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Afrin H, Larson NB, Fatemi M, Alizad A. Deep Learning in Different Ultrasound Methods for Breast Cancer, from Diagnosis to Prognosis: Current Trends, Challenges, and an Analysis. Cancers (Basel) 2023; 15:3139. [PMID: 37370748 PMCID: PMC10296633 DOI: 10.3390/cancers15123139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 06/02/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023] Open
Abstract
Breast cancer is the second-leading cause of mortality among women around the world. Ultrasound (US) is one of the noninvasive imaging modalities used to diagnose breast lesions and monitor the prognosis of cancer patients. It has the highest sensitivity for diagnosing breast masses, but it shows increased false negativity due to its high operator dependency. Underserved areas do not have sufficient US expertise to diagnose breast lesions, resulting in delayed management of breast lesions. Deep learning neural networks may have the potential to facilitate early decision-making by physicians by rapidly yet accurately diagnosing and monitoring their prognosis. This article reviews the recent research trends on neural networks for breast mass ultrasound, including and beyond diagnosis. We discussed original research recently conducted to analyze which modes of ultrasound and which models have been used for which purposes, and where they show the best performance. Our analysis reveals that lesion classification showed the highest performance compared to those used for other purposes. We also found that fewer studies were performed for prognosis than diagnosis. We also discussed the limitations and future directions of ongoing research on neural networks for breast ultrasound.
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Affiliation(s)
- Humayra Afrin
- Department of Physiology and Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA
| | - Nicholas B. Larson
- Department of Quantitative Health Sciences, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA
| | - Mostafa Fatemi
- Department of Physiology and Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA
| | - Azra Alizad
- Department of Physiology and Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA
- Department of Radiology, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA
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Astvatsaturyan K, Ramazyan A, Bose S. Is ultrasound-guided fine needle aspiration biopsy of axillary lymph nodes a viable alternative to sentinel lymph node biopsy? Diagn Cytopathol 2021; 49:1099-1109. [PMID: 34264025 DOI: 10.1002/dc.24824] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 03/31/2021] [Accepted: 06/29/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Axillary lymph node (ALN) ultrasound-guided fine needle aspiration biopsy (US-FNAB), a minimally invasive procedure, may be used for the preoperative evaluation of ALN status of breast cancer patients. Despite the relative ease of use and low cost, paucity of comparative studies and variation in the reported sensitivity of FNAB preclude its clinical utility in evaluation of ALNs. This study aims to determine the accuracy of US-FNAB in detecting metastasis in ALN pre-operatively and to assess US-FNAB as a viable alternative to sentinel lymph node (SLN) excision. METHODS The 228 consecutive ALN US-FNABs with subsequent histologic follow up performed from 2005 to 2020 in patients with breast carcinoma were retrospectively evaluated. FNAB results were correlated with histologic diagnosis. Sensitivity, specificity, accuracy, and risk of malignancy of FNAB were calculated. RESULTS 157/228 (69%) FNABs were concordant with histology, 37/228 (16%) discordant. Positive FNAB findings correlated with primary tumor size, grade, number of metastatic lymph nodes and size of metastases. FNAB with negative diagnosis carried a 22% risk of malignancy, atypical 43%, suspicious 80%, and positive a 100% risk of malignancy (100% positive predictive value [PPV]). The sensitivity and specificity were 78% and 95% respectively; accuracy was 77%. SLN biopsy was avoided in all 82 (36%) cases with positive FNAB results. CONCLUSION Negative FNAB result does not exclude metastatic carcinoma. With 100% PPV, full ALN dissection and/or neoadjuvant chemotherapy can be safely planned after a positive FNAB result, avoiding SLN biopsy, reducing management costs and shortening time interval to definitive therapy.
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Affiliation(s)
- Kristine Astvatsaturyan
- Department of Pathology and Laboratory Medicine, Cedars Sinai Medical Center, Los Angeles, California, USA
| | - Arsen Ramazyan
- The University of California, Los Angeles, California, USA
| | - Shikha Bose
- Department of Pathology and Laboratory Medicine, Cedars Sinai Medical Center, Los Angeles, California, USA
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Image-guided lymph node fine-needle aspiration: the Johns Hopkins Hospital experience. J Am Soc Cytopathol 2021; 10:543-557. [PMID: 34088642 DOI: 10.1016/j.jasc.2021.04.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 04/24/2021] [Accepted: 04/26/2021] [Indexed: 12/16/2022]
Abstract
INTRODUCTION Although the diagnostic utility of lymph node fine-needle aspiration (FNA) is well established in the evaluation of metastatic malignancy, its value in the diagnosis of lymphoma is more controversial; yet, there is a growing trend among practitioners towards less-invasive procedures such as FNA and core needle biopsy (CNB). The guidelines recently published by the American Society for Clinical Pathology/College of American Pathology (CAP) regarding the workup of lymphoma include recommendations on the value and limitations of FNA. MATERIALS AND METHODS We reviewed 1237 image-guided lymph node aspirates from 695 procedures (410 nodes from 360 ultrasound [US]-guided cases, 799 from 309 endobronchial ultrasound [EBUS], 25 from 23 endoscopic ultrasound [EUS], and 3 from 3 computed tomography [CT]). RESULTS The majority (40 of 46, 87%) of lymph nodes suspected of lymphomatous involvement were aspirated under ultrasound. Core needle biopsy [CNB] was obtained for 41 (89%) lymph nodes, including all 40 US specimens. Flow cytometry (FC) was performed on 37 (80%) aspirates; aspirates without FC were from patients who had a history of Hodgkin lymphoma, or showed granulomata or non-hematologic malignancy onsite. Thirty-one (67%) lymph nodes were sent for review by hematopathology. Forty-two (91%) lymph node FNA/CNB yielded actionable diagnoses. Seventeen of 241(7%) cases aspirated for other indications (14 US, 3 EBUS) were involved by a lymphoproliferative process. All were reviewed by hematopathology. All 14 US cases had FC and CNB. CONCLUSION Our institutional approach towards lymph node cytopathology for lymphoma workup appears to be in accordance with the new CAP guidelines, and demonstrates a potential triage and workflow model for lymph node FNA specimens that allows for accurate diagnosis in cases where lymphoma is a consideration.
