As training-dataset to derive the Epi-Pluri-Score we used 258 DNAm profiles, which were retrieved from the NCBI Gene Expression Omnibus (GEO) database (series numbers: GSE29290, GSE30870, GSE31848, GSE37066, and GSE40909; Supplemental Table S1 ). All of these DNAm profiles were generated on the Illumina HumanMethylation450 BeadChip22 (link). Raw data were transformed into β-values, and manually classified as pluripotent, somatic, or in vitro differentiated based on the sample description on the GEO website as well as additional information in accompanying publications (pESCs and ECs were excluded for derivation of the Epi-Pluri-Score). Cells considered as pluripotent are ESCs or iPSCs and were reported to be tested for their pluripotency by teratoma formation or PluriTest analysis as well as by staining of typical pluripotency markers in the respective publications.
For rigorous validation of the Epi-Pluri-Score we used an independent dataset with 2,216 samples, which were analyzed on the Illumina HumanMethylation27 BeadChip (GEO series numbers: GSE24676, GSE25047, GSE25083, GSE25089, GSE25538, GSE26033, GSE26126, GSE26519, GSE26543, GSE26683, GSE27130, GSE29661, GSE29871, GSE30090, GSE30456, GSE30601, GSE30653, GSE30759, GSE32393, GSE32861, GSE32866, GSE34035, GSE34869, GSE36812, GSE36829, GSE40097, and GSE42646;Supplemental Table S2 ). DNAm profiles of parthenogenic ESCs, embryonic carcinomas, and teratocarcinomas were initially excluded.
For rigorous validation of the Epi-Pluri-Score we used an independent dataset with 2,216 samples, which were analyzed on the Illumina HumanMethylation27 BeadChip (GEO series numbers: GSE24676, GSE25047, GSE25083, GSE25089, GSE25538, GSE26033, GSE26126, GSE26519, GSE26543, GSE26683, GSE27130, GSE29661, GSE29871, GSE30090, GSE30456, GSE30601, GSE30653, GSE30759, GSE32393, GSE32861, GSE32866, GSE34035, GSE34869, GSE36812, GSE36829, GSE40097, and GSE42646;