Biology subjects

Yi, Z.

Publications and source records attributed to Yi, Z..

5 recordsLinked to original sources

bioRxiv2018

Multilayer network analysis of miRNA and protein expression profiles in breast cancer patients

MiRNAs and proteins play important roles in different stages of tumor development and serve as biomarkers for the early diagnosis of cancer. A new algorithm that combines machine learning algorithms and multilayer complex network analysis is hereby proposed to explore the potential diagnostic values of miRNAs and proteins. XGBoost and random forest algorithms were employed to exclude unrelated miRNAs and proteins, and the most significant candidates were retained for the further analysis. Given these candidates possible functional relationships to one other, a multilayer complex network was constructed to identify miRNAs and proteins that could serve as biomarkers for breast cancer. Proteins and miRNAs that are nodes in the network were subsequently categorized into two network layers considering their distinct functions. Maximal information coefficient (MIC) was applied to assess intralayer and interlayer connection. The betweenness centrality was used as the first measurement of the importance of the nodes within each single layer. To further characterize the interlayer interaction between miRNAs and proteins, the degree of the nodes was chosen as the second measurement to map their signalling pathways. By combining these two measurements into one score and comparing the difference of the same candidate between normal tissue and cancer tissue, this novel multilayer network analysis could be applied to successfully identify molecules associated with breast cancer.

bioinformatics↗

bioRxiv2018

GC content shapes mRNA decay and storage in human cells

Control of protein expression results from the fine tuning of mRNA synthesis, decay and translation. These processes, which are controlled by a large number of RNA-binding proteins and by localization in RNP granules such as P-bodies, appear often intimately linked although the rules of this interplay are not well understood. In this study, we combined our recent P-body transcriptome with various transcriptomes obtained following silencing of broadly acting mRNA decay and repression factors. This analysis revealed the central role of GC content in mRNA fate, in terms of P-body localization, mRNA translation and mRNA decay. It also rationalized why PBs mRNAs have a strikingly low protein yield. We report too the existence of distinct mRNA decay pathways with preference for AU-rich or GC-rich transcripts. Compared to this impact of the GC content, sequence-specific RBPs and miRNAs appeared to have only modest additional effects on their bulk targets. Altogether, these results lead to an integrated view of post-transcriptional control in human cells where most regulation at the level of translation is dedicated to AU-rich mRNAs, which have a limiting protein yield, whereas regulation at the level of 5 decay applies to GC-rich mRNAs, whose translation is optimal.

molecular biology↗

bioRxiv2018

The exon junction complex undergoes a compositional switch that alters mRNP structure and nonsense-mediated mRNA decay activity

The exon junction complex (EJC) deposited upstream of mRNA exon junctions shapes structure, composition and fate of spliced mRNA ribonucleoprotein particles (mRNPs). To achieve this, the EJC core nucleates assembly of a dynamic shell of peripheral proteins that function in diverse post-transcriptional processes. To illuminate consequences of EJC composition change, we purified EJCs from human cells via peripheral proteins RNPS1 and CASC3. We show that EJC originates as an SR-rich mega-dalton sized RNP that contains RNPS1 but lacks CASC3. After mRNP export to the cytoplasm and before translation, the EJC undergoes a remarkable compositional and structural remodeling into an SR-devoid monomeric complex that contains CASC3. Surprisingly, RNPS1 is important for nonsense-mediated mRNA decay (NMD) in general whereas CASC3 is needed for NMD of only select mRNAs. The promotion of switch to CASC3-EJC slows down NMD. Overall, the EJC compositional switch dramatically alters mRNP structure and specifies two distinct phases of EJC-dependent NMD.

molecular biology↗

bioRxiv2018

Hepatitis C virus NS5A inhibitor daclatasvir allosterically impairs NS4B-involved protein-protein interactions within the viral replicase and disrupts the replicase quaternary structure in a replicase assembly surrogate system

Daclatasvir (DCV) is a highly potent direct-acting antiviral that targets the non-structural protein 5A (NS5A) of hepatitis C virus (HCV) and has achieved great clinical successes. Previous studies demonstrate its impact on the viral replication complex assembly. However the precise mechanism by which DCV impairs the replication complex assembly remains elusive. In this study, by using HCV subgenomic replicons and a viral replicase assembly surrogate system that expresses the HCV NS3-5B polyprotein to mimic the viral replicase assembly, we dissected the impacts of DCV on aggregation and tertiary structure of NS5A, the protein-protein interactions within the viral replicase and the quaternary structure of the viral replicase. We found that DCV didnt affect aggregation and tertiary structure of NS5A. DCV induced a quaternary structural change of the viral replicase, evidenced by selectively increasing of the NS4Bs sensitivity to proteinase K digestion. Mechanically, DCV impaired the NS4B-involved protein-protein interactions within the viral replicase. The DCV-resistant mutant Y93H was refractory to the DCV-induced reduction of the NS4B-invoved protein interactions and the quaternary structural change of the viral replicase. In addition, Y93H reduced NS4B-involed protein-protein interactions within the viral replicase and attenuated viral replication. We propose that DCV may induce a position change of NS5A, which allosterically affects the protein interactions within the replicase components and disrupts the replicase assembly.\n\nImportanceThe development of the direct-acting antivirals (DAA) has resulted in great clinical achievements for Hepatitis C Virus (HCV) treatment. Daclatasvir (DCV) is an inhibitor targeting the non-enzymatic NS5A, with the 50% effective concentration values in the picomolar range. Accumulated data suggest that DCV blocks the biogenesis of the HCV replication complex. However the mechanistic actions of DCV are still largely unknown. Insights into the action mechanism of DCV on the viral replication complex assembly of HCV may enlighten the development of next generation of DAAs and new anti-viral strategies for other positive-strand RNA viruses for which there are a scarcity of DAAs. Herein, using HCV subgenomic replicons and a viral replicase assembly surrogate system, we dissected the mechanistic actions of DCV on the viral replicase assembly. We found that DCV allosterically impairs NS4B-involved protein-protein interactions within the viral replicase and disrupts the quaternary structure of the viral replicase.

microbiology↗

bioRxiv2017

Aging Of Antiviral CD8+ Memory T Cells Fosters Increased Survival, Metabolic Adaptations And Lymphoid Tissue Homing

Aging of established antiviral T cell memory fosters a series of progressive adaptations that paradoxically improve rather than compromise protective CD8+T cell immunity. We now provide evidence that this gradual evolution, the pace of which is contingent on the precise context of the primary response, also impinges on the molecular mechanisms that regulate CD8+ memory T cell (CD8+TM) homeostasis. Over time, CD8+TM become more resistant to apoptosis and acquire enhanced cytokine responsiveness without adjusting their homeostatic proliferation rates; concurrent metabolic adaptations promote increased CD8+TM quiescence and fitness but also impart the re-acquisition of a partial effector-like metabolic profile; and a gradual redistribution of aging CD8+TM from blood and nonlymphoid tissues to lymphatic organs results in CD8+TM accumulations in bone marrow, splenic white pulp and particularly lymph nodes. Altogether, these data demonstrate how temporal alterations of fundamental homeostatic determinants converge to render aged CD8+TM poised for greater recall responses.\n\nABBREVIATIONST cell subsets

immunology↗