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Hunter-Squires J, Giuliano AE. Biopsy of abnormal intramammary and axillary lymph nodes in patients without breast cancer. Breast J 2018; 24:867-868. [PMID: 30444056 DOI: 10.1111/tbj.13118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Accepted: 08/24/2018] [Indexed: 11/26/2022]
Affiliation(s)
| | - Armando E Giuliano
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California
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Bruzzone M, Saro F, Bruno S, Celiento T, Mazzarella G, Lanata S, Aquilano MC, Parmigiani G, Pollone M, Gandolfo F, Costigliolo G, Sironi M. Synergy of cytological methods in the pathological staging of breast cancer: Axillary fine-needle aspiration and intraoperative scrape cytology of the sentinel lymph node. Diagn Cytopathol 2018; 46:919-926. [PMID: 30353679 DOI: 10.1002/dc.23995] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2018] [Revised: 04/12/2018] [Accepted: 06/01/2018] [Indexed: 02/05/2023]
Abstract
BACKGROUND Sentinel lymph node biopsy (SLNB) has become the standard in breast cancer staging, but it is costly and time-consuming. Fine-needle aspiration cytology (FNAC) under ultrasonographic guidance identifies patients who need axillary lymph-node dissection (ALND), thus reducing costs. As an alternative to frozen sections (FS), intraoperative scrape cytology (ISC) for SLNB is an inexpensive, rapid, accurate and safe technique. We evaluated the synergy of FNAC and SLNB in determining the axillary burden and the performance of the ISC method. METHODS Over a nine-year period, 894 breast cancer patients were analyzed. Of these, 439 patients with echographic suspicious nodes underwent preoperative FNAC; negative axillary ultrasounds or FNACs resulted in 606 intraoperative SLNB, performed using the ISC technique. The results were compared with histological diagnosis, and sensitivity, specificity, predictive values and accuracy were calculated. RESULTS Of the 439 FNACs, 121 were positive and underwent immediate ALND, and 242 negative patients underwent intraoperative SLNB (69% sensitivity, 99% specificity). Positive cases often had multiple nodal involvement (55% pN2-3). Of the 606 SLNB-ISC smears, 510 were true negative; 65 true positives allowed for one-step ALND (71% sensitivity, 99% specificity). CONCLUSION Preoperative positive axillary FNAC predicts a higher disease burden and determines the avoidance of SLNB for patients eligible for immediate ALND. ISC instead of FS is a safe and sensitive technique to identify metastases, indicating completion of ALND. PARTIALLY PRESENTED AT Joint International Oncology (sentinel node & cancer metastasis) Congress, May 27-29, 2013, San Francisco, California, USA 18 ° International Congress of Cytology (ICC 2013-1161), May 26-30, 2013, Paris, France Convegno Nazionale GISMa - Finalborgo (Savona), Italy,19-20 maggio 2016.
