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1.
Radiographics ; 44(4): e230125, 2024 04.
Artículo en Inglés | MEDLINE | ID: mdl-38451848

RESUMEN

Retinoblastoma is the most common cause of all intraocular pediatric malignancies. It is caused by the loss of RB1 tumor suppressor gene function, although some tumors occur due to MYCN oncogene amplification with normal RB1 genes. Nearly half of all retinoblastomas occur due to a hereditary germline RB1 pathogenic variant, most of which manifest with bilateral tumors. This germline RB1 mutation also predisposes to intracranial midline embryonal tumors. Accurate staging of retinoblastoma is crucial in providing optimal vision-, eye-, and life-saving treatment. The AJCC Cancer Staging Manual has undergone significant changes, resulting in a universally accepted system with a multidisciplinary approach for managing retinoblastoma. The authors discuss the role of MRI and other diagnostic imaging techniques in the pretreatment assessment and staging of retinoblastoma. A thorough overview of the prevailing imaging standards and evidence-based perspectives on the benefits and drawbacks of these techniques is provided. Published under a CC BY 4.0 license. Test Your Knowledge questions for this article are available in the supplemental material.


Asunto(s)
Oncólogos , Oftalmólogos , Neoplasias de la Retina , Retinoblastoma , Niño , Humanos , Diagnóstico por Imagen , Mutación , Estadificación de Neoplasias , Neoplasias de la Retina/diagnóstico por imagen , Neoplasias de la Retina/genética , Retinoblastoma/diagnóstico por imagen , Retinoblastoma/genética
2.
Can Assoc Radiol J ; 74(1): 119-126, 2023 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-35768942

RESUMEN

Purpose: Biopsy-based assessment of H3 K27 M status helps in predicting survival, but biopsy is usually limited to unusual presentations and clinical trials. We aimed to evaluate whether radiomics can serve as prognostic marker to stratify diffuse intrinsic pontine glioma (DIPG) subsets. Methods: In this retrospective study, diagnostic brain MRIs of children with DIPG were analyzed. Radiomic features were extracted from tumor segmentations and data were split into training/testing sets (80:20). A conditional survival forest model was applied to predict progression-free survival (PFS) using training data. The trained model was validated on the test data, and concordances were calculated for PFS. Experiments were repeated 100 times using randomized versions of the respective percentage of the training/test data. Results: A total of 89 patients were identified (48 females, 53.9%). Median age at time of diagnosis was 6.64 years (range: 1-16.9 years) and median PFS was 8 months (range: 1-84 months). Molecular data were available for 26 patients (29.2%) (1 wild type, 3 K27M-H3.1, 22 K27M-H3.3). Radiomic features of FLAIR and nonenhanced T1-weighted sequences were predictive of PFS. The best FLAIR radiomics model yielded a concordance of .87 [95% CI: .86-.88] at 4 months PFS. The best T1-weighted radiomics model yielded a concordance of .82 [95% CI: .8-.84] at 4 months PFS. The best combined FLAIR + T1-weighted radiomics model yielded a concordance of .74 [95% CI: .71-.77] at 3 months PFS. The predominant predictive radiomic feature matrix was gray-level size-zone. Conclusion: MRI-based radiomics may predict progression-free survival in pediatric diffuse midline glioma/diffuse intrinsic pontine glioma.


Asunto(s)
Neoplasias del Tronco Encefálico , Glioma Pontino Intrínseco Difuso , Glioma , Femenino , Humanos , Niño , Supervivencia sin Progresión , Estudios Retrospectivos , Glioma/diagnóstico por imagen , Glioma/patología , Imagen por Resonancia Magnética , Neoplasias del Tronco Encefálico/diagnóstico por imagen
3.
Pediatr Radiol ; 51(6): 876-882, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-33999233

