| Literature DB >> 29958461 |
Esaú Floriano-Sánchez1, Fernando Brindis2, Daniel Ortega-Cuellar3, Ivan Ignacio-Mejía4, Elizabeth Moreno-Arriola5, Pablo Romero-Morelos6, Edgar Ceballos-Vasquez7, María Guadalupe Córdova-Espinoza8,9, Cindy Karel Arregoitia-Sarabia10,11, Roberto Sandoval-Pacheco12, Liliana Carmona-Aparicio13, Noemí Cárdenas-Rodríguez14.
Abstract
Epilepsy is a neuronal disease that affects up to 70 million people worldwide. The development of effective therapies to combat childhood epilepsy requires early biomarkers. Here, we performed a whole-genome microarray analysis in blood cells to identify genes differentially expressed between epileptic and epileptic valproic acid (VPA)-treated children versus normal children to obtain information about the gene expression to help us to understand genetic aspects of this disease. We found that the most significant differentially expressed genes were related to the transcriptional factor cAMP-response element binding protein (CREB) that is overexpressed in children with epilepsy compared with normal children, and 6 and 12 months of VPA treatment reversed several of these changes. Interestingly, leukocyte-associated immunoglobulin-like receptor 1 (LAIR1), a type I transmembrane glycoprotein that binds collagen proteins and contains CREB binding sites, was one of the more up-regulated genes in epileptic patients, and treatment with VPA strongly reversed its up-regulation. CREB up-regulates genes related to epilepsy; here, we suggest that LAIR1 could activate CREB, and together, they trigger epilepsy. After VPA treatment, LAIR1 repressed genes by disrupting the functional LAIR1⁻CREB complex, resulting in successful treatment. A functional microarray analysis offers new information that could open novel avenues of research in biomarker discovery, which may be useful for the early identification of children with a predisposition to epilepsy.Entities:
Keywords: epilepsy; microarrays; transcriptome analysis; valproic acid
Year: 2018 PMID: 29958461 PMCID: PMC6070821 DOI: 10.3390/genes9070328
Source DB: PubMed Journal: Genes (Basel) ISSN: 2073-4425 Impact factor: 4.096
Clinicopathological characterization of the patients included in the microarray study. VPA: Valproic Acid.
| Patient | Age at the Beginning of Treatment (Months) | Family History of Epilepsy | Perinatal History | Other Diseases | Type of Convulsion | Etiology of Epilepsy | Findings in the Image Studies | Mean Daily Convulsions before Treatment | Mean Daily Convulsions after Treatment | VPA Dose (mg/kg of Body Weight) |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 12 | None | Prematurity | None | Generalized | Idiopathic | Left cortical atrophy | 4 | 0 | 30 |
| 2 | 144 | Mother diagnosed with epilepsy | Threatened abortion | None | Generalized | Idiopathic | None | 1 | 0 | 48 |
| 3 | 84 | Aunt diagnosed with epilepsy | None | None | Generalized | Idiopathic | Abnormal paroxysm | 6 | 0 | 25 |
| 4 | 132 | No | None | Asthma | Generalized | Idiopathic | Irritative cortical activity | 1 | 0 | 10 |
| 5 | 48 | Brother diagnosed with epilepsy | None | None | Generalized | Idiopathic | Ventricular asymmetry | 18 | 0 | 20 |
| 6 | 12 | None | Prematurity | Bronchopulmonary dysplasia | Generalized | Symptomatic | Epileptiform activity in the left parietal region | 1 | 1 | 20 |
| 7 | 10 | None | None | None | Generalized | Idiopathic | Ventricular asymmetry with increase in left occipital volume | 5 | 0 | 25 |
| 8 | 24 | None | None | None | Generalized | Symptomatic | None | 3 | 1 | 38.9 |
Figure 1Gene expression changes triggered by epileptic disease. Microarray heat map shown genes that were differentially expressed and unchanged during epileptic episodes without treatment. A color code scale was used to show gene expression differences in logarithmic fold change units between the groups (red represents lower expression; green represents higher expression).
Functional annotation clustering of genes differentially expressed in epileptic children.
