6d4b6f98a4144956ad7029bd7c1874ffd90fdf2f mspeir Wed Jul 8 09:23:00 2026 -0700 redoing slides as embedded html slide deck, refs #37292 diff --git docs/slideDecks/tutorial2-cancer/presentation/index.html docs/slideDecks/tutorial2-cancer/presentation/index.html new file mode 100644 index 00000000000..3aab039876d --- /dev/null +++ docs/slideDecks/tutorial2-cancer/presentation/index.html @@ -0,0 +1,335 @@ + + + + + +UCSC Genome Browser · Tutorial 2: Cancer Data + + + + + + + +
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UCSC Genome Browser · Tutorial 2

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Cancer Data

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The cancer & clinical databases, worked on BRAF V600E

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A hands-on tour of the oncology tracks · genome.ucsc.edu

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What we'll cover

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  • How to analyse variants using the cancer database tracks.
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  • The main tracks: CIViC, COSMIC, ClinVar, TCGA (somatic) and GenCC, OMIM, gnomAD (germline).
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  • A running example throughout: BRAF V600E, the well-known melanoma driver.
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  • Where each database fits when you ask “is this variant real, and does it matter?”
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Two kinds of question + We split the databases into somatic (acquired, in cancer) and germline (inherited) diagnosis.
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Where the cancer data lives

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The key datasets and what each is good for. Click a name for its track description page.

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Clinical & cancer databases

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  • ClinVar: archive of lab and expert-panel variant classifications. Is it already called pathogenic, benign, or VUS (and now its somatic oncogenicity)?
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  • COSMIC: catalogue of somatic mutations in cancer. Shows how recurrently a site is mutated across tumours, flagging likely drivers.
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  • CIViC: crowd-sourced, expert-curated clinical interpretations. Is the variant oncogenic and linked to a therapy?
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  • GenCC: curated gene-disease validity with evidence strength. Is the gene genuinely tied to a heritable disease?
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  • OMIM: genes and Mendelian phenotypes. The reference for known gene-disease relationships and disease alleles.
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Population frequency & evidence

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  • TCGA Pan-Cancer: somatic mutations across ~10,000 tumours of many types, drawn as a lollipop. Shows recurrence and hotspots by cancer type.
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  • gnomAD: population allele frequencies from large healthy cohorts. Common implies benign, and it filters germline variants out of somatic calls.
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  • UniProt: protein domains and key residues. Does the variant fall in a functional region (ACMG PM1)?
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  • REVEL: ensemble missense pathogenicity score (0 to 1). High values support a damaging computational call (PP3).
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  • Conservation (100-way): cross-species constraint. Conserved positions are more likely functionally important.
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Somatic diagnosis

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Somatic variants

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acquired mutations: SNVs, de novo changes, and cancer drivers

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CIViC: Clinical Interpretation of Variants in Cancer

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  • Collaborative and expert-reviewed: submissions are vetted by editors and the community.
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  • Links each variant to diseases, drugs and therapies.
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  • Every claim carries a cited publication as evidence.
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  • Best for: is this variant oncogenic and linked to a therapy?
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Try it, ▶ open the BRAF CIViC session + Hover a variant to preview its therapies and diseases.
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CIViC track with two variants pointing to their mouse-over tooltips +
Hover a variant in the CIViC track to see its associated therapies and diseases.
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CIViC: click a feature for the details

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CIViC variant details page with the link to CIViC boxed in red +
Click a variant to open its details page; the boxed link goes straight to the CIViC page for that item.
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CIViC: the page for BRAF V600E

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CIViC web page for BRAF V600E, annotated +
The CIViC page for BRAF V600E: click a variant for more, and read the diseases and therapies associated with each.
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CIViC: the evidence behind each call

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Clicking an Evidence ID opens its detailed evidence record +
Click an Evidence ID (EID) in the list to open its full evidence record.
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Each disease and therapy links to Evidence Items (EIDs); each EID cites the supporting publication and rates its strength: the “show me the evidence” layer behind actionability.

