Decoding the universal human chromatin landscape through teratoma-based profiling.

Teratoma formation is key for evaluating differentiation of human pluripotent stem cells into embryonic germ layers and serves as a model for understanding stem cell differentiation and developmental processes. Its potential for insights into epigenome and transcriptome profiling is significant. This study integrates the analysis of the epigenome and transcriptome of hESC-generated teratomas, comparing transcriptomes between hESCs and teratomas. It employs cell type-specific expression patterns from single-cell data to deconvolve RNA-Seq data and identify cell types within teratomas. Our results provide a catalog of activating and repressive histone modifications, while also elucidating distinctive features of chromatin states. Construction of an epigenetic signature matrix enabled the quantification of diverse cell populations in teratomas and enhanced the ability to unravel the epigenetic landscape in heterogeneous tissue contexts. This study also includes a single cell multiome atlas of expression (scRNA-Seq) and chromatin accessibility (scATAC-Seq) of human teratomas, further revealing the complexity of these tissues. A histology-based digital staining tool further complemented the annotation of cell types in teratomas, enhancing our understanding of their cellular composition. This research is a valuable resource for examining teratoma epigenomic and transcriptomic landscapes and serves as a model for epigenetic data comparison.

H4K20me3 methyltransferase SUV420H2 shapes the chromatin landscape of pluripotent embryonic stem cells.

Heterochromatin, a densely packed chromatin state that is transcriptionally silent, is a critical regulator of gene expression. However, it is unclear how the repressive histone modification H4K20me3 or the histone methyltransferase SUV420H2 regulates embryonic stem (ES) cell fate by patterning the epigenetic landscape. Here, we report that depletion of SUV420H2 leads to a near-complete loss of H4K20me3 genome wide, dysregulated gene expression and delayed ES cell differentiation. SUV420H2-bound regions are enriched with repetitive DNA elements, which are de-repressed in SUV420H2 knockout ES cells. Moreover, SUV420H2 regulation of H4K20me3-marked heterochromatin controls chromatin architecture, including fine-scale chromatin interactions in pluripotent ES cells. Our results indicate that SUV420H2 plays a crucial role in stabilizing the three-dimensional chromatin landscape of ES cells, as loss of SUV420H2 resulted in A/B compartment switching, perturbed chromatin insulation, and altered chromatin interactions of pericentric heterochromatin and surrounding regions, indicative of localized decondensation. In addition, depletion of SUV420H2 resulted in compromised interactions between H4K20me3 and gene-regulatory regions. Together, these findings describe a new role for SUV420H2 in regulating the chromatin landscape of ES cells.

ChIP-Seq: technical considerations for obtaining high-quality data.

Chromatin immunoprecipitation followed by next-generation sequencing analysis (ChIP-Seq) is a powerful method with which to investigate the genome-wide distribution of chromatin-binding proteins and histone modifications in any genome with a known sequence. The application of this technique to a variety of developmental and differentiation systems has provided global views of the cis-regulatory elements, transcription factor function and epigenetic processes involved in the control of gene transcription. Here we describe several technical aspects of the ChIP-Seq assay that diminish bias and background noise and allow the consistent generation of high-quality data.

KDM5B is a master regulator of the H3K4-methylome in stem cells, development and cancer.

Epigenetic regulation of chromatin plays a critical role in controlling stem cell function and tumorigenesis. The histone lysine demethylase, KDM5B, which catalyzes the demethylation of histone 3 lysine 4 (H3K4), is important for embryonic stem (ES) cell differentiation, and is a critical regulator of the H3K4-methylome during early mouse embryonic pre-implantation stage development. KDM5B is also overexpressed, amplified, or mutated in many cancer types. In cancer cells, KDM5B regulates expression of oncogenes and tumor suppressors by modulating H3K4 methylation levels. In this review, we examine how KDM5B regulates gene expression and cellular fates of stem cells and cancer cells by temporally and spatially controlling H3K4 methylation levels.

Identification of H4K20me3- and H3K4me3-associated RNAs using CARIP-Seq expands the transcriptional and epigenetic networks of embryonic stem cells.

