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- 2025 AIChE Annual Meeting
- Food, Pharmaceutical & Bioengineering Division
- 15C Poster Session: Bioengineering
- (182b) High-Accuracy Nanopore Sequencing to Quantify Replication Fidelity of Unnatural Base Pairs
Here, we present next-generation sequencing techniques to sequence ubp XNAs with high accuracy. Using nanopore sequencing, we train recurrent neural network models to sequence hydrogen bonding and non-hydrogen bonding ubp XNAs, achieving accuracy of up to 99%. We then apply these models to study ubp XNA loss during replication by tailoring models to detect known replication error modes. By combining theory, simulations, and high-throughput assays, we are able to assess the replication fidelity landscape of diverse ubp XNAs and provide new insights into replication errors. Using multiplexed condition screening (polymerase, pH, nucleotide concentration, etc.), we also report conditions that lead to significantly enhanced replication fidelity of the highly error-prone isoG:Me-isoC pair in a 6-letter PCR reaction (>98% fidelity per replication). By developing high-throughput sequencing techniques and answering open questions in ubp XNA replication, we are closing critical technology and knowledge gaps in the field, accelerating the development of xeno-nucleic acid technologies for synthetic biology.