数据与复现生物信息与基因组学FreedomIntelligence/OpenClaw-Medical-Skills数据与复现
BI

bio-paired-end-fastq

维护者 FreedomIntelligence · 最近更新 2026年4月1日

Handle paired-end FASTQ files (R1/R2) using Biopython. Use when working with Illumina paired reads, synchronizing pairs, interleaving/deinterleaving, or filtering paired data.

OpenClawNanoClaw分析处理复现实验bio-paired-end-fastq🧬 bioinformatics (gptomics bio-* suite)bioinformatics — sequencing & read qchandle

原始来源

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-paired-end-fastq

维护者
FreedomIntelligence
许可
MIT
最近更新
2026年4月1日

技能摘要

来自 SKILL.md 的关键信息

2 min

核心说明

  • Python:SeqIO.parse() ,支持 zip() iteration (BioPython)。
  • Work ,支持 my paired-end FASTQ files" → Iterate R1/R2 pairs in sync,filter both mates together,interleave/deinterleave files,、 auto-detect paired file naming. Python:SeqIO.parse() ,支持 zip() iteration (BioPython)。
  • Handle paired-end sequencing data (R1/R2 files) ,使用 Biopython。

原始文档

SKILL.md 摘录

Paired File Naming Conventions

Common patterns for paired files:

  • sample_R1.fastq / sample_R2.fastq
  • sample_1.fastq / sample_2.fastq
  • sample_R1_001.fastq / sample_R2_001.fastq

Memory-Efficient Paired Filtering

Goal: Quality-filter paired reads while maintaining R1/R2 synchronization without loading all reads into memory.

Approach: Stream both files in lockstep with zip, evaluate both mates, and write only pairs where both pass.

Reference (BioPython 1.83+):

Create Interleaved File

Goal: Merge separate R1/R2 files into a single interleaved file (R1, R2, R1, R2, ...).

Approach: Zip both iterators together and yield alternating records through a generator.

Reference (BioPython 1.83+):

适用场景

  • 适合在working ,支持 Illumina paired reads,synchronizing pairs,interleaving/deinterleaving,或 filtering paired data时使用。

不适用场景

  • Do not rely on this catalog entry alone ,用于 installation 或 maintenance details。

上游相关技能

  • read-sequences - Parse individual FASTQ files
  • fastq-quality - Quality filtering before paired processing
  • filter-sequences - Additional filtering criteria
  • compressed-files - Handle gzipped paired files
  • alignment-files - After filtering, align paired reads with bwa mem; proper pairs in BAM

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