Dataset Information

Bulk and single RNA sequencing on the role of Igf2bp2 in myeloid-biased HSC

ABSTRACT: Using RNA sequencing analysis on myeloid biased HSC, we compared gene expression profiles between WT and Igf2bp2 knock-out mice at young and old age. 1421 differentially expressed genes were identified in young myeloid biased HSC from Igf2bp2 knock-out mice compared to young WT; however, only 26 differentially expressed genes were identified in old myeloid biased HSC from Igf2bp2 knock-out mice compared to old WT. Compared to young WT myeloid biased HSC, myeloid biased HSC from young Igf2bp2 knock-out exhibits reduced expression of genes involved in metabolism and translation. In addition, single cell RNA sequencing analysis of myeloid biased HSC in young wildtype mice identified nine sub-clusters. HSCs from a sub-cluster with high expression of Igf2bp2 exhibit up-regulated IGF/PI3K/AKT signaling and increased expression of genes involved in HSC quiescence and maintenance. Altogether, the study provides a correlation and mechanism to understand the role of Igf2bp2 in HSC function and aging.

ORGANISM(S): Mus musculus

PROVIDER: GSE166176 | GEO | 2021/02/05

REPOSITORIES: GEO

ACCESS DATA

Dataset's files

Source:

			Action	DRS
		Other

Items per page:

1 - 1 of 1

Similar Datasets

Project description:Purpose: The histone H3 lysine 36 methyltransferase SETD2 is frequently mutated in various cancers, including leukemia. However, there has not been any functional model to show the contribution of SETD2 in hematopoiesis or the causal role of SETD2 mutation in tumorigenesis. In this study, using a conditional Setd2 knock-out (KO) mouse model, we show that Setd2 deficiency skews hematopoietic differentiation and impaired HSC (hematopoietic stem cell) self-renewal. Intriguingly, Setd2-deleted HSCs, through a latency period, can acquire abilities to overcome the growth disadvantage and eventually develop into hematopoietic malignancy characteristic of myelodysplastic syndrome (MDS). This study aimed at finding the mechanism controlled by Setd2, which was required for MDS formation. Methods: Young and old Setd2 WT and KO LSKs (Lin-c-Kit+Sca1+) were generated by deep RNA-seq, using Illumina Hiseq2500. Using Stringtie (version:1.3.0) software to analyze the sequence reads that passed quality filter to acquire the expression level of all genes. qRT–PCR validation was performed using SYBR Green assays. Young Setd2 WT and KO LSKs were also generated by whole genome bisulfite sequencing (WGBS), using Illumina Hiseq2500. Results: Using an optimized data analysis workflow, 246 genes down-regulated and 226 up-regulated, showed significant differential expression (fold change, FC ≤ 0.5 or FC ≥ 2; p < 0.05) between young WT and KO LSKs. Old LSKs displayed about 1112 down-regulated and 777 up-regulated genes between WT and KO. The results of WGBS showed that the Setd2 KO genome carries a much larger number of hypomethylated DMRs (different methylation regions) relative to hypermethylated ones (5,839 versus 1,294). Conclusions: Through RNA-seq, gene expression profile of young Setd2-deleted LSKs partially resembles the Dnmt3a/Tet2 double knock-out. WGBS also indicated that Setd2 deficiency can regulate the distribution of whole genome DNA methylation. Furthermore, young Setd2 deficiency also induces DNA replication stress in HSCs, as reflected by activated E2F gene regulatory network and repressed ribonucleotide reductase subunit Rrm2b. Old Setd2-deleted LSKs displayed a MDS related transcriptional signature.

Dataset Information

Bulk and single RNA sequencing on the role of Igf2bp2 in myeloid-biased HSC

Dataset's files

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets