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Koonin, E. V.

Publications and source records attributed to Koonin, E. V..

At least 19 recordsLinked to original sources

Computational modeling of an RNA-peptide world

Emergence and evolution of functional RNA and protein structures are the central problems for understanding the origin of life. Although it is well known that catalytically active RNA elements, ribozymes, can catalyze many reactions, including peptide bond formation, the specifics of the transition from the hypothetical, primordial RNA world to protein-based life centered at the translation system remain enigmatic. We developed AMES, Atomistic Molecular Evolution Simulator, and employed it to perform computer simulations of the evolution of short RNA molecules and RNA-peptide complexes. Comparison of the evolutionary trajectories and the structures of RNA molecules and RNA-peptide complexes emerging in these simulations shows that short random peptides accelerate RNA evolution, stabilize RNA folds, and boost the structural diversity of evolving RNA molecules, potentially enabling a broader range of activities. We hypothesize that the RNA world was, actually, an RNA-peptide world, in which, from the earliest stages of evolution, evolving RNA molecules interacted with short random peptides synthesized in a non-templated manner. These interactions could drive the evolution of diverse RNA structures and activities, and eventually, of the translation machinery.

evolutionary biology↗

Diversity and evolution of the ribovirian class Stelpaviricetes

Metatranscriptome mining has dramatically expanded the known diversity of ribovirians at all taxonomic levels. We explored in detail the class Stelpaviricetes in the phylum Pisuviricota that so far included 3 orders and 6 recognized virus families, order Stellavirales with family Astroviridae infecting vertebrates, Patatavirales with families Potyviridae, the largest known family of plant ribovirians, and Potyliviridae, and Hypofuvirales consisting of 3 families of viruses associated with phytopathogenic fungi. Using an order-specific collection of Hidden Markov Model profiles for the RNA-dependent RNA polymerase (RdRP), the hallmark protein of ribovirians, we identified 103 putative families within Stelpaviricetes, most of which share a uniform, astrovirus-like genome architecture, encoding three recognizable protein domains, the RdRP, a chymotrypsin-like protease and a single jelly roll capsid protein. The topology of the phylogenetic tree of the RdRP implies that the common ancestor of Stelpaviricetes had an astrovirus-like genome. The ancestor of the order Patatavirales acquired two additional domains, a papain-like protease and a superfamily 2 helicase, whereas the capsid protein was replaced with an unrelated one forming filamentous capsids. The ancestor of Hypofuvirales also encoded a superfamily 2 helicase and, possibly, a papain-like protease, but lost the capsid protein. Hypofuvirales might have derived from Patatavirales or evolved independently from an astro-like ancestor. For the vast majority of Stelpaviricetes identified in metatranscriptomes, host assignment remains elusive. Nevertheless, analysis of endogenous virus elements combined with information on isolated viruses provides some clues, in particular, suggesting that the common ancestor of Potyviridae and Potyliviridae had a fungal host whereas the common ancestor of Stelpaviricetes might have been a protist virus. IMPORTANCEThe enormous diversity of viruses on earth is only now coming to light through extensive metagenome and metatranscriptome mining. Using vast databases of ribovirus genomes, we performed phylogenomic analysis of the class Stelpaviricetes that includes the family of animal viruses Astroviridae and Potyviridae, the largest known family of plant viruses. We identified more than 100 family-level groups of viruses most of which have small, astrovirus-like genomes, likely, resembling the common ancestor of Stelpaviricetes. In contrast, the putative common ancestor of Potyviridae and its sister family Potyliviridae exhibits higher genome complexity that apparently emerged in viruses of fungi. The most plausible scenario for the origin of Potyviridae involves cross-kingdom horizontal virus transfer between plant-associated fungi and plants.

microbiology↗

Eco-evolutionary dynamics of defense systems in mobile genetic elements: Cui bono?

