Disclosed herein include systems, methods, compositions, and kits for multiplexing single-cell RNA-sequencing (scRNA-seq) samples. In some embodiments, the methods comprise chemically tagging cells with identifying sample tags (e.g., barcoded DNA oligonucleotides).