Granted Patent B2

US 12,521,057 · App. 17/496,879 · Granted Jan 13, 2026

Inventors: Ashvin Bashyam (Austin, TX); Christopher Frangieh (Cambridge, MA); Michael J. Cima (Winchester, MA)

Assignee: Massachusetts Institute of Technology

A61B5/4244G01R33/50G01R33/56341

Abstract

Claims (33)

1 . A method for staging liver fibrosis in a patient, the method comprising:

measuring, using one or more RF coils and a processor, a depth-resolved diffusion-weighted, multicomponent T2 relaxometry signal of the liver or a portion thereof; and

determining a fibrosis grade of the liver or portion thereof based on the measured diffusion-weighted relaxometry signal, which signal correlates with true fibrosis and differs among liver fibrosis grades.

2 . The method of claim 1 , further comprising diagnosing, based at least in part on the fibrosis grade, at least one of: liver cirrhosis, hepatitis, alcoholic liver disease, or cholangitis, in the patient.

3 . The method of claim 1 , wherein the measuring comprises use of one or more permanent magnets configured to enable a single-sided NMR measurement.

4 . The method of claim 3 , wherein the one or more permanent magnets comprise a unilateral linear Halbach array of permanent magnets.

5 . The method of claim 1 , wherein the patient is a human.

6 . The method of claim 1 , further comprising diagnosing, based at least in part on the fibrosis grade, at least one of: nonalcoholic fatty liver disease (NAFLD) or nonalcoholic steatohepatitis (NASH) in the patient.

7 . A system for non-invasive staging of liver fibrosis in a patient, the system comprising:

one or more magnets configured to provide a static magnetic field source;

one or more RF transmitter coils connected to a pulse sequence generator, wherein the one or more RF transmitter coils and the pulse sequence generator are configured to apply a varying magnetic field to liver tissues of the patient;

one or more RF receiver coils configured to detect a magnetic field generated within the liver of the patient; and

a signal acquisition and processor system configured to acquire signals from the one or more RF receiver coils and perform a relaxation time (T2) relaxometry measurement,

wherein the signal acquisition and processor system is configured to:

use a CPMG pulse sequence to produce MR signals;

decompose the MR signals to identify constituent relaxation times and their corresponding amplitudes; and

use the relaxation times and their corresponding amplitudes to determine the fibrosis grade of the liver of the patient.

8 . The system of claim 7 , wherein the static magnetic field source is a magnetic field that is uniform, optionally uniform to within 1% field uniformity.

9 . The system of claim 7 , wherein the RF transmitter coils have a frequency range from 1 MHz to 50 MHz.

10 . The system of claim 7 , wherein the RF transmitter coils have a frequency range from 100 kHz to 20 MHz.

11 . The system of claim 7 , wherein the use of the relaxation times and their corresponding amplitudes to determine the fibrosis grade of the liver of the patient comprises determining the difference in amplitude of an extracellular fluid component at a short and a long echo time.

12 . The system of claim 7 , wherein the one or more magnets comprise a unilateral linear Halbach array of permanent magnets.

13 . The method of claim 1 , wherein determining the fibrosis grade is based on an amplitude of the measured diffusion-weighted relaxometry signal.

14 . A method for non-invasively staging liver fibrosis in human patient, the method comprising:

measuring a diffusion-weighted relaxometry signal of the liver or a portion thereof; and

determining the fibrosis grade of the liver or portion thereof based on the measured diffusion-weighted relaxometry signal,

wherein a portable magnetic resonance sensor generates a CPMG pulse sequence to produce MR signals, the MR signals are decomposed to identify constituent relaxation times and their corresponding amplitudes, and the fibrosis grade of the liver is directly determined using the relaxation times and their corresponding amplitudes.

15 . A method comprising:

applying a varying magnetic field to liver tissues of a human patient;

measuring a diffusion-weighted relaxometry signal of the liver; and

using the measured diffusion-weighted relaxometry signal from the liver to differentiate among fibrosis grades and between NAFLD and NASH in the patient,

wherein MR signals are decomposed to identify constituent relaxation times and their corresponding amplitudes, and differences in amplitude of an extracellular fluid component in the liver tissues at short and long echo times are determined.

16 . The method of claim 14 , wherein the amplitudes are associated with an extracellular fluid component at a short and long echo time.

Assignments (2)

Continuity (2)

References Cited (58)