Sun Yuxin, Fu Chenxin, Gu Lifan, Zhao Huifang, Feng Yuying, Jin Chao
Department of Radiology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, P. R. China.
Shaanxi Engineering Research Center of Computational Imaging and Medical Intelligence, Xi'an, P. R. China.
Biol Sex Differ. 2025 May 25;16(1):35. doi: 10.1186/s13293-025-00719-2.
The cerebrospinal fluid (CSF) is known to serve as a unique environment for neurodevelopment, with specific proteins secreted by epithelial cells of the choroid plexus (CP) playing crucial roles in cortical development and cell differentiation. Sex-related differences in the brain in early life have been widely identified, but few studies have investigated the neonatal CSF system and associated transcriptional signatures.
This study included 75 full-term neonates [44 males and 31 females; gestational age (GA) = 37-42 weeks] without significant MRI abnormalities from the dHCP (developing Human Connectome Project) database. Deep-learning automated segmentation was used to measure various metrics of the brain ventricular system and CSF. Sex-related differences and relationships with postnatal age were analyzed by linear regression. Correlations between the CP and CSF space metrics were also examined. LASSO regression was further applied to identify the key genes contributing to the sex-related CSF system differences by using regional gene expression data from the Allen Human Brain Atlas.
Right lateral ventricles [2.42 ± 0.98 vs. 2.04 ± 0.45 cm3 (mean ± standard deviation), p = 0.036] and right CP (0.16 ± 0.07 vs. 0.13 ± 0.04 cm3, p = 0.024) were larger in males, with a stronger volume correlation (male/female correlation coefficients r: 0.798 vs. 0.649, p < 1 × 10). No difference was found in total CSF volume, while peripheral CSF (male/female β: 1.218 vs. 1.064) and CP (male/female β: 0.008 vs. 0.005) exhibited relatively faster growth in males. Additionally, the volumes of the lateral ventricular system, third ventricle, peripheral CSF, and total CSF were significantly correlated with their corresponding CP volume (r: 0.362 to 0.799, p < 0.05). DERL2 (Degradation in Endoplasmic Reticulum Protein 2) (r = 0.1319) and MRPL48 (Mitochondrial Large Ribosomal Subunit Protein) (r=-0.0370) were identified as potential key genes associated with sex-related differences in CSF system.
Male neonates present larger volumes and faster growth of the right lateral ventricle, likely linked to corresponding CP volume and growth pattern. The downregulation of DERL2 and upregulation of MRPL48 may contribute to these sex-related variations in the CSF system, suggesting a molecular basis for sex-specific brain development.
脑脊液(CSF)是神经发育的独特环境,脉络丛(CP)上皮细胞分泌的特定蛋白质在皮质发育和细胞分化中起关键作用。生命早期大脑中的性别差异已被广泛确认,但很少有研究调查新生儿脑脊液系统及相关转录特征。
本研究纳入了75名来自发育中人类连接组计划(dHCP)数据库的足月新生儿[44名男性和31名女性;胎龄(GA)=37-42周],其MRI无明显异常。采用深度学习自动分割技术测量脑室系统和脑脊液的各项指标。通过线性回归分析性别差异及与出生后年龄的关系。还检查了CP与脑脊液空间指标之间的相关性。进一步应用LASSO回归,利用艾伦人类大脑图谱的区域基因表达数据,确定导致脑脊液系统性别差异的关键基因。
男性的右侧脑室[2.42±0.98 vs. 2.04±0.45 cm³(平均值±标准差),p = 0.036]和右侧CP(0.16±0.07 vs. 0.13±0.04 cm³,p = 0.024)更大,体积相关性更强(男性/女性相关系数r:0.798 vs. 0.649,p < 1×10)。脑脊液总体积无差异,而外周脑脊液(男性/女性β:1.218 vs. 1.064)和CP(男性/女性β:0.008 vs. 0.005)在男性中生长相对更快。此外,侧脑室系统、第三脑室、外周脑脊液和脑脊液总体积与相应的CP体积显著相关(r:0.362至0.799,p < 0.05)。内质网降解蛋白2(DERL2)(r = 0.1319)和线粒体大核糖体亚基蛋白(MRPL48)(r = -0.0370)被确定为与脑脊液系统性别差异相关的潜在关键基因。
男性新生儿右侧脑室体积更大且生长更快,可能与相应的CP体积和生长模式有关。DERL2的下调和MRPL48的上调可能导致脑脊液系统的这些性别差异,提示性别特异性脑发育的分子基础。