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Affiliation(s)
- Martina Bruzzone
- Department of Pathology, S. Antonio e Biagio Hospital, Alessandria (AL), Italy
| | - Francesca Saro
- Department of Pathology, ASL4 Chiavarese General Hospital, Chiavari (GE), Italy
| | - Sara Bruno
- Department of Pathology, ASL1 General Hospital, Sanremo (IM), Italy
| | - Tiziana Celiento
- Department of Pathology, ASL4 Chiavarese General Hospital, Chiavari (GE), Italy
| | - Giovanna Mazzarella
- Department of Pathology, ASL4 Chiavarese General Hospital, Chiavari (GE), Italy
| | - Sergio Lanata
- Department of Pathology, ASL4 Chiavarese General Hospital, Chiavari (GE), Italy
| | - Maria Costanza Aquilano
- Department of Pathology and Cytogenetics, ASST Grande Ospedale Metropolitano Niguarda, Milano (MI), Italy
| | | | - Massimo Pollone
- Department of Radiology, ASL4 Chiavarese General Hospital, Chiavari (GE), Italy
| | - Fabrizio Gandolfo
- Department of Radiology, ASL4 Chiavarese General Hospital, Chiavari (GE), Italy
| | | | - Maria Sironi
- Department of Pathology, ASL4 Chiavarese General Hospital, Chiavari (GE), Italy
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Hu X, Zhou X, Yang H, Wei W, Jiang Y, Liu J. Axillary ultrasound and fine needle aspiration biopsy in the preoperative diagnosis of axillary metastases in early-stage breast cancer. Oncol Lett 2018; 15:8477-8483. [PMID: 29805585 PMCID: PMC5958674 DOI: 10.3892/ol.2018.8445] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2017] [Accepted: 02/13/2018] [Indexed: 02/05/2023] Open
Abstract
The efficacy of axillary lymph node dissection (ALND) following sentinel lymph node biopsy (SLNB) has been questioned. The present study was performed to determine the sensitivity, specificity and accuracy of axillary ultrasound (US) and fine needle aspiration biopsy (FNAB) in the diagnosis of axillary metastases in patients with early breast cancer. A total of 214 patients with stage I and II breast cancer between June 2015 and January 2017 were included. All of the patients received axillary US as a primary investigation for lymph node status. US-guided FNAB was performed on suspicious lymph nodes. Those with non-suspicious and FNAB-negative axillary nodes proceeded to SLNB at the time of primary breast surgery. ALND was performed when the result of the US-guided FNAB was positive. The results of US and cytology were compared to histopathological results to determine their sensitivity, specificity, positive and negative predictive value and accuracy. A total of 76 out of 214 patients (35.5%) had axillary lymph node metastases at final histology. The sensitivity and specificity of axillary US alone were 59.2% (45/76) and 78.3% (108/138), respectively. Axillary US with FNAB identified 32 patients with positive lymph node metastases, and increased the sensitivity and specificity to 71.1% (32/45) and 100.0% (30/30). Combined with FNAB, the positive and negative predictive values were 100.0% (32/32) and 69.8% (30/43), respectively. Axillary US-alone or combined US/FNAB had a high accuracy rate and a satisfactory result as they cost less and it is easy to assess the status of axillary lymph nodes. Thus, axillary US with FNAB may avoid unnecessary SLNB in a significant number of patients.
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Affiliation(s)
- Xin Hu
- Department of Breast Surgery, The Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Xiao Zhou
- Department of Breast Surgery, The Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Huawei Yang
- Department of Breast Surgery, The Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Wei Wei
- Department of Breast Surgery, The Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Yi Jiang
- Department of Breast Surgery, The Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Jianlun Liu
- Department of Breast Surgery, The Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
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Dialani V, Westra C, Venkataraman S, Fein-Zachary V, Brook A, Mehta T. Indications for biopsy of imaging-detected intramammary and axillary lymph nodes in the absence of concurrent breast cancer. Breast J 2018. [PMID: 29517168 DOI: 10.1111/tbj.13009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
To evaluate the prevalence of malignancy in imaging-detected abnormal lymph nodes (LNs) in women without concurrent cancer and to identify imaging features predictive of malignancy in this population. This is an IRB-approved study with waived informed consent. We retrospectively reviewed medical records of all image-guided LN FNAs and CNBs performed at our institution from 1/1/08 through 12/31/10. LNs sampled in patients without concurrent breast cancer comprised our study group (SG; n = 77), and with concurrent breast cancer our reference group (RG; n = 124). Blinded to cytology/histology, imaging features of the LNs including size, loss of fatty hilum, and cortical thickness were reviewed. A low/high suspicion category was then assigned based on LN appearance. The prevalence of malignancy in LNs in SG was 6% (5/77) and in RG 52% (64/124; P < .0001). Complete loss of fatty hilum had 100% (5/5) sensitivity, and 100% (56/56) NPV for detecting cancer in SG, compared to 39% (25/64) sensitivity and 61% (60/99) NPV in RG. When a "high suspicion" imaging feature was used as a threshold to biopsy, the sensitivity (5/5) and NPV (45/45) in SG were 100%, and in RG 78% (50/64) and 77% (47/61), respectively. The prevalence of cancer in imaging-detected abnormal LNs in patients without concurrent breast cancer is low. In the absence of concurrent cancer, using highly suspicious features of loss of fatty hilum or cortical thickness ≥ 5 mm as a threshold to biopsy will maintain high sensitivity with lower false-positive biopsy rate.
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Affiliation(s)
| | | | | | | | | | - Tejas Mehta
- Beth Israel Deaconess Medical Center, Boston, MA, USA
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8
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Vijayaraghavan GR, Vedantham S, Kataoka M, DeBenedectis C, Quinlan RM. The Relevance of Ultrasound Imaging of Suspicious Axillary Lymph Nodes and Fine-needle Aspiration Biopsy in the Post-ACOSOG Z11 Era in Early Breast Cancer. Acad Radiol 2017; 24:308-315. [PMID: 27916595 DOI: 10.1016/j.acra.2016.10.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Revised: 10/05/2016] [Accepted: 10/06/2016] [Indexed: 02/05/2023]
Abstract
RATIONALE AND OBJECTIVES Evaluation of nodal involvement in early-stage breast cancers (T1 or T2) changed following the Z11 trial; however, not all patients meet the Z11 inclusion criteria. Hence, the relevance of ultrasound imaging of the axilla and fine-needle aspiration biopsy (FNA) in early-stage breast cancers was investigated. MATERIALS AND METHODS In this single-center, retrospective study, 758 subjects had pathology-verified breast cancer diagnosis over a 3-year period, of which 128 subjects with T1 or T2 breast tumors had abnormal axillary lymph nodes on ultrasound, had FNA, and proceeded to axillary surgery. Ultrasound images were reviewed and analyzed using multivariable logistic regression to identify the features predictive of positive FNA. Accuracy of FNA was quantified as the area under the receiver operating characteristic curve with axillary surgery as reference standard. RESULTS Of 128 subjects, 61 were positive on FNA and 65 were positive on axillary surgery. Sensitivity, specificity, positive predictive value, and negative predictive value of FNA were 52 of 65 (80%), 54 of 63 (85.7%), 52 of 61(85.2%), and 54 of 67 (80.5%), respectively. After adjusting for neoadjuvant chemotherapy between FNA and surgery, a positive FNA was associated with higher likelihood for positive axillary surgery (odds ratio: 22.7; 95% confidence interval [CI]: 7.2-71.3, P < .0001), and the accuracy of FNA was 0.801 (95% CI: 0.727-0.876). Among ultrasound imaging features, cortical thickness and abnormal hilum were predictive (P < .017) of positive FNA with accuracy of 0.817 (95% CI: 0.741-0.893). CONCLUSIONS Ultrasound imaging and FNA can play an important role in the management of early breast cancers even in the post-Z11 era. Higher weightage can be accorded to cortical thickness and hilum during ultrasound evaluation.
