Jianjie Mao

Method Choice, Not Biology, Determines In Silico Perturbation Results: A Systematic Evaluation of Eight Methods Across Four Datasets

Computer methods that simulate gene knockout experiments from single-cell RNA sequencing data are increasingly popular, but researchers lack guidance on which method to choose, so preliminary guidance for method selection is established, including cross-pathway validation, direction-aware benchmarking, and minimum data...