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Series GSE60955 Query DataSets for GSE60955
Status Public on Nov 17, 2015
Title The metabolome regulates the epigenetic landscape during naïve to primed human embryonic stem cell transition
Organisms Homo sapiens; Mus musculus
Experiment type Expression profiling by high throughput sequencing
Non-coding RNA profiling by high throughput sequencing
Genome binding/occupancy profiling by high throughput sequencing
Summary We performed mRNA-seq and small RNA-seq on the newly derived ELF human naïve pluripotent stem cell line and compared with the existing H1 human primed line. Expression analysis revealed that mitochondria oxidative phosphorylation and fatty acid beta-oxidaton is up-regulated in naive state while fatty acid synthesis is up-regulated in primed state. Small RNA-seq revealed consistent expression changes in microRNAs that target key fatty acid beta-oxidation and synthesis genes. Integration with metabolomics data revealed consistent changes in the expression of NNMT (higher in naive state) and IDO1 (higher in primed state) and in the concentration of corresponding metabolic substrates and products. As a regulator of S-Adenosyl methionine (SAM) level, NNMT is proposed as a candidate regulator of epigenetic states. ChIP-seq analysis releaved that naive lines have lower H3K27me3 marks in developmental genes. Inhibition of STAT3, a known regulator of NNMT, reduces NNMT expression level and decreases overall H3K27me3 marks around transcriptional start sites. In particular, STAT3 inhibitor treatment increased H3K27me3 marks in 313 genes that also have higher H3K27me3 marks in primed state than naive state. These 313 genes are enriched with developmental functions, and include several WNT pathway genes. In summary, integrative analysis of RNA-seq, ChIP-seq and metabolomics data revealed key metabolic differences between naive and primed pluripotency and identified NNMT as a key regulator of epigeneitc state.
 
Overall design 2 biological replicates for ELF RNA-seq; 2 biological replicates for ELF small RNA-seq; one sample for ELF H3K27me3 ChIP-seq and one sample as input; one sample for ELF treated with STAT3 inhibitor for 6 hours and one sample as input.

UPDATE: We performed RNA-seq on two additional human naïve embronic stem cell lines (H1 4iLIF and Lis1), as well as mouse in vivo preimplantation inner cell mass and postimplantation epiblast. These RNA-seq samples are included in the naïve vs. primed comparisons in the study; 2 biological replicates of H1 4iLIF; 2 biological replicates of Lis1; 3 biological replicates of mouse preimplantation inner cell mass; 2 biological replicates of mouse postimplantation epiblast.
 
Contributor(s) Sperber H, Mathieu J, Wang Y
Citation(s) 26571212
Submission date Aug 29, 2014
Last update date Mar 08, 2022
Contact name Hannele Ruohola-Baker
E-mail(s) hannele@u.washington.edu
Organization name Institute for Stem Cell and Regenerative Medicine
Street address 850 Republican Street
City Seattle
State/province WA
ZIP/Postal code 98109
Country USA
 
Platforms (2)
GPL11154 Illumina HiSeq 2000 (Homo sapiens)
GPL13112 Illumina HiSeq 2000 (Mus musculus)
Samples (18)
GSM1494448 H1 mRNA rep 1
GSM1494449 ELF mRNA rep 1
GSM1494450 ELF mRNA rep 2
Relations
BioProject PRJNA259889
SRA SRP045911

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE60955_H14iLIF_Lis1_counts.txt.gz 337.6 Kb (ftp)(http) TXT
GSE60955_RAW.tar 48.3 Mb (http)(custom) TAR (of WIG)
GSE60955_mouse_ICM_Epiblast_counts.txt.gz 221.3 Kb (ftp)(http) TXT
GSE60955_mrna-counts.tsv.gz 304.4 Kb (ftp)(http) TSV
GSE60955_smrna-counts.tsv.gz 10.1 Kb (ftp)(http) TSV
SRA Run SelectorHelp
Raw data are available in SRA
Processed data are available on Series record
Processed data provided as supplementary file

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