RNA has been shown to interact with various proteins to regulate chromatin dynamics and gene expression. However, it is unknown whether RNAs associate with epigenetic marks such as post-translational modifications of histones, including histone 4 lysine 20 trimethylation (H4K20me3) or trimethylated histone 3 lysine 4 (H3K4me3), to regulate chromatin and gene expression. Here, we used chromatin-associated RNA immunoprecipitation (CARIP) followed by next-generation sequencing (CARIP-Seq) to survey RNAs associated with H4K20me3- and H3K4me3-marked chromatin on a global scale in embryonic stem (ES) cells. We identified thousands of mRNAs and noncoding RNAs that associate with H4K20me3- and H3K4me3-marked chromatin. H4K20me3- and H3K4me3-interacting RNAs are involved in chromatin organization and modification and RNA processing, whereas H4K20me3-only RNAs are involved in cell motility and differentiation, and H3K4me3-only RNAs are involved in metabolic processes and RNA processing. Expression of H3K4me3-associated RNAs is enriched in ES cells, whereas expression of H4K20me3-associated RNAs is enriched in ES cells and differentiated cells. H4K20me3- and H3K4me3-interacting RNAs originate from genes that co-localize with features of active chromatin, including transcriptional machinery and active promoter regions, and the histone modification H3K36me3 in gene body regions. We also found that H4K20me3 and H3K4me3 are associated with distinct gene features including transcripts of greater length and exon number relative to unoccupied transcripts. H4K20me3- and H3K4me3-marked chromatin is also associated with processed RNAs (exon transcripts) relative to unspliced pre-mRNA and ncRNA transcripts. In summary, our results provide evidence that H4K20me3- and H3K4me3-associated RNAs represent a distinct subnetwork of the ES cell transcriptional repertoire.

H3K4 demethylase KDM5B regulates global dynamics of transcription elongation and alternative splicing in embryonic stem cells.

Epigenetic regulation of chromatin plays a critical role in controlling embryonic stem (ES) cell self-renewal and pluripotency. However, the roles of histone demethylases and activating histone modifications such as trimethylated histone 3 lysine 4 (H3K4me3) in transcriptional events such as RNA polymerase II (RNAPII) elongation and alternative splicing are largely unknown. In this study, we show that KDM5B, which demethylates H3K4me3, plays an integral role in regulating RNAPII occupancy, transcriptional initiation and elongation, and alternative splicing events in ES cells. Depletion of KDM5B leads to altered RNAPII promoter occupancy, and decreased RNAPII initiation and elongation rates at active genes and at genes marked with broad H3K4me3 domains. Moreover, our results demonstrate that spreading of H3K4me3 from promoter to gene body regions, which is mediated by depletion of KDM5B, modulates RNAPII elongation rates and RNA splicing in ES cells. We further show that KDM5B is enriched nearby alternatively spliced exons, and depletion of KDM5B leads to altered levels of H3K4 methylation in alternatively spliced exon regions, which is accompanied by differential expression of these alternatively splice exons. Altogether, our data indicate an epigenetic role for KDM5B in regulating RNAPII elongation and alternative splicing, which may support the diverse mRNA repertoire in ES cells.

H4K20me3 co-localizes with activating histone modifications at transcriptionally dynamic regions in embryonic stem cells.

BACKGROUND: Bivalent chromatin domains consisting of the activating histone 3 lysine 4 trimethylation (H3K4me3) and repressive histone 3 lysine 27 trimethylation (H3K27me3) histone modifications are enriched at developmental genes that are repressed in embryonic stem cells but active during differentiation. However, it is unknown whether another repressive histone modification, histone 4 lysine 20 trimethylation (H4K20me3), co-localizes with activating histone marks in ES cells. RESULTS: Here, we describe the previously uncharacterized coupling of the repressive H4K20me3 heterochromatin mark with the activating histone modifications H3K4me3 and histone 3 lysine 36 trimethylation (H3K36me3), and transcriptional machinery (RNA polymerase II; RNAPII), in ES cells. These newly described bivalent domains consisting of H3K4me3/H4K20me3 are predominantly located in intergenic regions and near transcriptional start sites of active genes, while H3K36me3/H4K20me3 are located in intergenic regions and within gene body regions of active genes. Global sequential ChIP, also termed reChIP-Seq, confirmed the simultaneous presence of H3K4me3 and H4K20me3 at the same genomic regions in ES cells. Genes containing H3K4me3/H4K20me3 exhibit decreased RNAPII pausing and are poised for deactivation of RNAPII binding during differentiation relative to H3K4me3 marked genes. An evaluation of transcription factor (TF) binding motif enrichment revealed that DNA sequence may play a role in shaping the landscape of these novel bivalent domains. Moreover, H3K4me3/H4K20me3 and H3K36me3/H4K20me3 bound regions are enriched with repetitive LINE and LTR elements. CONCLUSIONS: Overall, these findings highlight a previously undescribed subnetwork of ES cell transcriptional circuitry that utilizes dual marking of the repressive H4K20me3 mark with activating histone modifications.

