Dataset Information

Analysis of long non-coding RNA and mRNA expression in bovine macrophages brings up novel aspects of Mycobacterium avium subspecies paratuberculosis infections.

ABSTRACT: Paratuberculosis is a major disease in cattle that severely affects animal welfare and causes huge economic losses worldwide. Development of alternative diagnostic methods is of urgent need to control the disease. Recent studies suggest that long non-coding RNAs (lncRNAs) play a crucial role in regulating immune function and may confer valuable information about the disease. However, their role has not yet been investigated in cattle with respect to infection towards Paratuberculosis. Therefore, we investigated the alteration in genomic expression profiles of mRNA and lncRNA in bovine macrophages in response to Paratuberculosis infection using RNA-Seq. We identified 397 potentially novel lncRNA candidates in macrophages of which 38 were differentially regulated by the infection. A total of 820 coding genes were also significantly altered by the infection. Co-expression analysis of lncRNAs and their neighbouring coding genes suggest regulatory functions of lncRNAs in pathways related to immune response. For example, this included protein coding genes such as TNIP3, TNFAIP3 and NF-κB2 that play a role in NF-κB2 signalling, a pathway associated with immune response. This study advances our understanding of lncRNA roles during Paratuberculosis infection.

SUBMITTER: Gupta P

PROVIDER: S-EPMC6367368 | biostudies-literature | 2019 Feb

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Analysis of long non-coding RNA and mRNA expression in bovine macrophages brings up novel aspects of Mycobacterium avium subspecies paratuberculosis infections.

Gupta Pooja P Peter Sarah S Jung Markus M Lewin Astrid A Hemmrich-Stanisak Georg G Franke Andre A von Kleist Max M Schütte Christof C Einspanier Ralf R Sharbati Soroush S Bruegge Jennifer Zur JZ

Scientific reports 20190207 1

Paratuberculosis is a major disease in cattle that severely affects animal welfare and causes huge economic losses worldwide. Development of alternative diagnostic methods is of urgent need to control the disease. Recent studies suggest that long non-coding RNAs (lncRNAs) play a crucial role in regulating immune function and may confer valuable information about the disease. However, their role has not yet been investigated in cattle with respect to infection towards Paratuberculosis. Therefore, ...[more]

PMID: 30733564

Similar Datasets

Project description:BackgroundParatuberculosis (Johne's disease, JD) is a chronic and enteric disease in a range of ruminants, often caused by Mycobacterium avium subspecies paratuberculosis (MAP) infection, leading to substantial economic losses worldwide. Yet, the molecular underpinning of paratuberculosis remains elusive. Here we performed RNA sequencing (RNA-seq) and small RNA sequencing (sRNA-seq) of the jejunum tissues from the Holstein cows with three distinct statuses of paratuberculosis, i.e., healthy, subclinical, and clinical to screen potential genes, lncRNAs, and miRNAs associated with the resistance or susceptibility to MAP infection and build ceRNA regulatory networks via miRNAs.ResultsWe applied whole transcriptome sequencing analysis to examine the jejunum tissue in nine Holstein cows. Starting with 19,994 expressed genes, 13,529 lncRNAs, and 735 miRNAs, we screened out differentially expressed genes (DEGs), lncRNAs, and miRNAs of three comparison groups, i.e., clinical vs. healthy, subclinical vs. healthy, and clinical vs. subclinical, subsequently identifying ceRNA pairs. Ultimately, we detected 76, 74, and 24 DEGs, 19, 39, and 10 lncRNAs, as well as 28, 61, and 20 miRNAs across the three comparison groups, respectively. Through integrating these DEGs with functional annotation, previously reported QTLs, and GWAS results, we proposed eight genes (LYZ, LYZ1, BOLA-DQB, BOLA-DQA1, TAP, CATD, VNN1, and PPARG), six lncRNAs, 48 miRNAs, and 107 ceRNA pairs implying their potential associations with susceptibility to MAP infection.ConclusionThe present study provided a global view of the dynamics in transcriptomes of the bovine jejunum tissues in terms of JD status. Our results demonstrated that not only mRNAs but also lncRNAs and miRNAs played important roles in regulating MAP infection in dairy cattle. This study provided a valuable resource for understanding the molecular basis of JD, potentially contributing to the genetic improvement of JD resistance in dairy cattle.

Project description:Members of the Toll-like receptor (TLR) gene family occupy key roles in the mammalian innate immune system by functioning as sentries for the detection of invading pathogens, thereafter provoking host innate immune responses. We utilized a custom next-generation sequencing approach and allele-specific genotyping assays to detect and validate 280 biallelic variants across all 10 bovine TLR genes, including 71 nonsynonymous single nucleotide polymorphisms (SNPs) and one putative nonsense SNP. Bayesian haplotype reconstructions and median joining networks revealed haplotype sharing between Bos taurus taurus and Bos taurus indicus breeds at every locus, and specialized beef and dairy breeds could not be differentiated despite an average polymorphism density of 1 marker/158 bp. Collectively, 160 tagSNPs and two tag insertion-deletion mutations (indels) were sufficient to predict 100% of the variation at 280 variable sites for both Bos subspecies and their hybrids, whereas 118 tagSNPs and 1 tagIndel predictively captured 100% of the variation at 235 variable sites for B. t. taurus. Polyphen and SIFT analyses of amino acid (AA) replacements encoded by bovine TLR SNPs indicated that up to 32% of the AA substitutions were expected to impact protein function. Classical and newly developed tests of diversity provide strong support for balancing selection operating on TLR3 and TLR8, and purifying selection acting on TLR10. An investigation of the persistence and continuity of linkage disequilibrium (r2≥0.50) between adjacent variable sites also supported the presence of selection acting on TLR3 and TLR8. A case-control study employing validated variants from bovine TLR genes recognizing bacterial ligands revealed six SNPs potentially eliciting small effects on susceptibility to Mycobacterium avium spp paratuberculosis infection in dairy cattle. The results of this study will broadly impact domestic cattle research by providing the necessary foundation to explore several avenues of bovine translational genomics, and the potential for marker-assisted vaccination.

Dataset Information

Analysis of long non-coding RNA and mRNA expression in bovine macrophages brings up novel aspects of Mycobacterium avium subspecies paratuberculosis infections.

Publications

Analysis of long non-coding RNA and mRNA expression in bovine macrophages brings up novel aspects of Mycobacterium avium subspecies paratuberculosis infections.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets