A tract-specific approach to assessing white matter in preterm infants.

Diffusion-weighted imaging (DWI) is becoming an increasingly important tool for studying brain development. DWI analyses relying on manually-drawn regions of interest and tractography using manually-placed waypoints are considered to provide the most accurate characterisation of the underlying brain structure. However, these methods are labour-intensive and become impractical for studies with large cohorts and numerous white matter (WM) tracts. Tract-specific analysis (TSA) is an alternative WM analysis method applicable to large-scale studies that offers potential benefits. TSA produces a skeleton representation of WM tracts and projects the group's diffusion data onto the skeleton for statistical analysis. In this work we evaluate the performance of TSA in analysing preterm infant data against results obtained from native space tractography and tract-based spatial statistics. We evaluate TSA's registration accuracy of WM tracts and assess the agreement between native space data and template space data projected onto WM skeletons, in 12 tracts across 48 preterm neonates. We show that TSA registration provides better WM tract alignment than a previous protocol optimised for neonatal spatial normalisation, and that TSA projects FA values that match well with values derived from native space tractography. We apply TSA for the first time to a preterm neonatal population to study the effects of age at scan on WM tracts around term equivalent age. We demonstrate the effects of age at scan on DTI metrics in commissural, projection and association fibres. We demonstrate the potential of TSA for WM analysis and its suitability for infant studies involving multiple tracts

Cerebello-cerebral connectivity in the developing brain

Disrupted cerebellar development and injury is associated with impairments in both motor and non-motor domains. Methods to non-invasively characterize cerebellar afferent and efferent connections during early development are lacking. The aim of this study was to assess the feasibility of delineating cortico-ponto-cerebellar (CPC) and cerebello-thalamo-cortical (CTC) white matter tracts during brain development using high angular resolution diffusion imaging (HARDI). HARDI data were obtained in 24 infants born between 24+6 and 39 weeks gestational age (median 33+4 weeks) and scanned between 29+1 and 44 weeks postmenstrual age (PMA) (median 37+1 weeks). Probabilistic tractography of CPC and CTC fibers was performed using constrained spherical deconvolution. Connections between cerebellum and contralateral cerebral hemisphere were identified in all infants studied. Fractional anisotropy (FA) values of CTC and CPC pathways increased with increasing PMA at scan (p < 0.001). The supratentorial regions connecting to contralateral cerebellum in most subjects, irrespective of PMA at scan, included the precentral cortex, superior frontal cortex, supplementary motor area, insula, postcentral cortex, precuneus, and paracentral lobule. This study demonstrates the feasibility of assessing CTC and CPC white matter connectivity in vivo during the early stages of development. The ability to assess cerebellar connectivity during this critical developmental period may help improve our understanding of the role of the cerebellum in a wide range of neuromotor and neurocognitive disorders

Recent advances in diffusion neuroimaging: applications in the developing preterm brain

Measures obtained from diffusion-weighted imaging provide objective indices of white matter development and injury in the developing preterm brain. To date, diffusion tensor imaging (DTI) has been used widely, highlighting differences in fractional anisotropy (FA) and mean diffusivity (MD) between preterm infants at term and healthy term controls; altered white matter development associated with a number of perinatal risk factors; and correlations between FA values in the white matter in the neonatal period and subsequent neurodevelopmental outcome. Recent developments, including neurite orientation dispersion and density imaging (NODDI) and fixel-based analysis (FBA), enable white matter microstructure to be assessed in detail. Constrained spherical deconvolution (CSD) enables multiple fibre populations in an imaging voxel to be resolved and allows delineation of fibres that traverse regions of fibre-crossings, such as the arcuate fasciculus and cerebellar-cortical pathways. This review summarises DTI findings in the preterm brain and discusses initial findings in this population using CSD, NODDI, and FBA

Diffusion-weighted and functional magnetic resonance imaging of the brain in preterm and term-born adolescents

