Biology subjects

Longo, L. M.

Publications and source records attributed to Longo, L. M..

16 recordsLinked to original sources

bioRxiv2026

C-terminal evolutionary remodelling of isoleucyl-tRNA synthetases is a prokaryote-specific strategy for tuning aminoacylation rate

Aminoacyl-tRNA synthetases are the guardians of translational fidelity. Their complex function is mirrored by an elaborate structure, which includes multiple nested domains. While the evolutionary pressures that promoted the emergence of some domains, such as the editing domain, are clear, the pressures acting on other domains, particularly those at the C-terminus, are not. Here, we use a combination of kinetic analysis, X-ray crystallography, and bioinformatics to unveil the history and evolutionary forces that have shaped isoleucyl-tRNA synthetase (IleRS) domain structure. We find that the traditional classification into IleRS1 and IleRS2, based on the C-terminal tRNA-recognition domains, is incomplete, as it fails to capture features of the synthetic domain. Guided by the crystal structure of the Priestia megaterium IleRS2:tRNA complex, we removed key interactions between IleRS2 and its cognate tRNA and characterised their impact on enzyme activity. We found that D-loop interactions with the IleRS2 C-terminal region are non-essential in prokaryotes, and their loss can even increase catalytic turnover. Further, the zinc-binding domain of IleRS1 recognises the anticodon less stringently than the canonical C-terminal domain of IleRS2. Our data suggest that C-terminal evolutionary remodelling of IleRSs is an ongoing process with a historical precedent, consistent with selection for faster aminoacylation rate.

biochemistry↗

bioRxiv2025

Contrastive learning unites sequence and structure in a global representation of protein space

Amino acid sequence dictates the three-dimensional structure and biological function of proteins. Yet, despite decades of research, our understanding of the interplay between sequence and structure is incomplete. To meet this challenge, we introduce Contrastive Learning Sequence-Structure (CLSS), an AI-based contrastive learning model trained to co-embed sequence and structure information in a self-supervised manner. We trained CLSS on large and diverse sets of protein building blocks called domains. CLSS represents both sequences and structures as vectors in the same high-dimensional space, where distance relates to sequence-structure similarity. Thus, CLSS provides a natural way to represent the protein universe, reflecting evolutionary relationships, as well as structural changes. We find that CLSS refines expert knowledge about the global organization of protein space, and highlights transitional forms that resist hierarchical classification. CLSS reveals linkage between domains of seemingly separate lineages, thereby significantly improving our understanding of evolutionary design.

bioinformatics↗

bioRxiv2025

The History of Enzyme Evolution Embedded in Metabolism

Whereas phylogenetic reconstructions are a primary record of protein evolution, it is unknown whether the deep history of enzymes are encoded at higher levels of biological organization. Here, we demonstrate that the emergence and reuse history of enzymatic folds is embedded within the web of metabolite-cofactor-enzyme interdependencies that comprise biosphere-scale metabolic reaction networks. Using a simple network analysis approach, we reconstruct the relative ordering of enzymatic fold emergence and, where possible, the first reaction(s) that each enzymatic fold catalyzed. We find that a large majority of enzymatic folds were sufficient as independent additions to open new avenues for metabolic growth. The resulting network-based histories are broadly concordant with enzyme phyletic distribution in prokaryotes, a proxy for enzyme age. Our results suggest that the earliest enzyme-mediated metabolisms were enriched for /{beta} proteins, likely due to their strong association with cofactor utilization, and that -proteins preferentially emerge at later stages. The cradle-loop barrel, a member of the small {beta}-barrel metafold, is predicted to be the founding {beta}-fold, in agreement with analyses of ribosome structure. An examination of how the protein universe responded to the biological production of molecular oxygen reveals that the adaptation of existing enzymatic folds, not novel fold emergence, was the primary driver of metabolic evolution. This work presents a self-consistent model of metabolic and enzyme evolution, key progress towards integrating diverse perspectives into a unified history of protein evolution. Significance StatementEnzyme emergence is an ongoing process that began [~]4 billion years ago. Here, we show that the modern biosphere-scale network of metabolic reactions and enzymes is an archive of enzyme history independent from, but concordant with, phylogenetics. Based on this record, we predict the order of enzyme emergence from before the last universal common ancestor up until the biological production and metabolic utilization of molecular oxygen. We find that while /{beta} proteins dominated primitive enzyme-mediated metabolism, other folds -- including the cradle-loop barrel, which is a member of the small {beta}-barrel metafold -- were likely important early contributors. This study represents key progress towards building an internally consistent, joint history of metabolic reactions and enzymes.