BackgroundMobile genetic elements (MGEs), including viruses, plasmids, and transposons, are major drivers of evolution in bacteria and archaea. Host-parasite conflicts drive the emergence of a broad variety of defense and counter-defense systems. Recent advances in metagenomics and functional annotation have shown that many defense systems are located on MGEs. The fact that MGEs are, essentially, genomic parasites raises an intriguing question: why do these parasites carry defense systems at high prevalence, often even higher than the host chromosome? ResultsWe developed a simple mathematical model to investigate the factors that promote evolution of defense systems in MGEs and the ecological implications of MGE-encoded defense. Our analysis points to the strength of inter-MGE interference as a key determinant of the evolution of defense systems in MGEs. We identify two qualitatively distinct regimes, depending on the basic reproductive number in mixed coinfections. Weakly interfering MGEs tend to carry low-cost defense systems that enhance the survival of their hosts upon exposure to more damaging MGEs. Although these systems can be occasionally transferred to the host, they typically remain in MGEs. In contrast, strongly interfering MGEs, such as plasmids from the same incompatibility group, can carry high-cost defense systems that are detrimental to the host and the population as a whole, but help their carriers spread by actively replacing their competitors. ConclusionsAnalysis of our model shows that the key determinant of the evolution and spread of defense systems in MGEs is the strength of cross-MGE interference. Weakly interfering MGEs would serve as MGE banks, typically carrying low-cost defense systems that can benefit the host by protecting it from more damaging MGEs. In contrast, strongly interfering MGEs would carry costly defense systems that mediate inter-MGE conflicts but are deleterious to the host. These MGEs could serve as proving grounds for emerging defense systems, which might eventually become cost-effective once optimized by selection.

evolutionary biology↗

Antiphage defence systems Druantia III and Zorya II synergise via shared DNA intermediates in a phage-specific manner

Most bacteria encode multiple antiphage defence systems, but how these systems interact, remains poorly understood. Here, we define the mechanism of Druantia III and explore its synergy with Zorya II. Druantia III is a late-acting defence where DruH is the likely infection sensor and DruE is a helicase-nuclease effector that engages ssDNA-containing replication intermediates. Druantia III and Zorya II are each sensitive to the loss of RecD, whereas their synergy requires an intact RecBCD complex, indicating that the combined response depends on a shared DNA-processing hub. During T3 infection, Zorya apparently preserves this hub by limiting accumulation of the phage RecBCD-inhibitor Gp5.9, whereas DruE together with RecBCD promote the formation of DNA structures permissive for ZorE cleavage. During Bas37 infection, Druantia provides the dominant pathway and recruits ZorE in a non-canonical, ZorAB-independent manner. These findings show how shared DNA intermediates can connect defence systems into a coordinated antiphage response.

microbiology↗

Tmn blocks phage spread via plasmolysis and triggers synergistic defence responses

Membrane-associated phage defences remain poorly understood. Here we characterise Tmn, a YobI-family transmembrane P-loop NTPase that protects bacteria from phage infection by establishing a plasmolysis-associated antiviral state. Upon recognising phage T2 RIIB protein, Tmn enhances ATP turnover and selectively exports Mg2+, causing rapid cytoplasmic collapse that arrests phage replication without detectable membrane depolarisation or gross leakage of the cell content. Cryo-electron microscopy shows that Tmn assembles into a decameric membrane complex with extended cytosolic arms, an uncommon architecture among P-loop NTPases. The cytosolic arms, including a solenoid-like repeat domain, mediate trigger interaction and determine specificity. In addition to its primary defence function, Tmn-driven ATP collapse activates otherwise silent ATP-depletion-sensing defences, including Gabija and Septu type I, providing a mechanistic basis for synergy among defence systems and limiting secondary phage spread. These findings demonstrate that Tmn is a membrane-integrated sensor-effector that couples phage recognition to metabolic collapse and coordinated multi-layered immunity.

