Establishing a link between sex-related differences in the structural connectome and behaviour

被引:65
|
作者
Tunc, Birkan [1 ]
Solmaz, Berkan [1 ]
Parker, Drew [1 ]
Satterthwaite, Theodore D. [2 ]
Elliott, Mark A. [3 ]
Calkins, Monica E. [2 ]
Ruparel, Kosha [2 ]
Gur, Raquel E. [2 ]
Gur, Ruben C. [2 ]
Verma, Ragini [1 ]
机构
[1] Univ Penn, Dept Radiol, Ctr Biomed Image Comp & Analyt, Philadelphia, PA 19104 USA
[2] Univ Penn, Dept Psychiat, Neuropsychiat Sect, Philadelphia, PA 19104 USA
[3] Univ Penn, Ctr Magnet Resonance & Opt Imaging, Perelman Sch Med, Dept Radiol, Philadelphia, PA 19104 USA
关键词
sex; gender; diffusion imaging; connectome; structural connectivity; behaviour; WHITE-MATTER; COMMUNITY STRUCTURE; GENDER-DIFFERENCES; BRAIN; NETWORKS; AGE; CONNECTIVITY; ORGANIZATION; ARCHITECTURE; NEUROSCIENCE;
D O I
10.1098/rstb.2015.0111
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Recent years have witnessed an increased attention to studies of sex differences, partly because such differences offer important considerations for personalized medicine. While the presence of sex differences in human behaviour is well documented, our knowledge of their anatomical foundations in the brain is still relatively limited. As a natural gateway to fathom the human mind and behaviour, studies concentrating on the human brain network constitute an important segment of the research effort to investigate sex differences. Using a large sample of healthy young individuals, each assessed with diffusion MRI and a computerized neurocognitive battery, we conducted a comprehensive set of experiments examining sex-related differences in the meso-scale structures of the human connectome and elucidated how these differences may relate to sex differences at the level of behaviour. Our results suggest that behavioural sex differences, which indicate complementarity of males and females, are accompanied by related differences in brain structure across development. When using subnetworks that are defined over functional and behavioural domains, we observed increased structural connectivity related to the motor, sensory and executive function subnetworks in males. In females, subnetworks associated with social motivation, attention and memory tasks had higher connectivity. Males showed higher modularity compared to females, with females having higher inter-modular connectivity. Applying multivariate analysis, we showed an increasing separation between males and females in the course of development, not only in behavioural patterns but also in brain structure. We also showed that these behavioural and structural patterns correlate with each other, establishing a reliable link between brain and behaviour.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Sex-related differences in migraine
    Finocchi, Cinzia
    Strada, Laura
    NEUROLOGICAL SCIENCES, 2014, 35 : S207 - S213
  • [2] Sex-related differences in pain
    Cairns, Brian E.
    Gazerani, Parisa
    MATURITAS, 2009, 63 (04) : 292 - 296
  • [3] Sex-related differences in cardiomyopathies
    Pelliccia, Francesco
    Limongelli, Giuseppe
    Autore, Camillo
    Ramon Gimeno-Blanes, Juan
    Basso, Cristina
    Elliott, Perry
    INTERNATIONAL JOURNAL OF CARDIOLOGY, 2019, 286 : 239 - 243
  • [4] Sex-related differences in migraine
    Cinzia Finocchi
    Laura Strada
    Neurological Sciences, 2014, 35 : 207 - 213
  • [5] SEX-RELATED COGNITIVE DIFFERENCES
    HYDE, JS
    SOCIAL BIOLOGY, 1979, 26 (01): : 86 - 88
  • [6] Sex differences in the structural connectome of the human brain
    Ingalhalikar, Madhura
    Smith, Alex
    Parker, Drew
    Satterthwaite, Theodore D.
    Elliott, Mark A.
    Ruparel, Kosha
    Hakonarson, Hakon
    Gur, Raquel E.
    Gur, Ruben C.
    Verma, Ragini
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (02) : 823 - 828
  • [7] Sex-related differences between adiponectin and insulin resistance in schoolchildren
    Tsou, PL
    Jiang, YD
    Chang, CC
    Wei, JN
    Sung, FC
    Lin, CC
    Chiang, CC
    Tai, TY
    Chuang, LM
    DIABETES CARE, 2004, 27 (02) : 308 - 313
  • [8] SEX-RELATED DIFFERENCES IN HYPERTENSION: CLINICAL, FUNCTIONAL, STRUCTURAL AND BIOCHEMICAL INFLUENCES
    Suciu, Maria
    Vlaia, Lavinia
    Andor, Minodora
    Vlaia, Vicentiu
    Tomescu, Mirela
    Cristescu, Carmen
    ATHEROSCLEROSIS, 2017, 263 : E81 - E81
  • [9] SEX-RELATED POLITICAL DIFFERENCES IN CHILDHOOD
    GREENSTEIN, FI
    JOURNAL OF POLITICS, 1961, 23 (02): : 353 - 371
  • [10] Sex-related differences in foot shape
    Krauss, I.
    Grau, S.
    Mauch, M.
    Maiwald, C.
    Horstmann, T.
    ERGONOMICS, 2008, 51 (11) : 1693 - 1709