| Literature DB >> 35008592 |
Melania Gonzalez-Rodriguez1, Sandra Villar-Conde1, Veronica Astillero-Lopez1, Patricia Villanueva-Anguita1, Isabel Ubeda-Banon1, Alicia Flores-Cuadrado1, Alino Martinez-Marcos1, Daniel Saiz-Sanchez1.
Abstract
Alzheimer's disease (AD), the most prevalent neurodegenerative disorder, is characterized by executive dysfunction and memory impairment mediated by the accumulation of extracellular amyloid-β peptide (Aβ) and intracellular hyperphosphorylated tau protein. The hippocampus (HIPP) is essential for memory formation and is involved in early stages of disease. In fact, hippocampal atrophy is used as an early biomarker of neuronal injury and to evaluate disease progression. It is not yet well-understood whether changes in hippocampal volume are due to neuronal or glial loss. The aim of the study was to assess hippocampal atrophy and/or gliosis using unbiased stereological quantification and to obtain hippocampal proteomic profiles related to neurodegeneration and gliosis. Hippocampal volume measurement, stereological quantification of NeuN-, Iba-1- and GFAP-positive cells, and sequential window acquisition of all theoretical mass spectrometry (SWATH-MS) analysis were performed in AD and non-AD cases. Reduced hippocampal volume was identified using the Cavalieri probe, particularly in the CA1 region, where it correlated with neuronal loss and astrogliosis. A total of 102 downregulated and 47 upregulated proteins were identified in the SWATH-MS analysis after restrictive filtering based on an FC > 1.5 and p value < 0.01. The Hsp90 family of chaperones, particularly BAG3 and HSP90AB1, are closely related to astrocytes, indicating a possible role in degrading Aβ and tau through chaperone-mediated autophagy.Entities:
Keywords: GFAP; SWATH-MS; amyloid-β; autophagy; cavalieri; optical fractionator; tau
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Year: 2021 PMID: 35008592 PMCID: PMC8745315 DOI: 10.3390/ijms23010165
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Figure 1Hippocampal volume reduction is specific to the CA1 subfield. Nissl staining of the AD HIPP at 16 mm (A) and 23.9 mm (B) from bregma, representing rostral to caudal levels, respectively, and identification of the hippocampal subfields (CA1-3 and the DG). The global HIPP volume (C) and volume of the CA1 subfield (D) were significantly reduced in AD (the graphs show the volume mean ± SEM, * p value < 0.05, *** p value < 0.001). Scale bar = 1000 µm.
Figure 2The extent of neurodegeneration, microgliosis, and astrogliosis differs among hippocampal fields. Immunohistochemical staining for NeuN (A,B), Iba-1 (D,E), and GFAP (G,H) in the CA1 subfield in non-AD and AD samples represent neurons, microglia, and astroglia, respectively. The number of NeuN-positive cells (C), Iba-1 positive cells (F) and GFAP-positive cells (I) in the global HIPP and the different subfields are shown (the graphs show the mean ± SEM, * p value < 0.05, ** p value < 0.01). Please note that neurodegeneration linked to NeuN labeling only occurred in the CA1 region, staining of microglia with Iba-1 was not altered, and GFAP staining of astroglia was increased in both CA1 and CA3. Scale bar = 50 µm.
Figure 3Glial distribution pattern changes in the CA1 region in AD samples. Staining of microglial cells (A) revealed homogeneous distribution throughout the different layers in non-AD samples (A). Astrocytes (GFAP staining) were mainly found in the SO and SLM layers in non-AD samples (B). In AD samples, both microglia and astroglia showed increased labeling and astrocytes reached the PCL and SM layers, forming clusters of cells (C,D). These clusters were formed by a large number of cells; either microglial cells forming a core (E) or astrocytes forming a sphere (F). Scale bar = 400 µm in (A–D); 200 µm in (E); and 50 µm in (F).
Figure 4Astrocytes colocalize with tau and form clusters linked with plaques in the CA1 region. Immunofluorescence staining showed preferential distribution of tau in the PCL (red) and revealed that Aβ formed plaques in the PCL and SR layers (green) and that GFAP was found in all layers of the CA1 region (violet) (A). Clusters of astrocytes were dispersed around plaques (B). Z-stack reconstructions showed astroglial cell bodies (violet) around plaques (C) and astroglial processes (violet) were found in the vicinity of Aβ (green) in the plaque core (D). The graphs show the area fraction of GFAP-tau colocalization, GFAP-Aβ colocalization, and GFAP-Aβ-tau colocalization (E) and the area fraction of tau, Aβ, and both (F). (AD group (n = 5), the graphs show the mean ± SEM, *** p value < 0.001). (A,B) were obtained with a Zeiss Axio Imager M.2 microscope; (C,D) were obtained with a Zeiss LSM 800 confocal microscope. Scale bar = 250 µm in (A), 50 µm in (B), and 10 µm in (C,D).
