| Literature DB >> 27175482 |
Einat B Vitner1,2, Tamar Farfel-Becker1,3, Natalia Santos Ferreira1, Dena Leshkowitz4, Piyush Sharma5, Karl S Lang5,6, Anthony H Futerman7.
Abstract
BACKGROUND: Neuroinflammation is a key phenomenon in the pathogenesis of many neurodegenerative diseases. Understanding the mechanisms by which brain inflammation is engaged and delineating the key players in the immune response and their contribution to brain pathology is of great importance for the identification of novel therapeutic targets for these devastating diseases. Gaucher disease, the most common lysosomal storage disease, is caused by mutations in the GBA1 gene and is a significant risk factor for Parkinson's disease; in some forms of Gaucher disease, neuroinflammation is observed.Entities:
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Year: 2016 PMID: 27175482 PMCID: PMC4866012 DOI: 10.1186/s12974-016-0570-2
Source DB: PubMed Journal: J Neuroinflammation ISSN: 1742-2094 Impact factor: 8.322
Fig. 1Activation of the type I IFN response in nGD. a The 10 most significantly enriched GO terms for up-regulated genes illustrating enrichment of type I IFN-related pathways. The plot shows the enrichment p values. The number of differentially expressed genes out of the total number of genes included in the term detected by the array are indicated. n = 3, 14-day-old mice. b, c Gene set enrichment analysis (GSEA) of gene expression in Gba −/−compared to Gba +/– mice. b GSEA enrichment plot. False discovery rate (FDR) q value; normalized enrichment scores (NES). c Heat map displaying the relative expression level of proteins in the interferon signaling set, sorted by their fold change. Depicted are the top 51 genes. d qPCR analysis of Irf7 mRNA in the VPM/VPL obtained from 16-day-old mice and of Ifnb1 and Ifna2 mRNA in cortical tissues obtained from 21-day-old mice. **p < 0.001, *p < 0.005. Values are shown as fold change in mRNA levels (Gba −/− versus control) and are means ± s.e.m, n = 3–4. e ELISA analysis of IFNα and IFNβ protein levels in cerebral brain tissue obtained from 21-day-old control and Gba −/− mice. IFNα and IFNβ were not detected in control samples. *p < 0.005. Values are means ± s.e.m, n = 3 (upper panel). IFNβ protein levels in cerebellum of two human type 2 GD patients (n = 2) compared to age-matched control brains (n = 4). p value = 0.06 (lower panel)
Top ten up-regulated genes
| Gene symbol | Gene name | Fold change (−/− vs. +/−) |
| Referencea |
|---|---|---|---|---|
| Cxcl10* (IP-10) | Chemokine (C-X-C motif) ligand 10 | 86.3 | <0.001 | [ |
| Usp18* | Ubiquitin specific peptidase 18 | 79.2 | <0.005 | [ |
| Ifit1* | Interferon-induced protein with tetratricopeptide repeats 1 | 75.2 | <0.001 | [ |
| Irf7* | Interferon regulatory factor 7 | 71.7 | <0.005 | [ |
| Cxcl13* | Chemokine (C-X-C motif) ligand 13 | 67.2 | <0.05 | [ |
| Gpnmb | Glycoprotein (Transmembrane) Nmb | 63.0 | <0.005 | |
| Lcn2 | Lipcalin 2 | 60.1 | <0.005 | |
| Oasl2* | 2′-5′ oligoadenylate synthetase-like 2 | 56.0 | <0.005 | [ |
| Tgm1 | Transglutaminase 1, K polypeptide | 46.5 | <0.005 | |
| Ifit3* | Interferon-induced protein with tetratricopeptide repeats 3 | 42.1 | <0.001 | [ |
Type I IFN-induced genes are indicated by asterisks