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Affiliation(s)
| | | | - Milliam Kataoka
- University of Massachusetts Medical School, 55 Lake Ave N, Worcester, MA 01655
| | | | - Robert M Quinlan
- University of Massachusetts Medical School, 55 Lake Ave N, Worcester, MA 01655
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Akıncı M, Bulut SP, Erözgen F, Gürbüzel M, Gülşen G, Kocakuşak A, Gülen M, Kaplan R. Predictive value of fine needle aspiration biopsy of axillary lymph nodes in preoperative breast cancer staging. ULUSAL CERRAHI DERGISI 2016; 32:191-6. [PMID: 27528822 DOI: 10.5152/ucd.2015.2913] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 03/28/2015] [Indexed: 02/05/2023]
Abstract
OBJECTIVE Diagnosis of axillary nodal involvement is significant in the management of breast cancer as well as in predicting prognosis. In this prospective study, we evaluated the efficiency of US-guided fine needle aspiration biopsy (FNAB) in preoperative axillary staging of early breast cancer. MATERIAL AND METHODS Between January 2011 and July 2013, 46 women were prospectively enrolled in the study. Ultrasound guided-FNABs for axillary assessment were performed preoperatively. Cytology results were compared with histopathology reports to determine its sensitivity, specificity, negative and positive predictive value and accuracy. RESULTS Nineteen cases that had malignant cytology on FNAB also had axillary involvement in axillary lymph node dissection (ALND) without any false-positive results. The sensitivity and specificity of US-guided FNAB were 63.3% and 100%, respectively. US-guided FNAB was accurate in predicting the status of the axilla in 76.1% of patients. CONCLUSION Although this technique is favorable due to its minimally invasive nature, it is not as effective as sentinel lymph node biopsy (SLNB) in terms of detecting axillary metastasis preoperatively. The low sensitivity and low accuracy rates decrease the usefulness of the technique. Therefore, it seems that US-guided FNAB alone could not replace SLNB. Nevertheless, combining some other molecular studies may be useful in increasing the technique's sensitivity. These issues should be determined by comprehensive clinical trials.
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Affiliation(s)
- Muzaffer Akıncı
- Clinic of General Surgery, Haseki Training and Research Hospital, İstanbul, Turkey
| | - Serap Pamak Bulut
- Clinic of General Surgery, Haseki Training and Research Hospital, İstanbul, Turkey
| | - Fazilet Erözgen
- Clinic of General Surgery, Haseki Training and Research Hospital, İstanbul, Turkey
| | - Mihriban Gürbüzel
- Clinic of Pathology, Haseki Training and Research Hospital, İstanbul, Turkey
| | - Gökçe Gülşen
- Clinic of Radiology, Haseki Training and Research Hospital, İstanbul, Turkey
| | - Ahmet Kocakuşak
- Clinic of General Surgery, Haseki Training and Research Hospital, İstanbul, Turkey
| | - Mehmet Gülen
- Clinic of General Surgery, Haseki Training and Research Hospital, İstanbul, Turkey
| | - Rafet Kaplan
- Clinic of General Surgery, Haseki Training and Research Hospital, İstanbul, Turkey
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Ewing DE, Layfield LJ, Joshi CL, Travis MD. Determinants of False-Negative Fine-Needle Aspirates of Axillary Lymph Nodes in Women with Breast Cancer: Lymph Node Size, Cortical Thickness and Hilar Fat Retention. Acta Cytol 2015; 59:311-4. [PMID: 26422248 DOI: 10.1159/000440797] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Accepted: 08/31/2015] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Ultrasound-guided fine-needle aspiration (UG-FNA) is utilized to sample axillary lymph nodes in breast cancer patients. Diagnostic sensitivity is good but few data exist regarding the causes of false-negative results. STUDY DESIGN Fifty-four UG-FNAs of sentinel lymph nodes with histologic follow-up were identified. Gross and radiographic lymph node size, the percentage replaced by carcinoma and the cortical thickness were correlated with false-negative rates. RESULTS Thirty-seven aspirates were negative, 5 of these being false-negative (9%). True-positive lymph nodes averaged 1.3 cm in dimension while false-negatives averaged 0.92 cm. Percentage involvement by carcinoma for true-positive FNAs averaged 69% while false-negatives averaged 25%. Cortical thickness averaged 5.6 mm in true-positive FNAs but 2.9 mm in false-negatives. CONCLUSION A relationship exists between lymph node size and the likelihood of a false-negative FNA. Lymph nodes <1.2 cm have a higher incidence of false-negative results. Lymph nodes with <30% involvement demonstrated a higher percentage of false-negatives than those with >30% replacement. Sentinel lymph nodes <1 cm appear to be relatively poor candidates for UG-FNA. Lymph nodes with a cortical thickness <3.5 mm are more often associated with a false-negative result than nodes with a thicker cortex.
