| Literature DB >> 30340642 |
Wen-Tong Liu1, Yu-Jin Lv1,2, Rui-Cheng Yang1, Ji-Yang Fu1, Lu Liu1, Huan Wang1, Qi Cao1, Chen Tan1,3, Huan-Chun Chen1,3, Xiang-Ru Wang4,5.
Abstract
BACKGROUND: Bacterial meningitis remains a big threat to the integrity of the central nervous system (CNS), despite the advancements in antimicrobial reagents. Escherichia coli is a bacterial pathogen that can disrupt the CNS function, especially in neonates. E. coli meningitis occurs after bacteria invade the brain microvascular endothelial cells (BMECs) that form a direct and essential barrier restricting the entry of circulating microbes and toxins to the brain. Previous studies have reported on several cellular proteins that function during meningitic E. coli infections; however, more comprehensive investigations to elucidate the potential targets involved in E. coli meningitis are essential to better understand this disease and discover new treatments for it.Entities:
Keywords: BMECs; Blood-brain barrier; Meningitic E. coli; Proteomics; iTRAQ
Mesh:
Substances:
Year: 2018 PMID: 30340642 PMCID: PMC6195690 DOI: 10.1186/s12974-018-1325-z
Source DB: PubMed Journal: J Neuroinflammation ISSN: 1742-2094 Impact factor: 8.322
Primers used for real-time PCR in this study
| Primers | Nucleotide sequence(5′-3′) | Gene symbol(s) |
|---|---|---|
| P1 | ACGAATCTCCGACCACT | IL-1β |
| P2 | CCATGGCCACAACAACTGAC | |
| P3 | CTCAGCCTCTTCTCCTTC | TNF-α |
| P4 | GGGTTTGCTACAACATGG | |
| P5 | CCACTCACCTCTTCAGAA | IL-6 |
| P6 | GGCAAGTCTCCTCATTGA | |
| P7 | GACATACTCCAAACCTTTCC | IL-8 |
| P8 | ATTCTCAGCCCTCTTCAAA | |
| P9 | TGCCTCCTGCACCACCAACT | GAPDH |
| P10 | CGCCTGCTTCACCACCTTC |
Fig. 1The general work flow for the proteomics analysis in this study
Fig. 2An overview of the DEPs in hBMECs in response to infection with meningitic E. coli strains PCN033 and RS218, and non-meningitic E. coli HB101. a–c The volcano plots show the cellular protein profiles in hBMECs after challenge with the three strains. d The number of significantly up- or downregulated proteins in the three infection groups. e Venn diagram showing the overlapping or distinct cellular proteins among the three groups
Significantly changed proteins in HB101-infected hBMECs
| Accession | Description | MW [kDa] | Fold change | |
|---|---|---|---|---|
| P02656 | Apolipoprotein C-III | 10.8 | 1.544 | 0.000144*** |
| Q07020 | 60S ribosomal protein L18 | 21.6 | 1.422 | 0.000429*** |
| Q96HP4 | Oxidoreductase NAD-binding domain-containing protein 1 | 34.8 | 2.715 | 0.002873** |
| Q9NPD3 | Exosome complex component RRP41 | 26.4 | 0.737 | 0.008415** |
| Q9Y2Q5 | Ragulator complex protein LAMTOR2 | 13.5 | 0.769 | 0.038574* |
| O14556 | Glyceraldehyde-3-phosphate dehydrogenase, testis-specific | 44.5 | 2.134 | 0.000347*** |
aP < 0.05 (*) was considered significant, and P < 0.01 (**), as well as < 0.001 (***) were all considered extremely significant
Significantly changed proteins in PCN033-infected hBMECs
