Likelihood-based deconvolution of bulk gene expression data using single-cell references

(Downloading may take up to 30 seconds. If the slide opens in your browser, select File -> Save As to save it.)

Click on image to view larger version.

Figure 4.
Figure 4.

Deconvolution results for real bulks from the Tabula Muris Senis. Roughly 40 real bulk samples across 10 ages were deconvolved using RNA-Sieve in each of the limb muscle (A), bone marrow (B), and spleen (C). In all cases, Smart-seq2 data were used as the reference. Each point represents the inferred proportion for a given cell type in a bulk sample. Lines display the smoothed trend of proportions as a function of age, with uncertainty shown by the shaded intervals.

This Article

  1. Genome Res. 31: 1794-1806

Preprint Server