bio-read-alignment-bowtie2-alignment

# Build index from reference FASTA bowtie2-build reference.fa reference_index

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Install skill "bio-read-alignment-bowtie2-alignment" with this command: npx skills add gptomics/bioskills/gptomics-bioskills-bio-read-alignment-bowtie2-alignment

Bowtie2 Alignment

Build Index

Build index from reference FASTA

bowtie2-build reference.fa reference_index

With threads (faster)

bowtie2-build --threads 8 reference.fa reference_index

Creates: reference_index.1.bt2, .2.bt2, .3.bt2, .4.bt2, .rev.1.bt2, .rev.2.bt2

Basic Alignment

Paired-end reads

bowtie2 -p 8 -x reference_index -1 reads_1.fq.gz -2 reads_2.fq.gz -S aligned.sam

Single-end reads

bowtie2 -p 8 -x reference_index -U reads.fq.gz -S aligned.sam

Direct to sorted BAM

bowtie2 -p 8 -x reference_index -1 r1.fq.gz -2 r2.fq.gz |
samtools sort -@ 4 -o aligned.sorted.bam -

Alignment Modes

End-to-end mode (default) - align entire read

bowtie2 --end-to-end -x index -1 r1.fq -2 r2.fq -S aligned.sam

Local mode - soft-clip ends for better alignment

bowtie2 --local -x index -1 r1.fq -2 r2.fq -S aligned.sam

Sensitivity Presets

Very fast (less sensitive)

bowtie2 --very-fast -x index -1 r1.fq -2 r2.fq -S aligned.sam

Fast

bowtie2 --fast -x index -1 r1.fq -2 r2.fq -S aligned.sam

Sensitive (default)

bowtie2 --sensitive -x index -1 r1.fq -2 r2.fq -S aligned.sam

Very sensitive (slower but more accurate)

bowtie2 --very-sensitive -x index -1 r1.fq -2 r2.fq -S aligned.sam

Local mode equivalents

bowtie2 --very-sensitive-local -x index -1 r1.fq -2 r2.fq -S aligned.sam

ChIP-seq Alignment

Typical ChIP-seq settings

bowtie2 -p 8
--very-sensitive
--no-mixed
--no-discordant
-x index -1 chip_1.fq.gz -2 chip_2.fq.gz |
samtools view -bS -q 30 -F 4 - |
samtools sort -o chip.sorted.bam -

ATAC-seq Alignment

ATAC-seq with size selection

bowtie2 -p 8
--very-sensitive
-X 2000 \ # Max fragment length --no-mixed
--no-discordant
-x index -1 atac_1.fq.gz -2 atac_2.fq.gz |
samtools view -bS -q 30 - |
samtools sort -o atac.sorted.bam -

Fragment Size Options

Set expected insert size range

bowtie2 -p 8
-I 100 \ # Minimum fragment length -X 500 \ # Maximum fragment length -x index -1 r1.fq -2 r2.fq -S aligned.sam

Read Group and Output Options

Add read group

bowtie2 -p 8
--rg-id sample1
--rg SM:sample1
--rg PL:ILLUMINA
--rg LB:lib1
-x index -1 r1.fq -2 r2.fq -S aligned.sam

Multi-mapping Reads

Report up to k alignments per read

bowtie2 -k 5 -x index -1 r1.fq -2 r2.fq -S aligned.sam

Report all alignments

bowtie2 -a -x index -1 r1.fq -2 r2.fq -S aligned.sam

Output Unmapped Reads

Write unmapped reads to separate files

bowtie2 -p 8
--un-conc-gz unmapped_%.fq.gz
-x index -1 r1.fq.gz -2 r2.fq.gz -S aligned.sam

Key Parameters

Parameter Default Description

-p 1 Number of threads

-x

Index basename

-1/-2

Paired-end reads

-U

Single-end reads

-I 0 Min fragment length

-X 500 Max fragment length

-k 1 Report up to k alignments

--no-mixed off Suppress unpaired alignments

--no-discordant off Suppress discordant alignments

Alignment Statistics

Bowtie2 prints alignment summary to stderr

bowtie2 -p 8 -x index -1 r1.fq -2 r2.fq -S aligned.sam 2> alignment_stats.txt

Example output:

1000000 reads; of these: 1000000 (100.00%) were paired; of these: 50000 (5.00%) aligned concordantly 0 times 900000 (90.00%) aligned concordantly exactly 1 time 50000 (5.00%) aligned concordantly >1 times 95.00% overall alignment rate

Related Skills

  • read-qc/fastp-workflow - Preprocess reads before alignment

  • alignment-files/alignment-sorting - Post-alignment processing

  • chip-seq/peak-calling - ChIP-seq analysis

  • atac-seq/atac-peak-calling - ATAC-seq analysis

Source Transparency

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