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Affiliation(s)
- D Eric Ewing
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, Mo., USA
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Houssami N, Turner RM. Staging the axilla in women with breast cancer: the utility of preoperative ultrasound-guided needle biopsy. Cancer Biol Med 2014; 11:69-77. [PMID: 25009748 PMCID: PMC4069800 DOI: 10.7497/j.issn.2095-3941.2014.02.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2014] [Accepted: 03/26/2014] [Indexed: 02/05/2023] Open
Abstract
Preoperative staging of the axilla in women with invasive breast cancer using ultrasound-guided needle biopsy (UNB) identifies approximately 50% of patients with axillary nodal metastases prior to surgical intervention. Although moderately sensitive, it is a highly specific staging strategy that is rarely falsely-positive, hence a positive UNB allows patients to be triaged to axillary lymph-node dissection (ALND) avoiding potentially unnecessary sentinel node biopsy (SNB). In this review, we extend our previous work through an updated literature search, focusing on studies that report data on UNB utility. Based on data for 10,934 breast cancer patients, sourced from 35 studies, a positive UNB allowed triage of 1,745 cases (simple proportion 16%) to axillary surgical treatment: the utility of UNB was a median 19.8% [interquartile range (IQR) 11.6%-26.7%] across these studies. We also modelled data from a subgroup of studies, and estimated that amongst patients with metastases to axillary nodes, the odds ratio (OR) for high nodal disease burden for a positive UNB versus a negative UNB was 4.38 [95% confidence interval (95% CI): 3.13, 6.13], P<0.001. From this model, the estimated proportion with high nodal disease burden was 58.9% (95% CI: 50.2%, 67.0%) for a positive UNB, whereas the estimated proportion with high nodal disease burden was 24.6% (95% CI: 17.7%, 33.2%) if UNB was negative. Overall, axillary UNB has good clinical utility and a positive UNB can effectively triage to ALND. However, the evolving landscape of axillary surgical treatment means that UNB will have relatively less utility where surgeons have modified their practice to omission of ALND for minimal nodal metastatic disease.
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Affiliation(s)
- Nehmat Houssami
- Screening and Test Evaluation Program (STEP), School of Public Health, Sydney Medical School, University of Sydney, Sydney 2006, Australia
| | - Robin M Turner
- Screening and Test Evaluation Program (STEP), School of Public Health, Sydney Medical School, University of Sydney, Sydney 2006, Australia
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Abedi-Ardekani B, Vielh P. Is liquid-based cytology the magic bullet for performing molecular techniques? Acta Cytol 2014; 58:574-81. [PMID: 25277086 DOI: 10.1159/000366260] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2014] [Accepted: 07/31/2014] [Indexed: 12/20/2022]
Abstract
OBJECTIVE The role of pathology has evolved from the first microscopic definitions of diseases by Virchow to the new concept of molecular cytopathology. The management of diseases is now a multidisciplinary approach with the translation of morphological, imagery and molecular findings to therapeutic protocols. Obtaining the most reliable diagnostic material is the essential part of the medical management of patients. STUDY DESIGN Here, we try to gain a concise insight into the available data regarding the role of cytology in the application of molecular techniques, focusing on cancer cytopathology. RESULTS Obtaining cytological material is now feasible by different methods, and in some cases it is the only possible approach to a lesion which is not easily accessible for tissue sampling. The methods of obtaining cytological material have evolved in recent years in parallel with rapid advances in high-throughput molecular techniques, opening new windows for the diagnosis and management of diseases. CONCLUSIONS Different kinds of cytological material are reliable for the application of molecular techniques. Cytological material obtained in a liquid base has advantages such as the better preservation of cytomorphological features and the use of the remaining liquid for nucleic acid extraction even after long storage and the application of molecular methods.
