Sunday, May 18, 2025
5/18/2025
Twice reading of RNA by direct nanopore sequencing - Project Summary Human transcriptomes are endowed with many intriguing RNA modifications that are dynamic and reversible. Many of these modifications regulate gene expression and cell-fate decision, while emerging new functions are also likely to impact human health and disease. However, precise mapping and quantifying modifications remains a challenge. While the Oxford Nanopore Technologies (ONT) platform of direct RNA sequencing can detect RNA modifications as basecall errors, a major weakness is the lack of quantification of these errors and the increased errors near the site of a modification. We hypothesize that using 3Dpol, the RNA-dependent RNA polymerase (RdRp) of poliovirus, to copy each RNA provides a mechanism of “twice reading” of the RNA to improve accuracy. In this twice-reading mechanism, 3Dpol captures the flexible fold-back of the 3'-end of an RNA as the primer for replication, producing a double-stranded (ds)-hairpin helix that physically links the template strand with the copied strand. This physical link is important, allowing each RNA modification to have two reads, first through nanopore sequencing of the copied strand and then the template strand, such that the two reads are relatable. Because the read in the copied portion is produced by the high-fidelity 3Dpol, it provides the “ground truth” for the read in the template portion. In Aim 1, we will determine how 3Dpol copies an RNA modification by defining its fidelity and signature of nucleotide incorporation. This is to determine how the two reads are related to each other. Using a synthetic RNA template, we will measure the fidelity and the signature of 3Dpol readout for abundant modifications in human mRNAs. We will perform the same analysis for processive reverse transcriptases (RTs) to discern the differences between RNA- and cDNA-replication of an RNA. We will also generate 3Dpol variants with a different nucleotide-incorporation signature than the native enzyme, which will provide valuable new tools for quantifying RNA modifications. In Aim 2, we will determine the elongation velocity of 3Dpol in end-to-end reading of long RNAs. This is to assess the processivity of 3Dpol upon encountering challenging sequences and diverse structures typical of cellular RNAs. We will use a long non- coding RNA to measure position-dependent velocity across the template. We will compare the velocity of 3Dpol to processive RTs to provide new insight into the strengths and weaknesses of each enzyme. In Aim 3, we will generate synthetic RNA standards, each with a site-specific modification (ψ, m6A, or m5C) for machine learning and algorithm development. We will also generate a control library of long RNAs, each with a modification, and determine the improved accuracy from 1-read to 2-read and even to multiple reads upon 3Dpol replication of the library. We will then determine the improved accuracy upon 3Dpol replication of a human transcriptome. The deliverable is a nanopore kit consisting of reagents for detecting an RNA modification in twice reading of transcriptomes in a new strategy that will significantly improve read accuracy for research in all biological areas.
HHS’ Tracking Accountability in Government Grants System (TAGGS) website provides access to detailed descriptions of grants, loans, aggregated direct payments and other types of financial assistance awarded by the HHS Operating Divisions (OPDIVs) and the Office of the Secretary Staff Divisions (STAFFDIVs).