Bio Sra Data

name: bio-sra-data description: Download sequencing data from NCBI SRA using the SRA toolkit. Use when downloading FASTQ files from SRA accessions, prefetching large datasets, or validating SRA downloads. tool_type: cli primary_tool: sra-tools measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command

SRA Data

Download raw sequencing data from the Sequence Read Archive using the SRA toolkit.

Installation

# macOS
brew install sratoolkit

# Ubuntu/Debian
sudo apt install sra-toolkit

# conda (recommended)
conda install -c bioconda sra-tools

# Verify installation
fasterq-dump --version

Core Commands

fasterq-dump - Download FASTQ (Recommended)

Fast, multithreaded FASTQ extraction. Preferred over fastq-dump.

# Download single SRA run as FASTQ
fasterq-dump SRR12345678

# Output: SRR12345678.fastq (single-end)
# Or: SRR12345678_1.fastq, SRR12345678_2.fastq (paired-end)

Key Options:

# Common usage with options
fasterq-dump SRR12345678 -O ./data/ -e 8 -p --skip-technical

# Force split files (paired-end)
fasterq-dump SRR12345678 -S -O ./data/

prefetch - Download SRA Files First

For large files or unreliable connections, prefetch first, then convert.

# Prefetch SRA file (downloads .sra to ~/ncbi/sra/)
prefetch SRR12345678

# Then convert to FASTQ
fasterq-dump ~/ncbi/sra/SRR12345678.sra

# Or convert in place
fasterq-dump SRR12345678  # Will find prefetched file

Prefetch Options:

# Prefetch with size limit
prefetch SRR12345678 --max-size 100G -p

# Prefetch multiple accessions
prefetch SRR12345678 SRR12345679 SRR12345680

# Prefetch from a list file
prefetch --option-file accessions.txt

vdb-validate - Verify Downloads

Check integrity of downloaded SRA files.

# Validate a downloaded file
vdb-validate SRR12345678

# Validate with detailed output
vdb-validate SRR12345678 2>&1

sra-stat - Get Run Statistics

Get information about an SRA run without downloading.

# Basic stats
sra-stat --quick SRR12345678

# Detailed XML output
sra-stat --xml SRR12345678

Configuration

vdb-config - Configure SRA Toolkit

Set up cache location and other settings.

# Interactive configuration
vdb-config -i

# Set cache directory
vdb-config --set /repository/user/main/public/root=/path/to/cache

# Check current configuration
vdb-config --cfg

Cache Location

Default: ~/ncbi/ on Linux/macOS

# Create dedicated cache
mkdir -p /data/sra_cache
vdb-config --set /repository/user/main/public/root=/data/sra_cache

Code Patterns

Download Single Run

#!/bin/bash
SRR="SRR12345678"
OUTDIR="./fastq"

mkdir -p $OUTDIR
fasterq-dump $SRR -O $OUTDIR -e 8 -p

Download Multiple Runs

#!/bin/bash
# From a list of accessions
while read SRR; do
    echo "Downloading $SRR..."
    fasterq-dump $SRR -O ./fastq/ -e 4 -p
done < accessions.txt

Prefetch Then Convert (Large Files)

#!/bin/bash
SRR="SRR12345678"

# Prefetch first (resumable)
prefetch $SRR -p

# Validate
vdb-validate $SRR

# Convert to FASTQ
fasterq-dump $SRR -O ./fastq/ -e 8 -p

# Optionally remove .sra file
rm -f ~/ncbi/sra/${SRR}.sra

Batch Download Script

#!/bin/bash
# download_sra.sh - Download multiple SRA runs

ACCESSIONS="$1"
OUTDIR="${2:-./fastq}"
THREADS="${3:-4}"

mkdir -p $OUTDIR

while read SRR; do
    if [[ -z "$SRR" ]] || [[ "$SRR" == \#* ]]; then
        continue
    fi

    echo "Processing $SRR..."

    # Prefetch
    prefetch $SRR -p -O $OUTDIR

    # Validate
    if ! vdb-validate ${OUTDIR}/${SRR}/${SRR}.sra 2>/dev/null; then
        echo "Validation failed for $SRR, skipping..."
        continue
    fi

    # Convert
    fasterq-dump ${OUTDIR}/${SRR}/${SRR}.sra -O $OUTDIR -e $THREADS -p

    # Cleanup .sra
    rm -rf ${OUTDIR}/${SRR}

    echo "Completed $SRR"
done < "$ACCESSIONS"

Python Wrapper

import subprocess
import os

def download_sra(accession, outdir='.', threads=4, skip_technical=True):
    os.makedirs(outdir, exist_ok=True)

    cmd = ['fasterq-dump', accession, '-O', outdir, '-e', str(threads), '-p']
    if skip_technical:
        cmd.append('--skip-technical')

    result = subprocess.run(cmd, capture_output=True, text=True)
    if result.returncode != 0:
        raise RuntimeError(f"fasterq-dump failed: {result.stderr}")

    return result.stdout

# Download a run
download_sra('SRR12345678', outdir='./data', threads=8)

Find SRA Accessions with Entrez

from Bio import Entrez

Entrez.email = 'your.email@example.com'

def find_sra_runs(term, max_results=100):
    handle = Entrez.esearch(db='sra', term=term, retmax=max_results)
    search = Entrez.read(handle)
    handle.close()

    if not search['IdList']:
        return []

    handle = Entrez.efetch(db='sra', id=','.join(search['IdList']), rettype='runinfo', retmode='text')
    runinfo = handle.read()
    handle.close()

    # Parse CSV-like output
    runs = []
    for line in runinfo.strip().split('\n')[1:]:
        if line:
            fields = line.split(',')
            if len(fields) > 0:
                runs.append(fields[0])  # First field is Run accession
    return runs

# Find runs for a project
runs = find_sra_runs('PRJNA123456[bioproject]')
print(f"Found {len(runs)} runs")

SRA Accession Types

Use Run accessions (SRR*) with fasterq-dump.

Common Errors

Comparison: fasterq-dump vs fastq-dump

Always prefer fasterq-dump unless memory constrained.

Decision Tree

Need SRA sequencing data?
├── Know the SRR accession?
│   └── fasterq-dump SRR... -O ./fastq/ -p
├── Large file (>20GB)?
│   └── prefetch first, then fasterq-dump
├── Multiple runs?
│   └── Loop through accessions or use prefetch --option-file
├── Need to find accessions?
│   └── Search SRA database with Entrez
├── Download interrupted?
│   └── prefetch supports resume
└── Verify integrity?
    └── vdb-validate SRR...

Related Skills

• entrez-search - Search SRA database to find accessions
• sequence-io - Read downloaded FASTQ files with Biopython
• sequence-io/paired-end-fastq - Handle paired R1/R2 files
• alignment-files - Align downloaded reads