| Literature DB >> 25290377 |
Austin R Jackson1, Ankit Shah1, Anil Kumar1.
Abstract
Methamphetamine (MA) is a potent psychostimulant with a high addictive capacity, which induces many deleterious effects on the brain. Chronic MA abuse leads to cognitive dysfunction and motor impairment. MA affects many cells in the brain, but the effects on astrocytes of repeated MA exposure is not well understood. In this report, we used Gene chip array to analyze the changes in the gene expression profile of primary human astrocytes treated with MA for 3 days. Range of genes were found to be differentially regulated, with a large number of genes significantly downregulated, including NEK2, TTK, TOP2A, and CCNE2. Gene ontology and pathway analysis showed a highly significant clustering of genes involved in cell cycle progression and DNA replication. Further pathway analysis showed that the genes downregulated by multiple MA treatment were critical for G2/M phase progression and G1/S transition. Cell cycle analysis of SVG astrocytes showed a significant reduction in the percentage of cell in the G2/M phase with a concomitant increase in G1 percentage. This was consistent with the gene array and validation data, which showed that repeated MA treatment downregulated the genes associated with cell cycle regulation. This is a novel finding, which explains the effect of MA treatment on astrocytes and has clear implication in neuroinflammation among the drug abusers.Entities:
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Year: 2014 PMID: 25290377 PMCID: PMC4188627 DOI: 10.1371/journal.pone.0109603
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Repeated MA treatment causes significant changes in the gene expression profile in primary human astrocytes.
Primary human astrocytes were isolated as noted before and treated once a day for 3 days with 500 µM MA. RNA was isolated and analyzed using Affymetrix 3′IVT Human gene chip. Analysis was performed using Affymetrix Expression console for normalization and Transcriptome Analysis Console (TAC) for annotation and fold change calculation. (A) Signal values were plotted and clustered in a heat map to determine overt differences in signal between the two samples. Clustering was performed by TAC. (B) Chromosome distribution analysis shows where the MA induced or repressed genes are located in the human genome. (C) Fold change was calculated by TAC software and displayed as a scatter plot. Genes upregulated by MA are shown in red and downregulated genes are shown in blue. (D) Fold change for each gene over 2.0 fold change was plotted against the significance as calculated by One-way ANOVA in a Volcano Plot. Genes within the black boxes for either induced or repressed expression were considered for further ontology and pathway analysis.
Top 25 genes induced by repeated MA treatment.
| Fold Change | Gene Symbol | Gene Name |
| 46.14 | CXCL2 | chemokine (C-X-C motif) ligand 2 |
| 28 | CXCL10 | chemokine (C-X-C motif) ligand 10 |
| 22.92 | KRT14 | keratin 14 |
| 18.39 | PLA2G5 | phospholipase A2, group V |
| 18.15 | RENBP | renin binding protein |
| 18.07 | ISG20 | interferon stimulated exonuclease gene 20 kDa |
| 17.31 | AJAP1 | adherens junctions associated protein 1 |
| 17.28 | OGDHL | oxoglutarate dehydrogenase-like |
| 16.83 | FABP3 | fatty acid binding protein 3, muscle and heart (mammary-derived growth inhibitor) |
| 16.29 | HRK | harakiri, BCL2 interacting protein (contains only BH3 domain) |
| 15.73 | PTGS2 | prostaglandin-endoperoxide synthase 2 (prostaglandin G/H synthase and cyclooxygenase) |
| 15.32 | GAL | galanin/GMAP prepropeptide |
| 14.57 | GPNMB | glycoprotein (transmembrane) nmb |
| 14.29 | MVK | mevalonate kinase |
| 14.09 | LY96 | lymphocyte antigen 96 |
| 13.97 | CD177 | CD177 molecule |
| 13.89 | DKK1 | dickkopf WNT signaling pathway inhibitor 1 |
| 12.89 | GDF15 | growth differentiation factor 15 |
| 11.22 | RASGRP3 | RAS guanyl releasing protein 3 (calcium and DAG-regulated) |
| 11.07 | ANGPT2 | angiopoietin 2 |
| 10.86 | SLCO4C1 | solute carrier organic anion transporter family, member 4C1 |
| 10.34 | BAIAP3 | BAI1-associated protein 3 |
| 10.19 | THPO | thrombopoietin |
| 10.08 | ALDH1A2 | aldehyde dehydrogenase 1 family, member A2 |
| 9.9 | HMGA1 | high mobility group AT-hook 1 |
Top 25 Genes Repressed by Repeated MA treatment.
