| Literature DB >> 32762277 |
Andrea M Stevens1,2,3, Muzamil Saleem1,2,3, Brooke Deal1,2,3, Jelena Janjic3,4, John A Pollock1,2,3.
Abstract
Chronic constriction injury of the sciatic nerve in rats causes peripheral neuropathy leading to pain-like behaviors commonly seen in humans. Neuropathy is a leading cause of neuropathic pain, which involves a complex cellular and molecular response in the peripheral nervous system with interactions between neurons, glia, and infiltrating immune cells. In this study, we utilize a nonsteroidal anti-inflammatory drug -loaded nanoemulsion to deliver the cyclooxygenase-2 inhibitor, Celecoxib, directly to circulating monocytes following nerve injury, which provides long-lasting pain relief. However, it is not fully understood how cyclooxygenase-2 inhibition in a macrophage traveling to the site of injury impacts gene expression in the dorsal root ganglia. To elucidate aspects of the molecular mechanisms underlying pain-like behavior in chronic constriction injury, as well as subsequent pain relief with treatment, we employ RNAseq transcriptome profiling of the dorsal root ganglia associated with the injured sciatic nerve in rats. Using high throughput RNA sequencing in this way provides insight into the molecular mechanisms involved in this neuroinflammatory response. We compare the transcriptome from the dorsal root ganglias of the following study groups: chronic constriction injury animals administered with cyclooxygenase-2 inhibiting celecoxib-loaded nanoemulsion, chronic constriction injury animals administered with vehicle treatment, a drug-free nanoemulsion, and a group of naïve, unoperated and untreated rats. The results show an extensive differential expression of 115 genes. Using the protein annotation through evolutionary relationship classification system, we have revealed pain-related signaling pathways and underlying biological mechanisms involved in the neuroinflammatory response. Quantitative polymerase chain reaction validation confirms expression changes for several genes. This study shows that by directly inhibiting cyclooxygenase-2 activity in infiltrating macrophages at the injured sciatic nerve, there is an associated change in the transcriptome in the cell bodies of the dorsal root ganglia.Entities:
Keywords: Neuropathic pain; RNA sequencing; celecoxib; chronic constriction injury; nanoemulsion; neuroinflammation
Mesh:
Substances:
Year: 2020 PMID: 32762277 PMCID: PMC7543154 DOI: 10.1177/1744806920943309
Source DB: PubMed Journal: Mol Pain ISSN: 1744-8069 Impact factor: 3.395
Gene Ontology (GO) Panther functional pathway analysis.
| Functional pathway | Genes involved |
|---|---|
| 5HT2 type receptor-mediated signaling pathway (P04374) | Gna11, Slca4, Plcd3, Cacna1c, Htr2b |
| Angiogenesis (P00005) | Pla2g4b, Fos, Pld2, Apc, Angpt2, Sphk2, Cryab |
| Blood coagulation (P00011) | F2rl2 |
| Cytoskeletal regulation by Rho GTPase (P00016) | Myh6 |
| FAS signaling pathway (P00020) | Parp2 |
| Gonadotropin-releasing hormone receptor pathway (P06664) | Gna11, Ptger1, Fos, Cacna1c, Itpr2 |
| Heterotrimeric G-protein signaling pathway (P00026, P00027) | Kcnj9 |
| Huntington disease (P00029) | Rhog, Fos, Htt, Grin3b, Dync1h1, Optn, Arf6 |
| Inflammation mediated by chemokine and cytokine signaling pathway (P00031) | Myh6, Pla2g4b, Gna11, Rhog, Myh7b, Camk2g, Adcy5, Ifngr1, Itpr2 |
| Integrin signaling pathway (P00034) | Parva, Arhgap26, Lama5, Actn3, Col10a1, Arf6, Parva, Lama3, Col5a3 |
| Muscarinic acetylcholine receptor 2 and 4 signaling pathway (P00043) | Kcnj9 |
| Oxidative stress response (P00046) | Pla2g4b |
| Nicotinic acetylcholine receptor signaling pathway (P00044) | Myh6, Myo7b, Myo19, Myo18b, Myh7b, Chrnb1, Cacna1c |
| TCA cycle (P00051) | Aco2 |
| VEGF signaling pathway (P00056) | Pla2g4b |
| Wnt signaling pathway (P00057) | Arr3, Myh6, Gna11, Wnt4, Myh7b, Apc, Pppr2r5b, Myh6b, Cdh15, Itpr2, Arr3, Smarcd3 |
The number of genes within the previously annotated functional pathways with significant enrichment (FDR ≤0.5). Includes genes differentially expressed between CCI DF-NE and CCI CXB-NE animals. Displays genes with an FDR ≤0.05 or genes with an FDR ≤0.5 and exhibits more than 4 genes per pathway.
