Integrated Ultrasound-Derived Fat Fraction and 2D/4D HeartAI for Cardiovascular Risk Management in Patients With MASLD (MUCHAI)

April 16, 2026 updated by: Minjie Wan, First Affiliated Hospital, Sun Yat-Sen University

Integration of Ultrasound-Derived Fat Fraction With 2D and 4D HeartAI for Cardiovascular Risk Management in Patients With Metabolic Dysfunction-Associated Steatotic Liver Disease: A Prospective Observational Cohort Study

This prospective observational cohort study aims to evaluate the association between liver fat fraction measured by ultrasound-derived fat fraction (UDFF) and cardiac functional parameters assessed by 2D and 4D HeartAI in adult patients with metabolic dysfunction-associated steatotic liver disease (MASLD). Participants will undergo baseline assessment and repeat evaluations at 6, 12, and 36 months. The study will assess the diagnostic performance of integrated UDFF-HeartAI analysis for detecting subclinical cardiac abnormalities and identify predictors of cardiovascular risk progression and major adverse cardiovascular events in patients with MASLD.

Study Overview

Status

Status

Indicates the current recruitment status or the expanded access status.
Not yet recruiting

Conditions

Conditions

The disease, disorder, syndrome, illness, or injury that is being studied. On ClinicalTrials.gov, conditions may also include other health-related issues, such as lifespan, quality of life, and health risks.

Study Type

Study Type

Describes the nature of a clinical study. Study types include interventional studies (also called clinical trials), observational studies (including patient registries), and expanded access.
Observational

Enrollment (Estimated)

Enrollment

The number of participants in a clinical study. The "anticipated" enrollment is the target number of participants that the researchers need for the study.
700

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Locations

  • China
    • Guangdong
      • Guangzhou, Guangdong, China
        • The First Affiliated Hospital, Sun Yat-sen University

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Eligibility Criteria

The key requirements that people who want to participate in a clinical study must meet or the characteristics they must have. Eligibility criteria consist of both inclusion criteria (which are required for a person to participate in the study) and exclusion criteria (which prevent a person from participating). Types of eligibility criteria include whether a study accepts healthy volunteers, has age or age group requirements, or is limited by sex.

Ages Eligible for Study

  • Adult
  • Older Adult

Accepts Healthy Volunteers

No

Sampling Method

Non-Probability Sample

Study Population

Adult patients aged 18 to 75 years with metabolic dysfunction-associated steatotic liver disease (MASLD), diagnosed by imaging or biopsy and with at least one cardiometabolic risk factor, who are recruited from the Department of Ultrasound, The First Affiliated Hospital of Sun Yat-sen University. This is a prospective observational cohort study with baseline and follow-up assessments at 6, 12, and 36 months.

Description

Inclusion Criteria:

  • Adults aged 18 to 75 years
  • Diagnosis of MASLD based on imaging or biopsy
  • Presence of at least one cardiometabolic risk factor, such as BMI ≥25 kg/m², type 2 diabetes mellitus, or dyslipidemia
  • No contraindication to ultrasound imaging

Exclusion Criteria:

  • Significant alcohol consumption: >20 g/day for women or >30 g/day for men Secondary causes of hepatic steatosis, such as viral hepatitis or autoimmune liver disease
  • Known advanced heart failure (New York Heart Association class III-IV)
  • Recent cardiovascular event within 6 months
  • Pregnancy
  • Inability to complete follow-up

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

Cohorts and Interventions

Group / Cohort

Group / Cohort

A group or subgroup of participants in an observational study that is assessed for biomedical or health outcomes.
Group 1: MASLD participants with elevated liver fat burden
Participants with higher UDFF values.
Group 2: MASLD participants with lower liver fat burden
Participants with lower UDFF values.

What is the study measuring?