| Accession | Description | MW [kDa] | Fold change | |
|---|---|---|---|---|
| A6ZKI3 | Protein FAM127A | 13.2 | 0.756 | 0.028947* |
| O00625 | Pirin | 32.1 | 1.228 | 0.037445* |
| O43633 | Charged multivesicular body protein 2a | 25.1 | 0.758 | 0.002376** |
| O43752 | Syntaxin-6 | 29.2 | 0.79 | 0.025619* |
| O60524 | Nuclear export mediator factor NEMF | 122.9 | 0.83 | 0.004194** |
| O75190 | DnaJ homolog subfamily B member 6 | 36.1 | 0.799 | 0.020038* |
| O75251 | NADH dehydrogenase [ubiquinone] iron-sulfur protein 7, mitochondrial | 23.5 | 0.711 | 0.004822** |
| O75817 | Ribonuclease P protein subunit p20 | 15.6 | 0.815 | 0.017814* |
| O95229 | ZW10 interactor | 31.3 | 0.668 | 0.003727** |
| P04004 | Vitronectin | 54.3 | 0.808 | 0.003548** |
| P07305 | Histone H1.0 | 20.9 | 0.776 | 0.008176** |
| P11532 | Dystrophin | 426.5 | 0.691 | 0.003088** |
| P14174 | Macrophage migration inhibitory factor | 12.5 | 1.486 | 0.000377*** |
| P16401 | Histone H1.5 | 22.6 | 0.631 | 0.000673*** |
| P16402 | Histone H1.3 | 22.3 | 0.6 | 0.000896*** |
| P16403 | Histone H1.2 | 21.4 | 0.572 | 7.57E−05*** |
| P35251 | Replication factor C subunit 1 | 128.2 | 0.786 | 0.013936* |
| P35527 | Keratin, type I cytoskeletal 9 | 62 | 0.72 | 0.001431** |
| P39060 | Collagen alpha-1(XVIII) chain | 178.1 | 0.792 | 0.031694* |
| P46013 | Antigen KI-67 | 358.5 | 0.793 | 0.005934** |
| P48651 | Phosphatidylserine synthase 1 | 55.5 | 0.83 | 0.000234*** |
| P49585 | Choline-phosphate cytidylyltransferase A | 41.7 | 0.608 | 0.002306** |
| P50914 | 60S ribosomal protein L14 | 23.4 | 0.71 | 0.005946** |
| P52756 | RNA-binding protein 5 | 92.1 | 0.758 | 0.005815** |
| P56377 | AP-1 complex subunit sigma-2 | 18.6 | 0.765 | 2.4E−06*** |
| P61966 | AP-1 complex subunit sigma-1A | 18.7 | 0.814 | 4.81E−08*** |
| P62277 | 40S ribosomal protein S13 | 17.2 | 0.792 | 0.002441** |
| P62380 | TATA box-binding protein-like protein 1 | 20.9 | 0.621 | 0.000503*** |
| Q13625 | Apoptosis-stimulating of p53 protein 2 | 125.5 | 0.724 | 0.006481** |
| Q14241 | Transcription elongation factor B polypeptide 3 | 89.9 | 0.647 | 0.006556** |
| Q14686 | Nuclear receptor coactivator 6 | 219 | 0.792 | 0.005234** |
| Q15388 | Mitochondrial import receptor subunit TOM20 homolog | 16.3 | 0.823 | 0.007395** |
| Q15629 | Translocating chain-associated membrane protein 1 | 43 | 0.809 | 0.023084* |
| Q17RN3 | Protein FAM98C | 37.3 | 0.821 | 0.010317* |
| Q4V339 | COBW domain-containing protein 6 | 43.9 | 0.747 | 1.2E−05*** |
| Q567U6 | Coiled-coil domain-containing protein 93 | 73.2 | 0.814 | 0.001351** |
| Q5SSJ5 | Heterochromatin protein 1-binding protein 3 | 61.2 | 0.828 | 0.000364*** |
| Q6N069 | 101.4 | 0.775 | 0.001734** | |
| Q709C8 | Vacuolar protein sorting-associated protein 13C | 422.1 | 0.799 | 0.000576*** |
| Q7Z422 | SUZ domain-containing protein 1 | 17 | 0.808 | 0.002542** |
| Q8IXJ9 | Putative Polycomb group protein ASXL1 | 165.3 | 0.807 | 0.007037** |
| Q8N2K0 | Monoacylglycerol lipase ABHD12 | 45.1 | 0.786 | 0.0034** |