The Amino-terminal Domain of the Androgen Receptor Co-opts Extracellular Signal-regulated Kinase (ERK) Docking Sites in ELK1 Protein to Induce Sustained Gene Activation That Supports Prostate Cancer Cell Growth.

The ETS domain transcription factor ELK1 is in a repressive association with growth genes and is transiently activated through phosphorylation by ERK1/2. In prostate cancer (PCa) cells the androgen receptor (AR) is recruited by ELK1, via its amino-terminal domain (A/B), as a transcriptional co-activator, without ELK1 hyper-phosphorylation. Here we elucidate the structural basis of the interaction of AR with ELK1. The ELK1 polypeptide motifs required for co-activation by AR versus those required for activation of ELK1 by ERK were systematically mapped using a mammalian two-hybrid system and confirmed using a co-immunoprecipitation assay. The mapping precisely identified the two ERK-docking sites in ELK1, the D-box and the DEF (docking site for ERK, FXFP) motif, as the essential motifs for its cooperation with AR(A/B) or WTAR. In contrast, the transactivation domain in ELK1 was only required for activation by ERK. ELK1-mediated transcriptional activity of AR(A/B) was optimal in the absence of ELK1 binding partners, ERK1/2 and serum-response factor. Purified ELK1 and AR bound with a dissociation constant of 1.9 × 10-8 m A purified mutant ELK1 in which the D-box and DEF motifs were disrupted did not bind AR. An ELK1 mutant with deletion of the D-box region had a dominant-negative effect on androgen-dependent growth of PCa cells that were insensitive to MEK inhibition. This novel mechanism in which a nuclear receptor impinges on a signaling pathway by co-opting protein kinase docking sites to constitutively activate growth genes could enable rational design of a new class of targeted drug interventions.

HDAC1 regulates pluripotency and lineage specific transcriptional networks in embryonic and trophoblast stem cells.

Epigenetic regulation of gene expression is important in maintaining self-renewal of embryonic stem (ES) and trophoblast stem (TS) cells. Histone deacetylases (HDACs) negatively control histone acetylation by removing covalent acetylation marks from histone tails. Because histone acetylation is a known mark for active transcription, HDACs presumably associate with inactive genes. Here, we used genome-wide chromatin immunoprecipitation to investigate targets of HDAC1 in ES and TS cells. Through evaluation of genes associated with acetylated histone H3 marks, and global expression analysis of Hdac1 knockout ES and trichostatin A-treated ES and TS cells, we found that HDAC1 occupies mainly active genes, including important regulators of ES and TS cells self-renewal. We also observed occupancy of methyl-CpG binding domain protein 3 (MBD3), a subunit of the nucleosome remodeling and histone deacetylation (NuRD) complex, at a subset of HDAC1-occupied sequences in ES cells, including the pluripotency regulators Oct4, Nanog and Kfl4. By mapping HDAC1 targets on a global scale, our results describe further insight into epigenetic mechanisms of ES and TS cells self-renewal.

Advanced image generation for cancer using diffusion models.

