Modular dual-color BiAD sensors for locus-specific readout of epigenome modifications in single cells.

Dynamic changes in the epigenome at defined genomic loci play crucial roles during cellular differentiation and disease development. Here, we developed dual-color bimolecular anchor detector (BiAD) sensors for high-sensitivity readout of locus-specific epigenome modifications by fluorescence microscopy. Our BiAD sensors comprise an sgRNA/dCas9 complex as anchor and double chromatin reader domains as detector modules, both fused to complementary parts of a split IFP2.0 fluorophore, enabling its reconstitution upon binding of both parts in close proximity. In addition, a YPet fluorophore is recruited to the sgRNA to mark the genomic locus of interest. With these dual-color BiAD sensors, we detected H3K9me2/3 and DNA methylation and their dynamic changes upon RNAi or inhibitor treatment with high sensitivity at endogenous genomic regions. Furthermore, we showcased locus-specific H3K36me2/3 readout as well as H3K27me3 and H3K9me2/3 enrichment on the inactive X chromosome, highlighting the broad applicability of our dual-color BiAD sensors for single-cell epigenome studies.

Repeat DNA methylation is modulated by adherens junction signaling.

Through its involvement in gene transcription and heterochromatin formation, DNA methylation regulates how cells interact with their environment. Nevertheless, the extracellular signaling cues that modulate the distribution of this central chromatin modification are largely unclear. DNA methylation is highly abundant at repetitive elements, but its investigation in live cells has been complicated by methodological challenges. Utilizing a CRISPR/dCas9 biosensor that reads DNA methylation of human α-satellite repeats in live cells, we here uncover a signaling pathway linking the chromatin and transcriptional state of repetitive elements to epithelial adherens junction integrity. Specifically, we find that in confluent breast epithelial cell monolayers, α-satellite repeat methylation is reduced by comparison to low density cultures. This is coupled with increased transcriptional activity at repeats. Through comprehensive perturbation experiments, we identify the junctional protein E-cadherin, which links to the actin cytoskeleton, as a central molecular player for signal relay into the nucleus. Furthermore, we find that this pathway is impaired in cancer cells that lack E-cadherin and are not contact-inhibited. This suggests that the molecular connection between cell density and repetitive element methylation could play a role in the maintenance of epithelial tissue homeostasis.

Learning Dynamics from Multicellular Graphs with Deep Neural Networks.

The inference of multicellular self-assembly is the central quest of understanding morphogenesis, including embryos, organoids, tumors, and many others. However, it has been tremendously difficult to identify structural features that can indicate multicellular dynamics. Here we propose to harness the predictive power of graph-based deep neural networks (GNN) to discover important graph features that can predict dynamics. To demonstrate, we apply a physically informed GNN (piGNN) to predict the motility of multi-cellular collectives from a snapshot of their positions both in experiments and simulations. We demonstrate that piGNN is capable of navigating through complex graph features of multicellular living systems, which otherwise can not be achieved by classical mechanistic models. With increasing amounts of multicellular data, we propose that collaborative efforts can be made to create a multicellular data bank (MDB) from which it is possible to construct a large multicellular graph model (LMGM) for general-purposed predictions of multicellular organization.

Golgi screen identifies the RhoGEF Solo as a novel regulator of RhoB and endocytic transport.

The control of intracellular membrane trafficking by Rho GTPases is central to cellular homeostasis. How specific guanine nucleotide exchange factors and GTPase-activating proteins locally balance GTPase activation in this process is nevertheless largely unclear. By performing a microscopy-based RNAi screen, we here identify the RhoGEF protein Solo as a functional counterplayer of DLC3, a RhoGAP protein with established roles in membrane trafficking. Biochemical, imaging and optogenetics assays further uncover Solo as a novel regulator of endosomal RhoB. Remarkably, we find that Solo and DLC3 control not only the activity, but also total protein levels of RhoB in an antagonistic manner. Together, the results of our study uncover the first functionally connected RhoGAP-RhoGEF pair at endomembranes, placing Solo and DLC3 at the core of endocytic trafficking.

Biotechnological Applications of MBD Domain Proteins for DNA Methylation Analysis.