Comparing CXB-NE (inhibiting COX-2) to DF-NE DRG reveals differentially expressed RNAs involved in underlying neuroinflammatory pain mechanisms categorized using molecular functions.
| Ion channels | Signal transduction | Synaptic transmission | Cell adhesion and migration | Neurotrophins/Growth factors | Inflammatory signaling/Inflammation | Eicosanoid metabolism | Transcription factors | Other | |
|---|---|---|---|---|---|---|---|---|---|
| Pain response | ↑Nav1.6↑Nav1.9↑Cacna1c↑Cacna1d↑Kcnj9↑Trpv1↑Trpv3↑Ncald | ↑P2rx4↑Arrb2↑Mycbp2 | ↑Grin3b | None | ↓Ntrk1 | ↑Ifngr1↑IL-16↑Tnfaip8l2 | ↑Ptger1↑Pla2g4b↓Ptgds | None | None |
| Nerve regeneration | ↑Gpr22↑Arhgap26↑Plce1↑Arhgef11↑Itpkc↑Nkiras1↑Mycbp2 | ↑LRRTM1↑LRRTM2↑LRRTM3↓Cotl1 | ↑Dst↑Flrt3↑Lrp2bp↑Parva | ↓Ntrk1↑Gdf11↓Ltbp4↑Psapl1 | ↑Map1a↑Fkbp3 | ↑Pla2g4b↓Cotl1 | ↓c-Fos | None | |
| Immune response | ↑Trpv1↑Trpv3 | ↑P2rx4↑Nkiras1↑Arrb2↑Gpr17 | ↑Epb41l3 | ↑Elmo3↓Card14↑Tcaim | None | ↑Ipo7↑Pram1↑Fancc ↑Irgq↑F2rl2↑Sh2b3↑Scube3↓Sbno2↑Ilf3↑Ifit1↑IL-12rb2↑IL-12↑IL-16↑C8a↑Ahsa2↑AC127605↓Ctsa | ↑Pla2g4b↑Ptger1↓Ptgds | None | ↓Nbeal2 |
| Cytokine production | ↑Itpr2 | ↑Sema4c | None | None | None | ↑Angpt1↑IL-12↑IL-12rb2↑IL-16↑Ilf3↑F2rl2↑Hmox2 | ↓Ptgds | None | None |
| Unknown role in CCI | ↓ Best1 | ↑Atxn10↑Htt↑Timp4 | None | ↑Acan↑Agr2↓Ltbp4 | ↑Vasn↑Psapl1 | None | None | None | ↑Optn↓ Fxn↑Apob |
Note: Increased and decreased expression is noted with arrow symbols ↑ and ↓. CCI: chronic constriction injury.
Cell-specific expression of differentially expressed genes* after administration of CXB-NE.