microbiology↗

A distinct class of conjugative megaplasmids includes potential vehicles for prophage dissemination

Closely related prophages are frequently found in phylogenetically distant bacteria in the human gut, despite limited evidence of productive phage infections across broad host ranges. Thus, it remains unclear how the wide distribution of prophages could emerge. Here, we identify a potential mechanism of prophage dissemination. We describe two deeply diverged groups of conjugative megaplasmids (>300 kilobases) in the human gut microbiome, which we term Hodors. Hodors encode conserved replication, partitioning, and type IV secretion systems, together with a complex surface-associated gene module. A subset of Hodors harbor complete, intact prophage genomes, and closely related prophages are detected across phylogenetically distant Bacillota lineages, including both Bacilli and Clostridia. Further analysis indicates that Hodor-associated prophages can exist as extracellular particles and demonstrate their transcriptional activity. Our findings support a model in which conjugative megaplasmids act as composite mobile platforms that disseminate prophage genomes across bacterial lineages, providing a mechanistic explanation for the widespread occurrence of closely related prophages in phylogenetically distant gut bacteria and effectively decoupling lysogenic host range from infective host range.

microbiology↗

Diverse bacterial pattern recognition receptors sense the conserved phage proteome

Recognition of foreign molecules inside cells is critical for immunity across all domains of life. Proteins of the STAND NTPase superfamily1,2, including eukaryotic NOD-like receptors (NLRs), play a central role in this process3,4. In bacteria and archaea, although several STAND families sense phage proteins5-9, their functional diversity remains largely unexplored. We conducted a systematic phylogenetic analysis of prokaryotic STAND NTPases and identified at least 90 structurally distinct families associated with antiviral defense. We first show that the uncharacterized Avs7 family recognizes the major capsid protein (MCP) of tailed phages. Three cryo-EM structures of Salmonella enterica Avs7 reveal an asymmetric, butterfly-shaped tetramer that assembles stepwise via large, MCP-induced conformational changes, incorporating bacterial elongation factor Tu (EF-Tu) as a structural component that enhances defense. Using genetic screens with a library of 687 phage genes, we further show that 13 additional STAND families sense 13 conserved phage proteins, encompassing most of the core structural and replicative components of tailed phages. These include two distinct MCP-sensing families--Avs8 (PD-{lambda}-4) and Avs10 (Erebus/Hypnos/bNACHT64)--and 11 others (Avs11-21) recognizing the portal, portal adaptor, tail nozzle, head-tail connector, tail terminator, tail tube protein, tail assembly chaperone, tape measure protein, DNA polymerase, helicase/RecA-type ATPase, and single-stranded DNA annealing protein, respectively. Together, our findings highlight structurebased pattern recognition and host factor repurposing as fundamental strategies of bacterial immunity.

molecular biology↗

The heterogeneous selection landscape of genome evolution in prokaryotes

Evolution of prokaryote genomes appears to be defined by the interplay of selection for genome streamlining, deletion bias and selection for functional diversification. The previously observed overall positive correlation between the strength of selection, measured as the ratio of non-synonymous to synonymous nucleotide substitutions (dN/dS), points to diversification as the primary factor of prokaryote genome evolution. Here, we investigated the interplay between genome size and selection pressure by analyzing an expanded collection of closely related prokaryotic genomes, evaluating genome-wide selection by measuring dN/dS by using an accurate, phylogeny-based method and decomposing the resulting values into lineage-specific and gene-specific components. These analyses reveal a pronounced heterogeneity in the relationship between genome size and the strength of selection across the diversity of prokaryotes. Most bacteria display a positive correlation consistent with selection for diversification, whereas all analyzed archaeal lineages show strong negative correlation which is the signature of streamlining. These findings indicate that the selection regimes broadly vary across the diversity of prokaryotes rather than following a single, universal pattern. Genome streamlining, selection for functional diversity and drift in small populations are all important factors of evolution, their relative contributions depending on the population genetics and ecology of a given lineage.

