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CASE REPORT article

Front. Oncol.

Sec. Molecular and Cellular Oncology

This article is part of the Research TopicIntegrative OMICS Approaches in Cancer Biology: From Molecular Mechanisms to Precision MedicineView all articles

Case report: Blood single-cell analysis of a IVB high-grade serous ovarian cancer patient presenting a favorable prognosis

Provisionally accepted
Martyna  WolanskaMartyna Wolanska1Michal  SieczczynskiMichal Sieczczynski1,2Krzysztof  PastuszakKrzysztof Pastuszak1,2Anna  Samelak-CzajkaAnna Samelak-Czajka3Paulina  JackowiakPaulina Jackowiak3Natalia  Bednarz-KnollNatalia Bednarz-Knoll1Sylwia  Lapinska-SzumczykSylwia Lapinska-Szumczyk1Dagmara  Klasa-MazurkiewiczDagmara Klasa-Mazurkiewicz1Anna  ZaczekAnna Zaczek1Anna  SupernatAnna Supernat1*
  • 1Medical University of Gdansk, Gdańsk, Poland
  • 2Politechnika Gdanska, Gdańsk, Poland
  • 3Polish Academy of Sciences, Poznan, Poland

The final, formatted version of the article will be published soon.

Background: High-grade serous ovarian cancer (HGSOC) diagnosed at stage IVB typically carries a poor prognosis. Here, we describe a rare case of with an exceptional and sustained response to therapy. To explore potential drivers of this favorable outcome, we combined clinical evaluation with molecular profiling of liquid biopsy samples. Methods: We employed a multi-platform liquid biopsy approach in peripheral blood samples collected preoperatively. Bulk RNA sequencing was performed on platelet RNA, while single-cell RNA sequencing (scRNA-seq) profiled peripheral blood mononuclear cells (PBMCs). Additionally, circulating tumor cells were identified using imaging flow cytometry (imFC). Results: Single-cell transcriptomic analysis identified two candidate CTCs (Circulating Tumor Cells): one with an epithelial phenotype and another with a hybrid epithelial–mesenchymal (EMT) phenotype. The EMT CTC showed upregulation of IL12A, genes involved in the mTOR pathway (RPTOR, RICTOR, MTOR), and DNA repair, while the epithelial CTC expressed high levels of VEGFA. ImFC-based assay identified one putative mesenchymal-like CTC. Platelet RNA analysis revealed downregulation of ribosomal genes and upregulation of genes related to cytoskeletal remodeling and adhesion. ANGPT1 was downregulated, while AKT1 were upregulated, putatively indicating mTOR pathway activation. Glycolytic enzymes PKM and PGK1 were strongly upregulated, and reduced expression of DDIT4, HIF1A, CSF2RA, and CSF3R suggested altered stress and cytokine signaling. Conclusion: This integrative molecular and phenotypic profiling of blood-derived components identified potentially distinct molecular signatures, such as overexpression of IL12, ANGPT1 downregulation and HIF1A downregulation, in the literature described as linked to the patient's beneficial prognosis. These findings suggest that advanced liquid biopsy techniques may provide complementary insights into prognostic biomarkers and therapeutic targets in HGSOC.

Keywords: HGSOC, liquid biopsy, Single cell sequencing, Platelet RNA, case report

Received: 02 Sep 2025; Accepted: 10 Nov 2025.

Copyright: © 2025 Wolanska, Sieczczynski, Pastuszak, Samelak-Czajka, Jackowiak, Bednarz-Knoll, Lapinska-Szumczyk, Klasa-Mazurkiewicz, Zaczek and Supernat. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Anna Supernat, anna.supernat@gumed.edu.pl

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