| Ion channels | Signal transduction | Synaptic transmission | Cell adhesion and migration | Neurotrophins/Growth factors | Inflammatory signaling/Inflammation | Eicosanoid metabolism | Transcription factors | |
|---|---|---|---|---|---|---|---|---|
|
| ↑Nav1.6↑Nav1.9↑Scn3b↑Cacna1c↑Cacna1d↑Kcnj9↑Kcnmb1↑Kcnt1↑Kcne3↑Kcnab1↑Trpv1↑Trpv3↑Ncald↑Clcn7 | ↑P2rx4↑Arrb2↑Mycbp2↑Camk2g | ↑Grin3b↑Stx18↑Syt5↑LRRTM1↑LRRTM2↑LRRTM3 | ↑Flrt3↑Dst | ↓Ntrk1 | ↑Map1a | ↑Pla2g4b | None |
| Glial cells | None | ↑Arr3 | None | ↑Omg↑Syne2 | None | None | None | None |
| Macrophages | ↑Trpv1↑Scl22a2↑Sclc2a8↑Scl26a↑Scl51a↑Scl7a4↑Scl6a4↑Slc10a↑Slc9a8 | ↑Wnt4 | ↑Myo7b↑Myo9b↑My019↑Thbs3↑Adgrg6↑Adgrg5↑Sphk2↑Muc6↑Muc15↑Elmo3 | ↑Ifngr1↑Fancc ↑Fanca↑C8a↑Card14↑Ilf3↑Ifit1↑IL-12rb2↑IL-12↑IL-16 | ↑Pla2g4b↑Ptger1↓Ptgds | ↓c-fos↑Jmjd1c↓Jmjcd8↑Ncor1↑Ncoa2↑Nr2c2 | ||
| Circulating monocytes | None | None | None | ↑Itgb1bp1↑Thbs3 | None | ↑IL-12rb2↑IL-16↑Sh2b3 | None | None |
| Neutrophils | None | ↑Abr | None | ↑Myo7b↑Myo19↑Myh6Myh10↓Myl12b↑Myh7b ↑Itgb1bp1↑Thsb3 | None | ↑Pram1↑Ipo7↑F2rl2 | None | None |
| Mast cells | None | ↑Pld2 | None | ↑Snx17↑Sphk2↑Thbs3 | None | ↑Unc13d↑Pram1 | ↑Pla2g4b | None |
| T cells | None | None | None | ↑Muc6↑Muc15↑Tcaim | None | ↑Il12rb2↑IL-12↑IL-16 | None | ↓c-Fos |
| Endothelial cells | ↑Itpr2 | ↑Gna11↑Adcy5↑Pld2↑Angpt2↑Sphk2 | None | None | None | ↓Cryab | ↑Pla2g4b | None |
Note: Increased and decreased expression is noted with arrow symbols ↑ and ↓.
*Genes with a statistically significant raw P value or FDR value ≤0.05 are included.
Figure 1.Pain relief behavioral testing of the animals used in this study and timeline of events following treatment. Celecoxib-loaded nanoemulsion (CXB-NE) reduces pain-like behavior in CCI animals within one day of administration compared to those receiving drug-free nanoemulsion as a vehicle (DF-NE). By day 12, injured rats given CXB-NE return to baseline behavior, whereas rats treated with CCI DF-NE continue to exhibit hypersensitivity (displayed as ****). Data are expressed as a mean ± SD. Significance was determined by two-way ANOVA and post hoc Tukey’s multiple comparison test (P <0.0001). Animals underwent mechanical allodynia on the ipsilateral hindpaw two days prior to surgery (days –2 and –1), a rest day on day 0 (day of CCI surgery) and day 1, and continued von Frey testing until euthanasia (day 12). Tail vein injection of nanoemulsion occurred as pain-like behavior plateaus on day 8. All animals were euthanized on day 12.
Mean number of raw and mapped reads, transcripts and genes detected, and standard deviation.
| Condition | NaïveControl | CCIDF-NE | CCI CXB-NE |
|---|---|---|---|
| Raw sequences | 18.8 × 106 ± 1.2 × 106 | 20.2 × 106 ± 2.9 × 106 | 26.1 × 106 ± 1.1 × 106 |
| Mapped sequences | 12.7 × 106 ± 8.4 × 105 | 13.4 × 106 ± 2.2 × 106 | 18.8 × 106 ± 8.1 × 105 |
| Transcripts detected | 21,152 ± 114 | 21,218 ± 524 | 22,541 ± 167 |
| Genes detected | 14,717 ± 90 | 14,753 ± 375 | 15,642 ± 118 |
Note: Mapped pairs are the total number of pairs for which both ends map; Transcripts/Genes Detected is the number of transcripts/genes with at least five reads. CCI: chronic constriction injury; CXB-NE: celecoxib-loaded nanoemulsion; DF-NE: drug-free nanoemulsion; M: Millions.
Figure 2.Distribution of gene elements. The mapped percentage of expressed exonic, intronic, and intergenic elements in naïve, CCI DF-NE, and CCI CXB-NE conditions. There is a higher percentage of intronic reads in CCI CXB-NE compared to naïve and CCI DF-NE and a lower percentage of intergenic reads. CCI: chronic constriction injury; DF-NE: drug-free nanoemulsion; CXB-NE: celecoxib-loaded nanoemulsion.