Deep neural networks have significantly advanced the field of medical image analysis, yet their full potential is often limited by relatively small dataset sizes. Generative modeling, particularly through diffusion models, has unlocked remarkable capabilities in synthesizing photorealistic images, thereby broadening the scope of their application in medical imaging. This study specifically investigates the use of diffusion models to generate high-quality brain MRI scans, including those depicting low-grade gliomas, as well as contrast-enhanced spectral mammography (CESM) and chest and lung X-ray images. By leveraging the DreamBooth platform, we have successfully trained stable diffusion models utilizing text prompts alongside class and instance images to generate diverse medical images. This approach not only preserves patient anonymity but also substantially mitigates the risk of patient re-identification during data exchange for research purposes. To evaluate the quality of our synthesized images, we used the Fréchet inception distance metric, demonstrating high fidelity between the synthesized and real images. Our application of diffusion models effectively captures oncology-specific attributes across different imaging modalities, establishing a robust framework that integrates artificial intelligence in the generation of oncological medical imagery.

Examination of transcriptional networks reveals an important role for TCFAP2C, SMARCA4, and EOMES in trophoblast stem cell maintenance.

Trophoblast stem cells (TS cells), derived from the trophectoderm (TE) of blastocysts, require transcription factors (TFs) and external signals (FGF4, INHBA/NODAL/TGFB1) for self-renewal. While many reports have focused on TF networks that regulate embryonic stem cell (ES cell) self-renewal and pluripotency, little is know about TF networks that regulate self-renewal in TS cells. To further understand transcriptional networks in TS cells, we used chromatin immunoprecipitation with DNA microarray hybridization (ChIP-chip) analysis to investigate targets of the TFs-TCFAP2C, EOMES, ETS2, and GATA3-and a chromatin remodeling factor, SMARCA4. We then evaluated the transcriptional states of target genes using transcriptome analysis and genome-wide analysis of histone H3 acetylation (AcH3). Our results describe previously unknown transcriptional networks in TS cells, including TF occupancy of genes involved in ES cell self-renewal and pluripotency, co-occupancy of TCFAP2C, SMARCA4, and EOMES at a significant number of genes, and transcriptional regulatory circuitry within the five factors. Moreover, RNAi depletion of Tcfap2c, Smarca4, and Eomes transcripts resulted in a loss of normal colony morphology and down-regulation of TS cell-specific genes, suggesting an important role for TCFAP2C, SMARCA4, and EOMES in TS cell self-renewal. Through genome-wide mapping and global expression analysis of five TF target genes, our data provide a comprehensive analysis of transcriptional networks that regulate TS cell self-renewal.

Identifying Cancer Type-Specific Transcriptional Programs through Network Analysis.

Identifying cancer type-specific genes that define cell states is important to develop effective therapies for patients and methods for detection, early diagnosis, and prevention. While molecular mechanisms that drive malignancy have been identified for various cancers, the identification of cell-type defining transcription factors (TFs) that distinguish normal cells from cancer cells has not been fully elucidated. Here, we utilized a network biology framework, which assesses the fidelity of cell fate conversions, to identify cancer type-specific gene regulatory networks (GRN) for 17 types of cancer. Through an integrative analysis of a compendium of expression data, we elucidated core TFs and GRNs for multiple cancer types. Moreover, by comparing normal tissues and cells to cancer type-specific GRNs, we found that the expression of key network-influencing TFs can be utilized as a survival prognostic indicator for a diverse cohort of cancer patients. These findings offer a valuable resource for exploring cancer type-specific networks across a broad range of cancer types.

Identification of actionable targets for breast cancer intervention using a diversity outbred mouse model.

HER2-targeted therapy has improved breast cancer survival, but treatment resistance and disease prevention remain major challenges. Genes that enable HER2/Neu oncogenesis are the next intervention targets. A bioinformatics discovery platform of HER2/Neu-expressing Diversity Outbred (DO) F1 Mice was established to identify cancer-enabling genes. Quantitative Trait Loci (QTL) associated with onset ages and growth rates of spontaneous mammary tumors were sought. Twenty-six genes in 3 QTL contain sequence variations unique to the genetic backgrounds that are linked to aggressive tumors and 21 genes are associated with human breast cancer survival. Concurrent identification of TSC22D3, a transcription factor, and its target gene LILRB4, a myeloid cell checkpoint receptor, suggests an immune axis for regulation, or intervention, of disease. We also investigated TIEG1 gene that impedes tumor immunity but suppresses tumor growth. Although not an actionable target, TIEG1 study revealed genetic regulation of tumor progression, forming the basis of the genetics-based discovery platform.

H3K4 demethylase KDM5B regulates cancer cell identity and epigenetic plasticity.