Figure 5Prominent downregulated proteins in AD samples. Principal component analysis (PCA) revealed two-well defined groups of AD and non-AD samples (A). The cluster analysis data visualized by heatmap reveal the differential expression of 1635 proteins between groups (B). The volcano plot shows 47 up- and 102 downregulated proteins among a total of 1635 analyzed proteins (C) (FC > 1.5, p value < 0.01). Statistical analysis was performed with MetaboAnalyst 5.0.
Gene Ontology analysis †.
| Fold | Raw | FDR | |
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| Non-motor actin binding protein (PC00165) | 12.57 | 4.56 × 10−7 | 8.80 × 10−5 |
| Isomerase (PC00135) | 10.37 | 3.63 × 10−3 | 4.67 × 10−2 |
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| Dihydropyrimidinase activity (GO:0004157) | 69.11 | 2.96 × 10−5 | 2.73 × 10−3 |
| Hydrolase activity, acting on carbon-nitrogen (but not peptide) bonds, in cyclic amides (GO:0016812) | 51.83 | 5.74 × 10−5 | 3.54 × 10−3 |
| Clathrin binding (GO:0030276) | 11.52 | 5.29 × 10−4 | 1.28 × 10−2 |
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| Pyrimidine nucleobase catabolic process (GO:0006208) | 59.24 | 4.20 × 10−5 | 9.16 × 10−3 |
| Pyrimidine nucleobase catabolic process (GO:0006208) | 59.24 | 4.20 × 10−5 | 9.16 × 10−3 |
| Pyrimidine nucleobase metabolic process (GO:0006206) | 37.7 | 1.25 × 10−4 | 1.51 × 10−2 |
| Pyrimidine nucleobase metabolic process (GO:0006206) | 37.7 | 1.25 × 10−4 | 1.51 × 10−2 |
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| Regulation of protein stability (GO:0031647) | 27.64 | 2.43 × 10−5 | 1.32 × 10−2 |
| Nucleobase metabolic process (GO:0009112) | 24.04 | 3.95 × 10−5 | 9.56 × 10−3 |
| Pyrimidine-containing compound metabolic process (GO:0072527) | 18.85 | 7.44 × 10−4 | 3.96 × 10−2 |
| Establishment or maintenance of cell polarity (GO:0007163) | 12.8 | 6.55 × 10−5 | 1.02 × 10−2 |
† For complete information of GO analysis performed by GeneOntology Panther see Supplementary Materials Table S3. Table shows data filtered by Fold Enrichment > 10. FDR (False Discovery Rate).
Figure 6Protein–protein interaction (PPI) analysis revealed a complex interaction between proteins, with clusters related to astrocytes, synapses, and chaperones. Immune system-/synapse-related proteins are within the orange cloud, and chaperones are within the green cloud. Proteins that belong to the Hsp90 family of chaperones are highlighted in red, genes enriched in the molecular function unfolded protein binding are highlighted in blue, and genes enriched in the biological process protein stabilization are highlighted in green. Note that HSP90AB1 and HSP90AA1 are involved in all identified functions in the analysis. In addition, BAG3 is related to protein stabilization.
Reactome pathways. Table shows pathways in which proteins identified as chaperones in STRING diagram are involved (p value < 0.05).