| Q8N884 | Cyclic GMP-AMP synthase | 58.8 | 0.82 | 0.013058* |
| Q8NC44 | Protein FAM134A | 57.8 | 0.78 | 0.010814* |
| Q8NC60 | Nitric oxide-associated protein 1 | 78.4 | 0.81 | 0.013637* |
| Q8NEY1 | Neuron navigator 1 | 202.3 | 0.797 | 0.020924* |
| Q8TEM1 | Nuclear pore membrane glycoprotein 210 | 205 | 0.833 | 0.032212* |
| Q8WUP2 | Filamin-binding LIM protein 1 | 40.6 | 0.809 | 0.002633** |
| Q8WVV9 | Heterogeneous nuclear ribonucleoprotein L-like | 60 | 0.804 | 0.013638* |
| Q8WXA3 | RUN and FYVE domain-containing protein 2 | 75 | 0.744 | 0.041934* |
| Q92604 | Acyl-CoA:lysophosphatidylglycerol acyltransferase 1 | 43.1 | 0.789 | 0.033787 * |
| Q96A57 | Transmembrane protein 230 | 13.2 | 0.786 | 0.000449*** |
| Q96LB3 | Intraflagellar transport protein 74 homolog | 69.2 | 0.543 | 2.53E−05*** |
| Q96RU3 | Formin-binding protein 1 | 71.3 | 0.679 | 2.07E−05*** |
| Q96T37 | Putative RNA-binding protein 15 | 107.1 | 0.728 | 0.024086* |
| Q9GZP8 | Immortalization upregulated protein | 10.9 | 1.207 | 0.032624* |
| Q9H074 | Polyadenylate-binding protein-interacting protein 1 | 53.5 | 1.266 | 0.004395** |
| Q9H5N1 | Rab GTPase-binding effector protein 2 | 63.5 | 0.77 | 0.001156** |
| Q9H5X1 | MIP18 family protein FAM96A | 18.3 | 0.8 | 0.000118*** |
| Q9HB40 | Retinoid-inducible serine carboxypeptidase | 50.8 | 1.215 | 0.000733*** |
| Q9HC52 | Chromobox protein homolog 8 | 43.4 | 1.201 | 0.023152* |
| Q9NPD3 | Exosome complex component RRP41 | 26.4 | 0.759 | 0.000746*** |
| Q9NRY4 | Rho GTPase-activating protein 35 | 170.4 | 0.792 | 0.011172* |
| Q9NS87 | Kinesin-like protein KIF15 | 160.1 | 0.785 | 0.010039* |
| Q9NSP4 | Centromere protein M | 19.7 | 0.802 | 0.021316* |
| Q9NTI5 | Sister chromatid cohesion protein PDS5 homolog B | 164.6 | 0.826 | 0.003399** |
| Q9NWU5 | 39S ribosomal protein L22, mitochondrial | 23.6 | 0.812 | 0.016677* |
| Q9NZQ3 | NCK-interacting protein with SH3 domain | 78.9 | 0.661 | 0.00317** |
| Q9P0V3 | SH3 domain-binding protein 4 | 107.4 | 0.797 | 0.001833** |
| Q9UBL6 | Copine-7 | 70.2 | 0.823 | 2.73E−05*** |
| Q9UJW0 | Dynactin subunit 4 | 52.3 | 0.823 | 0.012604* |
| Q9UNP9 | Peptidyl-prolyl cis-trans isomerase E | 33.4 | 0.75 | 0.044207* |
| Q9Y2R0 | Cytochrome c oxidase assembly protein 3 homolog, mitochondrial | 11.7 | 0.792 | 0.003694** |
| Q9Y5Y2 | Cytosolic Fe-S cluster assembly factor NUBP2 | 28.8 | 0.787 | 0.000891*** |
| Q9Y6I9 | Testis-expressed sequence 264 protein | 34.2 | 0.814 | 0.047637* |
| Q9Y3Y2 | Chromatin target of PRMT1 protein | 26.4 | 0.828 | 0.008622** |
| Q9Y4R8 | Telomere length regulation protein TEL2 homolog | 91.7 | 0.735 | 0.013443* |
| P10412 | Histone H1.4 | 21.9 | 0.655 | 0.001429** |
aP < 0.05 (*) was considered significant, and P < 0.01 (**), as well as < 0.001 (***), were all considered extremely significant
Significantly changed proteins in RS218-infected hBMECs
| Accession | Description | MW [kDa] | Fold change | |
|---|---|---|---|---|
| O00592 | Podocalyxin | 58.6 | 1.214 | 0.001481** |
