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Published byDestiney Mitchum Modified over 10 years ago
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Relations in GO for 2009
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Intro We have many relations ready to GO live in the scratch directory – within GO ontologies – across GO ontologies – between GO and external ontologies – Both cross product (N+S conditions) and regular links Requires a fundamental change in how we and our users think about GO and annotations – Tools that make use of these will better serve users
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Relations in GO In the beginning there was is_a and part_of – Benefits: simplicity We could effectively ignore relations Most tools and users effectively do this – Speculation: recent introduction of regulates had no effect on majority of users – Drawbacks: lack of expressivity We need more relations – Regulation – Spatial relations – has_part for Process-Function – annotations
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Example of a relation rule in GO Rule: – A is_a B, B is_a C A is_a C Example: We can generalize this by having a rule for transitive relations – transitive r, A r B, B r C A r C We can also write this as a composition rule: – is_a. is_a is_a – Open question: does this notation help or hinder??
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Transitivity We currently have two transitive relations in GO: – is_a. is_a is_a – part_of. part_of part_of Example: – mitotic prophase part_of mitosis – In GO, part_of is an all-some relation regulates is not defined to be transitive in GO (but the majority of tools still treat it as if it were!) Example:
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Composition with is_a Any relation that follows the all-some pattern composes with is_a to itself Example: – (all) nucleus part_of (some) cell Composition: – is_a. R R – R. is_a R Example: – (all) mitotic prophase part_of (some) mitosis – mitosis is_a cell cycle phase – (all) mitotic prophase part_of (some) cell cycle phase
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is_apart_of is_a part_of Read row first, the column (so far the table is symmetric) Composition Table
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is_apart_of is_a part_of Composition Table mitotic prophase part_of mitosis is_a cell cycle phase (all) mitotic prophase part_of (some) cell cycle phase
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is_apart_of is_a part_of Chained compositions A part_f B is_a C is_a D part_of E A part_of B is_a D part_of E A part_of D part_of E A part_of E order of reduction does not matter
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regulates transitive_over part_of regulates. part_of regulates inferred link inferred link
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regulates transitive_over part_of regulates. part_of regulates inferred link inferred link (all) RoSPoMCC regulates (some) MCC
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regulates transitive_over part_of regulates. part_of regulates inferred link inferred link (all) RoSPoMCC regulates (some) MCC
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is_apart_ofregulates is_a part_ofregulates part_of - regulates - Composition Table: Regulates
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is_apart_ofregulates is_a part_ofregulates part_of - regulates - Composition Table: Regulates regulates. part_of regulates
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is_apart_ofregulates is_a part_ofregulates part_of N/A regulates - Composition Table: Regulates part_of. regulates N/A
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is_apart_ofregulates is_a part_ofregulates part_of - regulates indirectly regulates We have the option of defining additional relations These may be entirely implicit (i.e. we would never assert indirectly regulates in GO) regulates. regulates indirectly regulates
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is_apart_ofregulatesindirectly regulates is_a part_ofregulatesindirectly regulates part_of -- regulates indirectly regulates Regulates is not transitive Indirectly regulates is transitive
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is_apart_ofregulatesindirectly regulates is_aIPR~R part_ofPP-- regulatesRR~R indirectly regulates ~R USE SYMBOLS? OR IS THIS GETTING TOO ABSTRACT?
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Sub-relations regulates – negatively_regulates – positively_regulates
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is_apart_ofregulates+ regulates - regulates is_aIPR+R-R part_ofPP regulatesRR + regulates +R - regulates -R
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is_apart_ofregulates+ regulates - regulates indirectly regulates is_aIPR+R-R~R part_ofPP---- regulatesRR~R + regulates +R ~+R~-R~R - regulates -R ~-R~+R~R indirectly regulates ~R
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Sub-relations + indirect R R R+ R- ~R ~R+ ~R- normal regulates relations asserted in GO indirect regulates relations never asserted, only implied
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Regulation relation lattice RDRD RDRD RD+RD+ RD+RD+ RD-RD- RD-RD- ~R ~R+ ~R- renamed to DIRECTLY regulates?indirect regulates relations never asserted, only implied ~R G ~R G + ~R G - super-relation of indirect and direct regulation (call this one “regulates”?)
