MRI-Based Neurodevelopmental Risk Stratification in Infants With White Matter Injury
Multicenter Study for Developing an MRI Assessment System for Neurodevelopmental Risk Stratification in Infants With White Matter Injury
The goal of this observational study is to develop and evaluate an MRI-based assessment system for predicting neurodevelopmental outcomes in infants with punctate white matter lesions (PWML). This is a multicenter, bidirectional cohort study that includes both a retrospective cohort identified from existing clinical and imaging databases and a prospective cohort of consecutively enrolled participants. The study aims to better understand how MRI findings are associated with later developmental outcomes and to identify imaging markers that may help stratify developmental risk.
The main questions it aims to answer are:
- Which MRI features are associated with adverse neurodevelopmental outcomes in infants with PWML?
- Can MRI-based quantitative assessment methods provide early risk stratification for neurodevelopmental outcomes in infants with PWML?
Participants with PWML diagnosed by brain MRI will be followed and evaluated for neurodevelopmental outcomes. Researchers will analyze clinical information and MRI findings collected from participants to develop and validate prediction models. Participants will:
- undergo brain MRI examinations according to clinical protocols;
- receive standardized neurodevelopmental assessments during follow-up;
- have their MRI findings and developmental outcomes analyzed to identify factors associated with later neurodevelopment.
研究概览
地位
研究类型
注册 (估计的)
联系人和位置
学习联系方式
- 姓名:Jian Yang
- 电话号码:+86 18991232396
- 邮箱:yj1118@mail.xjtu.edu.cn
学习地点
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Ankang、中国
- Ankang Central Hospital
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接触:
- Yukun Liang
- 电话号码:+86 0915-3284060
- 邮箱:452838744@qq.com
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Chengdu、中国
- Sichuan Provincial Maternity and Child Health Care Hospital
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接触:
- Min Kang
- 电话号码:+86 28 8773 8249
- 邮箱:1073297610@qq.com
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Hangzhou、中国
- Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University
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接触:
- Haibin Wang
- 电话号码:+86 0571-56005600
- 邮箱:haibinw0818@163.com
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Lanzhou、中国
- Gansu Province Maternity and Child Health Hospital
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接触:
- Dalin Zhu
- 电话号码:+86 0931-5188888
- 邮箱:zdlldz@126.com
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Qinghai、中国
- Qinghai Red Cross Hospital
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接触:
- Zhao Feng
- 电话号码:+86 0971-8290706
- 邮箱:feng001zhao@126.com
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Shanghai、中国
- Shanghai Children's Hospital, School of Medicine, Shanghai Jiaotong University
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接触:
- Haoxiang Jiang
- 电话号码:+86 021-5297601
- 邮箱:wyshzl@126.com
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Shijiazhuang、中国
- Hebei Children's Hospital
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接触:
- Shujing Li
- 电话号码:+86 0311-85911234
- 邮箱:lishujing1976@126.com
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Suzhou、中国
- Children's Hospital of Soochow University
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接触:
- WanLiang Guo
- 电话号码:+86 0512-80693588
- 邮箱:gwlsuzhou@163.com
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Xianyang、中国
- The Second Affiliated Hospital of Shaanxi University of Chinese Medicine
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接触:
- Changyi Guo
- 电话号码:+86 029-33579191
- 邮箱:344952556@qq.com
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Shaanxi
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Xi'an、Shaanxi、中国、710061
- First Affiliated Hospital of Xi'an Jiaotong University
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接触:
- Jian Yang
- 电话号码:+86 18991232396
- 邮箱:yj1118@mail.xjtu.edu.cn
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参与标准
资格标准
适合学习的年龄
接受健康志愿者
有资格学习的性别
取样方法
研究人群
This study includes infants with punctate white matter lesions (PWML) diagnosed by conventional brain MRI. Eligible participants are infants born at a gestational age of ≥32 weeks and <42 weeks who underwent MRI examination at a corrected gestational age of ≤45 weeks. This multicenter observational cohort study includes retrospective and prospective participants. Clinical information, MRI findings, and longitudinal neurodevelopmental outcomes will be collected to investigate MRI-based assessment methods and predictors of adverse neurodevelopmental outcomes.
