bioRxivBioinformaticsPreprint
Population dynamics of ribozymes during in vitro selection
Elizabeth M. BrooksiD, Natalie R. KotliniD, Zoe WeissiD, Saurja DasGuptaiD
Abstract
Ribozymes are central to models of RNA-based primordial life. Understanding how ribozymes emerge from RNA populations under changing selection pressures can help delineate the biochemical constraints and capabilities of early RNA-based biology. In vitro selection has been instrumental in isolating ribozymes with diverse functions from combinatorial populations; however, their population dynamics during selection remain poorly characterized. By analyzing high-throughput sequencing data produced from all rounds of an in vitro selection experiment, consisting of over 5 million unique sequences, we tracked how sequences rose and fell in abundance during selection. We found that the most abundant sequences emerged early and maintained their dominance, suggesting that only a few cycles of selection-amplification may be sufficient to isolate well-adapted ribozymes. Characterization of the catalytic activities of the dominant sequences in each selection round indicated that abundance did not always predict activity. This observation was reinforced through nucleotide conservation analysis and activity assays of close sequence variants of the most dominant ribozyme. Our analyses show that sequence complementarity with the substrate emerged as a common feature as early as the first round and persisted throughout, highlighting early convergence of diverse sequence populations on a beneficial catalytic strategy. By combining bioinformatics and experimental approaches, our work presents a detailed description of ribozyme population dynamics during an in vitro selection experiment and provides a high-resolution view of how functional RNA sequences compete for survival and propagation under selection pressure.
- assay: proteomics
- research focus: benchmarking
- approach: statistical model
- approach: experimental assay
- Citations
- 1
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Molecular crowding facilitates ribozyme-catalyzed RNA assembly
S. DasGupta, S. J. Zhang, J. W. Szostak·bioRxiv·Apr 30, 2023
- Emergence of diverse ligase reactivities from a single RNA evolution experiment
Annyesha Biswas, Saurja DasGupta·bioRxiv·Sep 11, 2026
- A stoichiometric selection advantage of DNA genomes over RNA genomes
Rosemary Yu·bioRxiv·Oct 22, 2025
- Evolution of the substrate specificity of an RNA ligase ribozyme from phosphorimidazole- to triphosphate-activation
S. DasGupta, Z. Weiss, … J. W. Szostak·bioRxiv·Apr 11, 2024
- Emergence of function from single RNA sequences by Darwinian evolution
Falk Wachowius, Benjamin T. Porebski, … Philipp Holliger·bioRxiv·Mar 3, 2021
- A ribozyme ligase that requires a 3' terminal phosphate on its RNA substrate
Annyesha Biswas, Zoe Weiss, … Saurja DasGupta·Nature CommunicationsPeer-reviewed·Jul 13, 2026