Quantitative chemical proteomics approach to identify post-translational modification-mediated protein-protein interactions

Photoaffinity labeling coupled to MS to identify peptide biological partners: Secondary reactions, for better or for worse?

Affinity photolabeling is a smart method to study noncovalent and transient interactions and provide a submolecular picture of the contacts between interacting partners. In this review, we will focus on the identification of peptide partners using photoaffinity labeling coupled to mass spectrometry in different contexts such as in vitro with a purified potential partner, in model systems such as model membranes, and with live cells using both targeted and nontargeted proteomics studies. Different biological partners will be described, among which glycoconjugates, oligonucleotides, peptides, proteins, and lipids, with the photoreactive label inserted either on the peptide of interest or on the potential partner. Particular attention will be paid to the observation and characterization of specific rearrangements following the photolabeling reaction, which can help characterize photoadducts and provide a better understanding of the interacting systems and environment.

Target identification, and optimization of dioxygenated amide derivatives as potent antibacterial agents with FabH inhibitory activity

The enzyme FabH plays a critical role in the initial step of fatty acid biosynthesis, which is vital for the survival of bacteria. As a result, FabH has emerged as an appealing target for the development of novel antibacterial agents. In this study, employing the chemical proteomics method, we validated the previously identified skeleton amide derivatives bearing dioxygenated rings, potentially formed through metabolic processes. Building upon the proteomics findings, we then synthesized and evaluated 32 compounds containing N-heterocyclic amides for their antimicrobial activity for future optimizing the deoxygenated amides. Several compounds demonstrated potent antimicrobial properties with low toxicity, particularly compound 25, which exhibited remarkable potential as an agent with an MIC range of 1.25-3.13 μg/mL against the tested bacterial strains and an IC50 of 2.0 μM against E. coli-derived FabH. Furthermore, we evaluated nine analogues with relatively low MIC values through cytotoxicity and hemolytic activity assessments, Lipinski's rule-of-five criteria, and in silico ADMET predictions to ascertain their druggability potential. Notably, a detailed docking simulation was performed to investigate the binding interactions of compound 25 within the binding pocket of E. coli FabH, which encouragingly revealed strong binding interactions. Based on our findings, compound 25 emerges as the optimal candidate for in vivo therapy aimed at treating infected skin defects. Remarkably, the application of compound 25 demonstrated a significant reduction in the duration of wound infection and notably accelerated the healing process of infected wounds, achieving an impressive 94 % healing rate by day 10.

Uncovering the non-histone interactome of the BRPF1 bromodomain using site-specific azide-acetyllysine photochemistry

Bromodomain-PHD finger protein 1 (BRPF1) belongs to the BRPF family of bromodomain-containing proteins. Bromodomains are exclusive reader modules that recognize and bind acetylated histones and non-histone transcription factors to regulate gene expression. The biological functions of acetylated histone recognition by BRPF1 bromodomain are well characterized; however, the function of BRPF1 regulation via non-histone acetylation is still unexplored. Therefore, identifying the non-histone interactome of BRPF1 is pivotal in deciphering its role in diverse cellular processes, including its misregulation in diseases like cancer. Herein, we identified the non-histone interacting partners of BRPF1 utilizing a protein engineering-based approach. We site-specifically introduced the unnatural photo-cross-linkable amino acid 4-azido-L-phenylalanine into the bromodomain of BRPF1 without altering its ability to recognize acetylated histone proteins. Upon photoirradiation, the engineered BRPF1 generates a reactive nitrene species, cross-linking interacting partners with spatio-temporal precision. We demonstrated the robust cross-linking efficiency of the engineered variant with reported histone ligands of BRPF1 and further used the variant reader to cross-link its interactome. We also characterized novel interacting partners by proteomics, suggesting roles for BRPF1 in diverse cellular processes. BRPF1 interaction with interleukin enhancer-binding factor 3, one of these novel interacting partners, was further validated by isothermal titration calorimetry and co-IP. Lastly, we used publicly available ChIP-seq and RNA-seq datasets to understand the colocalization of BRPF1 and interleukin enhancer-binding factor 3 in regulating gene expression in the context of hepatocellular carcinoma. Together, these results will be crucial for full understanding of the roles of BRPF1 in transcriptional regulation and in the design of small-molecule inhibitors for cancer treatment.

Designer Adaptor Proteins for Functional Conversion of Peptides to Small-Molecule Ligands toward In-Cell Catalytic Protein Modification

Peptides are privileged ligands for diverse biomacromolecules, including proteins; however, their utility is often limited due to low membrane permeability and in-cell instability. Here, we report peptide ligand-inserted eDHFR (PLIED) fusion protein as a universal adaptor for targeting proteins of interest (POI) with cell-permeable and stable synthetic functional small molecules (SFSM). PLIED binds to POI through the peptide moiety, properly orienting its eDHFR moiety, which then recruits trimethoprim (TMP)-conjugated SFSM to POI. Using a lysine-acylating BAHA catalyst as SFSM, we demonstrate that POI (MDM2 and chromatin histone) are post-translationally and synthetically acetylated at specific lysine residues. The residue-selectivity is predictable in an atomic resolution from molecular dynamics simulations of the POI/PLIED/TMP-BAHA (MTX was used as a TMP model) ternary complex. This designer adaptor approach universally enables functional conversion of impermeable peptide ligands to permeable small-molecule ligands, thus expanding the in-cell toolbox of chemical biology.

Nematode-induced trap formation regulated by the histone H3K4 methyltransferase AoSET1 in the nematode-trapping fungus Arthrobotrys oligospora

The methylation of lysine 4 of histone H3 (H3K4), catalyzed by the histone methyltransferase KMT2/SET1, has been functionally identified in many pathogenic fungi but remains unexplored in nematode-trapping fungi (NTFs). Here, we report a regulatory mechanism of an H3K4-specific SET1 orthologue, AoSET1, in the typical nematode-trapping fungus Arthrobotrys oligospora. When the fungus is induced by the nematode, the expression of AoSET1 is up-regulated. Disruption of AoSet1 led to the abolishment of H3K4me. Consequently, the yield of traps and conidia of ΔAoSet1 was significantly lower than that of the WT strain, and the growth rate and pathogenicity were also compromised. Moreover, H3K4 trimethylation was enriched mainly in the promoter of two bZip transcription factor genes (AobZip129 and AobZip350) and ultimately up-regulated the expression level of these two transcription factor genes. In the ΔAoSet1 and AoH3K4A strains, the H3K4me modification level was significantly decreased at the promoter of transcription factor genes AobZip129 and AobZip350. These results suggest that AoSET1-mediated H3KEme serves as an epigenetic marker of the promoter region of the targeted transcription factor genes. Furthermore, we found that AobZip129 negatively regulates the formation of adhesive networks and the pathogenicity of downstream AoPABP1 and AoCPR1. Our findings confirm that the epigenetic regulatory mechanism plays a pivotal role in regulating trap formation and pathogenesis in NTFs, and provide novel insights into the mechanisms of interaction between NTFs and nematodes.