bioinformatics↗

bioRxiv2025

Peptides at vesicle and mineral prebiotic interfaces

The origin of life likely involved a complex interplay between organic molecules and mineral surfaces, yet the molecular details of these interactions remain poorly understood. Over recent decades, considerable research has focused on the individual roles of key biomolecules - such as RNA, lipids, and proteins - in early abiogenesis. However, this reductionist view offers only a partial picture because the emergence of life likely involved networks of molecular interactions that collectively shaped early functional assemblies. In this study, we examine the ability of peptides - arguably one of the most abundant early polymers - to interact with mineral surfaces and lipid vesicles, prebiotic interfaces and compartments. Using peptide libraries constructed from either prebiotically plausible or contemporary amino acids, we demonstrate that while acidic residues drive peptide binding to mineral surfaces (such as fluorapatite, studied here), the inclusion of arginine - a basic residue that may have been accessible in specific prebiotic environments - synergistically enhances the mobilization of bioavailable phosphate from geological reservoirs. Furthermore, we observe a functional divergence in vesicle interactions: while prebiotic alphabets promote dynamic membrane behaviours such as budding, libraries with late canonical amino acids can help preserve vesicle integrity against salt-induced collapse. Our finding supports the view that interactions with peptides can elicit changes in both prebiotic minerals and vesicles, underscoring the importance of studying these systems collectively.

evolutionary biology↗

bioRxiv2025

A universal polyphosphate kinase powers in vitro transcription

Polyphosphate kinases (PPKs) catalyze phosphoryl transfer between polyphosphates and nucleotides. Polyphosphates are a cost-effective source of phosphorylating power, making polyphosphate kinases an attractive enzyme for nucleotide production and regeneration. However, at present, applications that require the simultaneous utilization of diverse nucleotides, such as RNA transcription, remain out of reach due to the restricted substrate profiles of known PPK enzymes. Here, we present the discovery and characterization of a universal PPK capable of efficiently phosphorylating all eight common ribonucleotides: purines and pyrimidines, monophosphates and diphosphates to triphosphates. Under optimal reaction conditions, approximately 70% triphosphate conversion was observed for all common ribonucleotides, with only limited over-phosphorylation. At elevated temperatures, however, production of adenine-capped polyphosphates up to a 30-mer was achieved. An analysis of mutant and chimeric enzymes revealed a rugged functional landscape, particularly for non-adenine nucleotides. Finally, we demonstrated the biotechnological potential of a universal PPK enzyme with a one-pot assay for PPK-powered in vitro transcription.

synthetic biology↗

bioRxiv2024

Redefining the Limits of Functional Continuity in the Early Evolution of P-Loop NTPases

