Modifications to both hardware and enzymatic reactions used in single cell analyses such as but not limited to Seq-well that enable significant increases in the yield of transcripts per cell, portability and ease of use, increased scalability of the assay, and linkage of transcript information to other measurements made in the picowell arrays are disclosed.