Numbers of RNAs differentially expressed utilizing multiple statistical values.
| Naïve vs. CCI DF-NE | Naïve vs. CCI CXB-NE | CCI DF-NE vs. CCI CXB-NE | |
|---|---|---|---|
| Raw P value data | |||
| Differentially expressed (P ≤ 0.05) | 183 | 584 | 675 |
| Upregulated genes | 110 | 514 | 487 |
| Downregulated genes | 73 | 70 | 188 |
| FDR data | |||
| Differentially expressed (FDR ≤ 0.05) | 0 | 78 | 115 |
| Upregulated genes | 0 | 72 | 98 |
| Downregulated genes | 0 | 6 | 17 |
| FDR data | |||
| Differentially expressed (FDR ≤ 0.10) | 0 | 107 | 164 |
| Upregulated genes | 0 | 97 | 141 |
| Downregulated genes | 0 | 10 | 23 |
| FDR data | |||
| Differentially expressed (FDR ≤ 0.50) | 16 | 316 | 550 |
| Upregulated genes | 9 | 287 | 487 |
| Downregulated genes | 7 | 29 | 63 |
| Raw P value data | |||
| Differentially expressed (P ≤ 0.001) | 16 | 97 | 136 |
| Upregulated genes | 9 | 88 | 116 |
| Downregulated genes | 7 | 9 | 20 |
Note: Up-regulated and down-regulated values represent the latter condition compared (CCI DF-NE genes up- and down-regulated when compared to naïve, CCI CXB-NE genes up- and down-regulated when compared to naïve; and RNAs of CCI CXB-NE up- and down-regulated when compared to CCI DF-NE). CCI: chronic constriction injury; CXB-NE: celecoxib-loaded nanoemulsion; DF-NE: drug-free nanoemulsion; FDR: false discovery rate.
Figure 3.Heatmap showing log2 count per million (CPM) of the 57 genes shared across all 3 conditions with an adjusted P value (FDR) ≤0.05.
Top 25 up-regulated protein-coding genes differentially expressed between CCI DF-NE and CCI CXB-NE rats with an FDR <0.05.
| Gene description | Gene ID | Fold change | FDR | ENSEMBL Gene ID | Molecular function |
|---|---|---|---|---|---|
| Prosaposin-like 1 | Psalp1 | 42.204 | 0.00073 | ENSRNOG00000006845 | Neurotrophin/Growth Factor |
| Anterior gradient 2 | Agr2 | 33.680 | 0.03118 | ENSRNOG00000005023 | Adhesion |
| Anti-silencing function 1A histone chaperone | Asf1a | 33.637 | 0.00734 | ENSRNOG00000000415 | Histone chaperone |
| Leucine-rich repeat transmembrane neuronal 3 | Lrrtm3 | 32.088 | 2.55E-24 | ENSRNOG00000026466 | Synaptic transmission |
| Nudix hydrolase 16 like 1 | Nudt16l1 | 29.052 | 0.04646 | ENSRNOG00000003224 | Signal transduction |
| Membrane associated ring-CH-type finger 10 | March10 | 27.061 | 0.04993 | ENSRNOG00000007084 | Ubiquitination |
| Myosin VIIb | Myo7b | 23.855 | 3.40E-05 | ENSRNOG00000015035 | Adhesion |
| Myosin heavy chain 6 | Myh6 | 22.701 | 4.00E-31 | ENSRNOG00000025757 | Adhesion |
| Transmembrane BAX inhibitor motif containing 1 | Tmbim1 | 21.271 | 0.00016 | ENSRNOG00000014797 | Innate immune system |
| Leucine-rich repeat transmembrane neuronal 1 | LRRTM1 | 21.265 | 0.00011 | ENSRNOG00000006093 | Synaptic transmission |
| Arrestin 3 | Arr3 | 17.859 | 0.00384 | ENSRNOG00000002904 | Signal transduction |
| Tissue inhibitor of metalloproteinase 4 | Timp4 | 16.811 | 8.52E-05 | ENSRNOG00000007955 | Signal transduction |
| Codanin 1 | Cdan1 | 16.177 | 0.00083 | ENSRNOG00000047427 | Cytoskeletal |
| Centrosomal protein 295 | Cep295 | 14.559 | 3.40E-07 | ENSRNOG00000010999 | Centriole biosynthesis |