描述
Inclusion Criteria:
- Gestational age ≥32 weeks and <42 weeks at birth.
- Brain MRI performed at a corrected gestational age ≤45 weeks.
- Punctate white matter lesions (PWML) diagnosed by conventional brain MRI.
Exclusion Criteria:
- Other confirmed brain lesions, such as severe intracranial hemorrhage or cerebral infarction.
- Congenital developmental abnormalities.
- Confirmed genetic or metabolic diseases.
- Conditions that severely affect MRI assessment or neurological/developmental evaluation.
- Inability to complete required MRI assessment or follow-up evaluation.
学习计划
研究是如何设计的?
设计细节
- 观测模型:COHORT
- 时间观点:OTHER
队列和干预
团体/队列 |
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Moderate-to-Late Preterm Infants with PWML
This cohort includes infants born at 32 to less than 37 weeks of gestation with punctate white matter lesions diagnosed by brain MRI. Participants will undergo clinical data collection, MRI assessment, and longitudinal neurodevelopmental follow-up to evaluate developmental outcomes. |
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Term Infants with PWML
This cohort includes infants born at 37 to less than 42 weeks of gestation with punctate white matter lesions diagnosed by brain MRI. Participants will undergo clinical data collection, MRI assessment, and longitudinal neurodevelopmental follow-up to evaluate developmental outcome |
研究衡量的是什么?
主要结果指标
结果测量 |
措施说明 |
大体时间 |
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Adverse neurodevelopmental outcome at 2 Years
大体时间:At 2 Years of Age
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The percentage of participants with an adverse neurodevelopmental outcome at 2 years of age will be assessed using standardized developmental assessment tools, including the Bayley Scales of Infant and Toddler Development, Second or Fourth Edition (Bayley-II or Bayley-IV), Gesell Developmental Schedules, or the Children's Neuropsychological Development Scale, according to the assessment tool and version used at each participating center. Adverse neurodevelopmental outcome will be defined according to predefined criteria based on developmental assessment scores in the cognitive, motor, and language domains, when available. MRI-derived measures will be analyzed to characterize the extent and pattern of white matter injury and to evaluate their prognostic value for subsequent neurodevelopmental outcomes. These measures will include lesion burden, semiquantitative MRI metrics, DTI-based measures, and structural disconnection measures derived from multimodal MRI. |
At 2 Years of Age
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次要结果测量
结果测量 |
措施说明 |
大体时间 |
|---|---|---|
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Cognitive Developmental Outcome
大体时间:At scheduled neurodevelopmental follow-up assessments at 6 months, 1 year, 2 years, and 3-5 years of age
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Cognitive development will be assessed using standardized developmental assessment tools, including the Bayley Scales of Infant and Toddler Development, Second or Fourth Edition (Bayley-II or Bayley-IV), Gesell Developmental Schedules, or the Children's Neuropsychological Development Scale, according to the assessment tool and version used at each participating center. Cognitive impairment will be defined according to predefined score thresholds.The prognostic value of MRI-derived metrics for cognitive impairment will be evaluated. These metrics will include PWML burden, lesion distribution, semi-quantitative metrics, DTI-based measures, and structural disconnection measures. |
At scheduled neurodevelopmental follow-up assessments at 6 months, 1 year, 2 years, and 3-5 years of age
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Motor Developmental Outcome
大体时间:At scheduled neurodevelopmental follow-up assessments at 6 months, 1 year, 2 years, and 3-5 years of age
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Motor development will be assessed using standardized developmental assessment tools, including the Bayley Scales of Infant and Toddler Development, Second or Fourth Edition (Bayley-II or Bayley-IV), Gesell Developmental Schedules, or the Children's Neuropsychological Development Scale, according to the assessment tool and version used at each participating center. Motor impairment will be defined according to predefined score thresholds. The prognostic value of MRI-derived metrics for motor impairment will be evaluated. These metrics will include PWML burden, lesion distribution, semi-quantitative metrics, DTI-based measures, and structural disconnection measures. |
At scheduled neurodevelopmental follow-up assessments at 6 months, 1 year, 2 years, and 3-5 years of age
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Language Developmental Outcome
大体时间:At scheduled neurodevelopmental follow-up assessments at 6 months, 1 year, 2 years, and 3-5 years of age
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Language development will be assessed using standardized developmental assessment tools, including the Bayley Scales of Infant and Toddler Development, Fourth Edition (Bayley-IV), Gesell Developmental Schedules, or the Children's Neuropsychological Development Scale, when available and according to the assessment tool and version used at each participating center. Language impairment will be defined according to predefined score thresholds. The prognostic value of MRI-derived metrics for language impairment will be evaluated. These metrics will include PWML burden, lesion distribution, semi-quantitative metrics, DTI-based measures, and structural disconnection measures. |
At scheduled neurodevelopmental follow-up assessments at 6 months, 1 year, 2 years, and 3-5 years of age
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合作者和调查者
出版物和有用的链接
一般刊物
- Wisnowski JL, Wintermark P, Bonifacio SL, Smyser CD, Barkovich AJ, Edwards AD, de Vries LS, Inder TE, Chau V; Newborn Brain Society Guidelines and Publications Committee. Neuroimaging in the term newborn with neonatal encephalopathy. Semin Fetal Neonatal Med. 2021 Oct;26(5):101304. doi: 10.1016/j.siny.2021.101304. Epub 2021 Oct 29.