aReferences refer to studies demonstrating that these genes are induced by type I IFN
Fig. 2Induction of the JAK/STAT pathway in nGD. a P-Stat2 is increased in the nGD brain. Double immunofluorescence of cortical layer V in 16-day-old mice using anti-P-Stat2 (red) and anti-MAC2 (green, upper and middle panels) or anti-NeuN (green, lower panel) antibodies and the nuclear marker, DAPI (blue). Arrows indicate nuclear staining of P-Stat2. Scale bar, 25 μm. Results are representative of three experiments. b Microarray analysis of ISG expression in the nGD brain. Data is presented as fold change of mRNA levels (Gba −/− versus Gba +/–). Values are means ± s.e.m, n = 3. *p < 0.05, **p < 0.05, ***p < 0.005. Janus kinase (JAK); signal transducer and activator of transcription (STAT)
Fig. 3Elevation of PKR (Eif2ak2) in Gba −/− mice. a Western blot of homogenates (150 μg of protein) from the cortex of 21-day-old Gba −/− mice (n = 5). GAPDH was used as loading control. b Western blot of homogenates (50 μg of protein) from the cerebellum of two human patients who succumbed to type 2 GD compared to an age-matched control brain. c PKR levels in microglia/macrophages and in astrocytes in the Gba −/− brain. Immunofluorescence of cortical layer V in 16-day-old Gba −/− using anti-PKR (green), anti-MAC2 (red), or anti-GFAP (red) antibodies. Upper panel PKR staining is located in pathological areas as shown by staining of both MAC2 and GFAP. Scale bar, 100 μm. Middle and lower panels Double immunofluorescence of 16-day-old Gba −/− mice using either anti-PKR and anti-MAC2 (middle panel) or anti-PKR and anti-GFAP (lower panel) antibodies. PKR is in green, MAC2 and GFAP are in red, and areas of overlap are indicated on the right. Scale bar, 10 μm. Results are representative of three experiments
Fig. 4Effect of IFNAR on nGD progression and on down-stream signaling pathways. a Body weight of Ifnar +/− (n = 12) and Ifnar −/− (n = 19) mice treated with CBE (37.5 mg/kg per day) from 8 days of age or untreated mice (control, n = 9). Results are means ± s.e.m. b Kaplan-Meyer survival curves for Ifnar +/− (n = 12) and Ifnar −/− (n = 19) mice. c qPCR analysis of various genes in cortical homogenates from ~30-day-old Ifnar +/− (n = 2) and Ifnar −/− (n = 3) mice treated with CBE (37.5 mg/kg per day) from 8 days of age. Results are expressed as fold change of CBE-treated versus control and are means ± s.e.m. CT values were normalized to levels of HPRT. *p < 0.005, **p < 0.001. d Left, Western blots of homogenates (80 μg of protein) from cortex of ~30-day-old Ifnar +/− (+/−) and Ifnar −/− (−/−) (control) mice treated with or without CBE (+/− CBE, −/− CBE) from 8 days of age. Blots were probed with an anti-MAC2 antibody. Results are representative of three experiments for control mice and five for CBE treated mice. GAPDH was used as loading control. Right Densitometer analysis of the blots. *p < 0.05
