Progress in genome technologies over the past few decades has delivered a dramatic cost reduction in DNA sequencing and vast increases in read lengths, the latter afforded by development of new single-molecule sequencing technologies. These advances enabled probing regions of the genome that were considered as ?dark matter? up until recently, as well as the assembly of new high-quality reference genomes. In addition to genome sequencing, these single-molecule methods have opened up new applications for probing chemical modifications in DNA, by either probing the kinetics of sequencing-by-synthesis using optical waveguides, or by electrically distinguishing modified bases using nanopores. Currently, efforts are made to create robust methods for direct RNA sequencing, so that information about RNA sequence, epigenetic modifications, and quantity, can be obtained. In a single human cell, only a few picograms of RNA and DNA are available, and since epigenetic modifications in these nucleic acids cannot be multiplied, a recognized goal of future sequencing technologies is to reduce the amount of genomic material that can be analyzed at picogram levels. We have recently developed a method for loading picogram-level DNA and RNA into zero-mode waveguides (ZMWs), and have demonstrated DNA sequencing of a long DNA fragment, achieved by fabricating porous ZMWs (PZMWs) in which a porous material was embedded at the ZMW bottoms. However, challenges with the chemistry and longevity of porous materials have limited the throughput of this system. In this proposal, we will develop an entirely new method for direct RNA sequencing that enables quantitative transcriptome analysis and RNA base modification information, requiring only picogram-level input RNA. First, we have developed a new type of ZMW that contains a metal-disk electrode embedded underneath it. Applying voltage across the ZMWs produces an electric field that assists with DNA and RNA capture. These new devices allow vastly increased throughput over the previous generation PZMWs, as well as substantial quality improvements to the data obtained. Second, for the sequencing engine we will employ MarathonRT, an ultra-processive reverse transcriptase that converts RNA molecules to complementary DNA (cDNA) molecules by enzymatic replication robustly and accurately, more so than currently used enzymes used for RNA sequencing. Third, we will employ advanced single-cell RNA extraction and gold-standard RNA quantification methods. Backed by extensive preliminary data, we will integrate MarathonRT as the engine, PtZMWs as the sensitive sequence readers and advanced single-cell sorting and RNA extraction tools, to develop for the first time quantitative RNA expression profiles from truly single-cell material (i.e., no amplification). Additionally, using our ability to follow the replication kinetics by MarathonRT, we will probe chemical modifications preserved in these RNA molecules, such as methyladenine and pseudouridine. Success in this unique approach will revolutionize transcriptome analysis from single-cell material by providing a workflow for epi/transcriptomics at unprecedented sensitivity.

Public Health Relevance

We will develop a new, ultra-sensitive technology to directly read the sequence of mRNA molecules, as well as chemical modifications on these RNA molecules, from single-cell amounts (few picograms of RNA). The method uses optical metallic wells that are ~100 nm in diameter, in which an enzyme that replicates RNA molecules, one-by-one, is optically monitored. If the aims in the project succeed, then a low-cost high-throughput RNA sequencing method will be available from extremely small amounts of RNA, greatly affecting human health by aiding in the understanding of disease and enabling personalized medicine.

Agency
National Institute of Health (NIH)
Institute
National Human Genome Research Institute (NHGRI)
Type
Research Project (R01)
Project #
1R01HG011087-01
Application #
9966346
Study Section
Special Emphasis Panel (ZHG1)
Program Officer
Smith, Michael
Project Start
2020-05-11
Project End
2024-02-29
Budget Start
2020-05-11
Budget End
2021-02-28
Support Year
1
Fiscal Year
2020
Total Cost
Indirect Cost
Name
Northeastern University
Department
Physics
Type
Schools of Arts and Sciences
DUNS #
001423631
City
Boston
State
MA
Country
United States
Zip Code
02115