| Identifier | Pathway Name | #Found | #Total | FDR | Submitted Entities Found | |
|---|---|---|---|---|---|---|
| R-HSA-422475 | Axon guidance | 21 | 558 | 1.80 × 10−5 | 0.0056 | AP2A2, HSP90AA1, DAG1, CLASP2, MAP2K1, DPYSL5, AP2A1, EZR, PRKACA, RPL35, CSNK2A1, PLXNA4, DPYSL4, DLG3, DLG4, CRMP1, MSN, RPS25, HSP90AB1, PFN2, RPLP2 |
| R-HSA-69275 | G2/M Transition | 11 | 198 | 7.85 × 10−5 | 0.0065 | PRKACA, DCTN1, HSP90AA1, PPP2R2A, CKAP5, PPME1, SKP1, PAFAH1B1, PPP2R1A, HSP90AB1, PRKAR2B |
| R-HSA-3371568 | Attenuation phase | 3 | 14 | 9.22 × 10−4 | 0.0350 | HSP90AA1, HSP90AB1, FKBP4 |
| R-HSA-399954 | Sema3A PAK dependent Axon repulsion | 3 | 16 | 0.00135 | 0.0459 | HSP90AA1, PLXNA4, HSP90AB1 |
| R-HSA-9613829 | Chaperone Mediated Autophagy | 3 | 22 | 0.00331 | 0.0744 | HSP90AA1, HSP90AB1, GFAP |
| R-HSA-168249 | Innate Immune System | 27 | 1187 | 0.00399 | 0.0744 | HMGB1, HSP90AA1, S100A1, PPIA, PRDX6, FABP5, C4B, C4B_2, SUGT1, BAIAP2, SKP1, HEBP2, GSTP1, GPI, AP2A2, PIN1, COTL1, HSP90B1, MGST1, PPP2R1A, MAP2K1, PADI2, MAPK10, UBE2M, PRKACA, HMOX2, CD44, HSP90AB1 |
| R-HSA-5336415 | Uptake and function of diphtheria toxin | 2 | 7 | 0.00405 | 0.0744 | HSP90AA1, HSP90AB1 |
| R-HSA-5339562 | Uptake and actions of bacterial toxins | 4 | 48 | 0.00407 | 0.0744 | HSP90AA1, PDCD6IP, MAP2K1, HSP90AB1 |
| R-HSA-3371571 | HSF1-dependent transactivation | 3 | 24 | 0.00421 | 0.0744 | P07900, P08238, Q02790 |
| R-HSA-3371497 | HSP90 chaperone cycle for steroid hormone receptors (SHR) | 4 | 57 | 0.00921 | 0.0760 | DCTN1, HSP90AA1, HSP90AB1, FKBP4 |
| R-HSA-3371556 | Cellular response to heat stress | 5 | 95 | 0.01141 | 0.0799 | HSP90AA1, HSPA4L, BAG3, HSP90AB1, FKBP4 |
| R-HSA-3371511 | HSF1 activation | 2 | 12 | 0.04212 | 0.1685 | HSP90AA1, HSP90AB1 |
| R-HSA-449147 | Signaling by Interleukins | 11 | 456 | 0.04615 | 0.1728 | HMGB1, PRKACA, HSP90AA1, PPIA, FSCN1, HSP90B1, SKP1, PPP2R1A, MAP2K1, MSN, MAPK10 |
| R-HSA-8953897 | Cellular responses to external stimuli | 13 | 579 | 1.80 × 10−5 | 0.0056 | CSRP1, DCTN1, HSP90AA1, HSPA4L, PRDX6, MAPK10, FKBP4, RPL35, BAG3, GSTP1, RPS25, HSP90AB1, RPLP2 |
Figure 7HSP90AB1 is colocalized with astrocytes in the human HIPP. Confocal analyses of GFAP (violet), HSP90AB1 (green) and tau or Aβ (red) expression in the CA1 region in non-AD (A–F) and AD (G–R) samples. In non-AD cases, HSP90AB1 was observed in astrocytes (arrowhead) (A–F). In AD samples, HSP90AB1 was found in plaque core, but was not expressed in astrocytes in the vicinity (N,R). However, isolated astrocytes showed a similar expression pattern between AD samples and non-AD samples (J). HSP90AB1 expression throughout the whole human HIPP was evaluated by WB (S,T) (the graph shows the mean ± SEM, ** p value < 0.01). Scale bar = 10 µm.
Figure 8HSP90AA1 accumulates within plaques in the human HIPP. Confocal images of GFAP (violet), HSP90AA1 (green) and tau or Aβ (red) expression in the CA1 region in non-AD (A–F) and AD (G–R) samples. In AD cases, HSP90AA1 aggregated in plaques (N,R), and was in close contact with the Aβ plaque core (R). Astrocytes did not express HSP90AA1 in non-AD (A–F) or AD (K–O) samples. (S,T) HSP90AA1 expression throughout the whole human HIPP was evaluated by WB (the graph shows the mean ± SEM, * p value < 0.05). Scale bar = 10 µm.
Human samples. Detailed information about the samples employed in the study.