| O14556 | Glyceraldehyde-3-phosphate dehydrogenase, testis-specific | 44.5 | 2.514 | 0.000183*** |
| O43598 | 2′-Deoxynucleoside 5′-phosphate | 19.1 | 0.8 | 0.020803* |
| O76024 | Wolframin | 100.2 | 0.732 | 0.000347*** |
| O76095 | Protein JTB | 16.3 | 0.815 | 0.026287* |
| O95989 | Diphosphoinositol polyphosphate phosphohydrolase 1 | 19.5 | 0.821 | 0.003332** |
| P05067 | Amyloid beta A4 protein | 86.9 | 0.813 | 0.004913** |
| P10412 | Histone H1.4 | 21.9 | 1.271 | 0.001736** |
| P11532 | Dystrophin | 426.5 | 0.799 | 0.014535* |
| P14174 | Macrophage migration inhibitory factor | 12.5 | 1.276 | 0.008267** |
| P16401 | Histone H1.5 | 22.6 | 1.221 | 0.025445* |
| P16402 | Histone H1.3 | 22.3 | 1.306 | 0.001514** |
| P16403 | Histone H1.2 | 21.4 | 1.332 | 0.021727* |
| P30154 | Serine/threonine-protein phosphatase 2A 65 kDa regulatory subunit A beta isoform | 66.2 | 0.809 | 0.005474** |
| P35527 | Keratin, type I cytoskeletal 9 | 62 | 0.822 | 0.038701* |
| P42167 | Lamina-associated polypeptide 2, isoforms beta/gamma | 50.6 | 0.826 | 0.0494* |
| P46781 | 40S ribosomal protein S9 | 22.6 | 1.207 | 0.013518* |
| P50402 | Emerin | 29 | 0.8 | 0.000916*** |
| P52756 | RNA-binding protein 5 | 92.1 | 0.74 | 4.23E−06*** |
| P55789 | FAD-linked sulfhydryl oxidase ALR | 23.4 | 1.537 | 0.014932* |
| P61313 | 60S ribosomal protein L15 | 24.1 | 1.286 | 0.000236*** |
| P62380 | TATA box-binding protein-like protein 1 | 20.9 | 0.66 | 0.008696** |
| Q07020 | 60S ribosomal protein L18 | 21.6 | 1.367 | 0.002799** |
| Q4V339 | COBW domain-containing protein 6 | 43.9 | 0.756 | 0.00457** |
| Q8N4H5 | Mitochondrial import receptor subunit TOM5 homolog | 6 | 1.223 | 0.000783*** |
| Q8ND56 | Protein LSM14 homolog A | 50.5 | 0.793 | 0.017061* |
| Q96BZ8 | Leukocyte receptor cluster member 1 | 30.5 | 0.693 | 0.005542** |
| Q96HP4 | Oxidoreductase NAD-binding domain-containing protein 1 | 34.8 | 3.845 | 0.008111** |
| Q96KR1 | Zinc finger RNA-binding protein | 116.9 | 0.811 | 0.01368* |
| Q96LB3 | Intraflagellar transport protein 74 homolog | 69.2 | 0.71 | 0.012006* |
| Q96P47 | Arf-GAP with GTPase, ANK repeat and PH domain-containing protein 3 | 95 | 0.783 | 0.004713** |
| Q99538 | Legumain | 49.4 | 0.692 | 0.001173** |
| Q9BTA9 | WW domain-containing adapter protein with coiled-coil | 70.7 | 0.743 | 0.01886* |
| Q9BZF9 | Uveal autoantigen with coiled-coil domains and ankyrin repeats | 162.4 | 0.824 | 0.031539* |
| Q9H7B2 | Ribosome production factor 2 homolog | 35.6 | 1.367 | 0.020862* |
| Q9HCD5 | Nuclear receptor coactivator 5 | 65.5 | 0.771 | 0.001324** |
| Q9NPD3 | Exosome complex component RRP41 | 26.4 | 0.784 | 0.015931* |
| Q9NZR1 | Tropomodulin-2 | 39.6 | 1.216 | 0.030742* |
| Q9UI10 | Translation initiation factor eIF-2B subunit delta | 57.5 | 0.828 | 0.001214** |
| Q9UIC8 | Leucine carboxyl methyltransferase 1 | 38.4 | 0.811 | 0.0312* |
| Q9UK41 | Vacuolar protein sorting-associated protein 28 homolog | 25.4 | 0.715 | 0.032545* |
