Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2024 Dec 20;5(4):103356.
doi: 10.1016/j.xpro.2024.103356. Epub 2024 Oct 1.

A protocol for time-resolved transcriptomics through metabolic labeling and combinatorial indexing

Affiliations

A protocol for time-resolved transcriptomics through metabolic labeling and combinatorial indexing

Rory J Maizels et al. STAR Protoc. .

Abstract

The snapshot nature of single-cell transcriptomics presents a challenge for studying the dynamics of gene expression. Metabolic labeling, where nascent RNA is labeled with 4-thiouridine (4sU), captures temporal information at the single-cell level, providing greater insight into expression dynamics. Here, we present an optimized, automation-friendly protocol for the metabolic labeling of RNA alongside single-cell RNA sequencing through combinatorial indexing. We describe steps for 4sU labeling, cell fixation and chemical treatment, and automated two-level combinatorial indexing. For complete details on the use and execution of this protocol, please refer to Maizels et al.1.

Keywords: Cell culture; Developmental biology; Gene Expression; Molecular Biology; Molecular/Chemical Probes; RNAseq; Single Cell.

PubMed Disclaimer

Conflict of interest statement

Declaration of interests R.J.M. is a consultant for Omnipotent Biotechnologies.

Figures

None
Graphical abstract
Figure 1
Figure 1
Overview of combinatorial indexing Cells are distributed into multi-well plates where they receive well-specific barcodes. Each individual barcode is given to multiple cells, but through the sequential incorporation of random barcodes, each individual cell should receive a unique combination of barcodes, providing single-cell resolution. For example, with two rounds of 384 barcodes, there are 147,456 possible barcode combinations, allowing over ten thousand cells to be sequenced per experiment with a ∼6% doublet rate. Reverse transcription is performed in the first plate with barcoded primers, then library preparation is completed in a second plate, with barcoded primers used for PCR amplification.
Figure 2
Figure 2
Examples of BioAnalyzer traces of final library products (A) A suitable BioAnalyzer trace. (B) A BioAnalyzer trace showing primer-dimer contamination (red arrow). (C) A BioAnalyzer trace showing high molecular weight contamination, from overamplification or genomic DNA contamination.
Figure 3
Figure 3
UMIs per barcode/cell, ordering barcodes from highest to lowest UMIs, shown on a log-log scale A sharp elbow shows the transition from real cellular content to ambient RNA, occurring just before the theoretical maximum number of cells, fifty (red dotted line).

References

    1. Maizels R.J., Snell D.M., Briscoe J. Reconstructing developmental trajectories using latent dynamical systems and time-resolved transcriptomics. Cell Syst. 2024;15:411–424.e9. - PubMed
    1. Qiu Q., Hu P., Qiu X., Govek K.W., Cámara P.G., Wu H. Massively parallel and time-resolved RNA sequencing in single cells with scNT-seq. Nat. Methods. 2020;17:991–1001. - PMC - PubMed
    1. Cao J., Zhou W., Steemers F., Trapnell C., Shendure J. Sci-fate characterizes the dynamics of gene expression in single cells. Nat. Biotechnol. 2020;38:980–988. - PMC - PubMed
    1. Hafner M., Landthaler M., Burger L., Khorshid M., Hausser J., Berninger P., Rothballer A., Ascano M., Jungkamp A.C., Munschauer M., et al. Transcriptome-wide Identification of RNA-Binding Protein and MicroRNA Target Sites by PAR-CLIP. Cell. 2010;141:129–141. - PMC - PubMed
    1. Herzog V.A., Reichholf B., Neumann T., Rescheneder P., Bhat P., Burkard T.R., Wlotzka W., von Haeseler A., Zuber J., Ameres S.L. Thiol-linked alkylation of RNA to assess expression dynamics. Nat. Methods. 2017;14:1198–1204. - PMC - PubMed

Publication types