| Case | Gender | Age (y) | PMD (h) | Brain Weight (g) | Cause of Death | Braak Stage | Treatment | Assay |
|---|---|---|---|---|---|---|---|---|
| AD cases ( | ||||||||
| 1 | F | 74 | 4:00 | 1042 | Cardiorespiratory arrest | V | Formalin-fixed | IHC, IFC1 |
| 2 | F | 80 | 4:00 | 910 | Respiratory infection | V | Formalin-fixed | IHC, IFC1, IFC2 |
| 3 | M | 77 | 5:00 | 1330 | Sepsis (respiratory origin) | VI | Formalin-fixed | IHC, IFC1 |
| 4 | F | 84 | 2:00 | 920 | Unknow | V | Formalin-fixed | IHC, IFC1 |
| 5 | M | 77 | 6:00 | 1060 | Acute respiratory infection | VI | Formalin-fixed | IHC, IFC1 |
| 6 | M | 92 | 6:00 | 960 | Unknow | VI | Formalin-fixed | IHC, IFC2 |
| 7 | M | 75 | 3:00 | 1050 | Multiorganic arrest | V | Formalin-fixed | IHC |
| 8 | F | 85 | 2:00 | 1150 | Cardiorespiratory arrest | VI | Formalin-fixed | IHC, IFC2 |
| 9 | F | 83 | 2:00 | 1000 | Respiratory insufficiency | VI | Formalin-fixed | IHC |
| 10 | F | 81 | 6:30 | 935 | Cardiorespiratory arrest | VI | Fresh-frozen | PR, WB |
| 11 | F | 75 | 16:15 | 1200 | Septic shock, sacral ulcer | VI | Fresh-frozen | PR, WB |
| 12 | M | 80 | 21:45 | 1300 | Respiratory insufficiency | VI (LBD) | Fresh-frozen | PR, WB |
| 13 | F | 80 | 5:00 | 1060 | Acute heart failure | VI | Fresh-frozen | PR, WB |
| 14 | F | 72 | 14:00 | 1060 | Cardiorespiratory arrest, Deep venous thrombosis | VI (LBD) | Fresh-frozen | PR, WB |
| 15 | F | 90 | 12:15 | 920 | Respiratory insufficiency, respiratory infection | VI | Fresh-frozen | PR |
| 16 | F | 76 | 11:10 | 900 | Respiratory insufficiency | VI | Fresh-frozen | WB |
| Non-AD cases ( | ||||||||
| 17 | M | 84 | 3:00 | 1400 | Non filiate miocardiopathy/ Cardiac arrest | - | Formalin-fixed | IHC, IFC2 |
| 18 | F | 81 | 5:00 | 1100 | Pionefritis by E. coli/ Multiorganic arrest | - | Formalin-fixed | IHC |
| 19 | M | 88 | 3:00 | 1285 | Unknow | II | Formalin-fixed | IHC |
| 20 | M | 83 | 4:00 | 1152 | Unknow | II | Formalin-fixed | IHC |
| 21 | F | 62 | 2:00 | 1050 | Myelodysplastic Syndrome | - | Formalin-fixed | IHC, IFC2 |
| 22 | M | 63 | 2:00 | 1400 | Breast adenocarcinoma | - | Formalin-fixed | IHC, IFC2 |
| 23 | M | 58 | 6:00 | 1500 | Acute myocardial infarction | - | Formalin-fixed | IHC |
| 24 | M | 53 | 5:00 | 1300 | Rectum adenocarcinoma | - | Formalin-fixed | IHC |
| 25 | M | 78 | 4:00 | 1100 | Lung carcinoma | - | Formalin-fixed | IHC |
| 26 | F | 83 | 7:20 | 1320 | Intestinal embolism, surgery ischemia | II | Fresh-frozen | PR, WB |
| 27 | M | 83 | 13:00 | 1630 | AgD I, pathology due to argyrophile granules/cardiorespiratory insufficiency | - | Fresh-frozen | PR |
| 28 | F | 37 | 9:00 | 1200 | Refractory septic shock | - | Fresh-frozen | PR, WB |
| 29 | M | 57 | 12:00 | 1560 | Lung Carcinoma | - | Fresh-frozen | PR |
| 30 | M | 68 | 4:10 | 1350 | Sepsis | Fresh-frozen | WB | |
| 31 | F | 82 | 4:00 | 800 | Respiratory insufficiency | - | Fresh-frozen | WB |
| 32 | F | 71 | 7:08 | 975 | Cardiorespiratory arrest | - | Fresh-frozen | WB |
F (female), M (male), PMD (Postmortem Delay), LBD (Lewy Body Dementia), IHC (immunohistochemistry used for stereological estimations), IF1 (immunofluorescence against GFAP and pathological proteins), IF2 (immunofluorescence against selected proteins of proteomic analysis), PR (proteomic analysis), WB (Western blot analysis).
Figure 9BAG3 is expressed in astrocytes in the human HIPP. Confocal analyses of GFAP (violet), BAG3 (green) and tau or Aβ (red) expression in the CA1 region in non-AD (A–F) and AD (G–R) samples. BAG3 was found in astrocytes in both non-AD samples (A–F) and overexpressed in AD samples (G–R). Some astrocytes showed mainly BAG3 staining instead of GFAP staining (H–J, arrowhead). BAG3 released within and around plaques was frequently observed (K–R). (S,T) BAG3 expression throughout the whole human HIPP was evaluated by WB (the graph shows the mean ± SEM, ** p value < 0.01). Scale bar = 10 µm.