The DOI matches its Crossref record; 36 of the 37 references it cites were found in a registry or an index.
Landscape of G-quadruplex DNA structural regions in breast cancer
Open accessAbstract
Response and resistance to anticancer therapies vary due to intertumor and intratumor heterogeneity 1. Here, we map differentially enriched G-quadruplex (G4) DNA structure-forming regions (∆G4Rs) in 22 breast cancer patient-derived tumor xenograft (PDTX) models. ∆G4Rs are associated with the promoters of highly amplified genes showing high expression, and with somatic single-nucleotide variants. Differences in ΔG4R landscapes reveal seven transcription factor programs across PDTXs. ∆G4R abundance and locations stratify PDTXs into at least three G4-based subtypes. ∆G4Rs in most PDTXs (14 of 22) were found to associate with more than one breast cancer subtype, which we also call an integrative cluster (IC)2. This suggests the frequent coexistence of multiple breast cancer states within a PDTX model, the majority of which display aggressive triple-negative IC10 gene activity. Short-term cultures of PDTX models with increased ∆G4R levels are more sensitive to small molecules targeting G4 DNA. Thus, G4 landscapes reveal additional IC-related intratumor heterogeneity in PDTX biopsies, improving breast cancer stratification and potentially identifying new treatment strategies.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The cited source says what the claim attributes to it.
In the citing paper
“as a recent study revealed G4-associated intratumor heterogeneity in breast cancer patient-derived tumor xenografts beyond current classifications (90).”
From G-quadruplex-mediated genomic instability drives SNVs in cancer (2024) · cites this paper as [90]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Robinson, M. D., McCarthy, D. J., & Smyth, G. K. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btp616 · Cited by 41,364
The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups
METABRIC Group, Curtis, C., Shah, S. P., Chin, S.-F., Turashvili, G., Rueda, O. M., Dunning, M. J., Speed, D., Lynch, A. G., Samarajiwa, S., et al. (2012) · Nature · doi:10.1038/nature10983 · Cited by 6,097
Self-citationQuantitative visualization of DNA G-quadruplex structures in human cells
Biffi, G., Tannahill, D., McCafferty, J., & Balasubramanian, S. (2013) · Nature Chemistry · doi:10.1038/nchem.1548 · Cited by 2,173
Self-citationPereira, B., Chin, S., Rueda, O. M., Vollan, H. K. M., Provenzano, E., Bardwell, H. A., Pugh, M., Jones, L. R., Russell, R., Sammut, S., et al. (2016) · Nature Communications · doi:10.1038/ncomms11479 · Cited by 1,752
Self-citationPioneer transcription factors: establishing competence for gene expression
Zaret, K. S., & Carroll, J. S. (2011) · Genes & Development · doi:10.1101/gad.176826.111 · Cited by 1,589
G-quadruplexes and their regulatory roles in biology
Rhodes, D., & Lipps, H. J. (2015) · Nucleic Acids Research · doi:10.1093/nar/gkv862 · Cited by 1,537
Epigenetic plasticity and the hallmarks of cancer
Flavahan, W. A., Gaskell, E., & Bernstein, B. E. (2017) · Science · doi:10.1126/science.aal2380 · Cited by 1,340
The regulation and functions of DNA and RNA G-quadruplexes
Varshney, D., Spiegel, J., Zyner, K. G., Tannahill, D., & Balasubramanian, S. (2020) · Nature Reviews Molecular Cell Biology · doi:10.1038/s41580-020-0236-x · Cited by 1,292
Self-citationHigh-throughput sequencing of DNA G-quadruplex structures in the human genome
Chambers, V. S., Marsico, G., Boutell, J. M., Antonio, M. D., Smith, G. P., & Balasubramanian, S. (2015) · Nature Biotechnology · doi:10.1038/nbt.3295 · Cited by 1,261
