Prediction of Adverse Outcome Using Fetal MRI in Pregnancies at Risk of Preterm Birth
Individualised Risk Prediction of Adverse Neonatal Outcome in Pregnancies That Deliver Preterm Using Advanced MRI Techniques and Machine Learning
1 other identifier
interventional
175
1 country
1
Brief Summary
1.4% of babies have a very premature birth (PTB) (less than 32 weeks of pregnancy). This can result in severe life-long complications including cerebral palsy, learning and behavioural difficulties and breathing problems. This has significant cost implications for the NHS, education services and immeasurable human costs for the child and their family. Early delivery may result from maternal infection or poor attachment of the placenta to the womb, which may also cause abnormal brain and lung development. Even where obvious signs of infection are not present in the mother, subtle infection is often present in the baby. Currently there is no test routinely used to see if there is an infection of the baby inside the womb, and it is unknown how the placenta develops in babies that subsequently deliver preterm. Using MRI, the investigators will assess the baby's thymus and placenta for signs of infection and assess how the lungs and brain are developing whilst still in the womb. Machine learning techniques, where computers analyze all the results together, will then be used to see if these scans can identify babies that do poorly after birth. 137 pregnant women at high risk of PTB (between 16-32 weeks of pregnancy) and 183 women with uncomplicated pregnancies will be invited to participate. Women will have an MRI scan of the fetus assessing the lung, brain, thymus and placenta. Where high risk women do not deliver, repeat imaging will be offered every two weeks (maximum 3). After birth the investigators will see if infection was present by analysing the placenta under a microscope, and see how the baby does. All the information from scans and after birth will be put into a computer, to predict which babies do poorly after birth. Health records of the child will be accessed up to two years of age.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started Dec 2021
Longer than P75 for not_applicable
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
November 15, 2021
CompletedStudy Start
First participant enrolled
December 1, 2021
CompletedFirst Posted
Study publicly available on registry
December 20, 2021
CompletedPrimary Completion
Last participant's last visit for primary outcome
November 1, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
November 1, 2025
CompletedOctober 26, 2023
October 1, 2023
3.9 years
November 15, 2021
October 25, 2023
Conditions
Outcome Measures
Primary Outcomes (2)
Number of participants with chorioamnionitis
Chorioamnionitis will be diagnosed on placental histology
After delivery (within approximately three months of recruitment depending on the gestation at delivery)
Neonatal morbidity
A composite neonatal adverse outcome will be created
Neonatal period post delivery (up to approximately seven months after recruitment depending on the gestation at delivery)
Secondary Outcomes (1)
Individual adverse neonatal outcomes
Neonatal period post delivery (up to approximately seven months after recruitment depending on the gestation at delivery)
Study Arms (2)
High risk of preterm birth
EXPERIMENTALWomen at high risk of preterm birth
Women with low risk pregnancies
ACTIVE COMPARATORWomen with uncomplicated pregnancies anticipated to deliver at term
Interventions
Women will have an MRI scan during pregnancy to evaluate the fetus and placenta
Eligibility Criteria
You may qualify if:
- pregnant women with uncomplicated pregnancies 16-42 weeks pregnant OR
- pregnant women at high risk of preterm birth before 32 weeks gestation
You may not qualify if:
- inability to give informed consent
- multiple pregnancy
- gestational diabetes
- pre-eclampsia
- fetuses known to have chromosomal or fetal abnormalities
- a recently sited maternal metallic implant, claustrophobia.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- King's College Londonlead
- National Institute for Health Research, United Kingdomcollaborator
- Guy's and St Thomas' NHS Foundation Trustcollaborator
- Massachusetts Institute of Technologycollaborator
- Boston Children's Hospitalcollaborator
- Phoenix Children's Hospitalcollaborator
Study Sites (1)
St Thomas' Hospital, King's College London
London, Greater London, SE1 7EH, United Kingdom
MeSH Terms
Interventions
Intervention Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- NON RANDOMIZED
- Masking
- NONE
- Purpose
- SCREENING
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
November 15, 2021
First Posted
December 20, 2021
Study Start
December 1, 2021
Primary Completion
November 1, 2025
Study Completion
November 1, 2025
Last Updated
October 26, 2023
Record last verified: 2023-10
Data Sharing
- IPD Sharing
- Will share
- Shared Documents
- STUDY PROTOCOL, CSR, ANALYTIC CODE
- Time Frame
- Data is suitable for sharing in anonymised form. It is intended that the data will be made available on completion of data collection and publication of findings.
- Access Criteria
- Data can be used for academic purposes. Users are bound by a data sharing agreement which does not allow the commercial use of the data and sets out their responsibilities to acknowledge publications and funding associated with the data, not attempting to de-anonymise and identify any subjects as well as their duty to inform the research team of any relevant observations and results.
Anonymised data will be shared with other researchers