Education & Certifications

  • Master of Science, Stanford University, BIOE-MS (2020)
  • BS, Tsinghua University, Biological Sciences (2018)

Lab Affiliations

All Publications

  • High-throughput biochemistry in RNA sequence space: predicting structure and function. Nature reviews. Genetics Marklund, E., Ke, Y., Greenleaf, W. J. 2023


    RNAs are central to fundamental biological processes in all known organisms. The set of possible intramolecular interactions of RNA nucleotides defines the range of alternative structural conformations of a specific RNA that can coexist, and these structures enable functional catalytic properties of RNAs and/or their productive intermolecular interactions with other RNAs or proteins. However, the immense combinatorial space of potential RNA sequences has precluded predictive mapping between RNA sequence and molecular structure and function. Recent advances in high-throughput approaches in vitro have enabled quantitative thermodynamic and kinetic measurements of RNA-RNA and RNA-protein interactions, across hundreds of thousands of sequence variations. In this Review, we explore these techniques, how they can be used to understand RNA function and how they might form the foundations of an accurate model to predict the structure and function of an RNA directly from its nucleotide sequence. The experimental techniques and modelling frameworks discussed here are also highly relevant for the sampling of sequence-structure-function space of DNAs and proteins.

    View details for DOI 10.1038/s41576-022-00567-5

    View details for PubMedID 36635406