scholarly journals RNA-Seq Bayesian Network Exploration of Immune System in Bovine

2019 ◽  
Vol 17 (3) ◽  
pp. 9-17 ◽  
Author(s):  
Elham Behdani ◽  
Mostafa Ghaderi-Zefrehei ◽  
Farjad Rafeie ◽  
Mohammad Reza Bakhtiyarizadeh ◽  
Hedayatallah Roshanfekr ◽  
...  
2019 ◽  
Vol 26 (11) ◽  
pp. 1485-1492
Author(s):  
Xiaochun Yi ◽  
Jie Zhang ◽  
Huixiang Liu ◽  
Tianxia Yi ◽  
Yuhua Ou ◽  
...  

The adverse clinical result and poor treatment outcome in recurrent spontaneous abortion (RSA) make it necessary to understand the pathogenic mechanism. The mating combination CBA/J × DBA/2 has been widely used as an abortion-prone model compared to DBA/2-mated CBA/J mice. Here, we used RNA-seq to get a comprehensive catalogue of genes differentially expressed between survival placenta in abortion-prone model and control. Five hundred twenty-four differentially expressed genes were obtained followed by clustering analysis, Gene Ontology analysis, and pathway analysis. We paid more attention to immune-related genes namely “immune response” and “immune system process” including 33 downregulated genes and 28 upregulated genes. Twenty-one genes contribute to suppressing immune system and 7 are against it. Six genes were validated by reverse transcription-polymerase chain reaction, namely Ccr1l1, Tlr4, Tgf-β1, Tyro3, Gzmb, and Il-1β. Furthermore, Tlr4, Tgf-β1, and Il-1β were analyzed by Western blot. Such immune profile gives us a better understanding of the complicated immune processing in RSA and immunosuppression can rescue pregnancy loss.


2019 ◽  
Vol 12 (1) ◽  
Author(s):  
Arun Sudhagar ◽  
Reinhard Ertl ◽  
Gokhlesh Kumar ◽  
Mansour El-Matbouli

Abstract Background Tetracapsuloides bryosalmonae is a myxozoan parasite which causes economically important and emerging proliferative kidney disease (PKD) in salmonids. Brown trout, Salmo trutta is a native fish species of Europe, which acts as asymptomatic carriers for T. bryosalmonae. There is only limited information on the molecular mechanism involved in the kidney of brown trout during T. bryosalmonae development. We employed RNA sequencing (RNA-seq) to investigate the global transcriptome changes in the posterior kidney of brown trout during T. bryosalmonae development. Methods Brown trout were exposed to the spores of T. bryosalmonae and posterior kidneys were collected from both exposed and unexposed control fish. cDNA libraries were prepared from the posterior kidney and sequenced. Bioinformatics analysis was performed using standard pipeline of quality control, reference mapping, differential expression analysis, gene ontology, and pathway analysis. Quantitative real time PCR was performed to validate the transcriptional regulation of differentially expressed genes, and their correlation with RNA-seq data was statistically analyzed. Results Transcriptome analysis identified 1169 differentially expressed genes in the posterior kidney of brown trout, out of which 864 genes (74%) were upregulated and 305 genes (26%) were downregulated. The upregulated genes were associated with the regulation of immune system process, vesicle-mediated transport, leucocyte activation, and transport, whereas the downregulated genes were associated with endopeptidase regulatory activity, phosphatidylcholine biosynthetic process, connective tissue development, and collagen catabolic process. Conclusion To our knowledge, this is the first RNA-seq based transcriptome study performed in the posterior kidney of brown trout during active T. bryosalmonae development. Most of the upregulated genes were associated with the immune system process, whereas the downregulated genes were associated with other metabolic functions. The findings of this study provide insights on the immune responses mounted by the brown trout on the developing parasite, and the host molecular machineries modulated by the parasite for its successful multiplication and release.


