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Gomes AF, Justino D, Tomás C, Jesus D, Macedo A, Pinto E, Leitão H. Comparing the Diagnostic Performance of Ultrasound Elastography and Magnetic Resonance Imaging to Differentiate Benign and Malignant Breast Lesions: A Systematic Review and Meta-analysis. Acad Radiol 2025:S1076-6332(24)01049-3. [PMID: 39809605 DOI: 10.1016/j.acra.2024.12.061] [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: 10/30/2024] [Revised: 12/26/2024] [Accepted: 12/27/2024] [Indexed: 01/16/2025]
Abstract
OBJECTIVE The purpose of this systematic review and meta-analysis was comparing diagnostic performance of ultrasound elastography (UE), strain UE and shear wave elastography (SWE), with magnetic resonance imaging (MRI) in differentiating benign and malignant breast lesions. METHODS Literature search of MEDLINE, Web of Science, SCOPUS and Google Scholar was performed in June 2023. Included studies used Breast Imaging Reporting and Data System (BI-RADS) and histopathology as reference standard. A bivariate random-effects model was used to calculate sensitivity, specificity, diagnostic odds ratio (DOR), positive and negative likelihood ratios and area under the curve (AUC). Meta-regression subgroup analysis was performed. RESULTS Nine studies and 536 lesions were included. Pooled sensitivity was not different between MRI vs UE [MRI: 94% (95% CI: 88.2%-96.9%) vs UE: 90% (95% CI: 84.7%-93.1%); P=0.153] but a difference was found for specificity [UE: 78% (95% CI: 66.3%-86.4%) vs MRI: 71.3% (95% CI: 52.1%-85%); P=0.0065]. Strain UE showed higher specificity and similar sensitivity to SWE [strain UE: 0.85 (95% CI: 0.71-0.93) vs SWE: 0.72 (95% 0.58-0.83); P=0.017 and strain UE: 0.87 (95% CI 0.79-0.93) vs SWE: 0.91 (95% CI 0.85-0.95); P=0.311, respectively]. AUC was similar between MRI vs UE [0.91 (95% CI 0.87-0.95) vs 0.92 (95% CI 0.88-0.95); P=0.452, respectively] as was DOR [MRI: 38.083 (95% CI: 12.401-116.957) vs UE: 30.395 (95% CI: 16.572-55.75); P>0.05]. Meta-regression analysis found no significant differences in the diagnostic accuracy between MRI, strain UE and SWE. CONCLUSION Our results show that UE when compared to MRI has adequate performance in differentiating benign and malignant breast lesions.
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Affiliation(s)
- Ana Filipa Gomes
- Faculdade de Medicina e Ciências Biomédicas (FMCB), Universidade do Algarve. Campus de Gambelas, Edifício 2, 8005-139 Faro, Portugal (A.F.G., D.J., C.T., D.J., A.M., H.L.).
| | - David Justino
- Faculdade de Medicina e Ciências Biomédicas (FMCB), Universidade do Algarve. Campus de Gambelas, Edifício 2, 8005-139 Faro, Portugal (A.F.G., D.J., C.T., D.J., A.M., H.L.)
| | - Carina Tomás
- Faculdade de Medicina e Ciências Biomédicas (FMCB), Universidade do Algarve. Campus de Gambelas, Edifício 2, 8005-139 Faro, Portugal (A.F.G., D.J., C.T., D.J., A.M., H.L.)
| | - Diogo Jesus
- Faculdade de Medicina e Ciências Biomédicas (FMCB), Universidade do Algarve. Campus de Gambelas, Edifício 2, 8005-139 Faro, Portugal (A.F.G., D.J., C.T., D.J., A.M., H.L.)
| | - Ana Macedo
- Faculdade de Medicina e Ciências Biomédicas (FMCB), Universidade do Algarve. Campus de Gambelas, Edifício 2, 8005-139 Faro, Portugal (A.F.G., D.J., C.T., D.J., A.M., H.L.); Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve. Campus de Gambelas, Edifício 2, 8005-139 Faro, Portugal (A.M., E.P., H.L.)
| | - Ezequiel Pinto
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve. Campus de Gambelas, Edifício 2, 8005-139 Faro, Portugal (A.M., E.P., H.L.); Escola Superior de Saúde, Universidade do Algarve (ESSUAlg). Campus de Gambelas, Edifício 1, 8005-139 Faro, Portugal (E.P.)
| | - Helena Leitão
- Faculdade de Medicina e Ciências Biomédicas (FMCB), Universidade do Algarve. Campus de Gambelas, Edifício 2, 8005-139 Faro, Portugal (A.F.G., D.J., C.T., D.J., A.M., H.L.); Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve. Campus de Gambelas, Edifício 2, 8005-139 Faro, Portugal (A.M., E.P., H.L.)
