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Bio Read Qc Adapter Trimming

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bio-read-qc-adapter-trimming

Bio Read Qc Adapter Trimming is an Agent Skill for documents published in the FreedomIntelligence/OpenClaw-Medical-Skills repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

Remove sequencing adapters from FASTQ files using Cutadapt and Trimmomatic. Supports single-end and paired-end reads, Illumina TruSeq, Nextera, and custom adapter sequences. Use when FastQC shows adapter contamination or before alignment of short reads.

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How to use this skill

Bring this guide into your coding agent with a prompt tailored to the tool you use.

  1. Open your project in Codex.
  2. Copy and paste the prompt below.
  3. Review files and risks before approving any action.
Prompt to paste
Inspect the Agent Skill at https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/blob/HEAD/skills/bio-read-qc-adapter-trimming/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/bio-read-qc-adapter-trimming, but wait for my approval before writing files or running scripts.

Copying this prompt does not install or run the skill. Review third-party files before use.

Version Compatibility

Reference examples tested with: FastQC 0.12+, Trimmomatic 0.39+, cutadapt 4.4+, fastp 0.23+

Before using code patterns, verify installed versions match. If versions differ:

  • CLI: <tool> --version then <tool> --help to confirm flags

If code throws ImportError, AttributeError, or TypeError, introspect the installed package and adapt the example to match the actual API rather than retrying.

Adapter Trimming

Remove sequencing adapters from reads using Cutadapt (precise, flexible) or Trimmomatic (paired-end optimized).

"Trim adapters from reads" → Remove sequencing adapter sequences from FASTQ reads to prevent adapter contamination in downstream alignment.

  • CLI: cutadapt -a ADAPTER -o out.fq in.fq or trimmomatic PE with ILLUMINACLIP
  • CLI: fastp -i in.fq -o out.fq (auto-detects adapters)

Common Adapter Sequences

Platform/KitAdapterSequence
Illumina TruSeqRead 1 3'AGATCGGAAGAGCACACGTCTGAACTCCAGTCA
Illumina TruSeqRead 2 3'AGATCGGAAGAGCGTCGTGTAGGGAAAGAGTGT
NexteraTransposaseCTGTCTCTTATACACATCT
Small RNA3' adapterTGGAATTCTCGGGTGCCAAGG
Poly-APoly-A tailAAAAAAAAAAAAAAAA

Cutadapt

Single-End Reads

# 3' adapter (most common)
cutadapt -a AGATCGGAAGAGC -o trimmed.fastq.gz sample.fastq.gz

# 5' adapter
cutadapt -g ACGTACGT -o trimmed.fastq.gz sample.fastq.gz

# Both ends
cutadapt -a ADAPTER1 -g ADAPTER2 -o trimmed.fastq.gz sample.fastq.gz

# Multiple adapters (tries each)
cutadapt -a ADAPTER1 -a ADAPTER2 -a ADAPTER3 -o trimmed.fastq.gz sample.fastq.gz

Paired-End Reads

# Basic paired-end
cutadapt -a AGATCGGAAGAGCACACGTCTGAACTCCAGTCA \
         -A AGATCGGAAGAGCGTCGTGTAGGGAAAGAGTGT \
         -o trimmed_R1.fastq.gz -p trimmed_R2.fastq.gz \
         sample_R1.fastq.gz sample_R2.fastq.gz

# Short form for Illumina TruSeq (auto-detect)
cutadapt -a AGATCGGAAGAGC -A AGATCGGAAGAGC \
         -o trimmed_R1.fastq.gz -p trimmed_R2.fastq.gz \
         sample_R1.fastq.gz sample_R2.fastq.gz

