Measures of co-expression for improved function prediction of long non-coding RNAs

Background

Almost 16,000 human long non-coding RNA (lncRNA) genes have been identified in the GENCODE project. However, the function of most of them remains to be discovered. The function of lncRNAs and other novel genes can be predicted by identifying significantly enriched annotation terms in already annotated genes that are co-expressed with the lncRNAs. However, such approaches are sensitive to the methods that are used to estimate the level of co-expression.

Results

We have tested and compared two well-known statistical metrics (Pearson and Spearman) and two geometrical metrics (Sobolev and Fisher) for identification of the co-expressed genes, using experimental expression data across 19 normal human tissues. We have also used a benchmarking approach based on semantic similarity to evaluate how well these methods are able to predict annotation terms, using a well-annotated set of protein-coding genes.

Conclusion

This work shows that geometrical metrics, in particular in combination with the statistical metrics, will predict annotation terms more efficiently than traditional approaches. Tests on selected lncRNAs confirm that it is possible to predict the function of these genes given a reliable set of expression data. The software used for this investigation is freely available.

     

Purification of Antibacterial CHAP<Subscript>K</Subscript> Protein Using a Self-Cleaving Fusion Tag and Its Activity Against Methicillin-Resistant <Emphasis Type="Italic">Staphylococcus aureus</Emphasis>

Therapeutic LysK-CHAP is a potent anti-staphylococcal protein that could be utilized as an antibiotic substitute. Intein-mediated protein purification is a reasonable and cost-effective method that is most recently used for recombinant therapeutic protein production. Intein (INT) is the internal parts of the protein that can be separated from the immature protein during protein splicing process. This sequence requires no specific enzyme or cofactor for separation. INT sequence and their characteristic of self-cleavage by thiol induction, temperature, and pH changes are used for protein purification. The current study presents the expression of CHAP_K262 domain of LysK gene that is fused with INT/chitin-binding sequence while evaluating its purification procedure and antibacterial activity against methicillin-resistant Staphylococcus aureus (MRSA). The coding gene sequence of LysK-CHAP (CHAP_K262) in pET22-b was amplified with polymerase chain reaction (PCR); the digested product was then cloned into the pTXB1 vector. Electrophoresis confirmed the cloning accuracy of the gene. The pTXB1-CHAP_K262 plasmid was transformed to the Escherichia coli ER₂₅₆₆ (E. coli ER₂₅₆₆) expression strain and analyzed for expression of the recombinant protein by SDS-PAGE and Western blotting methods. Finally, CHAP_K262 was purified by chitin affinity column using INT tag technology and confirmed by SDS-PAGE. Lytic activity of the purified protein was investigated by disk diffusion method. Cloning of CHAP_K262 into the pTXB1 vector, which comprised INT/chitin-binding sequence, was successfully achieved. The SDS-PAGE data also revealed successful expression of the CHAP_K262-INT fusion protein and Western blotting method validated the accuracy of the protein. Moreover, purification of CHAP_K262 protein was induced by dithiothreitol (DTT) and confirmed by SDS-PAGE. Finally, inhibition zone in MRAS culture medium confirmed antibacterial activity of the protein. Application of intein-mediated antibacterial protein is an appropriate and streamlined method for one-step purification of CHAP_K262 as a therapeutic and antibacterial protein. Self-cleaving tags like intein are cost-effective and could be used as a proper purification method for industrial purposes.     

A widespread plant-fungal-bacterial symbiosis promotes plant biodiversity,plant nutrition and seedling recruitment

Highly diverse microbial assemblages colonize plant roots. It is still poorly understood whether different members of this root microbiome act synergistically by supplying different services (for example, different limiting nutrients) to plants and plant communities. In order to test this, we manipulated the presence of two widespread plant root symbionts, arbuscular mycorrhizal fungi and nitrogen-fixing rhizobia bacteria in model grassland communities established in axenic microcosms. Here, we demonstrate that both symbionts complement each other resulting in increased plant diversity, enhanced seedling recruitment and improved nutrient acquisition compared with a single symbiont situation. Legume seedlings obtained up to 15-fold higher productivity if they formed an association with both symbionts, opposed to productivity they reached with only one symbiont. Our results reveal the importance of functional diversity of symbionts and demonstrate that different members of the root microbiome can complement each other in acquiring different limiting nutrients and in driving important ecosystem functions.     

Compensatory Role of Insulin in the Extinction but Not Reinstatement of Morphine-Induced Conditioned Place Preference in the Streptozotocin-Induced Diabetic Rats

Neurochemical Research - Insulin receptors are distributed in the whole brain, including different parts of the reward circuit that modulate dopamine as the primary neurotransmitter implicated in...     

All-<Emphasis Type="Italic">trans</Emphasis> retinoic acid enhances in vitro mesenchymal stem cells migration by targeting matrix metalloproteinases 2 and 9

Objectives

To investigate the effect of all-trans retinoic acid (ATRA) on caspase 3 activity, matrix metalloproteinase 2 (MMP-2), and MMP-9 expression and activity as well as in vitro rat bone marrow-derived mesenchymal stem cells (MSCs) migration.

Results

The expression of the MMP-2/-9 was at least five times higher in ATRA-treated MSCs (P < 0.001), and MMP-2/-9 activity was enhanced with increasing doses compared to the control MSCs. The caspase three activity was attenuated by ATRA preconditioning. Scratch test showed that ATRA could promote the migration capacity of the MSCs compared to the untreated MSCs in a dose-dependent manner.

Conclusion

ATRA increases the in vitro migration capacity of the MSCs through stimulating the expression and activity of MMP-2/-9 and inhibiting caspase three enzyme activity.

     

Study of the tumor microenvironment during breast cancer progression

Background

Different cells and mediators in the tumor microenvironment play important roles in the progression of breast cancer. The aim of this study was to determine the composition of the microenvironment during tumor progression in order to discover new related biomarkers and potentials for targeted therapy.

Methods

In this study, breast cancer biopsies from four different stages, and control breast biopsies were collected. Then, the mRNA expression of several markers related to different CD4⁺ T cell subsets including regulatory T cells (Treg), T helper (Th) type 1, 2 and 17 were determined. In addition, we investigated the expression of two inflammatory cytokines (TNF-α and IL-6) and inflammatory mediators including FASL, IDO, SOCS1, VEGF, and CCR7.

Results

The results showed that the expression of Th1 and Th17 genes was decreased in tumor tissues compared to control tissues. In addition, we found that the gene expression related to these two cell subsets decreased during cancer progression. Moreover, the expression level of TNF-α increased with tumor progression.

Conclusion

We conclude that the expression of genes related to immune response and inflammation is different between tumor tissues and control tissues. In addition, this difference was perpetuated through the different stages of cancer.