Magnetic resonance imaging (MRI) is widely used in clinical and research settings in the adolescent population. Technical development has allowed the use of fine-grained methods to assess both the structural and functional properties of the brain. However, the specific technical limitations and improvements are mostly studied in phantom or adult studies, which may have an impact on their reliability as research tools when studying the younger population. Very preterm (VPT) birth is associated with several neurodevelopmental impairments. The present MRI tools provide opportunities to study brain maturation in detail. This thesis is a part of the multidisciplinary longitudinal follow-up study on the development and functioning of very low birth weight infants from infancy to school age (PIPARI). The follow-up cohort consists of infants born VPT (birth weight ≤1500 g and/or gestational age <32 weeks) in Turku University Hospital in 2001–2006 and term-born controls born in 2001–2004 in the same hospital. This thesis includes only children born VPT in 2004–2006 and controls born between 2003–2004 due to an upgrade of the MRI scanner during the recruitment. In Study I, the diffusion-weighted imaging (DWI) metrics at term-equivalent age were compared to the motor outcome at 11 years of age in children born VPT. Study II assessed the effect of the susceptibility correction to the DWI metrics in a healthy adolescent population. In Study III, temporal fluctuation of the resting state brain functioning was compared between 13-year-old adolescents born VPT and at term. The main prematurity-related findings of this thesis were that the DWI metrics of the corpus callosum, left corona radiata and right optic radiation at term are associated with later motor outcome in children born VPT and that adolescents born VPT show a decrease in active time, fluidity and range in brain activation during rest. These findings may reflect the adjustments in brain microstructure and function caused by the VPT birth. Fine-grained MRI methods are reliable tools for studying the mechanisms behind the clinical phenotypes of adolescents when technical limitations and age-appropriate analysis adjustments are considered.Diffuusiopainotteisen ja toiminnallisen aivojen magneettikuvantamisen käyttö nuoruusiässä entisillä pikkukeskosilla ja täysiaikaisilla verrokeilla Magneettikuvaus (MRI) on laajassa kliinisessä ja tieteellisessä käytössä lapsia ja nuoria tutkittaessa. Tekninen kehitys mahdollistaa yhä hienojakoisempia aivojen tutkimuksia. MRI:n teknisiä korjauksia on tutkittu pääosin mallintamalla tai aikuisilla, mikä voi heikentää luotettavuutta alaikäisillä. Hyvin ennenaikaisesti syntyvillä lapsilla neurologisen kehityksen poikkeavuuksien riski on täysiaikaisena syntyviä suurempi. Poikkeavuudet voivat liittyä aivojen kehityksen muutoksiin, joita nykyisillä tekniikoilla voidaan tutkia aiempaa yksityiskohtaisemmin. Väitöskirja on osa PIPARI-tutkimusta (Pienipainoisten riskilasten käyttäytyminen ja toimintakyky imeväisiästä kouluikään). Seurantakohortti koostuu pikkukeskosina (syntymäpaino ≤1500 g ja/tai raskauden kesto <32 viikkoa) Tyksissä vuosina 2001–2006 syntyneistä lapsista sekä täysiaikaisena 2001–2004 syntyneistä verrokeista. MRI-laitteiston päivityksestä johtuen osatyöt käsittelevät pikkukeskosina vuosina 2004–2006 ja verrokkeina vuosina 2003–2004 syntyneitä. Ensimmäisessä osatyössä verrattiin aivojen diffuusiokuvantamistuloksia entisten pikkukeskosten motoriseen toimintakykyyn 11-vuotiaana. Toinen osatyö käsitteli suskeptibiliteettikorjauksen vaikutusta aivojen diffuusiokuvantamisen mittaustuloksiin. Kolmannessa osatyössä vertailtiin 13-vuotiaiden entisten pikkukeskosten ja verrokkien aivojen aktiivisuuden vaihtelua lepotilassa toiminnallisen MRI-kuvauksen aikana. Tämän väitöskirjan keskosuuteen liittyvät päätulokset olivat lasketun syntymäajan corpus callosumin, vasemman corona radiatan ja oikean optisen radaston diffuusiomittaustulosten yhteys motoriseen kehitykseen 11-vuotiaana sekä pikkukeskosina syntyneillä havaittu aivojen vähäisempi aktiivinen aika ja alentunut aktiivisuuden vaihtelun joustavuus 13-vuotiaana. Nämä löydökset saattavat olla seurausta varhaiseen syntymään liittyvistä aivojen mikrorakenteen ja toiminnan muutoksista. Hienojakoiset MRI-menetelmät vaikuttavat olevan luotettavia nuorisoikäisiä tutkittaessa, kunhan tekniset rajoitteet ja ikäsovitukset huomioidaan