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COSMIC: Catalogue of Somatic Mutations in Cancer

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  • The reference catalogue of somatic mutations seen across tumours.
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  • Shows how recurrently a position is mutated, and in which cancer types.
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  • Best for: spotting recurrent hotspots and likely drivers.
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Try it, ▶ open COSMIC at the BRAF hotspot + The V600 hotspot stands out by recurrence.
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COSMIC track in the Genome Browser
COSMIC in the Browser: recurrent somatic mutations across cancer types.
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ClinVar: variant-disease classifications

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  • Public archive of submitted clinical classifications, pathogenic to benign, with review status.
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  • Increasingly carries somatic oncogenicity and clinical-impact calls.
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  • Click a variant for its interpretation and submitters.
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Try it, ▶ open the BRAF ClinVar interpretation track + Variants coloured by clinical significance.
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ClinVar track across a gene
The ClinVar track across a gene, coloured by clinical significance.
ClinVar at BRAF V600E
At BRAF V600E: pathogenic submissions (T>A).
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ClinVar database link

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Clicking a ClinVar interp item in the Browser opens its full ClinVar record +
Click a variant in the ClinVar interp track for its details page, then follow the link out to the variant's full record on ClinVar.
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TCGA Pan-Cancer

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TCGA lollipop track, with a click to a variant's mouse-over and details page +
Lollipop track of somatic mutations; click a lollipop for its mouse-over and the item details (here C>T, seen in 38 samples).
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  • Somatic variants across thousands of tumours and many cancer types; useful for variant frequency by cancer type.
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  • Drawn as a lollipop plot; mouse-over identifies the variant and its sample count.
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COSMIC vs TCGA + Both show recurrence. TCGA is one uniform cohort with comparable, by-cancer-type frequencies; COSMIC is the broader aggregate catalogue (bigger counts plus the driver Census), but heterogeneous.
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Germline diagnosis

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Germline variants

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inherited disease: gene-level validity and population frequency

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GenCC: the Gene Curation Coalition

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GenCC track in the Genome Browser +
The GenCC track: gene-disease links coloured by evidence strength.
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  • Aggregates gene-disease validity from many expert groups.
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  • Germline / Mendelian focus: genes to inherited diseases, not specific variants or somatic mutations.
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  • Colour = strength of the link (definitive, strong, moderate, limited); spans the whole gene, mouse-over for the curated detail.
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Try it, ▶ open the GenCC BRAF session + The gene-disease links for BRAF, coloured by evidence.
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GenCC: click through to the source

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Clicking a GenCC feature opens its details, with a link to the GenCC page +
Click a feature for its details, then follow the boxed link straight to the GenCC page for the gene.
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OMIM: Online Mendelian Inheritance in Man

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  • The classic catalogue of human genes and their phenotypes.
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  • Mostly inherited disease; well-known genes (e.g. BRAF) can list somatic phenotypes too.
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  • Covers whole-gene phenotype links and specific alleles.
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OMIM vs GenCC + OMIM gives per-gene depth (narrative biology and specific disease alleles); GenCC gives the standardized gene-disease validity tier and is fed partly by OMIM.
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OMIM information in the Genome Browser
OMIM in the Browser: gene-phenotype relationships and known disease alleles.
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gnomAD: Genome Aggregation Database

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  • Allele frequencies from large, broadly healthy populations (the “normal” database).
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  • A variant common here is most likely benign.
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  • In cancer, used to filter germline and common variants out of somatic calls.
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gnomAD track in the Genome Browser
gnomAD variants across a gene.
gnomAD mouse-over detail
Mouse-over: allele frequency, filter status and ancestry.
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Where to next

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  • These databases come together in Tutorial 3: Clinical Examples & Variant Interpretation, where we work full examples end to end.
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  • Help → Interactive Tutorials, or the docs at genome.ucsc.edu/docs.
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  • Email the team: genome@soe.ucsc.edu.
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Thank you!

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Questions? · genome@soe.ucsc.edu

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UCSC Genome Browser · genome.ucsc.edu

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UCSC Genome Browser team
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