Seqanswers Leaderboard Ad

Collapse

Announcement

Collapse
No announcement yet.
X
 
  • Filter
  • Time
  • Show
Clear All
new posts

  • Help needed with SUPPA2 Psi calculation

    Hi community, I have been trying to perform alternate splicing using SUPPA2. Briefly, I have 28 human samples on which RNAseq was performed. From those I have generated the countfiles with Kallisto using gencode.v44 indices. Using the same gencode.v44 gtf file, I have generated the different .ioe files for alternate splicing events. Now, my original abundance.tsv file generated by Kallisto looked like this:
    $ head abundance.tsv target_id length eff_length est_counts tpm ENST00000456328.2|ENSG00000290825.1|-|OTTHUMT00000362751.1|DDX11L2-202|DDX11L2|1657|lncRNA| 1657 1658 0 0 ENST00000450305.2|ENSG00000223972.6|OTTHUMG00000000961.2|OTTHUMT00000002844.2|DDX11L1-201|DDX11L1|632|transcribed_unprocessed_pseudogene| 632 633 0 0 ENST00000488147.1|ENSG00000227232.5|OTTHUMG00000000958.1|OTTHUMT00000002839.1|WASH7P-201|WASH7P|1351|unprocessed_pseudogene| 1351 1352 0 0 ENST00000619216.1|ENSG00000278267.1|-|-|MIR6859-1-201|MIR6859-1|68|miRNA| 68 69 0 0 ENST00000473358.1|ENSG00000243485.5|OTTHUMG00000000959.2|OTTHUMT00000002840.1|MIR1302-2HG-202|MIR1302-

    Now I processed it to look like this:
    $ head abundance_preprocessed.tsv ENST00000456328.2 0.000000 ENST00000450305.2 0.000000 ENST00000488147.1 0.000000 ENST00000619216.1 0.000000 ENST00000473358.1 0.000000 ENST00000469289.1 0.000000 ENST00000607096.1 0.000000 ENST00000417324.1 0.000000 ENST00000461467.1 0.000000 ENST00000606857.1 0.000000

    One of the generated ioe files looks like this:
    $ head gencode.v44_A3_strict.ioe seqname gene_id event_id alternative_transcripts total_transcripts chr1 ENSG00000237491.10 ENSG00000237491.10;A3:chr1:779092-803919:779092-803951:+ ENST00000655765.1,ENST00000670700.1,ENST00000657896.1,ENST00000658648.1,ENST00000656571.1,ENST00000669749.1,ENST00000666217.1,ENST00000665719.1 ENST00000665719.1,ENST00000412115.2,ENST00000666217.1,ENST00000658648.1,ENST00000669749.1,ENST00000657896.1,ENST00000670700.1,ENST00000655765.1,ENST00000656571.1 chr1 ENSG00000237491.10 ENSG00000237491.10;A3:chr1:779092-803919:779092-803922:+ ENST00000655765.1,ENST00000670700.1,ENST00000657896.1,ENST00000658648.1,ENST00000656571.1,ENST00000669749.1,ENST00000666217.1,ENST00000665719.1 ENST00000665719.1,ENST00000443772.2,ENST00000666217.1,ENST00000658648.1,ENST00000669749.1,ENST00000657896.1,ENST00000670700.1,ENST00000655765.1,ENST00000656571.1 chr1 ENSG00000237491.10 ENSG00000237491.10;A3:chr1:807323-809622:807323-809658:+ ENST00000412115.2,ENST00000670700.1,ENST00000657896.1,ENST00000658648.1 ENST00000665719.1,ENST00000658648.1,ENST00000588951.5,ENST00000669749.1,ENST00000657896.1,ENST00000670700.1,ENST00000412115.2,ENST00000656571.1

    So now I am trying to generate Psi results using the slurm:

