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microRNA GO annotation
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Why annotate miRNAs? Direct curation of the roles of miRNAs is expected to improve miRNA functional analysis that has so far relied on indirect analysis of the gene targets’ functions “We show that the most commonly used functional enrichment test is inappropriate for the analysis of sets of genes targeted by miRNAs.” Bleazard et al. 2015
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miRNAs can affect gene regulation in many ways
Scope of annotation guidelines miRNAs can affect gene regulation in many ways The focus of our guidelines is on gene silencing by miRNA via the 3’UTR of mRNAs, including; annotation of the protein components of the canonical mammalian miRNA processing pathway annotation of proteins that affect the levels of miRNAs annotation of the miRNA’s role in gene silencing annotation of the miRNA targets contextual annotation of miRNA regulation
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Guideline examples annotation of the protein components of the canonical mammalian miRNA processing pathway annotation of proteins that affect the levels of miRNAs annotation of the miRNA’s role in gene silencing annotation of the miRNA targets contextual annotation of miRNA regulation
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Annotation of proteins involved in miR processing
Animals All human proteins involved in miR processing have been annotated with these roles GO terms to apply Over 250 annotations
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miR processing proteins
Plants miPEPs – newly discovered peptide regulators of miRNA transcription encoded by miRNA genes
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Guideline examples annotation of the protein components of the canonical mammalian miRNA processing pathway annotation of proteins that affect the levels of miRNAs annotation of the miRNA’s role in gene silencing annotation of the miRNA targets contextual annotation of miRNA regulation
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New biology = ontology developments
New GO terms added for miRNA processing deadenylation involved in gene silencing by miRNA GO: mRNA cleavage involved in gene silencing GO: endoribonuclease activity, cleaving miRNA-paired mRNA GO: pre-mRNA transporter activity GO: regulation of production of miRNAs involved in gene silencing by miRNA GO: During the process of annotating the proteins involved in miRNA processing, I identified some GO terms that were missing from the ontology. These have now been added and there are probably more additions and rearrangements that need to be done as we go along. - negative regulation of production of miRNAs involved in gene silencing by miRNA GO: - positive regulation of production of miRNAs involved in gene silencing by miRNA GO:
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miRNA role in gene silencing
Translational repression mRNA deadenylation mRNA cleavage miRNA can act via several different mechanisms. In our guidelines we are only covering the gene silencing aspect, i.e. translational repression, mRNA deadenylation, mRNA cleavage
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All silencing roles of miRNAs now come under gene silencing by miRNA
Ontology updates – May 2015 Gene silencing mRNA deadenylation mRNA cleavage Translation regulation GO: positive regulation of nuclear-transcribed mRNA poly(A) tail shortening All silencing roles of miRNAs now come under gene silencing by miRNA
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GO terms for miRNA roles
Translational repression GO: gene silencing by miRNA GO: negative regulation of translation involved in gene silencing by miRNA GO: mRNA binding involved in posttranscriptional gene silencing GO: mRNA cleavage involved in gene silencing by miRNA GO: deadenylation involved in gene silencing by miRNA mRNA deadenylation mRNA cleavage
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Increasing levels of miRNAs e.g. pri-miRNA, pre-miRNA, miRNA mimic
Evidence codes Increasing levels of miRNAs e.g. pri-miRNA, pre-miRNA, miRNA mimic Evidence code = Inferred from Direct Assay (IDA) 2. Decreasing levels of miRNAs e.g. antagomir, antisense-miRNA, blockmir, miRNA eraser or sponge, miRNA knockout Evidence code = Inferred from Mutant Phenotype (IMP) Different types of experiment specify which evidence code is used for an annotation
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Guideline examples annotation of the protein components of the canonical mammalian miRNA processing pathway annotation of proteins that affect the levels of miRNAs annotation of the miRNA’s role in gene silencing annotation of the miRNA targets contextual annotation of miRNA regulation
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miRNA targets Predicted Sequence alignment of miRNA with mRNA
Validated binding miRNA shown to act directly on a mRNA by e.g. reporter assay or Co-IP plus change in mRNA levels Definitions created for annotation guidelines. These designations are used to help a curator decide what GO terms and annotation extensions can be used Validated other no evidence of direct action, but levels of mRNA are affected in response to miRNA, e.g. Western, qPCR
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Guidelines for miRNA target annotation
Excerpt of the guidance table for miRNA target annotation Annotation extension is capturing the contextual information, i.e. target, cell type
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Guideline examples annotation of the protein components of the canonical mammalian miRNA processing pathway annotation of proteins that affect the levels of miRNAs annotation of the miRNA’s role in gene silencing annotation of the miRNA targets contextual annotation of miRNA regulation
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Important for pathway analysis
Capturing cell types Important for pathway analysis miR-195 and miR-29b regulate extracellular matrix expression in smooth muscle cells (SMCs). Elastin expression in SMCs following overexpression of miR-195 or miR-29b as assessed by qPCR. (PMID: )
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Important for functional analysis of miRNAs
Capturing physiological effects of silencing Important for functional analysis of miRNAs microRNA-133 (miR-133) modulates cAMP signaling in vitro. A, Effect of miR-133 on adenylyl cyclase (AC) activity in cardiomyocytes. Bars indicate SEM. (PMID: )
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Summary When annotating a miRNA we should minimally aim to capture the following: The miRNA’s main role in gene silencing and its target(s); gene silencing by miRNA negative regulation of gene expression mRNA binding involved in post-transcriptional gene silencing by miRNA target mRNA indicated in the annotation extension 2. The effect of silencing the target mRNA; e.g. if an adenylate cyclase transcript was silenced: negative regulation of adenylate cyclase activity negative regulation of cAMP biosynthetic process 3. The relevance of that process it regulates; e.g. negative regulation of adenylate cyclase activity involved in heart contraction
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Practical use of Guidelines
The BHF-UCL cardiovascular miRNA annotation project The aims of the microRNA GO annotation project are to: ✔ draw up guidelines for consistent literature-based annotation of miRNAs in consultation with the GO Consortium and miRNA experts functionally annotate miRNAs that are involved with cardiovascular development and related processes capture the targets of the cardiovascular-related miRNAs 77 174 121 372 annotations
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Thank You miRNA experts Lars Maegdefessel Manuel Mayr Anna Zampetaki
Anastasia Kalea Curators Dmitry Sitnikov Leonore Reiser Reactome curators
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From: MicroRNA gets down to business
George S Mack Nature Biotechnology 25, (2007)
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