- Kennedy E, Guo T, Williams S, Selvanathan T, Alsweiler JM, Bloomfield FH, Battin M, Dubowitz D, Miller SP, Morgan C, Perry D, Stott NS, Harding JE; MR DIAMOND and MoPED Study Groups. Punctate White Matter Abnormality in Moderate-to-Late Preterm Infants. Ann Neurol. 2025 Aug;98(2):329-340. doi: 10.1002/ana.27261. Epub 2025 Jun 9.
- Mitha A, Chen R, Razaz N, Johansson S, Stephansson O, Altman M, Bolk J. Neurological development in children born moderately or late preterm: national cohort study. BMJ. 2024 Jan 24;384:e075630. doi: 10.1136/bmj-2023-075630.
- Cayam-Rand D, Guo T, Grunau RE, Benavente-Fernandez I, Synnes A, Chau V, Branson H, Latal B, McQuillen P, Miller SP. Predicting developmental outcomes in preterm infants: A simple white matter injury imaging rule. Neurology. 2019 Sep 24;93(13):e1231-e1240. doi: 10.1212/WNL.0000000000008172. Epub 2019 Aug 29.
- Guo T, Duerden EG, Adams E, Chau V, Branson HM, Chakravarty MM, Poskitt KJ, Synnes A, Grunau RE, Miller SP. Quantitative assessment of white matter injury in preterm neonates: Association with outcomes. Neurology. 2017 Feb 14;88(7):614-622. doi: 10.1212/WNL.0000000000003606. Epub 2017 Jan 18.
- Hayman M, van Wezel-Meijler G, van Straaten H, Brilstra E, Groenendaal F, de Vries LS. Punctate white-matter lesions in the full-term newborn: Underlying aetiology and outcome. Eur J Paediatr Neurol. 2019 Mar;23(2):280-287. doi: 10.1016/j.ejpn.2019.01.005. Epub 2019 Jan 26.
- Inder TE, Volpe JJ, Anderson PJ. Defining the Neurologic Consequences of Preterm Birth. N Engl J Med. 2023 Aug 3;389(5):441-453. doi: 10.1056/NEJMra2303347. No abstract available.
- Rees P, Callan C, Chadda KR, Vaal M, Diviney J, Sabti S, Harnden F, Gardiner J, Battersby C, Gale C, Sutcliffe A. Preterm Brain Injury and Neurodevelopmental Outcomes: A Meta-analysis. Pediatrics. 2022 Dec 1;150(6):e2022057442. doi: 10.1542/peds.2022-057442.
研究记录日期
研究主要日期
学习开始 (估计的)
初级完成 (估计的)
研究完成 (估计的)
研究注册日期
首次提交
首先提交符合 QC 标准的
首次发布 (实际的)
研究记录更新
最后更新发布 (实际的)
上次提交的符合 QC 标准的更新
最后验证
更多信息
与本研究相关的术语
其他研究编号
- MR-61-26-042984
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