Polyamine Metabolism Promotes the Progression of Thyroid Carcinoma by Regulating the Immune Phenotype of Tumor Associated Macrophages

ABSTRACT Polyamine metabolism is a key regulator of cellular proliferation and immune modulation, and its dysregulation is implicated in multiple carcinoma pathogenesis. Macrophages also greatly influence tumor progression by regulating the immune microenvironment. However, the role of polyamine met...

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Main Authors: Haoran Ding, Lingling Xue, Shaoshi Zhu, Ziyu Wang, Huan Gui, Guang Zhang, Ning Tang, Haozhen Ren, Dayu Chen
Format: Article
Language:English
Published: Wiley-VCH 2025-06-01
Series:Smart Medicine
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Online Access:https://doi.org/10.1002/smmd.70009
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author Haoran Ding
Lingling Xue
Shaoshi Zhu
Ziyu Wang
Huan Gui
Guang Zhang
Ning Tang
Haozhen Ren
Dayu Chen
author_facet Haoran Ding
Lingling Xue
Shaoshi Zhu
Ziyu Wang
Huan Gui
Guang Zhang
Ning Tang
Haozhen Ren
Dayu Chen
author_sort Haoran Ding
collection DOAJ
description ABSTRACT Polyamine metabolism is a key regulator of cellular proliferation and immune modulation, and its dysregulation is implicated in multiple carcinoma pathogenesis. Macrophages also greatly influence tumor progression by regulating the immune microenvironment. However, the role of polyamine metabolism in thyroid cancer macrophages remains understudied. This study explores the connection between polyamine metabolism and macrophages in thyroid cancer. Using the THCA dataset gene expression analysis and single‐cell data, we identified macrophage subpopulations. We assessed immune scores, matrix scores, immune checkpoint scores, and immune cell types using Bulk‐RNA data and the TIDE platform to predict immune checkpoint inhibitor responses. Clinical specimens validated our findings. Our results show a significant association between polyamine metabolism and the clinical and biological characteristics of thyroid cancer, including macrophage trajectory. Notably, macrophage subpopulations affected by polyamine metabolism have strong prognostic value, especially in immunotherapy patients. We found that changes in these subpopulations correlate with thyroid cancer development, and tumor tissue can regulate macrophage polyamine metabolism. This study provides new insights into how polyamine metabolism affects macrophages and the tumor microenvironment, influencing tumor growth and anti‐tumor immune responses in thyroid cancer.
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institution Kabale University
issn 2751-1871
language English
publishDate 2025-06-01
publisher Wiley-VCH
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series Smart Medicine
spelling doaj-art-c72df53da49243aa8bb244fc4f3c7a0a2025-08-20T03:27:56ZengWiley-VCHSmart Medicine2751-18712025-06-0142n/an/a10.1002/smmd.70009Polyamine Metabolism Promotes the Progression of Thyroid Carcinoma by Regulating the Immune Phenotype of Tumor Associated MacrophagesHaoran Ding0Lingling Xue1Shaoshi Zhu2Ziyu Wang3Huan Gui4Guang Zhang5Ning Tang6Haozhen Ren7Dayu Chen8Division of Thyroid Surgery Department of General Surgery Nanjing Drum Tower Hospital The Affiliated Hospital of Medical School Nanjing University Nanjing ChinaDivision of Hepatobiliary and Transplantation Surgery Department of General Surgery Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine Nanjing ChinaCollege of Medicine University of Illinois Chicago Illinois USAJiamusi University Jiamusi ChinaJoint Research Unit Physiology of Nutritional Adaptation INRAE (National Research Institute for Agricultural, Food and Environmental) & University of Nantes Nantes FranceDivision of Hepatobiliary and Transplantation Surgery Department of General Surgery Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine Nanjing ChinaDivision of Hepatobiliary and Transplantation Surgery Department of General Surgery Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine Nanjing ChinaDivision of Hepatobiliary and Transplantation Surgery Department of General Surgery Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine Nanjing ChinaDepartment of Pharmacy Nanjing Drum Tower Hospital The Affiliated Hospital of Nanjing University Medical School Nanjing ChinaABSTRACT Polyamine metabolism is a key regulator of cellular proliferation and immune modulation, and its dysregulation is implicated in multiple carcinoma pathogenesis. Macrophages also greatly influence tumor progression by regulating the immune microenvironment. However, the role of polyamine metabolism in thyroid cancer macrophages remains understudied. This study explores the connection between polyamine metabolism and macrophages in thyroid cancer. Using the THCA dataset gene expression analysis and single‐cell data, we identified macrophage subpopulations. We assessed immune scores, matrix scores, immune checkpoint scores, and immune cell types using Bulk‐RNA data and the TIDE platform to predict immune checkpoint inhibitor responses. Clinical specimens validated our findings. Our results show a significant association between polyamine metabolism and the clinical and biological characteristics of thyroid cancer, including macrophage trajectory. Notably, macrophage subpopulations affected by polyamine metabolism have strong prognostic value, especially in immunotherapy patients. We found that changes in these subpopulations correlate with thyroid cancer development, and tumor tissue can regulate macrophage polyamine metabolism. This study provides new insights into how polyamine metabolism affects macrophages and the tumor microenvironment, influencing tumor growth and anti‐tumor immune responses in thyroid cancer.https://doi.org/10.1002/smmd.70009immunotherapymacrophagepolyamine metabolismthyroid carcinoma
spellingShingle Haoran Ding
Lingling Xue
Shaoshi Zhu
Ziyu Wang
Huan Gui
Guang Zhang
Ning Tang
Haozhen Ren
Dayu Chen
Polyamine Metabolism Promotes the Progression of Thyroid Carcinoma by Regulating the Immune Phenotype of Tumor Associated Macrophages
Smart Medicine
immunotherapy
macrophage
polyamine metabolism
thyroid carcinoma
title Polyamine Metabolism Promotes the Progression of Thyroid Carcinoma by Regulating the Immune Phenotype of Tumor Associated Macrophages
title_full Polyamine Metabolism Promotes the Progression of Thyroid Carcinoma by Regulating the Immune Phenotype of Tumor Associated Macrophages
title_fullStr Polyamine Metabolism Promotes the Progression of Thyroid Carcinoma by Regulating the Immune Phenotype of Tumor Associated Macrophages
title_full_unstemmed Polyamine Metabolism Promotes the Progression of Thyroid Carcinoma by Regulating the Immune Phenotype of Tumor Associated Macrophages
title_short Polyamine Metabolism Promotes the Progression of Thyroid Carcinoma by Regulating the Immune Phenotype of Tumor Associated Macrophages
title_sort polyamine metabolism promotes the progression of thyroid carcinoma by regulating the immune phenotype of tumor associated macrophages
topic immunotherapy
macrophage
polyamine metabolism
thyroid carcinoma
url https://doi.org/10.1002/smmd.70009
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