Ultrasound Strain Elastography and Contrast-Enhanced Ultrasound in Predicting the Efficacy of Neoadjuvant Chemotherapy for Breast Cancer A Nomogram Integrating Ki-67 and Ultrasound Features
Objectives-To explore whether conventional elastography and contrast-enhanced ultrasound (CEUS) combined with histopathology can monitor the efficacy of neoadjuvant chemotherapy (NAC) for breast cancer (BC), and develop a Nomogram prediction model monitoring response to NAC. Methods-From February 2010 to November 2015, 91 BC patients who received NAC were recruited. The maximum diameter, stiffness, and CEUS features were assessed. Core biopsy, surgical pathology immunophenotype, and Miller-Payne (MP) evaluation were documented. Univariate and multivariate analysis was performed using receiver operating characteristic (ROC) analysis and logistic regression analysis. Results-There were 37 cases showing pathological complete response (pCR) and 54 of non-pCR. The changes of maximal diameter were correlated with MP (P < .05). The sensitivity (SEN), specificity (SPE), and area under the ROC curve (AUC) of baseline size predicting pCR were 57.40%, 70.30%, and 0.64 (P = .024). Baseline Ki-67 index of pCR group is significantly higher than that of non-pCR group (P = .029), and the ROC analysis of baseline Ki-67 indicates the SEN, SPE, and AUC of 51.70%, 78.00%, and 0.638 (P = .050). When combined with size, CEUS features, stiffness, and Ki-67 of baseline, the ROC curve shows good performance with SEN, SPE, and AUC of 70.00%, 76.19%, 0.821 (P = .004). Incorporating the change of characteristics into multivariate regression analysis, the results demonstrate excellent performance (SEN 100.00%, SPE 95.24%, AUC 0.986, P = .000). Conclusions-The change of the maximum size was correlated with MP score, which can provide reference to predict efficacy of NAC and evaluate residual lesions. When combining with elastography, CEUS, and Ki-67, better performance in predicting pathological response was shown.
基金:
Natural Science Foundation of ShanghaiNatural Science Foundation of Shanghai [18ZR1434800]
语种:
外文
被引次数:
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PubmedID:
中科院(CAS)分区:
出版当年[2021]版:
大类|3 区医学
小类|3 区声学4 区核医学
最新[2025]版:
大类|3 区医学
小类|3 区声学3 区核医学
JCR分区:
出版当年[2020]版:
Q2ACOUSTICSQ3RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
最新[2023]版:
Q2ACOUSTICSQ2RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
第一作者机构:[1]Shanghai Jiao Tong Univ, Sch Med, Tongren Hosp, Dept Ultrasound Med, Shanghai 200336, Peoples R China
通讯作者:
通讯机构:[1]Shanghai Jiao Tong Univ, Sch Med, Tongren Hosp, Dept Ultrasound Med, Shanghai 200336, Peoples R China[*1]Department of Ultrasound Medicine, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200336, China
推荐引用方式(GB/T 7714):
Liu Qi,Tang Lei,Chen Man.Ultrasound Strain Elastography and Contrast-Enhanced Ultrasound in Predicting the Efficacy of Neoadjuvant Chemotherapy for Breast Cancer A Nomogram Integrating Ki-67 and Ultrasound Features[J].JOURNAL OF ULTRASOUND IN MEDICINE.2022,41(9):2191-2201.doi:10.1002/jum.15900.
APA:
Liu, Qi,Tang, Lei&Chen, Man.(2022).Ultrasound Strain Elastography and Contrast-Enhanced Ultrasound in Predicting the Efficacy of Neoadjuvant Chemotherapy for Breast Cancer A Nomogram Integrating Ki-67 and Ultrasound Features.JOURNAL OF ULTRASOUND IN MEDICINE,41,(9)
MLA:
Liu, Qi,et al."Ultrasound Strain Elastography and Contrast-Enhanced Ultrasound in Predicting the Efficacy of Neoadjuvant Chemotherapy for Breast Cancer A Nomogram Integrating Ki-67 and Ultrasound Features".JOURNAL OF ULTRASOUND IN MEDICINE 41..9(2022):2191-2201