跳到主要内容
知仓学习社ZHICANG

bio-read-qc-adapter-trimming

Remove sequencing adapters from FASTQ files using Cutadapt and Trimmomatic. Supports single-end and paired-end reads, Illumina TruSeq, Nextera, and …

不碰外部(只输出文字)无严重或高危命中FreedomIntelligence/OpenClaw-Medical-Skills

它会碰到什么

扫了多少3 个文本文件,9 KB
它会碰到什么不碰外部(只输出文字)
命中总数0 处
命中统计严重 0 · 高 0 · 中 0 · 低 0

这一栏是扫描器报的事实,不是结论。命中多不等于有毒(安全工具、规则库、示例脚本本来就会包含危险写法),命中少也不等于干净。它和你手上的凭据、文件、网络有什么关系,需要你自己看。

技能内容

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/Kit | Adapter | Sequence |

|--------------|---------|----------|

| Illumina TruSeq | Read 1 3' | AGATCGGAAGAGCACACGTCTGAACTCCAGTCA |

| Illumina TruSeq | Read 2 3' | AGATCGGAAGAGCGTCGTGTAGGGAAAGAGTGT |

| Nextera | Transposase | CTGTCTCTTATACACATCT |

| Small RNA | 3' adapter | TGGAATTCTCGGGTGCCAAGG |

| Poly-A | Poly-A tail | AAAAAAAAAAAAAAAA |

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

想直接用这个技能?

本站把开放许可(MIT / Apache 等)的技能按仓库打包整理到网盘,点一下转存到你自己的网盘,不用一个个从 GitHub 拉。许可未声明的技能只给原始仓库链接,不打包。

它属于哪个仓库

星标★ 3,010
本站分层T1
该仓技能数897
原文件路径skills/bio-read-qc-adapter-trimming/SKILL.md

同一个仓库里的其他技能

看这个仓库的全部 897 个技能