--- author: Sam White toc-title: Contents toc-depth: 5 toc-location: left layout: post title: Transcriptome Assessment - BUSCO Metazoa on C.bairdi MEGAN Transcriptome date: '2020-04-07 10:44' tags: - Tanner crab - BUSCO - mox - Chionoecetes bairdi - transcriptome categories: - 2020 - Miscellaneous --- [I previously created a _C.bairdi_ _de novo_ transcriptome assembly with Trinity from the MEGAN6 taxonomic-specific reads for _Arthropoda_ on 20200330](https://robertslab.github.io/sams-notebook/posts/2020/2020-03-30-Transcriptome-Assembly---C.bairdi-with-MEGAN6-Taxonomy-specific-Reads-with-Trinity-on-Mox/) and decided to assess its "completeness" using BUSCO and the `metazoa_odb9` database. BUSCO was run with the `--mode transcriptome` option on Mox. SBATCH script (GitHub): - [20200407_cbai_busco_megan.sh](https://github.com/RobertsLab/sams-notebook/blob/master/sbatch_scripts/20200407_cbai_busco_megan.sh) ```shell #!/bin/bash ## Job Name #SBATCH --job-name=cbai_busco_megan_transcriptome ## Allocation Definition #SBATCH --account=coenv #SBATCH --partition=coenv ## Resources ## Nodes #SBATCH --nodes=1 ## Walltime (days-hours:minutes:seconds format) #SBATCH --time=1-00:00:00 ## Memory per node #SBATCH --mem=120G ##turn on e-mail notification #SBATCH --mail-type=ALL #SBATCH --mail-user=samwhite@uw.edu ## Specify the working directory for this job #SBATCH --chdir=/gscratch/scrubbed/samwhite/outputs/20200407_cbai_busco_megan # Load Python Mox module for Python module availability module load intel-python3_2017 # Load Open MPI module for parallel, multi-node processing module load icc_19-ompi_3.1.2 # SegFault fix? export THREADS_DAEMON_MODEL=1 # Document programs in PATH (primarily for program version ID) { date echo "" echo "System PATH for $SLURM_JOB_ID" echo "" printf "%0.s-" {1..10} echo "${PATH}" | tr : \\n } >> system_path.log # Establish variables for more readable code timestamp=$(date +%Y%m%d) species="cbai" prefix="${timestamp}.${species}" ## Input files and settings base_name="${prefix}.megan" busco_db=/gscratch/srlab/sam/data/databases/BUSCO/metazoa_odb9 transcriptome_fasta=/gscratch/srlab/sam/data/C_bairdi/transcriptomes/20200406.C_bairdi.megan.Trinity.fasta augustus_species=fly threads=28 ## Save working directory wd=$(pwd) ## Set program paths augustus_bin=/gscratch/srlab/programs/Augustus-3.3.2/bin augustus_scripts=/gscratch/srlab/programs/Augustus-3.3.2/scripts blast_dir=/gscratch/srlab/programs/ncbi-blast-2.8.1+/bin busco=/gscratch/srlab/programs/busco-v3/scripts/run_BUSCO.py hmm_dir=/gscratch/srlab/programs/hmmer-3.2.1/src ## Augustus configs augustus_dir=${wd}/augustus augustus_config_dir=${augustus_dir}/config augustus_orig_config_dir=/gscratch/srlab/programs/Augustus-3.3.2/config ## BUSCO configs busco_config_default=/gscratch/srlab/programs/busco-v3/config/config.ini.default busco_config_ini=${wd}/config.ini # Export BUSCO config file location export BUSCO_CONFIG_FILE="${busco_config_ini}" # Export Augustus variable export PATH="${augustus_bin}:$PATH" export PATH="${augustus_scripts}:$PATH" export AUGUSTUS_CONFIG_PATH="${augustus_config_dir}" # Copy BUSCO config file cp ${busco_config_default} "${busco_config_ini}" # Make Augustus directory if it doesn't exist if [ ! -d "${augustus_dir}" ]; then mkdir --parents "${augustus_dir}" fi # Copy Augustus config directory cp --preserve -r ${augustus_orig_config_dir} "${augustus_dir}" # Edit BUSCO config file ## Set paths to various programs ### The use of the % symbol sets the delimiter sed uses for arguments. ### Normally, the