The H3K4 demethylase KDM5B is overexpressed in multiple cancer types, and elevated expression levels of KDM5B is associated with decreased survival. However, the underlying mechanistic contribution of dysregulated expression of KDM5B and H3K4 demethylation in cancer is poorly understood. Our results show that loss of KDM5B in multiple types of cancer cells leads to increased proliferation and elevated expression of cancer stem cell markers. In addition, we observed enhanced tumor formation following KDM5B depletion in a subset of representative cancer cell lines. Our findings also support a role for KDM5B in regulating epigenetic plasticity, where loss of KDM5B in cancer cells with elevated KDM5B expression leads to alterations in activity of chromatin states, which facilitate activation or repression of alternative transcriptional programs. In addition, we define KDM5B-centric epigenetic and transcriptional patterns that support cancer cell plasticity, where KDM5B depleted cancer cells exhibit altered epigenetic and transcriptional profiles resembling a more primitive cellular state. This study also provides a resource for evaluating associations between alterations in epigenetic patterning upon depletion of KDM5B and gene expression in a diverse set of cancer cells.

Integrative pan cancer analysis reveals epigenomic variation in cancer type and cell specific chromatin domains.

Epigenetic mechanisms contribute to the initiation and development of cancer, and epigenetic variation promotes dynamic gene expression patterns that facilitate tumor evolution and adaptation. While the NCI-60 panel represents a diverse set of human cancer cell lines that has been used to screen chemical compounds, a comprehensive epigenomic atlas of these cells has been lacking. Here, we report an integrative analysis of 60 human cancer epigenomes, representing a catalog of activating and repressive histone modifications. We identify genome-wide maps of canonical sharp and broad H3K4me3 domains at promoter regions of tumor suppressors, H3K27ac-marked conventional enhancers and super enhancers, and widespread inter-cancer and intra-cancer specific variability in H3K9me3 and H4K20me3-marked heterochromatin domains. Furthermore, we identify features of chromatin states, including chromatin state switching along chromosomes, correlation of histone modification density with genetic mutations, DNA methylation, enrichment of DNA binding motifs in regulatory regions, and gene activity and inactivity. These findings underscore the importance of integrating epigenomic maps with gene expression and genetic variation data to understand the molecular basis of human cancer. Our findings provide a resource for mining epigenomic maps of human cancer cells and for identifying epigenetic therapeutic targets.

SWI/SNF-Brg1 regulates self-renewal and occupies core pluripotency-related genes in embryonic stem cells.

The SWI/SNF-Brg1 chromatin remodeling protein plays critical roles in cell-cycle control and differentiation through regulation of gene expression. Loss of Brg1 in mice results in early embryonic lethality, and recent studies have implicated a role for Brg1 in somatic stem cell self-renewal and differentiation. However, little is known about Brg1 function in preimplantation embryos and embryonic stem (ES) cells. Here we report that Brg1 is required for ES cell self-renewal and pluripotency. RNA interference-mediated knockdown of Brg1 in blastocysts caused aberrant expression of Oct4 and Nanog. In ES cells, knockdown of Brg1 resulted in phenotypic changes indicative of differentiation, downregulation of self-renewal and pluripotency genes (e.g., Oct4, Sox2, Sall4, Rest), and upregulation of differentiation genes. Using genome-wide promoter analysis (chromatin immunoprecipitation) we found that Brg1 occupied the promoters of key pluripotency-related genes, including Oct4, Sox2, Nanog, Sall4, Rest, and Polycomb group (PcG) proteins. Moreover, Brg1 co-occupied a subset of Oct4, Sox2, Nanog, and PcG protein target genes. These results demonstrate an important role for Brg1 in regulating self-renewal and pluripotency in ES cells.

Derivation of Maternal Epiblast Stem Cells from Haploid Embryos.

