Biology subjects

Suga, H.

Publications and source records attributed to Suga, H..

At least 19 recordsLinked to original sources

bioRxiv2026

Random in vitro Protein single-Loop Engineering (RiPLE) by mRNA display

Abstract Peptide lasso-grafting strategies enable the transfer of established pharmacophores into compact protein scaffolds but often require optimization to preserve target binding and biological activity. Here, we report Random in-vitro Protein single-Loop Engineering (RiPLE), an mRNA-display strategy for the direct discovery of engineered ubiquitin binders, termed U-bodies, from a library containing a fully randomized surface loop of variable length. Using receptor tyrosine kinase-like orphan receptor 1 (ROR1) as a model target, we generated U-bodies through RiPLE and compared them with lasso-grafted U-bodies derived from a previously identified ROR1-binding macrocyclic peptide. Both approaches yielded U-bodies bearing single-digit nanomolar affinity to ROR1; however, RiPLE converged on de novo binding sequences that were distinct from the parental peptide. Notably, most selected U-bodies exhibited strong selectivity for ROR1 over the closely related receptor ROR2, whereas the parental peptide bound both receptors with high affinity. Representative ROR1-binding U-bodies also inhibited wound closure in ROR1-expressing MDA-MB-231 cells without detectable cytotoxicity. Applying RiPLE to the heterotrimeric G-protein subunit (GS) similarly yielded high-affinity binders and revealed sequence convergence patterns distinct from lasso-grafting. Together, these results establish RiPLE as a powerful and complementary alternative to peptide-guided lasso-grafting, enabling de novo evolution of functional binding surfaces directly within their final protein scaffold.

bioengineering↗

bioRxiv2026

Macrocyclic Peptide Tools for Huntingtin-bound HAP40

Huntingtons disease is a fatal neurodegenerative disorder caused by expansion of a cytosine-adenosine-guanine repeat in exon 1 of the Huntingtin (HTT) gene, resulting in a polyglutamine-expanded HTT protein. Although the genetic cause of Huntingtons is well defined, the molecular functions of HTT and the mechanisms linking polyglutamine expansion to neurodegeneration remain incompletely understood. Huntingtin Associated Protein 40 kDa (HAP40) is a key HTT interaction partner that forms a stable complex with HTT and is increasingly recognized as an important player in the HTT structure-function paradigm. However, investigation of HAP40 biology has been limited by a lack of tools capable of directly targeting endogenous protein. Here, we report the discovery and characterization of a panel of nanomolar-affinity macrocyclic peptides targeting HAP40 identified using Random nonstandard Peptide Integrated discovery platform. We characterized macrocycle binding in vitro using surface plasmon resonance, fluorescence polarization, and hydrogen-deuterium exchange mass spectrometry, revealing selective, high-affinity engagement of distinct epitopes on HAP40. We further demonstrate that these macrocycles engage endogenous HAP40 in cellular lysates, enable selective isolation of HAP40-containing protein complexes using macrocycle precipitations and insights into interaction partners of distinct HTT and HAP40 proteoforms. Together, these macrocycles establish a new toolkit for investigating HTT-HAP40 biology and provide a framework for dissecting HAP40-specific functions relevant to Huntingtons disease pathogenesis.

molecular biology↗

bioRxiv2026

Deep Microbial Colonization in 2-Billion-Year-Old Ultramafic Rock from the Bushveld Complex

Archean cratons may provide stable microbial habitats in the deep subsurface, as evidenced by the discovery of billion-year-old crustal fluids1,2. However, the long-term habitability of these cratonic environments is uncertain, as polymetamorphic evolution in most cratons typically destroys microbial habitats through mineral reactions and porosity loss3,4. Preservation of deep microbial habitats is more likely where mantle-derived magma intruded the craton after metamorphic overprinting4. Here we report the discovery of dense microbial colonization at 814 m depth within the 2.05-billion-year-old, unmetamorphosed Bushveld Igneous Complex intrusion, South Africa5. Using advanced contamination-control protocols6,7 and synchrotron-based X-ray spectroscopy, we identified indigenous microbial cells localized at the rims of phlogopite, a hydrous phyllosilicate mineral. Our study reveals that microbial colonization is associated with Fe(III) derived from the structure of phlogopite, where the dehydrogenation likely oxidizes Fe(II) to Fe(III) coupled to H2 generation8. Despite the absence of fracture-driven fluid ingress in the unfractured rock matrix, aqueous alteration evidenced at the rims by potassium removal indicates a self-sustaining habitat driven by an internal redox gradient9. These findings demonstrate that aqueous alteration of ultramafic rocks can sustain isolated microbial life over geological timescales, significantly expanding the potential for long-term habitability on both Earth and Mars4,10.

