Literature DB >> 29615717

Age is reflected in the Fractal Dimensionality of MRI Diffusion Based Tractography.

Gernot Reishofer1, Fritz Studencnik2, Karl Koschutnig3, Hannes Deutschmann2, Helmut Ahammer4, Guilherme Wood3.   

Abstract

Fractal analysis is a widely used tool to analyze the geometrical complexity of biological structures. The geometry of natural objects such as plants, clouds, cellular structures, blood vessel, and many others cannot be described sufficiently with Euclidian geometric properties, but can be represented by a parameter called the fractal dimension. Here we show that a specific estimate of fractal dimension, the correlation dimension, is able to describe changes in the structural complexity of the human brain, based on data from magnetic resonance diffusion imaging. White matter nerve fiber bundles, represented by tractograms, were analyzed with regards to geometrical complexity, using fractal geometry. The well-known age-related change of white matter tissue was used to verify changes by means of fractal dimension. Structural changes in the brain were successfully be observed and quantified by fractal dimension and compared with changes in fractional anisotropy.

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Year:  2018        PMID: 29615717      PMCID: PMC5883031          DOI: 10.1038/s41598-018-23769-6

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  39 in total

1.  Age-related decline in brain white matter anisotropy measured with spatially corrected echo-planar diffusion tensor imaging.

Authors:  A Pfefferbaum; E V Sullivan; M Hedehus; K O Lim; E Adalsteinsson; M Moseley
Journal:  Magn Reson Med       Date:  2000-08       Impact factor: 4.668

2.  Is the brain cortex a fractal?

Authors:  Valerij G Kiselev; Klaus R Hahn; Dorothee P Auer
Journal:  Neuroimage       Date:  2003-11       Impact factor: 6.556

3.  A small world of weak ties provides optimal global integration of self-similar modules in functional brain networks.

Authors:  Lazaros K Gallos; Hernán A Makse; Mariano Sigman
Journal:  Proc Natl Acad Sci U S A       Date:  2012-02-03       Impact factor: 11.205

4.  Monotonic non-linear transformations as a tool to investigate age-related effects on brain white matter integrity: A Box-Cox investigation.

Authors:  Maria Morozova; Karl Koschutnig; Elise Klein; Guilherme Wood
Journal:  Neuroimage       Date:  2015-08-08       Impact factor: 6.556

5.  How long is the coast of britain? Statistical self-similarity and fractional dimension.

Authors:  B Mandelbrot
Journal:  Science       Date:  1967-05-05       Impact factor: 47.728

6.  Life-span changes of the human brain white matter: diffusion tensor imaging (DTI) and volumetry.

Authors:  Lars T Westlye; Kristine B Walhovd; Anders M Dale; Atle Bjørnerud; Paulina Due-Tønnessen; Andreas Engvig; Håkon Grydeland; Christian K Tamnes; Ylva Ostby; Anders M Fjell
Journal:  Cereb Cortex       Date:  2009-12-23       Impact factor: 5.357

7.  Resolving crossing fibres using constrained spherical deconvolution: validation using diffusion-weighted imaging phantom data.

Authors:  J-Donald Tournier; Chun-Hung Yeh; Fernando Calamante; Kuan-Hung Cho; Alan Connelly; Ching-Po Lin
Journal:  Neuroimage       Date:  2008-05-09       Impact factor: 6.556

8.  Age-related differences in the structural complexity of subcortical and ventricular structures.

Authors:  Christopher R Madan; Elizabeth A Kensinger
Journal:  Neurobiol Aging       Date:  2016-10-27       Impact factor: 4.673

9.  Brain structural complexity and life course cognitive change.

Authors:  Nazahah Mustafa; Trevor S Ahearn; Gordon D Waiter; Alison D Murray; Lawrence J Whalley; Roger T Staff
Journal:  Neuroimage       Date:  2012-04-10       Impact factor: 6.556

10.  Computer-assisted and fractal-based morphometric assessment of microvascularity in histological specimens of gliomas.

Authors:  Antonio Di Ieva; Emiliano Bruner; Georg Widhalm; Georgi Minchev; Manfred Tschabitscher; Fabio Grizzi
Journal:  Sci Rep       Date:  2012-05-29       Impact factor: 4.379

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  7 in total

1.  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

2.  Reduced cortical complexity in patients with thyroid-associated ophthalmopathy.

Authors:  Jiang Zhou; Wen Chen; Qian Wu; Lu Chen; Huan-Huan Chen; Hu Liu; Xiao-Quan Xu; Fei-Yun Wu; Hao Hu
Journal:  Brain Imaging Behav       Date:  2022-07-12       Impact factor: 3.224

3.  Sexual dimorphism in the relationship between brain complexity, volume and general intelligence (g): a cross-cohort study.

Authors:  Anca-Larisa Sandu; Gordon D Waiter; Roger T Staff; Nafeesa Nazlee; Tina Habota; Chris J McNeil; Dorota Chapko; Justin H Williams; Caroline H D Fall; Giriraj R Chandak; Shailesh Pene; Murali Krishna; Andrew M McIntosh; Heather C Whalley; Kalyanaraman Kumaran; Ghattu V Krishnaveni; Alison D Murray
Journal:  Sci Rep       Date:  2022-06-30       Impact factor: 4.996

4.  Reduced Cortical Complexity in Cirrhotic Patients with Minimal Hepatic Encephalopathy.

Authors:  Qiu-Feng Chen; Xiao-Hong Zhang; Tian-Xiu Zou; Nao-Xin Huang; Hua-Jun Chen
Journal:  Neural Plast       Date:  2020-03-18       Impact factor: 3.599

5.  Toward a more reliable characterization of fractal properties of the cerebral cortex of healthy subjects during the lifespan.

Authors:  Chiara Marzi; Marco Giannelli; Carlo Tessa; Mario Mascalchi; Stefano Diciotti
Journal:  Sci Rep       Date:  2020-10-12       Impact factor: 4.379

6.  Fractal structures arising from interfacial instabilities in bio-oil atomization.

Authors:  Abbas Ghasemi; Sangsig Yun; Xianguo Li
Journal:  Sci Rep       Date:  2021-01-11       Impact factor: 4.379

7.  Interactions Between Aging and Alzheimer's Disease on Structural Brain Networks.

Authors:  Zhanxiong Wu; Yunyuan Gao; Thomas Potter; Julia Benoit; Jian Shen; Paul E Schulz; Yingchun Zhang
Journal:  Front Aging Neurosci       Date:  2021-06-10       Impact factor: 5.750

  7 in total

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