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Kim JH, Kim SY, Cui C, Ji H, Yoen H, Cho N, Kim DH. Problem Solving MRI to Reduce False-Positive Biopsy Related to Breast US: Conductivity vs. DWI vs. Abbreviated Contrast-Enhanced MRI. J Magn Reson Imaging 2024; 59:1218-1228. [PMID: 37477575 DOI: 10.1002/jmri.28884] [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: 04/10/2023] [Revised: 06/21/2023] [Accepted: 06/21/2023] [Indexed: 07/22/2023] Open
Abstract
BACKGROUND While breast ultrasound (US) is a useful tool for diagnosing breast masses, it can entail false-positive biopsy results because of some overlapping features between benign and malignant breast masses and subjective interpretation. PURPOSE To evaluate the performance of conductivity imaging for reducing false-positive biopsy results related to breast US, as compared to diffusion-weighted imaging (DWI) and abbreviated MRI consisting of one pre- and one post-contrast T1-weighted imaging. STUDY TYPE Prospective. SUBJECTS Seventy-nine women (median age, 44 years) with 86 Breast Imaging Reporting and Data System (BI-RADS) category 4 masses as detected by breast US. FIELD STRENGTH/SEQUENCE 3-T, T2-weighted turbo spin echo sequence, DWI, and abbreviated contrast-enhanced MRI (T1-weighted gradient echo sequence). ASSESSMENT US-guided biopsy (reference standard) was obtained on the same day as MRI. The maximum and mean conductivity parameters from whole and single regions of interest (ROIs) were measured. Apparent diffusion coefficient (ADC) values were obtained from an area with the lowest signal within a lesion on the ADC map. The performance of conductivity, ADC, and abbreviated MRI for reducing false-positive biopsies was evaluated using the following criteria: lowest conductivity and highest ADC values among malignant breast lesions and BI-RADS categories 2 or 3 on abbreviated MRI. STATISTICAL TESTS One conductivity parameter with the maximum area under the curve (AUC) from receiver operating characteristics was selected. A P-value <0.05 was considered statistically significant. RESULTS US-guided biopsy revealed 65 benign lesions and 21 malignant lesions. The mean conductivity parameter of the single ROI method was selected (AUC = 0.74). Considering conductivity (≤0.10 S/m), ADC (≥1.60 × 10-3 mm2 /sec), and BI-RADS categories 2 or 3 reduced false-positive biopsies by 23% (15 of 65), 38% (25 of 65), and 43% (28 of 65), respectively, without missing malignant lesions. DATA CONCLUSION Conductivity imaging may show lower performance than DWI and abbreviated MRI in reducing unnecessary biopsies. EVIDENCE LEVEL 2 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Jun-Hyeong Kim
- Department of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea
| | - Soo-Yeon Kim
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Radiology, Seoul National College of Medicine, Seoul, Republic of Korea
- Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea
| | - Chuanjiang Cui
- Department of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea
| | - Hye Ji
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Heera Yoen
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Nariya Cho
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Radiology, Seoul National College of Medicine, Seoul, Republic of Korea
- Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea
| | - Dong-Hyun Kim
- Department of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea
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Niu RL, Li JK, Wang B, Jiang Y, Li SY, Fu NQ, Liu G, Wang ZL. Combination of Breast Ultrasound With Magnetic Resonance Imaging in the Diagnosis of Non-mass-like Breast Lesions Detected on Ultrasound: A New Integrated Strategy to Improve Diagnostic Performance. ULTRASOUND IN MEDICINE & BIOLOGY 2024; 50:105-111. [PMID: 37833192 DOI: 10.1016/j.ultrasmedbio.2023.09.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 09/08/2023] [Accepted: 09/12/2023] [Indexed: 10/15/2023]
Abstract
OBJECTIVE The aim of the work described here was to evaluate the diagnostic performance of a new integrated strategy using breast ultrasound (US) combined with magnetic resonance imaging (MRI) to differentiate benign and malignant breast non-mass-like lesions (NMLs) detected on US. METHODS From October 2017 to January 2021, 183 NMLs detected on US that had undergone MRI examinations were included in this respective study. Pathological results were used as the reference standard. The integrated diagnostic strategy of breast US combined with MRI based on a combination of MRI Breast Imaging Reporting and Data System (BI-RADS) with discriminant sonographic indicators highly associated with malignancy was established and validated in a cohort of 61 women. The diagnostic performances of US, MRI and the combined method were calculated and compared. RESULTS In the training set, the area under the receiver operating characteristic curve (AUC), sensitivity and specificity of US, MRI and the integrated diagnostic strategy using US combined with MRI for NMLs were 0.730, 93.7% and 52.3%; 0.849, 94.7% and 75.0%; and 0.901, 92.6% and 87.5%, respectively. Compared with US or MRI alone, the integrated diagnostic strategy significantly increased the AUC (p < 0.001, p = 0.007) and specificity (p < 0.001, p = 0.034) while maintaining high sensitivity (p = 0.774, p = 0.551). In the validation set, the integrated strategy of US combined with MRI (AUC = 0.899) also had good performance compared with US (AUC = 0.728) or MRI (AUC = 0.838). CONCLUSION The integrated diagnostic strategy of US combined with MRI exhibited good performance for breast NMLs compared with either modality used alone, which can improve the diagnostic specificity while maintaining high sensitivity.
