Which Python libraries are recommended by this skill?

The skill focuses on using GEOparse for data retrieval and Biopython's Entrez module for searching the NCBI database.

Can I download large datasets directly?

Yes, the skill includes specific patterns for direct FTP access to download compressed matrix and SOFT files efficiently.

What is the NCBI GEO Database Access skill used for?

It is used to programmatically interact with the Gene Expression Omnibus to search for studies, download expression data (GSE, GSM, GPL), and parse metadata for biological research.

Does it support gene-specific searches?

Yes, it provides capabilities to search GEO Profiles by gene name and organism to see expression patterns across different studies.

NCBI GEO Database Access

Name: NCBI GEO Database Access
Author: Activer007

byActiver007

0•

Ciencia de Datos y ML

Accesses and retrieves gene expression data from the NCBI Gene Expression Omnibus (GEO) for transcriptomics and functional genomics analysis.

This skill empowers Claude to navigate and interact with the NCBI Gene Expression Omnibus (GEO), the world's largest public repository for high-throughput functional genomics data. It provides standardized implementation patterns for searching, downloading, and parsing Series (GSE), Samples (GSM), and Platforms (GPL). By leveraging specialized libraries like GEOparse and Biopython's Entrez, the skill streamlines the complex process of retrieving raw or processed expression matrices and associated metadata, making it an essential tool for bioinformaticians and researchers performing meta-analyses or validating experimental results.

Características Principales

01Metadata extraction for experimental design and sample characteristics

020 GitHub stars

03Programmatic search of GEO DataSets and Profiles via Entrez E-utilities

04Automated retrieval of Series Matrix and SOFT files using GEOparse

05Direct FTP access patterns for high-speed downloading of large genomic datasets

06Filtering and subsetting tools for large-scale expression matrices

Casos de Uso

01Automating the collection of experimental metadata for large-scale bioinformatics pipelines

02Identifying and downloading relevant RNA-seq or microarray datasets for differential gene expression analysis

03Performing cross-study validation of biomarkers by querying specific gene profiles across multiple series

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add activer007/ordinary-claude-skills geo-database

For use in Claude.ai and ChatGPT

Características Principales

01Metadata extraction for experimental design and sample characteristics

020 GitHub stars

03Programmatic search of GEO DataSets and Profiles via Entrez E-utilities

04Automated retrieval of Series Matrix and SOFT files using GEOparse

05Direct FTP access patterns for high-speed downloading of large genomic datasets

06Filtering and subsetting tools for large-scale expression matrices

Casos de Uso

01Automating the collection of experimental metadata for large-scale bioinformatics pipelines

02Identifying and downloading relevant RNA-seq or microarray datasets for differential gene expression analysis

03Performing cross-study validation of biomarkers by querying specific gene profiles across multiple series