Zhu Quing, Ricci Andrew, Hegde Poornima, Kane Mark, Cronin Edward, Merkulov Alex, Xu Yan, Tavakoli Behnoosh, Tannenbaum Susan
From the Department of Electrical and Biomedical Engineering (Q.Z.) and Department of Electrical and Computer Engineering (Y.X., B.T.), University of Connecticut, 371 Fairfield Rd, U4157, Storrs, CT 06269; Departments of Pathology (A.R.) and Radiology (E.C.), Hartford Hospital, Hartford, Conn; and Department of Pathology (P.H.), Department of Radiology (M.K., A.M.), and Carole & Ray Neag Comprehensive Cancer Center (S.T.), University of Connecticut Health Center, Farmington, Conn.
Radiology. 2016 Aug;280(2):387-97. doi: 10.1148/radiol.2016151097. Epub 2016 Mar 2.
Purpose To investigate ultrasonography (US)-guided diffuse optical tomography to distinguish the functional differences of hemoglobin concentrations in a wide range of malignant and benign breast lesions and to improve breast cancer diagnosis in conjunction with conventional US. Materials and Methods The study protocol was approved by the institutional review boards and was HIPAA compliant. Written informed consent was obtained from all patients. Patients (288 women; mean age, 50 years; range, 17-94 years) who underwent US-guided biopsy were imaged with a handheld US and optical probe. The US-imaged lesion was used to guide reconstruction of light absorption maps at four wavelengths, and total hemoglobin (tHb), oxygenated hemoglobin (oxyHb), and deoxygenated hemoglobin (deoxyHb) were computed from the absorption maps. A threshold (80 μmol/L) was chosen on the basis of this study population. Two radiologists retrospectively evaluated US images on the basis of the US Breast Imaging Reporting and Data System lexicon, and a lesion was considered malignant when a score of 4C or 5 was given or a lesion had tHb greater than 80 μmol/L. A two-sample t test was used to calculate significance between groups, and Spearman ρ was computed between hemoglobin parameters and tumor pathologic grades. Results Three tumors were Tis, 37 were T1, 19 were T2-T4 carcinomas, and 233 were benign lesions. The mean maximum tHb, oxyHb, and deoxyHb of Tis-T1 and T2-T4 groups were 89.3 μmol/L ± 20.2 (standard deviation), 65.0 μmol/L ± 20.8, and 33.5 μmol/L ± 11.3, respectively, and 84.7 μmol/L ± 32.8, 57.1 μmol/L ± 19.8, and 34.7 μmol/L ± 18.9, respectively. The corresponding values of benign lesions were 54.1 μmol/L ± 23.5, 38.0 μmol/L ± 17.4, and 25.2 μmol/L ± 13.8, respectively. The mean maximum tHb, oxyHb, and deoxyHb were significantly higher in the malignant groups than the benign group (P <.001, <.001, and .041, respectively). For malignant lesions, the mean maximum tHb moderately correlated with tumor histologic grade and nuclear grade (ρ = 0.283 and 0.315, respectively). The mean maximum oxyHb moderately correlated with tumor nuclear grade (ρ = 0.267). When radiologists' US diagnosis and the tHb were used together, the sensitivity, specificity, positive predictive value, and negative predictive value were 96.6%-100%, 77.3%-83.3%, 52.7%-59.4%, and 99.0%-100%, respectively, for the combined malignant group. Conclusion The tHb and oxyHb correlate with breast cancer pathologic grade and can be used as an adjunct to US to improve sensitivity and negative predictive value in breast cancer diagnosis. (©) RSNA, 2016 Online supplemental material is available for this article.
目的 探讨超声(US)引导下的扩散光学断层扫描,以区分多种恶性和良性乳腺病变中血红蛋白浓度的功能差异,并结合传统超声改善乳腺癌诊断。材料与方法 本研究方案经机构审查委员会批准且符合健康保险流通与责任法案(HIPAA)规定。所有患者均签署了书面知情同意书。对接受US引导下活检的患者(288名女性;平均年龄50岁;范围17 - 94岁)使用手持式超声和光学探头进行成像。利用超声成像的病变来指导重建四个波长下的光吸收图,并从吸收图中计算总血红蛋白(tHb)、氧合血红蛋白(oxyHb)和脱氧血红蛋白(deoxyHb)。根据本研究人群选择了一个阈值(80 μmol/L)。两名放射科医生根据美国乳腺影像报告和数据系统(US Breast Imaging Reporting and Data System)词汇表对超声图像进行回顾性评估,当评分为4C或5分或病变的tHb大于80 μmol/L时,病变被视为恶性。采用两样本t检验计算组间差异的显著性,并计算血红蛋白参数与肿瘤病理分级之间的Spearman ρ相关性。结果 3例肿瘤为Tis期,37例为T1期,19例为T2 - T4期癌,233例为良性病变。Tis - T1组和T2 - T4组的平均最大tHb、oxyHb和deoxyHb分别为89.3 μmol/L ± 20.2(标准差)、65.0 μmol/L ± 20.8和33.5 μmol/L ± 11.3,以及84.7 μmol/L ± 32.8、57.1 μmol/L ± 19.8和34.7 μmol/L ± 18.9。良性病变的相应值分别为54.1 μmol/L ± 23.5、38.0 μmol/L ± 17.4和25.2 μmol/L ± 13.8。恶性组的平均最大tHb、oxyHb和deoxyHb显著高于良性组(P分别<0.001、<0.001和0.041)。对于恶性病变,平均最大tHb与肿瘤组织学分级和核分级中度相关(ρ分别为0.283和0.315)。平均最大oxyHb与肿瘤核分级中度相关(ρ = 0.267)。当将放射科医生的超声诊断和tHb结合使用时,联合恶性组的敏感性、特异性、阳性预测值和阴性预测值分别为96.6% - 100%、77.3% - 83.3%、52.7% - 59.4%和99.0% - 100%。结论 tHb和oxyHb与乳腺癌病理分级相关,可作为超声的辅助手段,提高乳腺癌诊断的敏感性和阴性预测值。(©)RSNA,2016 本文提供在线补充材料。