evolutionary biology↗

Oxygen-adaptive plasticity of Asgard archaea dependent on terminal oxidase and globin

The oxygenation of ancient Earth is thought to have driven eukaryogenesis, beginning with the endosymbiosis of an aerobic alphaproteobacterium (proto-mitochondria) with an archaeal host. Given that the archaeal host likely evolved from within Asgard archaea (phylum Promethearchaeota), the metabolic traits of Asgard archaea could provide key insights into eukaryotic origins. Although Asgard archaea cultured to date are obligate anaerobes, their genomes encode oxygen-adaptive proteins, suggesting they might be oxygen-tolerant. Here, we demonstrate that some Asgard archaea, in particular, Hodarchaeales, the closest known relatives of eukaryotes, and Kariarchaeaceae, exhibit oxygen adaptation mediated by terminal oxidase and globin. Phylogenetic analysis reveals long-term vertical evolution of terminal oxidases in Asgard archaea, suggesting ancient adaptation to molecular oxygen. By contrast, globin was likely acquired by Asgard archaea via horizontal gene transfer from facultative aerobic Chloroflexales bacteria. Heterologous expression of the Asgard globin enhances aerobic growth of Haloarchaea and Escherichia coli in the presence of terminal oxidase-dependent electron transfer chain, suggesting that Asgard growth benefits from ambient oxygen. The Asgard globin gene is embedded in an oxygen-sensitive bidirectional promoter region, with one promoter driving oxygen-induced globin expression, and the other anaerobically activating expression of two enzymes, PdxS and PdxT, involved in a pyridoxal 5-phosphate biosynthesis. The Asgard globin and promoter region exhibit high functional robustness across archaea and bacteria, and could contribute to the symbiosis between the Asgard and aerobic bacterial partners. These findings highlight the oxygen-adaptive plasticity of Asgard archaea and its potential contribution to eukaryogenesis.

evolutionary biology↗

Microcompartments in Hodarchaeales: a bioenergetic engine that could have fuelled eukaryogenesis

Eukaryotic intracellular compartmentalization is a key innovation in the evolution of complex cellular life. While microcompartments enable metabolic specialization in many bacteria, to our knowledge, no analogous systems have been identified in Archaea. Here, we report the discovery of archaeal microcompartments (AMCs) in Hodarchaeales, an order within the phylum Promethearchaeati (Asgard archaea) that includes the closest known archaeal relatives of eukaryotes. Phylogenetic and structural analyses indicate that these catabolic AMCs, which are specialized for sugar-phosphate metabolism, were acquired by horizontal gene transfer from deep-rooted bacteria of the phylum Myxococcota. The shell pentamers of AMCs are fused to lysine/arginine-rich intrinsically disordered regions that capture cytosolic DNA, facilitating nutrient scavenging. Reaction-diffusion modelling predicts that enzyme colocalization and substrate channelling within AMCs can increase the NADH flux approximately 100-fold. Thus, the AMCs substantially boost energy production in the cell and might have primed the archaeal host for eukaryogenesis.

microbiology↗

YprA family helicases provide the missing link between diverse prokaryotic immune systems

Bacteria and archaea possess an enormous variety of antivirus immune systems that often share homologous proteins and domains, some of which contribute to diverse defense strategies. YprA family helicases are central to widespread defense systems DISARM, Dpd, and Druantia. Here, through comprehensive phylogenetic and structural prediction analysis of the YprA family, we identify several major, previously unrecognized clades, with unique signatures of domain architecture and associations with other genes. Each YprA family clade defines a distinct class of defense systems, which we denote ARMADA (disARM-related Antiviral Defense Array), BRIGADE (Base hypermodification and Restriction Involving Genes encoding ARMADA-like and Dpd-like Effectors), or TALON (TOTE-like and ARMADA-Like Operon with Nuclease). In addition to the YprA-like helicase, ARMADA systems share two more proteins with DISARM. However, ARMADA YprA homologs are most similar to those of Druantia, suggesting ARMADA is a missing link connecting DISARM and Druantia. We show experimentally that ARMADA protects bacteria against a broad range of phages via a direct, non-abortive mechanism. We also discovered multiple families of satellite phage-like mobile genetic elements that often carry both ARMADA and Druantia Type III systems and show that these can provide synergistic resistance against diverse phages.