microbiology↗

bioRxiv2026

Fine-Tuning α-Synuclein Phase Separation through Sequence-Optimized Peptide Modulators

Liquid-liquid phase separation (LLPS) of intrinsically disordered proteins underlies the formation of biomolecular condensates that regulate diverse cellular processes, while its dysregulation contributes to protein aggregation and disease. Despite its importance, molecularly defined and target-specific strategies to control LLPS remain limited. Here, we present a systematic framework for designing de novo peptides that induce and modulate LLPS of -synuclein. By integrating deep mutational scanning with peptide screening, we identified sequence features that govern condensate formation and enabled the creation of optimized peptides with high efficiency and specificity. Biophysical analyses revealed that LLPS efficiency is dictated by the interplay of solubility, multivalency, and cooperative interactions, resulting in a distinctive bell-shaped phase diagram. Thermodynamic measurements and imaging-based analyses further demonstrated that condensate stability and material properties can be rationally tuned through peptide optimization. Together, these findings establish generalizable design principles for engineering LLPS modulators in biologically and pathologically relevant protein systems.

biophysics↗

bioRxiv2025

Development and structure-guided characterization of a novel ACE2-binding macrocyclic peptide

Angiotensin-converting enzyme 2 (ACE2) is a key node in the protective axis of the renin-angiotensin-aldosterone system (RAAS) for blood pressure and hydroelectrolyte regulation, and the main protein receptor recognized by the spike glycoproteins of the severe acute respiratory syndrome (SARS) coronaviruses (CoV) SARS-CoV and SARS-CoV-2. We identified the macrocyclic peptide WJL-63, developed using mRNA display, with high ACE2-binding affinity. The peptide was characterized in vitro in terms of purity, stability, hydrophilicity and ACE2 binding. The crystal structure of the extracellular region of ACE2 in complex with the peptide at 2.2 [A] resolution was elucidated. The structure revealed a binding mode in which WJL-63 is accommodated towards one side of the wide catalytic cleft of the ACE2 peptidase domain, with no direct contact to the conserved zinc ion site. WJL-63 residues Q4, R7, R11 and R14 anchor the peptide deep inside the binding pocket. The opposite edges of the peptide were found to be in contact with subdomain 1 and subdomain 2 of the peptidase domain. This upright binding mode requires an open ACE2 conformation, in contrast to small molecule carboxypeptidase inhibitors, which typically bind to the closed conformation of the enzyme. As a consequence of the open conformation binding mode, the front edge of WJL-63 is accessible for modification such as the herein reported conjugation of a chelator for radiometal labeling. The radiolabeled DOTA-WJL-63 was evaluated on ACE2-transfected HEK cells on which it revealed relatively strong binding with a KD value of 90 {+/-} 28 nM. WJL-63 provides a strong basis for the development of new classes of compounds for the modulation of ACE2 conformation, and for the development of imaging agents for the visualization of ACE2, for example in fluorescence or electron microscopy, or positron emission tomography (PET) imaging.

molecular biology↗

bioRxiv2025

Peptide molecular glues select between BET paralogues by exploiting allosteric sites and conformational dynamics