Cell-Permeable Ubiquitin and Histone Tools for Studying Post-translational Modifications

Protein post-translational modifications (PTMs) regulate nearly all biological processes in eukaryotic cells, and synthetic PTM protein tools are widely used to detect the activity of the related enzymes and identify the interacting proteins in cell lysates. Recently, the study of these enzymes and the interacting proteome has been accomplished in live cells using cell-permeable PTM protein tools. In this concept, we will introduce cell penetrating techniques, the syntheses of cell-permeable PTM protein tools, and offer some future perspective.

Development of multifunctional synthetic nucleosomes to interrogate chromatin-mediated protein interactions

Various proteins bind to chromatin to regulate DNA and its associated processes such as replication, transcription, and damage repair. The identification and characterization of these chromatin-associating proteins remain a challenge, as their interactions with chromatin often occur within the context of the local nucleosome or chromatin structure, which makes conventional peptide-based strategies unsuitable. Here, we developed a simple and robust protein labeling chemistry to prepare synthetic multifunctional nucleosomes that carry a photoreactive group, a biorthogonal handle, and a disulfide moiety to examine chromatin-protein interactions in a nucleosomal context. Using the prepared protein- and nucleosome-based photoaffinity probes, we examined a number of protein-protein and protein-nucleosome interactions. In particular, we (i) mapped the binding sites for the HMGN2-nucleosome interaction, (ii) provided the evidence for transition between the active and poised states of DOT1L in recognizing H3K79 within the nucleosome, and (iii) identified OARD1 and LAP2α as nucleosome acidic patch-associating proteins. This study provides powerful and versatile chemical tools for interrogating chromatin-associating proteins.

Chemical Biology Approaches to Identify and Profile Interactors of Chromatin Modifications

In eukaryotes, DNA is packaged with histone proteins in a complex known as chromatin. Both the DNA and histone components of chromatin can be chemically modified in a wide variety of ways, resulting in a complex landscape often referred to as the "epigenetic code". These modifications are recognized by effector proteins that remodel chromatin and modulate transcription, translation, and repair of the underlying DNA. In this Review, we examine the development of methods for characterizing proteins that interact with these histone and DNA modifications. "Mark first" approaches utilize chemical, peptide, nucleosome, or oligonucleotide probes to discover interactors of a specific modification. "Reader first" approaches employ arrays of peptides, nucleosomes, or oligonucleotides to profile the binding preferences of interactors. These complementary strategies have greatly enhanced our understanding of how chromatin modifications effect changes in genomic regulation, bringing us ever closer to deciphering this complex language.

Menin "reads" H3K79me2 mark in a nucleosomal context

Methylation of histone H3 lysine-79 (H3K79) is an epigenetic mark for gene regulation in development, cellular differentiation, and disease progression. However, how this histone mark is translated into downstream effects remains poorly understood owing to a lack of knowledge about its readers. We developed a nucleosome-based photoaffinity probe to capture proteins that recognize H3K79 dimethylation (H3K79me2) in a nucleosomal context. In combination with a quantitative proteomics approach, this probe identified menin as a H3K79me2 reader. A cryo-electron microscopy structure of menin bound to an H3K79me2 nucleosome revealed that menin engages with the nucleosome using its fingers and palm domains and recognizes the methylation mark through a π-cation interaction. In cells, menin is selectively associated with H3K79me2 on chromatin, particularly in gene bodies.

Finding a vocation for validation: taking proteomics beyond association and location

First established in the seventies, proteomics, chemoproteomics, and most recently, spatial/proximity-proteomics technologies have empowered researchers with new capabilities to illuminate cellular communication networks that govern sophisticated decision-making processes. With an ever-growing inventory of these advanced proteomics tools, the onus is upon the researchers to understand their individual advantages and limitations, such that we can ensure rigorous implementation and conclusions derived from critical data interpretations backed up by orthogonal series of functional validations. This perspective-based on the authors' experience in applying varied proteomics workflows in complex living models-underlines key book-keeping considerations, comparing and contrasting most-commonly-deployed modern proteomics profiling technologies. We hope this article stimulates thoughts among expert users and equips new-comers with practical knowhow of what has become an indispensable tool in chemical biology, drug discovery, and broader life-science investigations.

Uncovering the Domain-Specific Interactome of the TAF1 Tandem Reader Using Site-Specific Azide-Acetyllysine Photochemistry

Combinatorial readout of histone post-translational modifications by tandem reader modules mediates crosstalk among different histone modifications. To identify the domain-specific interactome of the tandem reader, we engineered the dual bromodomain of TATA-binding protein-associated factor-1 (TAF1) to carry a photoactivatable unnatural amino acid, 4-azido-l-phenylalanine (AzF), via amber suppressor mutagenesis. Using computational approaches, we modeled the targeted residues of TAF1 with AzF to predict the cross-linking distance between the reactive arylazide and its interacting partner. We developed three photoactivatable TAF1 tandem-bromodomain analogues, viz., Y1403AzF in bromodomain 1 (BD1), W1526AzF in bromodomain 2 (BD2), and Y1403AzF/W1526AzF in both BD1 and BD2. Circular dichroism and a thermal shift assay were used to confirm the structural integrity of the engineered readers. Using the TAF1 tandem-bromodomain analogues, we characterized their histone ligand binding properties by isothermal titration calorimetry and photo-cross-linking experiments. We found that the dual bromodomain of TAF1 independently binds and cross-links to different acetylated histone ligands. We further used the engineered BD1 and BD2 analogues of the TAF1 tandem readers to identify their domain-specific interacting partners at the cellular level. Both BD1 and BD2 independently cross-link to a unique interactome, and importantly, the dual cross-linker carrying TAF1 analogue could capture both BD1- and BD2-specific interactomes. Our work concludes that BD1 and BD2 of the TAF1 tandem reader independently recognize their interacting partners to regulate downstream cellular functions.

