2019
DOI: 10.2139/ssrn.3351829
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A Systems-Based Map of Human Brain Cell-Type Enriched Genes and Malignancy-Associated Endothelial Changes

Abstract: Highlights d Cell-type reference mRNA used to profile cell-specific transcripts from bulk RNA-seq d RNA-seq of 238 unfractionated human brain samples from two cohorts was analyzed d Endothelium-enriched transcriptome was profiled, together with four other cell types d RNA-seq of 401 unfractionated glioblastomas analyzed for tumor endothelial markers

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Cited by 7 publications
(15 citation statements)
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“…On the other hand, an up-regulation of 3884 out of 13,485 genes is seen from P0D0 to P0D7 (≥1.5-fold, p ≤ 0.05), most probably representing endothelial-specific genes, and thus reflecting the in vitro selection of the endothelial cell population. The degree of purity of P0D0 and in vitro-selected P0D7 and P1D7 samples was assessed through probing the transcriptome data for the expression of 5 acknowledged cell type specific genes [ 18 , 19 , 20 , 21 ] for astrocytes ( BMPR1B , GFAP, ALDH1L1, SOX9, AQP4 ), neurons ( TMEM130 , RELN , STMN2, SYT1, SYN1 ), oligodendrocytes ( MAG , PLP1, MOG, MOBP, MBP ), and microglia ( AIF1 , C1QA, C1QB, CX3CR1, TNF ), and 10 genes for endothelial cells ( SLC2A1/GLUT1 , EPAS1 , ITM2A , CLDN5 , BSG , CD34 , VWF , PECAM1 , CDH5 , ESAM ) ( Figure 1 (B2)). All non-endothelial cell markers see their expression being switched-off in P0D7 and P1D7 cell populations, while the expression of the selected endothelial genes is either maintained or even increased in both the P0D7 and P1D7 cell populations, in comparison to P0D0 ( Figure 1 (C1)).…”
Section: Resultsmentioning
confidence: 99%
“…On the other hand, an up-regulation of 3884 out of 13,485 genes is seen from P0D0 to P0D7 (≥1.5-fold, p ≤ 0.05), most probably representing endothelial-specific genes, and thus reflecting the in vitro selection of the endothelial cell population. The degree of purity of P0D0 and in vitro-selected P0D7 and P1D7 samples was assessed through probing the transcriptome data for the expression of 5 acknowledged cell type specific genes [ 18 , 19 , 20 , 21 ] for astrocytes ( BMPR1B , GFAP, ALDH1L1, SOX9, AQP4 ), neurons ( TMEM130 , RELN , STMN2, SYT1, SYN1 ), oligodendrocytes ( MAG , PLP1, MOG, MOBP, MBP ), and microglia ( AIF1 , C1QA, C1QB, CX3CR1, TNF ), and 10 genes for endothelial cells ( SLC2A1/GLUT1 , EPAS1 , ITM2A , CLDN5 , BSG , CD34 , VWF , PECAM1 , CDH5 , ESAM ) ( Figure 1 (B2)). All non-endothelial cell markers see their expression being switched-off in P0D7 and P1D7 cell populations, while the expression of the selected endothelial genes is either maintained or even increased in both the P0D7 and P1D7 cell populations, in comparison to P0D0 ( Figure 1 (C1)).…”
Section: Resultsmentioning
confidence: 99%
“…In the mouse CNS, Cndp2 (as well as transporters Pht1/2, Pept2) are mainly expressed by microglia and astrocytes [56], which may explain their general increase during EAE. Human and mouse RNA sequencing studies indicate that CARNS1 is almost exclusively expressed in mature oligodendrocytes [56][57][58][59][60][61][62][63]. Oligodendrocyte dysfunction, death and demyelination may therefore underlie the reduction in Carns1 expression seen in acute EAE [64].…”
Section: Discussionmentioning
confidence: 99%
“…On the other hand, two recent studies using quantitative proteomics on homogenates of isolated microvessels and single-cell RNA sequencing (RNA-seq) reported lower levels of transporter proteins and transcripts in GBM compared to normal brain tissue. 34,35 Proteomics is more quantitative, but it lacks information on spatial distribution and is very much dependent on the vessel content in the homogenate. Moreover, the surgical specimens in both studies are likely to contain more material from the central part of the tumor than from the invasive areas.…”
Section: Discussionmentioning
confidence: 99%