David Ochoa Profile picture
Apr 28 6 tweets 5 min read
Big leap for the @OpenTargets platform. Gene burden from 450k+ @uk_biobank exomes from @AstraZeneca and @Regeneron, ClinVar structural variants, NLP classification of clinical trials stop reasons and drug label indications,etc. Systematically filling the gaps one-by-one 🧵
On our mission to identify potential causal targets from genetics 🧬, the strongly-powered @uk_biobank burden tests provide us an opportunity to close the gap between rare disease variation, and common variation from GWAS studies - as post-processed by the Genetics Portal
The 2 complementary analyses expand our view on the mechanistic effect of LoF variants, quantitative traits and genetics in more diverse populations. Big thanks to the authors for data sharing and @GWASCatalog for archiving and harmonising the information
On a different front, we include for the first time variation from structural variants deposited in #ClinVar. Associating targets linked to this events is not free from challenges. Kudos to @evarchive
We have also made a push to update our clinical data. @lesya_rzvvsk and @TRozday had both used #NLP to improve the classification of clinical trial stop reasons and drug label indications, respectively. More detail soon to come on these really cool machine-learning projects.
Overall, this release continues our efforts on integrating systematic data on our platform public version. Something only possible by the strong support and guidance of our 6 @OpenTargets partners: @bmsnews @emblebi @GSK @sangerinstitute @sanofi @pfizer

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More from @d0choa

Aug 12, 2021
Systematically overlaying likely pathogenic variants over @DeepMind #AlphaFold predicted structures provides a unique opportunity to dive into the mechanisms of disease.

Here, NOD2 inflammatory disease-causing variants on the experimentally unresolved structure. 1/5
Data-wise, the @OpenTargets Platform and Genetics Portal provide a comprehensive aggregation of disease-causing variants post-processed from other great resources like @GWASCatalog or @NCBI_Clinical ClinVar (via @evarchive) among others
platform.opentargets.org/evidence/ENSG0…
2/5
Now we also make human #AlphaFold structures available as a result of the collaboration between @embl and @DeepMind. All thanks to the great protein annotation tools provided by @uniprot

See NOD2 platform profile page
platform.opentargets.org/target/ENSG000…
3/5
Read 5 tweets

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