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      White matter microstructure and cognitive outcomes in relation to neonatal inflammation in 6-year-old children born preterm

      research-article
      a , a , b , c , d , a , a , *
      NeuroImage : Clinical
      Elsevier
      Diffusion MRI, White matter, Tractography, Prematurity, Corpus callosum, Inflammation, Neurodevelopmental outcomes, Executive function, PT, preterm, PT, preterm without inflammation, PT+, preterm with inflammation, FT, full term, GA, gestational age, BW, birthweight, dMRI, diffusion magnetic resonance imaging, DTI, diffusion tensor imaging, FA, Fractional Anisotropy, MD, Mean Diffusivity, AFQ, Automated Fiber Quantification, WASI-II, Wechsler Abbreviated Scale of Intelligence, Second Edition, WRMT-III, Woodcock Reading Mastery Tests, Third Edition, BRIEF, Behavior Rating Inventory of Executive Function, GEC, Global Executive Composite, FDR, false discovery rate, SD, standard deviation, CI, confidence interval, ANOVA, analysis of covariance

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          Abstract

          Background

          Cognitive outcomes in preterm (PT) children have been associated with microstructural properties of white matter. PT children who experienced neonatal inflammatory conditions have poorer cognitive outcomes than those who did not. The goal of this study was to contrast white matter microstructure and cognitive outcomes after preterm birth in relation to the presence or absence of severe inflammatory conditions in the neonatal period.

          Methods

          PT children ( n = 35), born at gestational age 22–32 weeks, were classified as either PT+ ( n = 12) based on a neonatal history of inflammatory conditions, including bronchopulmonary dysplasia, necrotizing enterocolitis or culture positive sepsis, or PT- ( n = 23) based on the absence of the three inflammatory conditions. Full term (FT) children ( n = 43) served as controls. Participants underwent diffusion MRI and cognitive testing (intelligence, reading, and executive function) at age 6 years. The corpus callosum was segmented into 7 regions using deterministic tractography and based on the cortical projection zones of the callosal fibers. Mean fractional anisotropy (FA) and mean diffusivity (MD) were calculated for each segment. General linear models with planned contrasts assessed group differences in FA, MD and cognitive outcomes. Pearson correlations assessed associations of white matter metrics and cognitive outcome measures.

          Results

          FA was significantly lower and MD was significantly higher in PT+ compared to PT- or FT groups in multiple callosal segments, even after adjusting for gestational age. Executive function scores, but not intelligence or reading scores, were less favorable in PT+ than in PT- groups. Among the entire sample, occipital FA was significantly correlated with IQ ( r = 0.25, p < 0.05), reading ( r = 0.32, p < 0.01), and executive function ( r = −0.28, p < 0.05) measures. Anterior frontal FA and superior parietal FA were significantly correlated with executive function ( r = −0.25, r = 0.23, respectively, p < 0.05).

          Conclusions

          We observed differences in the white matter microstructure of the corpus callosum and in the cognitive skills of 6-year-old PT children based on their history of neonatal inflammation. Neonatal inflammation is one medical factor that may contribute to variation in long-term neurobiological and neuropsychological outcomes in PT samples.

          Highlights

          • Preterm neonatal inflammation related to 6 yr corpus callosum microstructure.

          • Corpus callosum microstructure was similar in healthy preterms and full terms.

          • Preterm neonatal inflammation related to 6 yr executive function.

          • Corpus callosum microstructure correlated with cognitive function.

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          Most cited references53

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          Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

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            Neurodevelopmental and growth impairment among extremely low-birth-weight infants with neonatal infection.

