(A, B) Signature score (color bar, STAR Methods) of either adult [(Han et al., 2018; Zhang et al., 2019); (A), z-score)] or embryonic [(Cao et al., 2019; Nowotschin et al., 2019); (B), z-score)] mouse cell signatures in
the cells of each cluster (columns). In (B), signatures (rows) are
ordered from most differentiated (top) to most primitive (bottom) cells.
(C) PHATE maps (as in Figure
1D), with cells (dots) colored by expression (Log2(TPX+1),
color bar) of Nkx2–1, Hnf4a, and
Hmga2. (D, E) Five key gene programs highlight
alternative cell type programs, two key transition states and an EMT-like state.
PHATE map (as in Figure 1D), with cells
(dots) colored either by the activity of each program (D, NMF
loading, color bar, see Figure
S2C for additional programs, STAR
Methods) or by the expression level (E,
Log2(TPX+1), color bar) of a selected marker from the corresponding
program. (F) Immunofluorescence for Lysozyme (AT2-like program),
Claudin-2 (hepatocyte-like program), and Claudin-4 (highly mixed program). Pink
numbered arrowheads indicate cell states or transitions in (D-F): 1 - AT2-like
(lysozyme) to Embryonic liver-like (Claudin-2) transition; 2 – Embryonic
liver-like (Claudin-2) to Highly mixed (Claudin-4) transition; 3 - Highly mixed
program (Claudin-4). Scale bar: 20 μm. (G) Cells from
cluster 5 show significantly elevated activity of the Highly mixed NMF program
(t-test, p < 1×10
−16). (H) Cell scores for Highly mixed
program (y axis) and a cluster 5 signature (x axis). Pearson
R2 = 0.78. Lighter dot color indicates higher
cell density. (I) PHATE map embedding as in Figure 1D, with cells (dots) colored by score of the
highly mixed program (left) or by cluster 5 membership (blue, middle). Right:
Proportion of cells (y axis) from cluster 5 (blue) in each
sample (mouse or tumor; x axis), ordered by tumor progression.
See also related
Figure S2
and
Table S2.