delimiter that most examples use is a slash "/". ### But, we need to expand the variables into a full path with slashes, which screws up sed. ### Thus, the use of % symbol instead (it could be any character that is NOT present in the expanded variable; doesn't have to be "%"). sed -i "/^;cpu/ s/1/${threads}/" "${busco_config_ini}" sed -i "/^tblastn_path/ s%tblastn_path = /usr/bin/%path = ${blast_dir}%" "${busco_config_ini}" sed -i "/^makeblastdb_path/ s%makeblastdb_path = /usr/bin/%path = ${blast_dir}%" "${busco_config_ini}" sed -i "/^augustus_path/ s%augustus_path = /home/osboxes/BUSCOVM/augustus/augustus-3.2.2/bin/%path = ${augustus_bin}%" "${busco_config_ini}" sed -i "/^etraining_path/ s%etraining_path = /home/osboxes/BUSCOVM/augustus/augustus-3.2.2/bin/%path = ${augustus_bin}%" "${busco_config_ini}" sed -i "/^gff2gbSmallDNA_path/ s%gff2gbSmallDNA_path = /home/osboxes/BUSCOVM/augustus/augustus-3.2.2/scripts/%path = ${augustus_scripts}%" "${busco_config_ini}" sed -i "/^new_species_path/ s%new_species_path = /home/osboxes/BUSCOVM/augustus/augustus-3.2.2/scripts/%path = ${augustus_scripts}%" "${busco_config_ini}" sed -i "/^optimize_augustus_path/ s%optimize_augustus_path = /home/osboxes/BUSCOVM/augustus/augustus-3.2.2/scripts/%path = ${augustus_scripts}%" "${busco_config_ini}" sed -i "/^hmmsearch_path/ s%hmmsearch_path = /home/osboxes/BUSCOVM/hmmer/hmmer-3.1b2-linux-intel-ia32/binaries/%path = ${hmm_dir}%" "${busco_config_ini}" # Run BUSCO/Augustus training ${busco} \ --in ${transcriptome_fasta} \ --out ${base_name} \ --lineage_path ${busco_db} \ --mode transcriptome \ --cpu ${threads} \ --long \ --species ${augustus_species} \ --tarzip \ --augustus_parameters='--progress=true' ``` --- # RESULTS Very quick, 1.5 minutes: ![BUSCO runtime](https://github.com/RobertsLab/sams-notebook/blob/master/images/screencaps/20200407_cbai_busco_megan_runtime.png?raw=true) Output folder: - [20200407_cbai_busco_megan/](https://gannet.fish.washington.edu/Atumefaciens/20200407_cbai_busco_megan/) BUSCO short summary (text): - [20200407_cbai_busco_megan/run_20200408.cbai.megan/short_summary_20200408.cbai.megan.txt](https://gannet.fish.washington.edu/Atumefaciens/20200407_cbai_busco_megan/run_20200408.cbai.megan/short_summary_20200408.cbai.megan.txt) ``` # BUSCO version is: 3.0.2 # The lineage dataset is: metazoa_odb9 (Creation date: 2016-02-13, number of species: 65, number of BUSCOs: 978) # To reproduce this run: python /gscratch/srlab/programs/busco-v3/scripts/run_BUSCO.py -i /gscratch/srlab/sam/data/C_bairdi/transcriptomes/20200406.C_bairdi.megan.Trinity.fasta -o 20200407.cbai.megan -l /gscratch/srlab/sam/data/databases/BUSCO/metazoa_odb9/ -m transcriptome -c 28 --long -z # # Summarized benchmarking in BUSCO notation for file /gscratch/srlab/sam/data/C_bairdi/transcriptomes/20200406.C_bairdi.megan.Trinity.fasta # BUSCO was run in mode: transcriptome C:91.8%[S:64.0%,D:27.8%],F:5.9%,M:2.3%,n:978 898 Complete BUSCOs (C) 626 Complete and single-copy BUSCOs (S) 272 Complete and duplicated BUSCOs (D) 58 Fragmented BUSCOs (F) 22 Missing BUSCOs (M) 978 Total BUSCO groups searched ``` In terms of BUSCO scoring, this iteration of the transcriptome is "better" (i.e. more complete) than the [previous transcriptome BUSCO analysis on 20200207](https://robertslab.github.io/sams-notebook/posts/2020/2020-02-07-Transcriptome-Assessment--BUSCO-Metazoa-on-C.bairdi-MEGAN-Transcriptome/): 91.8% vs 85.5% complete BUSCOs identified. However, this is increase is primarily due to an increase in duplicated BUSCOs (27.8% vs 20.8%).