At the heart of many nucleoside triphosphatases is a conserved sequence motif that binds phosphate. A current model of early enzyme evolution proposes that this 6-8 residue motif could have sparked the emergence of the very first nucleoside triphosphatases - a striking example of evolutionary continuity from simple beginnings, if true. To test whether this provocative evolutionary model holds for the ancient and ubiquitous P-Loop NTPases, the properties of seven disembodied Walker A-derived peptides were extensively characterized by Hamiltonian replica exchange molecular dynamics simulations. Although dynamic flickers of nest-like conformations were observed, significant structural similarity between the situated peptide and its disembodied counterpart was not detected - even in the presence of orthophosphate or a nucleotide. Simulations suggest that phosphate binding is non-specific, with a slight preference for GTP over orthophosphate. Control peptides with the same amino acid composition but different sequences and situated conformations behaved similarly to the Walker A peptides with respect to conformational dynamics and phosphate binding, revealing no indication that the Walker A sequence is privileged as a disembodied peptide. We conclude that the evolutionary history of the P-Loop NTPase family is unlikely to have started with a disembodied Walker A peptide in an aqueous environment. The limits of evolutionary continuity for this protein family, and the environmental context within which it emerged, must be reconsidered. Finally, we argue that motifs such as the Walker A motif may represent incomplete or fragmentary molecular fossils - the true nature of which have been eroded by time. Significance StatementThe first proteins were undoubtedly small, but when did those seeds emerge, and what did they look like? It is widely believed that the Walker A P-loop motif is a seed for the emergence of phosphate binding proteins, snugly binding phosphate in a structurally conserved nest. We probe this hypothesis through detailed computational characterization of disembodied Walker A and control peptides, showing that any nest formation is transient, and phosphate binding is weak and non-specific. Thus, we do not find structural continuity represented in the conserved Walker A motif, and current models of early P-loop evolution require revision. Further, care is required when interpreting highly conserved sequence fragments more broadly, as these may merely represent eroded molecular fossils.

biophysics↗

bioRxiv2023

The Role of Electron Spin-Polarizability and Charge Dynamics in Protein Function

Primitive nucleic acids and peptides likely collaborated during the earliest stages of biochemistry. What forces drove their interactions, and how did these forces shape the properties of primitive complexes? We investigated the association of two model primordial polypeptides with DNA. Coupling the peptides to a ferromagnetic substrate results in a dependence of the association rate and the extent of DNA binding on the orientation of magnetic moment of the substrate. The DNA binding could be nearly abolished by inverting the orientation of the magnetic field, despite the two polymers having complementary net charges. Inverting the chirality of either the entire peptide or just the connecting cysteine residue inverted the effect of the magnetic moment orientation. These results are attributed to the chiral-induced spin selectivity (CISS) effect, in which molecular chirality and electron spin interact to alter the electric polarizability of the protein. The observation of CISS effects governing simple protein-DNA complexes, suggests that this phenomenon was plausibly operative and potentially significant for primitive biomolecules. A key consequence of the CISS effect is to increase the kinetic stability of primitive protein-nucleic acid complexes. Taken together, our results show how emergent phenomena due to chirality and spin enhance bio-association.

biophysics↗

bioRxiv2023

Functional Ambidexterity of an Ancient Nucleic Acid-Binding Domain

Homochirality of biopolymers emerged early in the history of life on Earth, nearly 4 billion years ago. Whether the establishment of homochirality was the result of abiotic physical and chemical processes, or biological selection, remains unknown. However, given that significant events in protein evolution predate the last universal common ancestor, the history of homochirality may have been written into some of the oldest protein folds. To test this hypothesis, the evolutionary trajectory of the ancient and ubiquitous helix-hairpin-helix (HhH) protein family was analyzed for functional robustness to total chiral inversion of just one binding partner. Against expectations, functional ambidexterity was observed across the entire trajectory, from phase separation of HhH peptides with RNA to dsDNA binding of the duplicated (HhH)2-Fold. Moreover, dissociation kinetics, mutational analysis, and molecular dynamics simulations revealed significant overlap between the binding modes of a natural and a mirror-image protein to natural dsDNA. These data suggest that the veil between worlds with alternative chiral preferences may not be as impenetrable as is often assumed, and that the HhH protein family is an intriguing exception to the dogma of reciprocal chiral substrate specificity proposed by Milton and Kent (Milton et al. Science 1992).

biophysics↗

bioRxiv2022

Continuity between ancient geochemistry and modern metabolism enabled by non-autocatalytic purine biosynthesis