RESUMEN

Canada has come a long way since Dr. C. Henry Kempe first described battered-child syndrome in 1962. The year 1999 was crucial in Canada's battle against shaken baby syndrome/abusive head trauma (SBS/AHT), when the first national conference on the topic was held in Saskatoon. This was followed by the issuance of a national statement and multidisciplinary guidelines, recently updated in 2020. Incidence of AHT in Canada is similar to that found in population-based studies from Switzerland and New Zealand. The mainstay of prevention of AHT in Canada is education of parents and caregivers with respect to their response to infant crying. Population-based data for global incidence of AHT are lacking, largely because of social and cultural differences contributing to poor understanding of AHT as a medico-legal entity. India faces a distinct challenge in the battle against female feticide and infanticide.


Asunto(s)
Maltrato a los Niños , Traumatismos Craneocerebrales , Síndrome del Bebé Sacudido , Canadá/epidemiología , Niño , Maltrato a los Niños/prevención & control , Traumatismos Craneocerebrales/diagnóstico por imagen , Traumatismos Craneocerebrales/epidemiología , Femenino , Humanos , Lactante , Padres , Síndrome del Bebé Sacudido/epidemiología , Síndrome del Bebé Sacudido/prevención & control
4.
Hum Brain Mapp ; 41(4): 892-905, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31692204

RESUMEN

Those born very preterm (VPT; <32 weeks gestational age) have an increased risk in developing a wide range of cognitive deficits. In early-to-late childhood, brain structure has been shown to be altered in VPT compared to full-term (FT) children; however, the results are inconsistent. The current study examined subcortical volumes, cortical thickness, and surface area in a large cohort of VPT and FT children aged 4-12 years. Structural magnetic resonance imaging (MRI) was obtained on 120 VPT and 146 FT children who returned up to three times, resulting in 176 VPT and 173 FT unique data points. For each participant, Corticometric Iterative Vertex-based Estimation of Thickness was used to obtain global measurements of total brain, cortical grey and cortical white matter volumes, along with surface-based measurements of cortical thickness and surface area, and Multiple Automatically Generated Templates (MAGeT) brain segmentation tool was used to segment the subcortical structures. To examine group differences and group-age interactions, mixed-effects models were used (controlling for whole-brain volume). We found few differences between the two groups in subcortical volumes. The VPT children showed increased cortical thickness in frontal, occipital and fusiform gyri and inferior pre-post-central areas, while thinning occurred in the midcingulate. Cortical thickness in occipital regions showed more rapid decreases with age in the VPT compared to the FT children. VPT children also showed both regional increases, particularly in the temporal lobe, and decreases in surface area. Our results indicate a delayed maturational trajectory in those born VPT.


Asunto(s)
Corteza Cerebral/anatomía & histología , Desarrollo Infantil , Sustancia Gris/anatomía & histología , Recien Nacido Extremadamente Prematuro , Sustancia Blanca/anatomía & histología , Corteza Cerebral/diagnóstico por imagen , Corteza Cerebral/crecimiento & desarrollo , Niño , Desarrollo Infantil/fisiología , Preescolar , Femenino , Sustancia Gris/diagnóstico por imagen , Sustancia Gris/crecimiento & desarrollo , Humanos , Recien Nacido Extremadamente Prematuro/fisiología , Recién Nacido , Estudios Longitudinales , Imagen por Resonancia Magnética , Masculino , Neuroimagen , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/crecimiento & desarrollo
5.
AJR Am J Roentgenol ; 215(2): 472-487, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32507016

