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从缩短的乳腺 MRI 中获取的 MIP 图像:在保留乳头的乳腺癌乳房切除术期间,有减少不必要的乳晕下活检的潜力。

MIP image derived from abbreviated breast MRI: potential to reduce unnecessary sub-nipple biopsies during nipple-sparing mastectomy for breast cancer.

机构信息

Department of Radiology, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Sun Yat-Sen University, No. 23 Haibang Street, Jiangmen, 529000, China.

Department of Gastrointestinal Surgery, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Sun Yat-Sen University, No. 23 Haibang Street, Jiangmen, 529000, China.

出版信息

Eur Radiol. 2021 Jun;31(6):3683-3692. doi: 10.1007/s00330-020-07550-w. Epub 2020 Nov 27.

DOI:10.1007/s00330-020-07550-w
PMID:33247343
Abstract

OBJECTIVE

To determine the value of a maximum-intensity projection (MIP) image derived from abbreviated breast MRI for excluding occult nipple-areolar complex (NAC) involvement in patients with breast cancer.

METHODS

This prospective study included breast cancer patients with clinically normal NACs between April 2016 and May 2019. Abbreviated breast MRI was performed, and an MIP image was generated for each patient. MIP images were examined for the following features: asymmetric nipple enhancement, tumor-nipple distance (TND), tumor diameter, lesion type, location, and multifocality. Independent predictive MIP features for occult NAC involvement were identified by univariable and multivariable logistic regression analyses. Models based on independent predictive MIP features were developed, and their diagnostic performances were evaluated using ROC analysis. The utility of an MIP image for excluding occult NAC involvement was assessed by considering NPVs across patient subgroups.

RESULTS

Eight hundred forty-three patients (67 NAC-positive and 776 NAC-negative) were enrolled. On MIP images, asymmetric nipple enhancement (odds ratio, 6.098; p < 0.001) and TND (odds ratio, 0.564; p = 0.003) were independent predictors of occult NAC involvement. A parallel test model of "asymmetric nipple enhancement or TND ≤ 15 mm" yielded the highest AUC value (0.838) among prediction models. The NPV of MIP images for excluding occult NAC involvement was 99.5%, which was applicable across various patient subgroups.

CONCLUSIONS

A single MIP image derived from abbreviated breast MRI has utility for excluding occult NAC involvement in breast cancer patients and reducing the number of unnecessary sub-nipple biopsies in nipple-sparing mastectomy.

KEY POINTS

• On MIP images derived from abbreviated breast MRI, asymmetric nipple enhancement and tumor-nipple distance were independent predictors for occult nipple involvement in patients with breast cancer. • Negative findings on MIP image can help select patients at minimal risk of occult nipple involvement, for whom unnecessary intraoperative sub-nipple biopsies in nipple-sparing mastectomy can be omitted.

摘要

目的

确定从简化乳腺 MRI 获得的最大强度投影(MIP)图像在排除乳腺癌患者隐匿性乳头乳晕复合体(NAC)受累方面的价值。

方法

本前瞻性研究纳入了 2016 年 4 月至 2019 年 5 月期间临床 NAC 正常的乳腺癌患者。对所有患者进行简化乳腺 MRI 检查,并为每位患者生成 MIP 图像。评估 MIP 图像的以下特征:不对称性乳头强化、肿瘤乳头距离(TND)、肿瘤直径、病变类型、位置和多灶性。通过单变量和多变量逻辑回归分析确定隐匿性 NAC 受累的独立预测性 MIP 特征。基于独立预测性 MIP 特征开发模型,并通过 ROC 分析评估其诊断性能。通过考虑不同患者亚组的 NPV,评估 MIP 图像排除隐匿性 NAC 受累的效用。

结果

共纳入 843 例患者(67 例 NAC 阳性和 776 例 NAC 阴性)。在 MIP 图像上,不对称性乳头强化(比值比,6.098;p<0.001)和 TND(比值比,0.564;p=0.003)是隐匿性 NAC 受累的独立预测因子。“不对称性乳头强化或 TND≤15mm”的平行检验模型在预测模型中具有最高的 AUC 值(0.838)。MIP 图像排除隐匿性 NAC 受累的 NPV 为 99.5%,适用于各种患者亚组。

结论

从简化乳腺 MRI 获得的单个 MIP 图像可用于排除乳腺癌患者隐匿性 NAC 受累,并减少保乳乳房切除术时不必要的乳头下活检数量。

关键要点

  • 在简化乳腺 MRI 获得的 MIP 图像上,不对称性乳头强化和肿瘤乳头距离是乳腺癌患者隐匿性乳头受累的独立预测因子。

  • MIP 图像阴性结果有助于选择隐匿性乳头受累风险最小的患者,对于这些患者,保乳乳房切除术中可省略不必要的乳头下活检。

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本文引用的文献

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Eur J Radiol. 2020 Jan;122:108754. doi: 10.1016/j.ejrad.2019.108754. Epub 2019 Nov 20.
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Use of preoperative mammography, ultrasonography, and MRI to predict nipple areolar complex involvement in breast cancer.术前乳腺钼靶、超声和 MRI 用于预测乳腺癌乳头乳晕复合体受累。
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对比增强乳腺MRI中注射前对伪影的预判:人工智能再次助力
Eur Radiol. 2024 Jul;34(7):4750-4751. doi: 10.1007/s00330-023-10536-z. Epub 2023 Dec 20.
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Smart forecasting of artifacts in contrast-enhanced breast MRI before contrast agent administration.对比增强乳腺 MRI 检查前对比剂注射引起伪影的智能预测。
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Abbreviated breast MRI for evaluating breast cancer before initiation of neoadjuvant chemotherapy: A cross-sectional study.新辅助化疗开始前用于评估乳腺癌的简化乳腺磁共振成像:一项横断面研究。
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Diagnostic Accuracy of Magnetic Resonance Imaging Features and Tumor-to-Nipple Distance for the Nipple-Areolar Complex Involvement of Breast Cancer: A Systematic Review and Meta-Analysis.磁共振成像特征与肿瘤至乳头距离对乳腺癌乳头乳晕复合体受累的诊断准确性:系统评价和荟萃分析。
Korean J Radiol. 2023 Aug;24(8):739-751. doi: 10.3348/kjr.2022.0846.
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Predicting lymphovascular invasion in clinically node-negative breast cancer detected by abbreviated magnetic resonance imaging: Transfer learning vs. radiomics.通过简化磁共振成像检测临床淋巴结阴性乳腺癌中的淋巴管浸润预测:迁移学习与放射组学
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