| Pathway |
| Fold Enrichment | Benjamini False Discovery Rate | |
|---|---|---|---|---|
| Translation | 28 | 6.12 × 10−10 | 4.2236 | 2.18 × 10−7 |
| Poly(A) RNA binding | 51 | 3.12 × 10−4 | 1.6834 | 0.0866 |
| Coiled-coil | 104 | 0.0016 | 1.3327 | 0.1019 |
| Cytokine-mediated signaling pathway | 11 | 0.0023 | 3.2046 | 0.2925 |
| Alternative splicing | 304 | 0.0032 | 1.1171 | 0.1449 |
| Receptor binding | 20 | 0.0032 | 2.1113 | 0.3725 |
| Cytokine-cytokine receptor interaction | 14 | 0.0075 | 2.2984 | 0.1655 |
| Immune response | 19 | 0.0288 | 1.7223 | 0.9340 |
| DNA-binding | 67 | 0.0317 | 1.2715 | 0.6044 |
| Jak-STAT signaling pathway | 9 | 0.0372 | 2.3437 | 0.4948 |
| Regulation of immune response | 10 | 0.0446 | 2.1440 | 0.9505 |
| Protein binding | 254 | 0.0494 | 1.0774 | 0.8959 |
| Phosphoprotein | 230 | 0.0640 | 1.0852 | 0.7827 |
| Positive regulation of smooth muscle cell proliferation | 5 | 0.0716 | 3.1803 | 0.9818 |
| Non-syndromic deafness | 6 | 0.0730 | 2.6831 | 0.806 |
| Metal-binding | 107 | 0.0844 | 1.1437 | 0.799 |
| Zinc ion binding | 40 | 0.0919 | 1.2751 | 0.9389 |
| Adaptive immune response | 8 | 0.0938 | 2.0629 | 0.9861 |
Most representative deregulated cAMP-response element-genes (CRE-genes) in pediatric patients with epilepsy in comparison with healthy children.
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| RCHY1 | Ring finger and CHY zinc finger domain containing 1 | 193.7847 |
| CCL13 | C-C motif chemokine ligand 13 | 133.6095 |
| LAIR1 | Leukocyte associated immunoglobulin-like receptor 1 | 80.0391 |
| RPSAP58 | Ribosomal protein SA pseudogene 58 | 62.9540 |
| IL6R | Interleukin 6 receptor | 60.4950 |
| CCDC14 | Coiled-coil domain containing 14 | 49.6876 |
| C21orf131 | Long intergenic non-protein coding RNA 320 | 42.6516 |
| AFAP1L2 | Actin filament associated protein 1-like 2 | 36.8321 |
| TRIM24 | Tripartite motif containing 24 | 14.5041 |
| CSMD1 | CUB and Sushi multiple domains 1 | 13.5815 |
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| CCR2 | C-C motif chemokine receptor 2 | −190.5848 |
| ZSWIM7 | Zinc finger SWIM-type containing 7 | −167.3231 |
| MYO6 | Myosin VI | −148.6852 |
| SNAPC2 | Small nuclear RNA activating complex polypeptide 2 | −118.0506 |
| BMS1 | Ribosome biogenesis factor | −108.2960 |
| TBX22 | T-box 22 | −78.6303 |
| MKLN1-AS | MKLN1 antisense RNA | −69.2440 |
| EFTUD2 | Elongation factor Tu GTP binding domain containing 2 | −64.2970 |
| IDH3B | Isocitrate dehydrogenase 3 (NAD(+)) beta | −61.9831 |
| DSP | Desmoplakin | −54.6393 |
Figure 2Levels of normalized mRNA of the up-regulated genes RCHY1, CCL13, LAIR1 and TRIM24 in pediatric patients with epilepsy. The gene levels were normalized to the level of the housekeeping gene B2M and are expressed per 20 ng of total RNA. The values represent the means with standard deviations (SD) of the expression levels of each gene. We found significant differences between all genes. * p < 0.05 vs. the gene expression of CCL13, LAIR1, and TRIM24; ** p < 0.05 vs. the gene expression of LAIR1 and TRIM24; and *** p < 0.05 vs. the gene expression of TRIM24.
Figure 3Levels of normalized mRNA of the down-regulated genes CCR2, MYO6, BMS1 and DSP in pediatric patients with epilepsy. The gene levels were normalized to the level of the housekeeping gene B2M and are expressed per 20 ng of total RNA. The values represent the means with standard deviations (SD) of the expression levels of each gene. We found significant differences between all genes. * p < 0.05 vs. the gene expression of MYO6, BMS1, and DSP; ** p < 0.05 vs. the gene expression of BMS1 and DSP; and *** p < 0.05 vs. the gene expression of DSP.
Figure 4The image shows the profile of changes provoked by the administration of VPA (6 and 12 months) to pediatric patients with established epilepsy on the genes that depend on the transcriptional factor cAMP-response element binding protein (CREB).
Figure 5Normalized mRNA levels of the genes TRIM24, LAIR1, CCR2 and DSP in the drug-free stage and after 6 and 12 months of VPA treatment in pediatric patients with epilepsy. The gene levels were normalized to the level of the housekeeping gene B2M and are expressed per 20 ng of total RNA. The values represent the means with standard deviations (SD) of the expression levels of each gene. * p < 0.05 vs. the level of gene expression after 6 and 12 months of VPA treatment, and ** p < 0.05 vs. the levels of gene expression after 12 months of VPA treatment.
Figure 6Image depicting a possible model of action for VPA in generalized epilepsy on gene expression through the LAIR1-CREB axis.