From 0e7b48dcb5269d4fe3c3feff6a59dd6defd3297d Mon Sep 17 00:00:00 2001 From: Kamil Slowikowski Date: Mon, 27 Nov 2023 16:28:14 -0500 Subject: [PATCH] update paper --- paper/diagram.d2 | 2 +- paper/diagram.png | Bin 201234 -> 198241 bytes paper/diagram.svg | 578 +++++++++++++++++++++++----------------------- paper/main.pdf | Bin 718304 -> 716273 bytes paper/main.typ | 18 +- 5 files changed, 299 insertions(+), 299 deletions(-) diff --git a/paper/diagram.d2 b/paper/diagram.d2 index fcaf8bd..cb5da7d 100644 --- a/paper/diagram.d2 +++ b/paper/diagram.d2 @@ -46,7 +46,7 @@ reads: |md | provider: |md -**Commercial HLA Typing** +**HLA Typing** - Next Genration Sequencing - Molecular Assay | diff --git a/paper/diagram.png b/paper/diagram.png index 88fac346f6a41443de11999caa23730c7873492c..90a0a92b05f62bb3efbdee09d71ed7c4b9fec360 100644 GIT binary patch delta 164399 zcmbTec|4Tu8$LWeEuI#XQX;erWlveMS1QI@82gfBH)P-4J#CVG?1W?=`!Zvv5<$8kcZofr!`5oSxr%q*3|z))M{ 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Sequencing Reads

@@ -861,7 +861,7 @@ 01:01,02:01 01:01,02:01 -

Commercial HLA Typing

+

HLA Typing

  • Next Genration Sequencing
  • Molecular Assay
  • @@ -876,7 +876,7 @@ 1 F 2 Y -
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Many amino acid residues at specific loci have been associated with human diseases and blood protein levels @Krishna2023. -Published associations at specific amino acid positions have created opportunities for experimental validation that might advance our understanding of disease-associated mechanisms related to HLA proteins. +Published amino acid associations represent opportunities for experimental validation that could advance understanding of the disease-associated mechanisms related to HLA proteins. -Fine-mapping can be more sensitive than allele-level analysis, and the results can be interpreted in the context of the protein structures that are affected by the associated amino acid positions. -For example, we might have different ideas about the function of a mutation in the peptide binding groove than a mutation in the interior region of the protein. +Fine-mapping results can be interpreted in the context of the protein structures that are affected by the associated amino acid positions. +We might have different hypotheses about the function of a mutation in the peptide binding groove than a mutation in the interior region of the protein. -To facilitate HLA fine-mapping analysis, we developed _hlabud_, a free and open-source R package that downloads data from the IMGT/HLA database @Robinson2020 and automatically creates amino acid (or nucleotide) position matrices that are ready for analysis (@diagram). +To facilitate HLA fine-mapping, we developed _hlabud_, a free and open-source R package that downloads data from the IMGT/HLA database @Robinson2020 and automatically creates amino acid (or nucleotide) position matrices that are ready for analysis (@diagram). _hlabud_ functions return simple lists, where each item in the list is a matrix or a data frame. -This simple design makes _hlabud_ easy to integrate with any downstream R packages for data analysis or visualization. +This design makes it easy to integrate _hlabud_ with any downstream R packages for data analysis or visualization. @@ -147,7 +147,7 @@ The complete manual is available at #link("https://slowkow.github.io/hlabud"). _ = Discussion -Our open-source R package _hlabud_ enables easy access to HLA data from two public databases and provides functions for HLA divergence calculations, amino acid or nucleotide fine-mapping analysis, and low-dimensional embedding. +Our open-source R package _hlabud_ enables easy access to HLA data from two public databases and provides functions for amino acid or nucleotide fine-mapping analysis, HLA divergence calculations, and low-dimensional embedding. _hlabud_ downloads HLA genotype data from the IMGT-HLA GitHub repository @imgthla, caches it in a user-configurable folder, and prepares the data for downstream analysis in R. We provide tutorials for HLA divergence calculation, fine-mapping association analysis with logistic regression, and embedding with UMAP. @@ -155,7 +155,7 @@ _hlabud_ also provides direct access to the allele frequencies for all HLA genes = Acknowledgments -This work was supported by a NIAID grant T32AR007258 (to K.S.) and the National Institute of Health Director’s New Innovator Award (DP2CA247831; to A.C.V.) Thanks to Sreekar Mantena for reporting issues with the code. +This work was supported by a NIAID grant T32AR007258 (to K.S.) and the National Institute of Health Director’s New Innovator Award (DP2CA247831; to A.C.V.) Thanks to Sreekar Mantena for reporting issues with the code. Thanks to Jean Fan for the logo and helpful discussions. = Competing Interests