Adapter Options

# Error rate (default 0.1 = 10% mismatches allowed)
cutadapt -a ADAPTER -e 0.15 -o out.fq in.fq

# Minimum overlap (default 3)
cutadapt -a ADAPTER -O 5 -o out.fq in.fq

# No indels in adapter alignment
cutadapt -a ADAPTER --no-indels -o out.fq in.fq

# Trim Ns from ends
cutadapt --trim-n -o out.fq in.fq

# Anchored adapters (must be at end)
cutadapt -a ADAPTER$ -o out.fq in.fq

Linked Adapters

# 5' adapter followed by 3' adapter (same read)
cutadapt -a ADAPTER1...ADAPTER2 -o out.fq in.fq

# Anchored 5' linked to 3'
cutadapt -a ^ADAPTER1...ADAPTER2 -o out.fq in.fq

Filtering After Trimming

# Minimum length (discard shorter)
cutadapt -a ADAPTER -m 20 -o out.fq in.fq

# Maximum length
cutadapt -a ADAPTER -M 150 -o out.fq in.fq

# Maximum N content
cutadapt -a ADAPTER --max-n 0.1 -o out.fq in.fq

# Discard trimmed reads
cutadapt -a ADAPTER --discard-trimmed -o out.fq in.fq

# Discard untrimmed reads
cutadapt -a ADAPTER --discard-untrimmed -o out.fq in.fq

Paired-End Filtering

# Both reads must pass minimum length
cutadapt -a ADAPT1 -A ADAPT2 -m 20 \
         -o R1.fq -p R2.fq in_R1.fq in_R2.fq

# Output too-short reads separately
cutadapt -a ADAPT1 -A ADAPT2 -m 20 \
         --too-short-output short_R1.fq --too-short-paired-output short_R2.fq \
         -o R1.fq -p R2.fq in_R1.fq in_R2.fq

Action Options

# Mask adapter instead of trim (replace with N)
cutadapt -a ADAPTER --action=mask -o out.fq in.fq

# Retain adapter but lowercase
cutadapt -a ADAPTER --action=lowercase -o out.fq in.fq

# Just find adapters, don't modify
cutadapt -a ADAPTER --action=none -o out.fq in.fq

Trimmomatic

Single-End Mode

trimmomatic SE -phred33 \
    input.fastq.gz output.fastq.gz \
    ILLUMINACLIP:adapters.fa:2:30:10

Paired-End Mode

trimmomatic PE -phred33 -threads 4 \
    input_R1.fastq.gz input_R2.fastq.gz \
    output_R1_paired.fastq.gz output_R1_unpaired.fastq.gz \
    output_R2_paired.fastq.gz output_R2_unpaired.fastq.gz \
    ILLUMINACLIP:TruSeq3-PE-2.fa:2:30:10

ILLUMINACLIP Parameters

ILLUMINACLIP:<fastaWithAdapters>:<seed>:<palindrome>:<simple>

# Parameters:
# seed - max mismatches in 16bp seed (usually 2)
# palindrome - threshold for palindrome match (usually 30)
# simple - threshold for simple match (usually 10)

# Example with all options
ILLUMINACLIP:adapters.fa:2:30:10:2:keepBothReads

Built-in Adapter Files

Trimmomatic includes adapter files:

  • TruSeq2-SE.fa - TruSeq v2 single-end
  • TruSeq2-PE.fa - TruSeq v2 paired-end
  • TruSeq3-SE.fa - TruSeq v3 single-end
  • TruSeq3-PE.fa - TruSeq v3 paired-end
  • TruSeq3-PE-2.fa - TruSeq v3 PE (palindrome mode)
  • NexteraPE-PE.fa - Nextera paired-end

Find Trimmomatic Adapters

# Find adapter directory
TRIMMOMATIC_JAR=$(which trimmomatic | xargs dirname)/../share/trimmomatic-*/adapters/

# Or with conda
ls $CONDA_PREFIX/share/trimmomatic-*/adapters/

Performance

# Cutadapt with multiple cores
cutadapt -j 8 -a ADAPTER -o out.fq in.fq

# Trimmomatic threads
trimmomatic PE -threads 8 ...

Verify Trimming

# Check adapter removal with FastQC
fastqc trimmed.fastq.gz

# Count reads before/after
zcat input.fastq.gz | wc -l
zcat trimmed.fastq.gz | wc -l

Related Skills

  • quality-reports - Check adapter content with FastQC
  • quality-filtering - Quality trimming after adapter removal
  • fastp-workflow - Combined adapter and quality trimming