RESUMEN

OBJECTIVE. The objective of this study was to assess the available evidence in the literature regarding treatment outcomes for pediatric patients with brain arteriovenous malformation (bAVM) with the aim of providing practice guidelines for treatment decisions and highlighting research areas that need attention. MATERIALS AND METHODS. Keyword searches for studies published from January 1, 1981, to April 16, 2018, were performed in MEDLINE, Embase, and Web of Science. Predefined inclusion criteria were used to identify studies. Poisson regression analysis for associations between patient and bAVM characteristics and treatment outcomes. RESULTS. We identified 34 articles comprising 2158 children with bAVM who underwent treatment or observation. The mean age of the study cohort was 12.0 ± 1.6 (SD) years, and 48.1% of the patients were female; 64.3% of bAVMs were hemorrhagic at presentation. The mean follow-up was 50.6 ± 32.3 months. Overall, the meta-analysis of pooled data showed an obliteration rate of 69.8% (95% CI, 62.9-75.9%), recurrence rate of 2.2% (95% CI, 1.1-4.3%), and mortality rate of 2.4%. The pooled complication rate was 22.5% (95% CI, 15.7-31.1%) after surgery, 26.4% (95% CI, 15.2-41.9%) after embolization, and 27.1% (95% CI, 18.1-38.4%) after radiosurgery. Mortality was not associated with age, sex, or hemorrhage; however, recurrence after treatment was inversely associated with age. Complication and mortality rates were reduced for multimodal treatments. For patients with bAVM treated with observation only, complication and mortality rates were 35.9% and 23.5%, respectively. CONCLUSION. Multimodality treatments for pediatric bAVM had lower mortality and complication rates than individual treatments. However, there is a lack of evidence for long-term outcomes. The mortality rate was highest in conservatively managed patients (i.e., observation only). Further research directly comparing different treatment modalities for recurrence and complications is warranted. Gathering data prospectively through multiinstitutional registries will be key to provide strong evidence.


Asunto(s)
Malformaciones Arteriovenosas Intracraneales/terapia , Humanos , Resultado del Tratamiento
7.
J Stroke Cerebrovasc Dis ; 29(7): 104864, 2020 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-32402717

RESUMEN

PURPOSE: The purpose of this study was to determine the additional information provided by Magnetic Resonance Angiography (MRA) in pediatric sickle cell disease (SCD) patients with normal Transcranial Doppler imaging (TCDI) examinations. METHODS: This cohort study included all pediatric SCD patients over an 18-year period who had no history of stroke and had normal TCDI examinations and subsequently underwent MRA. Routine TCDI inclusive of time-averaged mean of maximum velocities (TAMMV) were assesses and compared with tortuosity on MRA and silent infarct on MRI. RESULTS: 86 children (52.3% female; mean age 8.7 ± 3.5years) were included. There were 77 patients (89.5%) with Hb-SS disease and 9(10.4%) with HB-S beta-thalassemia. All patients had normal TAMMV (<170 cm/s) on TCDI. 76/86 (88.3%) patients also had one or more velocity readings <70 cm/s, albeit none in the middle cerebral arteries. Posterior cerebral arteries had the lowest velocities, <70 cm/s in 51.7% (right) and 60.9% (left). Silent MRI infarcts were seen in 27/86 (31.4%) patients. No new lesions were identified on follow-up MRI. Although mild vascular tortuosity was appreciated in 31/86 (36.0%) of the patients, there were no steno-occlusive lesions in the circle of Willis. CONCLUSIONS: TCDI and MRA are routinely performed for non-invasively evaluating intracranial vascular abnormalities in children with SCD. In SCD children with no history of TIA or stroke, MRA following a normal TCDI examination is unlikely to show vascular abnormality. However, almost a third of these patients show silent infarcts on MRI, unassociated with MRA changes.


Asunto(s)
Anemia de Células Falciformes/complicaciones , Isquemia Encefálica/diagnóstico por imagen , Angiografía Cerebral/métodos , Angiografía por Resonancia Magnética , Accidente Cerebrovascular/diagnóstico por imagen , Adolescente , Factores de Edad , Anemia de Células Falciformes/diagnóstico , Enfermedades Asintomáticas , Isquemia Encefálica/etiología , Niño , Preescolar , Femenino , Humanos , Masculino , Valor Predictivo de las Pruebas , Estudios Retrospectivos , Accidente Cerebrovascular/etiología , Ultrasonografía Doppler Transcraneal
9.
Childs Nerv Syst ; 35(12): 2399-2403, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31280353

