From 19c22d97812ed66807a113c0351edbcf2d711cf1 Mon Sep 17 00:00:00 2001 From: Victor Lin <13424970+victorlin@users.noreply.github.com> Date: Tue, 10 Dec 2024 15:04:33 -0800 Subject: [PATCH] blog post: Auspice 2024 summary MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit A well-deserved blog post for Auspice features! Initial drafting happened in a Google Doc¹, followed by edits from PR review. ¹ https://docs.google.com/document/d/1HxBl_ncaAe6lWxyS5X7JzGoZOSmDGj6pVdfU6JF30Z0/edit Co-authored-by: james hadfield Co-authored-by: John SJ Anderson Co-authored-by: Trevor Bedford --- .../content/blog/2024-12-16-auspice-2024.md | 122 ++++++++++++++++++ .../img/confidence-through-saturation.png | Bin 0 -> 152132 bytes .../public/blog/img/filter-on-metadata.png | Bin 0 -> 27933 bytes .../blog/img/focus-on-selected-example.png | Bin 0 -> 241867 bytes .../blog/img/focus-on-selected-toggle.png | Bin 0 -> 17885 bytes .../public/blog/img/view-in-nextclade.png | Bin 0 -> 142707 bytes .../blog/img/view-in-other-platforms.png | Bin 0 -> 16325 bytes 7 files changed, 122 insertions(+) create mode 100644 static-site/content/blog/2024-12-16-auspice-2024.md create mode 100644 static-site/public/blog/img/confidence-through-saturation.png create mode 100644 static-site/public/blog/img/filter-on-metadata.png create mode 100644 static-site/public/blog/img/focus-on-selected-example.png create mode 100644 static-site/public/blog/img/focus-on-selected-toggle.png create mode 100644 static-site/public/blog/img/view-in-nextclade.png create mode 100644 static-site/public/blog/img/view-in-other-platforms.png diff --git a/static-site/content/blog/2024-12-16-auspice-2024.md b/static-site/content/blog/2024-12-16-auspice-2024.md new file mode 100644 index 000000000..5e15afb8b --- /dev/null +++ b/static-site/content/blog/2024-12-16-auspice-2024.md @@ -0,0 +1,122 @@ +--- +author: "The Nextstrain team" +date: "2024-12-16" +title: "Notable changes in Auspice" +sidebarTitle: "Notable changes in Auspice" +--- + +The Nextstrain team continues to improve the visualisation capabilities of +Auspice, including new features, bug fixes and performance improvements. This +year, we've released 19 versions and wanted to highlight some of the +significant changes. + + + +## Table of contents + +- [View in other platforms](#view-in-other-platforms) +- [Performance improvements](#performance-improvements) +- [Convey tip confidence through saturation](#convey-tip-confidence-through-saturation) +- [Focus on selected](#focus-on-selected) +- [Filter on all metadata](#filter-on-all-metadata) +- [Full changelog](#full-changelog) + +## View in other platforms + +Historically, we have always been strong advocates for interoperability between +platforms. For many years, Nextstrain.org has supported +[fetching](https://nextstrain.org/fetch) HTTPS-addressable Auspice JSONs. +[UShER](https://genome.ucsc.edu/cgi-bin/hgPhyloPlace) uses this feature to link +to Auspice views for subtrees. + +Other platforms have developed a similar approach to access Auspice datasets, +often using our RESTful API. When viewing datasets in Nextstrain, you can switch +to supported platforms via the new **VIEW IN OTHER PLATFORMS** button at the +bottom of the page: + +[![View in Other Platforms button](/blog/img/view-in-other-platforms.png)]() + +There are currently three supported platforms: + +- [Taxonium](https://taxonium.org) by Theo Sanderson (added in v2.53) – allows + phylogenetic visualization of large datasets. + +- [MicrobeTrace](https://microbetrace.cdc.gov) by US CDC (added in v2.53) – + allows network visualization of the Auspice phylogeny. + +- [Nextclade](https://clades.nextstrain.org/) (added in v2.54) – allows you to + add your own sequences (in-browser) to the current tree. This feature is + particularly useful to view additional sequences on top of the latest + Nextstrain view of circulating diversity. Certain requirements must be met for + this to work as expected, such