Radiology Center, Kindai University Hospital, Osaka-sayama, Osaka, Japan.
Graduate School of Health Sciences, Niigata University, Niigata, Japan.
PLoS One. 2021 Jan 7;16(1):e0245060. doi: 10.1371/journal.pone.0245060. eCollection 2021.
Despite the high risk of missing lesions in mammography, the missed lesion rate is yet to be clinically established. Further, no breast phantoms with adjustable breast density currently exist. We developed a novel, adjustable-density breast phantom with a composition identical to that of actual breasts, and determined the quantitative relationship between breast density and the missed lesion rate in mammography.
An original breast phantom consisting of adipose- and fibroglandular-equivalent materials was developed, and a receiver operating characteristic (ROC) study was performed. Breast density, which is the fraction by weight of fibroglandular to total tissue, was adjusted to 25%, 50%, and 75% by arbitrarily mixing the two materials. Microcalcification, mass lesions, and spiculated lesions, each with unique characteristics, were inserted into the phantom. For the above-mentioned fibroglandular densities, 50 positive and 50 negative images for each lesion type were used as case samples for the ROC study. Five certified radiological technologists participated in lesion detection.
The mass-lesion detection rate, according to the area under the curve, decreased by 18.0% (p = 0.0001, 95% Confidence intervals [CI] = 0.1258 to 0.1822) and 37.8% (p = 0.0003, 95% CI = 0.2453 to 0.4031) for breast densities of 50% and 75%, respectively, compared to that for a 25% breast density. A similar tendency was observed with microcalcification; however, spiculated lesions did not follow this tendency.
We quantified the missed lesion rate in different densities of breast tissue using a novel breast phantom, which is imperative for advancing individualized screening mammography.
尽管乳腺 X 线摄影存在高漏诊风险,但目前尚未在临床上确定漏诊病灶的发生率。此外,目前还没有可调节乳腺密度的乳房体模。我们开发了一种新型的、可调节密度的乳房体模,其组成与实际乳房相同,并确定了乳腺 X 线摄影中乳腺密度与漏诊病灶率之间的定量关系。
开发了一种由脂肪和纤维腺体等效材料组成的原始乳房体模,并进行了接收者操作特性(ROC)研究。通过任意混合这两种材料,将乳腺密度(即纤维腺体与总组织的重量比)调节至 25%、50%和 75%。将微钙化、肿块病变和有毛刺的病变分别插入体模中。对于上述纤维腺体密度,每种病变类型各有 50 个阳性和 50 个阴性图像作为 ROC 研究的病例样本。有 5 位认证的放射技师参与了病变检测。
根据曲线下面积,肿块病变的检出率分别下降了 18.0%(p=0.0001,95%置信区间[CI]为 0.1258 至 0.1822)和 37.8%(p=0.0003,95%CI为 0.2453 至 0.4031),与 25%乳腺密度相比。微钙化也呈现出类似的趋势,但有毛刺的病变则没有遵循这种趋势。
我们使用新型乳房体模量化了不同乳腺组织密度的漏诊病灶率,这对于推进个体化筛查乳腺 X 线摄影至关重要。