Pablo Prado1, Santiago Bussandri1, Rohit Loomba2, Eduardo Grunvald3, Michael Middleton4, Julio Gutierrez5, and Claude Sirlin6
1Livivos Inc, San Diego, CA, United States, 2UC San Diego Health's NAFLD Research Center, San Diego, CA, United States, 3UC San Diego Health's Bariatric Surgery Clinic, San Diego, CA, United States, 4UC San Diego Health's Department of Radiology, San Diego, CA, United States, 5Scripps Center for Organ Transplant, La Jolla, CA, United States, 6UC San Diego Health's Liver Imaging Group, San Diego, CA, United States
Synopsis
Keywords: Liver, Liver
Motivation: MRI stands as the gold standard for diagnosing liver diseases. Ensuring widespread access to this technology is of critical importance to combat the prevalence of liver disease.
Goal(s): Our goal is to decrease the prevalence of liver disease by making the diagnostic precision of MRI broadly available.
Approach: We present a compact and open Magnetic Resonance device that employs the gold standard principles of MRI to accurately measure liver disease biomarkers.
Results: The accuracy of Proton Density Fat Fraction is shown in recent clinical studies using a point-of-care non-imaging magnetic resonance device.
Impact: The
development and implementation of a portable, cost-effective device for liver
disease diagnosis can transform clinical care, improve diagnosis efficiency,
and address health disparities. The technology may enhance global research and facilitate
treatment monitoring and earlier intervention.
Introduction
An innovative, compact
Magnetic Resonance (MR) device capable of accurately assessing liver fat content
(Proton Density Fat Fraction, PDFF) has the potential to transform quantitative
assessment of metabolically-associated steatotic liver disease (MASLD), which
affects over 20% of the world's population and poses serious health risks. While
conventional MRI is the gold standard for hepatic steatosis quantification, it
is expensive and has limited availability, especially in rural clinic and third
world settings. Biopsies are invasive and expensive, and ultrasound-based
methods are less accurate. To address these challenges, we introduce a
point-of-care, open, compact MR probe for liver disease diagnosis, with PDFF as
the initial clinical biomarker under evaluation.
The successful
development, validation, regulatory approval and implementation of a portable,
easy-to-use, open, low-cost table-top device for diagnosis and monitoring of MASLD
has the potential to transform liver disease research and clinical care. Rapid
obtainable and well-tolerated point-of-care quantitative assessment of
biomarkers of MASLD will simplify diagnostic workflow, reduce delayed and missed
diagnoses, facilitate earlier intervention, and improve the efficiency and
lower the cost of clinical trials, and clinical care. By delivering advanced
healthcare technology to underserved communities, it will improve access to,
and may help to reduce health disparities. Ultimately, it also could enable
unprecedented global-scale observational research to better understand the
epidemiology and genetics of the disease.Methods
The point-of-care device being developed uses the
same fundamental diagnostic principles that are used in conventional MRI, but
requires only a small, custom, compact open permanent magnet and the
miniaturization of electronic components (Figure 1). We designed a
bed-mounted device featuring low-noise radio-frequency controllers and a
compact open permanent magnet. This open MR device, coupled with advanced data
acquisition and signal processing techniques, allows for the differentiation of
signals from water and fat molecules through molecular diffusion encoding. The
probe collects MR signals from a target region inside of the liver, without
generating an image. Comprehensive details of this novel configuration were recently
published1. Making use of the large magnetic field gradient
generated by the open magnet, this method provides a strong framework for
calculating liver disease biomarkers, encompassing liver fat, T1, and T2 water
and fat components. T1 has shown correlations with liver inflammation, while T2
is linked to liver iron content. Patients are positioned lying on their right
side on a gurney over the open magnet, and the device excites and captures
signals from a sensitive region with an approximate diameter of 8 cm
within the right lobe of the liver. This device stands out from conventional MRI
scanners in that it operates silently (with no magnetic gradient switching) and
is entirely open, ensuring patients are not enclosed in any way.Results
A performance assessment of the point-of-care MR
device on volunteer participants was conducted at the University of California,
San Diego1. Comparative analysis with MRI, using certified phantoms
and in-vivo liver fat content, is depicted in Figure 2. Initial PDFF
testing confirmed a strong correlation between point-of-care device MR, and reference
conventional MRI findings.
After the first
published clinical study1, the acquisition, analysis, and quality
control were automated so that they can be performed by non-expert users. The
automated analysis produces PDFF values in real-time. It also flags unevaluable
results based on novel signal-to-noise ratio assessment methodology.
Further clinical
studies with the fully automated instrument, operated via a touch screen are
ongoing as part of an NIH-funded SBIR Phase I study.Conclusions
Preliminary findings have demonstrated feasibility
and validated the association between Proton Density Fat Fraction (PDFF)
measurements obtained through conventional MRI and those acquired using our
compact MR device in healthy volunteers. Further ongoing research is dedicated
to evaluating the clinical utility and effectiveness of this new diagnostic
tool in patients with known or suspected MASLD. The promising outcome of this
endeavor sets the stage for widespread adoption, enabling disease screening and
treatment monitoring potentially across a large population.Acknowledgements
The authors would like to thank the US National Institutes of Health for their support with grants 1R43DK135225-01 and 1R43EB034626-01A1.References
1.
Barahman
M, Grunvald E, Prado PJ, Bussandri A, Henderson WC, Wolfson T, Fowler KJ, Sirlin CB.
Point-of-care magnetic resonance technology to measure liver fat: Phantom and
first-in-human pilot study. Magnetic Resonance in Medicine, 2022;
88:1794-1805.