| Literature DB >> 35216146 |
Ning Wang1, Rui Li2, Bainian Feng3, Yuliang Cheng1, Yahui Guo1, He Qian1.
Abstract
Chicoric acid (CA), a polyphenolic acid compound extracted from chicory and echinacea, possesses antiviral, antioxidative and anti-inflammatory activities. Growing evidence supports the pivotal roles of brain-spleen and brain-gut axes in neurodegenerative diseases, including Parkinson's disease (PD), and the immune response of the spleen and colon is always the active participant in the pathogenesis and development of PD. In this study, we observe that CA prevented dopaminergic neuronal lesions, motor deficits and glial activation in PD mice, along with the increment in striatal brain-derived neurotrophic factor (BDNF), dopamine (DA) and 5-hydroxyindoleacetic acid (5-HT). Furthermore, CA reversed the level of interleukin-17(IL-17), interferon-gamma (IFN-γ) and transforming growth factor-beta (TGF-β) of PD mice, implicating its regulatory effect on the immunological response of spleen and colon. Transcriptome analysis revealed that 22 genes in the spleen (21 upregulated and 1 downregulated) and 306 genes (190 upregulated and 116 downregulated) in the colon were significantly differentially expressed in CA-pretreated mice. These genes were functionally annotated with GSEA, GO and KEGG pathway enrichment, providing the potential target genes and molecular biological mechanisms for the modulation of CA on the spleen and gut in PD. Remarkably, CA restored some gene expressions to normal level. Our results highlighted that the neuroprotection of CA might be associated with the manipulation of CA on brain-spleen and brain-gut axes in PD.Entities:
Keywords: Parkinson’s disease; chicoric acid; gut; neurodegeneration; neuroinflammation; peripheral immune system; spleen
Mesh:
Substances:
Year: 2022 PMID: 35216146 PMCID: PMC8874631 DOI: 10.3390/ijms23042031
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Figure 1CA improved behavioral deficits in PD mice. (a) Chemical structure of CA. (b) Timeline for the experimental procedure. (c) Pole test: time to descend the pole. (d) Traction test: score of traction reflexes. Statistical comparison by one-way ANOVA with Tukey’s post hoc test. Data represent means ± SEM. ** p < 0.01, *** p < 0.001. n = 10.
Figure 2CA promoted the dopaminergic neuron survival, TH expression in striatum and the enhancement in neurotransmitters. (a) Representative IF staining for TH in the right and left SN, respectively. Scale bar: 100 µm. (b) Quantification for the number of TH-positive cells in left SN. (c) Representative bands of Western blotting for striatal TH expression. (d) Quantification for striatal TH expression, band intensity normalized to GAPDH. (e) The level of striatal DA. (f) The level of 5-TH. (g) The turnover rate of striatal DA ([DOPAC+HVA]/DA). (h) The turnover rate of striatal 5-HT (5-HIAA/5-HT). Statistical comparison by one-way ANOVA with Tukey’s post hoc test. Data represent means ± SEM. * p < 0.05, ** p < 0.01, *** p < 0.001. n = 4 for IF, n = 5 for the measurement of neurotransmitter and Western blotting.
Figure 3CA inhibited MPTP-induced microglial and astrocyte activation in SN and striatum, respectively, accompanied by the restoration of striatal BDNF. (a) Representative double-IF staining for TH (green) and GFAP (red) in SN. Scale bars: 100 µm. (b) Representative double-IF staining for TH (green) and Iba-1 (red) in SN. Scale bars: 100 µm. (c) Quantification for the number of GFAP-positive cells. (d) Quantification for the number of Iba-1-positive cells. (e,f) Representative bands of Western blotting for the expression of striatal GFAP, Iba-1, CD11b and BDNF. (g–j) Quantification for protein expression, band intensity normalized to GAPDH or β-actin. Statistical comparison by one-way ANOVA with Tukey’s post hoc test. Data represent means ± SEM. * p < 0.05, ** p < 0.01, *** p < 0.001. n = 4 for IF, n = 5 for Western blotting.
Figure 4CA restored MPTP-mediated changes in IL-17, IFN-γ and TGF-β at the protein level and mRNA level in the serum, striatum, spleen, and colon. (a) The protein level of IL-17. (b) The protein level of IFN-γ. (c) The protein level of TGF-β. (d) The relative expression of IL-17 mRNA. (e) The relative expression of IFN-γ mRNA. (f) The relative expression of TGF-β mRNA. Statistical comparison by one-way ANOVA with Tukey’s post hoc test. Data represent means ± SEM. * p< 0.05, ** p< 0.01, *** p < 0.001, vs. Control group; + p < 0.05, ++ p < 0.01, vs. MPTP group. n = 4 for ELISA, n = 5 for qPCR.
