Estimation of glomerular filtration rate in a pediatric population using non-contrast kidney phase contrast magnetic resonance imaging

被引:2
|
作者
Barker, Alex J. [1 ,2 ]
Berthusen, Alexander [1 ]
Vigers, Tim [3 ,4 ]
Schafer, Michal [5 ]
Browne, Lorna P. [1 ]
Bjornstad, Petter [3 ,6 ]
机构
[1] Univ Colorado, Dept Radiol Pediat Radiol, Anschutz Med Campus, Aurora, CO 80045 USA
[2] Univ Colorado, Dept Bioengn, Anschutz Med Campus, Aurora, CO 80045 USA
[3] Univ Colorado, Dept Pediat Endocrinol, Anschutz Med Campus, Aurora, CO USA
[4] Univ Colorado, Dept Pediat, Sect Biostat, Sch Med, Aurora, CO USA
[5] Univ Colorado, Dept Pediat Cardiol, Anschutz Med Campus, Aurora, CO USA
[6] Univ Colorado, Dept Med Renal Dis & Hypertens, Anschutz Med Campus, Aurora, CO USA
关键词
GFR; eGFR; PC-MRI; Bone marrow transplant; Blood flow; GFR; EQUATIONS; REGULARIZATION;
D O I
10.1007/s00467-022-05832-7
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
Background Glomerular filtration rate (GFR) is a key measure of kidney function but often inaccurately ascertained by serum creatinine and cystatin C in pediatrics. In this pilot trial, we evaluated the relationship between GFR calculated by using phase-contrast MRI (PC-MRI) biomarkers and GFR by I-125-iothalamate clearance in youth undergoing bone marrow transplantation (BMT).Methods A total of twenty-one pediatric BMT candidates (8-21 years of age) were recruited for a research kidney PC-MRI. After completion of I-125-iothalamate clearance, same-day PC-MRI measurements were completed of the kidney circulation without a gadolinium-based contrast agent. MRI included a non-contrast balanced-SSFP-triggered angiography to position ECG-gated breath-held 2D PC-MRI flow measurements (1.2 x 1.2 x 6 mm(3)). A multivariate model of MRI biomarkers estimating GFR (GFR-MRI) was selected using the elastic net approach.Results The GFR-MRI variables selected by elastic net included average heart rate during imaging (bpm), peak aorta flow below the kidney artery take-offs (ml/s), average kidney artery blood flow, average peak kidney vein blood flow, and average kidney vein blood flow (ml/s). The GFR-MRI model demonstrated strong agreement with GFR by I-125-iothalamate (R-2 = 0.65), which was stronger than what was observed with eGFR by the full age spectrum and Chronic Kidney Disease in Children under 25 (CKiD U25) approaches.Conclusion In this pilot study, noninvasive GFR-MRI showed strong agreement with gold standard GFR in youth scheduled for BMT. Further work is needed to evaluate whether non-contrast GFR-MRI holds promise to become a superior alternative to eGFR and GFR by clearance techniques.
引用
收藏
页码:2877 / 2881
页数:5
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