Literature DB >> 20633658

Fractal-dimension analysis detects cerebral changes in preterm infants with and without intrauterine growth restriction.

Francisco J Esteban1, Nelly Padilla, Magdalena Sanz-Cortés, Juan Ruiz de Miras, Núria Bargalló, Pablo Villoslada, Eduard Gratacós.   

Abstract

In the search for a useful parameter to detect and quantify subtle brain abnormalities in infants with intrauterine growth restriction (IUGR), we hypothesised that the analysis of the structural complexity of grey matter (GM) and white matter (WM) using the fractal dimension (FD), a measurement of the topological complexity of an object, could be established as a useful tool for quantitative studies of infant brain morphology. We studied a sample of 18 singleton IUGR premature infants, (12.72 months corrected age (CA), range: 12 months-14 months), 15 preterm infants matched one-to-one for gestational age (GA) at delivery (12.6 months; range: 12 months-14 months), and 15 neonates born at term (12.4 months; range: 11 months-14 months). The neurodevelopmental outcome was assessed in all subjects at 18 months CA according to the Bayley Scale for Infant and Toddler Development - Third edition (BSID-III). For MRI acquisition and processing, the infants were scanned at 12 months CA, in a TIM TRIO 3T scanner, sleeping naturally. Images were pre-processed using the SPM5 toolbox, the GM and WM segmented under the VBM5 toolbox, and the box-counting method was applied for FD calculation of normal and skeletonized segmented images. The results showed a significant decrease of the FD of the brain GM and WM in the IUGR group when compared to the preterm or at-term controls. We also identified a significant linear tendency of both GM and WM FD from IUGR to preterm and term groups. Finally, multiple linear analyses between the FD of the GM or WM and the neurodevelopmental scales showed a significant regression of the language and motor scales with the FD of the GM. In conclusion, a decreased FD of the GM and WM in IUGR infants could be a sensitive indicator for the investigation of structural brain abnormalities in the IUGR population at 12 months of age, which can also be related to functional disorders.
Copyright © 2010 Elsevier Inc. All rights reserved.

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Year:  2010        PMID: 20633658     DOI: 10.1016/j.neuroimage.2010.07.019

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  26 in total

1.  MRI at 12 ± 2 months' corrected age without sedation.

Authors:  Nelly Padilla; Francesc Botet; Eduard Gratacós
Journal:  Pediatr Radiol       Date:  2012-01-17

2.  Neonatal Intensive-Care Unit Graduates Show Persistent Difficulties in an Intra-Dimensional Shift Card Sort.

Authors:  Phyllis M Kittler; Patricia J Brooks; Vanessa Rossi; Bernard Z Karmel; Judith M Gardner; Michael J Flory
Journal:  J Cogn Dev       Date:  2013-10-01

Review 3.  Therapeutic potential to reduce brain injury in growth restricted newborns.

Authors:  Julie A Wixey; Kirat K Chand; Lily Pham; Paul B Colditz; S Tracey Bjorkman
Journal:  J Physiol       Date:  2018-05-23       Impact factor: 5.182

4.  Language outcomes at 36 months in prematurely born children is associated with the quality of developmental care in NICUs.

Authors:  R Montirosso; L Giusti; A Del Prete; R Zanini; R Bellù; R Borgatti
Journal:  J Perinatol       Date:  2016-04-21       Impact factor: 2.521

5.  Evaluation of the 3D fractal dimension as a marker of structural brain complexity in multiple-acquisition MRI.

Authors:  Stephan Krohn; Martijn Froeling; Alexander Leemans; Dirk Ostwald; Pablo Villoslada; Carsten Finke; Francisco J Esteban
Journal:  Hum Brain Mapp       Date:  2019-05-15       Impact factor: 5.038

6.  Neurodevelopment at Age 10 Years of Children Born <28 Weeks With Fetal Growth Restriction.

Authors:  Steven J Korzeniewski; Elizabeth N Allred; Robert M Joseph; Tim Heeren; Karl C K Kuban; T Michael O'Shea; Alan Leviton
Journal:  Pediatrics       Date:  2017-10-13       Impact factor: 7.124

7.  Brain volumes and white matter microstructure in 8- to 10-year-old children born with fetal growth restriction.

Authors:  Noora Korkalainen; Tero Ilvesmäki; Riitta Parkkola; Marja Perhomaa; Kaarin Mäkikallio
Journal:  Pediatr Radiol       Date:  2022-04-22

Review 8.  Electroencephalographic studies in growth-restricted and small-for-gestational-age neonates.

Authors:  Nathan J Stevenson; Melissa M Lai; Hava E Starkman; Paul B Colditz; Julie A Wixey
Journal:  Pediatr Res       Date:  2022-02-23       Impact factor: 3.756

9.  Is there any difference between high-risk infants with different birth weight and gestational age in neurodevelopmental characters?

Authors:  Özgün Kaya Kara; Mintaze Kerem Günel; Cengizhan Açıkel; Şule Yiğit; Mutluay Arslan
Journal:  Turk Pediatri Ars       Date:  2015-09-01

Review 10.  The consequences of fetal growth restriction on brain structure and neurodevelopmental outcome.

Authors:  Suzanne L Miller; Petra S Huppi; Carina Mallard
Journal:  J Physiol       Date:  2016-01-05       Impact factor: 5.182

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