| Fold change | Gene Symbol | Gene Name |
| −24.17 | ABCC6 | ATP-binding cassette, sub-family C (CFTR/MRP), member 6 |
| −25.36 | CCNB2 | cyclin B2 |
| −27.07 | DTL | denticleless E3 ubiquitin protein ligase homolog (Drosophila) |
| −27.39 | TOP2A | topoisomerase (DNA) II alpha 170 kDa |
| −27.91 | RAD51AP1 | RAD51 associated protein 1 |
| −29.67 | ASPM | asp (abnormal spindle) homolog, microcephaly associated (Drosophila) |
| −31.08 | MKI67 | antigen identified by monoclonal antibody Ki−67 |
| −31.93 | BIRC5 | baculoviral IAP repeat containing 5 |
| −32.17 | BIRC5 | baculoviral IAP repeat containing 5 |
| −32.62 | CEP55 | centrosomal protein 55 kDa |
| −32.74 | ACTC1 | actin, alpha, cardiac muscle 1 |
| −34.92 | KIAA0101 | KIAA0101 |
| −34.99 | ID1 | inhibitor of DNA binding 1, dominant negative helix-loop-helix protein |
| −35.66 | ORC1 | origin recognition complex, subunit 1 |
| −36.26 | SHCBP1 | SHC SH2-domain binding protein 1 |
| −38.34 | KIF20A | kinesin family member 20A |
| −42.22 | TOP2A | topoisomerase (DNA) II alpha 170 kDa |
| −46.75 | CDCA8 | cell division cycle associated 8 |
| −52.92 | RRM2 | ribonucleotide reductase M2 |
| −65.95 | PBK | PDZ binding kinase |
| −68.61 | DLGAP5 | discs, large (Drosophila) homolog-associated protein 5 |
| −81.15 | CDC45 | cell division cycle 45 |
| −81.74 | KIFC1 | kinesin family member C1 |
| −104.35 | HJURP | Holliday junction recognition protein |
| −144.45 | RRM2 | ribonucleotide reductase M2 |
| −263.99 | MCM10 | minichromosome maintenance complex component 10 |
Figure 2Gene ontology analysis of genes differentially regulated by repeated MA treatment.
The gene list obtained from the TAC software was probed against gene ontology databases for Biologcial Pathway, Molecular Function, and Cellular compartment using Cytoscape software and the related plugin ClueGO. The highest ranked pathways were isolated and analyzed further. (A) Genes that were upregulated by MA treatment are found in a high proportion in the lysosome/endosome cellular compartment. (B) Gene upregulated by MA are involved in the activation of the innate immune response, with a high level of clustering in the Toll-like receptor pathway. (C) Genes downregulated by MA have a high clustering in the process of progression through the cell cycle and cell cycle regulation.
Genes induced by repeated MA treatment found in the Lysosome compartment.
| WASH Complex | [FAM21A, FAM21B, FAM21C] |
| Endosomalpart | [CD1D, CD63, CLCN6, EPHB1, FAM21A, FAM21B, FAM21C, HLA-DQB1, KIF16B, LAMP2, LDLR, NPC1, NTRK2, PRLR, SLC11A2, STEAP1, STEAP3, TF, TFRC] |
| Endosomalmembrane | [CD1D, CD63, CLCN6, EPHB1, FAM21A, FAM21B, FAM21C, HLA-DQB1, KIF16B, LAMP2, LDLR, NPC1, NTRK2, SLC11A2, STEAP1, STEAP3, TF, TFRC] |
| EarlyEndosome | [APOE, CD8B, CLN3, CTNS, EPHB1, FAM21A, FAM21B, FAM21C, KIF16B, LDLR, SLC11A2, TF] |
| Vacuolarmembrane | [AP1S2, CD1D, CD63, CLN3, CTNS, DRAM1, GBA, HLA-DQB1, IGF2R, LAMP2, M6PR, MAP1LC3C, NEU1, NPC1, SLC11A2, SLC17A5, SLC36A1] |
| Lysosome | [ADA, AP1S2, CD1D, CD63, CLN3, CST3, CTNS, CTSA, CTSC, DNASE2, DRAM1, FYCO1, GBA, GLB1, GM2A, GNS, HEXA, HEXB, HLA-DQB1, HPS1, IDS, IGF2R, LAMP2, LDLR, LIPA, M6PR, MANBA, NAGLU, NEU1, NPC1, NPC2, RRAGD, SLC11A2, |
| LysosomalLumen | [CTSA, GBA, GLB1, GM2A, HEXA, HEXB, NEU1, TPP1] |
| Lyticvacuole | [ADA, AP1S2, CD1D, CD63, CLN3, CST3, CTNS, CTSA, CTSC, DNASE2, DRAM1, FYCO1, GBA, GLB1, GM2A, GNS, HEXA, HEXB, HLA-DQB1, HPS1, IDS, IGF2R,LAMP2, LDLR, LIPA, M6PR, MANBA, NAGLU, NEU1, NPC1, NPC2, RRAGD, SLC11A2, |
| LateEndosome | [APOE, BST2, CD63, CLN3, CST3, CTNS, FYCO1, LAMP2, M6PR, NPC1, PIK3R4, SLC11A2, SLC2A4, SQSTM1, STEAP3, TF] |
| Endosome | [APOE, BACE2, BST2, CD1D, CD63, CD8B, CDH1, CLCN6, CLN3, CST3, CTNS, EPHB1, EXPH5, FAM21A, FAM21B, FAM21C, FLT1, FYCO1, HLA-DQB1, IGF2R,KIF16B, LAMP2, LDLR, M6PR, NPC1, NTRK2, PIK3R4, PRLR, SLC11A2, SLC2A4, SQSTM1, |
Genes induced by repeated MA treatment have function in the innate immune reponse.
