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Comprehensive antigen profiling predicts post-surgical neuropathic pain in women treated for breast cancer
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  • Published: 03 March 2026

Comprehensive antigen profiling predicts post-surgical neuropathic pain in women treated for breast cancer

  • Helle Sadam1 na1,
  • Laura Mustonen2,3 na1,
  • Annika Rähni1,4 na1,
  • Janne K. Nieminen3,5,
  • Maarja Toots1,
  • Mariliis Uusväli1,
  • Arno Pihlak1,
  • Pentti J. Tienari3,5,
  • Hanna Harno2,3,
  • Kaia Palm1,4 &
  • …
  • Eija Kalso2 

Scientific Reports , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Cancer
  • Diseases
  • Immunology
  • Microbiology

Abstract

The importance of neuroimmune interactions in neuropathic pain (NP) has been established, but antibody-mediated mechanisms remain underexplored. In this explorative case-control study, we analyzed antibody profiles in patients with intercostobrachial nerve injury during breast cancer (BC) surgery. We compared 27 patients who developed chronic NP with 30 who remained NP-free, despite similar nerve injury. Plasma samples were collected before surgery and 4–9 years later. Mimotope variation analysis (MVA), a next generation random peptide phage display method revealed highly individual yet shared antigen profiles. We identified 1882 antibody epitopes differing between the study groups and that were associated with 79 common human pathogens. NP patients showed elevated pre-surgical antibody responses to viral epitopes of CMV (cytomegalovirus), EBV (Epstein-Barr virus), human papilloma virus-16 (HPV-16), human rhinovirus C3 (HRV C3), Herpes Simplex-1 (HSV-1), Herpes Simplex-2 (HSV-2), while antibody levels against Coxsackievirus B3 (CVB3) were lower. These findings persisted over time. The combination of responses to five viral epitopes (CVB3, EBV, CMV, HPV-16, HSV-2) predicted persistent NP (AUC 0.9, 95% CI 0.794–0.963). These findings implicate elevated antiviral immune responses in NP pathogenesis and encourage further clinical and basic research on the molecular mechanisms and novel treatment strategies for managing NP.

Data availability

All data are available upon reasonable request to the corresponding author (clinical data) and Kaia Palm (MVA-data, [kaia@protobios.com](mailto: kaia@protobios.com)).

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Acknowledgements

The authors would like to thank the research nurse Eija Ruoppa for her excellent work. We thank all patients who participated in this study. Protobios acknowledges the excellent technical support from its team members Alex Sirp, Maria Piirsalu, Regina Maruste, Loviisa Pihlas, Epp Väli, and Helen Ausman. The authors thank Les Hearn, MSc, for reviewing the English language of the manuscript.

Funding

This study was supported by a grant to Protobios from the EU’s HE research and innovation program under grant agreement No 101095436, with the clause that “Views and opinions expressed are those of the author(s) only and do not necessarily reflect those of the European Union or the European Commission. Neither the European Union nor the granting authority can be held responsible for them”. In addition, the research by Protobios was supported by funding from the Estonian Ministry of Education and Research (5.1-4/20/170) and Estonian Research Council (PRG1953, KP and PSG691, MT). The clinical part of the study at the Helsinki University Hospital was supported by European Union FP7 (#Health_F2_2013-602891) grant NeuroPain and the Helsinki University Hospital Research Funds to the Department of Anaesthesiology, Intensive Care and Pain Medicine (Y102011092).

Author information

Author notes
  1. These authors contributed equally: Helle Sadam, Laura Mustonen and Annika Rähni.

    These authors contributed equally: Kaia Palm and Eija Kalso.

Authors and Affiliations

  1. Protobios Llc, Tallinn, Estonia

    Helle Sadam, Annika Rähni, Maarja Toots, Mariliis Uusväli, Arno Pihlak & Kaia Palm

  2. Department of Anaesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland

    Laura Mustonen, Hanna Harno & Eija Kalso

  3. Neurocenter, Neurology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland

    Laura Mustonen, Janne K. Nieminen, Pentti J. Tienari & Hanna Harno

  4. Department of Chemistry and Biotechnology, Tallinn University of Technology, Tallinn, Estonia

    Annika Rähni & Kaia Palm

  5. Translational Immunology Research Program, University of Helsinki, Helsinki, Finland

    Janne K. Nieminen & Pentti J. Tienari

Authors
  1. Helle Sadam
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Contributions

EK, KP, HH, HS, AR and PJT contributed to the study design. EK and HH contributed to the data collection. HH conducted the clinical examination of the patients. HS, AR, MU, MT and AP performed immunoproliferation and validation experiments. HS, AR, MU, AP, MT, JN, LM and KP contributed to the data analysis and making of the figures and tables. HS, KP, AR and LM wrote the first draft of the manuscript. All authors were involved in the data interpretation, review and approval of the final version of the manuscript.

Corresponding author

Correspondence to Laura Mustonen.

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The authors declare no competing interests.

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Sadam, H., Mustonen, L., Rähni, A. et al. Comprehensive antigen profiling predicts post-surgical neuropathic pain in women treated for breast cancer. Sci Rep (2026). https://doi.org/10.1038/s41598-026-41637-6

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  • Received: 13 November 2025

  • Accepted: 23 February 2026

  • Published: 03 March 2026

  • DOI: https://doi.org/10.1038/s41598-026-41637-6

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Keywords

  • Neuropathic pain
  • Post-surgical pain
  • Antibody response
  • Herpesvirus
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