PTMint database of experimentally verified PTM regulation on protein-protein interaction

MOTIVATION

Post-translational modification (PTM) is an important biochemical process. which includes six most well-studied types: phosphorylation, acetylation, methylation, sumoylation, ubiquitylation and glycosylation. PTM is involved in various cell signaling pathways and biological processes. Abnormal PTM status is closely associated with severe diseases (such as cancer and neurologic diseases) by regulating protein functions, such as protein-protein interactions (PPIs). A set of databases was constructed separately for PTM sites and PPI; however, the resource of regulation for PTM on PPI is still unsolved.

RESULTS

Here, we firstly constructed a public accessible database of PTMint (PTMs that are associated with PPIs) (https://ptmint.sjtu.edu.cn/) that contains manually curated complete experimental evidence of the PTM regulation on PPIs in multiple organisms, including Homo sapiens, Arabidopsis thaliana, Caenorhabditis elegans, Drosophila melanogaster, Saccharomyces cerevisiae and Schizosaccharomyces pombe. Currently, the first version of PTMint encompassed 2477 non-redundant PTM sites in 1169 proteins affecting 2371 protein-protein pairs involving 357 diseases. Various annotations were systematically integrated, such as protein sequence, structure properties and protein complex analysis. PTMint database can help to insight into disease mechanism, disease diagnosis and drug discovery associated with PTM and PPI.

AVAILABILITY AND IMPLEMENTATION

PTMint is freely available at: https://ptmint.sjtu.edu.cn/.

SUPPLEMENTARY INFORMATION

Supplementary data are available at Bioinformatics online.

An intersectional analysis of LncRNAs and mRNAs reveals the potential therapeutic targets of Bi Zhong Xiao Decoction in collagen-induced arthritis rats

Background

Bi Zhong Xiao decoction (BZXD), a traditional Chinese herbal formula, has been used clinically for many years to treat rheumatoid arthritis (RA). Both clinical and experimental studies have revealed that BZXD is effective in treating RA, but the mechanism remains unclear. In this study, we aimed to explore the mechanism of efficacy of BZXD through transcriptomic analysis of lncRNA and mRNA.

Methods

The combination method of ultra-high performance liquid chromatography-mass spectrometry/mass spectrometry was used to assess the quality of BZXD. The efficacy of BZXD in treating collagen-induced arthritis (CIA) was evaluated by clinical assessment, weight changes, hematoxylin–eosin and safranin o-fast green staining, and Micro-CT. Arraystar rat lncRNA-mRNA chip technology was used to determine the lncRNA and mRNA expression profiles of the Control, CIA and BZXD groups, and to screen gene expression profiles related to the curative effect of BZXD. A lncRNA-mRNA co-expression network was constructed for the therapeutic efficacy genes. Through GO function and KEGG pathway enrichment analysis, the biological functions and signaling pathways of therapeutic efficacy genes were determined. Based on fold change and functional annotation, key differentially expressed lncRNAs and mRNAs were selected for reverse transcription-quantitative polymerase chain reaction (RT-qPCR) validation. The functions of lncRNAs targeting mRNAs were verified in vitro.

Results

We demonstrated that BZXD could effectively reverse bone erosion. After BZXD treatment, up to 33 lncRNAs and 107 mRNAs differentially expressed genes were reversely regulated by BZXD. These differentially expressed lncRNAs are mainly involved in the biological process of the immune response and are closely related to the ECM-receptor interaction, MAPK signaling pathway, Focal adhesion, Ras signaling pathway, Antigen processing and presentation, and Chemokine signaling pathway. We identified four lncRNAs (uc.361−, ENSRNOT00000092834, ENSRNOT00000089244, ENSRNOT00000084631) and three mRNAs (Acvr2a, Cbx2, Morc4) as potential therapeutic targets for BZXD and their microarray data consistent with the RT-qPCR. In vitro experiments confirmed that silencing the lncRNAs ENSRNOT00000092834 and ENSRNOT00000084631 reversed the expression of target mRNAs.

Conclusions

This study elucidates the possible mechanism of BZXD reversing bone erosion in CIA rats from the perspective of lncRNA and mRNA. To provide a basis and direction for further exploration of the mechanism of BZXD in treating RA.

Supplementary Information

The online version contains supplementary material available at 10.1186/s13020-022-00670-z.

Deciphering the Interactome of Histone Marks in Living Cells via Genetic Code Expansion Combined with Proximity Labeling

Deciphering the endogenous interactors of histone post-translational modifications (hPTMs, also called histone marks) is essential to understand the mechanisms of epigenetic regulation. However, most of the analytical methods to determine hPTM interactomes are in vitro settings, lacking interrogating native chromatin. Although lysine crotonylation (Kcr) has recently been considered an important hPTM for the regulation of gene transcription, the interactors of Kcr still remain to be explored. Herein, we present a general approach relying upon a genetic code expansion system, APEX2 (engineered peroxidase)-mediated proximity labeling, and quantitative proteomics to profile interactomes of the selected hPTMs in living cells. We genetically fused APEX2 to the recombinant histone H3 with a crotonyl lysine inserted site specifically to generate APEX2-H3K9cr that incorporated into native chromatin. Upon activation, APEX2 triggered in vivo biotin labeling of H3K9cr interactors that can then be enriched with streptavidin beads and identified by mass spectrometry. Proteomic analysis further revealed the endogenous interactomes of H3K9cr and confirmed the reliability of the method. Moreover, DPF2 was identified as a candidate interactor, and the binding interaction of DPF2 to H3K9c was further characterized and verified. This study provides a novel strategy for the identification of hPTM interactomes in living cells, and we envision that this is key to elucidating epigenetic regulatory pathways.

Structural and Functional Attributes of Microrchidia Family of Chromatin Remodelers

Chromatin remodelers affect the spatio-temporal dynamics of global gene-expression by structurally modulating and/or reorganizing the chromatin. Microrchidia (MORC) family is a relatively new addition to the four well studied families of chromatin remodeling proteins. In this review, we discuss the current understanding of the structural aspects of human MORCs as well as their epigenetic functions. From a molecular and systems-level perspective, we explore their participation in phase-separated structures, possible influence on various biological processes through protein-protein interactions, and potential extra-nuclear roles. We describe how dysregulation/dysfunction of MORCs can lead to various pathological conditions. We conclude by emphasizing the importance of undertaking integrated efforts to obtain a holistic understanding of the various biological roles of MORCs.