as the root-sequence being defined for the + dataset. You may get more reliable results using the manually curated + reference Nextclade datasets, so please double check results against those. + + [![View in Nextclade preview](/blog/img/view-in-nextclade.png)]() + +## Performance improvements + +As sequencing becomes more routine, the number of samples used in trees has also +increased. Auspice tends to slow down for large trees (drawing performance +scales with the number of nodes), diverse genomes (calculating entropy scales +with the number of observed mutations) and diverse metadata and geographic +spread (the map complexity scales with number of color-by categories and number +of locations). + +We've made [small +steps](https://github.com/nextstrain/auspice/releases/tag/v2.60.0) towards +improving performance in Auspice. Specifically, [entropy calculations are now +skipped](https://github.com/nextstrain/auspice/pull/1879) when the panel is +off-screen or not rendered, and [animations are now disabled for operations on +trees with over 4,000 tips](https://github.com/nextstrain/auspice/pull/1880). +These changes should result in a more responsive feel, especially on large +datasets. + +## Convey tip confidence through saturation + +We've long used desaturation to convey (lack of) confidence in inferred metadata +for branches, and we now do the same for tips. Tips with high confidence will +still appear the same as in previous versions of Auspice. We are actively using +this in the [H5N1 +cattle-outbreak](http://nextstrain.org/avian-flu/h5n1-cattle-outbreak/genome@2024-11-15?c=division) +dataset where many tips lack geographic metadata: + +[![Confidence through saturation](/blog/img/confidence-through-saturation.png)]() + +## Focus on selected + +When viewing large phylogenetic trees with a sparse filter, it can be difficult +to really see and understand the selected tips as they occupy a minority of the +vertical space available. Enabling **Focus on Selected** allows the selected +tips to take up more vertical space compared to other tips. For example, +[filtering the SARS-CoV-2 global 6m view to one of the earliest clades, 20I +(Alpha)](https://nextstrain.org/ncov/gisaid/global/6m@2024-10-30?d=tree&f_clade_membership=20I%20%28Alpha%29&p=full): + +[![Focus on Selected example](/blog/img/focus-on-selected-example.png)]() + +You can toggle this focus on and off in the sidebar: + +[![Focus on Selected toggle](/blog/img/focus-on-selected-toggle.png)]() + +We [plan](https://github.com/nextstrain/auspice/issues/1368) to continue +exploring better ways to understand sets of sequences in the context of the +larger tree, initially by better use of the horizontal axis which should help +for early clades in the tree such as 20I (Alpha). + +## Filter on all metadata + +All categorical metadata available for the tree – i.e. all data within +`node.node_attrs` – are now available as options for **Filter Data**. Combined +with the **Focus on Selected** toggle [described above](#focus-on-selected), +this provides a powerful way to explore subsets of data. + +[![Filter on all metadata](/blog/img/filter-on-metadata.png)]() + +## Full changelog + +Please see the +[changelog](https://github.com/nextstrain/auspice/blob/-/CHANGELOG.md) for a +complete summary of all changes. diff --git a/static-site/public/blog/img/confidence-through-saturation.png b/static-site/public/blog/img/confidence-through-saturation.png new file mode 100644 index 0000000000000000000000000000000000000000..9b3947b87273f6a0bc60782c670f21833c7ca938 GIT binary patch literal 152132 zcmZ^~1yr2Pl0Q5%4DRmk?(XjH?gR_&F2OZ8Aq01~;Odw1{s_U!*T zXXdG?s$WZWwN!Ucl!}rxA{-tZ002Ogm61>b06@?H0I&!K>Yd||ttk!wAc)wAi>t_r zi<79hI9l1*TLJ(wQK{O{I_jfX-}Kc;8v!6SF~^X|6o8tTHLws{R6`7nBn1aTbTFQQ zt_4ej!9-kJ5`&)v3!|=q=C(^mMP*?y#Lzn#)OJe0nRS-M|Mqe)5jgdg-}Q_TFt6-1 zxI>@;5oDm+MM1Tc!^%XPDf$PBhXev75-gaWPHiPA83v&Pwc4HT$qgX0tKl1Id|iGs 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