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DASH-Obesity: Explainable AI for Family-Centric Personalized Weight Control in Adolescents and Young Adults With Obesity and Chronic Conditions

DASH-Obesity: Explainable AI for Family-Centric Personalized Weight Control in Adolescents and Young Adults With Obesity and Chronic Conditions

Recruiting
18 years and older
All
Phase N/A

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Overview

This prospective single-arm feasibility study evaluates the Adhera Caring Digital Program for Obesity (ACDP-O), a family-centered digital health intervention designed to support adolescents and young adults with overweight/obesity and chronic conditions, including type 1 diabetes (T1D) and asthma. The intervention combines personalized educational content, wearable-device monitoring, psychometric assessments, and explainable artificial intelligence (AI) to improve mental well-being, quality of life, and adherence to healthy lifestyle behaviors. A total of 280 families will participate in a 3-month intervention with remote monitoring and follow-up assessments.

Description

The DASH-Obesity clinical sub-study investigates the feasibility, acceptability, and preliminary effectiveness of the Adhera Caring Digital Program for Obesity (ACDP-O) among families of adolescents and young adults affected by overweight/obesity and chronic conditions.

The intervention utilizes a mobile digital health platform that integrates educational content, behavioral support, psychometric monitoring, wearable-generated digital biomarkers, and explainable AI-based analytics. Participants include adolescents and young adults with overweight/obesity and type 1 diabetes, overweight/obesity and asthma, and a comparison cohort of participants with type 1 diabetes and normal weight.

The study follows a prospective, single-arm, pre-post basket trial design. Participants will complete baseline assessments, engage with the intervention for 90 days, and complete post-intervention and follow-up assessments. Outcomes include feasibility, acceptability, mental well-being, quality of life, caregiver burden, usability, engagement, and disease-specific clinical measures.

Eligibility

Inclusion Criteria:

  • Adult caregiver (aged 18 years or older) of an adolescent or young adult aged 12 to 21 years diagnosed with Type 1 Diabetes (T1D) or asthma.
  • The caregiver is actively involved in the management of the adolescent's or young adult's condition.
  • The adolescent or young adult must meet one of the following criteria:
  • T1D and normal weight (BMI between the 10th and 85th percentile), or
  • T1D and overweight/obesity (BMI ≥85th percentile), or
  • Asthma and overweight/obesity (BMI ≥85th percentile).
  • Willingness to participate in the Adhera Caring Digital Program-Obesity (ACDP-O).
  • Access to a smartphone or internet-enabled device compatible with the study application.
  • Willingness to provide self-reported information regarding the adolescent's or young adult's health status, including disease-related and anthropometric measures.
  • For caregivers of participants with T1D, willingness to share continuous glucose monitoring (CGM) information.

Exclusion Criteria:

  • Severe psychiatric or cognitive conditions that would interfere with participation in the digital intervention.
  • Current participation in another obesity- or chronic disease-related digital health intervention study.
  • Inability or unwillingness to comply with study procedures.
  • Refusal or inability to provide informed consent.

Study details
    Type 1 Diabetes
    T1D
    Obesity & Overweight
    Obesity Type 2 Diabetes Mellitus
    Asthma Acute
    Asthma (Diagnosis)

NCT07638345

Adhera Health, Inc.

27 June 2026

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A clinical trial is a study designed to test specific interventions or treatments' effectiveness and safety, paving the way for new, innovative healthcare solutions.

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