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1.
J Magn Reson Imaging ; 59(5): 1758-1768, 2024 May.
Article in English | MEDLINE | ID: mdl-37515516

ABSTRACT

PURPOSE: To explore whether MR fingerprinting (MRF) scans provide motion-robust and quantitative brain tissue measurements for non-sedated infants with prenatal opioid exposure (POE). STUDY TYPE: Prospective. POPULATION: 13 infants with POE (3 male; 12 newborns (age 7-65 days) and 1 infant aged 9-months). FIELD STRENGTH/SEQUENCE: 3T, 3D T1-weighted MPRAGE, 3D T2-weighted TSE and MRF sequences. ASSESSMENT: The image quality of MRF and MRI was assessed in a fully crossed, multiple-reader, multiple-case study. Sixteen image quality features in three types-image artifacts, structure and myelination visualization-were ranked by four neuroradiologists (8, 7, 5, and 8 years of experience respectively), using a 3-point scale. MRF T1 and T2 values in 8 white matter brain regions were compared between babies younger than 1 month and babies between 1 and 2 months. STATISTICAL TESTS: Generalized estimating equations model to test the significance of differences of regional T1 and T2 values of babies under 1 month and those older. MRI and MRF image quality was assessed using Gwet's second order auto-correlation coefficient (AC2) with confidence levels. The Cochran-Mantel-Haenszel test was used to assess the difference in proportions between MRF and MRI for all features and stratified by the type of features. A P value <0.05 was considered statistically significant. RESULTS: The MRF of two infants were excluded in T1 and T2 value analysis due to severe motion artifact but were included in the image quality assessment. In infants under 1 month of age (N = 6), the T1 and T2 values were significantly higher compared to those between 1 and 2 months of age (N = 4). MRF images showed significantly higher image quality ratings in all three feature types compared to MRI images. CONCLUSIONS: MR Fingerprinting scans have potential to be a motion-robust and efficient method for nonsedated infants. LEVEL OF EVIDENCE: 2 TECHNICAL EFFICACY STAGE: 1.


Subject(s)
Analgesics, Opioid , Image Processing, Computer-Assisted , Infant, Newborn , Humans , Male , Image Processing, Computer-Assisted/methods , Prospective Studies , Phantoms, Imaging , Brain/diagnostic imaging , Magnetic Resonance Imaging/methods
2.
ArXiv ; 2023 Jun 29.
Article in English | MEDLINE | ID: mdl-37426455

ABSTRACT

BACKGROUND: A noninvasive and sensitive imaging tool is needed to assess the fast-evolving baby brain. However, using MRI to study non-sedated babies faces roadblocks, including high scan failure rates due to subjects motion and the lack of quantitative measures for assessing potential developmental delays. This feasibility study explores whether MR Fingerprinting scans can provide motion-robust and quantitative brain tissue measurements for non-sedated infants with prenatal opioid exposure, presenting a viable alternative to clinical MR scans. ASSESSMENT: MRF image quality was compared to pediatric MRI scans using a fully crossed, multiple reader multiple case study. The quantitative T1 and T2 values were used to assess brain tissue changes between babies younger than one month and babies between one and two months. STATISTICAL TESTS: Generalized estimating equations (GEE) model was performed to test the significant difference of the T1 and T2 values from eight white matter regions of babies under one month and those are older. MRI and MRF image quality were assessed using Gwets second order auto-correlation coefficient (AC2) with its confidence levels. We used the Cochran-Mantel-Haenszel test to assess the difference in proportions between MRF and MRI for all features and stratified by the type of features. RESULTS: In infants under one month of age, the T1 and T2 values are significantly higher (p<0.005) compared to those between one and two months. A multiple-reader and multiple-case study showed superior image quality ratings in anatomical features from the MRF images than the MRI images. CONCLUSIONS: This study suggested that the MR Fingerprinting scans offer a motion-robust and efficient method for non-sedated infants, delivering superior image quality than clinical MRI scans and additionally providing quantitative measures to assess brain development.

3.
Clin Obstet Gynecol ; 51(4): 763-74, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18981801

ABSTRACT

Progressive changes in perinatal and neonatal intensive care of preterm infants since the late 1960s have led to an increase in survival and had an effect on the rates of neonatal morbidity, including brain injury, chronic lung disease, and sepsis. These have influenced the rates of neurodevelopmental impairment, including cerebral palsy. There was initially an increase in neonatal morbidity and rates of cerebral palsy associated with the increased survival of extremely low birth weight and low gestation infants. However, since the late 1990s and especially since the year 2000, the rates of neonatal morbidity have decreased with evidence of a decrease in the rates of cerebral palsy. Efforts to further decrease neonatal morbidity should continue to improve the outcomes of preterm children.


Subject(s)
Cerebral Palsy/epidemiology , Infant Mortality/trends , Infant, Premature , Intensive Care Units, Neonatal/statistics & numerical data , Birth Weight/physiology , Brain Injuries/epidemiology , Brain Injuries/etiology , Cerebral Palsy/etiology , Female , Gestational Age , Humans , Infant, Newborn , Male , Morbidity/trends , Pregnancy , Pregnancy, Multiple , Risk Factors
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