Noninvasive Measurement of Voxelwise Renal Oxygenation Using Quantitative Susceptibility Mapping
Project Number1R21DK137146-01A1
Former Number1R21DK137146-01
Contact PI/Project LeaderKEE, YOUNGWOOK
Awardee OrganizationSLOAN-KETTERING INST CAN RESEARCH
Description
Abstract Text
Project Summary/Abstract (Description)
Motivation: There is growing evidence that impaired renal oxygenation (an increased ratio of oxygen
consumption to oxygen delivery) is a common characteristic of deteriorated kidney function. This includes
conditions such as acute kidney injury (AKI), chronic kidney disease (CKD), the transition from AKI to CKD, and
further progression to end-stage renal disease. Approximately half of all patients undergoing chemotherapeutic
treatment benefit from platinum-based antineoplastic drugs. However, these drugs are nephrotoxic, which limits
both the dosage that can be safely administered and the population that can receive it. Noninvasive monitoring
and repeatable measurement of intrarenal tissue oxygenation, an area that continues to present an unmet clinical
need, will enhance the clinical management of AKI, CKD, and the determination of dosage and selection of
chemotherapeutic regimens in cancer patients.
The renal oxygen extraction fraction (OEF), expressed as the ratio of the difference between arterial and venous
oxygen saturation to arterial oxygen saturation, can serve as a quantitative biomarker of renal tissue oxygen
tension. An increased OEF suggests impaired tissue oxygenation, implying a decrease in renal oxygen tension,
assuming that blood oxygen tension is in balance with the surrounding tissue. MRI has the potential to offer 3D
volumetric, voxel-by-voxel noninvasive quantification of deoxyhemoglobin concentration and OEF through
advanced signal modeling. However, there are major challenges to overcome: 1) respiratory and/or bulk motion
in the abdomen, 2) flow-induced errors, 3) the presence of large susceptibility and fat, and 4) the lack of advanced
algorithms that effectively calculate OEF. This project aims to address these major challenges.
Approach: This project is highly focused on the technological development of MRI. Aim 1 intends to enable a
fully flow-compensated multi-echo 3D non-Cartesian MRI method that is robust to respiratory motion. This MRI
technique will continuously acquire a navigation signal from which respiratory and/or bulk motion can be
extracted, thereby enabling robust retrospective motion-resolved kidney image reconstruction. Aim 2 will focus
on the development of: 1) joint multi-echo and respiratory motion-resolved image reconstruction, 2) total field
inversion for renal quantitative susceptibility mapping (QSM), and 3) OEF mapping from a signal model that
combines the magnitude-based quantitative blood oxygen level dependent (qBOLD) and the phase-based QSM.
Aim 3 will evaluate the sensitivity of the developed renal OEF mapping method on healthy subjects before and
after an induced alteration in renal oxygenation.
Significance: This work will lead to free-breathing renal functional MRI that enables noninvasive voxel-by-voxel
quantification of renal OEF. This technique will facilitate its widespread use as a quantitative imaging biomarker
of renal tissue oxygen tension in both research and clinical settings.
Public Health Relevance Statement
Project Narrative
Impaired kidney oxygenation is often identified as a common denominator of deteriorated kidney function in a
variety of kidney diseases, such as acute kidney injury, chronic kidney disease, and its transition to end-stage
renal failure. Noninvasive measurement and quantification of renal tissue oxygenation is crucial for clinical
management and treatment. This work will develop motion-robust, fully ungated free-breathing abdominal MRI
for quantification of renal oxygen extraction fraction.
National Institute of Diabetes and Digestive and Kidney Diseases
CFDA Code
847
DUNS Number
064931884
UEI
KUKXRCZ6NZC2
Project Start Date
24-April-2024
Project End Date
31-March-2026
Budget Start Date
24-April-2024
Budget End Date
31-March-2025
Project Funding Information for 2024
Total Funding
$220,000
Direct Costs
$125,000
Indirect Costs
$95,000
Year
Funding IC
FY Total Cost by IC
2024
National Institute of Diabetes and Digestive and Kidney Diseases
$220,000
Year
Funding IC
FY Total Cost by IC
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