Evidence map›Paper›PMID 41957609›Full record

ArticleGenome medicine2026

Co-occurrence of transcriptionally distinct persister cell states underpins neoadjuvant therapy resistance in triple‑negative breast cancer.

Yu Zhang, Fatemeh Ahmadi Moughari, Ioanna Mavrommati, Nora J Doleschall, Kate Moore, Gareth Muirhead, Ram Rajaram Srinivasan, Ping Gong, Jonathan T Lei, Amy Fleming and 9 more

Abstract read
In one paragraph

Article in Genome medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from 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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors.

Yu ZhangBreast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.
Fatemeh Ahmadi MoughariBreast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.
Ioanna Mavrommati *Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.
Nora J Doleschall *Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.
Kate Moore *Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.
Gareth Muirhead *Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.
Ram Rajaram SrinivasanLester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, United States.
Ping GongLester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, United States.
Jonathan T LeiLester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, United States.
Amy FlemingBreast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.
Hwei Minn KhooBreast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.
Naomi GuppyBreast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.
Gabrielle ElshteinBreast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.
Mohammed InayatullahInstitute for Molecular Medicine, University of Southern Denmark, Odense, Denmark.
Vijay K TiwariInstitute for Molecular Medicine, University of Southern Denmark, Odense, Denmark.
Lacey E DobroleckiLester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, United States.
Michael T LewisLester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, United States.
Syed HaiderBreast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK. syed.haider@icr.ac.uk.
Rachael NatrajanBreast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK. rachael.natrajan@icr.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAlthough the addition of neoadjuvant immune checkpoint blockade to chemotherapy has improved patient outcome in early triple‑negative breast cancer (TNBC), some patients continue to have poor disease outcomes.

methodsTo characterise neoadjuvant chemotherapy (NAC) resistant cell populations that persist post-NAC, we created a high-resolution single-cell atlas of 129,433 cells from fourteen TNBC patient-derived xenograft (PDX) models with residual disease post-NAC. We identified transcriptionally distinct cancer subpopulations or cell states using unsupervised clustering and characterised‑ their regulatory network as well as clinical associations with treatment response, metastatic progression and survival. Findings were validated using multiple independent TNBC cohorts.

resultsFour major transcriptionally distinct cancer cell states were identified that were shared across the PDX models. These cell states were characterised by enrichment of developmental, hypoxia, interferon signalling, chromosomal instability, and DNA-damage pathways. Hypoxia and interferon signalling cell states shared transcriptional features of drug-tolerant persister cells. Hypoxia cell states contained both cycling and non-cycling cells and were not associated with mutation status. Extensive validation in TNBC patient cohorts confirmed that dysregulated pathways enriched in residual disease were pre-existing in chemotherapy-naïve patients, maintained in distant metastases and were both prognostic and predictive of treatment response. In vitro functional validation highlighted that inhibition of the lysine demethylase KDM5B suppressed the emergence of drug‑tolerant persister cells.

conclusionsNeoadjuvant therapy selects for epigenetically regulated, hypoxia-related cycling and non-cycling drug‑tolerant persister cells in TNBC. These cell states are maintained in metastatic disease and are prognostic/predictive of therapy response.

Indexed as

Drug Resistance, NeoplasmNeoadjuvant TherapyTriple Negative Breast NeoplasmsAnimalsCell Line, TumorFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMiceDrug-tolerant persister cellsHypoxiaKDM5BNeoadjuvant chemotherapy resistanceResidual diseaseSingle-cell transcriptomicsTriple-negative breast cancer

Identifiers

PMID41957609
PMCPMC13173903

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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.