Fig. 5Induction of the IFN response in neurons and downstream signaling in microglia. a Elevation of IFNβ in neurons in the cerebral cortex of 18-day-old CBE-treated mice (100 mg/kg, from 8 days of age) compared to untreated mice (control). Double immunofluorescence using either anti-GFP (IFNβ, green) and anti-NeuN (red), anti-GFP and anti-MAC2 (red), or anti-GFP and anti-GFAP (red) antibodies and the nuclear marker, DAPI (blue). Scale bar, 10 μm. Results are representative of two experiments. b qPCR analysis of various genes in cortical homogenates from 18-day-old Ifnar flox/flox; CX3CR1-Cre + (n = 4) and Ifnar flox/flox; CX3CR1-Cre- (n = 4) mice treated with CBE (100 mg/kg per day) from 8 days of age for 10 days. Results are expressed as fold change of CBE-treated versus control (n = 3–4) mice and are means ± s.e.m. CT values were normalized to levels of HPRT. *p < 0.05, **p < 0.01, ***p < 0.001
qPCR analysis of genes in cerebral hemispheres obtained from the end-stage of various LSDs
| Gene | nGD | Krabbe | NPC1 | Sandhoff | ||||
|---|---|---|---|---|---|---|---|---|
| Fold change (−/− vs |
| Fold change (−/− vs. +/−) |
| Fold change (−/− vs. +/−) |
| Fold change (−/− vs. +/−) |
| |
| Inflammation | ||||||||
|
|
| <0.005 |
| <0.05 |
| 0.059 |
| <0.05 |
|
|
| <0.001 |
| <0.005 |
| <0.05 |
| <0.05 |
|
|
| <0.001 |
| <0.05 |
| <0.05 |
| <0.005 |
|
|
| <0.005 |
| <0.05 | 1.7 ± 0.3 | <0.05 | 1.6 ± 0.2 | <0.05 |
|
|
| <0.005 |
| <0.005 |
| <0.05 |
| <0.005 |
|
|
| <0.005 |
| <0.05 |
| <0.05 |
| <0.05 |
|
|
| <0.05 |
| <0.001 |
| <0.05 |
| <0.001 |
|
|
| <0.001 |
| <0.001 |
| <0.05 |
| <0.001 |
|
| 1.8 ± 0.4 | <0.05 | 2.0 ± 0.6 | ns | 0.9 ± 0.2 | ns | 1.1 ± 0.2 | ns |
|
|
| <0.005 |
| <0.05 | 1.7 ± 0.8 | ns | 1.1 ± 0.3 | ns |
| Anti-viral response | ||||||||
|
| 1.7 ± 0.8a | ns | 2.0 ± 1.3 | ns | 0.9 ± 0.5 | ns | 1.5 ± 0.7 | ns |
|
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| <0.05 | 2.1 ± 1.7 | ns | 1 ± 0.5 | ns | 1 ± 0.4 | ns |
|
|
| <0.001 |
| <0.05 |
| <0.001 | 1.6 ± 0.2 | <0.05 |
|
|
| <0.001 |
| <0.001 |
| <0.001 | 1.6 ± 0.2 | <0.05 |
|
|
| <0.001 |
| <0.05 | 2.6 ± 1.2 | ns | 1.1 ± 0.4 | ns |
|
|
| <0.001 |
| <0.05 | 1.9 ± 0.3 | <0.05 | 1.4 ± 0.1 | <0.05 |
| RIPK pathway | ||||||||
|
|
| <0.005 |
| <0.05 | 1.4 ± 0.2 | <0.05 | 0.9 ± 0.04 | ns |
|
|
| <0.001 |
| <0.05 | 1.5 ± 0.2 | <0.05 | 0.7 ± 0.1 | ns |
|
|
| <0.001 |
| <0.05 | 1.8 ± 0.2 | 0.00898 | 1.2 ± 0.3 | ns |
Results are expressed as fold change of −/− versus control mice and are means ± s.e.m. CT values were normalized to levels of HPRT. Genes that were elevated >2-fold with a p value of <0.05 are in bold. nGD mice (Gba flox/flox; nestin-Cre mice, 3 weeks of age, n = 4); Krabbe’s disease (Galc −/− mice, 5 weeks of age, n = 3); Niemann-Pick type C1 disease mice (NPC1−/−), 10 weeks of age, n = 3–4; Sandhoff disease (HexB −/− mice) 17 weeks of age, n = 2–3
aIt should be noted that there is a significant difference in the extent of elevation of mRNA levels depending on whether a pathological area of the brain was used compared to half cerebral hemispheres. For instance, Ifnα was elevated 2.1-fold in layer V of the cortex, but 1.7-fold in a cerebral hemisphere. However, even when using whole cerebral hemispheres, it is apparent that the extent of the inflammatory response is much higher in nGD compared to the other LSDs