5-Methylcytosine binding domain (MBD) family proteins are essential readers of DNA methylation. Their methylation specific DNA binding has been exploited in the context of two main groups of important biotechnological applications. In the first, an MBD domain is used to bind methylated DNA in vitro. This can be employed for global DNA methylation analysis in MBD-seq assays, where methylated DNA is purified from fragmented genomic DNA by MBD pulldown or capture, followed by next-generation sequencing (NGS) and downstream data analysis as established for ChIP-seq applications. In addition, the ability of MBD domains to bind methylated DNA can be used for in vitro DNMT activity and inhibition assays. In the second type of applications, MBD domains are used to bind methylated DNA in cells. In MBD imaging, these domains are fused to fluorophores and expressed in cells, where they bind to methylated DNA allowing the readout of DNA methylation by fluorescence microscopy. This approach recently has been further developed to allow the locus-specific readout of DNA methylation using bimolecular fluorescence complementation-based bimolecular anchor detector sensors. These tools, which are compatible with live cell imaging, combine the sequence-specific DNA binding of anchor domains and the 5-methylcytosine-specific binding of an MBD domain to chromatin. Depending on the individual assay, MBD-based detection systems for DNA methylation provide important advantages, ranging from cost efficiency and easy workflows to unique opportunities for the readout of methylation levels in living cells with locus-specific resolution during organismic development.

Analysis of the Substrate Specificity of the SMYD2 Protein Lysine Methyltransferase and Discovery of Novel Non-Histone Substrates.

The SMYD2 protein lysine methyltransferase methylates various histone and non-histone proteins and is overexpressed in several cancers. Using peptide arrays, we investigated the substrate specificity of the enzyme, revealing a recognition of leucine (or weaker phenylalanine) at the -1 peptide site and disfavor of acidic residues at the +1 to +3 sites. Using this motif, novel SMYD2 peptide substrates were identified, leading to the discovery of 32 novel peptide substrates with a validated target site. Among them, 19 were previously reported to be methylated at the target lysine in human cells, strongly suggesting that SMYD2 is the protein lysine methyltransferase responsible for this activity. Methylation of some of the novel peptide substrates was tested at the protein level, leading to the identification of 14 novel protein substrates of SMYD2, six of which were more strongly methylated than p53, the best SMYD2 substrate described so far. The novel SMYD2 substrate proteins are involved in diverse biological processes such as chromatin regulation, transcription, and intracellular signaling. The results of our study provide a fundament for future investigations into the role of this important enzyme in normal development and cancer.

The GEF-H1/PKD3 signaling pathway promotes the maintenance of triple-negative breast cancer stem cells.

Protein kinase D3 (PKD3) is upregulated in triple-negative breast cancer (TNBC) and associated with cell proliferation and metastasis development but its precise pro-oncogenic function is unknown. Here we show that PKD3 is required for the maintenance of the TNBC stem cell population. The depletion of PKD3 in MDA-MB-231 cells reduced the cancer stem cell frequency in vitro and tumor initiation potential in vivo. We further provide evidence that the RhoGEF GEF-H1 is upstream of PKD3 activation in TNBC stem cells. Most importantly, pharmacological PKD inhibition in combination with paclitaxel synergistically decreased oncosphere and colony formation efficiency in vitro and tumor recurrence in vivo. Based on our results we propose that targeting the GEF-H1/PKD3 signaling pathway in combination with chemotherapy might provide an effective therapeutic option for TNBC.

H3K36me2/3 Binding and DNA Binding of the DNA Methyltransferase DNMT3A PWWP Domain Both Contribute to its Chromatin Interaction.

The PWWP domain of DNMT3 DNA methyltransferases binds to histone H3 tails containing methylated K36, and this activity is important for heterochromatic targeting. Here, we show that the PWWP domain of mouse DNMT3A binds to H3K36me2 and H3K36me3 with a slight preference for H3K36me2. PWWP domains have also been reported to bind to DNA, and the close proximity of H3K36 and nucleosomal DNA suggests a combined binding to H3K36me2/3 and DNA. We show here that the DNMT3A PWWP domain binds to DNA with a weak preference for AT-rich sequences and that the designed charge reversal R362E mutation disrupts DNA binding. The K295E mutation, as well as K295I recently identified in paraganglioma, a rare neuroendocrine neoplasm, disrupts both DNA and H3K36me2/3 binding, which is in agreement with the proximity of K295 to residues involved in K36me2/3 methyllysine binding. Nucleosome pulldown experiments show that DNA binding and H3K36me2/3 binding are important for the interaction of the DNMT3A PWWP domain with nucleosomes. Localization studies of transiently transfected fluorescently-tagged wild-type and PWWP-mutated full-length DNMT3A indicate that both interactions contribute to the subnuclear localization of DNMT3A in mouse cells. In summary, our data demonstrate that the combined binding of the DNMT3A PWWP domain to the H3 tail containing K36me2/3 and to the nucleosomal or linker DNA is important for its chromatin interaction and subnuclear targeting of DNMT3A in living cells.

Chromatin-dependent allosteric regulation of DNMT3A activity by MeCP2.