Sequences of PCR primers.
| Gene | Forward Primers | Reverse Primers |
|---|---|---|
| IL-17 | 5′-TGGACTCTGAGCCGCAATG-3′ | 5′-GGCGGACAATAGAGGAAACG-3′ |
| IFN-γ | 5′-CATAGATGTGGAAGAAAAGAG-3′ | 5′-AGAGTCTGAGGTAGAAAGAGATA-3′ |
| TGF-β | 5′-CGAAGCGGACTACTATGCTA-3′ | 5′-GAATGTCTGACGTATTGAAGAA-3′ |
| β-actin | 5′-CCTCTATGCCAACACAGT-3′ | 5′-AGCCACCAATCCACACAG-3′ |
Figure 5The influence of CA on splenic gene expression in PD mice based on RNA-Seq. (a) Volcano plot of splenic DEGs between the MPTP and CA+MPTP groups. (b) Volcano plot of colonic DEGs between the MPTP and CA+MPTP groups. The heatmaps showing the results of cluster analysis for DGEs between the control, MPTP and CA+MPTP groups in the spleen (c) and colon (d). CA pretreatment significantly restored the gene expression in the colon and spleen of MPTP mice; combining with the regulation of CA on IL-17, IFN-γ and TGF-β in PD mice, it was indicated that the neuroprotective effects of CA were closely related to the modulation of CA on peripheral immune system. Cut-off value of (|log2FC|) > 1.2 and padj < 0.05, n = 3 per group. S: spleen, C: colon. CAM: CA+MPTP group, M: MPTP group, NC: control group.
List of GO terms enriched with splenic DEGs (padj < 0.05).
| Category | GO ID | Description | Gene Name | Count | Up | Down | padj |
|---|---|---|---|---|---|---|---|
| BP | GO:0042036 | negative regulation of cytokine biosynthetic process | Errfi1↑Muc16↑ | 2 | 2 | 0 | 0.037678798 |
| BP | GO:0051384 | response to glucocorticoid | Errfi1↑Dusp1↑Pck1↑ | 3 | 3 | 0 | 0.037678798 |
| BP | GO:0031960 | response to corticosteroid | Errfi1↑Dusp1↑Pck1↑ | 3 | 3 | 0 | 0.037678798 |
| BP | GO:0032869 | cellular response to insulin stimulus | Pdk4↑Errfi1↑Pck1↑ | 3 | 3 | 0 | 0.037678798 |
| BP | GO:1901654 | response to ketone | Errfi1↑Dusp1↑Pck1↑ | 3 | 3 | 0 | 0.037678798 |
| BP | GO:0071549 | cellular response to dexamethasone stimulus | Errfi1↑Pck1↑ | 2 | 2 | 0 | 0.037678798 |
| BP | GO:0071548 | response to dexamethasone | Errfi1↑Pck1↑ | 2 | 2 | 0 | 0.046519989 |
| BP | GO:0002377 | immunoglobulin production | Igkv9-124↑Igkv14-100↑Igkv4-91↑ | 3 | 3 | 0 | 0.046927892 |
| BP | GO:0032868 | response to insulin | Pdk4↑Errfi1↑Pck1↑ | 3 | 3 | 0 | 0.046927892 |
| ↑ upregulation. | |||||||
List of pathway enriched with splenic DEGs (padj < 0.05).
| KEGG ID | Description | Gene Name | Count | Up | Down | padj |
|---|---|---|---|---|---|---|
| mmu03320 | PPAR signaling pathway | Pck1↑Plin4↑ | 2 | 2 | 0 | 0.00949221 |
| ↑ upregulation. | ||||||
Figure 6Enrichment plots from the gene set enrichment analysis (GSEA). (A) The significantly enriched hallmark terms associated with CA-mediated modulation on the spleen in PD mice. (B) The significantly enriched hallmark terms associated with CA-mediated modulation on the colon in PD mice. Cut-off value of |Normalized Enrichment Score (NES)| > 1.0 and nominal p-value < 0.05, n = 3 per group. S: spleen, C: colon. CAM: CA+MPTP group, M: MPTP group.