Fig. 6Proposed mechanism by which type I IFN is activated in nGD. Left Induction of the IFN response in neurons upon GlcCer accumulation. Elevated levels of GlcCer are sensed directly or indirectly by a PRR resulting in activation of the antiviral response and production of IFNα and IFNβ. IFN is secreted from neurons and engages IFNAR in neighboring cells, i.e., microglia. Right Upon engagement, IFNAR activates phosphorylation, dimerization, and nuclear translocation of STAT proteins, which subsequently induce the expression of ISGs, among them MLKL, which forms the necrosome complex together with phosphorylated RIP3
Fig. 7Gene changes in LSDs. Upper panel Venn diagram of differentially-expressed genes in spinal cord of Sandhoff disease, brain of NPC1 disease, and the VPM/VPL of nGD. Lower panel Venn diagram of differentially expressed genes related to the type I IFN pathway to up-regulated genes in other diseases. The enrichment IFN signaling lists were obtained from GSEA (REACTOME_INTERFERON_SIGNALING). Overlapping regions were drawn to scale and the number of shared and unique genes listed. Overlap was visualized using BioVenn
Comparison of gene arrays for NPC1, Sandhoff, and nGD
| Sandhoff [ | NPC [ | nGD | |
|---|---|---|---|
| Tissue | Spinal cord | Brain | VPM/VPL |
| Age/disease severity | 4 months old (late-symptomatic stage) | 20 to 80 days old (asymptomatic-, early-, and late-symptomatic stages) | 14 days old (asymptomatic stage) |
| Analysis cut-off | 2-fold | 1.5-fold | 1.5-fold |
| Number of up-regulated genes | 58 | 112 | 907 |
| Number (and percent) of up-regulated genes common to nGD | 32 (55.2 %) | 88 (78.5 %) | |
| Number (and percent) of IFN-related genes among the up-regulated genes | 1 (1.7 %) | 9 (8 %) | 49 (5.4 %) |
| Percentage of IFN-related gene out of total of 145 IFN-related genes | 0.70 % | 6.20 % | 33.80 % |
Primers used for qPCR
| Gene name | Primer sequence |
|---|---|
| Tbp | F: 5′-TGCTGTTGGTGATTGTTGGT-3′ |
| R: 5′-CTGGCTTGTGTGGGAAAGAT-3′ | |
| Hprt | F: 5′-TGCTCGAGATGTCATGAAGG-3′ |
| R: 5′-AATCCAGCAGGTCAGCAAAG-3′ | |
| Lgals3 (Mac2) | F: 5′-CACTGACGGTGCCCTATGAC-3′ |
| R: 5′-AACAATCCTGTTTGCGTTGGG-3′ | |
| Kcnk4 | F: 5′-GCAGGCTCAGAAGAAAATGG-3′ |
| R: 5′-TGGTCCCTCAGAAACTGGTC-3′ | |
| Sptssb | F: 5′-TCATTCTAAGGCAGGAGACGA-3′ |
| R: 5′-AAGCTGGGAAAAGTCTGCCT-3′ | |
| Ryr3 | F: 5'-GGTGGGCTATTACTGCCTGA-3' |
| R: 5'-CATCCTCAGATGGCTGTTCA -3' | |
| Gfap | F: 5′-TAGTCCAACCCGTTCCTCCA-3′ |
| R: 5′-CCAGTTGTCGACTAGGACCG-3′ | |
| Irf7 | F: 5′-CAATGGCTGAAGTGAGGGGG-3′ |
| R: 5′-GACCGAAATGCTTCCAGGGT-3′ | |
| Eif2ak2 (PKR) | F: 5′-GATGGAAAATCCCGAACAAGGAG-3′ |
| R: 5′-AGGCCCAAAGCAAAGATGTCCAC-3′ | |
| Ccl5 | F: 5′-TGCCTACCTCTCCCTCGCGC-3′ |
| R: 5′-GGCACACACTTGGCGGTTCCT-3′ | |
| Ccl2 | F: 5′-TCACCTGCTGCTACTCATTCACCA-3′ |
| R: 5′-AGCACAGACCTCTCTCTTGAGCTT-3′ | |
| Ccl3 | F: 5′-TTTTGAAACCAGCAGCCTTT-3′ |
| R: 5′-CTCAAGCCCCTGCTCTACAC-3′ | |
| Gpnmb | F: 5′-AGCACAACCAATTACGTGGC-3′ |
| R: 5′-CTTCCCAGGAGTCCTTCCA-3′ | |
| Rip1 | F: 5′-AGTCGAGACTGAAGGACACAGCACT-3′ |
| R: 5′-TCCAGCAGGTCACTGGATGCCAT-3′ | |
| Rip3 | F: 5′-CTTGAACCCTCCGCTCCTGC-3′ |
| R: 5′-CGGCTCACCAGAGGAACCGCAT-3′ | |
| Mlkl | F: 5′-TCACAGATCTCCAGTTACCATC-3′ |
| R: 5′-ACGCAAGATGTTGGGAGAATCG-3′ | |
| Tnfα | F: 5′-CTTGTGGCAGGGGCCACCAC-3′ |
| R: 5′-CCATGCCGTTGGCCAGGAGG-3′ | |
| Usp18 | F: 5′-CAGGAGTCCCTGATTTGCGT-3′ |
| R: 5′-GGGCTGGACGAAACATCTCA-3′ | |
| Oas1b | F: 5′-GCGTAGGCCTGTTATGCTCT-3′ |
| R: 5′-CCACTGGGCTCACAGGAAAA-3′ |