Open access
Aug 2026
scGPA: an LLM-assisted workflow for directional virtual gene perturbation analysis from single-cell transcriptomes
ScGPA provides a practical workflow system for predicting and prioritizing direction-specific downstream transcriptional responses after target-gene perturbation, and supports target-gene function inference and downstream mechanistic investigation from single-cell transcriptomic data.
Haijun Tang, Hening Li, Qing-Hao Zhao et al.
· BMC Genomics · 0 citations