RESUMEN

BACKGROUND: Several complex pediatric neurovascular conditions are amenable to endovascular treatment. Given the unique anatomical and physiological challenges in children, there is an ongoing need for tools and techniques that provide accurate information for treatment planning, while minimizing exposure to ionizing radiation and contrast. This is more so for neonates and infants with high-flow arteriovenous (AV) shunts that are challenging to assess using conventional techniques. OBJECTIVE: In this brief report, we describe, through representative cases, the potential role of quantitative color-coded digital subtraction angiography (qDSA) in neuroendovascular procedures in children with high-flow AV shunting lesions. METHODS: Images were obtained using an ArtisQ biplane system (Siemens Healthineers, Erlangen, Germany). Post-processing was performed at a dedicated workstation (Syngo, Siemens) using the iFlow module to generate color-coded maps of individual digital subtraction angiography runs. CONCLUSION: Color-coded qDSA provides real-time quantitative information in high-flow AV shunting neurovascular lesions. This can potentially help direct treatment choices, optimize endovascular treatment protocols, monitor outcomes, and determine treatment end points.


Asunto(s)
Angiografía de Substracción Digital/métodos , Fístula Arteriovenosa/diagnóstico por imagen , Malformaciones Arteriovenosas Intracraneales/diagnóstico por imagen , Fístula Arteriovenosa/cirugía , Niño , Preescolar , Embolización Terapéutica/métodos , Procedimientos Endovasculares/métodos , Femenino , Humanos , Lactante , Malformaciones Arteriovenosas Intracraneales/cirugía , Masculino
10.
Pediatr Radiol ; 49(8): 1000-1009, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-31030334

RESUMEN

BACKGROUND: Children undergoing magnetic resonance imaging (MRI) can experience negative emotions both before and during their scan, causing them to move and often necessitating the use of procedural sedation. Several strategies to improve patient compliance have been attempted. OBJECTIVE: This study was designed to evaluate the effectiveness of a non-pharmacological intervention to reduce anxiety in pediatric patients preparing for MRI using animal-assisted therapy. MATERIALS AND METHODS: An animal intervention pilot study was performed in patients who agreed in advance to interact with a dog. Patients and caregivers filled out questionnaires, including questions designed to capture changes in patient emotion before and after the intervention. MRI diagnostic quality was compared to age- and gender-matched control groups with and without general anesthesia. RESULTS: The intervention in 21 patients comparing pre- and post-scan surveys demonstrated a statistically significant improvement in patient anxiety levels (P<0.01). Diagnostic MRI scans were achieved in 19/21 (90%), with no significant difference in exam quality or times compared against control groups. The majority of caregivers and staff members agreed strongly that patients benefited from the therapy dog's presence. CONCLUSION: The use of animal-assisted therapy in a pilot group in our MRI division resulted in a beneficial effect on patients' emotional status, easing anxiety in preparation for scheduled scans, without impacting MRI quality or duration. Further randomized studies will be needed to demonstrate its significance in reducing sedation rates in children undergoing MRI.


Asunto(s)
Terapia Asistida por Animales/métodos , Ansiedad/prevención & control , Imagen por Resonancia Magnética/métodos , Adolescente , Animales , Niño , Preescolar , Perros , Estudios de Seguimiento , Humanos , Imagen por Resonancia Magnética/psicología , Seguridad del Paciente , Proyectos Piloto , Mejoramiento de la Calidad , Estudios Retrospectivos , Medición de Riesgo , Encuestas y Cuestionarios
11.
Cereb Cortex ; 27(8): 4094-4105, 2017 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-27600850

