03e6d9865fa98c05dda6bbf5d780b0a2b41d389c angie Tue Feb 22 11:11:08 2022 -0800 Remove B.1.1.529 from lineageTree.pb to match pangoLEARN behavior & avoid applying Omicron label to sequences of very poor quality -- requested by Rachel Colquhoun & Andrew Rambaut. diff --git src/hg/utils/otto/sarscov2phylo/updateLineageTreePb.sh src/hg/utils/otto/sarscov2phylo/updateLineageTreePb.sh index a7ae840e..23a3144 100755 --- src/hg/utils/otto/sarscov2phylo/updateLineageTreePb.sh +++ src/hg/utils/otto/sarscov2phylo/updateLineageTreePb.sh @@ -1,118 +1,119 @@ #!/bin/bash source ~/.bashrc set -beEu -x -o pipefail # Do not modify this script, modify the source tree copy: # kent/src/hg/utils/otto/sarscov2phylo/updateLineageTreePb.sh usage() { echo "usage: $0 buildDate" } if [ $# != 1 ]; then usage exit 1 fi buildDate=$1 ottoDir=/hive/data/outside/otto/sarscov2phylo usherDir=~angie/github/usher matUtils=$usherDir/build/matUtils today=$(date +%F) cd $ottoDir/$buildDate # Get node ID for root of lineage A, used as reference/root by Pangolin: if [ ! -s clade-paths ]; then $matUtils extract -i gisaidAndPublic.$buildDate.masked.pb -C clade-paths fi lineageARoot=$(grep ^A$'\t' clade-paths | cut -f 2) # Reroot protobuf to lineage A: $matUtils extract -i gisaidAndPublic.$buildDate.masked.pb \ --reroot $lineageARoot \ -o gisaidAndPublic.$buildDate.masked.reroot.pb -# Reroot pango.clade-mutations.tsv: +# Reroot pango.clade-mutations.tsv; also remove B.1.1.529 (Rachel's request): grep -w ^A $scriptDir/pango.clade-mutations.tsv \ | sed -re 's/T28144C( > )?//; s/C8782T( > )?//;' \ > pango.clade-mutations.reroot.tsv grep -vw ^A $scriptDir/pango.clade-mutations.tsv \ | sed -re 's/\t/\tT8782C > C28144T > /;' \ +| grep -vF B.1.1.529 \ >> pango.clade-mutations.reroot.tsv # Mask additional bases at the beginning and end of the genome that pangolin masks after # aligning input sequences. for ((i=56; $i <= 265; i++)); do echo -e "N${i}N" done > maskPangoEnds for ((i=29674; $i < 29804; i++)); do echo -e "N${i}N" done >> maskPangoEnds $matUtils mask -i gisaidAndPublic.$buildDate.masked.reroot.pb \ -m maskPangoEnds -o gisaidAndPublic.$buildDate.masked.reroot.pangoMasked.pb # Assign updated lineages on the rerooted & pango-masked tree, pango-only for pangolin: time $matUtils annotate -T 50 \ -i gisaidAndPublic.$buildDate.masked.reroot.pangoMasked.pb \ -M pango.clade-mutations.reroot.tsv \ -l \ -c lineageToName \ -f 0.95 \ -u mutations.pangoOnly \ -D details.pangoOnly \ -o gisaidAndPublic.$buildDate.masked.reroot.pangoOnly.pb \ >& annotate.pangoOnly.out set +o pipefail grep 'Could not' annotate.pangoOnly.out | cat grep skip annotate.pangoOnly.out | cat set -o pipefail # Make a bunch of smaller trees and see how they do. mkdir -p /hive/users/angie/lineageTreeUpdate.$today cd /hive/users/angie/lineageTreeUpdate.$today for i in 0 1 2 3 4 5 6 7 8 9; do echo test.50.$i $matUtils extract -i $ottoDir/$buildDate/gisaidAndPublic.$buildDate.masked.reroot.pangoOnly.pb \ -r 50 -o test.50.$i.pb $matUtils mask -i test.50.$i.pb -S -o test.50.$i.simp.pb done # Run pangolin on each subtree # 7.5-14.5m each job, ~3.5hrs total: conda activate pangolin for i in 0 1 2 3 4 5 6 7 8 9; do echo test.50.$i.simp time pangolin -t 50 --usher-tree test.50.$i.simp.pb \ --skip-designation-hash --no-temp --outdir subset_10000_0.pusher.test.50.$i.simp.out \ ../pangolin_eval/subset_10000_0.fa done # Summarize results for i in 0 1 2 3 4 5 6 7 8 9; do echo test.50.$i.simp tail -n+2 subset_10000_0.pusher.test.50.$i.simp.out/lineage_report.csv \ | awk -F, '{print $1 "\t" $2;}' \ | sort \ > subset_10000_0.pusher.test.50.$i.simp join -t$'\t' ../pangolin_eval/subset_10000_0.cogNameToLin subset_10000_0.pusher.test.50.$i.simp \ | tawk '$2 != $3' \ > subset_10000_0.pusher.test.50.$i.simp.diff cut -f 2,3 subset_10000_0.pusher.test.50.$i.simp.diff \ | sort | uniq -c | sort -nr > subset_10000_0.pusher.test.50.$i.simp.diffrank done wc -l subset_10000_0.*.diff | sort -n # Pick the subtree with the fewest differences set +o pipefail bestTree=$(wc -l subset_10000_0.*.diff | sort -n | head -1 \ | sed -re 's/.*pusher\.test\.50\.//; s/\.diff//') set -o pipefail echo $bestTree # Which lineages have the most differences? head subset_10000_0.pusher.test.50.$bestTree.diffrank