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1.
BMC Genomics ; 21(1): 456, 2020 Jul 02.
Article in English | MEDLINE | ID: mdl-32616006

ABSTRACT

BACKGROUND: The increasing demand of single-cell RNA-sequencing (scRNA-seq) experiments, such as the number of experiments and cells queried per experiment, necessitates higher sequencing depth coupled to high data quality. New high-throughput sequencers, such as the Illumina NovaSeq 6000, enables this demand to be filled in a cost-effective manner. However, current scRNA-seq library designs present compatibility challenges with newer sequencing technologies, such as index-hopping, and their ability to generate high quality data has yet to be systematically evaluated. RESULTS: Here, we engineered a dual-indexed library structure, called TruDrop, on top of the inDrop scRNA-seq platform to solve these compatibility challenges, such that TruDrop libraries and standard Illumina libraries can be sequenced alongside each other on the NovaSeq. On scRNA-seq libraries, we implemented a previously-documented countermeasure to the well-described problem of index-hopping, demonstrated significant improvements in base-calling accuracy on the NovaSeq, and provided an example of multiplexing twenty-four scRNA-seq libraries simultaneously. We showed favorable comparisons in transcriptional diversity of TruDrop compared with prior inDrop libraries. CONCLUSIONS: Our approach enables cost-effective, high throughput generation of sequencing data with high quality, which should enable more routine use of scRNA-seq technologies.


Subject(s)
High-Throughput Nucleotide Sequencing , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods , Animals , Humans , Mice , Sequence Alignment , Sequence Analysis, RNA/standards , Single-Cell Analysis/standards
2.
Nat Chem Biol ; 13(3): 295-301, 2017 03.
Article in English | MEDLINE | ID: mdl-28092358

ABSTRACT

Allosteric RNA devices are increasingly being viewed as important tools capable of monitoring enzyme evolution, optimizing engineered metabolic pathways, facilitating gene discovery and regulators of nucleic acid-based therapeutics. A key bottleneck in the development of these platforms is the availability of small-molecule-binding RNA aptamers that robustly function in the cellular environment. Although aptamers can be raised against nearly any desired target through in vitro selection, many cannot easily be integrated into devices or do not reliably function in a cellular context. Here, we describe a new approach using secondary- and tertiary-structural scaffolds derived from biologically active riboswitches and small ribozymes. When applied to the neurotransmitter precursors 5-hydroxytryptophan and 3,4-dihydroxyphenylalanine, this approach yielded easily identifiable and characterizable aptamers predisposed for coupling to readout domains to allow engineering of nucleic acid-sensory devices that function in vitro and in the cellular context.


Subject(s)
5-Hydroxytryptophan/chemistry , Aptamers, Nucleotide/chemistry , Biosensing Techniques , Dihydroxyphenylalanine/chemistry , RNA, Catalytic/chemistry , Riboswitch , Small Molecule Libraries/chemistry , Escherichia coli/metabolism , Nucleic Acid Conformation , RNA, Catalytic/metabolism
3.
Biochim Biophys Acta ; 1839(10): 919-930, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24590258

ABSTRACT

Over the past decade the purine riboswitch, and in particular its nucleobase-binding aptamer domain, has emerged as an important model system for exploring various aspects of RNA structure and function. Its relatively small size, structural simplicity and readily observable activity enable application of a wide variety of experimental approaches towards the study of this RNA. These analyses have yielded important insights into small molecule recognition, co-transcriptional folding and secondary structural switching, and conformational dynamics that serve as a paradigm for other RNAs. In this article, the current state of understanding of the purine riboswitch family and how this growing knowledge base is starting to be exploited in the creation of novel RNA devices are examined. This article is part of a Special Issue entitled: Riboswitches.

4.
J Mol Biol ; 423(1): 17-33, 2012 Oct 12.
Article in English | MEDLINE | ID: mdl-22771573

ABSTRACT

A prevalent means of regulating gene expression in bacteria is by riboswitches found within mRNA leader sequences. Like protein repressors, these RNA elements must bind an effector molecule with high specificity against a background of other cellular metabolites of similar chemical structure to elicit the appropriate regulatory response. Current crystal structures of the lysine riboswitch do not provide a complete understanding of selectivity as recognition is substantially mediated through main-chain atoms of the amino acid. Using a directed set of lysine analogs and other amino acids, we have determined the relative contributions of the polar functional groups to binding affinity and the regulatory response. Our results reveal that the lysine riboswitch has >1000-fold specificity for lysine over other amino acids. The aptamer is highly sensitive to the precise placement of the ε-amino group and relatively tolerant of alterations to the main-chain functional groups in order to achieve this specificity. At low nucleotide triphosphate (NTP) concentrations, we observe good agreement between the half-maximal regulatory activity (T(50)) and the affinity of the receptor for lysine (K(d)), as well as many of its analogs. However, above 400 µM [NTP], the concentration of lysine required to elicit transcription termination rises, moving into the riboswitch into a kinetic control regime. These data demonstrate that, under physiologically relevant conditions, riboswitches can integrate both effector and NTP concentrations to generate a regulatory response appropriate for global metabolic state of the cell.


Subject(s)
5' Untranslated Regions , Gene Expression Regulation, Bacterial , Lysine/metabolism , Riboswitch , Transcription, Genetic , Binding Sites , Crystallography, X-Ray , Models, Molecular , Nucleic Acid Conformation
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