List of GO terms enriched with colonic DEGs (padj < 0.05).
| Category | GO ID | Description | Gene Name | Count | Up | Down | padj |
|---|---|---|---|---|---|---|---|
| BP | GO:0006805 | xenobiotic metabolic process | Acaa1b↑Cyp2c66↑Ugt1a1↑Lpo↑Cyp2c65↑Cyp2c55↑Nceh1↑Ugt1a7c↑Cyp2d12↓Cyp2d9↓Srd5a2↓Cyp2c68↓Cyp2c69↓Cyp2f2↓ | 14 | 8 | 6 | 1.06 × 10−8 |
| BP | GO:0042737 | drug catabolic process | Cyp2c66↑Cyp2c65↑Akr1c18↑Cyp4b1↑Adh5↑Cyp2c55↑Cubn↑Aldh3b1↑Cyp2d12↓Cyp2d9↓Adh1↓Cyp2c68↓Nt5e↓Cyp2c69↓Cyp2f2↓ | 15 | 8 | 7 | 1.79 × 10−7 |
| BP | GO:0042738 | exogenous drug catabolic process | Cyp2c66↑Cyp2c65↑Cyp4b1↑Cyp2c55↑Cyp2d12↓Cyp2d9↓Cyp2c68↓Cyp2c69↓Cyp2f2↓ | 9 | 4 | 5 | 1.79 × 10−7 |
| BP | GO:0006690 | icosanoid metabolic process | Cyp2c66↑Cyp2c65↑Akr1c18↑Cyp2c55↑Tlr2↑Ggt1↑Cyp2d12↓Cyp2d9↓Pla2g4f↓Cyp2c68↓Pla2g5↓Cyp2c69↓Cyp2f2↓ | 13 | 6 | 7 | 1.79 × 10−7 |
| BP | GO:0006631 | fatty acid metabolic process | Acaa1b↑Ces1f↑Ppara↑Cyp2c66↑Lpin2↑Ces1d↑Pdk4↑Acsf2↑Cyp2c65↑Akr1c18↑Lpl↑Cyp2c55↑Slc27a4↑Ggt1↑Ehhadh↑Abhd3↑Adipoq↑Cyp2d12↓Cyp2d9↓Pla2g4f↓Cyp2c68↓Cyp2c69↓Cyp2f2↓ | 23 | 17 | 6 | 3.37 × 10−7 |
| BP | GO:0016042 | lipid catabolic process | Acaa1b↑Ces1f↑Lpin2↑Ces1d↑Akr1c18↑Lpl↑Ces1g↑Aspg↑Nceh1↑Slc27a4↑Ugt1a7c↑Ehhadh↑Abhd3↑Adipoq↑Pla2g4f↓Srd5a2↓Pla2g2a↓Pla2g5↓Ces3a↓Hexb↓ | 20 | 14 | 6 | 7.85 × 10−7 |
| BP | GO:1901568 | fatty acid derivative metabolic process | Cyp2c66↑Cyp2c65↑Akr1c18↑Cyp2c55↑Tlr2↑Ggt1↑Cyp2d12↓Cyp2d9↓Pla2g4f↓Cyp2c68↓Pla2g5↓Cyp2c69↓Cyp2f2↓ | 13 | 6 | 7 | 2.80 × 10−6 |
| BP | GO:0046394 | carboxylic acid biosynthetic process | Gapdh↑Hkdc1↑Ppara↑Pdk4↑Akr1c18↑Nags↑Lpl↑Malrd1↑Aldh1a1↑Ggt1↑Abhd3↑Ugdh↑Tkfc↑Gpd1↑Rdh16↓Eno3↓Pla2g4f↓Hif1a↓Hk2↓Rdh9↓Pla2g5↓ | 21 | 14 | 7 | 2.80 × 10−6 |
| BP | GO:0016053 | organic acid biosynthetic process | Gapdh↑Hkdc1↑Ppara↑Pdk4↑Akr1c18↑Nags↑Lpl↑Malrd1↑Aldh1a1↑Ggt1↑Abhd3↑Ugdh↑Tkfc↑Gpd1↑Rdh16↓Eno3↓Pla2g4f↓Hif1a↓Hk2↓Rdh9↓Pla2g5↓ | 21 | 14 | 7 | 2.80 × 10−6 |
| BP | GO:0071466 | cellular response to xenobiotic stimulus | Acaa1b↑Cyp2c66↑Ugt1a1↑Lpo↑Cyp2c65↑Cyp2c55↑Nceh1↑Ugt1a7c↑Cyp2d12↓Cyp2d9↓Srd5a2↓Cyp2c68↓Cyp2c69↓Cyp2f2↓ | 14 | 8 | 6 | 2.80 × 10−6 |