microbiology↗

Identification of Obelisk-like covalently closed circular RNA replicon in hot springs by double-stranded RNA sequencing and expansion of the diversity of the Obelisk superfamily

Extensive metatranscriptome mining has recently vastly expanded the range of covalently closed circular (ccc) RNA replicons. A notable group of such replicons are Obelisks, cccRNAs of about 1 kilobase (kb) encoding a protein with a unique fold, Oblin-1, and detected in a broad variety of metatranscriptomes, in particular, those from the human gastrointestinal tract. We adopted Fragmented and primer-Ligated DsRNA Sequencing (FLDS) method to selectively sequence double-stranded (ds) RNAs, the replicative intermediates of RNA replicons, and to identify cccRNAs among the resulting sequences. From these data, we selected cccRNAs with predicted extensive intramolecular base-pairing, a hallmark of viroid-like elements. ch We employed FLDS to explore metatranscriptomes from acidic hot springs in Japan and discovered a distinct family of Obelisks probably associated with thermoacidophilic bacteria (Hot spring Obelisks, HsObs). The proteins encoded by HsObs, HsOblins, show no significant sequence similarity to previously identified Oblin-1 proteins, but are predicted to adopt a closely similar structure. A comprehensive search of metagenomes for Oblin-1 and HsOblin homologs substantially expanded this family of Obelisk-encoded proteins revealing several distinct subfamilies that share the same core fold. A cccRNA encoding an HsOblin homolog was also detected in a Yellowstone hot spring metatranscriptome. Apart from Oblin-1, some subfamilies of Obelisks were predicted to encode additional small proteins with simple alpha-helical folds.

microbiology↗

A prevalent huge phage clade in human and animal gut microbiomes

Huge phages are widespread in the biosphere, yet their prevalence and ecology in the human gut remain poorly characterized. Here, we report Jug (Jumbo gut) phages with genomes of 360-402 kilobase pairs that comprise [~]1.1% of the reads in human gut metagenomes, and are predicted to infect Bacteroides and/or Phocaeicola. Although three of the four major groups of Jug phages shared >90% genome-wide sequence identity, their large terminase subunits exhibited only 38- 57% identity, suggesting horizontal acquisition from other phages. Over 1,500 genomes of Jug phages were recovered from human and animal gut metagenomes, revealing their broad distribution, with largely shared gene content suggestive of frequent cross-animal-host transmission. Jug phages displayed high gene transcription activities, including the gene for a calcium-translocating P-type ATPase not detected previously in phages. These findings broaden our understanding of huge phages and highlight Jug phages as potential major players in gut microbiome ecology.

microbiology↗

Evolution of antivirus defense in prokaryotes depending on the environmental virus prevalence and virome dynamics

