Sex differences in structural covariance network based on MRI cortical morphometry: effects on episodic memory

被引:4
作者
Shi, Yajun [1 ,2 ]
Cui, Dong [1 ,2 ]
Niu, Jinpeng [1 ,2 ]
Zhang, Xiaotong [1 ,2 ]
Sun, Fengzhu [1 ,2 ]
Liu, Haiqin [1 ,2 ]
Dou, Ruhai [1 ,2 ]
Qiu, Jianfeng [1 ,2 ]
Jiao, Qing [1 ,2 ]
Cao, Weifang [1 ,2 ]
Yu, Guanghui [1 ,2 ,3 ]
机构
[1] Shandong First Med Univ, Affiliated Hosp 2, Tai An 271000, Peoples R China
[2] Shandong First Med Univ & Shandong Acad Med Sci, Tai An 271016, Peoples R China
[3] Shandong First Med Univ & Shandong Acad Med Sci, 619 Changcheng Rd, Tai An, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
cortical volume; episodic memory; sex; structural covariance network; structural magnetic resonance imaging; MEDIAL TEMPORAL-LOBE; HUMAN BRAIN; DEFAULT-MODE; ALZHEIMERS-DISEASE; GRAY-MATTER; ANTERIOR; AGE; FRONTOPARIETAL; CONNECTIVITY; CONVERGENCE;
D O I
10.1093/cercor/bhad147
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Sex differences in episodic memory (EM), remembering past events based on when and where they occurred, have been reported, but the neural mechanisms are unclear. T-1-weighted images of 111 females and 61 males were acquired from the Dallas Lifespan Brain Study. Using surface-based morphometry and structural covariance (SC) analysis, we constructed structural covariance networks (SCN) based on cortical volume, and the global efficiency (E-glob) was computed to characterize network integration. The relationship between SCN and EM was examined by SC analysis among the top-n brain regions that were most relevant to EM performance. The number of SC connections (females: 3306; males: 437, P = 0.0212) and E-glob (females: 0.1845; males: 0.0417, P = 0.0408) of SCN in females were higher than those in males. The top-n brain regions with the strongest SC in females were located in auditory network, cingulo-opercular network (CON), and default mode network (DMN), and in males, they were located in frontoparietal network, CON, and DMN. These results confirmed that the E-glob of SCN in females was higher than males, sex differences in EM performance might be related to the differences in network-level integration. Our study highlights the importance of sex as a research variable in brain science.
引用
收藏
页码:8645 / 8653
页数:9
相关论文
共 85 条
  • [1] Sex differences of human cortical blood flow and energy metabolism
    Aanerud, Joel
    Borghammer, Per
    Rodell, Anders
    Jonsdottir, Kristjana Y.
    Gjedde, Albert
    [J]. JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2017, 37 (07) : 2433 - 2440
  • [2] Relationship between episodic memory and volume of the brain regions of two functional cortical memory systems in multiple sclerosis
    Aladro, Yolanda
    Lopez-Alvarez, Laudino
    Mario Sanchez-Reyes, Jorge
    Antonio Hernandez-Tamames, Juan
    Melero, Helena
    Rubio-Fernandez, Sandra
    Thuissard, Israel
    Cerezo-Garcia, Marta
    [J]. JOURNAL OF NEUROLOGY, 2018, 265 (10) : 2182 - 2189
  • [3] Imaging structural co-variance between human brain regions
    Alexander-Bloch, Aaron
    Giedd, Jay N.
    Bullmore, Edward T.
    [J]. NATURE REVIEWS NEUROSCIENCE, 2013, 14 (05) : 322 - 336
  • [4] The Convergence of Maturational Change and Structural Covariance in Human Cortical Networks
    Alexander-Bloch, Aaron
    Raznahan, Armin
    Bullmore, Ed T
    Giedd, Jay
    [J]. JOURNAL OF NEUROSCIENCE, 2013, 33 (07) : 2889 - +
  • [5] A decade of changes in brain volume and cognition
    Aljondi, Rowa
    Szoeke, Cassandra
    Steward, Chris
    Yates, Paul
    Desmond, Patricia
    [J]. BRAIN IMAGING AND BEHAVIOR, 2019, 13 (02) : 554 - 563
  • [6] What Did You Do Yesterday? A Meta-Analysis of Sex Differences in Episodic Memory
    Asperholm, Martin
    Hogman, Nadja
    Rafi, Jonas
    Herlitz, Agneta
    [J]. PSYCHOLOGICAL BULLETIN, 2019, 145 (08) : 785 - 821
  • [7] Neuroanatomical Aspects of the Temporo-Parieto-Occipital Junction and New Surgical Strategy to Preserve the Associated Tracts in Junctional Lesion Surgery: Fiber Separation Technique
    Biceroglu, Huseyin
    Karadag, Ali
    [J]. TURKISH NEUROSURGERY, 2019, 29 (06) : 864 - 874
  • [8] Toward discovery science of human brain function
    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
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (10) : 4734 - 4739
  • [9] Puberty Influences Medial Temporal Lobe and Cortical Gray Matter Maturation Differently in Boys Than Girls Matched for Sexual Maturity
    Bramen, Jennifer E.
    Hranilovich, Jennifer A.
    Dahl, Ronald E.
    Forbes, Erika E.
    Chen, Jessica
    Toga, Arthur W.
    Dinov, Ivo D.
    Worthman, Carol M.
    Sowell, Elizabeth R.
    [J]. CEREBRAL CORTEX, 2011, 21 (03) : 636 - 646
  • [10] Brandt J., 1991, The clinical neuropsychologist, V5, P125