TY - JOUR
T1 - Sex-dependent differences in connectivity patterns are related to episodic memory recall
AU - Spalek, Klara
AU - Coynel, David
AU - de Quervain, Dominique
AU - Milnik, Annette
N1 - Funding Information: This work was funded by the Swiss National Science Foundation (Sinergia grant CRSI33_130080 to D.J.F.d.Q. and A.P., individual grant 320030_159740 to D.J.F.d.Q.) and by the University of Basel. Publisher Copyright: © 2023 The Authors. Human Brain Mapping published by Wiley Periodicals LLC.
PY - 2023/12/1
Y1 - 2023/12/1
N2 - Previous studies have shown that females typically outperform males on episodic memory tasks. In this study, we investigated if (1) there are differences between males and females in their connectome characteristics, (2) if these connectivity patterns are associated with memory performance, and (3) if these brain connectome characteristics contribute to the differences in episodic memory performance between sexes. In a sample of 655 healthy young subjects (n = 391 females; n = 264 males), we derived brain network characteristics from diffusion-weighted imaging (DWI) data using models of crossing fibers within each voxel of the brain and probabilistic tractography (graph strength, shortest path length, global efficiency, and weighted transitivity). Group differences were analysed with linear models and mediation analyses were used to explore how connectivity patterns might relate to sex-dependent differences in memory performance. Our results show significant sex-dependent differences in weighted transitivity (d = 0.42), with males showing higher values. Further, we observed a negative association between weighted transitivity and memory performance (r = −0.12). Finally, these distinct connectome characteristics partially mediated the observed differences in memory performance (effect size of the indirect effect r = 0.02). Our findings indicate a higher interconnectedness in females compared to males. Additionally, we demonstrate that the sex-dependent differences in episodic memory performance can be partially explained by the differences in this connectome measure. These results further underscore the importance of sex-dependent differences in brain connectivity and their impact on cognitive function.
AB - Previous studies have shown that females typically outperform males on episodic memory tasks. In this study, we investigated if (1) there are differences between males and females in their connectome characteristics, (2) if these connectivity patterns are associated with memory performance, and (3) if these brain connectome characteristics contribute to the differences in episodic memory performance between sexes. In a sample of 655 healthy young subjects (n = 391 females; n = 264 males), we derived brain network characteristics from diffusion-weighted imaging (DWI) data using models of crossing fibers within each voxel of the brain and probabilistic tractography (graph strength, shortest path length, global efficiency, and weighted transitivity). Group differences were analysed with linear models and mediation analyses were used to explore how connectivity patterns might relate to sex-dependent differences in memory performance. Our results show significant sex-dependent differences in weighted transitivity (d = 0.42), with males showing higher values. Further, we observed a negative association between weighted transitivity and memory performance (r = −0.12). Finally, these distinct connectome characteristics partially mediated the observed differences in memory performance (effect size of the indirect effect r = 0.02). Our findings indicate a higher interconnectedness in females compared to males. Additionally, we demonstrate that the sex-dependent differences in episodic memory performance can be partially explained by the differences in this connectome measure. These results further underscore the importance of sex-dependent differences in brain connectivity and their impact on cognitive function.
KW - diffusion-weighted imaging (DWI)
KW - episodic memory
KW - sex
KW - structural connectome
UR - http://www.scopus.com/inward/record.url?scp=85169674160&partnerID=8YFLogxK
U2 - https://doi.org/10.1002/hbm.26465
DO - https://doi.org/10.1002/hbm.26465
M3 - Article
C2 - 37647201
SN - 1065-9471
VL - 44
SP - 5612
EP - 5623
JO - Human brain mapping
JF - Human brain mapping
IS - 17
ER -