Biology subjects

Gasiunas, G.

Publications and source records attributed to Gasiunas, G..

6 recordsLinked to original sources

bioRxiv2026

A cold-adapted Cas9 nuclease from the deep ocean

The abundance of CRISPR systems in bacteria and archaea fuels the search for Cas nucleases that perform where established enzymes fail. Deep Ocean 1 Cas9 (DO1Cas9) is to our knowledge the first Cas9 nuclease characterized from the deep ocean, recovered from a metagenomic sample at 1,500 m depth in the Atlantic Ocean. DO1Cas9 shows cold-adapted structural flexibility, thermal susceptibility, salt-dependent stability, higher specificity than SpCas9 and cleaves double-stranded DNA efficiently under cold conditions where mesophilic SpCas9 retains only residual activity. DO1Cas9 edits genomes in diverse organisms such as Caenorhabditis elegans, zebrafish, the marine tunicate Oikopleura dioica, and the malaria parasite Plasmodium falciparum. In the marine bacterium Marinomonas mediterranea, DO1Cas9 programmed against an invading phage reduced plaquing efficiency about 10-fold more than SpCas9. These results expand the CRISPR-Cas9 toolbox with a nuclease for cold-chain editing and marine biotechnology.

genetics↗

bioRxiv2026

Global, single-cell-resolution of antiviral defenses in marine prokaryoplankton

Background Growing evidence suggests that variation in resistance to viral infections by marine prokaryoplankton enables the coexistence of both viral and host populations. Recent experimental work on model organisms has revealed dozens of novel antiviral defense mechanisms. This diversity has prompted the hypothesis of the pan-immunity model, in which diverse defenses are a shared resource among closely related individuals to broaden the population's resistance and minimize an individual's burden. The composition and abundance of such defense pools in natural microbial communities, however, remain largely unknown. Here, we begin to parameterize resistance in marine prokaryotes and define their defense repertoire by quantifying antiviral defenses across thousands of randomized single-amplified genomes (SAGs) from a global collection of seawater samples. Results Prokaryoplankton SAGs contained an average of 1.1 defenses, with dark ocean (200 m - 11 km) prokaryotes having a slightly higher genomic load of defenses as compared to the sunlit, surface ocean. The number of defenses per cell was taxon-specific, with little or no relationship to depth, taxon abundance, estimated maximal growth rate, or viral infection rate. The most numerous and taxonomically widespread defenses were restriction modification systems, followed by dGTPase (mostly in Pelagibacterales) in the sunlit ocean and AbiU (mostly in Nitrososphaerales) in the dark ocean. Most other defense types were rare (< 0.1% SAGs) yet distributed across distant taxa (> 3 phyla). We found evidence for the cross-domain exchange of the most common defense system, RM II, between archaea and bacteria, which improves our understanding of the biology of this prevalent defense and could be consequential in predicting target motifs for connecting viruses with potential hosts in epigenetic studies. Conclusions Collectively, these results suggest lineages restrict genomic real estate for defenses yet enable extensive lateral transfer, potentially for the maintenance of defense variation at the community level rather than only among closely related individuals. This study provides a quantitative atlas of prokaryoplankton immunity toward grounding our understanding of virus-microbe interactions in the Earth's largest biome, the open ocean.

microbiology↗

bioRxiv2025

Structural insights into Cas9-mediated prespacer selection in CRISPR-Cas adaptation

During CRISPR-Cas adaptation, prokaryotic cells become immunized by the insertion of foreign DNA fragments, termed spacers, into the host genome to serve as templates for RNA-guided immunity. Spacer acquisition relies on the Cas1-Cas2 integrase and accessory proteins like Cas4, which select DNA sequences flanked by the protospacer adjacent motif (PAM) and insert them into the CRISPR array. It has been shown that in type II-A systems selection of PAM-proximal prespacers is mediated by the effector nuclease Cas9, which forms a supercomplex with the Cas1-Cas2 integrase and the Csn2 protein. However, the supercomplex structure and the role of the ring-like Csn2 protein remain unknown. Here, we present cryo-electron microscopy structures of the type II-A prespacer selection supercomplex in the DNA-scanning and two different PAM-bound configurations. Our study uncovers the mechanism of Cas9-mediated prespacer selection in type II-A CRISPR-Cas systems, and reveals the role of the accessory protein Csn2, which serves as a platform for the assembly of Cas9 and Cas1-Cas2 integrase on prespacer DNA, reminiscent of the sliding clamp in DNA replication. Repurposing of Cas9 by the CRISPR adaptation machinery for prespacer selection characterized here demonstrates Cas9 plasticity and expands our knowledge of the Cas9 biology.

