Journal of Biological ChemistryGenomicsPeer-reviewed journal article
Development of a Novel Single Cell Multiomics Approach for Simultaneous Analysis of Replication Timing and Gene Expression
Abstract
Replication timing (RT) allows us to analyze temporal patterns of genome-wide replication, i.e., if genes replicate early or late during the S-phase of the cell cycle. RT has been linked to gene expression in normal and diseased acute and chronic states such as cancer. However, studies done to date focused on bulk cell populations that required tens of thousands of cells for RT analysis. Here, we developed an affordable novel single cell (sc)-multiomics approach to simultaneously analyze RT and gene expression from cells or nuclei. We used this approach to generate sc-RT profiles and sc-gene expression data from the well-established human liver cancer cell line, HepG2. We demonstrated that as few as 17 mid S-phase cells were sufficient to produce cell-type specific pseudo bulk RT profiles that had a high correlation to previously published HepG2 bulk RT profiles. The sc-RT profiles allowed us to visualize how individual cells progressed through genome replication. We were also able to demonstrate high-resolution correlations between RT and gene expression within each individual cell, which to our knowledge, has not been reported. We observed trends that were conserved between individual cells, as well as cell-to-cell variations, which were not possible to detect with the bulk RT studies.
- Citations
- 0
- FWCI
- 0.00
- Field percentile
- 13th percentile
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
- Kronos scRT: a uniform framework for single-cell replication timing analysis
Stefano Gnan, Joseph M. Josephides, … Chun-Long Chen·Nature CommunicationsPeer-reviewed·Apr 28, 2022
- Novel Single-Cell Multiomics Approach to Analyze Replication Timingand Gene Expression in Mouse Preimplantation Embryos
Anala V. Shetty, Clifford J. Steer, Walter C. Low·Communications BiologyPeer-reviewed·Aug 19, 2025
- Optimized Repli-seq: Improved DNA Replication Timing Analysis by Next-Generation Sequencing
Juan Carlos Rivera‐Mulia, Claudia Trevilla‐García, Santiago Martinez-Cifuentes·Chromosome ResearchPeer-reviewed·Jul 4, 2022
- PARTAGE: Parallel analysis of replication timing and gene expression
Lakshana Sruthi Sadu Murari, Quinn Dickinson, … Juan Carlos Rivera‐Mulia·bioRxiv·Sep 2, 2025
- Repli-seq: genome-wide analysis of replication timing by next-generation sequencing
Claire Marchal, Takayo Sasaki, … David M. Gilbert·Nature ProtocolsPeer-reviewed·Mar 29, 2018
- Characterizing and inferring quantitative cell cycle phase in single-cell RNA-seq data analysis
Chiaowen Joyce Hsiao, Po‐Yuan Tung, … Yoav Gilad·Genome ResearchPeer-reviewed·Apr 1, 2020