ArticleCell2019
A Compendium of Mutational Signatures of Environmental Agents.
Article in Cell, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06717295 (The CCANED-CIPHER Study), which is not on this map. Cited by 430 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
The CCANED-CIPHER Study: Early Cancer Detection and Treatment Response Monitoring Using AI-Based Platelet and Immune Cell Transcriptomic Profiling
Who cites it
430 citing papers in PubMed, 2 syntheses or guidelines pooled it, 677 citations in OpenAlex.
- Efficacy of PD-1/PD-L1 plus CTLA-4 inhibitors in advanced/metastatic NSCLC: a meta-analysis based on RCTs.Frontiers in immunology · 2026Pooled it
- Efficacy of neoadjuvant PD-1/PD-L1 inhibitor in resectable NSCLC: a meta-analysis based on randomized controlled trials.BMC cancer · 2024Pooled it
- Evaluation of Mutation Risk Using Patient-Derived Organoids in Patients With Lynch Syndrome.International journal of cancer · 2026Article
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- Protocol for cyclic DNA-damaging treatments to generate high mutational burden in the human A549 cell line.STAR protocols · 2026Article
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- XRCC1 deficiency drives telomeric chromatin leakage, inflammatory signalling and senescence.Redox biology · 2026Article
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- Excess folate elevates formaldehyde genotoxicity in cell lines but not in mice or humans.EMBO molecular medicine · 2026Article
- Aristolochic Acid and Alternative Lengthening of Telomeres Mechanisms Underlie Liver Angiosarcoma Pathogenesis.Liver cancer · 2026Article
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- The Evolution of Polyclonal Competition in Aging Hematopoiesis.Cancer discovery · 2026Article
- Deep molecular profiling of lung neuroendocrine tumours and supra-carcinoids.Molecular cancer · 2026Article
- Genome-scale molecular profiling from routine histopathology with a multimodal pathology foundation model.Research square · 2026Article
- Chemically induced skin tumors arise from long-lived stem cells of the upper hair follicle.Science (New York, N.Y.) · 2026Article
- Therapy-Related Mutational Signatures in Subsequent Neoplasms among Survivors of Childhood Cancer.Cancer discovery · 2026Article
- The role of cytotoxicity in the process of carcinogenesis.Archives of toxicology · 2026Article
- Arsenic exposure and skin cancer: Mechanisms, clinical evidence and public health implications (Review).International journal of molecular medicine · 2026Review
370 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors at 4 institutions in 1 country.
Funding
Abstract
Whole-genome-sequencing (WGS) of human tumors has revealed distinct mutation patterns that hint at the causative origins of cancer. We examined mutational signatures in 324 WGS human-induced pluripotent stem cells exposed to 79 known or suspected environmental carcinogens. Forty-one yielded characteristic substitution mutational signatures. Some were similar to signatures found in human tumors. Additionally, six agents produced double-substitution signatures and eight produced indel signatures. Investigating mutation asymmetries across genome topography revealed fully functional mismatch and transcription-coupled repair pathways. DNA damage induced by environmental mutagens can be resolved by disparate repair and/or replicative pathways, resulting in an assortment of signature outcomes even for a single agent. This compendium of experimentally induced mutational signatures permits further exploration of roles of environmental agents in cancer etiology and underscores how human stem cell DNA is directly vulnerable to environmental agents. VIDEO ABSTRACT.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.