            Neonatal infections are frequent complications of extremely low-birth-weight (ELBW) infants receiving intensive care. To determine if neonatal infections in ELBW infants are associated with increased risks of adverse neurodevelopmental and growth sequelae in early childhood. Infants weighing 401 to 1000 g at birth (born in 1993-2001) were enrolled in a prospectively collected very low-birth-weight registry at academic medical centers participating in the National Institute of Child Health and Human Development Neonatal Research Network. Neurodevelopmental and growth outcomes were assessed at a comprehensive follow-up visit at 18 to 22 months of corrected gestational age and compared by infection group. Eighty percent of survivors completed the follow-up visit and 6093 infants were studied. Registry data were used to classify infants by type of infection: uninfected (n = 2161), clinical infection alone (n = 1538), sepsis (n = 1922), sepsis and necrotizing enterocolitis (n = 279), or meningitis with or without sepsis (n = 193). Cognitive and neuromotor development, neurologic status, vision and hearing, and growth (weight, length, and head circumference) were assessed at follow-up. The majority of ELBW survivors (65%) had at least 1 infection during their hospitalization after birth. Compared with uninfected infants, those in each of the 4 infection groups were significantly more likely to have adverse neurodevelopmental outcomes at follow-up, including cerebral palsy (range of significant odds ratios [ORs], 1.4-1.7), low Bayley Scales of Infant Development II scores on the mental development index (ORs, 1.3-1.6) and psychomotor development index (ORs, 1.5-2.4), and vision impairment (ORs, 1.3-2.2). Infection in the neonatal period was also associated with impaired head growth, a known predictor of poor neurodevelopmental outcome. This large cohort study suggests that neonatal infections among ELBW infants are associated with poor neurodevelopmental and growth outcomes in early childhood. Additional studies are needed to elucidate the pathogenesis of brain injury in infants with infection so that novel interventions to improve these outcomes can be explored.
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              RESTORE: robust estimation of tensors by outlier rejection.

              Signal variability in diffusion weighted imaging (DWI) is influenced by both thermal noise and spatially and temporally varying artifacts such as subject motion and cardiac pulsation. In this paper, the effects of DWI artifacts on estimated tensor values, such as trace and fractional anisotropy, are analyzed using Monte Carlo simulations. A novel approach for robust diffusion tensor estimation, called RESTORE (for robust estimation of tensors by outlier rejection), is proposed. This method uses iteratively reweighted least-squares regression to identify potential outliers and subsequently exclude them. Results from both simulated and clinical diffusion data sets indicate that the RESTORE method improves tensor estimation compared to the commonly used linear and nonlinear least-squares tensor fitting methods and a recently proposed method based on the Geman-McClure M-estimator. The RESTORE method could potentially remove the need for cardiac gating in DWI acquisitions and should be applicable to other MR imaging techniques that use univariate or multivariate regression to fit MRI data to a model. Copyright 2005 Wiley-Liss, Inc.
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                Author and article information

                Contributors
                Journal
                Neuroimage Clin
                Neuroimage Clin
                NeuroImage : Clinical
                Elsevier
                2213-1582
                22 April 2019
                2019
                22 April 2019
                : 23
                : 101832
                Affiliations
                [a ]Division of Developmental-Behavioral Pediatrics, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
                [b ]Department of Psychology, Stanford University, Stanford, CA, USA
                [c ]The Gonda Multidisciplinary Brain Research Center, Bar Ilan University, Ramat Gan, Israel
                [d ]Department of English Literature and Linguistics, Bar Ilan University, Ramat Gan, Israel.
                Author notes
                [* ]Corresponding author at: Medical School Office Building, 1265 Welch Rd. Rm x163, Stanford, CA 94305, USA. ktravis1@ 123456stanford.edu
                Article
                S2213-1582(19)30182-2 101832
                10.1016/j.nicl.2019.101832
                6603335
                31075555
                7fb6534a-acbc-4e14-9845-a5eb99672701
                © 2019 The Authors

                This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

                History
                : 5 February 2019
                : 3 April 2019
                : 18 April 2019
                Categories
                Regular Article

                diffusion mri,white matter,tractography,prematurity,corpus callosum,inflammation,neurodevelopmental outcomes,executive function,pt, preterm,pt, preterm without inflammation,pt+, preterm with inflammation,ft, full term,ga, gestational age,bw, birthweight,dmri, diffusion magnetic resonance imaging,dti, diffusion tensor imaging,fa, fractional anisotropy,md, mean diffusivity,afq, automated fiber quantification,wasi-ii, wechsler abbreviated scale of intelligence, second edition,wrmt-iii, woodcock reading mastery tests, third edition,brief, behavior rating inventory of executive function,gec, global executive composite,fdr, false discovery rate,sd, standard deviation,ci, confidence interval,anova, analysis of covariance

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