Detalle de: Summary-data based Mendelian randomization identifies gene expression regulatory polymorphisms associated with bovine paratuberculosis by modulation of the nuclear factor Kappa β (NF-κß)-mediated inflammatory response
| Title | Summary-data based Mendelian randomization identifies gene expression regulatory polymorphisms associated with bovine paratuberculosis by modulation of the nuclear factor Kappa β (NF-κß)-mediated inflammatory response |
| Abstract |
Genome-wide association studies (GWAS) have identified host genetic variants associated with paratuberculosis (PTB) susceptibility. Most of the GWAS-identified SNPs are in non-coding regions. Connecting these non-coding variants and downstream affected genes is a challenge and, up to date, only a few functional mutations or expression quantitative loci (cis-eQTLs) associated with PTB susceptibility have been identified. In the current study, the associations between imputed whole-genome sequence genotypes and whole RNA-Sequencing data from peripheral blood (PB) and ileocecal valve (ICV) samples of Spanish Holstein cows ( N = 16) were analyzed with TensorQTL . This approach allowed the identification of 88 and 37 cis-eQTLs regulating the expression levels of 90 and 37 genes in PB and ICV samples, respectively (False discorey rate, FDR ≤ 0.05). Next, we applied summary-based data Mendelian randomization (SMR) to integrate the cis- eQTL dataset with GWAS data obtained from a cohort of 813 culled cattle that were classified according to the presence or absence of PTB-associated histopathological lesions in gut tissues. After multiple testing corrections (FDR ≤ 0.05), we identified two novel cis-eQTLs affecting the expression of the early growth response factor 4 ( EGR4 ) and the bovine neuroblastoma breakpoint family member 6-like protein isoform 2 ( MGC134040 ) that showed pleiotropic associations with the presence of multifocal and diffuse lesions in gut tissues; P = 0.002 and P = 0.017, respectively. While EGR4 acts as a brake on T-cell proliferation and cytokine production through interaction with the nuclear factor Kappa β ( NF-κß), MGC134040 is a target gene of NF-κß . Our findings provide a better understanding of the genetic factors influencing PTB outcomes, confirm that the multifocal lesions are localized/confined lesions that have different underlying host genetics than the diffuse lesions, and highlight regulatory SNPs and regulated-gene targets to design future functional studies. |
| Apa Reference | Badia-Bringué, G., Canive, M., Fernandez-Jimenez, N., Lavín, J.L., Casais, R., Blanco-Vázquez, C., Vázquez, P., Fernández, A., Bilbao, J.R., Garrido, J.M., Juste, R.A., González-Recio, O. & Alonso-Hearn, M. (2023). Summary-data based Mendelian randomization identifies gene expression regulatory polymorphisms associated with bovine paratuberculosis by modulation of the nuclear factor Kappa β (NF-κß)-mediated inflammatory response. BMC Genomics, 24(1). 10.1186/s12864-023-09710-w |
| Doi | 10.1186/s12864-023-09710-w |
| Publication Date | 11 Oct 2023 |
| Publication Type | Article |
| Researcher | Oscar Gonzalez-Recio |
| Ontology | Transcriptomics, RNA Sequencing (RNA-seq), Genomics, Genome Sequencing, Expression Profiling, Population genomics |
| Research Groups | |
| Tools |