Achieving selective target inhibition is critical for minimising drug side effects. This can be especially challenging when targeting individual members of protein families with high sequence similarity. A well-recognised example is the Bromodomain and Extraterminal domain (BET) family of proteins. Chemical inhibition of the acetyllysine (AcK)-binding bromodomains (BDs) of BET proteins has shown considerable promise in a range of disease models. However, despite over a decade of medicinal chemistry efforts, it has proven challenging to develop BET BD inhibitors that exhibit high selectivity between BET family paralogues. Cyclic peptides are versatile scaffolds for therapeutic development and often exhibit high selectivity and affinity for their targets. To explore their potential as selective BET BD inhibitors, we have used mRNA display to identify cyclic peptide ligands for the N-terminal BD of BRD2 and BRD4. The structurally diverse cyclic peptides enriched from the selections boast superior selectivity and affinity to previously developed inhibitors. Most strikingly, we isolated cyclic peptides with [~]1000-fold higher affinity for their target BD over the paralogous BDs, far surpassing selectivities reported to date. Our biochemical and structural data suggest that paralogue-selective cyclic peptides act as molecular glues, exploiting both subtle sequence differences at locations far from the AcK-binding pocket and differences in conformational dynamics between BET BD paralogues to achieve this unprecedented level of specificity. This work provides a blueprint for the development of new classes of selective BET inhibitors and, more generally, underscores the potential of exploiting protein dynamics in the design of selective ligands.

biochemistry↗

bioRxiv2025

Aminoacyl-tRNA specificity of a ligase catalyzing non-ribosomal peptide extension

Peptide aminoacyl-transfer ribonucleic acid ligases (PEARLs) are amide bond-forming enzymes that extend the main chain of peptides using aminoacyl-tRNA (aa-tRNA) as a substrate. In this study, we investigated the substrate specificity of the PEARL BhaBCAla from Bacillus halodurans, which utilizes Ala-tRNAAla. By leveraging flexizyme, a ribozyme capable of charging diverse acids onto a desired tRNA, we generated an array of aa-tRNAs in which we varied both the amino acid and the tRNA to dissect the substrate scope of BhaBCAla. We demonstrate that BhaBCAla catalyzes peptide extension with non-cognate proteinogenic and non-canonical amino acids, hydroxy acids, and mercaptocarboxylic acids when attached to tRNAAla. For most of these, the efficiency was considerably reduced compared to Ala, indicating the enzyme recognizes the amino acid. By varying the different parts of the tRNA, enzyme specificity was shown to also depend on the acceptor stem and the anticodon arm of the tRNA. These findings establish the molecular determinants of PEARL specificity and provide a foundation for engineering these enzymes for broader applications in peptide synthesis.

biochemistry↗

bioRxiv2025

High-Affinity, Structure-Validated and Selective Macrocyclic Peptide Tools for Chemical Biology Studies of Huntingtin

Huntingtons disease (HD) is a fatal neurodegenerative disorder caused by a CAG repeat expansion in the Huntingtin (HTT) gene, with no disease-modifying therapies currently available. The precise molecular function of the HTT protein is unclear, and the lack of selective chemical tools has limited functional studies. We have identified and characterized macrocyclic peptide binders targeting HTT. These binders exhibit low-nanomolar affinity in vitro and engage distinct HTT and HTT-HAP40 interfaces, as revealed by hydrogen-deuterium exchange mass spectrometry and cryo-electron microscopy. Chemoproteomics confirmed selective binding in cell extracts from wildtype but not HTT-null cell lines. HAP40 consistently and stoichiometrically co-purified with HTT across cell lines, including with HTT variants containing different CAG repeat lengths, highlighting the broad presence of the HTT-HAP40 complex. Significance StatementHuntingtin (HTT) is a large, essential protein with conserved roles in development, intracellular trafficking, and protein homeostasis, yet its precise molecular functions remain incompletely defined. Here, we report the first high-affinity, selective, and structurally validated macrocyclic peptide ligands for HTT. These chemical tools bind HTT and its complex with HAP40 across polyglutamine repeat lengths, enabling direct interrogation of HTT structure and function in health and disease contexts. By overcoming longstanding barriers to studying HTT at the molecular level, these ligands open new avenues for discovery in neurobiology, cell biology, and offer opportunities for therapeutic development. This study delivers urgently needed tools to both the Huntingtons disease field and the broader scientific community seeking to understand this elusive and biologically fundamental protein.

biochemistry↗

bioRxiv2024

Targeting the Plasmodium falciparum UCHL3 ubiquitin hydrolase using chemically constrained peptides

