizing breast lesions as benign or malignant. Training is important for both strain and shear wave elastography. The unique feature of benign lesions measuring smaller on elastography than B-mode imaging and malignant lesions appearing larger on elastography is an important feature for characterization of breast masses. There are several artifacts which can contain diagnostic information or alert to technique problems. Both strain and shear wave elastography continue to have improvements and new techniques will soon be available for clinical use that may provide additional diagnostic information. This paper reviews the present state of breast elastography and discusses future techniques that are not yet in clinical practice.
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Affiliation(s)
- Richard Gary Barr
- Department of Radiology, Northeastern Ohio Medical University, Rootstown, OH, USA.,Southwoods Imaging, Youngstown, OH, USA
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Élastographie shear wave en sénologie : faux négatifs, faux positifs, comment optimiser l’examen ? IMAGERIE DE LA FEMME 2018. [DOI: 10.1016/j.femme.2018.08.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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10
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Aslan H, Pourbagher A. Breast Involvement by Hematologic Malignancies: Ultrasound and Elastography Findings with Clinical Outcomes. J Clin Imaging Sci 2017; 7:42. [PMID: 29296470 PMCID: PMC5747218 DOI: 10.4103/jcis.jcis_65_17] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Accepted: 10/22/2017] [Indexed: 12/22/2022] Open
Abstract
Objective: Hematological malignancies very rarely involve the breast. The aim of this study is to retrospectively evaluate B-mode ultrasound (US) and elastography (ES) findings of breast involvement by hematologic malignancies with clinical outcomes. Materials and Methods: All core-needle biopsy results that were performed at our tertiary breast center from January 2013 to September 2016 were searched. Our search revealed 9 patients with breast involvement either by leukemia or lymphoma. All patients were examined using B-mode US and ES. US and ES findings were analyzed with the consensus of two radiologists, and clinical outcomes were noted. Results: The mean age of the study population was 41.6 years (range, 20–83 years). Two patients showed diffuse hypoechoic parenchymal infiltration. The elasticity assessments of these lesions were soft and intermediate. The remaining 7 patients had mass lesions. The elasticity assessment of these masses according to Breast Imaging Reporting and Data System US was as follows: Soft (n = 1), intermediate (n = 4), high (n = 2). Conclusions: It is important to consider that hematologic malignancies may appear as soft or intermediate lesions on ES. Patients’ history and clinical background should help us to consider breast involvement. In addition, the clinical outcomes may not be related with elasticity assessments.
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Affiliation(s)
- Hulya Aslan
- Department of Radiology, Faculty of Medicine, Baskent University, Adana Dr. Turgut Noyan Teaching and Medical Research Center, Dadaloglu Mh, Adana, Turkey
| | - Aysin Pourbagher
- Department of Radiology, Faculty of Medicine, Baskent University, Adana Dr. Turgut Noyan Teaching and Medical Research Center, Dadaloglu Mh, Adana, Turkey
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Franco Pérez F, Lavernia J, Aguiar-Bujanda D, Miramón J, Gumá J, Álvarez R, Gómez-Codina J, Arroyo FG, Llanos M, Marin M, Alfaro J, Quero C, Delgado M, Nogales E, Menarguez F, Martinez N, Torrente M, Royuela A, Abreu D, Provencio M. Primary Breast Lymphoma: Analysis of 55 Cases of the Spanish Lymphoma Oncology Group. CLINICAL LYMPHOMA MYELOMA & LEUKEMIA 2016; 17:186-191. [PMID: 27847267 DOI: 10.1016/j.clml.2016.09.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2016] [Revised: 09/03/2016] [Accepted: 09/08/2016] [Indexed: 11/16/2022]
Abstract
INTRODUCTION Primary breast lymphoma is a rare form of localized extranodal lymphoma, which affects the mammary glands unilaterally or bilaterally, and can also affect the regional lymph nodes. MATERIALS AND METHODS We reviewed 55 patients, with disease stages IE and IIE, diagnosed in 16 Spanish institutions between 1989 and 2016. A serial of clinical variables and treatment were collected, and overall survival (OS) and progression-free survival (PFS) were calculated. RESULTS Of the 55 patients, 96.4% were women with an average age of 69 years. A total of 53 patients corresponded to non-Hodgkin lymphoma (NHL), of whom 36.3% had lymph node involvement upon diagnosis. Of the patients, 58.2% were stage IE, and 41.8% were stage IIE. Treatments received included radiotherapy (36.3%), chemotherapy (85.5%), and rituximab (in 38 of the 45 patients with NHL treated with chemotherapy). In all, 82.2% of complete responses were achieved. OS and progression-free survival at 5 years in NHL patients was 76% and 73%, respectively. CONCLUSION Current treatments (chemotherapy, immunotherapy, and radiotherapy) achieve good control of the disease, with an OS of 5 years in 80% of the patients, although there is no consensus in treatment, given the scarce incidence of these lymphomas.
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Affiliation(s)
- Fernando Franco Pérez
- Department of Medical Oncology, Hospital Universitario Puerta de Hierro, Majadahonda, Spain.
| | - Javier Lavernia
- Department of Medical Oncology, Instituto Valenciano de Oncología, Valencia, Spain
| | - David Aguiar-Bujanda
- Department of Medical Oncology, Hospital Universitario de Gran Canaria Doctor Negrín, Las Palmas de Gran Canarias, Spain
| | - José Miramón
- Department of Medical Oncology, Hospital Serranía de Ronda, Málaga, Spain
| | - Josep Gumá
- Department of Medical Oncology, Hospital Universitari Sant Joan de Reus, Reus, Spain
| | - Rut Álvarez
- Department of Medical Oncology, Hospital Universitario Virgen de la Salud, Toledo, Spain
| | - José Gómez-Codina
- Department of Medical Oncology, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | | | - Marta Llanos
- Department of Medical Oncology, Hospital Universitario de Canarias, San Cristóbal de La Laguna, Spain
| | - Miguel Marin
- Department of Medical Oncology, Hospital Clínico Universitario Virgen de la Arrixaca, Murcia, Spain
| | - Jesus Alfaro
- Department of Medical Oncology, Instituto Oncológico de Kutxa, Donistia, Spain
| | - Cristina Quero
- Department of Medical Oncology, Hospital Universitario Virgen de la Victoria, Málaga, Spain
| | - Mayte Delgado
- Department of Medical Oncology, Hospital Universitario San Cecilio, Granada, Spain
| | - Esteban Nogales
- Department of Medical Oncology, Hospital Universitario Virgen de la Macarena, Sevilla, Spain
| | - Francisco Menarguez
- Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain
| | - Natividad Martinez
- Department of Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain
| | - Maria Torrente
- Department of Medical Oncology, Hospital Universitario Puerta de Hierro, Majadahonda, Spain
| | - Ana Royuela
- Department of Biostatistics, Hospital Universitario Puerta de Hierro, Majadahonda, Spain
| | - Delvys Abreu
- Department of Medical Oncology, Hospital Universitario Insular de Gran Canaria, Las Palmas de Gran Canarias, Spain
| | - Mariano Provencio
- Department of Medical Oncology, Hospital Universitario Puerta de Hierro, Majadahonda, Spain
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