PlantMWpIDB: a database for the molecular weight and isoelectric points of the plant proteomes

The molecular weight and isoelectric point of the proteins are very important parameters that control their subcellular localization and subsequent function. Although the genome sequence data of the plant kingdom improved enormously, the proteomic details have been poorly elaborated. Therefore, we have calculated the molecular weight and isoelectric point of the plant proteins and reported them in this database. A database, PlantMWpIDB, containing protein data from 342 plant proteomes was created to provide information on plant proteomes for hypothesis formulation in basic research and for biotechnological applications. The Molecular weight and isoelectric point (pI) are important molecular parameters of proteins that are useful when conducting protein studies involving 2D gel electrophoresis, liquid chromatography-mass spectrometry, and X-ray protein crystallography. PlantMWpIDB provides an easy-to-use and efficient interface for search options and generates a summary of basic protein parameters. The database represents a virtual 2D proteome map of plants, and the molecular weight and pI of a protein can be obtained by searching on the name of a protein, a keyword, or by a list of accession numbers. The PlantMWpIDB database also allows one to query protein sequences. The database can be found in the following link https://plantmwpidb.com/ . The individual 2D virtual proteome map of the plant kingdom will enable us to understand the proteome diversity between different species. Further, the molecular weight and isoelectric point of individual proteins can enable us to understand their functional significance in different species.

Generic Plug-and-Play Strategy for High-Throughput Analysis of PTM-Mediated Protein Complexes

Protein complexes mediated by various post-translational modifications (PTMs) play important roles in almost every aspect of biological processes. PTM-mediated protein complexes often have weak and transient binding properties, which limit their unbiased profiling especially in complex biological samples. Here, we developed a plug-and-play chemical proteomic approach for high-throughput analyis of PTM-mediated protein complexes. Taking advantage of the glutathione-S-transferase (GST) tag, which is the gold standard for protein purification and has wide access to a variety of proteins of interest (POIs), a glutathione (GSH) group- and photo-cross-linking group-containing trifunctional chemical probe was developed to tag POIs and assembled onto a streptavidin-coated 96-well plate for affinity purification, photo-cross-linking, and proteomics sample preparation in a fully integrated manner. Compared with the previously developed photo-pTyr-scaffold strategy, by assembling the tyrosine phosphorylation (pTyr) binding domain through covalent NHS chemistry, the new plug-and-play strategy using a noncovalent GST-GSH interaction has comparable enrichment efficiency for EGF stimulation-dependent pTyr protein complexes. To further prove its feasibility, we additionally assembled four pTyr-binding domains in the 96-well plate and selectively identified their pTyr-dependent interacting proteins. Importantly, we systematically optimized and applied the plug-and-play approach for exploring protein methylation-mediated protein complexes, which are difficult to be characterized due to their weak binding affinity and the lack of efficient enrichment strategies. We explored a comprehensive protein methylation-mediated interaction network assembled by five protein methylation binding domains including the chromo domain of MPP8, tandem tudor domain of KDM4A, full-length CBX1, PHD domain of RAG2, and tandem tudor domain of TP53BP1 and validated the chromo domain- and tudor domain-mediated interaction with histone H3. Collectively, this plug-and-play approach provides a convenient and generic strategy for exploring PTM-dependent protein complexes for any POIs with the GST tag.

Roles of Negatively Charged Histone Lysine Acylations in Regulating Nucleosome Structure and Dynamics

The nucleosome, the basic repeating unit of chromatin, is a dynamic structure that consists of DNA and histones. Insights derived from biochemical and biophysical approaches have revealed that histones posttranslational modifications (PTMs) are key regulators of nucleosome structure and dynamics. Mounting evidence suggests that the newly identified negatively charged histone lysine acylations play significant roles in altering nucleosome and chromatin dynamics, subsequently affecting downstream DNA-templated processes including gene transcription and DNA damage repair. Here, we present an overview of the dynamic changes of nucleosome and chromatin structures in response to negatively charged histone lysine acylations, including lysine malonylation, lysine succinylation, and lysine glutarylation.

Overview of protein posttranslational modifications in Arthropoda venoms

Accidents with venomous animals are a public health issue worldwide. Among the species involved in these accidents are scorpions, spiders, bees, wasps, and other members of the phylum Arthropoda. The knowledge of the function of proteins present in these venoms is important to guide diagnosis, therapeutics, besides being a source of a large variety of biotechnological active molecules. Although our understanding about the characteristics and function of arthropod venoms has been evolving in the last decades, a major aspect crucial for the function of these proteins remains poorly studied, the posttranslational modifications (PTMs). Comprehension of such modifications can contribute to better understanding the basis of envenomation, leading to improvements in the specificities of potential therapeutic toxins. Therefore, in this review, we bring to light protein/toxin PTMs in arthropod venoms by accessing the information present in the UniProtKB/Swiss-Prot database, including experimental and putative inferences. Then, we concentrate our discussion on the current knowledge on protein phosphorylation and glycosylation, highlighting the potential functionality of these modifications in arthropod venom. We also briefly describe general approaches to study "PTM-functional-venomics", herein referred to the integration of PTM-venomics with a functional investigation of PTM impact on venom biology. Furthermore, we discuss the bottlenecks in toxinology studies covering PTM investigation. In conclusion, through the mining of PTMs in arthropod venoms, we observed a large gap in this field that limits our understanding on the biology of these venoms, affecting the diagnosis and therapeutics development. Hence, we encourage community efforts to draw attention to a better understanding of PTM in arthropod venom toxins.

Uncovering post-translational modification-associated protein-protein interactions

In living systems, the chemical space and functional repertoire of proteins are dramatically expanded through the post-translational modification (PTM) of various amino acid residues. These modifications frequently trigger unique protein-protein interactions (PPIs) - for example with reader proteins that directly bind the modified amino acid residue - which leads to downstream functional outcomes. The modification of a protein can also perturb its PPI network indirectly, for example, through altering its conformation or subcellular localization. Uncovering the network of unique PTM-triggered PPIs is essential to fully understand the roles of an ever-expanding list of PTMs in our biology. In this review, we discuss established strategies and current challenges associated with this endeavor.

