Abstract
Cerebellar injury has been increasingly recognized as a complication of preterm birth, with decreased cerebellar volumes seen on follow-up neuroimaging. A cohort of 38 preterm newborns, including 14 with two scans, was studied with MRI, including single-shot fast spin-echo (SSFSE) diffusion tensor imaging (DTI) sequence specifically to assess the posterior fossa. Early changes in the cerebellum (apparent diffusion coefficient (ADC) and fractional anisotropy (FA)) were assessed and correlated with supratentorial manifestations of injury (intraventricular hemorrhage (IVH) or white matter injury (WMI)). ADC decreased and FA increased with increasing gestational age in both cerebellar grey and white matter. Severe IVH was associated with increased ADC in the middle cerebellar peduncles and hila of the cerebellar nuclei, decreased ADC in the cerebellar cortex, and decreased FA in all three regions. Changes with WMI were not consistent. Significant developmental changes in water diffusion were seen in cerebellar grey and white matter that were altered in patients with supratentorial IVH. DTI studies may provide an early indicator for cerebellar injury and abnormal cerebellar development in preterm neonates.
Premature birth is a significant risk factor for adverse motor, coordination, cognitive, and behavioral outcomes in survivors. The cerebellum has traditionally been associated with motor tone and coordination, and recently has been implicated in cognitive function (1–4). Decreased cerebellar volumes have been described in follow-up MRI studies of individuals born preterm (5–6). A number of recent studies have performed volumetric analyses of structural neuroimaging studies, correlating decreased cerebellar volume with supratentorial injury – including white matter injury (WMI), intraventricular hemorrhage (IVH) with ventricular dilatation, and hemorrhagic parenchymal infarction – and neurodevelopmental outcome (7–9).
While volumetric analyses in neonates born preterm have proven useful in analyzing conventional neuroimaging, diffusion tensor imaging (DTI) is a different approach to assessing the neonatal brain, focused on microstructural changes, often related to injury, that can be detected early in the neonatal course. This ability to detect early changes may afford DTI the potential to aid in early prognosis of neurodevelopmental outcome. DTI studies have been used to identify maturation trends in cerebral (supratentorial) white matter even before myelination is evident (10,11). Serial studies in preterm neonates show changes in diffusion anisotropy of supratentorial structures with age (12). However, magnetic susceptibility effects can cause significant distortions in the imaging of the posterior fossa using the echo planar (EPI) technique, limiting the ability to accurately characterize the cerebellum if parallel imaging is not available. Distortions in the imaging of cerebellar structures can be overcome using a novel single-shot fast spin-echo (SSFSE) DTI technique (13). We hypothesized that, using SSFSE-DTI, changes in diffusion parameters with age could be detected in the cerebellum, and that these changes would be affected by supratentorial IVH and WMI.
Methods
A cohort of preterm neonates born in 2002–2004 and admitted to our institution was studied with MRI, including SSFSE-DTI sequences. These patients were recruited as a part of an ongoing research protocol (12,13). Prematurely born neonates (<34 weeks gestational age) born in or transferred to our institution’s NICU were approached for enrollment in a prospective cohort study evaluating the detection of brain injury by MRI. Gestational age was calculated based on the last menstrual period or early ultrasound (<24 weeks). If the difference between the two methods were >7 days, the ultrasound date was used. Exclusion criteria for study enrollment were: 1) clinical evidence of a congenital malformation or syndrome, 2) congenital TORCH infection, and 3) newborns too clinically unstable for transport to the MRI scanner. All eligible infants were considered for study and parental consent was obtained for all cases according to a protocol approved by the UCSF Committee on Human Research. Clinical history, including the number of days intubated, presence of patent ductus arteriosus, documentation of infection, and clinical seizures, was recorded. A customized MR-compatible incubator with a specialized neonatal head coil was used to provide a quiet, temperature-controlled, well-monitored environment for the neonate, minimizing patient movement and improving the signal-to-noise ratio (14). SSFSE-DTI was acquired using repetition time (TR) / echo time (TE) = 11s / 92ms, 6 gradient directions, 4 averages, b=600s/mm2, and a voxel size of 0.7×0.7×3mm (13). In addition to SSFSE DTI, MR imaging of the brain included: 1) T1 weighted sagittal spin echo images (4 mm thickness) using repetition time (TR) = 500 ms, echo time (TE) = 11 ms, 1 excitation, and 192 × 256 acquisition matrix, and 2) T2 weighted dual spin echo (4 mm thickness) with TR = 3000 msec, TE = 60 and 120 msec, and 192 × 256 acquisition matrix, and 3) coronal 3D SPGR T1 weighted images (partition size=1.5 mm) with TR=36 ms, TE=min, Flip angle = 35°, NEX=2, FOV=18 cm, as described previously (15).