The ubiquitin-proteasome system is essential to all eukaryotes and has been shown to be critical to parasite survival as well, including Plasmodium falciparum, the causative agent of the deadliest form of malarial disease. Despite the central role of the ubiquitin-proteasome pathway to parasite viability across its entire life-cycle, specific inhibitors targeting the individual enzymes mediating ubiquitin attachment and removal do not currently exist. The ability to disrupt P. falciparum growth at multiple developmental stages is particularly attractive as this could potentially prevent both disease pathology, caused by asexually dividing parasites, as well as transmission which is mediated by sexually differentiated parasites. The deubiquitinating enzyme PfUCHL3 is an essential protein, transcribed across both human and mosquito developmental stages. PfUCHL3 is considered hard to drug by conventional methods given the high level of homology of its active site to human UCHL3 as well as to other UCH domain enzymes. Here, we apply the RaPID mRNA display technology and identify constrained peptides capable of binding to PfUCHL3 with nanomolar affinities. The two lead peptides were found to selectively inhibit the deubiquitinase activity of PfUCHL3 versus HsUCHL3. NMR spectroscopy revealed that the peptides do not act by binding to the active site but instead block binding of the ubiquitin substrate. We demonstrate that this approach can be used to target essential protein-protein interactions within the Plasmodium ubiquitin pathway, enabling the application of chemically constrained peptides as a novel class of anti-malarial therapeutics.

biophysics↗

bioRxiv2024

DNA methylation enables recurrent endogenization of giant viruses in an animal relative

5-methylcytosine (5mC) is a widespread silencing mechanism that controls genomic parasites. However, in many eukaryotes 5mC has gained complex roles in gene regulation beyond parasite control. Animals are a quintessential case for 5mC evolution, as they show widespread variability across lineages, ranging from gene regulation and transposable element control to loss of this base modification. Here we show that the protist closely related to animals Amoebidium appalachense features both transposon and gene body methylation, a pattern reminiscent of invertebrates and plants. Unexpectedly, large hypermethylated regions of the Amoebidium genome derive from viral insertions, including hundreds of endogenized giant viruses contributing 14% of the encoded genes, to an extent never reported before in any eukaryotic genome. Using a combination of inhibitors and functional genomic assays, we demonstrate that 5mC silences these giant virus insertions. Moreover, alternative Amoebidium isolates show polymorphic giant virus insertions, highlighting a dynamic process of infection, endogenization and purging. Our results indicate that 5mC is critical for the controlled co-existence of newly acquired viral DNA into eukaryotic genomes, making Amoebidium a unique model to understand the hybrid origins of eukaryotic genomes.

evolutionary biology↗

bioRxiv2023

A cyclic peptide toolkit reveals mechanistic principles of peptidylarginine deiminase IV (PADI4) regulation

Peptidylarginine deiminase IV (PADI4) deregulation promotes the development of autoimmunity, cancer, atherosclerosis and age-related tissue fibrosis. Genetic or pharmacological PADI4 inhibition is therapeutically efficacious in mice, but no clinically relevant inhibitors currently exist. PADI4 additionally mediates immune responses and cellular reprogramming, although the full extent of its physiological roles is unexplored. Despite detailed molecular knowledge of PADI4 activation in vitro, we lack understanding of its regulation within cells, largely due to lack of appropriate systems and tools. Here, we developed and applied a set of potent and selective PADI4 modulators. Using the mRNA- display-based RaPID system, we screened >1012 cyclic peptides for high-affinity, conformation-selective binders. We report PADI4_3, an inhibitor specific for the active conformation of PADI4; PADI4_7, an inert binder, which we functionalised for the isolation and study of cellular PADI4; and PADI4_11, a first-in-class activator. Using a newly developed method for the quantification of cellular PADI4 activity, we show that PADI4_3 and PADI4_11 are effective in cells. Structural studies with PADI4_11 reveal an allosteric binding mode that may reflect the mechanism that promotes cellular PADI4 activation. This work offers new understanding of PADI4 regulation and a toolkit for the study and modulation of PADI4 across physiological and pathophysiological contexts.

biochemistry↗

bioRxiv2023

Genome-resolved meta-omics unveils rock-hosted lifestyle of enigmatic DPANN archaea