Diffusion Tensor Imaging as a Diagnostic and Research Tool: A Study on Preterm Infants

Diffusion tensor imaging (DTI) is an advanced magnetic resonance imaging (MRI) technique. DTI is based on free thermal motion (diffusion) of water molecules. The properties of diffusion can be represented using parameters such as fractional anisotropy, mean diffusivity, axial diffusivity, and radial diffusivity, which are calculated from DTI data. These parameters can be used to study the microstructure in fibrous structure such as brain white matter. The aim of this study was to investigate the reproducibility of region-of-interest (ROI) analysis and determine associations between white matter integrity and antenatal and early postnatal growth at term age using DTI. Antenatal growth was studied using both the ROI and tract-based spatial statistics (TBSS) method and postnatal growth using only the TBSS method. The infants included to this study were born below 32 gestational weeks or birth weight less than 1,501 g and imaged with a 1.5 T MRI system at term age. Total number of 132 infants met the inclusion criteria between June 2004 and December 2006. Due to exclusion criteria, a total of 76 preterm infants (ROI) and 36 preterm infants (TBSS) were accepted to this study. The ROI analysis was quite reproducible at term age. Reproducibility varied between white matter structures and diffusion parameters. Normal antenatal growth was positively associated with white matter maturation at term age. The ROI analysis showed associations only in the corpus callosum. Whereas, TBSS revealed associations in several brain white matter areas. Infants with normal antenatal growth showed more mature white matter compared to small for gestational age infants. The gestational age at birth had no significant association with white matter maturation at term age. It was observed that good early postnatal growth associated negatively with white matter maturation at term age. Growth-restricted infants seemed to have delayed brain maturation that was not fully compensated at term, despite catchup growth.Diffuusiotensorikuvaus diagnostisena ja tutkimustyökaluna keskostutkimuksessa Diffuusiotensorikuvaus (DTI) on magneettikuvauksen erikoistekniikka. DTI perustuu veden vapaaseen lämpöliikkeeseen (diffuusioon). Diffuusion ominaisuuksia voidaan esittää DTI-datasta laskettavien parametrien avulla. Tällaisia parametreja ovat esimerkiksi fraktionaalinen anisotropia, keskimääräinen diffusiviteetti, aksiaalinen ja radiaalinen diffusiviteetti. Näitä parametrejä voidaan käyttää säikeisten rakenteiden esimerkiksi aivojen valkoisen aineen tutkimiseen. Tässä tutkimuksessa selvitettiin keskosten aivojen diffuusiotensorikuvista tehtyjen mielenkiintoalueisiin (ROI) perustuvien mittausten toistettavuutta sekä tutkittiin valkoisen aineen kypsyyden ja raskauden aikaisen sekä varhaisen postnataalisen kasvun välistä yhteyttä. Raskauden aikaisen kasvun vaikutusta tutkittiin käyttäen sekä ROI- että TBSS-tekniikoita. Postnataalista kasvua tarkasteltiin ainoastaan TBSS-tekniikalla. Tähän tutkimukseen otettiin mukaan keskoset, jotka syntyivät ennen 32 raskausviikkoa tai joiden syntymäpaino oli alle 1,501 g sekä MRI kuvaus oli tehty lasketunajan kohdalla. Tutkimukseen hyväksyttiin kesäkuun 2004 ja joulukuun 2006 välillä 132 keskosta. Poissulkukriteerien takia 76 keskosta (ROI) ja 36 (TBSS) hyväksyttiin tähän tutkimukseen. ROI-analyysi osoittautui melko toistettavaksi lasketun ajan iässä. Toistettavuus vaihteli sekä valkoisen aineen rakenteiden että diffuusioparametrien välillä. Normaali raskauden aikainen kasvu liittyi hyvään valkoisen aineen kehitykseen lasketunajan kohdalla. ROI-tekniikalla yhteys havaittiin corpus callosumin alueella. TBSS-menetelmä puolestaan näytti yhteyden usealla eri valkoisen aineen alueella. Syntymähetken gestaatioiällä ei havaittu yhteyttä valkoisen aineen kehitysasteeseen lasketun ajan kohdalla. Hyvän varhaisen vaiheen postnataalisen kasvun havaittiin liittyvän heikompaan valkoisen aineen kehitysasteeseen lasketunajan kohdalla. Saavutuskasvu ei ollut korjannut raskauden aikaisen kasvuhäiriön vaikutusta aivojen kypsyyteen laskettuun aikaan mennessä.Siirretty Doriast

