Radiological Features for Predicting the Status of CD8-Positive Lymphocytes in HER2 Positive Breast Cancer.

IF 1.9 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Balkan Medical Journal Pub Date : 2024-05-03 DOI:10.4274/balkanmedj.galenos.2024.2024-2-64
Yuhong Fan, Xiaoguang Li, Peng Zhong, Hong Guo, Dong Han, Wuguo Tian, Jingqin Fang
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Abstract

Background: The level of tumor-infiltrating lymphocytes (TILs) in human epidermal growth factor receptor type 2 (HER2)-positive breast cancer (BC) is positively correlated with pathological complete response.

Aims: To investigate the relationship between ultrasound (US) and magnetic resonance imaging (MRI) features and the level of CD8-positive TILs (CD8+-TILs) in patients with HER2-positive BC.

Study design: Retrospective cohort study.

Methods: This retrospective study included 155 consecutive women with HER2-positive BC. Patients were divided into two groups: CD8+-TILlow (< 35%) and CD8+-TILhigh (≥ 35%) groups. US and MRI features were evaluated using the BI-RADS lexicon, and the apparent diffusion coefficient (ADC) value was calculated using RadiAnt software. Univariate and multivariate analyses revealed the optimal US and MRI features for predicting CD8+-TIL levels. Receiver operating characteristic analysis and the Delong test were used to compare the diagnostic performance of US and MRI features. Furthermore, implementing a nomogram will increase clinical utility.

Results: Univariate analysis of US features showed significant differences in shape, orientation, and posterior echo between the two groups; however, there were no significant differences in margins, internal echo, and microcalcification. Multifactorial analysis revealed that shape, orientation, and posterior echo were independent risk factors, with odds ratios of 11.62, 2.70, and 0.16, respectively. In terms of MRI features, ADC was an independent predictor of CD8+-TIL levels. These three US features and the ADC performed well, with area under the curve (AUC) values of 0.802 and 0.705, respectively. The combination of US and ADC values had higher predictive efficacy (AUC = 0.888) than either US or ADC alone (p = 0.009, US_ADC vs. US; p < 0.001, US_ADC vs. ADC).

Conclusion: US features (shape, orientation, and posterior echo) and ADC value may be a valuable tool for estimating CD8+-TIL levels in HER2-positive BC. The nomogram may help clinicians in making decisions.

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预测 HER2 阳性乳腺癌 CD8 阳性淋巴细胞状态的放射学特征
背景:目的:研究HER2阳性乳腺癌(BC)患者的超声(US)和磁共振成像(MRI)特征与CD8阳性TILs(CD8+-TILs)水平之间的关系:研究设计:回顾性队列研究:这项回顾性研究包括155名HER2阳性BC女性患者。患者分为两组:CD8+-TIL低(< 35%)组和CD8+-TIL高(≥ 35%)组。使用 BI-RADS 词典评估 US 和 MRI 特征,并使用 RadiAnt 软件计算表观弥散系数(ADC)值。单变量和多变量分析显示了预测 CD8+-TIL 水平的最佳 US 和 MRI 特征。接收者操作特征分析和德隆检验用于比较 US 和 MRI 特征的诊断性能。此外,采用提名图将提高临床实用性:US特征的单变量分析显示,两组患者在形状、方向和后方回声方面存在显著差异;但在边缘、内部回声和微钙化方面没有显著差异。多因素分析显示,形状、方向和后方回声是独立的风险因素,几率比分别为 11.62、2.70 和 0.16。就磁共振成像特征而言,ADC是CD8+-TIL水平的独立预测因子。这三个 US 特征和 ADC 表现良好,曲线下面积 (AUC) 值分别为 0.802 和 0.705。与单独使用 US 或 ADC 相比,US 和 ADC 值的组合具有更高的预测效力(AUC = 0.888)(p = 0.009,US_ADC vs. US;p < 0.001,US_ADC vs. ADC):结论:US特征(形状、方向和后方回声)和ADC值可能是估计HER2阳性BC中CD8+-TIL水平的重要工具。该提名图可帮助临床医生做出决策。
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来源期刊
Balkan Medical Journal
Balkan Medical Journal MEDICINE, GENERAL & INTERNAL-
CiteScore
4.10
自引率
6.70%
发文量
76
审稿时长
6-12 weeks
期刊介绍: The Balkan Medical Journal (Balkan Med J) is a peer-reviewed open-access international journal that publishes interesting clinical and experimental research conducted in all fields of medicine, interesting case reports and clinical images, invited reviews, editorials, letters, comments and letters to the Editor including reports on publication and research ethics. The journal is the official scientific publication of the Trakya University Faculty of Medicine, Edirne, Turkey and is printed six times a year, in January, March, May, July, September and November. The language of the journal is English. The journal is based on independent and unbiased double-blinded peer-reviewed principles. Only unpublished papers that are not under review for publication elsewhere can be submitted. Balkan Medical Journal does not accept multiple submission and duplicate submission even though the previous one was published in a different language. The authors are responsible for the scientific content of the material to be published. The Balkan Medical Journal reserves the right to request any research materials on which the paper is based. The Balkan Medical Journal encourages and enables academicians, researchers, specialists and primary care physicians of Balkan countries to publish their valuable research in all branches of medicine. The primary aim of the journal is to publish original articles with high scientific and ethical quality and serve as a good example of medical publications in the Balkans as well as in the World.
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