Quantifying replication stress in cancer without proliferation confounding
Philipp Jungk, Maik Kschischo

TL;DR
This paper introduces a new method to measure replication stress in cancer without the influence of cell growth factors, revealing its connection to DNA repair pathways.
Contribution
A novel gene expression signature that quantifies replication stress independently of proliferation and oncogene activity.
Findings
The tumorigenic RS signature (TRSS) enables accurate RS measurement across diverse cellular contexts.
MSH2 and MSH6 are linked to elevated replication stress and a shift toward NHEJ-mediated repair.
The study reveals a broader impact of replication stress on DNA repair network dynamics.
Abstract
Replication stress (RS) is a major driver of genomic instability and cancer development through impaired DNA replication that can lead to chromosomal instability (CIN). Although RS is mechanistically linked to CIN, its relationship with cellular proliferation is complex. Depending on the context, RS can either promote or suppress cell growth. Existing RS gene expression signatures overlook this complexity, relying on the overexpression of oncogenes such as MYC, which introduces a proliferation bias. To disentangle genuine RS from confounding cell cycle and proliferation transcriptional profiles, we developed and validated a novel gene expression signature that accurately predicts RS independently of oncogene activity. This tumorigenic RS signature (TRSS) captures RS-related transcriptional changes across diverse cellular contexts, enabling a more robust and proliferation-independent…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4
Figure 5Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsGenetic factors in colorectal cancer · DNA Repair Mechanisms · Epigenetics and DNA Methylation
