Evidence map›Paper›PMID 41223332›Full record

ArticleCancer research2026

Dynamic and Ongoing De Novo L1 Retrotransposition Contributes to Genome Plasticity and Intrapatient Heterogeneity in Ovarian Cancer.

Barun Pradhan, Jaana Oikkonen, Kaiyang Zhang, Juan Manuel Botto, Minna R Eriksson, Srividhya Sundaresan, Fatih Genç, Thomas R Pisanic, Matías Marín Falco, Yilin Li and 14 more

Abstract read
In one paragraph

Article in Cancer research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

3 citing papers in PubMed.

  1. Review
  2. The Dynamic Alliance of p53 and Metabolism in the Tumor Microenvironment Shapes Tumor Evolution.BioEssays : news and reviews in molecular, cellular and developmental biology · 2026
    Review
  3. Review
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

24 authors.

Barun PradhanResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0001-6016-4443
Jaana Oikkonen *Research Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-1063-2736
Kaiyang Zhang *Department of Pathology, University of Helsinki and HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland.ORCID 0000-0002-0470-9581
Juan Manuel BottoQueensland Brain Institute, University of Queensland, Brisbane, Australia.ORCID 0009-0007-8409-2203
Minna R ErikssonResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0009-0001-4168-9911
Srividhya SundaresanResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0009-0000-6984-1332
Fatih GençResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0001-5723-579X
Thomas R PisanicJohns Hopkins Institute for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0001-5796-0836
Matías Marín FalcoResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-6813-0050
Yilin LiResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-3268-1969
Sanna PikkusaariResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-2966-0446
Kari LavikkaResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-4163-4945
Giulia MicoliResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0009-0003-9541-8177
Giovanni MarchiResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0001-9513-1123
Taru A MuranenResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-5895-1808
Kaisa HuhtinenCancer Research Unit, Institute of Biomedicine and FICAN West Cancer Centre, University of Turku, Turku, Finland.ORCID 0000-0001-9685-5246
Anna VähärautioResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0003-4721-3954
Richard BadgeDepartment of Genetics, Genomics and Cancer Sciences, University of Leicester, Leicester, United Kingdom.ORCID 0000-0003-3201-336X
Kathleen H BurnsDana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0003-1620-3761
Sakari HietanenDepartment of Obstetrics and Gynecology, University of Turku and Turku University Hospital, Turku, Finland.ORCID 0000-0003-4734-4743
Johanna HynninenDepartment of Obstetrics and Gynecology, University of Turku and Turku University Hospital, Turku, Finland.ORCID 0000-0002-0854-7225
Geoffrey J FaulknerMater Research Institute - University of Queensland, Brisbane, Australia.ORCID 0000-0001-5769-4494
Sampsa HautaniemiResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-7749-2694
Liisa KauppiResearch Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-6759-8997

Funding

Horizon 2020 Framework Programme (H2020) 965193National Health and Medical Research Council (NHMRC) GNT1173711Research Council of Finland (AKA) 322178
6 · The paper itself

Abstract

Long interspersed element-1 (L1) retrotransposons are the only protein-coding active transposable elements in the human genome. Although typically silenced in normal cells, they are highly expressed in many human epithelial cancers, including high-grade serous ovarian cancer (HGSC), and can integrate into the genome through retrotransposition. De novo L1 insertions are known to contribute to genomic instability and cancer evolution in epithelial malignancies, including HGSC, suggesting that they might also play a role in intrapatient tumor heterogeneity. In this study, we quantified de novo L1 insertions in clinical HGSC specimens and uncovered high heterogeneity in total L1 insertion events (L1 burden) between patients. HGSC tumors with high L1 burden were highly proliferative, whereas tumors with low or no L1 insertions showed enrichment of immune response and cell death pathways. Although the overall L1 burden was similar across different tumor sites within the same patient, the specific L1 insertions (L1 profiles) diverged significantly more than their single-nucleotide variants profiles. Taken together, these findings demonstrate that L1 activity and retrotransposition are highly dynamic in vivo and can contribute substantially to tumor genome plasticity, especially at late stages of cancer progression. The patient-specific propensity of acquiring L1 insertions (L1 burden) could be driven by molecular properties of the progenitor tumor. Retrotransposition-associated DNA damage and/or replication stress could be a potential molecular vulnerability for precision cancer medicine approaches. SIGNIFICANCE: L1 retrotransposition is a dynamic process that continues at late stages of high-grade serous ovarian cancer and can substantially contribute to intrapatient tumor heterogeneity.

Indexed as

Cystadenocarcinoma, SerousGenetic HeterogeneityGenome, HumanLong Interspersed Nucleotide ElementsOvarian NeoplasmsFemaleGenomic InstabilityHumans

Identifiers

PMID41223332
PMCPMC13055634

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Registered trials

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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.