Analysis of single-cell RNA-seq in human (293T) and mouse (3T3) cell lines
20 (link), and in mouse haematopoietic stem cells
21 (link) revealed in each case two prominent cell cycle expression programs that overlap considerably with genes that are known to function in replication and mitosis, respectively, and that have also been found to be expressed at G1/S phases and G2/M phases, respectively, in bulk samples of synchronized HeLa cells
33 (link). We thus defined a core set of 43 G1/S and 55 G2/M genes that included those genes that were detected in the corresponding expression clusters in all four datasets from the three studies described above (
Supplementary Table 2). As expected, the genes in each of those expression programs were highly co-regulated in a small fraction of the oligodendroglioma cells, such that some cells expressed only the G1/S or the G2/M programs and other cells expressed both programs (
Extended Data Fig. 6a). Plotting the average expression of these programs revealed an approximate circle (
Fig. 3a), which we hypothesize describes the progression along the cell cycle. Putative cycling cells were identified by at least a twofold upregulation and a
t-test
P value < 0.01 for either the G1/S or the G2/M gene set compared to the average of all cells. Although we cannot confidently define the regions that correspond to each phase of the cell cycle in an automatic way, we manually defined four regions in the apparent circle and assigned them to approximate cell cycle phases.
Tirosh I., Venteicher A.S., Hebert C., Escalante L.E., Patel A.P., Yizhak K., Fisher J.M., Rodman C., Mount C., Filbin M.G., Neftel C., Desai N., Nyman J., Izar B., Luo C.C., Francis J.M., Patel A.A., Onozato M.L., Riggi N., Livak K.J., Gennert D., Satija R., Nahed B.V., Curry W.T., Martuza R.L., Mylvaganam R., Iafrate A.J., Frosch M.P., Golub T.R., Rivera M.N., Getz G., Rozenblatt-Rosen O., Cahill D.P., Monje M., Bernstein B.E., Louis D.N., Regev A, & Suvà M.L. (2016). Single-cell RNA-seq supports a developmental hierarchy in human oligodendroglioma. Nature, 539(7628), 309-313.