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has_part NOT the inverse of part_of at the ontology level Example: – nucleus part_of cell: YES every nucleus is part_of some cell – by definition; e.g. extruded nuclei are ex-nuclei – cell has_part nucleus: NO not every cell has_part nucleus – mammalian erythrocytes, bacteria Example: –
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Annotations and relations not just an ontology issue – this is of relevance to annotations too… The current simple methodology of propagating annotations up the graph only works for a small subset of relations – To understand how annotations and new relations interact we must think in terms of gene product relations
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Gene product relations What is the relation between a gene product and – A molecular function? – A biological process? – A cellular component? Why care? What’s wrong with “annotated_to”? – We need to define these relations: to do justice to the biology to be able to deal with new relations within the GO itself
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Why we should care How should annotation queries, analysis tools (slimmers, enrichment tools) etc treat the (pseudo-)new regulates relation? How should we recommend the process- function links be vizualized? How should these links be treated in queries?
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Proposed relations for gene products For MF and BP: – has_potential – has_function_during For CC: – localized_to – This is more specific than has_location A gene product may travel through different locations – Formally: GP localized_to CC : GP executes some function in CC Names TBD MFs are ontologically like BPs (bfo processes)….
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How to read a GAF gene product may not be explicitly in GAF – that’s OK – gene as proxy The relation does NOT apply to the gene however genes are only localized_to chromosomes, and only participate in gene expression. It’s the products that do the work is implicit, depending on F, C or P Examples:
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Annotation relation composition is_a – always propagate over is_a localized_to. is_a localized_to has_function_in. is_a has_function_in part_of localized_to. part_of localized_to has_function_in. part_of has_function_in This is effectively what we do with gene product annotations now post-hoc logical justification for why it’s OK to propagate
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Annotation relation composition: regulates regulates – localized_to. regulates NEVER POSSIBLE localized_to never has a process as target regulates always has process as subject – has_function_in. regulates regulator_of This introduces an addition implicit relation that can be used to sum gene product results – Fake AmiGO screenshot here
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Annotation relation composition: inter- ontology links We have 183 CC->MF/BP links in scratch regulates – localized_to. has_function_in ??may_contribute_to?? Example: RPS25A localized_to ribosome ribosome has_function_in protein biosynthesis – RPS25A ??has_function_in?? protein biosynthesis No need for curator to make explicit IC claims Q: we never want “may” in relation names? Can we make a stronger claim? How does a curator know when to make an IC claim here? Potential confusion with contributes_to qualifier
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Annotation relations and has_part Need some graphical illustrations See – http://wiki.geneontology.org/index.php/Has_part http://wiki.geneontology.org/index.php/Has_part – for now
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Qualifiers Annotation qualifiers (contributes_to) have the effect of modifying the relation – NOT is not a qualifier – it is a logical operator We can add new relations to the qualifier column – geneProductA acted_on_during protein secretion by the type II secretion system
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Secondary taxon IDs
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Cell component relations We have 674 xp defs within CC in scratch – adjacent_to – surrounds/surrounded_by – spans – overlaps Use case: reactome Can we say anything about gene products here? – we can perform spatial gene product queries
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Spatial reasoning – spans. adjacent_to overlaps (??TBD!!) – SUN-KASH complex spans nuclear inner membrance – nuclear inner membrane adjacent_to nuclear lumen – – SUN-KASH complex overlaps nuclear lumen
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Links from BP to external ontologies Process-continuant links – A has_function_in cysteine biosynthesis A ??has_participant?? cysteine this is true but can we make stronger claims – A has_function_in heart development A has_participant heart c.f. heart process, TAZ gene How can we use this? – Browse GO annotations via other ontologies – Enrichment using anatomy terms… – AmiGO screenshots
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what next?
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Won’t this confuse users? We will provide a pre-made inferred relation table for all of GO – we could do this for gps too but it would be over a billion entries.. We can always distribute a dumbGO – just is_a and part_of, not even regulates Need more guidance on how this can be used
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Discussion
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What’s next? Move relations into GO editors file – post OE2 – CC-self spatial relations – BP->MF has_part regulates – BP->BP has_part (??) – External onts Dual releases? dumbGO and fullGO? Fix GOC tools (AmiGO, slimmer, enrichment, graphviz, refG) to deal appropriately – OE2 should already be fine Educate non-GOC folks
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