2019 ◽  
Author(s):  
Wenfa Ng

Snippets of virus that infect humans have been shown to be incorporated into the human genome. Could such virus snippets provide a form of adaptive immunity similar to that offered by CRISPR to bacterial cells? To answer the question, RNA-seq could be used to provide a broad view of the RNA transcribed from DNA in the genome. Using known genome sequence of viruses that infect humans as template, reads obtained from RNA-seq would be profiled for virus snippets integrated into human genome and subsequently transcribed as part of an adaptive immune system. Subsequently, viruses corresponding to the virus snippets in human genome would be used to infect human cell lines to obtain direct evidence of how virus snippets mediate an adaptive immune response at the cellular level. Specifically, successful defence of the cell by virus snippets triggering an adaptive immune response would manifest as viable cells compared to lysed cells unable to mount an immune response. Following demonstration of cell viability under viral challenge, in vitro biochemical assays using cell lysate would interrogate the specific proteins and enzymes that mediate possible cutting of the foreign DNA or RNA. To this end, beads immobilized with virus snippets would serve as bait for binding to complementary viral DNA or RNA as well as potential endogenous endonuclease protein. Following precipitation and recovery of beads, possible endonuclease that bind to both viral DNA or RNA and virus snippets immobilized on beads would be isolated through gel electrophoresis and subsequently purified. Purified endonuclease would be assayed for activity against a variety of nucleic acids (both DNA and RNA) from various sources with and without added virus snippets. This provides important information on substrate range and specificity of the potential endonuclease. Amino acid sequencing of the purified endonuclease would help downstream bioinformatic search for candidate protein in the human genome. Finally, cryo-electron microscopy could help determine the structure of the endonuclease in complex with viral nucleic acids and virus snippets. Such structural information would provide more insights into mechanistic details describing the binding and cleavage of viral DNA or RNA in a CRISPR-like adaptive immune response in human cells. Overall, tantalizing clues have emerged that a CRISPR-like adaptive immune response may exist in human cells for defending against viral attack. Combination of cell biological, biochemical and structural tools could lend insights into the potential endonuclease that mediate double strand break of foreign DNA or RNA using virus snippets transcribed from the human genome as guide RNA. If demonstrated to be true for a variety of human viruses across different cell lines, the newly discovered viral defence mechanism in human cells hold important implications for understanding the adoption and evolution of CRISPR in eukaryotic cells.


2019 ◽  
Author(s):  
Eladio J. Márquez ◽  
Cheng-han Chung ◽  
Radu Marches ◽  
Robert J. Rossi ◽  
Djamel Nehar-Belaid ◽  
...  

AbstractDifferences in immune function and responses contribute to health- and life-span disparities between sexes. However, the role of sex in immune system aging is not well understood. Here, we characterize peripheral blood mononuclear cells from 172 healthy adults 22-93 years of age using ATAC-seq, RNA-seq, and flow-cytometry. These data reveal a shared epigenomic signature of aging including declining naïve T cell and increasing monocyte/cytotoxic cell functions. These changes were greater in magnitude in men and accompanied by a male-specific genomic decline in B-cell specific loci. Age-related epigenomic changes first spike around late-thirties with similar timing and magnitude between sexes, whereas the second spike is earlier and stronger in men. Unexpectedly, genomic differences between sexes increase after age 65, with men having higher innate and pro-inflammatory activity and lower adaptive activity. Impact of age and sex on immune cell genomes can be visualized at https://immune-aging.jax.org to provide insights into future studies.


2018 ◽  
Vol 109 (2) ◽  
pp. 266-277 ◽  
Author(s):  
S.F. Cui ◽  
L. Wang ◽  
L. Ma ◽  
Y.L. Wang ◽  
J.P. Qiu ◽  
...  

AbstractStored product insects show high adaption to hypoxia and hypercapnia, but the underlying mechanism is still unclear. Herein, a comparative transcriptome on 4th adzuki bean weevil (Callosobruchus chinensis) instar larvae was studied to clarify the response mechanisms to hypoxia (HA) and hypoxia/hypercapnia (HHA) using NextSeq500 RNA-Seq. Transcript profiling showed a significant difference in HA or HHA exposure both quantitatively and qualitatively. Compared with control, 631 and 253 genes were significantly changed in HHA and HA, respectively. Comparing HHA with HA, 1135 differentially expressed genes (DEGs) were identified. The addition of hypercapnia made a complex alteration on the hypoxia response of bean weevil transcriptome, carbohydrate, energy, lipid and amino acid metabolism were the most highly enriched pathways for genes significantly changed. In addition, some biological processes that were not significantly enriched but important were also discussed, such as immune system and signal transduction. Most of the DEGs related to metabolism both in HHA and HA were up-regulated, while the DEGs related to the immune system, stress response or signal transduction were significantly down-regulated or suppressed. This research reveals a comparatively full-scale result in adzuki bean weevil hypoxia and hypoxia/hypercapnia tolerance mechanism at transcription level, which might provide new insights into the genomic research of this species.


2019 ◽  
Vol 40 (Supplement_1) ◽  
Author(s):  
W Poller ◽  
A Haghikia ◽  
M Gast ◽  
S Nakagawa ◽  
B Rauch ◽  
...  

