Serio Bianca, Yilmaz Deniz, Pritschet Laura, Grotzinger Hannah, Jacobs Emily G, Eickhoff Simon B, Valk Sofie L
Institute of Neuroscience and Medicine, Brain & Behavior (INM-7), Research Centre Jülich, Jülich, Germany.
Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
Imaging Neurosci (Camb). 2025 Feb 18;3. doi: 10.1162/imag_a_00474. eCollection 2025.
Human neuroimaging studies consistently show multimodal patterns of variabilityalong a key principle of macroscale cortical organization-thesensorimotor-association (S-A) axis. However, little is known about day-to-dayfluctuations in functional activity along this axis within an individual,including sex-specific neuroendocrine factors contributing to such transientchanges. We leveraged data from two densely sampled healthy young adults, onefemale and one male, to investigate intra-individual daily variability along theS-A axis, which we computed as our measure of functional cortical organizationby reducing the dimensionality of functional connectivity matrices. Dailyvariability was greatest in temporal limbic and ventral prefrontal regions inboth participants, and was more strongly pronounced in the male subject. Next,we probed local- and system-level effects of steroid hormones and self-reportedperceived stress on functional organization. Beyond shared patterns of effects,our findings revealed subtle and unique associations between neuroendocrinefluctuations and intra-individual variability along the S-A axis in the femaleand male participants. In sum, our study points to neuroendocrine factors aspossible modulators of intra-individual variability in functional brainorganization, highlighting the need for further research in larger samples toassess the sex specificity of these effects.
人类神经影像学研究始终显示,沿着宏观尺度皮质组织的一个关键原则——感觉运动-联合(S-A)轴,存在多模态变异性模式。然而,对于个体内部沿该轴的功能活动的日常波动,包括导致这种短暂变化的性别特异性神经内分泌因素,我们却知之甚少。我们利用来自两名健康年轻成年人(一名女性和一名男性)的密集采样数据,来研究个体内部沿S-A轴的每日变异性,我们通过降低功能连接矩阵的维度来计算这种变异性,以此作为功能性皮质组织的度量。两名参与者的颞叶边缘和腹侧前额叶区域的每日变异性最大,且在男性受试者中更为明显。接下来,我们探究了类固醇激素和自我报告的感知压力对功能组织的局部和系统水平影响。除了共同的效应模式外,我们的研究结果还揭示了女性和男性参与者中神经内分泌波动与沿S-A轴的个体内部变异性之间微妙而独特的关联。总之,我们的研究指出神经内分泌因素可能是功能性脑组织结构中个体内部变异性的调节因子,强调需要在更大样本中进行进一步研究,以评估这些效应的性别特异性。