Investigating sexual dimorphism in human brain structure by combining multiple indexes of brain morphology and source-based morphometry

被引:7
作者
Del Mauro, Gianpaolo [1 ]
Del Maschio, Nicola [1 ,2 ]
Sulpizio, Simone [3 ,4 ]
Fedeli, Davide [1 ]
Perani, Daniela [2 ,5 ,6 ]
Abutalebi, Jubin [1 ,2 ,7 ]
机构
[1] Univ Vita Salute San Raffaele, Fac Psychol, Ctr Neurolinguist & Psycholinguist CNPL, Via Olgettina 58, I-20132 Milan, Italy
[2] Univ Vita Salute San Raffaele, Fac Psychol, Milan, Italy
[3] Univ Milano Bicocca, Dept Psychol, Milan, Italy
[4] Univ Milano Bicocca, Milan Ctr Neurosci NeuroMi, Milan, Italy
[5] IRCCS San Raffaele Sci Inst, Div Neurosci, In Vivo Human Mol & Struct Neuroimaging Unit, Milan, Italy
[6] Osped San Raffaele, Nucl Med Unit, Milan, Italy
[7] Arctic Univ Norway, Tromso, Norway
关键词
Sex differences; Source-based morphometry; Gray matter volume; Surface area; Cortical thickness; Fractal dimension; HORMONAL CONTRACEPTIVE USE; GRAY-MATTER; CORTICAL THICKNESS; HEALTHY-INDIVIDUALS; FRACTAL DIMENSION; SURFACE-AREA; DEFAULT MODE; COMPLEXITY; DIFFERENCE; BEHAVIOR;
D O I
10.1007/s00429-021-02376-8
中图分类号
R602 [外科病理学、解剖学]; R32 [人体形态学];
学科分类号
100101 ;
摘要
Computational morphometry of magnetic resonance images represents a powerful tool for studying macroscopic differences in human brains. In the present study (N participants = 829), we combined different techniques and measures of brain morphology to investigate one of the most compelling topics in neuroscience: sexual dimorphism in human brain structure. When accounting for overall larger male brains, results showed limited sex differences in gray matter volume (GMV) and surface area. On the other hand, we found larger differences in cortical thickness, favoring both males and females, arguably as a result of region-specific differences. We also observed higher values of fractal dimension, a measure of cortical complexity, for males versus females across the four lobes. In addition, we applied source-based morphometry, an alternative method for measuring GMV based on the independent component analysis. Analyses on independent components revealed higher GMV in fronto-parietal regions, thalamus and caudate nucleus for females, and in cerebellar- temporal cortices and putamen for males, a pattern that is largely consistent with previous findings.
引用
收藏
页码:11 / 21
页数:11
相关论文
共 60 条
[1]   Definition and characterization of an extended social-affective default network [J].
Amft, Maren ;
Bzdok, Danilo ;
Laird, Angela R. ;
Fox, Peter T. ;
Schilbach, Leonhard ;
Eickhoff, Simon B. .
BRAIN STRUCTURE & FUNCTION, 2015, 220 (02) :1031-1049
[2]   Sex Differences in the Brain, Behavior, and Neuropsychiatric Disorders [J].
Bao, Ai-Min ;
Swaab, Dick F. .
NEUROSCIENTIST, 2010, 16 (05) :550-565
[3]   AN INFORMATION MAXIMIZATION APPROACH TO BLIND SEPARATION AND BLIND DECONVOLUTION [J].
BELL, AJ ;
SEJNOWSKI, TJ .
NEURAL COMPUTATION, 1995, 7 (06) :1129-1159
[4]   Toward discovery science of human brain function [J].
Biswal, Bharat B. ;
Mennes, Maarten ;
Zuo, Xi-Nian ;
Gohel, Suril ;
Kelly, Clare ;
Smith, Steve M. ;
Beckmann, Christian F. ;
Adelstein, Jonathan S. ;
Buckner, Randy L. ;
Colcombe, Stan ;
Dogonowski, Anne-Marie ;
Ernst, Monique ;
Fair, Damien ;
Hampson, Michelle ;
Hoptman, Matthew J. ;
Hyde, James S. ;
Kiviniemi, Vesa J. ;
Kotter, Rolf ;
Li, Shi-Jiang ;
Lin, Ching-Po ;
Lowe, Mark J. ;
Mackay, Clare ;
Madden, David J. ;
Madsen, Kristoffer H. ;
Margulies, Daniel S. ;
Mayberg, Helen S. ;
McMahon, Katie ;
Monk, Christopher S. ;
Mostofsky, Stewart H. ;
Nagel, Bonnie J. ;
Pekar, James J. ;
Peltier, Scott J. ;
Petersen, Steven E. ;
Riedl, Valentin ;
Rombouts, Serge A. R. B. ;
Rypma, Bart ;
Schlaggar, Bradley L. ;
Schmidt, Sein ;
Seidler, Rachael D. ;
Siegle, Greg J. ;
Sorg, Christian ;
Teng, Gao-Jun ;
Veijola, Juha ;
Villringer, Arno ;
Walter, Martin ;
Wang, Lihong ;
Weng, Xu-Chu ;
Whitfield-Gabrieli, Susan ;
Williamson, Peter ;
Windischberger, Christian .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (10) :4734-4739
[5]   The brain's default network - Anatomy, function, and relevance to disease [J].
Buckner, Randy L. ;
Andrews-Hanna, Jessica R. ;
Schacter, Daniel L. .
YEAR IN COGNITIVE NEUROSCIENCE 2008, 2008, 1124 :1-38
[6]   Consensus Paper: Towards a Systems-Level View of Cerebellar Function: the Interplay Between Cerebellum, Basal Ganglia, and Cortex [J].
Caligiore, Daniele ;
Pezzulo, Giovanni ;
Baldassarre, Gianluca ;
Bostan, Andreea C. ;
Strick, Peter L. ;
Doya, Kenji ;
Helmich, Rick C. ;
Dirkx, Michiel ;
Houk, James ;
Jorntell, Henrik ;
Lago-Rodriguez, Angel ;
Galea, Joseph M. ;
Miall, R. Chris ;
Popa, Traian ;
Kishore, Asha ;
Verschure, Paul F. M. J. ;
Zucca, Riccardo ;
Herreros, Ivan .
CEREBELLUM, 2017, 16 (01) :203-229
[7]   Sex differences in regional gray matter in healthy individuals aged 44-48 years: A voxel-based morphometric study [J].
Chen, Xiaohua ;
Sachdev, Perminder S. ;
Wen, Wei ;
Anstey, Kaarin J. .
NEUROIMAGE, 2007, 36 (03) :691-699
[8]   Automatic parcellation of human cortical gyri and sulci using standard anatomical nomenclature [J].
Destrieux, Christophe ;
Fischl, Bruce ;
Dale, Anders ;
Halgren, Eric .
NEUROIMAGE, 2010, 53 (01) :1-15
[9]   Fractals in the Neurosciences, Part II: Clinical Applications and Future Perspectives [J].
Di Ieva, Antonio ;
Esteban, Francisco J. ;
Grizzi, Fabio ;
Klonowski, Wlodzimierz ;
Martin-Landrove, Miguel .
NEUROSCIENTIST, 2015, 21 (01) :30-43
[10]   Fractals in the Neurosciences, Part I: General Principles and Basic Neurosciences [J].
Di Ieva, Antonio ;
Grizzi, Fabio ;
Jelinek, Herbert ;
Pellionisz, Andras J. ;
Losa, Gabriele Angelo .
NEUROSCIENTIST, 2014, 20 (04) :403-417