Rodrigue Amanda L, Knowles Emma E M, Mollon Josephine, Mathias Samuel R, Peralta Juan Manuel, Leandro Ana C, Fox Peter T, Kochunov Peter, Olvera Rene L, Almasy Laura, Curran Joanne E, Blangero John, Glahn David C
Department of Psychiatry, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Department of Human Genetics and South Texas Diabetes and Obesity Institute, School of Medicine, University of Texas of the Rio Grande Valley, Brownsville, Texas, USA.
Hum Brain Mapp. 2025 Jan;46(1):e70101. doi: 10.1002/hbm.70101.
Phenotypic and genetic relationships between white matter microstructure (i.e., fractional anisotropy [FA]) and peripheral inflammatory responses (i.e., circulating cytokines) have important implications for health and disease. However, it is unclear whether previously discovered genetic correlations between the two traits are due to tissue-specific white matter architecture or increased free water in the extracellular space. We applied a two-compartment model to diffusion tensor imaging (DTI) data and estimated tissue-specific white matter microstructure (FA) and free water volume (FW). We then quantified their heritability and their genetic correlations with two peripherally circulating proinflammatory cytokines (IL-8 and TNFα), and compared these correlations to those obtained using traditional FA measures from one-compartment DTI models. All DTI and cytokine measures were significantly moderately heritable. We confirmed phenotypic and genetic correlations between circulating cytokine levels and single-compartment FA across the brain (IL-8: ρ = -0.16, FDRp = 4.8 × 10; ρ = -0.37 (0.12), FDRp = 0.01; TNFα: ρ = -0.15, FDRp = 2.4 × 10; ρ = -0.34 (0.12), p = 0.01). However, this relationship no longer reached significance when FA measures were derived using the two-compartment DTI model (IL-8: ρ = -0.04, FDRp = 0.17; ρ = -0.14 (0.13), FDRp = 0.29; TNFα: ρ = -0.05, FDRp = 0.10; ρ = -0.22 (0.13), FDRp = 0.10). There were significant phenotypic and genetic correlations between FW and both IL-8 (ρ = 0.19, FDRp = 2.1 × 10; ρ = 0.34 (0.11), FDRp = 0.01) and TNFα (ρ = 0.16, FDRp = 1.89 × 10; ρ = 0.30 (0.12), FDRp = 0.02). These results have important implications for understanding the mechanisms linking the two phenomena, but they also serve as a cautionary note for those examining associations between white matter integrity using single-compartment models and inflammatory processes.
白质微观结构(即分数各向异性[FA])与外周炎症反应(即循环细胞因子)之间的表型和遗传关系对健康和疾病具有重要意义。然而,目前尚不清楚先前发现的这两个性状之间的遗传相关性是由于组织特异性白质结构还是细胞外空间中游离水增加所致。我们将双室模型应用于扩散张量成像(DTI)数据,并估计了组织特异性白质微观结构(FA)和游离水体积(FW)。然后,我们对它们的遗传力以及它们与两种外周循环促炎细胞因子(IL-8和TNFα)的遗传相关性进行了量化,并将这些相关性与使用单室DTI模型的传统FA测量结果进行了比较。所有DTI和细胞因子测量均具有显著的中度遗传力。我们证实了全脑循环细胞因子水平与单室FA之间的表型和遗传相关性(IL-8:ρ = -0.16,FDRp = 4.8×10;ρ = -0.37(0.12),FDRp = 0.01;TNFα:ρ = -0.15,FDRp = 2.4×10;ρ = -0.34(0.12),p = 0.01)。然而,当使用双室DTI模型得出FA测量值时,这种关系不再显著(IL-8:ρ = -0.04,FDRp = 0.17;ρ = -0.14(0.13),FDRp = 0.29;TNFα:ρ = -0.05,FDRp = 0.10;ρ = -0.22(0.13),FDRp = 0.10)。FW与IL-8(ρ = 0.19,FDRp = 2.1×10;ρ = 0.34(0.11),FDRp = 0.01)和TNFα(ρ = 0.16,FDRp = 1.89×10;ρ = 0.30(0.12),FDRp = 0.02)之间均存在显著的表型和遗传相关性。这些结果对于理解连接这两种现象的机制具有重要意义,但它们也为那些使用单室模型研究白质完整性与炎症过程之间关联的研究提供了警示。