Residue-Residue Contact Can Be a Potential Feature for the Prediction of Lysine Crotonylation Sites

Lysine crotonylation (Kcr) is involved in plenty of activities in the human body. Various technologies have been developed for Kcr prediction. Sequence-based features are typically adopted in existing methods, in which only linearly neighboring amino acid composition was considered. However, modified Kcr sites are neighbored by not only the linear-neighboring amino acid but also those spatially surrounding residues around the target site. In this paper, we have used residue-residue contact as a new feature for Kcr prediction, in which features encoded with not only linearly surrounding residues but also those spatially nearby the target site. Then, the spatial-surrounding residue was used as a new scheme for feature encoding for the first time, named residue-residue composition (RRC) and residue-residue pair composition (RRPC), which were used in supervised learning classification for Kcr prediction. As the result suggests, RRC and RRPC have achieved the best performance of RRC at an accuracy of 0.77 and an area under curve (AUC) value of 0.78, RRPC at an accuracy of 0.74, and an AUC value of 0.80. In order to show that the spatial feature is of a competitively high significance as other sequence-based features, feature selection was carried on those sequence-based features together with feature RRPC. In addition, different ranges of the surrounding amino acid compositions' radii were used for comparison of the performance. After result assessment, RRC and RRPC features have shown competitively outstanding performance as others or in some cases even around 0.20 higher in accuracy or 0.3 higher in AUC values compared with sequence-based features.

Chemical biology approaches to study histone interactors

Protein-protein interactions (PPIs) in the nucleus play key roles in transcriptional regulation and ensure genomic stability. Critical to this are histone-mediated PPI networks, which are further fine-tuned through dynamic post-translational modification. Perturbation to these networks leads to genomic instability and disease, presenting epigenetic proteins as key therapeutic targets. This mini-review will describe progress in mapping the combinatorial histone PTM landscape, and recent chemical biology approaches to map histone interactors. Recent advances in mapping direct interactors of histone PTMs as well as local chromatin interactomes will be highlighted, with a focus on mass-spectrometry based workflows that continue to illuminate histone-mediated PPIs in unprecedented detail.

Integrative Chemical Biology Approaches to Deciphering the Histone Code: A Problem-Driven Journey

The hereditary blueprint of a eukaryotic cell is encoded in its genomic DNA that is tightly compacted into chromatin together with histone proteins. The basic repeating units of chromatin fibers are nucleosomes, in which approximately 1.7 turns of DNA wrap around a proteinaceous octamer consisting of two copies of histones H2A, H2B, H3, and H4. Histones are extensively decorated by a variety of posttranslational modifications (PTMs, e.g., methylation, acetylation, ubiquitylation, phosphorylation, etc.), serving as one of the cellular mechanisms that regulates DNA-templated processes, including but not limited to gene transcription, DNA replication, and DNA damage repair. Most of the histone PTMs exist in dynamic fluctuations, and their on and off states are exquisitely regulated by enzymes known as "writers" and "erasers", respectively. When installed at certain sites, histone PTMs can change the local physicochemical environment and thereby directly influence the nucleosome and chromatin structures. Alternatively, histone PTMs can recruit effectors (or "readers") to signal the downstream events. A "histone code" hypothesis has been proposed in which the combinatory actions of different histone PTMs orchestrate the epigenetic landscape of cells, modulating the activity of the underlying DNA and maintaining the genome stability between generations. Accumulating evidence also suggests that malfunctions of histone PTMs are associated with the pathogenesis of human diseases, such as cancer. It is therefore important to fully decipher the histone code, namely, to dissect the regulatory mechanisms and biological functions of histone PTMs.Owing to the advances in state-of-the-art mass spectrometry, dozens of novel histone modifications have been archived during the past decade. However, most of these newly identified histone PTMs remain poorly explored. To unravel the roles played by these PTMs in histone code, key questions that have driven our study are (i) how to detect the novel histone PTMs; (ii) how to identify the enzymes that catalyze the addition (writers) and removal (erasers) of the histone PTMs along with the regulating mechanisms; (iii) what is the biological significance of the histone PTMs and how do they function, by affecting the nucleosome and chromatin dynamics or by recruiting readers; and (iv) how to develop chemical probes to interrogate the histone PTMs or even serve as potential leads for the drug discovery campaigns to treat diseases caused by abnormalities in the regulation of histone PTMs.This Account focuses on our efforts in developing and applying chemical tools and methods to answer the above questions. Specifically, we review the detection of negatively charged histone acylations by developing and applying chemical reporters; preparing homogeneous nucleosomes carrying negatively charged acylations by protein chemistry approaches and the in vitro biophysical analyses of the effects of the acylations on nucleosome structures; investigating the negatively charged acylations' influence on chromatin dynamics in vivo using yeast genetic approaches; identifying and characterizing protein-protein interactions (PPIs) mediated by histone PTMs in different biological contexts (i.e., to identify the readers and erasers) by establishing a chemical proteomics platform that is enabled by photo-cross-linking chemistry and quantitative proteomics strategies; and manipulating PTM-mediated PPIs by the structure-guided design of inhibitors. We also discuss possible future directions in our journey to fully decipher the histone code.

Engineering an acetyllysine reader with a photocrosslinking amino acid for interactome profiling

The site-specific installation of light-activable crosslinker unnatural amino acids offers a powerful approach to trap transient protein-protein interactions both in vitro and in vivo. Herein, we engineer a bromodomain to introduce 4-benzoyl-L-phenylalanine (BzF) using amber suppressor mutagenesis without compromising its ability to recognize the acetylated histone proteins. We demonstrate the high crosslinking efficiency of the engineered reader towards the interacting partners and its suitability for profiling the transient bromodomain interactome.

Molecular Epigenetics: Chemical Biology Tools Come of Age

The field of epigenetics has exploded over the last two decades, revealing an astonishing level of complexity in the way genetic information is stored and accessed in eukaryotes. This expansion of knowledge, which is very much ongoing, has been made possible by the availability of evermore sensitive and precise molecular tools. This review focuses on the increasingly important role that chemistry plays in this burgeoning field. In an effort to make these contributions more accessible to the nonspecialist, we group available chemical approaches into those that allow the covalent structure of the protein and DNA components of chromatin to be manipulated, those that allow the activity of myriad factors that act on chromatin to be controlled, and those that allow the covalent structure and folding of chromatin to be characterized. The application of these tools is illustrated through a series of case studies that highlight how the molecular precision afforded by chemistry is being used to establish causal biochemical relationships at the heart of epigenetic regulation.