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Affiliation(s)
- Behnoush Abedi-Ardekani
- Translational Research Laboratory, Personalized Medicine, Gustave Roussy Cancer Campus, Villejuif, France
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13
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Gilani SM, Fathallah L, Al-Khafaji BM. Preoperative fine needle aspiration of axillary lymph nodes in breast cancer: clinical utility, diagnostic accuracy and potential pitfalls. Acta Cytol 2014; 58:248-54. [PMID: 24923670 DOI: 10.1159/000362682] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Accepted: 04/04/2014] [Indexed: 02/05/2023]
Abstract
OBJECTIVE This study evaluates the diagnostic accuracy of axillary lymph node fine needle aspiration (FNA) cytology in breast cancer and correlates it with clinical parameters/outcomes. STUDY DESIGN A total of 91 females underwent FNA of axillary lymph nodes at our institution from January 2007 to February 2013. The cases were classified as 'positive', 'negative for malignancy' and 'nondiagnostic'. RESULTS Forty-six cases (50.5%) had a histologic follow-up (4.4 ± 3.1 months); of these, 22 (47.8%) were true positive, 7 (15.2%) were true negative, 2 (4.3%) were false negative, 5 (11%) were false positive and 10 (21.7%) were nondiagnostic. However, cytological review of all false positive and false negative cases confirmed the presence or absence of tumor, respectively. All false positive cases had undergone preoperative neoadjuvant chemotherapy, with no residual tumor present, and a treatment effect identified only histologically. Meanwhile, the 2 false negative cases involved micrometastasis (≤ 1.5 mm). Thus, if we exclude these false positive cases (complete responders), then the sensitivity, specificity, positive predictive value and negative predictive value were 91.7, 100, 100 and 77.8%, respectively. All preoperative FNA-positive axillary lymph nodes were spared from sentinel lymph node biopsy except for 3 of 27 (11.1%). CONCLUSION We suggest that axillary lymph node FNA is a highly sensitive technique with a low false negative rate (4.3%) and a diagnostic accuracy of 93.5%.
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Affiliation(s)
- Syed M Gilani
- Department of Pathology, St. John Hospital and Medical Center, Detroit, Mich., USA
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Fung AD, Collins JA, Campassi C, Ioffe OB, Staats PN. Performance characteristics of ultrasound-guided fine-needle aspiration of axillary lymph nodes for metastatic breast cancer employing rapid on-site evaluation of adequacy: analysis of 136 cases and review of the literature. Cancer Cytopathol 2013; 122:282-91. [PMID: 24353146 DOI: 10.1002/cncy.21384] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2013] [Revised: 10/31/2013] [Accepted: 11/04/2013] [Indexed: 01/27/2023]
Abstract
BACKGROUND It has been demonstrated that axillary ultrasound-guided fine-needle aspiration (US-FNA) has excellent positive predictive value for the axillary lymph node status of patients with breast cancer before surgery or neoadjuvant therapy and, thus, can obviate the need for sentinel lymph node biopsy in FNA-positive patients. However, US-FNA has only moderate sensitivity, in part because of the collection of nondiagnostic or equivocal specimens. Rapid on-site evaluation for adequacy (ROSE) can improve definitive diagnosis rates but has not been well characterized in this setting. METHODS One hundred thirty-three patients with breast carcinoma were identified who underwent 136 US-FNAs of axillary lymph nodes, all with ROSE, and the results were correlated with the diagnosis on a subsequent surgical procedure. RESULTS The adequacy rate was 95.6% (130 of 136 FNAs), and a definitive diagnosis was made in 91.2% (124 of 136 FNAs). Among definite diagnoses, sensitivity was 75%, specificity was 100%, the positive predictive value was 100%, and the negative predictive value was 79%. Sources of false-negative and potential false-positive diagnoses were evaluated among these cases and in the literature. CONCLUSIONS Small metastasis size is the most common cause of false-negative results, whereas interpretation errors by pathologists are quite rare. ROSE appears to improve adequacy and definitive diagnosis rates and, thus, can more accurately triage patients to appropriate care.
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Affiliation(s)
- Adele D Fung
- Department of Pathology, University of Maryland School of Medicine and University of Maryland Medical Center, Baltimore, Maryland
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15
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Cheng YS, Kuo SJ, Chen DR. Sparing sentinel node biopsy through axillary lymph node fine needle aspiration in primary breast cancers. World J Surg Oncol 2013; 11:296. [PMID: 24256557 PMCID: PMC3842650 DOI: 10.1186/1477-7819-11-296] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2013] [Accepted: 11/09/2013] [Indexed: 11/14/2022] Open
Abstract
Background Axillary lymph node status is an important staging and prognostic factor in breast cancer. This study aimed to evaluate the efficacy of axilla fine needle aspiration cytology (FNAC) in primary breast cancer without a palpable node and even without image characteristics of a metastatic node. Methods From June 2008 to January 2012, 77 patients met the inclusion criteria of having received a FNAC procedure during the diagnostic protocol of primary breast cancer with the characteristic of impalpable axilla nodes, and of having received axillary surgery after that, according to the guidelines. The patients’ characteristics, clinical-pathological features, pre-operative axillary lymph node FNAC findings, surgical lymph node report, and definite pathologic staging were reviewed. Results The FNAC procedures had a reported sensitivity of 58.82%, specificity of 100%, positive predictive value of 100%, negative predictive value of 72.55%, and accuracy of 80.28%. There were no false positives on FNAC; therefore, the positive likelihood ratio approached infinity. The negative likelihood ratio was 41.18%. Axillary lymph node FNAC is feasible in newly diagnosed breast cancer patients to evaluate metastatic lymph nodes even in those without clinical or ultrasonic evidence of lymphadenopathy. Conclusions FNAC can be a routine evaluation for most primary breast cancer patients with benefits in expediting treatment. For those patients with positive findings of the axilla, sentinel node biopsy can be avoided.
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Affiliation(s)
| | | | - Dar-Ren Chen
- Department of Surgery, Changhua Christian Hospital, 135 Nanhsiao Street, Changhua 50006, Taiwan.