    !/bin/bash
    SBATCH --job-name=suppa_psi_calculation
    SBATCH --output=/home/achanda/%x_%j.out
    SBATCH --error=/home/achanda/%x_%j.err
    SBATCH --time=04:00:00
    SBATCH --cpus-per-task=16
    SBATCH --mem=128G
    Load Python or any required modules
    module load python3
    Directories
    SUPPA_DIR=~/software/SUPPA-2.3 EVENT_DIR=~/AS_events PROCESSED_DIR=~/Processed # Correct directory for processed files OUT_DIR=~/psi_results

    Create the output directory
    mkdir -p ${OUT_DIR}

    Iterate over each event type
    for EVENT_FILE in ${EVENT_DIR}/*.ioe; do EVENT_TYPE=$(basename ${EVENT_FILE} .ioe) # Correct extraction of the event type

    # Iterate over each sample's processed file in the Processed directory
    for PROCESSED_FILE in ${PROCESSED_DIR}/*_abundance_preprocessed.tsv; do
    SAMPLE_NAME=$(basename ${PROCESSED_FILE} _abundance_preprocessed.tsv) # Correct extraction of the sample name
    OUTPUT_PREFIX="${OUT_DIR}/${SAMPLE_NAME}_${EVENT_TYPE}"

    echo "Starting processing of ${SAMPLE_NAME} for event type ${EVENT_TYPE}..."
    python3 ${SUPPA_DIR}/suppa.py psiPerEvent -i ${EVENT_FILE} -e ${PROCESSED_FILE} -o ${OUTPUT_PREFIX}

    if [ $? -eq 0 ]; then
    echo "Successfully processed ${SAMPLE_NAME} for event type ${EVENT_TYPE}."
    else
    echo "Failed to process ${SAMPLE_NAME} for event type ${EVENT_TYPE}. Check error logs for details."
    fi
    done
    done

    However,
    $ head suppa_psi_calculation_28165525.err
    INFO:lib.tools:File ~/Sample1_abundance_preprocessed.tsv opened in reading mode. INFOsiCalculator:Buffering transcript expression levels. ERROR:lib.tools:1, in line 2. Skipping line... ERROR:lib.tools:2, in line 3. Skipping line... ERROR:lib.tools:3, in line 4. Skipping line... ERROR:lib.tools:4, in line 5. Skipping line... ERROR:lib.tools:5, in line 6. Skipping line... ERROR:lib.tools:6, in line 7. Skipping line... ERROR:lib.tools:7, in line 8. Skipping line... ERROR:lib.tools:8, in line 9. Skipping line...

    Can someone help with what is going wrong? I can provide further details if needed.​

Latest Articles

Collapse

  • seqadmin
    Essential Discoveries and Tools in Epitranscriptomics
    by seqadmin




    The field of epigenetics has traditionally concentrated more on DNA and how changes like methylation and phosphorylation of histones impact gene expression and regulation. However, our increased understanding of RNA modifications and their importance in cellular processes has led to a rise in epitranscriptomics research. “Epitranscriptomics brings together the concepts of epigenetics and gene expression,” explained Adrien Leger, PhD, Principal Research Scientist...
    04-22-2024, 07:01 AM
  • seqadmin
    Current Approaches to Protein Sequencing
    by seqadmin


    Proteins are often described as the workhorses of the cell, and identifying their sequences is key to understanding their role in biological processes and disease. Currently, the most common technique used to determine protein sequences is mass spectrometry. While still a valuable tool, mass spectrometry faces several limitations and requires a highly experienced scientist familiar with the equipment to operate it. Additionally, other proteomic methods, like affinity assays, are constrained...
    04-04-2024, 04:25 PM

ad_right_rmr

Collapse

News

Collapse

Topics Statistics Last Post
Started by seqadmin, 04-25-2024, 11:49 AM
0 responses
15 views
0 likes
Last Post seqadmin  
Started by seqadmin, 04-24-2024, 08:47 AM
0 responses
17 views
0 likes
Last Post seqadmin  
Started by seqadmin, 04-11-2024, 12:08 PM
0 responses
62 views
0 likes
Last Post seqadmin  
Started by seqadmin, 04-10-2024, 10:19 PM
0 responses
60 views
0 likes
Last Post seqadmin  
Working...
X