Prokaryotes can acquire antivirus immunity via two fundamentally distinct types of processes: direct interaction with the virus as in CRISPR-Cas adaptive immunity systems and horizontal gene transfer (HGT) which is the main route of transmission of innate immunity systems. These routes of defense evolution are not mutually exclusive and can operate simultaneously, but empirical observations suggest that at least in some bacterial and archaeal species, one or the other route dominates the defense landscape. We hypothesized that the observed dichotomy stems from different life-history tradeoffs characteristic of these organisms. To test this hypothesis, we analyzed a mathematical model of a well-mixed prokaryote population under a stochastically changing viral prevalence. Optimization of the long-term population growth rate reveals two contrasting modes of defense evolution. In stable, predictable and fluctuating, unpredictable environments with a moderate viral prevalence, direct interaction with the virus and horizontal transfer of defense genes become the optimal routes of immunity acquisition, respectively. In the HGT-dominant mode, we observed a universal distribution of the fraction of microbes with different immune repertoires. Under very low virus prevalence, the cost of immunity exceeds the benefits such that the optimal state of a prokaryote is complete defense systems. By contrast, under very high virus prevalence, horizontal spread of defense systems dominates regardless of the stability of the virome. These findings might explain consistent but enigmatic patterns in the spread of antivirus defense systems among prokaryotes such as the ubiquity of adaptive immunity in hyperthermophiles contrasting their patchy distribution among mesophiles. IMPORTANCEThe virus-host arms race is a major component of the evolutionary process in all organisms that drove the evolution of a broad variety of immune mechanisms. In the last few years, over 200 distinct antivirus defense systems have been discovered in prokaryotes. There are two major modes of immunity acquisition: innate immune systems spread through microbial populations via horizontal gene transfer (HGT) whereas adaptive-type immune systems acquire immunity via direct interaction with the virus. We developed a mathematical model to explore the short term evolution of prokaryotic immunity and show that in stable environments with predictable viral repertoires, adaptive-type immunity is the optimal defense strategy whereas in fluctuating environments with unpredictable virus composition, HGT dominates the immune landscape.

evolutionary biology↗

END nucleases: Antiphage defense systems targeting multiple hypermodified phage genomes

Prokaryotes carry clusters of phage defense systems in "defense islands" that have been extensively exploited bioinformatically and experimentally for discovery of immune functions. However, little effort has been dedicated to determining which specific system(s) within defense islands limit lytic phage reproduction in clinical bacterial strains. Here, we employed the CRISPR-based Cascade-Cas3 system to delete defense islands in a Pseudomonas aeruginosa clinical isolate to identify mechanisms of lytic phage antagonism. Deletion of one island in a cystic fibrosis-derived clinical isolate sensitized the strain to phages from the Pbunavirus family, which are commonly used as therapeutics. The causal defense system is a Type IIS restriction endonuclease-like protein (ENDPaCF1), common in Pseudomonads, however it lacks an associated methyltransferase typical Type IIS R-M systems. ENDPaCF1 protects bacteria against phages with hypermodified DNA and is surprisingly agnostic to the specific structure of the modification, which is unlike typical type IV restriction endonucleases. In ENDPaCF1, the endonuclease domain is fused to a catalytically inactive Endonuclease III (iEndoIII), a domain that recognizes non-canonical bases to repair DNA in prokaryotes and eukaryotes. We therefore propose that nucleases containing an iEndoIII domain (END nucleases) can sense diverse DNA hypermodifications. Our findings reveal modularity of the sensing and cleavage domains, as expected of a modification-dependent endonucleases. We further show that some hypermodified phages, including Pbunavirus family members and Wrowclawvirus family (Pa5oct-like) of jumbo phages, encode END nuclease inhibitors that directly bind to the nuclease, likely via the iEndoIII domain. These inhibitors are necessary for Pbunavirus to plaque on clinical isolates and sufficient to enable other hypermodified phages to plaque in the presence of this defense system.

microbiology↗

"Paraxenoviridae", a putative family of ubiquitous marine bacteriophages with double-stranded RNA genomes