Despite their central importance in mammalian development, the mechanisms that regulate the DNA methylation machinery and thereby the generation of genomic methylation patterns are still poorly understood. Here, we identify the 5mC-binding protein MeCP2 as a direct and strong interactor of DNA methyltransferase 3 (DNMT3) proteins. We mapped the interaction interface to the transcriptional repression domain of MeCP2 and the ADD domain of DNMT3A and find that binding of MeCP2 strongly inhibits the activity of DNMT3A in vitro. This effect was reinforced by cellular studies where a global reduction of DNA methylation levels was observed after overexpression of MeCP2 in human cells. By engineering conformationally locked DNMT3A variants as novel tools to study the allosteric regulation of this enzyme, we show that MeCP2 stabilizes the closed, autoinhibitory conformation of DNMT3A. Interestingly, the interaction with MeCP2 and its resulting inhibition were relieved by the binding of K4 unmodified histone H3 N-terminal tail to the DNMT3A-ADD domain. Taken together, our data indicate that the localization and activity of DNMT3A are under the combined control of MeCP2 and H3 tail modifications where, depending on the modification status of the H3 tail at the binding sites, MeCP2 can act as either a repressor or activator of DNA methylation.

Modular fluorescence complementation sensors for live cell detection of epigenetic signals at endogenous genomic sites.

Investigation of the fundamental role of epigenetic processes requires methods for the locus-specific detection of epigenetic modifications in living cells. Here, we address this urgent demand by developing four modular fluorescence complementation-based epigenetic biosensors for live-cell microscopy applications. These tools combine engineered DNA-binding proteins with domains recognizing defined epigenetic marks, both fused to non-fluorescent fragments of a fluorescent protein. The presence of the epigenetic mark at the target DNA sequence leads to the reconstitution of a functional fluorophore. With this approach, we could for the first time directly detect DNA methylation and histone 3 lysine 9 trimethylation at endogenous genomic sites in live cells and follow dynamic changes in these marks upon drug treatment, induction of epigenetic enzymes and during the cell cycle. We anticipate that this versatile technology will improve our understanding of how specific epigenetic signatures are set, erased and maintained during embryonic development or disease onset.Tools for imaging epigenetic modifications can shed light on the regulation of epigenetic processes. Here, the authors present a fluorescence complementation approach for detection of DNA and histone methylation at endogenous genomic sites allowing following of dynamic changes of these marks by live-cell microscopy.

An ATPase-deficient variant of the SNF2 family member HELLS shows altered dynamics at pericentromeric heterochromatin.

The HELLS (helicase, lymphoid specific, also known as lymphoid-specific helicase) protein is related to the SNF2 (sucrose non-fermentable 2) family of chromatin remodeling ATPases. It is required for efficient DNA methylation in mammals, particularly at heterochromatin-located repetitive sequences. In this study, we investigated the interaction of HELLS with chromatin and used an ATPase-deficient HELLS variant to address the role of ATP hydrolysis in this process. Chromatin fractionation experiments demonstrated that, in the absence of the ATPase activity, HELLS is retained at the nuclear matrix compartment, defined in part by lamin B1. Microscopy studies revealed a stronger association of the ATPase-deficient mutant with heterochromatin. These results were further supported by fluorescence recovery after photobleaching measurements, which showed that, at heterochromatic sites, wild-type HELLS is very dynamic, with a recovery half-time of 0.8s and a mobile protein fraction of 61%. In contrast, the ATPase-deficient mutant displayed 4.5-s recovery half-time and a reduction in the mobile fraction to 30%. We also present evidence suggesting that, in addition to the ATPase activity, a functional H3K9me3 signaling pathway contributes to an efficient release of HELLS from pericentromeric chromatin. Overall, our results show that a functional ATPase activity is not required for the recruitment of HELLS to heterochromatin, but it is important for the release of the enzyme from these sites.

Substrate specificity analysis and novel substrates of the protein lysine methyltransferase NSD1.

The nuclear receptor binding SET [su(var) 3-9, enhancer of zeste, trithorax] domain-containing protein 1 (NSD1) protein lysine methyltransferase (PKMT) was known to methylate histone H3 lysine 36 (H3K36). We show here that NSD1 prefers aromatic, hydrophobic, and basic residues at the -2, -1 and +2, and +1 sites of its substrate peptide, respectively. We show methylation of 25 nonhistone peptide substrates by NSD1, two of which were (weakly) methylated at the protein level, suggesting that unstructured protein regions are preferred NSD1 substrates. Methylation of H4K20 and p65 was not observed. We discovered strong methylation of H1.5 K168, which represents the best NSD1 substrate protein identified so far, and methylation of H4K44 which was weaker than H3K36. Furthermore, we show that Sotos mutations in the SET domain of NSD1 inactivate the enzyme. Our results illustrate the importance of specificity analyses of PKMTs for understanding protein lysine methylation signaling pathways.