MR diffusion changes in the perimeter of the lateral ventricles demonstrate periventricular injury in post-hemorrhagic hydrocephalus of prematurity

OBJECTIVES: Injury to the preterm lateral ventricular perimeter (LVP), which contains the neural stem cells responsible for brain development, may contribute to the neurological sequelae of intraventricular hemorrhage (IVH) and post-hemorrhagic hydrocephalus of prematurity (PHH). This study utilizes diffusion MRI (dMRI) to characterize the microstructural effects of IVH/PHH on the LVP and segmented frontal-occipital horn perimeters (FOHP). STUDY DESIGN: Prospective study of 56 full-term infants, 72 very preterm infants without brain injury (VPT), 17 VPT infants with high-grade IVH without hydrocephalus (HG-IVH), and 13 VPT infants with PHH who underwent dMRI at term equivalent. LVP and FOHP dMRI measures and ventricular size-dMRI correlations were assessed. RESULTS: In the LVP, PHH had consistently lower FA and higher MD and RD than FT and VPT (p\u3c.050). However, while PHH FA was lower, and PHH RD was higher than their respective HG-IVH measures (p\u3c.050), the MD and AD values did not differ. In the FOHP, PHH infants had lower FA and higher RD than FT and VPT (p\u3c.010), and a lower FA than the HG-IVH group (p\u3c.001). While the magnitude of AD in both the LVP and FOHP were consistently less in the PHH group on pairwise comparisons to the other groups, the differences were not significant (p\u3e.050). Ventricular size correlated negatively with FA, and positively with MD and RD (p\u3c.001) in both the LVP and FOHP. In the PHH group, FA was lower in the FOHP than in the LVP, which was contrary to the observed findings in the healthy infants (p\u3c.001). Nevertheless, there were no regional differences in AD, MD, and RD in the PHH group. CONCLUSION: HG-IVH and PHH results in aberrant LVP/FOHP microstructure, with prominent abnormalities among the PHH group, most notably in the FOHP. Larger ventricular size was associated with greater magnitude of abnormality. LVP/FOHP dMRI measures may provide valuable biomarkers for future studies directed at improving the management and neurological outcomes of IVH/PHH

Neurobehaviour between birth and 40 weeks’ gestation in infants born <30 weeks’ gestation and parental psychological wellbeing: predictors of brain development and child outcomes

BACKGROUND: Infants born <30 weeks’ gestation are at increased risk of long term neurodevelopmental problems compared with term born peers. The predictive value of neurobehavioural examinations at term equivalent age in very preterm infants has been reported for subsequent impairment. Yet there is little knowledge surrounding earlier neurobehavioural development in preterm infants prior to term equivalent age, and how it relates to perinatal factors, cerebral structure, and later developmental outcomes. In addition, maternal psychological wellbeing has been associated with child development. Given the high rate of psychological distress reported by parents of preterm children, it is vital we understand maternal and paternal wellbeing in the early weeks and months after preterm birth and how this influences the parent–child relationship and children’s outcomes. Therefore this study aims to examine how 1) early neurobehaviour and 2) parental mental health relate to developmental outcomes for infants born preterm compared with infants born at term. METHODS/DESIGN: This prospective cohort study will describe the neurobehaviour of 150 infants born at <30 weeks’ gestational age from birth to term equivalent age, and explore how early neurobehavioural deficits relate to brain growth or injury determined by magnetic resonance imaging, perinatal factors, parental mental health and later developmental outcomes measured using standardised assessment tools at term, one and two years’ corrected age. A control group of 150 healthy term-born infants will also be recruited for comparison of outcomes. To examine the effects of parental mental health on developmental outcomes, both parents of preterm and term-born infants will complete standardised questionnaires related to symptoms of anxiety, depression and post-traumatic stress at regular intervals from the first week of their child’s birth until their child’s second birthday. The parent–child relationship will be assessed at one and two years’ corrected age. DISCUSSION: Detailing the trajectory of infant neurobehaviour and parental psychological distress following very preterm birth is important not only to identify infants most at risk, further understand the parental experience and highlight potential times for intervention for the infant and/or parent, but also to gain insight into the effect this has on parent–child interaction and child development