Primary Outcome Measures

Primary Outcome Measures

In a clinical study's protocol, the planned outcome measure that is the most important for evaluating the effect of an intervention/treatment. Most clinical studies have one primary outcome measure, but some have more than one.
Outcome Measure
Measure Description
Time Frame
Incidence of major adverse cardiovascular events (MACE)
Time Frame: Up to 36 months
Composite of cardiovascular death and non-fatal cardiovascular events, including non-fatal acute myocardial infarction, hospitalization for heart failure, unstable angina, hospitalization for atherosclerotic vascular disease, non-fatal stroke, transient ischemic attack, or lower limb ischemia.
Up to 36 months

Secondary Outcome Measures

Secondary Outcome Measures

In a clinical study's protocol, a planned outcome measure that is not as important as the primary outcome measure for evaluating the effect of an intervention but is still of interest. Most clinical studies have more than one secondary outcome measure.
Outcome Measure
Measure Description
Time Frame
Subclinical cardiac dysfunction
Time Frame: Baseline, 6 months, 12 months, and 36 months
Defined by abnormalities such as left ventricular ejection fraction <50% or abnormal left ventricular global longitudinal strain.
Baseline, 6 months, 12 months, and 36 months

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

Sponsor

The organization or person who initiates the study and who has authority and control over the study.
First Affiliated Hospital, Sun Yat-Sen University

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Estimated)

Study Start

The actual date on which the first participant was enrolled in a clinical study. The "anticipated" study start date is the date that the researchers think will be the study start date.
June 1, 2026

Primary Completion (Estimated)

Primary Completion

The date on which the last participant in a clinical study was examined or received an intervention to collect final data for the primary outcome measure. Whether the clinical study ended according to the protocol or was terminated does not affect this date. For clinical studies with more than one primary outcome measure with different completion dates, this term refers to the date on which data collection is completed for all the primary outcome measures. The "anticipated" primary completion date is the date that the researchers think will be the primary completion date for the study.
May 31, 2030

Study Completion (Estimated)

Study Completion

The date on which the last participant in a clinical study was examined or received an intervention/treatment to collect final data for the primary outcome measures, secondary outcome measures, and adverse events (that is, the last participant's last visit). The "anticipated" study completion date is the date that the researchers think will be the study completion date.
May 31, 2030

Study Registration Dates

First Submitted

First Submitted

The date on which the study sponsor or investigator first submitted a study record to ClinicalTrials.gov. There is typically a delay of a few days between the first submitted date and the record's availability on ClinicalTrials.gov (the first posted date).
April 16, 2026

First Submitted That Met QC Criteria

First Submitted That Met QC Criteria

The date on which the study sponsor or investigator first submits a study record that is consistent with National Library of Medicine (NLM) quality control (QC) review criteria. The sponsor or investigator may need to revise and submit a study record one or more times before NLM's QC review criteria are met. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
April 16, 2026

First Posted (Actual)

First Posted

The date on which the study record was first available on ClinicalTrials.gov after National Library of Medicine (NLM) quality control (QC) review has concluded. There is typically a delay of a few days between the date the study sponsor or investigator submitted the study record and the first posted date.
April 22, 2026

Study Record Updates

Last Update Posted (Actual)

Last Update Posted

The most recent date on which changes to a study record were made available on ClinicalTrials.gov. There may be a delay between when the changes were submitted to ClinicalTrials.gov by the study's sponsor or investigator (the last update submitted date) and the last update posted date.
April 22, 2026

Last Update Submitted That Met QC Criteria

Last Update Submitted That Met QC Criteria

The most recent date on which the study sponsor or investigator submitted changes to a study record that are consistent with National Library of Medicine (NLM) quality control (QC) review criteria. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
April 16, 2026

Last Verified

Last Verified

The most recent date on which the study sponsor or investigator confirmed the information about a clinical study on ClinicalTrials.gov as accurate and current. If a study with a recruitment status of recruiting; not yet recruiting; or active, not recruiting has not been confirmed within the past 2 years, the study's recruitment status is shown as unknown.
April 1, 2026

More Information

Terms related to this study

Keywords

Other Study ID Numbers

Other Study ID Numbers

Identifiers or ID numbers other than the NCT number that are assigned to a clinical study by the study's sponsor, funders, or others. These numbers may include unique identifiers from other trial registries and National Institutes of Health grant numbers.
  • SYSUFH-MASLD-2026-01

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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