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A high density of T-cell lymphocytes and Tregs subset correlate to a worse survival in major salivary gland carcinomas
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  • Published: 03 March 2026

A high density of T-cell lymphocytes and Tregs subset correlate to a worse survival in major salivary gland carcinomas

  • Debora Anconelli1,
  • Francesco Vasuri1,2,
  • Luca Novelli3,
  • Luca Saragoni1,2,
  • Luca Messerini4,
  • Calogero Saieva5,
  • Elena Cantone6,
  • Luca Muscatello7,
  • Guido Bartoletti7,
  • Elena Niccolai4,
  • Amedeo Amedei4,
  • Alessandro Franchi8 &
  • …
  • Maria Raffaella Ambrosio6 

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

  • Biomarkers
  • Cancer
  • Immunology
  • Oncology

Abstract

Salivary gland carcinomas (SGC) are rare and heterogeneous tumors with limited therapeutic options in advanced stages. Recent evidence suggests a potential role of the tumor immune microenvironment (TME) in disease progression. This study aimed to investigate the immune profile of SGCs by analyzing tumor-infiltrating lymphocytes (TILs), tumor-associated macrophages (TAMs), and PD-L1 expression, and to assess their correlation with histological grade and clinical outcome. A retrospective analysis was conducted on 103 SGC cases. Immunohistochemistry for CD3, CD4, CD8, CD20, CD56, PD-1, PD-L1, FOXP3, CD68, and CD163 was performed. Digital slide analysis was carried out in intratumoral and peritumoral regions using QuPath software. High intratumoral FOXP3 + Tregs were significantly associated with high-grade tumors and worse progression-free survival (PFS) (p = 0.009). A higher peritumoral CD3 + T cell density correlated with poor prognosis (p = 0.046). Concordance between pathologist assessments and QuPath quantification was moderate to high (Cohen’s K = 0.71). In conclusion, intratumoral Tregs and peritumoural T lymphocytes may be used as negative prognostic biomarkers. Future multicentric studies and AI (Artificial Intelligence)-driven analyses could enhance immune characterization and guide immunotherapeutic strategies in SGC.

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Data availability

All the information regarding the patients is available in the database of Pathology and Surgery Unit of Azienda Toscana Nord-Ovest on direct request to the corresponding author (address [francesco.vasuri2@unibo.it](mailto: francesco.vasuri2@unibo.it) ).

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Author information

Authors and Affiliations

  1. Pathology Unit, Santa Maria delle Croci Hospital, viale Randi 5, Ravenna, 48100, Italy

    Debora Anconelli, Francesco Vasuri & Luca Saragoni

  2. Department of Medical and Surgical Sciences (DIMEC), Bologna University, Bologna, Italy

    Francesco Vasuri & Luca Saragoni

  3. Institute of Histopathology and Molecular Diagnosis, Careggi Hospital, Florence, Italy

    Luca Novelli

  4. Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy

    Luca Messerini, Elena Niccolai & Amedeo Amedei

  5. Risk factors and life style epidemiology unit, ISPRO, Florence, Italy

    Calogero Saieva

  6. Dipartimento di Farmacia e Scienze della Salute e della Nutrizione, Università della Calabria (UNICAL), Cosenza, Italy

    Elena Cantone & Maria Raffaella Ambrosio

  7. Otorinolaringoiatry Unit, Azienda Toscana Nord Ovest, Pisa, Italy

    Luca Muscatello & Guido Bartoletti

  8. Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy

    Alessandro Franchi

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Contributions

DA Conceptualization, Data curation, Writing – original draft; FV Writing – original draft; LN Data curation, Formal analysis; LS Supervision; LM Formal analysis Investigation, Methodology; CS Formal analysis, Investigation; EC Data curation, Methodology; LM Investigation; GB Investigation; EN Methodology; AA Conceptualization, Supervision, Validation; AF Supervision; MRA Conceptualization, Writing – review and editing.

Corresponding author

Correspondence to Francesco Vasuri.

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The authors declare no competing interests.

Ethics approval

This study was conducted according to the guidelines of the Declaration of Helsinki and the STROBE guidelines, and approved by the Ethics Committee of Azienda Sanitaria Toscana Nord-Ovest (code 19542). Informed Consent was obtained at the moment of surgery.

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Anconelli, D., Vasuri, F., Novelli, L. et al. A high density of T-cell lymphocytes and Tregs subset correlate to a worse survival in major salivary gland carcinomas. Sci Rep (2026). https://doi.org/10.1038/s41598-026-39357-y

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  • Received: 24 November 2025

  • Accepted: 04 February 2026

  • Published: 03 March 2026

  • DOI: https://doi.org/10.1038/s41598-026-39357-y

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Keywords

  • Artificial intelligence
  • Immunohistochemistry
  • Salivary gland carcinoma
  • Tumor microenvironment
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