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A Validated Ultrasound-Based Scoring System to Stratify Risk of Axillary Metastasis in Breast Cancer: AX-RADS (Axillary Imaging Reporting and Data System)
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作者:

Van Decar, Spencer G.
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Brooke Army Med Ctr, San Antonio, TX 78234 USA Brooke Army Med Ctr, San Antonio, TX 78234 USA

Barbera, Elizabeth L.
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Brooke Army Med Ctr, San Antonio, TX 78234 USA Brooke Army Med Ctr, San Antonio, TX 78234 USA

Adams, Alexandra M.
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Brooke Army Med Ctr, San Antonio, TX 78234 USA Brooke Army Med Ctr, San Antonio, TX 78234 USA

Shore, Jason M.
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Brooke Army Med Ctr, San Antonio, TX 78234 USA Brooke Army Med Ctr, San Antonio, TX 78234 USA

Dragusin, Iulian B.
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Brooke Army Med Ctr, San Antonio, TX 78234 USA Brooke Army Med Ctr, San Antonio, TX 78234 USA

Davis, Erika A.
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机构:
Canc Vaccine Dev Program, San Antonio, TX USA Brooke Army Med Ctr, San Antonio, TX 78234 USA

Tork, Craig A.
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机构:
Brooke Army Med Ctr, San Antonio, TX 78234 USA Brooke Army Med Ctr, San Antonio, TX 78234 USA

Krell, Robert
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Brooke Army Med Ctr, San Antonio, TX 78234 USA Brooke Army Med Ctr, San Antonio, TX 78234 USA

Graybeal, Troy B.
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Brooke Army Med Ctr, San Antonio, TX 78234 USA Brooke Army Med Ctr, San Antonio, TX 78234 USA

Clifton, Katherine
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机构:
Washington Univ, St Louis, MO USA Brooke Army Med Ctr, San Antonio, TX 78234 USA

Buckley, Arianna
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机构:
Washington Univ, St Louis, MO USA Brooke Army Med Ctr, San Antonio, TX 78234 USA

Travis Clifton, G.
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Brooke Army Med Ctr, San Antonio, TX 78234 USA Brooke Army Med Ctr, San Antonio, TX 78234 USA
机构:
[1] Brooke Army Med Ctr, San Antonio, TX 78234 USA
[2] Canc Vaccine Dev Program, San Antonio, TX USA
[3] Washington Univ, St Louis, MO USA
关键词:
axillary metastasis;
axillary ultrasound;
breast cancer;
SENTINEL LYMPH-NODE;
BIOPSY;
MORBIDITY;
TRIAL;
D O I:
10.1002/jso.28159
中图分类号:
R73 [肿瘤学];
学科分类号:
100214 ;
摘要:
Introduction: Ultrasound is the imaging modality of choice for evaluation of axillary involvement in breast cancer, but is associated with variable sensitivity and specificity. Understanding the risk of axillary lymph node metastasis (ALNM) based on ultrasonographic and clinical features will inform treatment decisions. Our group aimed to create a scoring system to quantify the risk of ALNM based on ultrasound characteristics in breast cancer patients. We validated the model and tested it among different Memorial Sloan Kettering Breast Cancer Sentinel Lymph Node Metastasis Nomogram (MSK) subgroups. Methods: The ultrasound score was developed using data collected at a single institution from 2019 to 2021 by allocating points based on the regression coefficients of variables found to significantly predict ALNM. We validated the test statistics of our score at an outside institution. The index and validation cohorts were combined: 358 pooled patients were stratified by predicted ALNM positivity according to a validated nomogram based on primary tumor characteristics. Results: Between 2019 and 2021, in the validation cohort, the NPV for low risk (0-1) scores was 87%, while the PPV for high-risk (5 +) scores was 71%. Overall, in the combined cohort, 241 (67%) patients had low-risk (0-1) axillary ultrasound scores and 33 (9%) had high risk (5 +) scores. In this combined cohort, NPV was 84% (203/241 low-risk score patients were node negative), while PPV for high-risk scores was 85% (28/33 high-risk score patients were node positive). When stratified via the Memorial Sloan Kettering Breast Cancer Nomogram: Sentinel Lymph Node Metastasis predicted ALNM rates, the NPV of low-risk scores was 87%-89% for patients with < 50% predicted ALNM positivity. For patients with > 50% predicted ALNM positivity, the PPV of high-risk scores was 82%. Conclusions: A scoring system to predict ALNM among biopsy-proven breast cancer patients undergoing upfront surgery was successfully developed from a multivariate model based on axillary ultrasound characteristics. Combining the axillary US scoring system with an additional validated nomogram based on primary tumor and patient characteristics may help foster better communication about ALNM risk to inform treatment decisions.
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Nanjing Med Univ, Affiliated Hosp 1, Dept Ultrasound, 300 Guangzhou Rd, Nanjing 210029, Peoples R China Nanjing Med Univ, Affiliated Hosp 1, Dept Ultrasound, 300 Guangzhou Rd, Nanjing 210029, Peoples R China