Using this SSFSE-DTI sequence, spatially-averaged apparent diffusion coefficient (ADC, or mean diffusivity) and fractional anisotropy (FA) of the cerebellum were measured from 0.027cm3 bilateral regions of interest in the middle cerebellar peduncles (3 mm lateral to the 4th ventricle at the mid 4th ventricle level), hila of the cerebellar nuclei (placed over the center of the nuclei at one image below the level of the MCP voxels), and cerebellar cortex (in the posterolateral aspect of the inferior semilunar lobule on the same image as the cerebellar nuclei voxels, Figure 1). Regions of interest were confirmed by a single neuroradiologist (AJB). All MRI sequences and head ultrasounds were evaluated for IVH using the grading system of Papile et al. (16), as well as WMI using a scoring system previously shown to be associated with neurodevelopmental outcomes (Mental Development Index of the Bayley Scales of Infant Development II and a verified neuromotor outcome) at 12–18 months of age (15).
On ultrasound exams, IVH was diagnosed by the presence of hyperechogenic blood layering in the dependent portions of the ventricle or as hyperechogenic clots along the ventricular wall or on the choroid plexuses. On MRI, IVH was diagnosed by the presence of blood layering in the dependent portion of the ventricle or susceptibility artifacts along the ependymal wall within the lateral, third, or fourth ventricle; these were seen as hypointensity in those areas on the T2-weighted spin-echo or echo-planar images. White matter injury was diagnosed if punctate areas of T1 and mild T2 shortening or more diffuse localized areas of T2 prolongation were identified. A few punctate areas of T1 shortening and marked T2 shortening were noted; these were never seen as isolated findings. They were diagnosed as parenchymal hemorrhage and were considered to be focal white matter injury. While T2*-weighted imaging was not acquired due to time considerations, the use of heavily T2-weighted conventional spin echo images (which are much more sensitive to hemorrhage/blood products than the more commonly used fast spin echo sequences) and the analysis of weekly head ultrasound exams should have sensitively detected and grade IVH.
IVH was categorized as mild if there was subependymal hemorrhage or extension into the ventricles without ventricular dilatation, and severe if there was ventricular dilatation or periventricular hemorrhagic infarction. WMI was categorized as mild if there were ≥3 areas of abnormality measuring <2mm, and severe if there were >3 areas of T1 abnormality or areas >2mm (15).
Linear regression analysis for repeated measures (generalized estimating equation with robust within-subjects correlation estimation) was used to determine the effect of postmenstrual age on cerebellar ADC and FA values, adjusting for the presence of supratentorial IVH and WMI. The effect of the severity of supratentorial brain injury (IVH and WMI) on cerebellar ADC and FA values was explored, correcting for postmenstrual age at the time of the exam. Statistical analysis was performed using Stata 9 (Stata Corporation, College Station, Texas).