RESUMEN

Identifying trajectories of early white matter development is important for understanding atypical brain development and impaired functional outcomes in children born very preterm (<32 weeks gestational age [GA]). In this study, 161 diffusion images were acquired in children born very preterm (median GA: 29 weeks) shortly following birth (75), term-equivalent (39), 2 years (18), and 4 years of age (29). Diffusion tensors were computed to obtain measures of fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD), which were aligned and averaged. A paediatric atlas was applied to obtain diffusion metrics within 12 white matter tracts. Developmental trajectories across time points demonstrated age-related changes which plateaued between term-equivalent and 2 years of age in the majority of posterior tracts and between 2 and 4 years of age in anterior tracts. Between preterm and term-equivalent scans, FA rates of change were slower in anterior than posterior tracts. Partial least squares analyses revealed associations between slower MD and RD rates of change within the external and internal capsule with lower intelligence quotients and language scores at 4 years of age. These results uniquely demonstrate early white matter development and its linkage to cognitive functions.


Asunto(s)
Encéfalo/diagnóstico por imagen , Encéfalo/crecimiento & desarrollo , Recien Nacido Extremadamente Prematuro/crecimiento & desarrollo , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/crecimiento & desarrollo , Atlas como Asunto , Preescolar , Imagen de Difusión por Resonancia Magnética , Imagen de Difusión Tensora , Femenino , Humanos , Recién Nacido , Inteligencia , Lenguaje , Estudios Longitudinales , Masculino , Pruebas Neuropsicológicas , Factores Sexuales
12.
Pediatr Radiol ; 47(7): 822-830, 2017 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-28331936

RESUMEN

Pediatric lumbar puncture can be challenging or unsuccessful for several reasons. At the same time, the excellent sonographic window into the pediatric spine provides a distinct opportunity for ultrasound-guided lumbar puncture. Minimal cerebrospinal fluid and thecal displacement by subdural or epidural hematomas are common after failed clinical attempts. Ultrasound is useful for determining a safe infraconal level for subarachnoid access. Real-time guidance increases not only the success rate but also the safety of diagnostic lumbar puncture and injections for chemotherapy and myelography. In this article, we discuss clinical and technical factors for ultrasound-guided pediatric lumbar puncture.


Asunto(s)
Punción Espinal/métodos , Ultrasonografía Intervencional , Niño , Preescolar , Femenino , Hematoma Epidural Craneal/etiología , Humanos , Lactante , Recién Nacido , Inyecciones Espinales , Masculino , Posicionamiento del Paciente , Factores de Riesgo , Traumatismos de la Médula Espinal/etiología , Punción Espinal/efectos adversos
13.
J Magn Reson Imaging ; 43(6): 1462-73, 2016 06.
Artículo en Inglés | MEDLINE | ID: mdl-26595366

RESUMEN

PURPOSE: To measure cerebellar growth in a longitudinal cohort of very preterm infants to identify early predictors of subsequent brain growth. Although the cerebellum grows rapidly during late gestation, the rate and variability of growth following premature birth, and the effects of associated injury, are largely unknown. MATERIALS AND METHODS: In all, 105 very-preterm born infants (24-32 weeks GA) were imaged using magnetic resonance imaging (MRI) at birth, term-equivalent, 2, and 4 years of age. Cerebellar and total cerebral volumes were estimated from 1 mm isotropic T1 -weighted scans acquired at 1.5T and 3T, using an atlas-based approach. Linear models were used to analyze cerebellar volume as cross-sectional and longitudinal functions of age, clinical, and radiological correlates. Linear models were also used to test for associations between volume and cognitive outcome. RESULTS: Cerebellar volume increased rapidly with age-at-scan during both the preterm (0.7 mL/wk, P < 0.001) and term periods (1.8 mL/wk, P < 0.001). Infants with grade 3 or 4 germinal matrix hemorrhage (GMH) had smaller cerebellar volumes as a percentage of total brain volume starting at birth and continuing to 4 years of age (-0.43%, -0.57%, -1.09% at preterm, term, and 4 years, respectively, P < 0.01). Irrespective of age-at-scan, early cerebellar volume was predictive of volume at 4 years of age (slope = 1.3, P < 0.001). Cerebellar volumes were not found to predict cognitive outcome at 4 years of age; P < 0.2. CONCLUSION: High-grade GMH and small perinatal cerebellar size is predictive of cerebellar development up to 4 years of age. These findings suggest that it is possible to identify individuals at high risk of reduced cerebellar volumes at an early age. J. Magn. Reson. Imaging 2016;43:1462-1473.