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Chang MC, Escallon JM, Colgan TJ. Prognostic significance of a positive axillary lymph node fine-needle aspirate in patients with invasive breast carcinoma. Cancer Cytopathol 2013; 122:138-44. [PMID: 24106096 DOI: 10.1002/cncy.21354] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2013] [Revised: 08/13/2013] [Accepted: 08/15/2013] [Indexed: 02/05/2023]
Abstract
BACKGROUND Image-guided axillary lymph node fine-needle aspirates (FNAs) correlate well with pathologic lymph node staging in cases of invasive breast carcinoma. The objective of this study was to determine the prognostic significance of a positive lymph node. METHODS Consecutive cases of nonmetastatic (M0) invasive breast carcinoma evaluated by image-guided FNA were identified (4-year period, median follow-up of 51 months). "Positive" and "nonpositive" groups were compared using Kaplan-Meier survival analysis. Multivariate Cox regression was used to correct for clinicopathologic and treatment factors. A total of 142 cases was included, 70 with positive axillary FNA and 72 with a nonpositive result. RESULTS FNA-positive and nonpositive cases did not differ in patient age, tumor subtype, or hormone receptor status. Positive FNA was significantly associated with advanced T and N pathologic stage, and with HER2 (human epidermal growth factor receptor 2) positivity. FNA-positive patients were more likely to undergo mastectomy and to receive chemotherapy. Kaplan-Meier analysis showed that positive FNA is associated with poor prognosis, both with respect to disease-free survival (89% nonpositive versus 73% positive at 5 years, P < .001) and overall survival (94% versus 81%, respectively, at 5 years, P = .01). Multivariate analysis showed that when correcting for other variables, FNA positivity was not independently significant. CONCLUSIONS Positive axillary lymph node FNA is associated with poor prognosis on univariate analysis. By contrast, overall nodal staging is independently significant on multivariate analysis. The prognostic significance of axillary FNA likely results from its ability to predict for nodal status. Axillary FNA has utility as a preoperative staging procedure.
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Affiliation(s)
- Martin C Chang
- Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
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Fine-needle aspiration cytology can play a role in neoadjuvant chemotherapy in operable breast cancer. ISRN ONCOLOGY 2013; 2013:935796. [PMID: 23936675 PMCID: PMC3725715 DOI: 10.1155/2013/935796] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2013] [Accepted: 06/18/2013] [Indexed: 12/19/2022]
Abstract
Despite the fact that CNB has been progressively replaced by FNAC in the investigation of nonpalpable lesions or microcalcifications without a clinical or radiological mass lesion, FNAC has yet a role in palpable lesions provided it is associated with the triple diagnosis and experienced cytologist. In these conditions, FNAC is a safe, effective, economical, and accurate technique for breast cancer evaluation. Numerous literature reviews and meta-analyses illustrated the advantages and disadvantages of both methods CNB and FNAC. The difference does not seem significant when noninformative and unsatisfactory FNAC was excluded. Recently, cytological methods using liquid-based cytology (LBC) technology improve immunocytological and molecular tests with the same efficiency as classical immunohistochemistry.
The indications of FNAC were, for palpable lesions, relative contraindication of CNB (elderly or frailty), staging of multiple nodules in conjunction or not with CNB, staging of lymph node status, newly appearing lesion in patient under neoadjuvant treatment, decreasing of anxiety with a rapid diagnosis, evaluation of biomarkers and new biomarkers, and chronological evaluation of biomarker following the neoadjuvant therapy response.
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Abstract
Context.—Cytology relies heavily on morphology to make diagnoses, and morphologic criteria have not changed much in recent years. The field is being shaped predominantly by new techniques for imaging and for acquiring and processing samples, advances in molecular diagnosis and therapeutics, and regulatory issues.
Objective.—To review the importance of classical morphology in the future of cytopathology, to identify areas in which cytology is expanding or contracting in its scope, and to identify factors that are shaping the field.
Data Sources.—Literature review.
Conclusions.—Five stories paint a picture in which classical cytomorphology will continue to have essential importance, both for diagnosis and for improving our understanding of cancer biology. New endoscopy and imaging techniques are replacing surgical biopsies with cytology samples. New molecularly targeted therapies offer a chance for cytology to play a major role, but they pose new challenges. New molecular tests have the potential to synergize with, but not replace, morphologic interpretation of thyroid fine-needle aspirations. Ultrasound-guided fine-needle aspiration performed by cytopathologists is opening a new field of “interventional cytopathology” with unique value. For the productive evolution of the field, it will be important for cytopathologists to play an active role in clinical trials that document the ability of cytology to achieve cost-effective health care outcomes.