| Q9Y4R8 | Telomere length regulation protein TEL2 homolog | 91.7 | 0.807 | 0.019858* |
| Q9Y5V3 | Melanoma-associated antigen D1 | 86.1 | 1.238 | 0.007536** |
aP < 0.05 (*) was considered significant, and P < 0.01 (**), as well as < 0.001 (***), were all considered extremely significant
The distinct differential proteins in hBMECs in response to meningitic E. coli strains PCN033 and RS218
| ID | Name | Protein | Fold Change | ||
|---|---|---|---|---|---|
| RS218 | PCN033 | HB101 | |||
| Q9NPD3 | EXOSC4 | Exosome complex component RRP41 | 0.8 | 0.759 | 0.74 |
| Q96LB3 | IFT74 | Intraflagellar transport protein 74 homolog | 0.7 | 0.543 | / |
| P11532 | DMD | Dystrophin | 0.8 | 0.691 | / |
| P52756 | RBM5 | RNA-binding protein 5 | 0.7 | 0.758 | / |
| Q4V339 | CBWD6 | COBW domain-containing protein 6 | 0.8 | 0.747 | / |
| Q9Y4R8 | TELO2 | Telomere length regulation protein TEL2 homolog | 0.8 | 0.735 | / |
| P35527 | KRT9 | Keratin, type I cytoskeletal 9 | 0.8 | 0.72 | / |
| P62380 | TBOL1 | TATA box-binding protein-like protein 1 | 0.7 | 0.621 | / |
| P16403 | HIST1H1C | Histone H1.2 | 1.3 | 0.572 | / |
| P16402 | HIST1H1D | Histone H1.3 | 1.3 | 0.6 | / |
| P10412 | HIST1H1E | Histone H1.4 | 1.3 | 0.655 | / |
| P16401 | HIST1H1B | Histone H1.5 | 1.2 | 0.631 | / |
| P14174 | MIF | Macrophage migration inhibitory factor | 1.3 | 1.486 | / |
Fig. 3DEPs validation. a Immunoblotting analysis of the DEPs (HIST1H1C, TBPL1, and MIF) in the hBMECs with or without PCN033 infection. b iTRAQ ratios of the DEPs in hBMECs with PCN033 infection. c Immunoblotting analysis of the DEPs (DMD, LGMN, and HIST1H1C) in hBMECs with or without RS218 infection. d iTRAQ ratios of the DEPs in hBMECs with RS218 infection. *(P < 0.05) was considered statistically significant; ** (p < 0.01) and *** (p < 0.001) were extremely significant
Fig. 4GO annotation and pathway enrichment comparison of DEPs upon meningitic or non-meningitic E. coli infection. a GO annotation characterization of the molecular functions, biological processes, and cellular components based on the DEPs. b Pathway enrichment of cellular DEPs in response to infection with HB101, PCN033, and RS218 strains
Fig. 5Network analysis of significantly altered proteins in hBMECs upon E. coli infection. For the HB101 infection, two networks were constructed: a cellular assembly and organization, gastrointestinal disease, hepatic system disease; b RNA damage and repair, connective tissue disorders, developmental disorder. For the PCN033 infection, four networks were constructed: c lymphoid tissue structure and development, organ morphology, organismal development; d cellular movement, cancer, organismal injury and abnormalities; e inflammatory disease, inflammatory response, organismal injury and abnormalities; f cell death and survival, cellular development, cellular growth and proliferation. For the RS218 infection two networks were constructed: g neurological disease, organismal injury and abnormalities, cell cycle; h gene expression, cellular assembly and organization, DNA replication, recombination, and repair. The red nodes indicate significantly altered protein expression, and the white ones are those known to be involved in the networks, but not identified in this study. Arrows indicate the interrelationship between two molecules. Solid lines indicate direct interactions and dashed lines indicate indirect interactions