Results
Subject cohort
A cohort of 38 preterm neonates was studied with a total of 52 SSFSE-DTI studies. Subject demographics are listed in Table 1. The median gestational age at birth was 27 weeks (range 24–33 weeks). The median postmenstrual age at time of imaging was 32 weeks for the initial MR scan (range 27–35 weeks) and 36 weeks for the second scan (range 33–40 weeks). IVH was identified in 15 scans (4 with severe IVH and 11 with mild IVH), while WMI was identified in 28 (13 with severe WMI and 15 with mild WMI). No significant difference was found between the ADC or FA values on the left and right in any ROI (P>0.05; Wilcoxon signed-rank test); thus, all further statistical analyses were performed using the average values of both hemispheres. Intra-rater reliability was good, with intraclass correlation coefficients of 0.93 for the ADC measurements and 0.92 for the FA measurements. On conventional MRI (including T1- and T2-weighted sequences), the cerebellum appeared normal except for minor punctate cerebellar hemorrhage (~1 mm) in two patients. Neither patient with minor cerebellar hemorrhage had evidence of supratentorial IVH or WMI, and the identified areas of hemorrhage were outside of the regions of interest measured.
Table 1.
Median (range) or % incidence | |
---|---|
Gender | 22 males (58%) 16 females (42%) |
Birthweight (grams) | 968 (590–2260) |
Days intubated (days) | 2 (0–100) |
White matter injury | 21 / 38 (55%) |
Intraventricular hemorrhage | 14 / 38 (37%) |
Neonatal seizures | 2 / 38 (5%) |
Patent ductus arteriosus | 10 / 38 (26%) |
Postnatal infection | 10 / 38 (26%) |
Ethnicity | 21 White (53%) 9 Hispanic / Latin (24%) 3 Black / African (8%) 3 Asian (8%) |
Effects of gestational age
Linear regression analysis for repeated measures was used to adjust for the presence of supratentorial injury. Adjusting for the presence of supratentorial IVH or WMI, ADC decreased with postmenstrual age at time of imaging in all three regions (all P<0.01), and FA increased with increasing age in all regions studied (all P<0.001) (Figure 2).
Effects of concomitant clinical symptoms
Of the documented clinical symptoms, neither the number of days intubated nor the presence of a patent ductus arteriosus correlated with ADC or FA in any region of interest (P>0.1). Documented postnatal infection was not correlated with ADC values, but was significantly correlated with decreased FA in all regions of interest (P<0.01). Infections documented included sepsis in 8 neonates (including one associated with necrotizing enterocolitis), and one neonate each with urinary tract infection and bacterial conjunctivitis. Most cases involved staphylococcal species, in addition to one case each of citrobacter and pseudomonas infection. Of the 10 neonates with documented infections, 2 had both IVH and WMI, 4 had WMI only, and 3 had IVH only. All 5 neonates with IVH had severity categorized as mild. Of the 6 neonates with WMI, 4 had severe injury.
Effects of supratentorial injury
Correcting for postmenstrual age and postnatal infection, severe IVH was associated with higher mean diffusivity in the middle cerebellar peduncles and deep nuclear hila and lower mean diffusivity in the cerebellar cortex (Table 2). Severe IVH was associated with lower FA in all three regions of interest. WMI was not associated with significantly different ADC or FA values, except for the observation that mild WMI was associated with lower mean diffusivity in the middle cerebellar peduncles.
Table 2.
Mild IVH | Severe IVH | |||
---|---|---|---|---|
Coefficient | P | Coefficient | P | |
Middle cerebellar peduncles | ||||
ADC (× 10−5 mm2/s) | 57.8 | 0.3 | 54.3 | 0.01 |
FA | 0.042 | 0.1 | −0.052 | 0.02 |
Deep cerebellar nuclei | ||||
ADC (× 10−5 mm2/s) | 46.5 | 0.3 | 98.5 | <0.001 |
FA | 0.028 | 0.4 | −0.063 | 0.004 |
Cerebellar cortex | ||||
ADC (× 10−5 mm2/s) | −43.2 | 0.4 | −62.9 | 0.02 |
FA | 0.044 | 0.2 | −0.051 | 0.007 |
Mild WMI | Severe WMI | |||
Coefficient | P | Coefficient | P | |
Middle cerebellar peduncles | ||||
ADC (× 10−5 mm2/s) | −57.2 | 0.03 | −35.6 | 0.5 |
FA | −0.004 | 0.8 | 0.049 | 0.09 |
Deep cerebellar nuclei | ||||
ADC (× 10−5 mm2/s) | −33.9 | 0.3 | −15.9 | 0.8 |
FA | −0.026 | 0.2 | 0.033 | 0.3 |
Cerebellar cortex | ||||
ADC (× 10−5 mm2/s) | −59.4 | 0.2 | −25.0 | 0.6 |
FA | −0.016 | 0.5 | 0.039 | 0.1 |
Discussion
Using SSFSE-DTI in preterm neonates, maturation of the cerebellum is associated with a decrease in ADC and an increase in FA in the cerebellar cortex, hila of the deep cerebellar nuclei and white matter of the middle cerebellar peduncle. Severe IVH is associated with disrupted cerebellar microstructure, as reflected in abnormal ADC and FA. Postnatal infection had independent effects upon decreasing FA in the cerebellum.
Diffusion tensor imaging characteristics of preterm neonates without other supratentorial brain injury are reported in this study. Previous studies using diffusion tensor imaging have shown that mean diffusivity decreases and fractional anisotropy increases in the supratentorial white matter with increasing age, reflecting maturation of fiber tracts and myelination (12). In contrast, over time, the cerebral cortical grey matter shows increasing mean diffusivity and decreasing fractional anisotropy, reflecting decreasing radial organization (17). The trends found in the cerebellum, in both grey and white matter regions, are similar to those in supratentorial white matter, in keeping with the processes involved in maturation and myelination.
Our analysis of cerebellar diffusivity and anisotropy showed associations with IVH but not as consistently with supratentorial WMI. Independent effects on the cerebellum were also found in relation to postnatal infections. The finding of decreased anisotropy associated with infections suggests relative immaturity, disorganization, or axonal injury in the cerebellum compared to neonates without infections. Previous studies have shown that postnatal sepsis and necrotizing enterocolitis are associated with supratentorial white matter abnormalities (18). Bacterial endotoxins, free radicals, and inflammatory cytokines are some of the proposed causes of this associated brain injury (19,20). This study suggests that injury not only occurs in the supratentorial structures but in the cerebellum as well.
Early changes in diffusivity and anisotropy in the cerebellum associated with IVH but less clearly in WMI helps to better understand the etiologies of the observed cerebellar volume loss reported in other studies. Multiple volumetric studies of preterm neonates have shown decreased cerebellar volume with supratentorial injury when subjects were imaged from term-equivalent age onwards (7–9). Reduced cerebellar volumes in follow-up neuroimaging having been found associated with WMI, IVH with dilatation, and hemorrhagic parenchymal infarction. As well, it has been found that severe unilateral IVH can be associated with contralateral decreased cerebellar volumes in follow-up studies at term-equivalent age (7, 21).
Severe supratentorial IVH was found to increase diffusivity and decrease anisotropy in both the middle cerebellar peduncles and the hila of the deep cerebellar nuclei, while decreasing both diffusivity and anisotropy in the cerebellar cortex. As mean diffusivity decreases and anisotropy increases with increasing age, the high ADC and low FA values associated with IVH suggest delayed maturation, or frank injury to the cerebellum and cerebellar peduncles. Since the cerebellar nuclei send their outputs largely through the middle cerebellar peduncle, high ADC values in the middle cerebellar peduncles and the nuclear hila suggest disrupted development of the normal outgoing connections of the cerebellum associated with severe IVH. This disruption may thus account for the etiology of later cerebellar volume loss.
The diffusivity findings in the cerebellar cortex associated with supratentorial injury varied from that found in the other regions of interest. Although we found that cerebellar cortical diffusivity decreased with maturation, similar to the cerebellar nuclear hila and middle cerebellar peduncles, intraventricular hemorrhage resulted in differential changes in the cerebellar cortex compared with the other two regions tested. As a result, these findings cannot be explained by delayed maturation. The findings in the cerebellar cortex may reflect the complex nature of this area, including the precursor cells in the external granular layer and the maturing cell layers in the highly folded cerebellar folia. Unfortunately, despite improved cerebellar resolution with DTI-SSFSE, it is still not feasible to perform further tissue-based segmentation of the cerebellar cortex in the largely unmyelinated preterm cerebellum. Further study with animal models may be necessary to elucidate the mechanisms involved.
