Suppr超能文献

预测HER2阳性乳腺癌中CD8阳性淋巴细胞状态的放射学特征

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

作者信息

Fan Yuhong, Li Xiaoguang, Zhong Peng, Guo Hong, Han Dong, Tian Wuguo, Fang Jingqin

机构信息

Department of Ultrasound Diagnosis, Daping Hospital, Army Medical University, Chongqing, China.

Department of Radiology, Daping Hospital, Army Medical University, Chongqing, China.

出版信息

Balkan Med J. 2024 May 3;41(3):213-221. doi: 10.4274/balkanmedj.galenos.2024.2024-2-64.

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-TIL (< 35%) and CD8-TIL (≥ 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 ( = 0.009, US_ADC vs. US; < 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.

摘要

背景

人表皮生长因子受体2(HER2)阳性乳腺癌(BC)中肿瘤浸润淋巴细胞(TILs)水平与病理完全缓解呈正相关。

目的

探讨HER2阳性BC患者超声(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。

方法

这项回顾性研究纳入了155例连续的HER2阳性BC女性患者。患者分为两组:CD8-TIL(<35%)组和CD8-TIL(≥35%)组。使用BI-RADS词典评估US和MRI特征,并使用RadiAnt软件计算表观扩散系数(ADC)值。单因素和多因素分析揭示了预测CD8-TIL水平的最佳US和MRI特征。采用受试者工作特征分析和德龙检验比较US和MRI特征的诊断性能。此外,实施列线图将提高临床实用性。

结果

US特征的单因素分析显示两组在形态、方向和后方回声方面存在显著差异;然而,在边界、内部回声和微钙化方面没有显著差异。多因素分析显示,形态、方向和后方回声是独立危险因素,比值比分别为11.62、2.70和0.16。就MRI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。US和ADC值的组合比单独的US或ADC具有更高的预测效能(AUC = 0.888)(P = 0.009,US_ADC与US比较;P < 0.001,US_ADC与ADC比较)。

结论

US特征(形态、方向和后方回声)和ADC值可能是评估HER2阳性BC中CD8-TIL水平的有价值工具。列线图可能有助于临床医生做出决策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c7c/11077930/7eebdbf3d890/BMJ-41-213-g1.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验