Self-citationG-quadruplex structures mark human regulatory chromatin
Hänsel-Hertsch, R., Beraldi, D., Lensing, S. V., Marsico, G., Zyner, K., Parry, A., Di Antonio, M., Pike, J., Kimura, H., Narita, M., et al. (2016) · Nature Genetics · doi:10.1038/ng.3662 · Cited by 964
Self-citation
Research works printed but not linked: 1
- Li, H. Aligning sequence reads, clone sequences and assembly contigs with BWA-MEM. Preprint at https://arxiv.org/abs/1303.3997 (2013). · arXiv
Cited by
Sorted by citations
Items 201–226 of 226
Additional file 1 of G-quadruplexes are transcription factor binding hubs in human chromatin
Spiegel, J., Cuesta, S. M., Adhikari, S., Hänsel‐Hertsch, R., Tannahill, D., & Balasubramanian, S. (2021) · Figshare · doi:10.6084/m9.figshare.14478419
Self-citationShen, J., Varshney, D., Simeone, A., Zhang, X., Adhikari, S., Tannahill, D., & Balasubramanian, S. (2021) · Figshare · doi:10.6084/m9.figshare.14559013
Self-citationFlynn, S. M., Dhir, S., Herka, K., Doyle, C., Melidis, L., Simeone, A., Hui, W. W. I., Tavares, R. D. C. A., Schoenfelder, S., Tannahill, D., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26945556
Self-citationFlynn, S. M., Dhir, S., Herka, K., Doyle, C., Melidis, L., Simeone, A., Hui, W. W. I., Tavares, R. D. C. A., Schoenfelder, S., Tannahill, D., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26945568
Self-citationFlynn, S. M., Dhir, S., Herka, K., Doyle, C., Melidis, L., Simeone, A., Hui, W. W. I., Tavares, R. D. C. A., Schoenfelder, S., Tannahill, D., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26945565
Self-citationAdditional file 8 of G-quadruplexes are transcription factor binding hubs in human chromatin
Spiegel, J., Cuesta, S. M., Adhikari, S., Hänsel‐Hertsch, R., Tannahill, D., & Balasubramanian, S. (2021) · Figshare · doi:10.6084/m9.figshare.14478440
Self-citationShen, J., Varshney, D., Simeone, A., Zhang, X., Adhikari, S., Tannahill, D., & Balasubramanian, S. (2021) · Figshare · doi:10.6084/m9.figshare.14559016
Self-citationFlynn, S. M., Dhir, S., Herka, K., Doyle, C., Melidis, L., Simeone, A., Hui, W. W. I., Tavares, R. D. C. A., Schoenfelder, S., Tannahill, D., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26945562
Self-citationFunction-Driven Molecular Design Enabled by Instruction-Tuned Large Language ModelsPreprint
Yang, Q., Wang, X., Wang, Y., Zhu, R., Li, H., Wu, X., Zhang, X., Zhou, M., Pu, H., Cai, K., et al. (2026) · Research Square · doi:10.21203/rs.3.rs-8819034/v1
Self-citationKarbassi, S., Nikolova, T., Pfeiffer, D., Nakkeeran, S., Anand, R., Frappart, P., Kuhlen, M., & Hofmann, T. G. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.03.24.714005
Tuning the Selectivity of Ruthenium‐Based Luminescent G‐Quadruplex Probe by Triphenylamine Groups
Liu, X., Ma, L., Hu, X., Chen, Y., & Zhang, S. (2026) · Applied Organometallic Chemistry · doi:10.1002/aoc.70569
Chen, Y.-L., Mohapatra, B. C., Pramanik, S., Tarpley, M. W., Kalluchi, A., Ray, S., Hewitt, K., Rowley, M. J., Band, V., & Bhakat, K. (2026) · Nucleic Acids Research · doi:10.1093/nar/gkag284 · Cited by 1
Rocher, V. (2021) · theses.fr (ABES) · doi:10.70675/217850a9z3e46z4daazadc6zb1bce2ccfe54
The UV potentiated mutational signature of clinical stage G-quadruplex binder CX5461Preprint
Zaikova, E., Yap, D., Sarvar, A., Hafezi, A., Tan, J., Cerda, V., Li, K., Lai, D., Gelmon, K. A., Hilton, J. F., et al. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.04.10.717570
Natural G-Quadruplex Stabilizers: A Targeted Strategy for Breast Cancer Therapy
