Predicting the Outcome of ADHD in White Matter Injure Neonates With Multi-modality MRI

Multi-center Longitudinal Clinical Study on the Evolution of Neonatal White Matter Injure to ADHD Based on Multi-modality MRI

The goal of this bidirectional observational cohort study is to investigate the longitudinal relationship between neonatal white matter injury (WMI) and the subsequent development of attention-deficit/hyperactivity disorder (ADHD), and to identify early MRI-based markers associated with ADHD-related outcomes. The study includes both retrospective and prospective cohorts to dynamically evaluate the evolution of brain injury, brain development, and behavioral outcomes from infancy to childhood.

The main questions it aims to answer are:

Are neonatal WMI characteristics associated with the subsequent development of ADHD? Which MRI-derived features, including semi-quantitative WMI assessment, microstructural alterations, and structural disconnection patterns, are associated with ADHD-related outcomes?

Participants with neonatal WMI will undergo longitudinal clinical, neurodevelopmental, and behavioral follow-up. Researchers will analyze clinical information and MRI findings to characterize WMI evolution and identify imaging markers associated with ADHD risk. Participants will:

undergo brain MRI examinations according to clinical protocols; receive standardized neurodevelopmental and behavioral assessments during follow-up; have MRI-derived measures, including semi-quantitative WMI scores, white matter microstructural features, and structural disconnection measures, analyzed to investigate their associations with ADHD-related outcomes.

Study Overview

Status

Completed

Conditions

Detailed Description

White matter injury (WMI) is a common form of neonatal brain injury and may be associated with altered brain development and later neurodevelopmental disorders. Previous studies have suggested that abnormalities in brain microstructure and connectivity after neonatal WMI may overlap with neural circuits involved in attention and executive function. However, the longitudinal evolution of neonatal WMI and its relationship with the development of attention-deficit/hyperactivity disorder (ADHD) remain incompletely understood.

This bidirectional observational cohort study will investigate the association between neonatal WMI characteristics and later ADHD-related outcomes through longitudinal clinical and neuroimaging follow-up. The study includes retrospective and prospective cohorts to characterize brain developmental trajectories after neonatal WMI.

Multimodal MRI analyses were performed to quantify WMI-related brain alterations, including conventional MRI-based semi-quantitative assessment, white matter microstructural measurements, and structural disconnection analysis. These MRI-derived features were evaluated in relation to subsequent neurodevelopmental and behavioral outcomes to identify early imaging markers associated with ADHD risk.

Study Type

Observational

Enrollment (Actual)

348

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

      • Hangzhou, China
        • Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University
      • Lanzhou, China
        • Gansu Province Maternity and Child Health Hospital
      • Qinghai, China
        • Qinghai Red Cross Hospital
      • Shijiazhuang, China
        • Hebei Children's Hospital
      • Suzhou, China
        • Children's Hospital of Soochow University
      • Wuxi, China
        • Wuxi Children's Hospital
      • Xi'an, China
        • Northwest Women's and Children's Hospital
      • Xianyang, China
        • The Second Affiliated Hospital of Shaanxi University of Chinese Medicine
    • Shaanxi
      • Xi'an, Shaanxi, China
        • First Affiliated Hospital of Xi'an Jiaotong 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

Ages Eligible for Study

1 day and older (Child, Adult, Older Adult)

Accepts Healthy Volunteers

No

Genders Eligible for Study

All

Sampling Method

Non-Probability Sample

Study Population

The study population is derived from a multicenter neonatal and infant clinical and multimodal MRI database established through a national research project. The database includes clinical information and multimodal MRI data collected from multiple clinical centers. This bidirectional observational cohort study includes neonates with white matter injury (WMI) identified on brain MRI and control neonates without apparent abnormalities on routine MRI. Eligible participants will be screened from the existing database, and clinical characteristics, MRI findings, and longitudinal neurobehavioral outcomes will be analyzed to investigate the association between neonatal brain injury patterns and later developmental outcomes.

Description

Inclusion Criteria:

  • Neonates diagnosed with white matter injury (WMI) or neonates without obvious abnormalities on routine MRI examination from the multicenter database.
  • Brain MRI examination performed within 28 days after birth, with gestational age ≤42 weeks at examination.
  • Complete MRI data available, including T1-weighted imaging (T1WI), T2-weighted imaging (T2WI), and diffusion tensor imaging (DTI).
  • Complete maternal and pregnancy history information, neonatal demographic characteristics, and clinical information available.

Exclusion Criteria:

  • Congenital nervous system developmental malformations or suspected genetic or metabolic diseases.
  • Obvious MRI artifacts affecting image evaluation.
  • Inability to complete follow-up neurobehavioral assessments.

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

  • Observational Models: COHORT
  • Time Perspectives: OTHER

Cohorts and Interventions

Group / Cohort
White matter injure group

Neonates presented with punctate, linear, or clustered white matter lesions at the center of the semiovale and lateral ventricles, with TIWI hyper-intensive s and with or without T2WI hypointensity.

Control group

No abnormal signals are found on both conventional and diffusion images. SWI and ASL are also considered when necessary.

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Attention-Deficit/Hyperactivity Disorder (ADHD) Diagnosis
Time Frame: At 3-5 years of age

ADHD diagnosis will be determined according to the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) criteria, combined with standardized behavioral assessment using the Swanson, Nolan, and Pelham (SNAP) questionnaire. The number of participants meeting the diagnostic criteria for ADHD at follow-up will be recorded.

At 3-5 years of age

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Cognitive Developmental Outcome
Time Frame: During infancy follow-up assessments (6 months to 5 years of age)

Cognitive development will be assessed using standardized developmental assessment tools, including the Bayley Scales of Infant Development, Second Edition (BSID-II), Gesell Developmental Schedules, and the Developmental scale for children aged 0~6 years, according to participant age and assessment availability. Cognitive developmental scores will be recorded, and cognitive impairment will be defined according to predefined criteria. The associations between early MRI findings, including semi-quantitative WMI assessment, white matter microstructural features, and structural disconnection measures, and cognitive developmental outcomes will be evaluated.

During infancy follow-up assessments (6 months to 5 years of age)
Motor Developmental Outcome
Time Frame: During infancy follow-up assessments (6 months to 5 years of age)

Motor development will be assessed using standardized developmental assessment tools, including the Bayley Scales of Infant Development, Second Edition (BSID-II), Gesell Developmental Schedules, and the Developmental scale for children aged 0~6 years, according to participant age and assessment availability. Motor developmental scores will be recorded, and motor impairment will be defined according to predefined criteria. The associations between early MRI findings, including semi-quantitative WMI assessment, white matter microstructural features, and structural disconnection measures, and motor developmental outcomes will be evaluated.

During infancy follow-up assessments (6 months to 5 years of age)

Collaborators and Investigators

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

Sponsor

Investigators

  • Study Chair: Jian Yang, Ph.D.,M.D., First Affiliated Hospital Xi'an Jiaotong 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 (Actual)

January 29, 2023

Primary Completion (Actual)

August 23, 2024

Study Completion (Actual)

May 30, 2025

Study Registration Dates

First Submitted

December 28, 2022

First Submitted That Met QC Criteria

September 19, 2026

First Posted (Actual)

September 23, 2026

Study Record Updates

Last Update Posted (Actual)

September 23, 2026

Last Update Submitted That Met QC Criteria

September 19, 2026

Last Verified

December 1, 2022

More Information

Terms related to this study

Other Study ID Numbers

  • XJTU1AF-CRF-2020-005

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

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