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Gray matter volume abnormalities in vascular cognitive impairment and their association with gene expression profiles

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机构: [1]Tianjin Med Univ Gen Hosp, Dept Radiol, Tianjin 300052, Peoples R China [2]Tianjin Med Univ Gen Hosp, Tianjin Key Lab Funct Imaging, Tianjin 300052, Peoples R China [3]Tianjin Med Univ Canc Inst & Hosp, Tianjin Key Lab Canc Prevent & Therapy, Natl Clin Res Ctr Canc, Tianjins Clin Res Ctr Canc,Dept Radiol, Huanhuxi Rd, Tianjin 300060, Peoples R China [4]Capital Med Univ, Xuanwu Hosp, Dept Radiol & Nucl Med, 45 Changchun St, Beijing 100053, Peoples R China [5]Hebei North Univ, Affiliated Hosp 1, Dept Radiol, 12 Changqing Rd, Zhangjiakou 075000, Peoples R China [6]Tianjin Med Univ, Gen Hosp, Dept Ultrasound, Tianjin 300052, Peoples R China [7]Tianjin Med Univ, Gen Hosp, Dept Rehabil, Tianjin 300052, Peoples R China
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关键词: Vascular cognitive impairment Neuroimaging Meta-analysis Gray matter volume Allen human brain atlas

摘要:
Background: It has been revealed that brain gray matter volume (GMV) abnormalities are present in patients with vascular cognitive impairment (VCI). However, the GMV alterations that have been uncovered are highly inconsistent, and their correlation with gene expression profiles is still largely unknown. Purpose: To establish a correlation between VCI-related GMV alterations and gene expression patterns and uncover potential genetic profiles underlying GMV abnormalities in VCI. Materials and methods: Here, a quantitative meta-analysis that compared voxel-based GMV between VCI patients and healthy controls (HCs) was carried out on 11 datasets (10 from previous studies and 1 newly collected), comprising 385 VCI individuals and 334 HCs, to investigate GMV alterations in VCI patients. Partial least squares regression analysis was then conducted to investigate the relationship between the GMV alterations in VCI and gene expression profiles obtained from Allen Human Brain Atlas database. Results: Compared with healthy controls, patients with VCI showed consistent decreased GMV which predominantly included the right insula, right Rolandic operculum, right putamen, right superior temporal gyrus, left medial superior frontal gyrus, and right median cingulate and paracingulate gyri. Meta-regression analysis revealed that decreased GMV in left medial superior frontal gyrus was negatively correlated with Mini-Mental State Examination score in VCI. Furthermore, 2835 genes were identified whose expression patterns were correlated with VCI-related GMV changes, and these genes were enriched in distinct biological processes, brain cell types and lifespan windows across brain regions. Conclusion: Together, these findings could provide the potential neurobiological underpinnings and the genetic substrates underlying GMV abnormalities of VCI.

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第一作者机构: [1]Tianjin Med Univ Gen Hosp, Dept Radiol, Tianjin 300052, Peoples R China [2]Tianjin Med Univ Gen Hosp, Tianjin Key Lab Funct Imaging, Tianjin 300052, Peoples R China [3]Tianjin Med Univ Canc Inst & Hosp, Tianjin Key Lab Canc Prevent & Therapy, Natl Clin Res Ctr Canc, Tianjins Clin Res Ctr Canc,Dept Radiol, Huanhuxi Rd, Tianjin 300060, Peoples R China
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通讯机构: [1]Tianjin Med Univ Gen Hosp, Dept Radiol, Tianjin 300052, Peoples R China [2]Tianjin Med Univ Gen Hosp, Tianjin Key Lab Funct Imaging, Tianjin 300052, Peoples R China
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