| Activation of the immune system | [ADA, CFB, CXCL10, DUSP3, DUSP4, DUSP6, FOS, HLA-DQB1, IFIH1, JUN, LY96, LYN, MBL2, MICA, NR1D1, NR1H3, PRKCB, TLR1, TRAT1] |
| Signal Transduction | [ADA, DUSP3, DUSP4, DUSP6, FOS, HLA-DQB1, IFIH1, JUN, LY96, LYN, MICA, NR1D1, NR1H3, PRKCB, TLR1, TRAT1] |
| PRR signalling | [DUSP3, DUSP4, DUSP6, FOS, IFIH1, JUN, LY96, LYN, NR1D1, NR1H3, TLR1] |
| Positive regulation of Innate Immunity | [CD1D, DUSP3, DUSP4, DUSP6, FOS, IFIH1, JUN, LY96, LYN, MICA, NR1D1, NR1H3, SH2D1A, TLR1] |
| Activation of the innate immune system | [DUSP3, DUSP4, DUSP6, FOS, IFIH1, JUN, LY96, LYN, MICA, NR1D1, NR1H3, TLR1] |
| TLR1 | [DUSP3, DUSP4, DUSP6, FOS, JUN, LY96] |
| TLR3 | [DUSP3, DUSP4, DUSP6, FOS, JUN] |
| TLR2 | [DUSP3, DUSP4, DUSP6, FOS, JUN, LY96, LYN] |
| TLR4 | [DUSP3, DUSP4, DUSP6, FOS, JUN, LY96, LYN, NR1D1, NR1H3] |
Genes Repressed by Repeated MA treatment have function in the regulation of the Cell Cycle.
| Regulation of Cell Cycle | [ASCL1, AURKA, AURKB, BIRC5, BLM, BORA, BRCA1, BRCA2, BUB1, BUB1B, CCNA2, CCNB1, CCNB2, CCNE2, CCNF, CDC20, CDC25A, CDC25C, CDC6, CDK1, CDK2, CDKN2C, CDT1, CENPE, CENPF, CENPJ, CHEK1, CKS1B, CKS2, DLGAP5, DTL, E2F1, E2F8, ECT2, EDN1, ESPL1, EZH2, FBXO5, FGFR3, FOXM1, GADD45G, GMNN, GTSE1, ID2, ID3, INSM1, KHDRBS1, KIAA0101, KIF20B, KIF23, KLHL22, KNTC1, LEF1, MAD2L1, MCM2, MLF1, MSX1, MSX2, NEK2, NGF, NKX3-1, NUSAP1, PDGFB, PKMYT1, PLK1, PLK4, PRKCA, RACGAP1, RBL1, RFWD3, RGCC, RNASEH2A, SKP2, TACC3, THBS1, TPX2, TTK, UBE2C, USP2, USP22, ZWILCH, ZWINT] |
| Regulation of Cell Division | [ASPM, AURKA, AURKB, BIRC5, BLM, BORA, BRCA2, BUB1, BUB1B, CDC20, CDC25C, CDC6, CENPE, CENPF, CHEK1, DLGAP5, E2F8, ECT2, EDN1, ESPL1, FBXO5, FGF4, FGFR3, KIF18B, KIF20B, KIF23, KLHL22, KNTC1, MAD2L1, NEK2, NKX3-1, NUSAP1, PDGFB, PKMYT1, PLK1, RACGAP1, RGCC, TGFB3, TTK, UBE2C] |
| Regulation of Cell Cycle process | [AURKA, AURKB, BIRC5, BORA, BRCA1, BRCA2, BUB1, BUB1B, CCNA2, CCNB1, CCNF, CDC20, CDC25C, CDC6, CDK1, CDK2, CDT1, CENPE, CENPF, CENPJ, CHEK1, DLGAP5, E2F1, E2F8, ECT2, EDN1, ESPL1, EZH2, FBXO5, FGFR3, FOXM1, GTSE1, ID2, INSM1, KIF20B, KIF23, KLHL22, KNTC1, LEF1, MAD2L1, MSX1, MSX2, NEK2, NUSAP1, PDGFB, PKMYT1, PLK1, PLK4, PRKCA, RACGAP1, RFWD3, RGCC, TPX2, TTK, UBE2C, ZWILCH, ZWINT] |
| Regulation of mitotic cell cycle | [AURKA, BIRC5, BORA, BRCA2, BUB1, BUB1B, CCNA2, CCNB1, CDC20, CDC25C, CDC6, CDK1, CDK2, CENPE, CENPF, CHEK1, DLGAP5, E2F1, EDN1, ESPL1, EZH2, FBXO5, FGFR3, GTSE1, ID2, KIF20B, KLHL22, KNTC1, MAD2L1, NEK2, NKX3-1, NUSAP1, PDGFB, PKMYT1, PLK1, PRKCA, RFWD3, RGCC, TPX2, TTK, UBE2C, USP2, USP22, ZWILCH, ZWINT] |
