A comparative study of endoderm differentiation in humans and chimpanzees
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PROVIDER: PRJNA385016 | ENA |
REPOSITORIES: ENA
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Project description:There is substantial interest in the genetic regulatory framework that is established in early human development, and in the evolutionary forces that shaped early developmental processes in humans. Progress in these areas has been slow because it is difficult to obtain relevant biological samples. Recent technological developments in the generation and differentiation of inducible pluripotent stem cells (iPSCs) provide the ability to develop in vitro models of early human and non-human primates developmental stages. We have previously established matched iPSC panels from humans and chimpanzees. Using these panels, we comparatively characterized gene regulatory changes through a four-day timecourse differentiation of iPSCs (day 1) into primary streak (day 2), endoderm progenitors (day 3), and definitive endoderm (day 4). As might be expected, we found that differentiation stage (in effect, cell type) is the major driver of variation in gene expression levels in our study, followed by species. We then identified thousands of differentially expressed genes between humans and chimpanzees in each differentiation stage. Yet, when we considered gene-specific dynamic regulatory trajectories throughout the timecourse, we found that 75% of genes, including nearly all known endoderm developmental markers, have conserved trajectories in the two species. Interestingly, we observed a marked reduction of both intra- and inter-species variation in gene expression levels in primitive streak samples compared to the iPSCs, with a recovery of variation in endoderm progenitors. The reduction in variation in gene expression levels at a specific developmental stage, paired with the high degree of conservation of temporal expression across species, is consistent with the dynamics of developmental canalization. Overall, we conclude that endoderm development in iPSC-based models are highly conserved and canalized between humans and our closest evolutionary relative.
2017-05-02 | GSE98411 | GEO
Project description:BackgroundThere is substantial interest in the evolutionary forces that shaped the regulatory framework in early human development. Progress in this area has been slow because it is difficult to obtain relevant biological samples. Induced pluripotent stem cells (iPSCs) may provide the ability to establish in vitro models of early human and non-human primate developmental stages.ResultsUsing matched iPSC panels from humans and chimpanzees, we comparatively characterize gene regulatory changes through a four-day time course differentiation of iPSCs into primary streak, endoderm progenitors, and definitive endoderm. As might be expected, we find that differentiation stage is the major driver of variation in gene expression levels, followed by species. We identify thousands of differentially expressed genes between humans and chimpanzees in each differentiation stage. Yet, when we consider gene-specific dynamic regulatory trajectories throughout the time course, we find that at least 75% of genes, including nearly all known endoderm developmental markers, have similar trajectories in the two species. Interestingly, we observe a marked reduction of both intra- and inter-species variation in gene expression levels in primitive streak samples compared to the iPSCs, with a recovery of regulatory variation in endoderm progenitors.ConclusionsThe reduction of variation in gene expression levels at a specific developmental stage, paired with overall high degree of conservation of temporal gene regulation, is consistent with the dynamics of a conserved developmental process.
| S-EPMC6191992 | biostudies-literature
Project description:Genome wide DNA methylation profiling of captive chimpanzees of ages spanning the chimpanzee lifespan (whole blood) Methylation levels have been shown to change with age at sites across the human genome. Change at some of these sites is so consistent across individuals that it can be used as an “epigenetic clock” to predict an individual’s chronological age within a few years. Studies of age-related epigenetic change in other mammals, including mice, whales, and canids, show that some but not all of the same loci as in humans undergo age-associated methylation changes. An in-depth comparison of chimpanzees with humans is of interest because the two species are genetically similar but differ in lifespan. To this end, we profiled genome-wide blood methylation levels for 113 samples from 83 chimpanzees aged 1-58 years (26 chimpanzees were sampled at multiple ages during their lifespan). We used this data to build a chimpanzee-specific epigenetic clock model as well as to compare genome-wide patterns of change with age between humans and chimpanzees more generally.
2020-08-23 | GSE136296 | GEO
Project description:Gene expression profiling in brain of three adult humans and three adult chimpanzees
2004-05-27 | E-MEXP-43 | biostudies-arrayexpress
Project description:Genome-wide prefrontal cortex and cerebellum DNA methylation profiles of younger and older adult humans, captive chimpanzees, and captive rhesus macaques
2021-04-07 | GSE154403 | GEO
Project description:Despite anatomical similarities, there are differences in susceptibility to cardiovascular disease (CVD) between primates; humans are prone to myocardial ischemia, while chimpanzees are prone to myocardial fibrosis. Induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) allow for direct inter-species comparisons of the gene regulatory response to CVD-relevant perturbations such as oxygen deprivation, a consequence of ischemia. To gain insight into the evolution of disease susceptibility, we characterized gene expression levels in iPSC-CMs in humans and chimpanzees, before and after hypoxia and re-oxygenation. The transcriptional response to hypoxia is generally conserved across species, yet we were able to identify hundreds of species-specific regulatory responses including in genes previously associated with CVD. The 1,920 genes that respond to hypoxia in both species are enriched for loss-of-function intolerant genes; but are depleted for expression quantitative trait loci and cardiovascular-related genes. Our results indicate that response to hypoxic stress is highly conserved in humans and chimpanzees.
2019-04-10 | GSE117192 | GEO
Project description:Age-Associated Epigenetic Change in Chimpanzees and Humans
| PRJNA562025 | ENA
Project description:Sixty-one array-CGH experiments were performed on the human WGTP platform, comparing: (1) 30 unrelated chimpanzees to a single chimpanzee reference individual, (2) 30 unrelated humans to a single human reference individual and (3) the chimpanzee reference individual to the human reference individual.
2008-08-28 | E-TABM-479 | biostudies-arrayexpress
Project description:We used embryoid bodies to compare differences in gene expression between humans and chimpanzees in a large number of cell types
2023-04-11 | GSE201516 | GEO
Project description:During mammalian pre-implantation development, the cells of the blastocyst’s inner cell mass differentiate into the epiblast and primitive endoderm lineages, which give rise to the fetus and extra-embryonic tissues, respectively. Extra-embryonic endoderm differentiation can be modeled in vitro by induced expression of GATA transcription factors in mouse embryonic stem cells. Here we use this GATA-inducible system to quantitatively monitor the dynamics of global proteomic changes during the early stages of this differentiation event and also investigate the fully differentiated phenotype, as represented by embryo-derived extra-embryonic endoderm (XEN) cells. Using mass spectrometry-based quantitative proteomic profiling with multivariate data analysis tools, we reproducibly quantified 2,336 proteins across three biological replicates and have identified clusters of proteins characterized by distinct, dynamic temporal abundance profiles. We first used this approach to highlight novel marker candidates of the pluripotent state and extra-embryonic endoderm differentiation. Through functional annotation enrichment analysis, we have shown that the downregulation of chromatin-modifying enzymes, the re-organization of membrane trafficking machinery and the breakdown of cell-cell adhesion are successive steps of the extra-embryonic differentiation process. Thus, applying a range of sophisticated clustering approaches to a time-resolved proteomic dataset has allowed the elucidation of complex biological processes which characterize stem cell differentiation and could establish a general paradigm for the investigation of these processes.
2015-06-13 | PXD001901 | Pride