As WMI is not associated with similar cerebellar diffusion changes, smaller cerebellar volumes may occur more predominantly through later-occurring mechanisms not detected in early diffusion tensor imaging. For example, trophic interactions from the damaged supratentorial tissues may result in decreased growth of the contralateral cerebellar hemisphere, as previously suggested in volumetric analyses (7).
The differential effects of IVH and WMI on early cerebellar structural development suggest that hemorrhage may have effects on cerebellar development beyond trophic interactions with supratentorial brain structures. Previous studies have suggested that the surrounding mesenchyme has effects on the development of the cerebellum. Early studies in newborn hamsters showed that destruction of the meningeal cells resulted in disruption of lamination of the cerebellar cortex and decreased cerebellar volumes (22). Additional evidence has emerged in animal models suggesting that cerebellar and cerebral cortical development may be disrupted by mutations of Foxc1, a gene expressed in the meninges but not in the developing brain (23,24), raising the possibility that the malformations caused by Foxc1 mutations are related to disturbances in the interactions between the cortex and overlying leptomeninges. Moreover, studies of neurocutaneous melanosis have shown that the presence of abnormal melanin-containing cells in the leptomeninges surrounding the cerebellum results in cerebellar hypoplasia (25,26), supporting the hypothesis of influence of the leptomeninges on cerebellar growth.
Previous retrospective studies on follow-up neuroimaging have found traces of hemosiderin deposition along the external granular layer and periventricular zones in a cohort of children with a history of preterm birth, intraventricular hemorrhage, and cerebellar volume loss (6). While only two patients in the present cohort had punctate cerebellar parenchymal hemorrhage detected on conventional MRI, blood in the ventricles and cerebral spinal fluid as a result of IVH, and by extension in the fluid surrounding the cerebellum near the precursor cells of the external granular layer, may have potential negative effects on adjacent cerebellar development. Mechanisms for such effects may either be a direct effect of the presence of hemosiderin, or a reflection of disruption of leptomeningeal developmental influence upon the underlying cerebellum.
This study uses a novel imaging technique to provide information regarding the effects of gestational age on DTI metrics in the developing cerebellum, as well as the effects of supratentorial injury (in the forms of IVH and WMI), on cerebellar development. Our SSFSE DTI imaging technique overcomes many of the limitations of echo planar (EPI) DTI in assessing the posterior fossa with single channel head coils. As with other neuroimaging studies in neonates, timing of neuroimaging, number of imaging sequences, and choice of patient population are limited by clinical factors including stability of the patient for transport to the MRI facilities. As patients with more severe perinatal insults are more likely to be too clinically unstable for transport, this results in preferential selection of subjects with milder brain injury and systemic illness. Despite these limitations, a number of intriguing correlations were found in this study. Continued neuroimaging of preterm neonates with supratentorial brain injury will help to further characterize these findings.
Early neuroimaging using DTI studies in the posterior fossa can help better understand the mechanisms of cerebellar injury and their relationship to supratentorial injury. This modality may provide an early indicator for cerebellar injury and a predictor for abnormal neurodevelopment in preterm neonates. Ongoing long-term follow-up of these patients will help determine the neurodevelopmental significance of these findings.
Acknowledgments
Financial support: This work was supported by grants from the National Institutes of Health (R01 NS40117 and R01 NS046432), in part through the Pediatric Clinical Research Center, University of California, San Francisco, with funds provided by the National Center for Research Resources, 5 M01 RR-0271, U.S. Public Health Service, the Canadian Institute for Health Research, and the Michael Smith Foundation for Health Research.
Abbreviations
- ADC
apparent diffusion coefficient
- DTI
diffusion tensor imaging
- FA
fractional anisotropy
- IVH
intraventricular hemorrhage
- WMI
white matter injury
References
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