A major unresolved question in the origin and evolution of life is whether a continuous path from geochemical precursors to the majority of molecules in the biosphere can be reconstructed from modern day biochemistry. Here we simulated the emergence of ancient metabolic networks and identified a feasible path from simple geochemically plausible precursors (e.g., phosphate, sulfide, ammonia, simple carboxylic acids, and metals) using only known biochemical reactions and models of primitive coenzymes. We find that purine synthesis constitutes a bottleneck for metabolic expansion, and that non-autocatalytic phosphoryl coupling agents are necessary to enable expansion from geochemistry to modern metabolic networks. Our model predicts punctuated phases of metabolic evolution characterized by the emergence of small molecule coenzymes (e.g., ATP, NAD+, FAD). Early phases in the resulting expansion are associated with enzymes that are metal dependent and structurally symmetric, supporting models of early biochemical evolution. This expansion trajectory produces distinct hypotheses regarding the timing and mode of metabolic pathway evolution, including a late appearance of methane metabolisms and oxygenic photosynthesis consistent with the geochemical record. The concordance between biological and geological analysis suggests that this trajectory provides a plausible evolutionary history for the vast majority of core biochemistry.

systems biology↗

bioRxiv2022

The evolutionary history of class I aminoacyl-tRNA synthetases indicates early statistical translation

How protein translation evolved from a simple beginning to its complex and accurate contemporary state is unknown. Aminoacyl-tRNA synthetases (AARSs) define the genetic code by activating amino acids and loading them onto cognate tRNAs. As such, their evolutionary history can shed light on early translation. Using structure-based alignments of the conserved core of Class I AARSs, we reconstructed their phylogenetic tree and ancestral states. Unexpectedly, AARSs charging amino acids that are assumed to have emerged later - such as TrpRS and TyrRS or LysRS and CysRS - appear as the earliest splits in the tree; conversely, those AARSs charging abiotic, early-emerging amino acids, e.g. ValRS, seem to have diverged most recently. Furthermore, the inferred Class I ancestor (excluding TrpRS and TyrRS) lacks the residues that mediate selectivity in contemporary AARSs, and appears to be a generalist that could charge a wide range of amino acids. This ancestor subsequently diverged to two clades: "charged" (which gave rise to ArgRS, GluRS, and GlnRS) and "hydrophobics", which includes CysRS and LysRS as its outgroups. The ancestors of both clades maintain a wide-accepting pocket that could readily diverge to the contemporary, specialized families. Overall, our findings suggest a "generalist-maintaining" model of class I AARS evolution, in which early statistical translation was kept active by a generalist AARS while the evolution of a specialized, accurate translation system took place. SignificanceAminoacyl-tRNA synthetases (AARS) define the genetic code by linking amino acids with their cognate tRNAs. While contemporary AARSs leverage exquisite molecular recognition and proofreading to ensure translational fidelity, early translation was likely less stringent and operated on a different pool of amino acids. The co-emergence of translational fidelity and the amino acid alphabet, however, is poorly understood. By inferring the evolutionary history of Class I AARSs we found seemingly conflicting signals: Namely, the oldest AARSs apparently operate on the youngest amino acids. We also observed that the early ancestors had broad amino acid specificities, consistent with a model of statistical translation. Our data suggests that a generalist AARS was actively maintained until complete specialization, thereby resolving the age paradox.

bioinformatics↗

bioRxiv2021

Widespread Utilization of Diverse Organophosphate Pollutants by Marine Bacteria

Anthropogenic organophosphates (AOPs), such as phosphotriesters, are used extensively as plasticizers, flame retardants, nerve agents and pesticides. Soil bacteria bearing a phosphotriesterase (PTE) can degrade AOPs, but whether bacteria are capable of utilizing AOPs as a phosphorus source, and how widespread PTEs are in nature, remains unclear. Here, we report the utilization of diverse AOPs by four model marine bacteria and seventeen bacterial isolates from seawater samples. To unravel the details of AOP utilization, two novel PTEs from marine bacteria were isolated and characterized. When expressed in E. coli, these PTEs enabled growth on a pesticide analog as the sole phosphorus source. Utilization of AOPs provides bacteria with a source of phosphorus in depleted environments and offers a new prospect for the bioremediation of a pervasive class of anthropogenic pollutants. One sentence summaryWidespread utilization of diverse organophosphate pollutants by over 20 marine bacterial strains represents a new hope for ocean bioremediation.

