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05-pvacview_tour.Rmd

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This chapter will cover:
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- Introduction to the pVACview module
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- How to start pVACview
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- How to load your pVACseq data into pVACview
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- The pVACview user interface
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- Demo of the pVACview interface
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## Introduction to the pVACview module
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ottrpal::include_slide("https://docs.google.com/presentation/d/1uz39zaObDGKhEVCGzO0JO35CTbC0oRAM0mxgLcMAA9Y/edit#slide=id.g25ad9ce8c9b_0_2")
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```
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## Aggregate Report of Best Candidates by Variant
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## The pVACview User Interface
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### Aggregate Report of Best Candidates by Variant
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The main table in the Aggregate Report of Best Candidates by Variant panel
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shows the best neoantigen candidate for each variant.
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ottrpal::include_slide("https://docs.google.com/presentation/d/1uz39zaObDGKhEVCGzO0JO35CTbC0oRAM0mxgLcMAA9Y/edit#slide=id.g25ad9ce8c9b_0_8")
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```
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## Variant Information
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### Variant Information
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The Variant Information panel shows more variant-level details of the selected
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neoantigen candidate.
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well-binding peptides the transcripts in the set code for, and the total
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expression of all the transcripts in the set.
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The second tab shows the details for any reference matches of the neoantigen
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The second tab, titled Reference Matches, shows the details for any reference matches of the neoantigen
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candidate. It repeats information about the Best Peptide sequence, the amino acid
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change, the mutated position, and the gene for easy reference. The mutated
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positions are notated in red in the Best Peptide sequence and the Query
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any 8mer subsequence of the query sequence, pVACtools looks for matches in the
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reference proteome. Any matches found are reported in the Hits table
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```{r, fig.align='center', out.width="100%", echo = FALSE, fig.alt= "The Variant Information tab shows more details for the selected variant."}
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```{r, fig.align='center', out.width="100%", echo = FALSE, fig.alt= "The Reference Matches tab shows details of reference matches of the neoantigen candidate."}
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ottrpal::include_slide("https://docs.google.com/presentation/d/1uz39zaObDGKhEVCGzO0JO35CTbC0oRAM0mxgLcMAA9Y/edit#slide=id.g25ad9ce8c9b_0_20")
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```
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The last tab shows the additional data if a Additional Neoantigen Candidate Aggregate
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The "Additional Data" tab shows the additional data for the variant if a Additional Neoantigen Candidate Aggregate
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Report was uploaded. It shows the Best Peptide and its information for this variant from the
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additional report. This can be used, e.g., when a Class I neoantigen candidate
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is a bad binder but all other metrics look good. Oftentimes this variant can
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be rescued by considering the best Class II neoantigen candidate instead.
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```{r, fig.align='center', out.width="100%", echo = FALSE, fig.alt= "The Variant Information tab shows more details for the selected variant."}
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```{r, fig.align='center', out.width="100%", echo = FALSE, fig.alt= "The Additional Data shows data from the Additional Aggregate Report for the variant."}
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ottrpal::include_slide("https://docs.google.com/presentation/d/1uz39zaObDGKhEVCGzO0JO35CTbC0oRAM0mxgLcMAA9Y/edit#slide=id.g25ad9ce8c9b_0_26")
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```
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The next section shows coverage and expression information as well as
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the genomic coordinates for the variant.
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The last section shows counts for how many peptides have been accepted,
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rejected, or marked for review. For most vaccines a certain minimum number of
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neoantigen candidates is desired so this panel makes it easy to review how
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many neoantigen candidates are still needed.
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### Transcript Set Detailed Data
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When selecting a transcript set in the Variant Info panel, this panel will
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show details about the neoantigen candidates the transcripts in the set code
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for and as well as details on the transcripts itself.
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The Peptide Candidates from Selected Transcript Set tab shows a list of
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mutant and matched wildtype peptides and their IC50 binding
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affinity to the patient HLA alleles. Only neoantigen candidate were at least
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opne peptide-MHC binding prediction falls within the `--aggregate-inclusion-threshold`
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will be shown in this table. For HLA alleles were the peptide is not
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well-binding the prediction details will show `X`. This table also shows the
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mutant position, whether or not the neoantigen candidate has any problematic
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positions, and whether or not it failed the anchor criteria. This helps in
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determining whether a neoantigen candidate was deprioritized when selecting the
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Best Peptide. The Best Peptide is highlighted in green.
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```{r, fig.align='center', out.width="100%", echo = FALSE, fig.alt= "The Transcript Set Detailed Data panel shows binding prediction details for the neoantigens the transcripts in the set code for."}
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ottrpal::include_slide("https://docs.google.com/presentation/d/1uz39zaObDGKhEVCGzO0JO35CTbC0oRAM0mxgLcMAA9Y/edit#slide=id.g25ad9ce8c9b_0_32")
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```
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The Transcripts in Set tabs shows details of the transcripts in the selected
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set such as the transcript Ensembl ID, the transcript expression, the
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transcript support level, the biotype, and the transcript length. This
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reflects the criteria used in determining the Best Transcript. The Best
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Transcript is highlighted in green.
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```{r, fig.align='center', out.width="100%", echo = FALSE, fig.alt= "The Transcripts in Set tab shows details about the transcripts in the set."}
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ottrpal::include_slide("https://docs.google.com/presentation/d/1uz39zaObDGKhEVCGzO0JO35CTbC0oRAM0mxgLcMAA9Y/edit#slide=id.g25ad9ce8c9b_0_38")
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```
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## Tour of the pVACview interface
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Here is a brief tour of the [pVACview](https://pvactools.readthedocs.io/en/latest/pvacview.html){target="_blank"} interface:

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