Literature DB >> 25591011

A 12-step user guide for analyzing voxel-wise gray matter asymmetries in statistical parametric mapping (SPM).

Florian Kurth1, Christian Gaser2, Eileen Luders1.   

Abstract

Voxel-based morphometry (VBM) has been proven capable of capturing cerebral gray matter asymmetries with a high (voxel-wise) regional specificity. However, a standardized reference on how to conduct voxel-wise asymmetry analyses is missing. This protocol provides the scientific community with a carefully developed guide describing, in 12 distinct steps, how to take structural images from data pre-processing, via statistical analysis, to the final interpretation of the significance maps. Key adaptations compared with the standard VBM workflow involve establishing a voxel-wise hemispheric correspondence, capturing the direction and degree of asymmetry and preventing a blurring of information across hemispheres. The workflow incorporates the most recent methodological developments, including high-dimensional spatial normalization and partial volume estimations. Although the protocol is primarily designed to enable relatively inexperienced users to conduct a voxel-based asymmetry analysis on their own, it may also be useful to experienced users who wish to efficiently adapt their existing scripts or pipelines.

Mesh:

Year:  2015        PMID: 25591011     DOI: 10.1038/nprot.2015.014

Source DB:  PubMed          Journal:  Nat Protoc        ISSN: 1750-2799            Impact factor:   13.491


  26 in total

1.  A voxel-based approach to gray matter asymmetries.

Authors:  E Luders; C Gaser; L Jancke; G Schlaug
Journal:  Neuroimage       Date:  2004-06       Impact factor: 6.556

2.  Fast and robust parameter estimation for statistical partial volume models in brain MRI.

Authors:  Jussi Tohka; Alex Zijdenbos; Alan Evans
Journal:  Neuroimage       Date:  2004-09       Impact factor: 6.556

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Journal:  Neuroimage       Date:  2007-07-18       Impact factor: 6.556

4.  Validity of modulation and optimal settings for advanced voxel-based morphometry.

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Journal:  Neuroimage       Date:  2013-08-08       Impact factor: 6.556

Review 5.  Body MRI artifacts in clinical practice: a physicist's and radiologist's perspective.

Authors:  Martin J Graves; Donald G Mitchell
Journal:  J Magn Reson Imaging       Date:  2013-08       Impact factor: 4.813

6.  Threshold-free cluster enhancement: addressing problems of smoothing, threshold dependence and localisation in cluster inference.

Authors:  Stephen M Smith; Thomas E Nichols
Journal:  Neuroimage       Date:  2008-04-11       Impact factor: 6.556

7.  Adaptive non-local means denoising of MR images with spatially varying noise levels.

Authors:  José V Manjón; Pierrick Coupé; Luis Martí-Bonmatí; D Louis Collins; Montserrat Robles
Journal:  J Magn Reson Imaging       Date:  2010-01       Impact factor: 4.813

8.  Statistical approach to segmentation of single-channel cerebral MR images.

Authors:  J C Rajapakse; J N Giedd; J L Rapoport
Journal:  IEEE Trans Med Imaging       Date:  1997-04       Impact factor: 10.048

9.  A meta-algorithm for brain extraction in MRI.

Authors:  David E Rex; David W Shattuck; Roger P Woods; Katherine L Narr; Eileen Luders; Kelly Rehm; Sarah E Stoltzner; Sarah E Stolzner; David A Rottenberg; Arthur W Toga
Journal:  Neuroimage       Date:  2004-10       Impact factor: 6.556

10.  Meditation effects within the hippocampal complex revealed by voxel-based morphometry and cytoarchitectonic probabilistic mapping.

Authors:  Eileen Luders; Florian Kurth; Arthur W Toga; Katherine L Narr; Christian Gaser
Journal:  Front Psychol       Date:  2013-07-09
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  57 in total

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Journal:  Biol Psychiatry       Date:  2019-04-30       Impact factor: 13.382

3.  Widespread and lateralized social brain activity for processing dynamic facial expressions.

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4.  Sexual dimorphism of Broca's region: More gray matter in female brains in Brodmann areas 44 and 45.

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5.  Structural and functional motor cortex asymmetry in unilateral lower limb amputation with phantom limb pain.

Authors:  K Pacheco-Barrios; C B Pinto; F G Saleh Velez; D Duarte; M E Gunduz; M Simis; A C Lepesteur Gianlorenco; J L Barouh; D Crandell; M Guidetti; L Battistella; F Fregni
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6.  The effect of IDH1 mutation on the structural connectome in malignant astrocytoma.

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7.  Investigating the differential contributions of sex and brain size to gray matter asymmetry.

Authors:  Florian Kurth; Paul M Thompson; Eileen Luders
Journal:  Cortex       Date:  2017-12-06       Impact factor: 4.027

8.  Altered regional grey matter volume and appetite-related hormone levels in adolescent obesity with or without binge-eating disorder.

Authors:  Serkan Turan; Fatma Ceren Sarioglu; Ibrahim Mert Erbas; Berrin Cavusoglu; Ezgi Karagöz; Ali Riza Şişman; Sevay Alsen Güney; Handan Güleryüz; Ayhan Abaci; Yesim Ozturk; Aynur Pekcanlar Akay
Journal:  Eat Weight Disord       Date:  2021-02-06       Impact factor: 4.652

Review 9.  Gray matter asymmetries in aging and neurodegeneration: A review and meta-analysis.

Authors:  Lora Minkova; Annegret Habich; Jessica Peter; Christoph P Kaller; Simon B Eickhoff; Stefan Klöppel
Journal:  Hum Brain Mapp       Date:  2017-08-30       Impact factor: 5.038

10.  The Reduction of Ventrolateral Prefrontal Cortex Gray Matter Volume Correlates with Loss of Economic Rationality in Aging.

Authors:  Hui-Kuan Chung; Agnieszka Tymula; Paul Glimcher
Journal:  J Neurosci       Date:  2017-10-05       Impact factor: 6.167

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