| Cell Cycle Checkpoint | [ASCL1, AURKA, AURKB, BIRC5, BLM, BORA, BRCA1, BRCA2, BUB1, BUB1B, CCNA2, CCNB1, CCNB2, CCNE2, CCNF, CDC20, CDC25A, CDC25C, CDC6, CDK1, CDK2, CDKN2C, CDT1, CENPE, CENPF, CENPJ, CHEK1, CKS1B, CKS2, DLGAP5, DTL, E2F1, E2F8, ECT2, EDN1, ESPL1, EZH2, FBXO5, FGFR3, FOXM1, GADD45G, GMNN, GTSE1, ID2, ID3, INSM1, KHDRBS1, KIAA0101, KIF20B, KIF23, KLHL22, KNTC1, LEF1, MAD2L1, MCM2, MLF1, MSX1, MSX2, NEK2, NGF, NKX3-1, NUSAP1, PDGFB, PKMYT1, PLK1, PLK4, PRKCA, RACGAP1, RBL1, RFWD3, RGCC, RNASEH2A, SKP2, TACC3, THBS1, TPX2, TTK, UBE2C, USP2, USP22, ZWILCH, ZWINT] |
Figure 3Pathway analysis of genes downregulated by repeated MA treatment shows effect in cell cycle progression.
Using DAVID, the genes that were downregulated by MA treatment were used to determine the importance for those genes in biological pathways. (A) The 90 genes that were found to be involved the cell cycle showed effects in the transition between phases of the cell cycle. Several of the cyclin genes (CycE, A, B) were downregulated as well as several subunits of the Mini-Chromosome Maintenance Complex (MCM). (B) DNA replication pathway was also affected by repeated MA treatment. The DNA polymerase complex as well as the DNA clamp had several subunits downregulated by MA treatment.
Figure 4qPCR validation of Gene Array data.
Primary astrocytes were treated with MA for 3 days and RNA was analyzed for genes affected by MA treatment as shown by the gene array. (A) Genes that were both upregulated and downregulated as seen in the gene array were chosen to validate the array data. Of the 16 genes chosen, 10 genes validated the array results, with 7 genes downregulated and 3 genes upregulated. (B) Comparison of the fold change results from the gene array and the qPCR validation.
Figure 5Repeated MA treatment alters the normal progression of astrocytes through the cell cycle.
SVG Astrocytes were treated once a day with 500 µM and analyzed for proliferation and progression through the cell cycle. (A) Cells were plated in a T75 and treated with MA for 2 days and counted using Trypan blue exlusion. (B–D) Cells were treated with MA for 3 days. After 3 days of treatment, SVGA cells were analyzed for cell cycle status at 6 and 9 hours after the last treatment. The statistical significance was calculated in one way ANOVA and ** denotes significance of <0.001.