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Affiliation(s)
- Rui-Lan Niu
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Jun-Kang Li
- Department of Ultrasound, Chinese People's Liberation Army 63820 Hospital, Mianyang, Sichuan, China
| | - Bo Wang
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Ying Jiang
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Shi-Yu Li
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Nai-Qin Fu
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Gang Liu
- Department of Radiology, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Zhi-Li Wang
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Beijing, China.
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Hernández L, Díaz GM, Posada C, Llano-Sierra A. Magnetic resonance imaging in diagnosis of indeterminate breast (BIRADS 3 & 4A) in a general population. Insights Imaging 2021; 12:149. [PMID: 34674056 PMCID: PMC8531154 DOI: 10.1186/s13244-021-01098-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 09/07/2021] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE Currently, mammography and ultrasonography are the most used imaging techniques for breast cancer screening. However, these examinations report many indeterminate studies with a low probability of being malignant, i.e., BIRADS 3 and 4A. This prospective study aims to evaluate the value of breast magnetic resonance imaging (MRI) to clarify the BIRADS categorization of indeterminate mammography or ultrasonography studies. METHODS MRI studies acquired prospectively from 105 patients previously classified as BIRADS 3 or 4A were analyzed independently by four radiologists with different experience levels. Interobserver agreement was determined by the first-order agreement coefficient (AC1), and divergent results were re-analyzed for consensus. The possible correlation between the MRI and the mammography/ultrasound findings was evaluated, and each study was independently classified in one of the five BIRADS categories (BIRADS 1 to 5). In lesions categorized as BIRADS 4 or 5 at MRI, histopathological diagnosis was established by image-guided biopsy; while short-term follow-up was performed in lesions rated as BIRADS 3. RESULTS Breast MRI was useful in diagnosing three invasive ductal carcinomas, upgraded from BIRADS 4A to BIRADS 5. It also allowed excluding malignancy in 86 patients (81.9%), avoiding 22 unnecessary biopsies and 64 short-term follow-ups. The MRI showed good diagnostic performance with the area under roc curve, sensitivity, specificity, PPV, and NPV of 0.995, 100%, 83.5%, 10.5%, and 100%, respectively. CONCLUSIONS MRI showed to be useful as a problem-solving tool to clarify indeterminate findings in breast cancer screening and avoiding unnecessary short-follow-ups and percutaneous biopsies.
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Affiliation(s)
- Liliana Hernández
- Grupo de Investigación del Instituto de Alta Tecnología Médica (IATM), Ayudas Diagnósticas Sura, Medellín, Colombia
| | - Gloria M Díaz
- MIRP Lab-Parque i, Instituto Tecnológico Metropolitano, Medellín, Colombia.
| | - Catalina Posada
- Grupo de Investigación del Instituto de Alta Tecnología Médica (IATM), Ayudas Diagnósticas Sura, Medellín, Colombia.,Universidad CES, Medellín, Colombia
| | - Alejandro Llano-Sierra
- Grupo de Investigación del Instituto de Alta Tecnología Médica (IATM), Ayudas Diagnósticas Sura, Medellín, Colombia.,Universidad CES, Medellín, Colombia
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