Pluripotent cells in the inner cell mass (ICM) or epiblast of mammalian embryos exhibit the capacity to differentiate into all cells represented in the three germ layers. Embryonic stem (ES) cells can be derived from the ICM of preimplantation stage blastocysts, while epiblast stem cells (EpiSCs) can be derived from the epiblast of postimplantation embryos or preimplantation stage embryos. The ability to derive distinct types of pluripotent cells from blastocyst-stage embryos suggests that optimization of culture conditions can promote self-renewal of various stem cell populations. Moreover, because mouse EpiSCs resemble human pluripotent stem (hPS) cells, EpiSCs are a useful model to study common and divergent mechanisms of self-renewal between orthologous species. In addition, studies have demonstrated that haploid embryos and ES cells can be derived from chemically activated oocytes. Here, we describe a protocol for deriving maternal (parthenogenetic/gynogenetic) EpiSCs (maEpiSCs) from haploid blastocyst-stage embryos. This protocol is suitable to establish an experimental model for the study of mechanisms of EpiSC self-renewal and differentiation.

Derivation of LIF-Independent Embryonic Stem Cells Using Inducible OCT4 Expression.

Pluripotent mouse embryonic stem (ES) cells, which are derived from the inner cell mass (ICM) of preimplantation stage embryos, are capable of self-renewing indefinitely in the presence of the external signal leukemia inhibitory factor (LIF), activation of Wnt signaling through inhibition of GSK3, and inhibition of MAP kinase/ERK kinase signaling. The OCT4 transcription factor is expressed highly in pluripotent cells and is a central transcriptional regulator of the pluripotent state. Here, we describe a protocol to culture ES cells in LIF-independent and serum-free media using an inducible OCT4 (iOCT4) ES cell model system. This protocol is sufficient to sustain ES cell self-renewal in vitro in defined conditions in the absence of external signals. LIF-independent iOCT4 ES cells are fully capable of differentiating following deactivation of the inducible OCT4 transgene.

Simultaneous Derivation of Embryonic and Trophoblast Stem Cells from Mouse Blastocysts.

The formation of the blastocyst during mammalian development involves the segregation of two populations of cells with unequal potential: pluripotent cells of the inner cell mass (ICM) and multipotent cells of the trophectoderm (TE). ICM cells maintain the capacity to give rise to all cells represented in the organism, while TE cells, which represent the first lineage to emerge during development, are capable of differentiating into trophoblast lineages of the placenta. The ICM and TE are both essential for development. The ICM is genetically programmed to generate all cells of the embryo proper, while the TE forms extraembryonic trophoblast lineages and is required for implantation of the embryo and maternal-fetal exchange of nutrients and waste. Embryonic stem (ES) cells, which can be derived from the ICM of blastocysts in the presence of external signals such as LIF, can self-renewal indefinitely, and because they can differentiate into all cells of the organism, ES cells are a widely used in vitro model to study genetics and development. Trophoblast stem (TS) cells can be derived from the TE of blastocyst stage embryos in the presence of FGF4, and like ES cells, TS cells are also able to self-renew indefinitely. Because TS cells can differentiate into epithelial lineages of the trophoblast, TS cells are an ideal in vitro model to study the biology of the trophoblast. In this chapter, we describe protocols for simultaneous derivation of ES cells and TS cells from mouse blastocysts and culture conditions that promote self-renewal of hybrid ESC/TSC colonies. These protocols are sufficient for efficient derivation of hybrid ESC/TSC colonies.

Direct Reprogramming of Mouse Embryonic Fibroblasts to Induced Trophoblast Stem Cells.

Trophoblast cells are the first committed lineage to emerge during mammalian preimplantation embryo development. Trophoblast stem (TS) cells can be derived from the trophectoderm (TE) of blastocyst-stage embryos and differentiate into extraembryonic trophoblast cells of the placenta. While mouse TS cells are an indispensable tool to study placental development, and reproductive diseases such as implantation failure and recurrent miscarriage, human TS cells have not been isolated. To model human trophoblast development and to investigate trophoblast-specific causes of reproductive diseases, it will be important to derive human induced trophoblast stem (iTS) cells. Recent studies have shown that fibroblasts can be reprogrammed to iTS cells by overexpressing four transcription factors (TFs) including TFAP2C, GATA3, EOMES, and ETS2. Here, we describe a protocol to directly convert mouse embryonic fibroblasts (MEFs) to iTS cells following overexpression of 10 TFs. iTS cells are capable of self-renewing using conventional TS cell culture media supplemented with the external signal FGF4 and heparin. iTS cells are also able to differentiate into trophoblast lineages.