Recent successes in the cultivation of DPANN archaea with their hosts have demonstrated an episymbiotic lifestyle, whereas the lifestyle of DPANN archaea in natural habitats remains controversial. A free-living lifestyle is speculated in oxygen-deprived fluids circulated through rock fractures, where apparent hosts of DPANN archaea are lacking. Alternatively, DPANN archaea may be isolated from their hosts attached to rock surfaces. To understand the ecology of rock-hosted DPANN archaea, rocks rather than fluids should be directly characterized. Here, we show the dominance of Pacearchaeota, one of the widespread and enigmatic lineages of DPANN archaea, in a deep-sea hydrothermal vent chimney. Metagenomic analysis of the rock sample revealed a symbiotic lifestyle of the chimney Pacearchaeota, based on the lack of biosynthetic genes for nucleotides, amino acids, cofactors, and lipids. Genome-resolved metaproteomic analysis clarified the co-occurrence of bacteria actively fixing carbon and nitrogen and thermophilic archaea in the rock habitat. Pacearchaeota has ecological advantages in colonizing the chimney rock interior, because the availability of nutrients and space is limited by silica deposition from hydrothermal fluids. We propose that the diversification of rock-hosted DPANN archaea could be profoundly influenced by coexisting microbes and minerals.

microbiology↗

bioRxiv2023

mRNA display reveals a class of high-affinity bromodomain-binding motifs that are not found in the human proteome

Bromodomains regulate gene expression by recognizing protein motifs containing acetyllysine. Although originally characterized as histone-binding proteins, it has since become clear that these domains interact with other acetylated proteins, perhaps most prominently transcription factors. The likely transient nature and low stoichiometry of such modifications, however, has made it challenging to fully define the interactome of any given bromodomain. To begin to address this knowledge gap in an unbiased manner, we carried out mRNA display screens against a bromodomain - the N-terminal bromodomain of BRD3 - using peptide libraries that contained either one or two acetyllysine residues. We discovered peptides with very strong consensus sequences and with affinities that are significantly higher than typical bromodomain-peptide interactions. X-ray crystal structures also revealed modes of binding that have not been seen with natural ligands. Intriguingly, however, our selected sequences are not found in the human proteome, perhaps suggesting that strong binders to bromodomains might have been selected against.

biochemistry↗

bioRxiv2022

Discovery and characterization of cyclic peptides selective for the C-terminal bromodomains of BET family proteins

SUMMARYDNA encoded cyclic peptide libraries offer unique opportunities to discover high-potency, high-specificity ligands directed against a target protein. We set out to explore the potential for such libraries to provide ligands that can distinguish between bromodomains from the closely related paralogues of the Bromodomain and ExtraTerminal domain (BET) family of epigenetic regulators. Analysis of peptides isolated from a screen against the C-terminal bromodomain of family member BRD2, together with new peptides discovered in previous screens against the corresponding domain from BRD3 and BRD4, reveals peptides with nanomolar and subnanomolar affinities. X-ray crystal structures of several of these bromodomain-peptide complexes reveal diverse structures and binding modes, which nevertheless display several conserved binding features. A subset of the peptides demonstrates significant paralogue-level specificity, though structural analysis does not reveal clear physicochemical explanations for this specificity. Our data demonstrate the power of cyclic peptides to discriminate between highly similar proteins with high potency and hint that differences in conformational dynamics between BET-family bromodomains might modulate binding affinities amongst family members for particular ligands.

biochemistry↗

bioRxiv2022

Accurate models of substrate preferences of post-translational modification enzymes from a combination of mRNA display and deep learning

Promiscuous post-translational modification (PTM) enzymes often display non-obvious substrate preferences by acting on diverse yet well-defined sets of peptides and/or proteins. Thorough understanding of substrate fitness landscapes for promiscuous PTM enzymes is important because they play key roles in many areas of contemporary science, including natural product biosynthesis, molecular biology and biotechnology. Here, we report the development of an integrated platform for accurate profiling of substrate preferences for PTM enzymes. The platform features a combination of i) mRNA display with next generation sequencing as an ultrahigh throughput technique for data acquisition and ii) deep learning for data analysis. The high accuracy (>0.99 in each of two studies) and generalizability of the resulting deep learning models enables comprehensive analysis of enzymatic substrate preferences. The models can be utilized to quantify fitness across sequence space, map modification sites, and identify important amino acids in the substrate. To benchmark the platform, we perform substrate specificity profiling of a Ser dehydratase (LazBF) and a Cys/Ser cyclodehydratase (LazDEF), two enzymes from the lactazole biosynthesis pathway. In both studies, our results point to highly complex enzymatic preferences, which, particularly for LazBF, cannot be reduced to a set of simple rules. The ability of the constructed models to dissect and analyze such complexity suggests that the developed platform can facilitate the wider study of PTM enzymes.