| MF | GO:0016712 | oxidoreductase activity, acting on paired donors, with incorporation or reduction of molecular oxygen, reduced flavin or flavoprotein as one donor, and incorporation of one atom of oxygen | Cyp2c66↑Cyp2c65↑Cyp2d26↑Cyp4b1↑Cyp3a44↑Cyp2c55↑Cyp2d12↓Cyp2d9↓Cyp2c68↓Cyp2c69↓Cyp2f2↓ | 11 | 6 | 5 | 2.77 × 10−9 |
| MF | GO:0004497 | monooxygenase activity | Tph1↑Fmo5↑Cyp2c66↑Cyp2c65↑Cyp2d26↑Akr1c18↑Cyp4b1↑Cyp3a44↑Cyp2c55↑Akr1c19↑Cyp2d12↓Cyp2d9↓Cyp2c68↓Cyp2c69↓Cyp2f2↓ | 15 | 10 | 5 | 2.02 × 10−8 |
| MF | GO:0008395 | steroid hydroxylase activity | Cyp2c66↑Cyp2c65↑Cyp3a44↑Cyp2c55↑Cyp2d12↓Cyp2d9↓Cyp2c68↓Cyp2c69↓Cyp2f2↓ | 9 | 4 | 5 | 8.37 × 10−7 |
| MF | GO:0052689 | carboxylic ester hydrolase activity | Ces1f↑Ces1d↑Ces2b↑Car1↑Lpl↑Ces1g↑Aspg↑Nceh1↑Abhd3↑Bche↑Pla2g4f↓Pla2g2a↓Pla2g5↓Ces3a↓ | 14 | 10 | 4 | 8.37 × 10−7 |
| MF | GO:0016705 | oxidoreductase activity, acting on paired donors, with incorporation or reduction of molecular oxygen | Tph1↑Fmo5↑Cyp2c66↑Cyp2c65↑Cyp2d26↑Akr1c18↑Cyp4b1↑Cyp3a44↑Cyp2c55↑Akr1c19↑Cyp2d12↓Cyp2d9↓Cyp2c68↓Cyp2c69↓Cyp2f2↓ | 15 | 10 | 5 | 2.51 × 10−6 |
| MF | GO:0008392 | arachidonic acid epoxygenase activity | Cyp2c66↑Cyp2c65↑Cyp2c55↑Cyp2c68↓Cyp2c69↓Cyp2f2↓ | 6 | 3 | 3 | 5.79 × 10−6 |
| MF | GO:0008391 | arachidonic acid monooxygenase activity | Cyp2c66↑Cyp2c65↑Cyp2c55↑Cyp2c68↓Cyp2c69↓Cyp2f2↓ | 6 | 3 | 3 | 1.12 × 10−5 |
| MF | GO:0046906 | tetrapyrrole binding | Cyp2c66↑Lpo↑Cyp2c65↑Cyp2d26↑Cyp4b1↑Cyp3a44↑Cyp2c55↑Cubn↑Cyp2d12↓Cyp2d9↓Cyp2c68↓Cyp2c69↓Cyp2f2↓ | 13 | 8 | 5 | 1.56 × 10−5 |
| MF | GO:0005506 | iron ion binding | Tph1↑Cyp2c66↑Cyp2c65↑Cyp2d26↑Cyp4b1↑Cyp3a44↑Cyp2c55↑Cyp2d12↓Cyp2d9↓Cyp2c68↓Nt5e↓Cyp2c69↓Cyp2f2↓ | 13 | 7 | 6 | 4.05 × 10−5 |
| MF | GO:0020037 | heme binding | Cyp2c66↑Lpo↑Cyp2c65↑Cyp2d26↑Cyp4b1↑Cyp3a44↑Cyp2c55↑Cyp2d12↓Cyp2d9↓Cyp2c68↓Cyp2c69↓Cyp2f2↓ | 12 | 7 | 5 | 4.27 × 10−5 |
| ↑upregulation | |||||||
| ↓downregulation | |||||||
List of pathways enriched with colonic DEGs (padj < 0.05).