microbiology↗

bioRxiv2021

Evidence for the Emergence of β-Trefoils by 'Peptide Budding' from an IgG-like β-Sandwich

As sequence and structure comparison algorithms gain sensitivity, the intrinsic interconnectedness of the protein universe has become increasingly apparent. Despite this general trend, {beta}-trefoils have emerged as an uncommon counterexample: They are an isolated protein lineage for which few, if any, sequence or structure associations to other lineages have been identified. If {beta}-trefoils are, in fact, remote islands in sequence-structure space, it implies that the oligomerizing peptide that founded the {beta}-trefoil lineage itself arose de novo. To better understand {beta}-trefoil evolution, and to probe the limits of fragment sharing across the protein universe, we identified both {beta}-trefoil bridging themes (evolutionarily-related sequence segments) and {beta}-trefoil-like motifs (structure motifs with a hallmark feature of the {beta}-trefoil architecture) in multiple, ostensibly unrelated, protein lineages. The success of the present approach stems, in part, from considering {beta}-trefoil sequence segments or structure motifs rather than the {beta}-trefoil architecture as a whole, as has been done previously. The newly uncovered inter-lineage connections presented here suggest a novel hypothesis about the origins of the {beta}-trefoil fold itself - namely, that it is a derived fold formed by budding from an Immunoglobulin-like {beta}-sandwich protein. These results demonstrate how the emergence of a folded domain from a peptide need not be a signature of antiquity and underpin an emerging truth: few protein lineages escape natures sewing table.

bioinformatics↗

bioRxiv2020

Polyamines Mediate Folding of Primordial Hyper-Acidic Helical Proteins

Polyamines are known to mediate diverse biological processes, and specifically to bind and stabilize compact conformations of nucleic acids, acting as chemical chaperones that promote folding by offsetting the repulsive negative charges of the phosphodiester backbone. However, whether and how polyamines modulate the structure and function of proteins remains unclear. Further, early proteins are thought to have been highly acidic, like nucleic acids, due to a scarcity of basic amino acids in the prebiotic context. Perhaps polyamines, the abiotic synthesis of which is simple, could have served as chemical chaperones for such primordial proteins? We replaced all lysines of an ancestral 60-residue helix-bundle protein to glutamate, resulting in a disordered protein with 21 glutamates in total. Polyamines efficiently induce folding of this hyper-acidic protein at sub-millimolar concentrations, and their potency scaled with the number of amine groups. Compared to cations, polyamines were several orders of magnitude more potent than Na+, while Mg2+ and Ca2+ had an effect similar to a di-amine, inducing folding at approximately seawater concentrations. We propose that (i) polyamines and dications may have had a role in promoting folding of early proteins devoid of basic residues, and that (ii) coil-helix transitions could be the basis of polyamine regulation in contemporary proteins.

