Impact of Artificial Intelligence Algorithm-driven Versus Standard Lifestyle Intervention in Non-Alcoholic Fatty Liver Disease - A Multicenter, Randomized, Open-label, Controlled Trial

Trial statusNot yet recruiting
Trial phaseNot applicable
Trial typeInterventional
Biological sexAll
Age18+
SponsorUniversity Hospital, Toulouse

About this trial

Now considered as a major public health challenge, non-alcoholic fatty liver disease (NAFLD) is rapidly rising as a major cause of end-stage liver disease. NAFLD encompasses a spectrum of conditions, ranging from steatosis, defined by excessive liver fat deposition, to Non-Alcoholic Steato-Hepatitis (NASH), an inflammatory and fibrotic stage which promotes severe complications such as cirrhosis and hepatocellular carcinoma.

Although several drugs are currently under clinical development to limit inflammation and fibrosis processes, clinical evidence and previous studies support the role of lifestyle intervention (dietary modifications and exercise) as a cornerstone for NAFLD management. Indeed, insulin resistance is a key pathogenic trigger of the disease and patients with NAFLD are frequently obese and/or have type 2 diabetes. Therefore, lifestyle intervention should be implemented as early as possible in the disease course, from the first evidence of steatosis.

Designing lifestyle interventions with good efficacy and sustainability for patients with NAFLD, and with acceptable medico-economic costs, is thus urgently needed. However, the optimal way to implement such lifestyle modification programs remains unclear. Technological innovations in health-monitoring devices recently made it possible to propose disruptive lifestyle interventions, but the value of such strategies has not been addressed in NAFLD so far.

Eligibility criteria

This trial does not accept healthy volunteers

Qualifiers

Male or female aged 18 years or older;

Body mass index (BMI) between 25.0 and 45.0 kg/m² (including limit values);

Stable body weight for at least 3 months prior to inclusion (weight gain or loss < 3%);

Medical history supporting the diagnosis of Non-alcoholic Fatty Liver Disease diagnosis (including available biology, imaging and/or histology data from the medical file);

Disqualifiers

History of liver disease other than NAFLD;

History of cirrhosis and/or liver cancer;

History of alcohol abuse and/or significant consumption in the past six months;

AST or ALT > 5 times the upper limit of normal;

Trial design

Design model

Parallel

Treatments tested in this trial

  • Fibroscan CAP/VTE

    Other intervention

    A FibroScan CAP is a specific ultrasound technology that allows for the assessment of liver stiffness and lipid alterations by measuring: * Liver elasticity, defined by the speed at which sound waves propagate. This correlates well with the degree of liver fibrosis. * The attenuation of ultrasound waves in the liver. This correlates with steatosis.

  • Randomization

    Other intervention

    In order to ensure the comparability of both arms (connected versus standard lifestyle intervention) in terms of major confounding factors, the 1:1 randomization procedure is planned to be stratified by centre, gender and history of diabetes.

  • MRI-PDFF

    Radiation

    Proton density fat fraction magnetic resonance imaging (PDFF MRI) of liver tissue is a non-invasive and quantitative biomarker, derived from magnetic resonance imaging, that allows for the assessment of liver fat content.

  • Diet and physical activity personalized advice

    Behavioral

    If the participant is randomized in the control group, a final interview with the investigator validates the lifestyle modification advice given. If the participant is randomized in the connected intervention group, she/he receives training in the use of the telemonitoring device and her/his characteristics are entered into the software so that she/he can benefit from personalized advice concerning his diet and physical activity.

  • Evaluation of nutritional intakes

    Behavioral

    This is a survey on patients' food intake (meals, snacks, drinks). For 3 days, they will have to indicate the exact nature of the product consumed, its quantity, the cooking method, the fat used and its quantity, as well as the time and place of consumption.

  • Evaluation of nutritional knowledge questionnaire

    Behavioral

    This is a questionnaire about knowledge in nutrition and physical activity, consisting of 19 multiple-choice questions

  • Evaluation of physical activity level (GPAQ)

    Behavioral

    This questionnaire asks about the time the patient spends on different physical activities during the week. It is divided into four sections: "activities at work," "traveling from one place to another," "leisure activities," and "sedentary behavior." The patient must answer a total of 16 questions.

  • Quality of life (EQ 5D 5L)

    Behavioral

    This is a quality of life questionnaire consisting of 5 questions covering the following areas: mobility, independence, daily activities, pain/discomfort, and anxiety/depression. In addition, this questionnaire also includes a scale from 0 (worst imaginable health condition) to 100 (best imaginable health condition) on which the respondent can indicate their health status.

  • Number and time of connections

    Behavioral

    This document details the connection data that will be collected during the study: - Educational software and S@VE LIVER application: connection dates, duration of use, number of uses * Sensor: dates and number of uses for each sensor, synchronization dates * Technical alerts: date and number of alerts received per patient during monitoring

  • Satisfaction questionnaire

    Behavioral

    This is a patient satisfaction questionnaire regarding: * the training received at the beginning of the protocol * the ease of use of the device's components * the device's functionality * the device's usefulness * meal logging * the recipe section * the connected scale * the activity tracker * all the software The patient can write comments in each section

Treatment groups

216 Participants
are divided into 2 treatment groups
Group A: Standard lifestyle interventionActive comparator 8 interventions
Group B: Connected lifestyle interventionExperimental treatment 10 interventions

Trial outcomes

Primary outcomes

1

Proportion of participants with a relative decline of at least 30% in liver fat

Percentage of participants with a relative decline of at least 30% in liver fat content measured by MRI-PDFF (Proton Density Fat Fraction) from baseline to 12 months, i.e. at the end of the intervention period.

Time frame
12 months

Secondary outcomes

1

Determination of fat content

Percentage of liver fat content measured by PDF MRI

Time frame
12 months
2

Determination of fat content

Liver fat percentage measured by Fibroscan CAP

Time frame
24 months
3

Determination of the fibrosis score

Percentage of fibrosis score measured by Fibroscan® Vibration-controlled Transient Elastography (VTE)

Time frame
24 months

Other outcomes

Sponsors and contacts

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