| Similar to Vomeromodulin | LOC690507 | 13.594 | 0.02271 | ENSRNOG00000015637 | Signal peptide for olfaction |
| Fanconi anemia, complementation group | Fancc | 12.978 | 0.00461 | ENSRNOG00000016889 | Complement |
| AABR07000595.1 | AABR07000595.1 | 12.822 | 0.00014 | ENSRNOG00000030796 | Unknown |
| MYC binding protein 2, E3 ubiquitin protein ligase | Mycbp2 | 12.429 | 0.0155 | ENSRNOG00000010479 | Axon guidance and Signal transduction |
| Solute carrier family 10 member 1 | Slc10a1 | 12.363 | 0.0043 | ENSRNOG00000005794 | Ion channel |
| Leucine zipper protein 1 | Luzp1 | 12.355 | 0.04913 | ENSRNOG00000022402 | Transcription factor |
| Transient receptor potential cation channel, subfamily V, member 3 | Trpv3 | 12.111 | 3.32E-07 | ENSRNOG00000019606 | Ion channel |
| Sulfotransferase family 1A member 1 | Sult1a1 | 11.715 | 0.03341 | ENSRNOG00000019342 | Neurotransmission |
| Mucin 6 | Muc6 | 11.632 | 0.0074 | ENSRNOG00000056817 | Adhesion |
| Potassium voltage-gated channel subfamily J member 9 | Kcnj9 | 11.274 | 0.0008 | ENSRNOG00000007645 | Ion channel |
| Single-minded family bHLH transcription factor 2 | Sim2 | 11.092 | 0.0001 | ENSRNOG00000054203 | Transcription factor |
FDR: false discovery rate.
Top downregulated protein-coding genes differentially expressed between CCI DF-NE and CCI CXB-NE rats with an adjusted P value (FDR) ≤ 0.05.
| Gene description | Gene ID | Fold change | FDR | ENSEBML gene ID | Molecular function |
|---|---|---|---|---|---|
| Histone H4 variant H4-v.11 | Hist1h2ao | 0.0308 | 0.04061 | ENSRNOG00000058444 | Nucleosome formation |
| U2 small nuclear RNA auxiliary factor 1 | U2af1 | 0.0742 | 0.0218 | ENSRNOG00000045860 | Splicing factor |
| Poly (ADP-ribose) polymerase 2 | Parp2 | 0.3284 | 2.58E-19 | ENSRNOG00000008892 | ADP-ribosylation |
| RNA polymerase II subunit B | Polr2b | 0.3573 | 1.55E-05 | ENSRNOG00000024779 | RNA Polymerase |
| Bestrophin 1 | Best1 | 0.5881 | 5.09E-05 | ENSRNOG00000020346 | Ion channel |
| Coiled-coil domain containing 152 | Ccdc152 | 0.5883 | 0.01017 | ENSRNOG00000039473 | Unknown |
| ER membrane protein complex subunit 9 | Emc9 | 0.6310 | 0.01652 | ENSRNOG00000019162 | Unknown |
| Strawberry notch homolog 2 | Sbno2 | 0.7007 | 0.00027 | ENSRNOG00000013987 | Transcription factor |
| TLC domain containing 1 | Tlcd1 | 0.7033 | 1.40E-08 | ENSRNOG00000012579 | Membrane assembly |
FDR: false discovery rate.
Differentially expressed annotated lncRNAs between CCI DF-NE and CCI CXB-NE rats with an adjusted P value (FDR) ≤ 0.05.
| Gene name | Fold change | FDR | ENSEBML gene ID |
|---|---|---|---|
| AABR07033570.1 | 50.95 | .0001 | ENSRNOG00000056730 |
| AABR07033249.1 | 27.06 | 0.049 | ENSRNOG00000055160 |
| AABR07062800.1 | 15.77 | 0.0046 | ENSRNOG00000054861 |
| Rn60_1_2212.2 | 4.97 | 4.15E-12 | ENSRNOG00000062127 |
FDR: false discovery rate.
Figure 4.Individual qPCR analysis of distinct genes showing differentially expressed in the pain (CCI DF-NE) compared to the pain-relieved (CCI CXB-NE) state. CCI animals given CXB-NE exhibit increased expression of seven known neuroinflammatory genes consistent with the RNAseq analysis.