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Affiliation(s)
- Andrew H. Fischer
- From the Department of Pathology, University of Massachusetts Medical Center, Worcester, Massachusetts (Dr Fischer); the Department of Cytopathology, DCL Medical Laboratories, Inc, Indianapolis, Indiana (Dr Benedict); and the Department of Pathology and Genomic Medicine, The Methodist Hospital, Houston, Texas (Dr Amrikachi)
| | - Cynthia C. Benedict
- From the Department of Pathology, University of Massachusetts Medical Center, Worcester, Massachusetts (Dr Fischer); the Department of Cytopathology, DCL Medical Laboratories, Inc, Indianapolis, Indiana (Dr Benedict); and the Department of Pathology and Genomic Medicine, The Methodist Hospital, Houston, Texas (Dr Amrikachi)
| | - Mojgan Amrikachi
- From the Department of Pathology, University of Massachusetts Medical Center, Worcester, Massachusetts (Dr Fischer); the Department of Cytopathology, DCL Medical Laboratories, Inc, Indianapolis, Indiana (Dr Benedict); and the Department of Pathology and Genomic Medicine, The Methodist Hospital, Houston, Texas (Dr Amrikachi)
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Khurana KK, Kovalovsky A, Masrani D. Feasibility of telecytopathology for rapid preliminary diagnosis of ultrasound-guided fine needle aspiration of axillary lymph nodes in a remote breast care center. J Pathol Inform 2012; 3:36. [PMID: 23243554 PMCID: PMC3519010 DOI: 10.4103/2153-3539.101803] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2012] [Accepted: 07/25/2012] [Indexed: 11/08/2022] Open
Abstract
Background: In the recent years, the advances in digital methods in pathology have resulted in the use of telecytology in the immediate assessment of fine needle aspiration (FNA) specimens. However, there is a need for organ-based and body site-specific studies on the use of telecytology for the immediate assessment of FNA to evaluate its pitfalls and limitations. We present our experience with the use of telecytology for on-site evaluation of ultrasound-guided FNA (USG-FNA) of axillary lymph nodes in a remote breast care center. Materials and Methods: Real-time images of Diff-Quik-stained cytology smears were obtained with an Olympus digital camera attached to an Olympus CX41 microscope and transmitted via ethernet by a cytotechnologist to a pathologist who rendered preliminary diagnosis while communicating with the on-site cytotechnologist over the Vocera system. The accuracy of the preliminary diagnosis was compared with the final diagnosis, retrospectively. Results: A total of 39 female patients (mean age: 50.5 years) seen at the breast care center underwent USG-FNA of 44 axillary nodes. Preliminary diagnoses of benign, suspicious/malignant, and unsatisfactory were 41, 52, and 7%, respectively. Only one of the 23 cases that were initially interpreted as benign was reclassified as suspicious on final cytologic diagnosis. Seventeen of 18 suspicious/malignant cases on initial cytology corresponded with a malignant diagnosis on final cytology. One suspicious case was reclassified as benign on final cytologic diagnosis. All unsatisfactory cases remained inadequate for final cytologic interpretation. The presence of additional material in the cell block and interpretative error were the main reasons for discrepancy, accounting for the two discrepant cases. Conclusions: This retrospective study demonstrates that the on-site telecytology evaluation of USG-FNA of axillary lymph nodes in patients at a remote breast care center was highly accurate compared with the final cytologic evaluation. It allows pathologists to use their time more efficiently and makes on-site evaluation at a remote site possible.
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Affiliation(s)
- Kamal K Khurana
- Department of Pathology, State University of New York, 750 East Adams Street, Syracuse, New York
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Song SE, Seo BK, Lee SH, Yie A, Lee KY, Cho KR, Woo OH, Cha SH, Kim BH. Classification of Metastatic versus Non-Metastatic Axillary Nodes in Breast Cancer Patients: Value of Cortex-Hilum Area Ratio with Ultrasound. J Breast Cancer 2012; 15:65-70. [PMID: 22493630 PMCID: PMC3318176 DOI: 10.4048/jbc.2012.15.1.65] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2011] [Accepted: 02/13/2012] [Indexed: 11/30/2022] Open
Abstract
PURPOSE To investigate the significance of the cortex-hilum (CH) area ratio and longitudinal-transverse (LT) axis ratio and the blood flow pattern for diagnosis of metastatic axillary lymph nodes by ultrasound in breast cancer patients. METHODS From October 2005 to July 2006, we prospectively evaluated axillary nodes with ultrasound in 205 consecutive patients who had category 4B, 4C or 5 breast lesions according to the Breast Imaging Reporting and Data System-Ultrasound (BI-RADS-Ultrasound®). Among the 205, there were 24 patients who had pathologic verification of breast cancer and axillary lymph node status. For a total of 80 axillary nodes we measured the areas of the cortex and hilum of lymph nodes and calculated the area ratio. We also measured the length of the longitudinal and transverse axis of the lymph nodes and calculated the length ratio. We evaluated the blood flow pattern on power Doppler imaging and classified each lymph node into a central or peripheral pattern. Diagnostic performance was analyzed according to positive criteria for lymph node metastasis (CH area ratio >2, LT axis ratio <2, peripheral type on power Doppler imaging). RESULTS The sensitivity of the CH area ratio was superior to that of the LT axis ratio (94.1% vs. 82.3%, p=0.031) and to that of the blood flow pattern (94.1% vs. 29.4%, p=0.009). For specificity, all three evaluating parameters had high values (89.1-95.6%) and no significant differences were found (p=0.121). The CH area ratio had a better positive predictive value than the LT axis ratio (94.1% vs. 80.0%, p=0.030) and power Doppler imaging (94.1% vs. 66.6%, p=0.028). For the negative predictive value, the CH area ratio was superior to the LT axis ratio (95.6% vs. 86.6%, p=0.035) and the blood flow pattern (95.6% vs. 63.0%, p=0.027). CONCLUSION We recommend the CH area ratio of an axillary lymph node on ultrasound as a quantitative indicator for the classification of lymph nodes. The CH area ratio can improve diagnostic performance when compared with the LT axis ratio or blood flow pattern.
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Affiliation(s)
- Sung Eun Song
- Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Korea
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