Publication: High-Throughput Functional Screening with DNA Nanoswitches
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2023-06-01
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Lipstein, Mark R. 2023. High-Throughput Functional Screening with DNA Nanoswitches. Doctoral dissertation, Harvard University Graduate School of Arts and Sciences.
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Abstract
Our understanding of underlying disease biology and the investigation and identification
of potential drug targets has been accelerated with advances in sequencing, bioinformatics and
the “omics” paradigm alongside the generation of new and sensitive research tools such as
RNAi, CRISPR, and many others. In parallel, the ability to capture high resolution structures of
molecules, and generate large chemical and biologic libraries to probe potential drug candidates
has grown considerably. However, current approaches for therapeutic screening often limited in
either molecular diversity, or the ability to assay complex modes of drug-target interaction.
High-throughput screening of large chemical libraries can interrogate varied molecular or
phenotypic outputs from FRET to genetic reporters. However, libraries cannot be combined
without information loss, they must be massively parallelized using plate-based methods,
limiting the number of compounds that can be screened. Nucleotide-encoded chemical or
biologic libraries (such as those used in phage, yeast, ribosome, and mRNA display) can
generate immense libraries of multiple different potential binder types that can mimic the
diversity found in nature. Still, screening of these libraries is often limited to simple binding
assays, which can make it difficult to select for compounds based on their functional properties.
Thus, with current approaches in drug discovery, it can be challenging to find binders against
targets with non-enzymatic or complex functions, or with allosteric or enhancing capabilities.
To overcome some of these limitations and create a “best of both worlds” approach
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screening assay, we have developed Nanoswitch-display, a method incorporating both a
nucleotide encoded nanobody library by mRNA-display, and DNA Nanoswitches, a simple DNA
device that can measure multiplexes of biomolecules that are functionally consequential. Using
the SARS-CoV-2 spike protein and its receptor, ACE2, we first validated our methodology and
constructed a nanobody mRNA-display library compatible with DNA nanoswitches. We
generated and validated high affinity single target binders against the SARS-CoV-2 Beta variant
receptor binding domain of the spike protein. We next used Nanoswitch-display to screen for
nanobodies that directly or allosterically enhanced the spike:ACE2 interaction. Nb1, discovered
from our screen, dramatically increased both the biochemical affinity of the interaction, and
infectivity of spike-pseudovirus in cells. This work shows the potential of a nanoswitch display
assay to generate multi-targeting or functionally specific nanobodies as potential future
therapeutics and opens the
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Biology
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