Associations of Ultrasound-Derived Fat Fraction and MRI PDFF Measurements: A Prospective Study in Pediatric Patients With Suspected MASLD

<b>Background:</b> As pediatric metabolic dysfunction-associated steatotic liver disease (MASLD) increases in prevalence, ultrasound-based methods have emerged as accessible alternatives to MRI for hepatic fat quantification in children. <b>Objective:</b> To evaluate associations of ultrasound-derived fat fraction (UDFF) measurements obtained under free-breathing and breath-hold conditions with proton-density fat fraction (PDFF) measurements in pediatric patients with suspected MASLD. <b>Methods:</b> This prospective study enrolled pediatric patients with clinical suspicion for MASLD from November 2023 to October 2024. Participants underwent an investigational liver MRI examinations with PDFF measurement and an investigational right upper quadrant ultrasound with UDFF measurements under both breath-hold and free-breathing conditions. A second operator repeated the ultrasound examinations in the first 14 patients to assess interobserver agreement. Concordance correlation coefficients (CCC) and Spearman correlation coefficients were computed. Bland-Altman analyses were conducted, including linear regression fits. <b>Results:</b> The study included 55 patients (33 male, 22 female; mean age, 13.8±2.6 years; age range, 9-18 years). PDFF measurements ranged from 0.1% to 56.1%; UDFF measurements ranged from 2.0% to 36.2%. UDFF measurements showed good interobserver agreement under breath-hold (CCC=0.79) and free-breathing (CCC=0.76) conditions and excellent agreement between breath-hold and free-breathing conditions (CCC=0.97). UDFF and PDFF measurements showed strong positive correlations under breath-hold (ρ=0.84) and free-breathing (ρ=0.83) conditions. In Bland-Altman analysis, UDFF showed no significant systematic bias versus PDFF under breathhold condition (mean difference, -2.0%) but significant systematic underestimation bias under free-breathing condition (-2.6%); UDFF and PDFF showed a significant inverse proportional bias under both conditions (β=-0.5, p<.001). In patients with PDFF <5% (n=28), UDFF showed a significant systematic overestimation bias versus PDFF under breathing-hold (2.0%) and free-breathing (2.1%) conditions; in patients with PDFF ≥5% (n=27), UDFF showed a significant systematic underestimation bias versus PDFF under breath-hold (-6.3%) and free-breathing (-7.4%) conditions. <b>Conclusion:</b> UDFF measurements in both breath-hold and free-breathing conditions showed strong positive correlations with PDFF measurements in children. However, UDFF overestimated and underestimated PDFF in patients with relatively low and high liver fat content, respectively. <b>Clinical Impact:</b> UDFF may have a role in screening for steatosis in children with suspected MASLD, although clinical integration must account for systematic biases between UDFF and PDFF measurements.

Authors

Institutions

Publication Details

Journal
American Journal of Roentgenology
Published
2026-01-21
DOI
https://doi.org/10.2214/ajr.25.34230
Primary Topic
Liver Disease Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Associations of Ultrasound-Derived Fat Fraction and MRI PDFF Measurements: A Prospective Study in Pediatric Patients With Suspected MASLD

J Y Kim, Kyunghwa Han, Hong Koh, Yonghan Kwon et al.
American Journal of Roentgenology
Liver Disease Diagnosis and Treatment
article

Associations of Ultrasound-Derived Fat Fraction and MRI PDFF Measurements: A Prospective Study in Pediatric Patients With Suspected MASLD

J Y Kim, Kyunghwa Han, Hong Koh, Yonghan Kwon, Mi-Jung Lee, Haesung Yoon, Yong Woo Kim, Eun Joo Lee
article en

Abstract

<b>Background:</b> As pediatric metabolic dysfunction-associated steatotic liver disease (MASLD) increases in prevalence, ultrasound-based methods have emerged as accessible alternatives to MRI for hepatic fat quantification in children. <b>Objective:</b> To evaluate associations of ultrasound-derived fat fraction (UDFF) measurements obtained under free-breathing and breath-hold conditions with proton-density fat fraction (PDFF) measurements in pediatric patients with suspected MASLD. <b>Methods:</b> This prospective study enrolled pediatric patients with clinical suspicion for MASLD from November 2023 to October 2024. Participants underwent an investigational liver MRI examinations with PDFF measurement and an investigational right upper quadrant ultrasound with UDFF measurements under both breath-hold and free-breathing conditions. A second operator repeated the ultrasound examinations in the first 14 patients to assess interobserver agreement. Concordance correlation coefficients (CCC) and Spearman correlation coefficients were computed. Bland-Altman analyses were conducted, including linear regression fits. <b>Results:</b> The study included 55 patients (33 male, 22 female; mean age, 13.8±2.6 years; age range, 9-18 years). PDFF measurements ranged from 0.1% to 56.1%; UDFF measurements ranged from 2.0% to 36.2%. UDFF measurements showed good interobserver agreement under breath-hold (CCC=0.79) and free-breathing (CCC=0.76) conditions and excellent agreement between breath-hold and free-breathing conditions (CCC=0.97). UDFF and PDFF measurements showed strong positive correlations under breath-hold (ρ=0.84) and free-breathing (ρ=0.83) conditions. In Bland-Altman analysis, UDFF showed no significant systematic bias versus PDFF under breathhold condition (mean difference, -2.0%) but significant systematic underestimation bias under free-breathing condition (-2.6%); UDFF and PDFF showed a significant inverse proportional bias under both conditions (β=-0.5, p<.001). In patients with PDFF <5% (n=28), UDFF showed a significant systematic overestimation bias versus PDFF under breathing-hold (2.0%) and free-breathing (2.1%) conditions; in patients with PDFF ≥5% (n=27), UDFF showed a significant systematic underestimation bias versus PDFF under breath-hold (-6.3%) and free-breathing (-7.4%) conditions. <b>Conclusion:</b> UDFF measurements in both breath-hold and free-breathing conditions showed strong positive correlations with PDFF measurements in children. However, UDFF overestimated and underestimated PDFF in patients with relatively low and high liver fat content, respectively. <b>Clinical Impact:</b> UDFF may have a role in screening for steatosis in children with suspected MASLD, although clinical integration must account for systematic biases between UDFF and PDFF measurements.

American Journal of Roentgenology
Yonsei University (KR), Severance Hospital (KR), Gangnam Severance Hospital (KR)
Openalex Percentile: Top 82%
Liver Disease Diagnosis and Treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.