Mechanistic similarities in recognition of histone tails and DNA by epigenetic readers

The past two decades have witnessed rapid advances in the identification and characterization of epigenetic readers, capable of recognizing or reading post-translational modifications in histones. More recently, a new set of readers with the ability to interact with the nucleosome through concomitant binding to histones and DNA has emerged. In this review, we discuss mechanistic insights underlying bivalent histone and DNA recognition by newly characterized readers and highlight the importance of binding to DNA for their association with chromatin.

A tri-functional amino acid enables mapping of binding sites for posttranslational-modification-mediated protein-protein interactions

Posttranslational modification (PTM), through the recruitment of effector proteins (i.e., "readers") that signal downstream events, plays key roles in regulating a variety of cellular processes. To understand how a PTM is recognized, it is necessary to find its readers and, importantly, the location of the binding pockets responsible for PTM recognition. Although various methods have been developed to identify PTM readers, it remains a challenge to directly map the PTM-binding regions, especially for intrinsically disordered domains. Here, we demonstrate a photo-crosslinkable, clickable, and cleavable tri-functional amino acid, ADdis-Cys, that when coupled with mass spectrometry (ADdis-Cys-MS) can not only identify PTM readers from complex proteomes but also simultaneously map their PTM-recognition modules. Using ADdis-Cys-MS, we successfully identify the binding sites of several reader-PTM interactions, among which we discover human C1QBP as a histone chaperone. This robust method should find wide applications in examining other histone or non-histone PTM-mediated protein-protein interactions.

Accelerating the Field of Epigenetic Histone Modification Through Mass Spectrometry-Based Approaches

Histone post-translational modifications (PTMs) are one of the main mechanisms of epigenetic regulation. Dysregulation of histone PTMs leads to many human diseases, such as cancer. Because of its high throughput, accuracy, and flexibility, mass spectrometry (MS) has emerged as a powerful tool in the epigenetic histone modification field, allowing the comprehensive and unbiased analysis of histone PTMs and chromatin-associated factors. Coupled with various techniques from molecular biology, biochemistry, chemical biology, and biophysics, MS has been used to characterize distinct aspects of histone PTMs in the epigenetic regulation of chromatin functions. In this review, we will describe advancements in the field of MS that have facilitated the analysis of histone PTMs and chromatin biology.

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Middle–down is the most suitable to study histone combinatorial post-translational modifications.

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Crosslinking MS has a variety of potential applications in exploring histone post-translational modifications.

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Hydrogen–deuterium exchange MS holds great promise to study the compaction of nucleosome.

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Multi-omics approaches are useful to study complex regulatory networks.

Characterization and identification of lysine crotonylation sites based on machine learning method on both plant and mammalian

Lysine crotonylation (Kcr) is a type of protein post-translational modification (PTM), which plays important roles in a variety of cellular regulation and processes. Several methods have been proposed for the identification of crotonylation. However, most of these methods can predict efficiently only on histone or non-histone protein. Therefore, this work aims to give a more balanced performance in different species, here plant (non-histone) and mammalian (histone) are involved. SVM (support vector machine) and RF (random forest) were employed in this study. According to the results of cross-validations, the RF classifier based on EGAAC attribute achieved the best predictive performance which performs competitively good as existed methods, meanwhile more robust when dealing with imbalanced datasets. Moreover, an independent test was carried out, which compared the performance of this study and existed methods based on the same features or the same classifier. The classifiers of SVM and RF could achieve best performances with 92% sensitivity, 88% specificity, 90% accuracy, and an MCC of 0.80 in the mammalian dataset, and 77% sensitivity, 83% specificity, 70% accuracy and 0.54 MCC in a relatively small dataset of mammalian and a large-scaled plant dataset respectively. Moreover, a cross-species independent testing was also carried out in this study, which has proved the species diversity in plant and mammalian.

Molecular mechanism of the MORC4 ATPase activation

Human Microrchidia 4 (MORC4) is associated with acute and chronic pancreatitis, inflammatory disorders and cancer but it remains largely uncharacterized. Here, we describe the structure-function relationship of MORC4 and define the molecular mechanism for MORC4 activation. Enzymatic and binding assays reveal that MORC4 has ATPase activity, which is dependent on DNA-binding functions of both the ATPase domain and CW domain of MORC4. The crystal structure of the ATPaseCW cassette of MORC4 and mutagenesis studies show that the DNA-binding site and the histone/ATPase binding site of CW are located on the opposite sides of the domain. The ATPase and CW domains cooperate in binding of MORC4 to the nucleosome core particle (NCP), enhancing the DNA wrapping around the histone core and impeding binding of DNA-associated proteins, such as transcription factors, to the NCP. In cells, MORC4 mediates formation of nuclear bodies in the nucleus and has a role in the progression of S-phase of the cell cycle, and both these functions require CW and catalytic activity of MORC4. Our findings highlight the mechanism for MORC4 activation, which is distinctly different from the mechanisms of action observed in other MORC family members.

A Photo-clickable ATP-Mimetic Reveals Nucleotide Interactors in the Membrane Proteome

ATP is an important energy metabolite and allosteric signal in health and disease. ATP-interacting proteins, such as P2 receptors, control inflammation, cell death, migration, and wound healing. However, identification of allosteric ATP sites remains challenging, and our current inventory of ATP-controlled pathways is likely incomplete. Here, we develop and verify mipATP as a minimally invasive photoaffinity probe for ATP-interacting proteins. Its N⁶ functionalization allows target enrichment by UV crosslinking and conjugation to reporter tags by "click" chemistry. The additions are compact, allowing mipATP to completely retain the calcium signaling responses of native ATP in vitro and in vivo. mipATP specifically enriched for known nucleotide binders in A549 cell lysates and membrane fractions. In addition, it retrieved unannotated ATP interactors, such as the FAS receptor, CD44, and various SLC transporters. Thus, mipATP is a promising tool to identify allosteric ATP sites in the proteome.

