Sex differences in the structural connectome of the human brain

被引:782
作者
Ingalhalikar, Madhura [1 ]
Smith, Alex [1 ]
Parker, Drew [1 ]
Satterthwaite, Theodore D. [3 ]
Elliott, Mark A. [2 ]
Ruparel, Kosha [3 ]
Hakonarson, Hakon [4 ]
Gur, Raquel E. [3 ]
Gur, Ruben C. [3 ]
Verma, Ragini [1 ]
机构
[1] Univ Penn, Perelman Sch Med, Sect Biomed Image Anal, Philadelphia, PA 19104 USA
[2] Univ Penn, Perelman Sch Med, Ctr Magnet Resonance & Opt Imaging, Dept Radiol, Philadelphia, PA 19104 USA
[3] Univ Penn, Perelman Sch Med, Dept Neuropsychiat, Philadelphia, PA 19104 USA
[4] Childrens Hosp Philadelphia, Ctr Appl Genom, Philadelphia, PA 19104 USA
关键词
diffusion imaging; gender differences; DIFFUSION-WEIGHTED MRI; HUMAN CEREBRAL-CORTEX; WHITE-MATTER; CORPUS-CALLOSUM; CORTICAL NETWORKS; YOUNG-ADULTS; TENSOR; DIMORPHISM; GENDER; AGE;
D O I
10.1073/pnas.1316909110
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Sex differences in human behavior show adaptive complementarity: Males have better motor and spatial abilities, whereas females have superior memory and social cognition skills. Studies also show sex differences in human brains but do not explain this complementarity. In this work, we modeled the structural connectome using diffusion tensor imaging in a sample of 949 youths (aged 8-22 y, 428 males and 521 females) and discovered unique sex differences in brain connectivity during the course of development. Connection-wise statistical analysis, as well as analysis of regional and global network measures, presented a comprehensive description of network characteristics. In all supratentorial regions, males had greater within-hemispheric connectivity, as well as enhanced modularity and transitivity, whereas between-hemispheric connectivity and cross-module participation predominated in females. However, this effect was reversed in the cerebellar connections. Analysis of these changes developmentally demonstrated differences in trajectory between males and females mainly in adolescence and in adulthood. Overall, the results suggest that male brains are structured to facilitate connectivity between perception and coordinated action, whereas female brains are designed to facilitate communication between analytical and intuitive processing modes.
引用
收藏
页码:823 / 828
页数:6
相关论文
共 55 条
[1]   Sex dimorphism in gray/white matter volume and diffusion tensor during normal aging [J].
Abe, Osamu ;
Yamasue, Hidenori ;
Yamada, Haruyasu ;
Masutani, Yoshitaka ;
Kabasawa, Hiroyuki ;
Sasaki, Hiroki ;
Takei, Kunio ;
Suga, Motomu ;
Kasai, Kiyoto ;
Aoki, Shigeki ;
Ohtomo, Kuni .
NMR IN BIOMEDICINE, 2010, 23 (05) :446-458
[2]   Sexual dimorphism and asymmetries in the gray-white composition of the human cerebrum [J].
Allen, JS ;
Damasio, H ;
Grabowski, TJ ;
Bruss, J ;
Zhang, W .
NEUROIMAGE, 2003, 18 (04) :880-894
[3]  
ALLEN LS, 1991, J NEUROSCI, V11, P933
[4]   White Matter Development in Adolescence: A DTI Study [J].
Asato, M. R. ;
Terwilliger, R. ;
Woo, J. ;
Luna, B. .
CEREBRAL CORTEX, 2010, 20 (09) :2122-2131
[5]   MR DIFFUSION TENSOR SPECTROSCOPY AND IMAGING [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
BIOPHYSICAL JOURNAL, 1994, 66 (01) :259-267
[6]   Diffusion-tensor MRI: theory, experimental design and data analysis - a technical review [J].
Basser, PJ ;
Jones, DK .
NMR IN BIOMEDICINE, 2002, 15 (7-8) :456-467
[7]   Hierarchical organization of human cortical networks in health and schizophrenia [J].
Bassett, Danielle S. ;
Bullmore, Edward T. ;
Verchinski, Beth A. ;
Mattay, Venkata S. ;
Weinberger, Daniel R. ;
Meyer-Lindenberg, Andreas .
JOURNAL OF NEUROSCIENCE, 2008, 28 (37) :9239-9248
[8]   Sex differences in adolescent white matter architecture [J].
Bava, Sunita ;
Boucquey, Veronique ;
Goldenberg, Diane ;
Thayer, Rachel E. ;
Ward, Megan ;
Jacobus, Joanna ;
Tapert, Susan F. .
BRAIN RESEARCH, 2011, 1375 :41-48
[9]   Characterization and propagation of uncertainty in diffusion-weighted MR imaging [J].
Behrens, TEJ ;
Woolrich, MW ;
Jenkinson, M ;
Johansen-Berg, H ;
Nunes, RG ;
Clare, S ;
Matthews, PM ;
Brady, JM ;
Smith, SM .
MAGNETIC RESONANCE IN MEDICINE, 2003, 50 (05) :1077-1088
[10]   Complex brain networks: graph theoretical analysis of structural and functional systems [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2009, 10 (03) :186-198