Asunto(s)
Envejecimiento/fisiología , Cerebelo/diagnóstico por imagen , Cerebelo/crecimiento & desarrollo , Interpretación de Imagen Asistida por Computador/métodos , Recien Nacido Extremadamente Prematuro/crecimiento & desarrollo , Imagen por Resonancia Magnética/métodos , Preescolar , Femenino , Humanos , Lactante , Recién Nacido , Estudios Longitudinales , Masculino , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Técnica de Sustracción
15.
Neuroimage ; 64: 505-16, 2013 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-22982360

RESUMEN

Magnetization transfer ratio (MTR), diffusion tensor imaging (DTI) parameters and T(1) relaxometry values were used to create parametric maps characterizing the tissue microstructure of the neonatal brain in infants born very premature (24-32 gestational weeks) and scanned at preterm and term equivalent age. Group-wise image registration was used to determine anatomical correspondence between individual scans and the pooled parametric data at the preterm and term ages. These parametric maps showed distinct contrasts whose interrelations varied across brain regions and between the preterm and term period. Discrete patterns of regional variation were observed for the different quantitative parameters, providing evidence that MRI is sensitive to multiple independent aspects of brain maturation. MTR values showed a marked change in the pattern of regional variation at term equivalent age compared to the preterm period such that the ordinal ranking of regions by signal contrast changed. This was unlike all other parameters where the regional ranking was preserved at the two time points. Interpreting the data in terms of myelination and structural organization, we report on the concordance with available histological data and demonstrate the value of quantitative MRI for tracking brain maturation over the neonatal period.


Asunto(s)
Envejecimiento/patología , Encéfalo/citología , Imagen de Difusión Tensora/métodos , Fibras Nerviosas Mielínicas/ultraestructura , Femenino , Humanos , Recien Nacido Extremadamente Prematuro , Recién Nacido , Masculino
16.
Ann Neurol ; 72(2): 211-23, 2012 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-22926854

RESUMEN

OBJECTIVE: The diagnosis of multiple sclerosis (MS) rests on confirmation of central nervous system inflammatory disease that is disseminated in space and time, as evidenced clinically or by magnetic resonance imaging (MRI). The 2010 McDonald criteria simplified MRI requirements, and newly proposed that the criteria are also suitable for the diagnosis of pediatric MS. METHODS: In a national prospective incident cohort study of children with acute demyelination observed for a minimum of 24 months, baseline and serial clinical and MRI examinations were used to retrospectively evaluate the 2010 and 2005 McDonald criteria using clinically relapsing disease as the gold standard. RESULTS: Of 212 eligible participants, 34 experienced 2 or more clinical attacks, 58 met the 2010 criteria, and 42 met 2005 McDonald criteria. The 2010 criteria demonstrated high sensitivity (100%), specificity (86%), positive predictive value (76%), and negative predictive value (100%) for children older than 11 years with non-acute disseminated encephalomyelitis (ADEM) presentations, as did the 2005 McDonald criteria. In younger children with a non-ADEM presentation, PPV of the 2010 criteria was only 55%. None of the 50 children with ADEM met clinical criteria for MS, but 10 met 2010 and 4 met 2005 criteria. INTERPRETATION: Both 2005 and 2010 McDonald criteria identify children with relapsing-remitting MS, although caution is suggested when applying these criteria in younger children. The 2010 McDonald criteria are simple and enable an early diagnosis of MS, but are not suited for application in the context of ADEM-like presentations.