In situ chromatin interactomics using a chemical bait and trap approach

Elucidating the physiological binding partners of histone post-translational modifications (hPTMs) is key to understanding fundamental epigenetic regulatory pathways. Determining such interactomes will enable the study of how perturbations of these interactions affect disease. Here we use a synthetic biology approach to set a series of hPTM-controlled photo-affinity traps in native chromatin. Using quantitative proteomics, the local interactomes of these chemically customized chromatin landscapes are determined. We show that the approach captures transiently interacting factors such as methyltransferases and demethylases, as well as previously reported and novel hPTM reader proteins. We also apply this in situ proteomics approach to a recently disclosed cancer-associated histone mutation, H3K4M, revealing a number of perturbed interactions with the mutated tail. Collectively our studies demonstrate that modifying and interrogating native chromatin with chemical precision is a powerful tool for exploring epigenetic regulation and dysregulation at the molecular level.

Wide Grain 7 increases grain width by enhancing H3K4me3 enrichment in the OsMADS1 promoter in rice (Oryza sativa L.)

Grain size is a major determinant of grain weight, a key component of grain yield of rice. Here, we identified the grain size gene WIDE GRAIN 7 (WG7) from a T-DNA insertion mutant. The grain size of WG7 knockout mutants and WG7 overexpression lines indicated that WG7 is a positive regulator of grain size. WG7 encodes a cysteine-tryptophan (CW) domain-containing transcriptional activator. EMSAs and ChIP-qPCR assay confirmed that WG7 directly bound to the promoter of OsMADS1, a grain size gene, and thereby significantly activated its expression. Point mutations showed that the cis-element CATTTC motif in the promoter was the binding site of WG7. Compared with the wild-type, deletion mutants of the cis-element motif exhibited lower expression of OsMADS1 and produced narrower grains, implicating the requirement of this motif for WG7 function. ChIP-qPCR assays showed that WG7 enhanced histone H3K4me3 enrichment in the promoter of OsMADS1. WG7 underwent directional selection due to the poor fertility of the non-functional mutant. These findings demonstrated that WG7 upregulated OsMADS1 expression by directly binding to its promoter, enhanced histone H3K4me3 enrichment in the promoter and ultimately increased grain width. This study will enrich the knowledge concerning the regulatory network of grain size formation in rice.

Photo Cross-Linking Probes Containing ϵ-N-Thioacyllysine and ϵ-N-Acyl-(δ-aza)lysine Residues

Posttranslational modifications (PTMs) are important in the regulation of protein function, trafficking, localization, and marking for degradation. This work describes the development of peptide activity/affinity-based probes for the discovery of proteins that recognize novel acyl-based PTMs on lysine residues in the proteome. The probes contain surrogates of ϵ-N-acyllysine by introduction of either hydrazide or thioamide functionalities to circumvent hydrolysis of the modification during the experiments. In addition to the modified PTMs, the developed chemotypes were analyzed with respect to the effect of peptide sequence. The photo cross-linking conditions and subsequent functionalization of the covalent adducts were systematically optimized by applying fluorophore labeling and gel electrophoresis (in-gel fluorescence measurements). Finally, selected probes, containing the ϵ-N-glutaryllysine and ϵ-N-myristoyllysine analogues, were successfully applied for the enrichment of native, endogenous proteins from cell lysate, recapitulating the expected interactions of SIRT5 and SIRT2, respectively. Interestingly, the latter mentioned was able to pull down two different splice variants of SIRT2, which has not been achieved with a covalent probe before. Based on this elaborate proof-of-concept study, we expect that the technology will have broad future applications for pairing of novel PTMs with the proteins that target them in the cell.

Challenges for base excision repair enzymes: Acquiring access to damaged DNA in chromatin

Repair of damaged DNA plays a crucial role in maintaining genomic integrity and normal cell function. The base excision repair (BER) pathway is primarily responsible for removing modified nucleobases that would otherwise cause deleterious and mutagenic consequences and lead to disease. The BER process is initiated by a DNA glycosylase, which recognizes and excises the target nucleobase lesion, and is completed via downstream enzymes acting in a well-coordinated manner. A majority of our current understanding about how BER enzymes function comes from in vitro studies using free duplex DNA as a simplified model. In eukaryotes, however, BER is challenged by the packaging of genomic DNA into chromatin. The fundamental structural repeating unit of chromatin is the nucleosome, which presents a more complex substrate context than free duplex DNA for repair. In this chapter, we discuss how BER enzymes, particularly glycosylases, engage in the context of packaged DNA with insights obtained from both in vivo and in vitro studies. Furthermore, we review factors and mechanisms that can modify chromatin architecture and/or influence DNA accessibility to BER machinery, such as the geometric location of the damage site, nucleosomal DNA unwrapping, histone post-translational modifications, histone variant incorporation, and chromatin remodeling.

MORC3 Forms Nuclear Condensates through Phase Separation

Phase separation can produce local structures with specific functionality in the cell, and in the nucleus, this can lead to chromatin reorganization. Microrchidia 3 (MORC3) is a human ATPase that has been implicated in autoimmune disorders and cancer. Here, we show that MORC3 forms phase-separated condensates with liquid-like properties in the cell nucleus. Fluorescence live-cell imaging reveals that the MORC3 condensates are heterogeneous and undergo dynamic morphological changes during the cell cycle. The ATPase activity of MORC3 drives its phase separation in vitro and requires DNA binding and releasing the MORC3 CW domain-dependent autoinhibition through association with histone H3. Our findings suggest a mechanism by which the ATPase function of MORC3 mediates MORC3 nuclear compartmentalization.

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MORC3 forms nuclear condensates with liquid-like characteristics

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Morphology of the MORC3 condensates changes during the cell cycle

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Phase separation depends on the MORC3 ATPase activity and DNA binding

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CW impedes the ability of MORC3 to form condensates

Deciphering the Roles of N-Glycans on Collagen-Platelet Interactions

Collagen is a potent agonist for platelet activation, presenting itself as a key contributor to coagulation via interactions with platelet glycoproteins. The fine details dictating platelet-collagen interactions are poorly understood. In particular, glycosylation could be a key determinant in the platelet-collagen interaction. Here, we report an affinity purification coupled to a mass spectrometry-based approach to elucidate the function of N-glycans in dictating platelet-collagen interactions. By integrative proteomic and glycoproteomic analysis of collagen-platelet interactive proteins with N-glycan manipulation, we demonstrate that the interaction of platelet adhesive receptors with collagen is highly N-glycan regulated, with glycans on many receptors playing positive roles in collagen binding, with glycans on other platelet glycoproteins exhibiting inhibitory roles on the binding to collagen. Our results significantly enhance our understanding of the details of glycans influencing the platelet-collagen interaction.