Fragmented and primer Ligated DsRNA Sequencing (FLDS) was used to reconstruct five complete, bisegmented RNA genomes of paraxenoviruses, a group of viruses that was previously identified in the ocean and that based on the analysis of partial genomes was proposed to represent a putative new phylum within the kingdom Orthornavirae of the realm Riboviria. Phylogenetic analysis of the RNA-directed RNA polymerases of paraxenoviruses demonstrated their affinity with the ribovirus order Durnavirales within the class Duplopiviricetes of the phylum Pisuviricota. The order Durnavirales includes families Cystoviridae that consists of well-characterized dsRNA bacteriophages and less thoroughly studied Picobirnaviridae that are also suspected to infect bacteria. Consistently, modeling and analysis of the structure of the predicted capsid protein (CP) of several paraxenoviruses revealed similarity to picobirnavirus CP although the paraxenovirus CP is much larger and contains unique structural elaborations. Taken together, these affinities suggest that paraxenoviruses represent a distinct family within Durnavirales, which we provisionally name "Paraxenoviridae". Both genomic segments in Picobirnaviridae and "Paraxenoviridae" encompass multiple open reading frames, each preceded by a typical bacterial ribosome-binding site, strongly suggesting that these families consist of bacterial viruses. Search for homologs of paraxenovirus genes shows widespread distribution of this virus group in the global ocean, suggesting a potential important contribution to marine microbial ecosystems. Our findings further expand the diversity and ecological role of the bacterial RNA virome, reveal extensive structural variability of RNA viral capsid proteins, and demonstrate the common ancestry of several distinct families of bacterial viruses with dsRNA genomes.

microbiology↗

Naturally ornate RNA-only complexes revealed by cryo-EM

Myriad families of natural RNAs have been proposed, but not yet experimentally shown, to form biologically important structures. Here we report three-dimensional structures of three large ornate bacterial RNAs using cryogenic electron microscopy at resolutions of 2.9-3.1 [A]. Without precedent among previously characterized natural RNA molecules, Giant, Ornate, Lake- and Lactobacillales-Derived (GOLLD), Rumen-Originating, Ornate, Large (ROOL), and Ornate Large Extremophilic (OLE) RNAs form homo-oligomeric complexes whose stoichiometries are retained at concentrations lower than expected in the cell. OLE RNA forms a dimeric complex with long co-axial pipes spanning two monomers. Both GOLLD and ROOL form distinct RNA-only multimeric nanocages with diameters larger than the ribosome. Extensive intra- and intermolecular A-minor interactions, kissing loops, an unusual A-A helix, and other interactions stabilize the three complexes. Sequence covariation analysis of these large RNAs reveals evolutionary conservation of intermolecular interactions, supporting the biological importance of large, ornate RNA quaternary structures that can assemble without any involvement of proteins.

biophysics↗

In silico evolution of globular protein folds from random sequences

The origin and evolution of protein folds are among the most challenging, long-standing problems in biology 1,2. Although many plausible scenarios of early protein evolution leading to fold nucleation have been proposed 3-8, realistic simulation of this process was not feasible because of the lack of efficient approaches for protein structure prediction, a situation that changed with the advent of powerful tools for fast and robust protein structure prediction, such as AlphaFold 9,10 and ESMFold11. We developed a computational approach for protein fold evolution simulator (PFES) with atomistic details that provide insights into the mechanisms of evolution of globular folds from random amino acid sequences. PFES introduces random mutations in a population of protein sequences, evaluates the effect of mutations on protein structure, and selects a new set of proteins for further evolution. Repeating this process iteratively allows tracking the evolutionary trajectory of a changing protein fold that evolves under selective pressure for protein fold stability, interaction with other proteins, or other features shaping the fitness landscape. We employed PFES to show how globular protein folds could evolve from random amino acid sequences as monomers or in complexes with other proteins. The simulations reproduce the evolution of many simple folds of natural proteins as well as the evolution of distinct folds not known to exist in nature. We show that evolution of a stable fold from random sequences, on average takes 3 to 8 amino acid replacements per site, suggesting that simple but stable protein folds can evolve relatively easily. These findings could shed light on the enigma of the rapid evolution of protein fold diversity at the earliest stages of life evolution. PFES tracks the complete evolutionary history from simulations that describes intermediate states at the sequence and structure levels and can be used to test versatile hypotheses on protein fold evolution.

evolutionary biology↗