Molecular spikes: a gold standard for single-cell RNA counting
Christoph ZiegenhainiD, Gert‐Jan HendriksiD, Michael Hagemann-JenseniD, Rickard SandbergiD
Abstract
Molecule counting is central to single-cell sequencing, yet no experimental strategy to evaluate counting performance exists. Here, we introduce molecular spikes, novel RNA spike-ins containing inbuilt unique molecular identifiers that we use to identify critical experimental and computational conditions for accurate RNA counting across single-cell RNA-sequencing methods. The molecular spikes are a new gold standard that can be widely used to validate RNA counting in single cells.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 45
- FWCI
- 3.10
- Field percentile
- top 6%
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Power Analysis of Single Cell RNA‐Sequencing Experiments
Valentine Svensson, Kedar N Natarajan, … Sarah A Teichmann·bioRxiv·Sep 8, 2016
- Assessing The Reliability Of Spike-In Normalization For Analyses Of Single-Cell RNA Sequencing Data
Aaron T. L. Lun, Fernando J. Calero‐Nieto, … John C. Marioni·Genome ResearchPeer-reviewed·Nov 1, 2017
- Assessment of single cell RNA-seq normalization methods
Bo Ding, Lina Zheng, Wei Wang·bioRxiv·Jul 17, 2016
- Accurate estimation of molecular counts in droplet-based single-cell RNA-seq experiments
Viktor Petukhov, Jimin Guo, … Peter V. Kharchenko·Genome biologyPeer-reviewed·Jun 19, 2018
- BEARscc determines robustness of single-cell clusters using simulated technical replicates
David Tyler Severson, Richard Peter Owen, … Benjamin Schuster‐Böckler·Nature CommunicationsPeer-reviewed·Mar 22, 2018
- Quantile normalization of single-cell RNA-seq read counts without unique molecular identifiers
F. William Townes, Rafael A. Irizarry·Genome biologyPeer-reviewed·Jul 3, 2020