Asunto(s)
Sistema Nervioso Central/patología , Evaluación de la Discapacidad , Esclerosis Múltiple/diagnóstico , Pediatría , Adolescente , Factores de Edad , Niño , Estudios de Cohortes , Diagnóstico Diferencial , Femenino , Humanos , Imagen por Resonancia Magnética/métodos , Imagen por Resonancia Magnética/normas , Masculino , Evaluación de Resultado en la Atención de Salud , Valor Predictivo de las Pruebas , Estudios Retrospectivos , Índice de Severidad de la Enfermedad , Factores de Tiempo
17.
Neuroradiology ; 55 Suppl 2: 105-11, 2013 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-23881450

RESUMEN

INTRODUCTION: Resting state networks are proposed to reflect the neuronal connectivity that underlies cognitive processes. Consequently, abnormal behaviour of these networks due to disease or altered development may predict poor cognitive outcome. To understand how very preterm birth may affect the development of resting state connectivity, we followed a cohort of very preterm-born infants from birth through to 4 years of age using resting state functional MRI. METHODS: From a larger longitudinal cohort of infants born very preterm (<32 weeks gestational age), 36 at birth, 30 at term, 21 two-year and 22 four-year resting state fMRI datasets were acquired. Using seed-based connectivity analyses with seeds in the anterior cingulate cortex, posterior cingulate cortex, left and right motor-hand regions and left and right temporal lobes, we investigated local and inter-region connectivity as a function of group and age. RESULTS: We found strong local connectivity during the preterm period, which matured into inter-hemispheric and preliminary default-mode network correlations by 4 years of age. This development is comparable to the resting state networks found in term-born infants of equivalent age. CONCLUSION: The results of this study suggest that differences in developmental trajectory between preterm-born and term-born infants are small and, if present, would require a large sample from both populations to be detected.


Asunto(s)
Envejecimiento/fisiología , Encéfalo/fisiología , Conectoma/métodos , Recien Nacido Prematuro/fisiología , Imagen por Resonancia Magnética/métodos , Red Nerviosa/fisiología , Plasticidad Neuronal/fisiología , Envejecimiento/patología , Encéfalo/anatomía & histología , Preescolar , Femenino , Humanos , Recién Nacido , Masculino , Red Nerviosa/anatomía & histología , Descanso/fisiología
18.
Radiology ; 263(2): 510-7, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22416249

RESUMEN

PURPOSE: To elucidate the relationship between gestational age, pathologic findings, and magnetic resonance (MR) imaging measures of tissue maturation-myelination in deep gray matter areas in very preterm neonates imaged at birth. MATERIALS AND METHODS: The study was approved by the research ethics board. Written informed consent was given by the infants' parents. Forty-two preterm neonates (19 boys; median gestational age, 28.7 weeks) with normal-appearing gray matter structures at presentation underwent MR imaging within 2 weeks of birth that included T1- and T2-weighted, magnetization transfer, and T1 relaxometry sequences. Neonates were separated into the following groups: those with normal findings (n = 23), those with white matter injury (WMI) (n = 9), those with grade I germinal matrix hemorrhage (GMH) (n = 3), and those with grade II GMH and WMI (n = 7). Analysis of covariance was used to determine regional effects of age and pathologic findings on magnetization transfer ratio (MTR) and to assess the relationship between MTR and T1. RESULTS: MTR increased linearly with age (P ≤ .0265), with a similar rate of change of 0.32% per week (95% confidence interval [CI]: 0.16, 0.49) in the basal ganglia (BG) and thalami. A lower trend (0.11% per week; 95% CI: -0.05, 0.28) was seen in the pons. Higher MTRs were seen in the thalami and pons than in the BG (P < .05), indicating earlier maturation. Accordingly, higher T1 values were observed in the BG relative to the thalami (P < .0001). Higher MTRs in the BG were observed in the group of neonates with normal findings at presentation than in the group with WMI (P = .02). CONCLUSION: MTR measurements can be used to monitor early myelination in the developing brain and to help detect changes in tissue that are not shown on T1- and T2-weighted MR images.


