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首页> 外文期刊>NMR in biomedicine >Longitudinal study of the assessment by MRI and diffusion-weighted imaging of tumor response in patients with locally advanced breast cancer undergoing neoadjuvant chemotherapy
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Longitudinal study of the assessment by MRI and diffusion-weighted imaging of tumor response in patients with locally advanced breast cancer undergoing neoadjuvant chemotherapy

机译:MRI和弥散加权成像评估局部晚期乳腺癌新辅助化疗患者肿瘤反应的纵向研究

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摘要

Measurements of tumor apparent diffusion coefficient (ADC), volume and diameter in assessing the response of patients with locally advanced breast cancer (LABC) (n = 56) undergoing neoadjuvant chemotherapy (NACT) at four time periods (before treatment and after three cycles of NACT) were carried out at 1.5 T using diffusion-weighted imaging (DWI) and MRI. Ten benign tumors and 15 controls were also investigated. The MR tumor response was compared with the clinical response. Mean ADC before treatment of malignant breast tissue was significantly lower than that of controls, disease-free contralateral tissue of the patients, and benign lesions, and gradually increased during the course of NACT. Analysis of the percentage change in ADC, volume and diameter after each cycle of NACT between clinical responders and non-responders showed that the change in ADC after the first cycle was statistically significant compared with volume and diameter, indicating its potential in assessing early response. After the third cycle, the sensitivity for differentiating responders from non-responders was 89% for volume and diameter and 68% for ADC, and the respective specificities were 50%, 70% and 100%. A sensitivity of 84% (specificity of 60% with an accuracy of 76%) was achieved when all three variables were taken together to predict the response. A cut-off value of ADC was also calculated using receiver operator characteristics analysis to discriminate between normal, benign and malignant breast tissue. Similarly, a cut-off value for ADC, volume and diameter was obtained after the second and third cycles of NACT to predict tumor response. The results show that ADC is more useful for predicting early tumor response to NACT than morphological variables, suggesting its potential in effective treatment management.
机译:在四个时间段(治疗前和三个周期后)接受新辅助化疗(NACT)的局部晚期乳腺癌(LABC)(n = 56)患者的反应评估中的肿瘤表观扩散系数(ADC),体积和直径的测量使用扩散加权成像(DWI)和MRI在1.5 T进行NACT检测。还研究了十个良性肿瘤和十五个对照。将MR肿瘤反应与临床反应进行比较。在治疗恶性乳腺组织之前,平均ADC显着低于对照组,患者无病的对侧组织和良性病变,并且在NACT过程中逐渐升高。对临床应答者和非应答者之间每个NACT循环后ADC,体积和直径的百分比变化的分析表明,与体积和直径相比,第一个循环后ADC的变化具有统计学意义,表明其具有评估早期响应的潜力。在第三个周期后,区分反应者与非反应者的灵敏度分别为体积和直径的89%和ADC的68%,各自的特异性分别为50%,70%和100%。当将所有三个变量一起预测响应时,灵敏度为84%(特异性为60%,准确度为76%)。还使用接收器操作员特征分析来计算ADC的临界值,以区分正常,良性和恶性乳腺组织。同样,在第二和第三次NACT循环后获得ADC的截断值,体积和直径,以预测肿瘤反应。结果表明,ADC比形态学变量更可用于预测对NACT的早期肿瘤反应,表明其在有效治疗管理中的潜力。

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