biochemistry↗

bioRxiv2021

Potent macrocycle inhibitors of the human SAGA deubiquitinating module

The SAGA transcriptional coactivator contains a four-protein subcomplex called the DUB module that removes ubiquitin from histone H2B-K120. The human DUB module contains the catalytic subunit, USP22, which is overexpressed in a number of cancers that are resistant to available therapies. We screened a massive combinatorial library of cyclic peptides and identified potent inhibitors of USP22. The top hit was highly specific for USP22 as compared to a panel of 44 other human DUBs. Cells treated with peptide had increased levels of H2B monoubiquitination, demonstrating the ability of the cyclic peptides to enter human cells and inhibit H2B deubiquitination. These macrocycle inhibitors are, to our knowledge, the first reported inhibitors of USP22/SAGA DUB module and show promise for development.

biochemistry↗

bioRxiv2020

De novo macrocyclic peptides for inhibiting, stabilising and probing the function of the Retromer endosomal trafficking complex

The Retromer complex (Vps35-Vps26-Vps29) is essential for endosomal membrane trafficking and signalling. Mutations in Retromer cause late-onset Parkinsons disease, while viral and bacterial pathogens can hijack the complex during cellular infection. To modulate and probe its function we have created a novel series of macrocyclic peptides that bind Retromer with high affinity and specificity. Crystal structures show the majority of cyclic peptides bind to Vps29 via a Pro-Leu-containing sequence, structurally mimicking known interactors such as TBC1D5, and blocking their interaction with Retromer in vitro and in cells. By contrast, macrocyclic peptide RT-L4 binds Retromer at the Vps35-Vps26 interface and is a more effective molecular chaperone than reported small molecules, suggesting a new therapeutic avenue for targeting Retromer. Finally, tagged peptides can be used to probe the cellular localisation of Retromer and its functional interactions in cells, providing novel tools for studying Retromer function.

biochemistry↗

bioRxiv2020

Human trans-editing enzyme displays tRNA acceptor stem specificity and relaxed amino acid selectivity

Accurate translation of genetic information into proteins is vital for cell sustainability. ProXp-ala prevents proteome-wide Pro-to-Ala mutations by hydrolyzing misacylated Ala-tRNAPro, which is synthesized by prolyl-tRNA synthetase (ProRS). Bacterial ProXp-ala was previously shown to combine a size-based exclusion mechanism with conformational and chemical selection for the recognition of the alanyl moiety, while tRNAPro is selected via recognition of tRNA acceptor stem elements G72 and A73. The identity of these critical bases changed during evolution with eukaryotic cytosolic tRNAPro possessing a cytosine at the corresponding positions. The mechanism by which eukaryotic ProXp-ala adapted to these changes remains unknown. In this work, recognition of the aminoacyl moiety and tRNA acceptor stem by human (Hs) ProXp-ala was examined. Enzymatic assays revealed that Hs ProXp-ala requires C72 and C73 in the context of Hs cytosolic tRNAPro for efficient deacylation of mischarged Ala-tRNAPro. The strong dependence on these bases prevents cross-species deacylation of bacterial Ala-tRNAPro or of Hs mitochondrial Ala-tRNAPro by the human enzyme. Similar to the bacterial enzyme, Hs ProXp-ala showed strong tRNA acceptor-stem recognition but differed in its amino acid specificity profile relative to bacterial ProXp-ala. Changes at conserved residues in both the Hs and bacterial ProXp-ala substrate binding pockets modulated this specificity. These results illustrate how the mechanism of substrate selection diverged during the evolution of the ProXp-ala family and provides the first example of a trans-editing domain whose specificity evolved to adapt to changes in its tRNA substrate.

biochemistry↗