Evidence map›Paper›PMID 41929497›Full record

ArticleFrontiers in immunology2026

Unraveling the indolence of papillary thyroid carcinoma: an exploratory study on B-cell subsets based on genetic predisposition and tumor immunity.

Pei Wang, Zhizhong Dong, Xing Peng, Cong Zhou, Ruochuan Cheng, Wen Liu

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Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Pei Wang *Department of Radiation Oncology, Cancer Institute, The First Affiliated Hospital and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China.
Zhizhong Dong *Department of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China.
Xing PengDepartment of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China.
Cong ZhouSchool of Mental Health, Jining Medical University, Jining, China.
Ruochuan ChengDepartment of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China.
Wen LiuDepartment of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Active surveillance for low-risk papillary thyroid carcinoma (PTC) is hampered by the lack of reliable biomarkers to distinguish indolent from progressive tumors. While our previous single-cell analysis identified tumor-infiltrating B cells as key determinants of indolent PTC, their clinical utility remains constrained by low abundance and peripheral undetectability. We therefore employed Mendelian randomization (MR) to investigate this causal relationship and assess the potential of peripheral B-cell profiling as a non-invasive strategy for distinguishing indolent PTC. Methods: We integrated MR, flow cytometry, single-cell transcriptomics, and clinical validation. A two-sample MR framework was used to assessed causal relationships between immunophenotypes and thyroid cancer risk. Findings were exploratorily investigated by flow cytometric comparison of B-cell subsets between indolent and progressive PTC patients, further characterized using single-cell RNA sequencing data, and evaluated for prognostic significance in the TCGA-THCA cohort. Results: Multivariable MR identified CD20+ IgD+ CD38 Conclusion: This study provides exploratory genetic and clinical evidence supporting a causal, protective role for specific peripheral and tumor-infiltrating B-cell subsets in PTC. Naïve B cells and CD27+ unswitched memory B cells are linked to indolent tumor behavior and favorable prognosis, highlighting their potential as biomarkers for risk stratification and non-invasive monitoring in PTC management.

Indexed as

B-Lymphocyte SubsetsGenetic Predisposition to DiseaseThyroid Cancer, PapillaryThyroid NeoplasmsAdultBiomarkers, TumorFemaleHumansImmunophenotypingLymphocytes, Tumor-InfiltratingMaleMiddle AgedPrognosisBiomarkers, Tumoractive surveillanceB cellindolentMendelian randomizationpapillary thyroid carcinoma

Identifiers

PMID41929497
PMCPMC13038570

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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.