microbiology↗

bioRxiv2023

TemStaPro: protein thermostability prediction using sequence representations from protein language models

MotivationReliable prediction of protein thermostability from its sequence is valuable for both academic and industrial research. This prediction problem can be tackled using machine learning and by taking advantage of the recent blossoming of deep learning methods for sequence analysis. These methods can facilitate training on more data and, possibly, enable development of more versatile thermostability predictors for multiple ranges of temperatures. ResultsWe applied the principle of transfer learning to predict protein thermostability using embeddings generated by protein language models (pLMs) from an input protein sequence. We used large pLMs that were pre-trained on hundreds of millions of known sequences. The embeddings from such models allowed us to efficiently train and validate a high-performing prediction method using over one million sequences that we collected from organisms with annotated growth temperatures. Our method, TemStaPro (Temperatures of Stability for Proteins), was used to predict thermostability of CRISPR-Cas Class II effector proteins (C2EPs). Predictions indicated sharp differences among groups of C2EPs in terms of thermostability and were largely in tune with previously published and our newly obtained experimental data. Availability and ImplementationTemStaPro software and the related data are freely available from https://github.com/ievapudz/TemStaPro and https://doi.org/10.5281/zenodo.7743637.

bioinformatics↗

bioRxiv2020

Biochemically diverse CRISPR-Cas9 orthologs

CRISPR-Cas9 nucleases are abundant in microbes. To explore this largely uncharacterized diversity, we applied cell-free biochemical screens to rapidly assess the protospacer adjacent motif (PAM) and guide RNA (gRNA) requirements of novel Cas9 proteins. This approach permitted the characterization of 79 Cas9 orthologs with at least 7 distinct classes of gRNAs and 50 different PAM sequence requirements. PAM recognition spanned the entire spectrum of T-, A-, C-, and G-rich nucleotides ranging from simple di-nucleotide recognition to complex sequence strings longer than 4. Computational analyses indicated that most of this diversity came from 4 groups of interrelated sequences providing new insight into Cas9 evolution and efforts to engineer PAM recognition. A subset of Cas9 orthologs were purified and their activities examined further exposing additional biochemical diversity. This constituted both narrow and broad ranges of temperature dependence, staggered-end DNA target cleavage, and a requirement for longer stretches of homology between gRNA and DNA target to function robustly. In all, the diverse collection of Cas9 orthologs presented here sheds light on Cas9 evolution and provides a rich source of PAM recognition and other potentially desirable properties that may be mined to expand the genome editing toolbox with new RNA-programmable nucleases.

biochemistry↗

bioRxiv2020

5' modifications to CRISPR Cas9 gRNA can change the dynamics and size of R-loops and inhibit DNA cleavage

A key aim in exploiting CRISPR-Cas is the engineering of gRNA to introduce additional functionalities, ranging from small nucleotide changes that increase efficiency of on-target binding to the inclusion of large functional RNA aptamers and ribonucleoproteins (RNPs. Interactions between gRNA and Cas9 are crucial for RNP complex assembly but several distinct regions of the gRNA are amenable to modification. Using a library of modified gRNAs, we used in vitro ensemble and single-molecule assays to assess the impact of RNA structural alterations on RNP complex formation, R-loop dynamics, and endonuclease activity. Our results indicate that R-loop formation and DNA cleavage activity are essentially unaffected by gRNA modifications of the Upper Stem, first Hairpin and 3 end. In contrast, 5 additions of only two or three nucleotides reduced R-loop formation and cleavage activity of the RuvC domain relative to a single nucleotide addition. Such gRNA modifications are a common by-product of in vitro transcribed gRNA. We also observed that addition of a 20 nt RNA hairpin to the 5 end supported formation of a stable ~9 bp R-loop that could not activate DNA cleavage. These observations will assist in successful gRNA design.

biochemistry↗