Lost in space: what single-cell RNA sequencing cannot tell you

Kelvin Adema, Michael A. Schon, Michael D. Nodine, Wouter Kohlen*

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

Abstract

Plant scientists are rapidly integrating single-cell RNA sequencing (scRNA-seq) into their workflows. Maximizing the potential of scRNA-seq requires a proper understanding of the spatiotemporal context of cells. However, positional information is inherently lost during scRNA-seq, limiting its potential to characterize complex biological systems. In this review we highlight how current single-cell analysis pipelines cannot completely recover spatial information, which confounds biological interpretation. Various strategies exist to identify the location of RNA, from classical RNA in situ hybridization to spatial transcriptomics. Herein we discuss the possibility of utilizing this spatial information to supervise single-cell analyses. An integrative approach will maximize the potential of each technology, and lead to insights which go beyond the capability of each individual technology.

Original languageEnglish
Pages (from-to)1018-1028
JournalTrends in Plant Science
Volume29
Issue number9
Early online date2 Apr 2024
DOIs
Publication statusPublished - 2024

Keywords

  • cellular ontogeny
  • dimension reduction
  • RNA-seq
  • single-cell
  • spatial transcriptomics

Fingerprint

Dive into the research topics of 'Lost in space: what single-cell RNA sequencing cannot tell you'. Together they form a unique fingerprint.

Cite this