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-long-read-sequencing-isoseq-analysis

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

Analyze PacBio Iso-Seq data for full-length isoform discovery and quantification. Use when characterizing transcript diversity or identifying novel splice variants.

OpenClawNanoClaw分析处理复现实验bio-long-read-sequencing-isoseq-analysis🧬 bioinformatics (gptomics bio-* suite)bioinformatics — sequencing & read qcanalyze

原始来源

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-long-read-sequencing-isoseq-analysis

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

  • CLI:isoseq3 refine → isoseq3 cluster → pbmm2 align → sqanti3_qc.py。
  • 分析 full-length isoforms ,面向 my Iso-Seq data" → Process PacBio HiFi reads through CCS generation,primer removal,聚类,、 isoform 分类 to discover novel transcript variants. CLI:isoseq3 refine → isoseq3 cluster → pbmm2 align → sqanti3_qc.py。
  • ccs input.subreads.bam ccs.bam \ --min-rq 0.9 \ --min-passes 3 \ --num-threads 32。

原始文档

SKILL.md 摘录

Iso-Seq specific primer removal

lima ccs.bam primers.fasta demux.bam
--isoseq
--peek-guess
--num-threads 16

Remove polyA tails and concatemers

isoseq3 refine demux.primer_5p--primer_3p.bam primers.fasta refined.bam
--require-polya
--min-polya-length 20

Check refinement stats

cat refined.filter_summary.json | jq

适用场景

  • 适合在characterizing transcript diversity 或 identifying novel splice variants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

  • long-read-sequencing/basecalling - ONT/PacBio basics
  • rna-quantification/alignment-free-quant - Expression analysis
  • genome-intervals/gtf-gff-handling - GTF/GFF handling
  • differential-expression/timeseries-de - Differential isoform usage

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