scholarly journals Formalization of gene regulation knowledge using ontologies and gene ontology causal activity models

Author(s):  
Belén Juanes Cortés ◽  
José Antonio Vera-Ramos ◽  
Ruth C. Lovering ◽  
Pascale Gaudet ◽  
Astrid Laegreid ◽  
...  
2020 ◽  
Author(s):  
Shaoyi Ji ◽  
Ze Yang ◽  
Leonardi Gozali ◽  
Thomas Kenney ◽  
Arif Kocabas ◽  
...  

AbstractMature mRNA molecules are typically considered to be comprised of a 5’UTR, a 3’UTR and a coding region (CDS), all attached until degradation. Unexpectedly, however, there have been multiple recent reports of widespread differential expression of mRNA 3’UTRs and their cognate coding regions, resulting in the expression of isolated 3’UTRs (i3’UTRs); these i3’UTRs can be highly expressed, often in reciprocal patterns to their cognate CDS. Similar to the role of other lncRNAs, isolated 3’UTRs are likely to play an important role in gene regulation but little is known about the contexts in which they are deployed. To begin to parse the functions of i3’UTRs, here we carry out in vitro, in vivo and in silico analyses of differential 3’UTR/CDS mRNA ratio usage across tissues, development and cell state changes both for a select list of developmentally important genes as well as through unbiased transcriptome-wide analyses. Across two developmental paradigms we find a distinct switch from high i3’UTR expression of stem cell related genes in proliferating cells compared to newly differentiated cells. Our unbiased transcriptome analysis across multiple gene sets shows that regardless of tissue, genes with high 3’UTR to CDS ratios belong predominantly to gene ontology categories related to cell-type specific functions while in contrast, the gene ontology categories of genes with low 3’UTR to CDS ratios are similar and relate to common cellular functions. In addition to these specific findings our data provide critical information from which detailed hypotheses for individual i3’UTRs can be tested-with a common theme that i3’UTRs appear poised to regulate cell-specific gene expression and state.Significance StatementThe widespread existence and expression of mRNA 3’ untranslated sequences in the absence of their cognate coding regions (called isolated 3’UTRs or i3’UTRs) opens up considerable avenues for gene regulation not previously envisioned. Each isolated 3’UTR may still bind and interact with micro RNAs, RNA binding proteins as well as other nucleic acid sequences, all in the absence or low levels of cognate protein production. Here we document the expression, localization and regulation of i3’UTRs both within particular biological systems as well as across the transcriptome. As this is an entirely new area of experimental investigation these early studies are seminal to this burgeoning field.


2015 ◽  
Vol 14 ◽  
pp. CIN.S32716 ◽  
Author(s):  
Lila E. Mullany ◽  
Roger K. Wolff ◽  
Martha L. Slattery

MiRNAs are small, nonprotein-coding RNA molecules involved in gene regulation. While bioinformatics help guide miRNA research, it is less clear how they perform when studying biological pathways. We used 13 criteria to evaluate effectiveness and usability of existing bioinformatics tools. We evaluated the performance of six bioinformatics tools with a cluster of 12 differentially expressed miRNAs in colorectal tumors and three additional sets of 12 miRNAs that are not part of a known cluster. MiRPath performed the best of all the tools in linking miRNAs, with 92% of all miRNAs linked as well as the highest based on our established criteria followed by Ingenuity (58% linked). Other tools, including Empirical Gene Ontology, miRó, miRMaid, and PhenomiR, were limited by their lack of available tutorials, lack of flexibility and interpretability, and/or difficulty using the tool. In summary, we observed a lack of standardization across bioinformatic tools and a general lack of specificity in terms of pathways identified between groups of miRNAs. Hopefully, this evaluation will help guide the development of new tools.


2019 ◽  
Vol 51 (10) ◽  
pp. 1429-1433 ◽  
Author(s):  
Paul D. Thomas ◽  
David P. Hill ◽  
Huaiyu Mi ◽  
David Osumi-Sutherland ◽  
Kimberly Van Auken ◽  
...  

2012 ◽  
Vol 60 (S 01) ◽  
Author(s):  
H Brinks ◽  
S Longnus ◽  
T Carrel ◽  
J Rabinowitz ◽  
WJ Koch ◽  
...  

2012 ◽  
Vol 224 (03) ◽  
Author(s):  
C Nassimbeni ◽  
G Fuka ◽  
M Morak ◽  
R Grausenburger ◽  
ER Panzer-Grümayer
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