evolutionary biology↗

bioRxiv2020

Helicase-Like Functions in Phosphate Loop Containing Beta-Alpha Polypeptides

The P-loop Walker A motif underlies hundreds of essential enzyme families that bind nucleotide triphosphates (NTPs) and mediate phosphoryl transfer (P-loop NTPases), including the earliest DNA/RNA helicases, translocases and recombinases. What were the primordial precursors of these enzymes? Could these large and complex proteins emerge from simple polypeptides? Previously, we showed that P-loops embedded in simple {beta} repeat proteins bind NTPs, but also, unexpectedly so, ssDNA and RNA. Here, we extend beyond the purely biophysical function of ligand binding to demonstrate rudimentary helicase-like activities. We further constructed simple 40-residue polypeptides comprising just one {beta}-(P-loop)- element. Despite their simplicity, these P-loop prototypes confer functions such as strand separation and exchange. Foremost, these polypeptides unwind dsDNA, and upon addition of NTPs, or inorganic polyphosphates, release the bound ssDNA strands to allow reformation of dsDNA. Binding kinetics and low-resolution structural analyses indicate that activity is mediated by oligomeric forms spanning from dimers to high-order assemblies. The latter are reminiscent of extant P-loop recombinases such as RecA. Overall, these P-loop prototypes comprise a plausible description of the sequence, structure and function of the earliest P-loop NTPases. They also indicate that multifunctionality and dynamic assembly were key in endowing short polypeptides with elaborate, evolutionarily relevant functions. Significance statementIt is widely assumed that todays large and complex proteins emerged from much shorter and simpler polypeptides. Yet the nature of these early precursors remains enigmatic. We describe polypeptides that contain one of the earliest protein motifs, a phosphate-binding loop, or P-loop, embedded in a single beta-alpha element. These P-loop prototypes show intriguing characteristics of a primordial world comprised of nucleic acids and peptides. They are generalists capable of binding different phospho-ligands, including inorganic polyphosphates and single-stranded DNA. Nonetheless, in promoting double-stranded DNA unwinding and strand-exchange they resemble modern P-loop helicases and recombinases. Our study describes a missing link in the evolution of complex proteins - simple polypeptides that tangibly relate to contemporary P-loop enzymes in sequence, structure and function.

molecular biology↗

bioRxiv2020

On the Emergence of P-Loop NTPase and Rossmann Enzymes from a Beta-Alpha-Beta Ancestral Fragment

Dating back to the last universal common ancestor (LUCA), the P-loop NTPases and Rossmanns now comprise the most ubiquitous and diverse enzyme lineages. Intriguing similarities in their overall architecture and phosphate binding motifs suggest common ancestry; however, due to a lack of sequence identity and some fundamental structural differences, these families are considered independent emergences. To address this longstanding dichotomy, we systematically searched for bridge proteins with structure and sequence elements shared by both lineages. We detected homologous segments that span the first {beta}{beta} segment of both lineages and include two key functional motifs: (i) a phosphate binding loop - the Walker A motif of P-loop NTPases or the Rossmann equivalent, both residing at the N-terminus of 1; and (ii) an Asp at the tip of {beta}2. The latter comprises the Walker B aspartate that chelates the catalytic metal in P-loop NTPases, or the canonical Rossmann {beta}2-Asp that binds the cofactors ribose moiety. Tubulin, a Rossmann GTPase, demonstrates the potential of the {beta}2-Asp to take either one of these two roles. We conclude that common P-loops/Rossmann ancestry is plausible, although convergence cannot be completely ruled out. Regardless, both lineages most likely emerged from a polypeptide comprising a {beta}{beta} segment carrying the above two functional motifs, a segment that comprises the core of both enzyme families to this very day.

evolutionary biology↗

bioRxiv2020

Primordial emergence of a nucleic acid binding protein via phase separation and statistical ornithine to arginine conversion

De novo emergence, and emergence of the earliest proteins specifically, demands a transition from disordered polypeptides into structured proteins with well-defined functions. However, can peptides confer evolutionary relevant functions, let alone with minimal abiotic amino acid alphabets? How can such polypeptides evolve into mature proteins? Specifically, while nucleic acids binding is presumed a primordial function, it demands basic amino acids that do not readily form abiotically. To address these questions, we describe an experimentally-validated trajectory from a phase-separating polypeptide to a dsDNA-binding protein. The intermediates comprise sequence-duplicated, functional proteins made of only 10 amino acid types, with ornithine, which can form abiotically, as the only basic amino acid. Statistical, chemical modification of ornithine sidechains to arginine promoted structure and function. The function concomitantly evolved - from phase separation with RNA (coacervates) to avid and specific dsDNA binding - thereby demonstrating a smooth, gradual peptide-to-protein transition with respect to sequence, structure, and function.

biochemistry↗