ArticleBMC genomics2023
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.
Article in BMC genomics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed, 13 citations in OpenAlex.
- Multi-omics studies identified the molecular network of mitochondrial dysfunction in the pathogenesis of breast cancer.Genes & diseases · 2027Article
- Integrative population genomics and tissue-specific expression profiling in cattle using whole-genome sequence resources.BMC genomics · 2026Article
- Advances in paratuberculosis research and control: a comprehensive expert review.BMC veterinary research · 2026Review
- Causal variants in animal genomes: approaches to identification, phenotypic impact, and implications for selective breeding.BMC genomics · 2026Review
- Whole-transcriptome identification of deleterious variants in candidate genes linked to bovine paratuberculosis.Scientific reports · 2026Article
- Whole transcriptome analysis of peripheral blood identifies systemic innate immune responses and translation inhibition in subclinical Holstein cattle naturally infected withFrontiers in immunology · 2026Article
- Integrative multi-omics analyses identify key genes and elucidate bidirectional regulatory mechanisms in thyroid dysfunction.PloS one · 2026Article
- Genetic analysis and quantitative trait loci detection of udder traits in Jersey cattle.BMC genomics · 2025Article
- Investigating the potential of oxidative stress-related gene as predictive markers in idiopathic pulmonary fibrosis.Scientific reports · 2025Article
- Early Growth Response Factor 4 (EGR4) Expression in Gut Tissues and Regional Lymph Nodes of Cattle with Different Types of Paratuberculosis-Associated Lesions: Potential Role of EGR4 in Resilience to Paratuberculosis.Animals : an open access journal from MDPI · 2025Article
- The Role of the Major Histocompatibility Complex Region on Chromosome 6 in Skin Atrophy: A Mendelian Randomization Study.Journal of cosmetic dermatology · 2025Article
- Mendelian randomisation to uncover causal associations between conformation, metabolism, and production as potential exposure to reproduction in German Holstein dairy cattle.Genetics, selection, evolution : GSE · 2025Article
- Integrating transcriptomic and genomic studies for the identification of expression quantitative trait loci associated with bovine paratuberculosis.Frontiers in veterinary science · 2025Review
- RNA-sequencing studies suggest that microRNAs and alternative splicing of pre-mRNAs modulate immune and inflammatory responses in Holstein cattle infected withFrontiers in immunology · 2025Review
- eQTL and multi-omics integration reveal PPIH as a prognostic and immunotherapeutic biomarker.Frontiers in immunology · 2025Article
- Alternative splicing of pre-mRNA modulates the immune response in Holstein cattle naturally infected withFrontiers in immunology · 2024Article
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Authors and funding
13 authors at 5 institutions in 1 country.
Funding
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.
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