Fig. 6MIF facilitated the bacteria-induced inflammatory response and tight junction damage in hBMECs. a, b Real-time PCR determination of the expression of cytokines in response to the treatments. The MIF inhibitor ISO-1 (20 μM) significantly attenuated the PCN033- or RS218-induced production of proinflammatory cytokines. c ECIS assay showed a dose-dependent decrease of the hBMECs resistance in response to recombinant MIF protein. d Recombinant MIF protein (200 ng/mL) decreased the expression of tight junction proteins ZO-1 and occludin in hBMECs along with time. The densitometry was performed to quantitatively analyze the Western bands. e, f Western blotting and densitometry analysis showed that ISO-1 treatment partially recovered PCN033- or RS218-mediated downregulation of the tight junction proteins ZO-1 and occludin. Data were expressed as the mean ± standard deviation (mean ± SD) from three replicates or analyses (n = 3). P < 0.05 (*) was considered statistically significant; p < 0.01 (**) and p < 0.001 (***) were extremely significant
Fig. 7NF-κB signaling is activated in response to meningitic PCN033 or RS218 and mediates the inflammatory response. a, b p65 phosphorylation and IκBα degradation were significantly enhanced upon challenge with PCN033 and RS218, as shown by western blotting and densitometry. c Nuclear translocation of the p65 subunit was apparent in the hBMECs upon infection with PCN033 and RS218, but barely observed in response to infection with HB101. d, e Real-time PCR analysis showed that meningitic E. coli strains PCN033- and RS218-induced proinflammatory cytokines production was significantly decreased via NF-κB signaling inhibition with 10 μM of BAY11-7082. Data were expressed as the mean ± standard deviation (mean ± SD) from three replicates or analyses. P < 0.05 (*) was considered statistically significant; p < 0.01 (**) and p < 0.001 (***) were extremely significant
Fig. 8MAPK signaling, which is activated in hBMECs upon meningitic E. coli infection, contributes to the neuroinflammatory response. a, b Phosphorylation of p38, JNK, and ERK1/2 in hBMECs upon challenge with PCN033 and RS218 strains. c, d Blocking the three MAPK signaling pathways through specific inhibitors (U0126, a specific ERK1/2 inhibitor; SB202190, a p38 selective inhibitor; and SP600125, a JNK-specific inhibitor) significantly decreased the infection-induced neuroinflammatory response via real-time PCR analysis. P < 0.05 (*) was considered statistically significant; p < 0.01 (**) and p < 0.001 (***) were extremely significant