Identification and characterization of 'readers' for novel histone modifications

Histone readers recognize histone modifications and mediate downstream biological events. A series of strategies to identify new histone readers have been developed and improved recently. Asides from the traditional pull-down methods and protein structure/function based educated guess, crosslinking and high-throughput screening based strategies led to the discovery of many new histone readers. In this review, we reviewed the rationale and applications of photo-affinity lysine based crosslinking strategies and array/designer nucleosome libraries based high-throughput screening strategies. Epigenome editing technologies to incorporate histone modifications in cells were also discussed. Finally, we summarized the newly identified histone readers (e.g. ZZ domain and Agenet domain) and histone modifications (e.g. serotonylation and benzoylation).

Mechanism for autoinhibition and activation of the MORC3 ATPase

Microrchidia 3 (MORC3) is a human protein linked to autoimmune disorders, Down syndrome, and cancer. It is a member of a newly identified family of human ATPases with an uncharacterized mechanism of action. Here, we elucidate the molecular basis for inhibition and activation of MORC3. The crystal structure of the MORC3 region encompassing the ATPase and CW domains in complex with a nonhydrolyzable ATP analog demonstrates that the two domains are directly coupled. The extensive ATPase:CW interface stabilizes the protein fold but inhibits the catalytic activity of MORC3. Enzymatic, NMR, mutational, and biochemical analyses show that in the autoinhibited, off state, the CW domain sterically impedes binding of the ATPase domain to DNA, which in turn is required for the catalytic activity. MORC3 autoinhibition is released by disrupting the intramolecular ATPase:CW coupling through the competitive interaction of CW with histone H3 tail or by mutating the interfacial residues. Binding of CW to H3 leads to a marked rearrangement in the ATPase-CW cassette, which frees the DNA-binding site in active MORC3 (on state). We show that ATP-induced dimerization of the ATPase domain is strictly required for the catalytic activity and that the dimeric form of ATPase-CW might cooperatively bind to dsDNA. Together, our findings uncovered a mechanism underlying the fine-tuned regulation of the catalytic domain of MORC3 by the epigenetic reader, CW.

Post-translational modification of ESKAPE pathogens as a potential target in drug discovery

ESKAPE pathogens are gaining clinical importance owing to their high pervasiveness and increasing resistance to various antimicrobials. These bacteria have several post-translational modifications (PTMs) that destabilize or divert host cell pathways. Prevalent PTMs of ESKAPE pathogens include addition of chemical groups (acetylation, phosphorylation, methylation and hydroxylation) or complex molecules (AMPylation, ADP-ribosylation, glycosylation and isoprenylation), covalently linked small proteins [ubiquitylation, ubiquitin-like proteins (UBL) conjugation and small ubiquitin-like modifier (SUMO)] or modification of amino acid side-chains (eliminylation and deamidation). Therefore, the understanding of different bacterial PTMs and host proteins manipulated by these PTMs provides better insight into host-pathogen interaction and will also help to develop new antibacterial agents against ESKAPE pathogens.

Interrogating Interactions and Modifications of Histones in Live Cells

In this issue of Cell Chemical Biology, new methods are reported to interrogate histone interactions and modifications. Kleiner et al. (2018) develop a chemical proteomics platform for profiling of direct, context-dependent histone-protein interactions in living cells, and Delachat et al. (2018) engineer fluorescent sensors for coexisting histone modifications in live stem cells.

Structure-guided development of YEATS domain inhibitors by targeting π-π-π stacking

Chemical probes of epigenetic 'readers' of histone post-translational modifications (PTMs) have become powerful tools for mechanistic and functional studies of their target proteins in normal physiology and disease pathogenesis. Here we report the development of the first class of chemical probes of YEATS domains, newly identified 'readers' of histone lysine acetylation (Kac) and crotonylation (Kcr). Guided by the structural analysis of a YEATS-Kcr complex, we developed a series of peptide-based inhibitors of YEATS domains by targeting a unique π-π-π stacking interaction at the proteins' Kcr recognition site. Further structure optimization resulted in the selective inhibitors preferentially binding to individual YEATS-containing proteins including AF9 and ENL with submicromolar affinities. We demonstrate that one of the ENL YEATS-selective inhibitors, XL-13m, engages with endogenous ENL, perturbs the recruitment of ENL onto chromatin, and synergizes the BET and DOT1L inhibition-induced downregulation of oncogenes in MLL-rearranged acute leukemia.

An Efficient Approach for Selective Enrichment of Histone Modification Readers Using Self-Assembled Multivalent Photoaffinity Peptide Probes

Histone post-translational modifications (HPTMs) provide signaling platforms to recruit proteins or protein complexes (e.g., transcription factors, the so-called "readers" of the histone code), changing DNA accessibility in the regulation of gene expression. Thus, it is an essential task to identify HPTM readers for understanding of epigenetic regulation. Herein we designed and prepared a novel HPTM probe based on self-assembled multivalent photo-cross-linking technique for selective enrichment and identification of HPTM readers. By use of trimethylation of histone H3 lysine 4, we showcased that the functionalized HPTM probe was able to capture its reader with high enrichment efficiency and remarkable specificity even in a complex environment. Notably, this approach was readily applicable for exploring crosstalk among multiple HPTMs. Combining the probes with a mass spectrometry-based proteomic approach, our approach reached a fairly high coverage of known H3K4me3 readers. We further demonstrated that the HPTM probes can enrich a new type of HPTM readers and uncovered several novel putative binders of crotonylation of histone H3 lysine 9, expanding the repertoire of readers for this epigenetic mark. More broadly, our work provides a general strategy for rapid and robust interrogating HPTM readers and will be of great importance to elucidate epigenetic mechanism in regulating gene activity.

Capturing Post-Translational Modification-Triggered Protein-Protein Interactions Using Dual Noncanonical Amino Acid Mutagenesis

Reversible post-translational modification (PTM) is a powerful and ubiquitous mechanism to regulate protein function. The mechanistic basis of the associated functional regulation by PTMs often involves the recruitment of interaction partners that selectively bind the modified protein. Identifying such functionally important protein-protein interactions that are uniquely triggered by PTMs remains difficult due to several technical challenges. To address this, here we develop technology to site-specifically incorporate two distinct noncanonical amino acids into recombinant proteins: one modeling a PTM of interest and the second harboring a photoaffinity probe. Using lysine-23 acetylation of histone 3 as a model system, we show that such dual-labeled "protein probes" can covalently capture its "reader" protein.