Abstract Background Inflammation is a key driver of atherosclerosis and myocardial infarction (MI), and beyond proteins and microRNAs, long noncoding RNAs (lncRNAs) are implicated in inflammation control. To obtain further information on the role of lncRNAs in the context of atherosclerosis, we analyzed transcriptome maps of circulating immune cells (PBMCs) of post-MI patients in whom the lncRNA NEAT1 was suppressed. Here, we report immune disturbances in murine NEAT1 knockout models with wildtype or ApoE−/− genetic background. Methods and results RNA-sequencing (RNA-seq) of PBMCs from post-MI patients revealed profound transcriptome disturbances compared to healthy controls. Among these, NEAT1 suppression was notable since it affected the most highly expressed lncRNA as part of a molecular circuit also encompassing chemokines and interleukins. We used NEAT1−/− mice to evaluate whether NEAT1 depletion per se may cause immune dysfunction. NEAT1−/− splenocytes displayed enhanced baseline ROS production, and RNA-seq identified anomalous expression and regulation of chemokines/ receptors, innate immunity genes, TNF and caspases. FACS revealed displayed anomalous Treg and TH cell differentiation in NEAT1−/− spleens vs. wildtype (WT). Beyond grossly altered transcriptome, NEAT1−/− bone marrow derived macrophages (BMDMs) responded to LPS with increased (p<0.001) ROS production, enhanced baseline phagocytic activity (p<0.001), and attenuated proliferation (p=0.001). FACS revealed deregulated monocyte-macrophage differentiation in NEAT1−/− bone marrow and blood. Further, NEAT1−/− mice displayed aortic wall CD68+ cell infiltration and there was evidence of myocardial inflammation which could lead to severe and potentially life-threatening structural damage in some of these animals. This observation suggests that even stochastic activation of the highly unstable NEAT1−/− immune system may trigger uncontrolled pathogenic cascades, explaining the survival disadvantage of NEAT1−/− mice. In addition to these studies on homozygous NEAT1−/− deficiency in WT background, we obtained data on mice with partial i.e. heterozygous NEAT1−/+ deficiency on ApoE−/− background. Analysis of this new NEAT1−/+ ApoE−/− strain indicates that even partial NEAT1 deficiency leads to systemic inflammation with high IFN-gamma levels, when the animals are exposed to immune stress e.g. high LDL cholesterol. Conclusions Regarding the monocyte-enriched NEAT1 suppressed in post-MI PBMCs, the data from NEAT1−/− and NEAT1−/+ ApoE−/− mice document NEAT1 as a key immune system coordinator whose deficiency affects monocyte-macrophage and T cell differentiation and functions and renders the immune system unstable and highly vulnerable to immune stress. Since in patients NEAT1 is part of a molecular circuit persistently deregulated post-MI, too, it appears reasonable to further search for new therapeutic targets within this circuit, taking advantage of the described genetic animal models.


Genes ◽  
2021 ◽  
Vol 12 (2) ◽  
pp. 233
Author(s):  
Daling Wang ◽  
Ying Li ◽  
Reyilamu Aierken ◽  
Qi Kang ◽  
Xianyan Wang ◽  
...  

Cetaceans are a group of secondary aquatic mammals whose ancestors returned to the ocean from land, and during evolution, their immune systems adapted to the aquatic environment. Their skin, as the primary barrier to environmental pathogens, supposedly evolved to adapt to a new living environment. However, the immune system in the skin of cetaceans and the associated molecular mechanisms are still largely unknown. To better understand the immune system, we extracted RNA from the sperm whale’s (Physeter macrocephalus) skin and performed PacBio full-length sequencing and RNA-seq sequencing. We obtained a total of 96,350 full-length transcripts with an average length of 1705 bp and detected 5150 genes that were associated with 21 immune-related pathways by gene annotation enrichment analysis. Moreover, we found 89 encoding genes corresponding to 33 proteins were annotated in the NOD-like receptor (NLR)-signaling pathway, including NOD1, NOD2, RIP2, and NF-κB genes, which were discussed in detail and predicted to play essential roles in the immune system of the sperm whale. Furthermore, NOD1 was highly conservative during evolution by the sequence comparison and phylogenetic tree. These results provide new information about the immune system in the skin of cetaceans, as well as the evolution of immune-related genes.


eLife ◽  
2021 ◽  
Vol 10 ◽  
Author(s):  
Keiichiro Koiwai ◽  
Takashi Koyama ◽  
Soichiro Tsuda ◽  
Atsushi Toyoda ◽  
Kiyoshi Kikuchi ◽  
...  

Crustacean aquaculture is expected to be a major source of fishery commodities in the near future. Hemocytes are key players of the immune system in shrimps; however, their classification, maturation, and differentiation are still under debate. To date, only discrete and inconsistent information on the classification of shrimp hemocytes has been reported, showing that the morphological characteristics are not sufficient to resolve their actual roles. Our present study using single-cell RNA sequencing, revealed six types of hemocytes of Marsupenaeus japonicus based on their transcriptional profiles. We identified markers of each subpopulation and predicted the differentiation pathways involved in their maturation. We also predicted cell growth factors that might play crucial roles in hemocyte differentiation. Different immune roles among these subpopulations were suggested from the analysis of differentially expressed immune-related genes. These results provide a unified classification of shrimp hemocytes, which improves the understanding of its immune system.


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