| KEGG ID | Description | Gene Name | Count | Up | Down | padj |
|---|---|---|---|---|---|---|
| mmu00830 | Retinol metabolism | Ugt2b5↑Cyp2c66↑Ugt1a1↑Cyp2c65↑Cyp3a44↑Aldh1a1↑Ugt2b36↑Adh5↑Cyp2c55↑Gm15368↑Ugt1a7c↑Rdh16↓Adh1↓Cyp2c68↓Rdh9↓ | 15 | 11 | 4 | 1.76 × 10−10 |
| mmu00140 | Steroid hormone biosynthesis | Ugt2b5↑Cyp2c66↑Ugt1a1↑Cyp2c65↑Cyp2d26↑Akr1c18↑Cyp3a44↑Ugt2b36↑Cyp2c55↑Gm15368↑Ugt1a7c↑Cyp2d12↓Cyp2d9↓Srd5a2↓Cyp2c68↓ | 15 | 11 | 4 | 1.99 × 10−10 |
| mmu05204 | Chemical carcinogenesis | Ugt2b5↑Cyp2c66↑Ugt1a1↑Cyp2c65↑Cyp3a44↑Ugt2b36↑Adh5↑Cyp2c55↑Gm15368↑Ugt1a7c↑Aldh3b1↑Adh1↓Cyp2c68↓ | 13 | 11 | 2 | 4.60 × 10−7 |
| mmu00591 | Linoleic acid metabolism | Cyp2c66↑Cyp2c65↑Cyp3a44↑Cyp2c55↑Pla2g4f↓Cyp2c68↓Pla2g2a↓Pla2g5↓ | 8 | 4 | 4 | 1.34 × 10−5 |
| mmu04976 | Bile secretion | Ugt2b5↑Ugt1a1↑Slc51a↑Slc10a2↑Sct↑Ugt2b36↑Gm15368↑Nceh1↑Ugt1a7c↑Adcy9↑ | 10 | 10 | 0 | 0.000109402 |
| mmu00053 | Ascorbate and aldarate metabolism | Ugt2b5↑Ugt1a1↑Ugt2b36↑Gm15368↑Ugt1a7c↑Ugdh↑ | 6 | 6 | 0 | 0.000126403 |
| mmu00982 | Drug metabolism - cytochrome P450 | Ugt2b5↑Fmo5↑Ugt1a1↑Ugt2b36↑Adh5↑Gm15368↑Ugt1a7c↑Aldh3b1↑Adh1↓ | 9 | 8 | 1 | 0.000135848 |
| mmu00980 | Metabolism of xenobiotics by cytochrome P450 | Ugt2b5↑Ugt1a1↑Ugt2b36↑Adh5↑Gm15368↑Ugt1a7c↑Aldh3b1↑Adh1↓Cyp2f2↓ | 9 | 7 | 2 | 0.000182884 |
| mmu04726 | Serotonergic synapse | Tph1↑Cyp2c66↑Cyp2c65↑Cyp2d26↑Slc18a1↑Cyp2c55↑Cyp2d12↓Cyp2d9↓Pla2g4f↓Cyp2c68↓Htr4↓ | 11 | 6 | 5 | 0.000408708 |
| mmu00590 | Arachidonic acid metabolism | Cyp2c66↑Cyp2c65↑Cyp2c55↑Ggt1↑Pla2g4f↓Cyp2c68↓Pla2g2a↓Pla2g5↓ | 8 | 4 | 4 | 0.001096684 |
| mmu00040 | Pentose and glucuronate interconversions | Ugt2b5↑Ugt1a1↑Ugt2b36↑Gm15368↑Ugt1a7c↑Ugdh↑ | 6 | 6 | 0 | 0.001096684 |
| mmu00983 | Drug metabolism - other enzymes | Ces1f↑Ugt2b5↑Ugt1a1↑Ces1d↑Ces2b↑Ugt2b36↑Gm15368↑Ugt1a7c↑Gm45727↑ | 9 | 9 | 0 | 0.0021122 |
| mmu03320 | PPAR signaling pathway | Acaa1b↑Ppara↑Lpl↑Angptl4↑Hmgcs2↑Slc27a4↑Ehhadh↑Adipoq↑ | 8 | 8 | 0 | 0.002234301 |
| mmu00860 | Porphyrin and chlorophyll metabolism | Ugt2b5↑Ugt1a1↑Ugt2b36↑Gm15368↑Ugt1a7c↑ | 5 | 5 | 0 | 0.008876674 |
| mmu00010 | Glycolysis / Gluconeogenesis | Hkdc1↑Adh5↑Pgm2↑Aldh3b1↑Eno3↓Adh1↓Hk2↓ | 7 | 4 | 3 | 0.008876674 |
| mmu00592 | alpha-Linolenic acid metabolism | Acaa1b↑Pla2g4f↓Pla2g2a↓Pla2g5↓ | 4 | 1 | 3 | 0.01005902 |
| mmu00500 | Starch and sucrose metabolism | Hkdc1↑Sis↑Pgm2↑Hk2↓ | 4 | 3 | 1 | 0.030913453 |
| mmu00520 | Amino sugar and nucleotide sugar metabolism | Hkdc1↑Pgm2↑Ugdh↑Hk2↓Hexb↓ | 5 | 3 | 2 | 0.036511025 |
| mmu00052 | Galactose metabolism | Hkdc1↑Sis↑Pgm2↑Hk2↓ | 4 | 3 | 1 | 0.041823524 |
| ↑upregulation | ||||||
| ↓downregulation | ||||||