Gong, Hai-yan
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Nanjing Med Univ, Affiliated Hosp 1, Dept Ultrasound, 300 Guangzhou Rd, Nanjing 210029, Peoples R China Nanjing Med Univ, Affiliated Hosp 1, Dept Ultrasound, 300 Guangzhou Rd, Nanjing 210029, Peoples R China

Xia, Tian-song
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Nanjing Med Univ, Affiliated Hosp 1, Dept Breast Surg, 300 Guangzhou Rd, Nanjing 210029, Peoples R China Nanjing Med Univ, Affiliated Hosp 1, Dept Ultrasound, 300 Guangzhou Rd, Nanjing 210029, Peoples R China

Liu, Xiao-an
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Nanjing Med Univ, Affiliated Hosp 1, Dept Breast Surg, 300 Guangzhou Rd, Nanjing 210029, Peoples R China Nanjing Med Univ, Affiliated Hosp 1, Dept Ultrasound, 300 Guangzhou Rd, Nanjing 210029, Peoples R China

Li, Cui-ying
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Nanjing Med Univ, Affiliated Hosp 1, Dept Ultrasound, 300 Guangzhou Rd, Nanjing 210029, Peoples R China Nanjing Med Univ, Affiliated Hosp 1, Dept Ultrasound, 300 Guangzhou Rd, Nanjing 210029, Peoples R China
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Preoperative prediction of axillary lymph node metastasis in patients with breast cancer based on radiomics of gray-scale ultrasonography
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Zhou, Wei-Jun
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Zhang, Yi-Dan
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Kong, Wen-Tao
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Zhang, Chao-Xue
;
Zhang, Bing
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GLAND SURGERY,
2021, 10 (06)
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Zhou, Wei-Jun
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Nanjing Drum Tower Hosp, Clin Coll, Dept Radiol, 321 Zhongshan Rd, Nanjing 210008, Peoples R China
Anhui Med Univ, Affiliated Hosp 1, Dept Ultrasound, Hefei, Peoples R China Nanjing Med Univ, Nanjing Drum Tower Hosp, Clin Coll, Dept Radiol, 321 Zhongshan Rd, Nanjing 210008, Peoples R China

Zhang, Yi-Dan
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机构:
Nanjing Med Univ, Clin Coll, Nanjing Drum Tower Hosp, Dept Ultrasound, Nanjing, Peoples R China Nanjing Med Univ, Nanjing Drum Tower Hosp, Clin Coll, Dept Radiol, 321 Zhongshan Rd, Nanjing 210008, Peoples R China

Kong, Wen-Tao
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h-index: 0
机构:
Nanjing Med Univ, Clin Coll, Nanjing Drum Tower Hosp, Dept Ultrasound, Nanjing, Peoples R China Nanjing Med Univ, Nanjing Drum Tower Hosp, Clin Coll, Dept Radiol, 321 Zhongshan Rd, Nanjing 210008, Peoples R China

Zhang, Chao-Xue
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Anhui Med Univ, Affiliated Hosp 1, Dept Ultrasound, Hefei, Peoples R China Nanjing Med Univ, Nanjing Drum Tower Hosp, Clin Coll, Dept Radiol, 321 Zhongshan Rd, Nanjing 210008, Peoples R China

Zhang, Bing
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Nanjing Med Univ, Nanjing Drum Tower Hosp, Clin Coll, Dept Radiol, 321 Zhongshan Rd, Nanjing 210008, Peoples R China
Nanjing Univ, Inst Brain Sci, Nanjing, Peoples R China Nanjing Med Univ, Nanjing Drum Tower Hosp, Clin Coll, Dept Radiol, 321 Zhongshan Rd, Nanjing 210008, Peoples R China
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Axillary Staging of Early-Stage Invasive Breast Cancer by Ultrasound-Guided Fine-Needle Aspiration Cytology Which Ultrasound Criteria for Classifying Abnormal Lymph Nodes Should Be Adopted in the Post-ACOSOG Z0011 Trial Era?
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Zhu, Ying
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Zhou, Wei
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Zhou, Jian-qiao
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Fei, Xiao-chun
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Ye, Ting-Jun
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Huang, Ou
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Chen, Xiao-song
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Zhan, Wei-Wei
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JOURNAL OF ULTRASOUND IN MEDICINE,
2016, 35 (05)
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Zhu, Ying
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机构:
Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Ultrasound, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Ultrasound, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China

Zhou, Wei
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机构:
Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Ultrasound, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Ultrasound, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China

Zhou, Jian-qiao
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机构:
Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Ultrasound, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Ultrasound, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China

Fei, Xiao-chun
论文数: 0 引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Pathol, Shanghai 200025, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Ultrasound, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China

Ye, Ting-Jun
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机构:
Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Pathol, Shanghai 200025, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Ultrasound, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China

Huang, Ou
论文数: 0 引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Comprehens Breast Hlth Ctr, Shanghai 200025, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Ultrasound, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China

Chen, Xiao-song
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机构:
Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Comprehens Breast Hlth Ctr, Shanghai 200025, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Ultrasound, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China

Zhan, Wei-Wei
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机构:
Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Ultrasound, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Shanghai Ruijin Hosp, Dept Ultrasound, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China