Evidence map›Paper›PMID 42145025›Full record

ArticleActa oncologica (Stockholm, Sweden)2026

Exploring the somatic mutational landscape of ovarian cancer in Estonia.

Mikk Tooming, Kadri Rekker, Kadri Toome, Laura Roht, Piret Laidre, Olga Fjodorova, Ustina Šamarina, Sander Pajusalu, Mihkel Ilisson, Pilleriin Peets and 10 more

Abstract read
In one paragraph

Article in Acta oncologica (Stockholm, Sweden), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

20 authors.

Mikk ToomingDepartment of Genetics and Personalized Medicine, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia; Department of Laboratory Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia. mikk.tooming@kliinikum.ee.ORCID 0000-0002-5201-4426
Kadri RekkerDepartment of Laboratory Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia.ORCID 0009-0001-4548-5756
Kadri ToomeDepartment of Laboratory Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia.ORCID 0009-0007-5206-5737
Laura RohtDepartment of Clinical Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia.ORCID 0000-0002-5727-6759
Piret LaidreDepartment of Clinical Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia.
Olga FjodorovaDepartment of Laboratory Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia.ORCID 0009-0006-6276-9239
Ustina ŠamarinaDepartment of Laboratory Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia.ORCID 0009-0008-7493-5112
Sander PajusaluDepartment of Genetics and Personalized Medicine, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia; Department of Laboratory Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia.ORCID 0000-0002-5435-0781
Mihkel IlissonDepartment of Genetics and Personalized Medicine, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia; Department of Laboratory Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia.ORCID 0000-0002-2228-9701
Pilleriin PeetsChair of Analytical Chemistry, Institute of Chemistry, University of Tartu, Tartu, Estonia.ORCID 0000-0002-7095-661X
Tõnu JõgiHaematology and Oncology Clinic, Tartu University Hospital, Tartu, Estonia.
Karin KlaupHaematology and Oncology Clinic, Tartu University Hospital, Tartu, Estonia.
Kristiina OjamaaOncology and Haematology Clinic, North Estonian Medical Center, Tallinn, Estonia.ORCID 0000-0003-1990-5670
Eva-Maria Niine-RoolahtOncology and Haematology Clinic, North Estonian Medical Center, Tallinn, Estonia.
Piret KaardeOncology and Haematology Clinic, North Estonian Medical Center, Tallinn, Estonia.
Elen VettusCentre of Oncology, East Tallinn Central Hospital, Tallinn, Estonia.ORCID 0000-0001-7594-8865
Jüri PiirsooGynaecology Department, West Tallinn Central Hospital, Tallinn, Estonia.
Helen VaharGynaecology Department, West Tallinn Central Hospital, Tallinn, Estonia.
Katrin ÕunapDepartment of Genetics and Personalized Medicine, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia; Department of Laboratory Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia.ORCID 0000-0002-4594-6364
Tiina KahreDepartment of Genetics and Personalized Medicine, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia; Department of Laboratory Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia.ORCID 0009-0007-4399-354X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

background and purposeThis retrospective study provides Estonia's first nationwide overview of pathogenic and likely pathogenic variants in ovarian cancer (OC) using routine tumor molecular profiling. The aim was to characterize the mutational landscape, identify clinically actionable alterations, and evaluate the integration of germline testing. Patient/material and methods: A total of 339 OC tumor samples underwent next‑generation sequencing-based profiling. Clinical characteristics, histological subtype, and prior germline testing were recorded. Variants were classified according to clinical‑actionability levels, and homologous recombination deficiency (HRD) was assessed in high‑grade serous OC cases.

resultsThe mean age at diagnosis was 62.4 ± 12.5 years, and high‑grade serous OC accounted for 82.0% of cases. Clinically actionable alterations (OncoKB Level 1&2) were detected in 37.5% of patients, most frequently involving BRCA1, BRCA2, KRAS, and BRAF. Additional therapeutic targets were identified across diverse biomarkers. HRD was present in 53.2% of tested high‑grade serous tumors. Germline testing had been performed in 41.9% of patients, revealing pathogenic or likely pathogenic variants in 22.5%, predominantly in BRCA1 and BRCA2.

interpretationThis study outlines the mutational spectrum of OC in Estonia and demonstrates a substantial prevalence of actionable alterations and HRD. The findings highlight the value of comprehensive tumor profiling to support precision‑medicine approaches and improve individualized patient management in Estonia.

Indexed as

Biomarkers, TumorMutationOvarian NeoplasmsAgedBRCA2 ProteinEstoniaFemaleGerm-Line MutationHigh-Throughput Nucleotide SequencingHumansMiddle AgedProto-Oncogene Proteins p21(ras)Retrospective StudiesBiomarkers, TumorBRCA2 ProteinBRCA2 protein, humanKRAS protein, humanProto-Oncogene Proteins p21(ras)

Identifiers

PMID42145025
PMCPMC13192237

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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.