Asunto(s)
Encéfalo/crecimiento & desarrollo , Recien Nacido Prematuro , Imagen por Resonancia Magnética/métodos , Factores de Edad , Algoritmos , Análisis de Varianza , Ganglios Basales/crecimiento & desarrollo , Femenino , Edad Gestacional , Humanos , Interpretación de Imagen Asistida por Computador , Recién Nacido , Estudios Longitudinales , Masculino , Fibras Nerviosas Mielínicas , Estudios Prospectivos , Tálamo/crecimiento & desarrollo
19.
Sci Rep ; 12(1): 11872, 2022 07 13.
Artículo en Inglés | MEDLINE | ID: mdl-35831452

RESUMEN

To predict adverse neurodevelopmental outcome of very preterm neonates. A total of 166 preterm neonates born between 24-32 weeks' gestation underwent brain MRI early in life. Radiomics features were extracted from T1- and T2- weighted images. Motor, cognitive, and language outcomes were assessed at a corrected age of 18 and 33 months and 4.5 years. Elastic Net was implemented to select the clinical and radiomic features that best predicted outcome. The area under the receiver operating characteristic (AUROC) curve was used to determine the predictive ability of each feature set. Clinical variables predicted cognitive outcome at 18 months with AUROC 0.76 and motor outcome at 4.5 years with AUROC 0.78. T1-radiomics features showed better prediction than T2-radiomics on the total motor outcome at 18 months and gross motor outcome at 33 months (AUROC: 0.81 vs 0.66 and 0.77 vs 0.7). T2-radiomics features were superior in two 4.5-year motor outcomes (AUROC: 0.78 vs 0.64 and 0.8 vs 0.57). Combining clinical parameters and radiomics features improved model performance in motor outcome at 4.5 years (AUROC: 0.84 vs 0.8). Radiomic features outperformed clinical variables for the prediction of adverse motor outcomes. Adding clinical variables to the radiomics model enhanced predictive performance.


Asunto(s)
Recien Nacido Extremadamente Prematuro , Lenguaje , Edad Gestacional , Humanos , Recién Nacido , Imagen por Resonancia Magnética , Curva ROC , Estudios Retrospectivos
20.
Pediatr Radiol ; 41(6): 702-10, 2011 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-21161204

RESUMEN

BACKGROUND: T1- and T2-W MR sequences used for obtaining diagnostic information and morphometric measurements in the neonatal brain are frequently acquired using different imaging protocols. Optimizing one protocol for obtaining both kinds of information is valuable. OBJECTIVE: To determine whether high-resolution T1- and T2-W volumetric sequences optimized for preterm brain imaging could provide both diagnostic and morphometric value. MATERIALS AND METHODS: Thirty preterm neonates born between 24 and 32 weeks' gestational age were scanned during the first 2 weeks after birth. T1- and T2-W high-resolution sequences were optimized in terms of signal-to-noise ratio, contrast-to-noise ratio and scan time and compared to conventional spin-echo-based sequences. RESULTS: No differences were found between conventional and high-resolution T1-W sequences for diagnostic confidence, image quality and motion artifacts. A preference for conventional over high-resolution T2-W sequences for image quality was observed. High-resolution T1 images provided better delineation of thalamic myelination and the superior temporal sulcus. No differences were found for detection of myelination and sulcation using conventional and high-resolution T2-W images. CONCLUSION: High-resolution T1- and T2-W volumetric sequences can be used in clinical MRI in the very preterm brain to provide both diagnostic and morphometric information.


Asunto(s)
Encéfalo/patología , Aumento de la Imagen/métodos , Imagenología Tridimensional/métodos , Recien Nacido Prematuro , Imagen por Resonancia Magnética/métodos , Femenino , Humanos , Recién Nacido , Masculino , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
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