TY - JOUR
T1 - OMICX
T2 - An AI-powered web platform for integrative analysis of multi-condition single-cell transcriptomics data
AU - Fan, Yue
AU - Ning, Jin
AU - Wang, Long
AU - Yang, Sheng
AU - Sun, Shiquan
N1 - Publisher Copyright:
Copyright © 2026. Published by Elsevier Inc.
PY - 2026/5
Y1 - 2026/5
N2 - Here, we introduce OMICX, an interactive, code-free web platform powered by a large language model (LLM) assistant, OMICX-Agent. This intelligent agent enables users to conduct comprehensive single-cell data analyses through natural language conversations, making advanced bioinformatics accessible to all. OMICX-Agent guides users through standard scRNA-seq processing workflows, multi-sample and multi-condition analyses, and integrative studies combining single-cell data with bulk RNA-seq or GWAS summary statistics. We demonstrate OMICX's versatility across three real-world case studies, showcasing its applications in an integrative analysis of scRNA-seq and GWAS summary data; an integrative analysis of scRNA-seq and bulk RNA-seq data; complex multi-condition scRNA-seq data analysis. Designed with usability and reproducibility in mind, OMICX empowers researchers to extract biological insights with ease and confidence. The platform is freely available at https://sqsun.github.io/software.html .
AB - Here, we introduce OMICX, an interactive, code-free web platform powered by a large language model (LLM) assistant, OMICX-Agent. This intelligent agent enables users to conduct comprehensive single-cell data analyses through natural language conversations, making advanced bioinformatics accessible to all. OMICX-Agent guides users through standard scRNA-seq processing workflows, multi-sample and multi-condition analyses, and integrative studies combining single-cell data with bulk RNA-seq or GWAS summary statistics. We demonstrate OMICX's versatility across three real-world case studies, showcasing its applications in an integrative analysis of scRNA-seq and GWAS summary data; an integrative analysis of scRNA-seq and bulk RNA-seq data; complex multi-condition scRNA-seq data analysis. Designed with usability and reproducibility in mind, OMICX empowers researchers to extract biological insights with ease and confidence. The platform is freely available at https://sqsun.github.io/software.html .
KW - AI-assistant analysis
KW - Multi-condition analysis
KW - Multi-omics integration
KW - Single-cell transcriptomics
KW - Web platform
UR - https://www.scopus.com/pages/publications/105034714409
U2 - 10.1016/j.ygeno.2026.111243
DO - 10.1016/j.ygeno.2026.111243
M3 - 文章
AN - SCOPUS:105034714409
SN - 0888-7543
VL - 118
JO - Genomics
JF - Genomics
IS - 3
M1 - 111243
ER -