Cao, C.-J., Lv, C.-X., & El-Far, A. (2026) · Drug Design, Development and Therapy · doi:10.2147/dddt.s611085
Human REV1 interacts with DHX36 to promote replication and tolerance of G-quadruplex DNA
Ketkar, A., Paxton, B. C., Zúñiga, O., Sewilam, R. S., Morales, M., Schaller, J., McCollum, R., Jackson, K. E., Lowran, K., Paul, A., et al. (2026) · Nucleic Acids Research · doi:10.1093/nar/gkag562
Characterization of the Interaction of Known G‐quadruplex Ligands With a Minimal i‐Motif Structure
Auricchio, D., Trajkovski, M., Plavec, J., & Sissi, C. (2026) · Chemistry - A European Journal · doi:10.1002/chem.71320
Monti, L., Firth, G., Faria, J. R. C., Kelly, J. M., Flint, G., Galli, S., Maher, T. E., Aye, H. M., & di Antonio, M. (2025) · bioRxiv · doi:10.1093/nar/gkag637 · Cited by 1
Recognition of multimolecular G-quadruplex regulates phase separation of cockayne syndrome B
Antariksa, N. F., Stasi, M., & Antonio, M. D. (2026) · Nucleic Acids Research · doi:10.1093/nar/gkag708
Curcio, A., Grillone, K., Rocca, R., Vocaturo, M., Marzano, S., Squillacioti, S., Porzio, A. D., Gaetano, M., Pagano, B., Tassone, P., et al. (2026) · Journal of Medicinal Chemistry · doi:10.1021/acs.jmedchem.6c01160
Function-preserving photooxidation of AS1411 aptamer by a G-quadruplex-guided photosensitizer
Cottini, M. V., Saczuk, K., Trojnar, J., López‐Pacios, L., Sánchez, D. P., David, A. H. G., Obi, I., Sabouri, N., Pérez, J. J. N., Dudek, M., et al. (2026) · Chemical Science · doi:10.1039/d6sc06144c
Lyu, B., Gao, X.-Y., Anderson, D., Stanley, D., & Song, Q.-S. (2026) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.2612352123
Wei, D., Chen, Y., Xu, J., & Zhu, G. (2026) · Journal of the American Chemical Society · doi:10.1021/jacs.6c16762
FAIRsharing record for: Endogenous G-quadruplex Database
FAIRsharing Team, et al. (2024) · FAIRsharing.org · doi:10.25504/fairsharing.ae0e37
Metadata
- Authors
- Hänsel-Hertsch, R., Simeone, A., Shea, A., Hui, W. W. I., Zyner, K. G., Marsico, G., Rueda, O. M., Bruna, A., Martin, A., Zhang, X., Adhikari, S., Tannahill, D., Caldas, C., & Balasubramanian, S.
- Affiliations
- University of Cambridge (GB)
- Institute of Cancer Research (GB)
- Corresponding author
- Balasubramanian, Shankar
- ORCID
- Venue
- Nature Genetics
- Published
- 2020-08-03
- Volume
- 52
- Issue
- 9
- Pages
- 878-883
- ISSN
- 1061-4036 (ISSN-L)
- 1546-1718
- OpenAlex
- W3047068833
- Cited by
- 223
- References
- 37
- Citations by year
- 2026: 24 · 2025: 35 · 2024: 42 · 2023: 39 · 2022: 27 · 2021: 48 · 2020: 8
- FWCI
- 9.97
- Type
- journal article
- Language
- en
- Open access
- Locations
- Nature Genetics (publishedVersion)
- PubMed (publishedVersion)
- Kölner Universitäts PublikationsServer (Universität zu Köln) (publishedVersion)
- Apollo (University of Cambridge) (submittedVersion)
- Apollo
- Funders
- Cancer Research UK (C9681/A18618, C9681/A29214, C14303/A17197)
- Wellcome Trust (209441/z/17/z)
- University of Cologne | Center for Molecular Medicine Cologne, University of Cologne (2635020301)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › DNA and Nucleic Acid Chemistry
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Keywords
- G-quadruplex, breast cancer, patient-derived xenografts, intratumoral heterogeneity, triple-negative breast cancer, gene amplification, somatic single nucleotide variants, tumor stratification, drug sensitivity
- MeSH terms
- Breast Neoplasms, DNA, Female, Gene Expression Regulation, Humans, Promoter Regions, Genetic, Transcription Factors, G-Quadruplexes
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review