Tamayo-Murillo Dorathy, Weeks Jake T, Keller Cody A, Andre Michael, Gonzalez Celene, Li Andrew, Grunvald Eduardo, Liau Joy, Shabanan Sedighe Hosseini, Wolfson Tanya, Zuo Jingyi, Robinson Adam, Carrascal Carolina Amador, Sanchez Nevada, Reeder Scott B, Han Aiguo, Sirlin Claude B
Department of Radiology, University of California San Diego, La Jolla, CA, USA.
Department of Radiology, Liver Imaging Group, University of California San Diego, La Jolla, CA, USA.
Ultrasound Med Biol. 2025 Mar;51(3):475-483. doi: 10.1016/j.ultrasmedbio.2024.11.005. Epub 2024 Dec 16.
To implement, examine the feasibility of, and evaluate the performance of quantitative ultrasound (QUS) with a handheld point-of-care US (POCUS) device for assessing liver fat in adults.
This prospective IRB-approved, HIPAA-compliant pilot study enrolled adults with overweight or obesity. Participants underwent chemical-shift-encoded magnetic resonance imaging to estimate proton density fat fraction (PDFF) and, within 1 mo, QUS with a POCUS device by expert sonographers and novice operators (no prior US scanning experience). Radiofrequency data from the liver collected with the POCUS device were analyzed offline using probe-specific calibrations to estimate two QUS parameters: attenuation coefficient (AC) and backscatter coefficient (BSC). Area under the receiver operating characteristic curve (AUC) of each parameter was estimated for classifying presence/absence of hepatic steatosis (defined as PDFF ≥ 5%). Spearman rank correlation between each parameter and PDFF was estimated and its significance assessed.
Of 18 participants (mean age, 43 y ± 14; 17 women), 8 had hepatic steatosis (PDFF ≥ 5%). Both AC and BSC classified hepatic steatosis accurately with AUCs of 0.96-0.97 for expert and 0.88-0.89 for novice operators (p < 0.01 for all) and correlated significantly with PDFF with rho's of 0.65-0.69 for expert and 0.58-0.65 for novice operators (p < 0.02 for all).
QUS can be implemented on a POCUS device and can be performed by expert or novice operators after limited training in adults with overweight or obesity with promising initial results.
应用手持式即时超声(POCUS)设备实施定量超声(QUS),检验其可行性,并评估其在评估成人肝脏脂肪方面的性能。
这项经机构审查委员会(IRB)批准、符合健康保险流通与责任法案(HIPAA)的前瞻性试点研究纳入了超重或肥胖的成年人。参与者接受了化学位移编码磁共振成像以估计质子密度脂肪分数(PDFF),并在1个月内由专业超声医师和新手操作员(无超声扫描经验)使用POCUS设备进行QUS检查。使用特定探头校准对POCUS设备采集的肝脏射频数据进行离线分析,以估计两个QUS参数:衰减系数(AC)和背向散射系数(BSC)。估计每个参数的受试者工作特征曲线下面积(AUC),以对肝脂肪变性的存在与否进行分类(定义为PDFF≥5%)。估计每个参数与PDFF之间的Spearman等级相关性,并评估其显著性。
18名参与者(平均年龄43岁±14岁;17名女性)中,8人有肝脂肪变性(PDFF≥5%)。AC和BSC对肝脂肪变性的分类均准确,专家的AUC为0.96 - 0.97,新手操作员的AUC为0.88 - 0.89(所有p<0.01),且与PDFF显著相关,专家的rho值为0.65 - 0.69,新手操作员的rho值为0.58 - 0.65(所有p<0.02)。
QUS可在POCUS设备上实施,并可由专家或新手操作员在对超重或肥胖成人进行有限培训后进行操作,初步结果良好。