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Zou Z, Zhong L. Anaplastic thyroid cancer: Genetic roles, targeted therapy, and immunotherapy. Genes Dis 2025; 12:101403. [PMID: 40271195 PMCID: PMC12018003 DOI: 10.1016/j.gendis.2024.101403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Revised: 07/02/2024] [Accepted: 08/02/2024] [Indexed: 04/25/2025] Open
Abstract
Anaplastic thyroid cancer (ATC) stands as the most formidable form of thyroid malignancy, presenting a persistent challenge in clinical management. Recent years have witnessed a gradual unveiling of the intricate genetic underpinnings governing ATC through next-generation sequencing. The emergence of this genetic landscape has paved the way for the exploration of targeted therapies and immunotherapies in clinical trials. Despite these strides, the precise mechanisms governing ATC pathogenesis and the identification of efficacious treatments demand further investigation. Our comprehensive review stems from an extensive literature search focusing on the genetic implications, notably the pivotal MAPK and PI3K-AKT-mTOR signaling pathways, along with targeted therapies and immunotherapies in ATC. Moreover, we screen and summarize the advances and challenges in the current diagnostic approaches for ATC, including the invasive tissue sampling represented by fine needle aspiration and core needle biopsy, immunohistochemistry, and 18F-fluorodeoxyglucose positron emission tomography/computed tomography. We also investigate enormous studies on the prognosis of ATC and outline independent prognostic factors for future clinical assessment and therapy for ATC. By synthesizing this literature, we aim to encapsulate the evolving landscape of ATC oncology, potentially shedding light on novel pathogenic mechanisms and avenues for therapeutic exploration.
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Affiliation(s)
- Zhao Zou
- Division of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China
| | - Linhong Zhong
- Chongqing Key Laboratory of Ultrasound Molecular Imaging, Institute of Ultrasound Imaging and Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China
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2
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Zhang Y, Su W, Ji X, Yang Z, Guan Q, Pang Y, Zhong L, Wang Y, Xiang J. PCSK9 promotes progression of anaplastic thyroid cancer through E-cadherin endocytosis. Cell Death Dis 2025; 16:362. [PMID: 40328788 PMCID: PMC12056021 DOI: 10.1038/s41419-025-07690-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 04/04/2025] [Accepted: 04/23/2025] [Indexed: 05/08/2025]
Abstract
Although anaplastic thyroid cancer (ATC) constitutes only 1-2% of all thyroid malignancies, it is associated with an exceptionally high mortality rate, accounting for 14-39% of thyroid cancer-related deaths. In this study, we identified the critical role of Proprotein Convertase Subtilisin/Kexin Type 9 (PCSK9) in ATC progression. Proteomic analysis revealed E-cadherin as a key mediator of PCSK9-driven malignancy in ATC. Mechanistically, PCSK9 promotes the degradation of E-cadherin through the lysosomal pathway. Furthermore, the loss of the p53 function, particularly the R248Q mutation, de-repressed PCSK9 expression at the transcriptional level. Notably, the PCSK9 inhibitor PF-846 considerably suppressed ATC proliferation and metastasis in both in vitro and in vivo models. In conclusion, PCSK9 enhances ATC malignancy by regulating E-cadherin degradation via the lysosomal pathway, underscoring its potential as a promising therapeutic target.
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Affiliation(s)
- Yu Zhang
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Wei Su
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Xiaoyu Ji
- Department of Oncology, Huashan Hospital Fudan University, Shanghai, China
| | - Zhou Yang
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Qing Guan
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Yuanxin Pang
- Department of Endocrinology, Suzhou Ninth People's Hospital Affiliated to Soochow University, Suzhou, China.
| | - Linkun Zhong
- Department of General Surgery, Zhongshan City People's Hospital, Zhongshan, Guangdong Province, China.
| | - Yu Wang
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
| | - Jun Xiang
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
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3
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Cao M, Deng Y, Hao Q, Yan H, Wang QL, Dong C, Wu J, He Y, Huang LB, Xia X, Gao Y, Chen HN, Zhang WH, Zhang YJ, Zhuo X, Dai L, Hu H, Peng Y, Zhang F, Liu Z, Huang W, Zhang H, Yang L, Shu Y, Zhang W, Zhang Y, Xu H. Single-cell transcriptomic analysis reveals gut microbiota-immunotherapy synergy through modulating tumor microenvironment. Signal Transduct Target Ther 2025; 10:140. [PMID: 40312419 PMCID: PMC12045981 DOI: 10.1038/s41392-025-02226-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 03/13/2025] [Accepted: 03/14/2025] [Indexed: 05/03/2025] Open
Abstract
The gut microbiota crucially regulates the efficacy of immune checkpoint inhibitor (ICI) based immunotherapy, but the underlying mechanisms remain unclear at the single-cell resolution. Using single-cell RNA sequencing and subsequent validations, we investigate gut microbiota-ICI synergy by profiling the tumor microenvironment (TME) and elucidating critical cellular interactions in mouse models. Our findings reveal that intact gut microbiota combined with ICIs may synergistically increase the proportions of CD8+, CD4+, and γδ T cells, reduce glycolysis metabolism, and reverse exhausted CD8+ T cells into memory/effector CD8+ T cells, enhancing antitumor response. This synergistic effect also induces macrophage reprogramming from M2 protumor Spp1+ tumor-associated macrophages (TAMs) to Cd74+ TAMs, which act as antigen-presenting cells (APCs). These macrophage subtypes show a negative correlation within tumors, particularly during fecal microbiota transplantation. Depleting Spp1+ TAMs in Spp1 conditional knockout mice boosts ICI efficacy and T cell infiltration, regardless of gut microbiota status, suggesting a potential upstream role of the gut microbiota and highlighting the crucial negative impact of Spp1+ TAMs during macrophage reprogramming on immunotherapy outcomes. Mechanistically, we propose a γδ T cell-APC-CD8+ T cell axis, where gut microbiota and ICIs enhance Cd40lg expression on γδ T cells, activating Cd40 overexpressing APCs (e.g., Cd74+ TAMs) through CD40-CD40L-related NF-κB signaling and boosting CD8+ T cell responses via CD86-CD28 interactions. These findings highlight the potential importance of γδ T cells and SPP1-related macrophage reprogramming in activating CD8+ T cells, as well as the synergistic effect of gut microbiota and ICIs in immunotherapy through modulating the TME.
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Affiliation(s)
- Minyuan Cao
- Department of Laboratory Medicine/Research Centre of Clinical Laboratory Medicine, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yun Deng
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Qing Hao
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Huayun Yan
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Quan-Lin Wang
- Department of Clinical Pharmacology, Xiangya Hospital, Central Laboratory of Hunan Cancer Hospital, Central South University, Changsha, China
| | - Chunyan Dong
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Jing Wu
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yajiao He
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Li-Bin Huang
- Division of Gastrointestinal Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Xuyang Xia
- Department of Laboratory Medicine/Research Centre of Clinical Laboratory Medicine, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
- Division of Gastrointestinal Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Yongchao Gao
- Department of Clinical Pharmacology, Xiangya Hospital, Central Laboratory of Hunan Cancer Hospital, Central South University, Changsha, China
| | - Hai-Ning Chen
- Colorectal Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Wei-Han Zhang
- Gastric Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Yan-Jing Zhang
- Core Facilities, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaozhen Zhuo
- Department of Cardiology, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Lunzhi Dai
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Hongbo Hu
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yong Peng
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Feng Zhang
- Center for Precision Medicine, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, China
| | - Zhaoqian Liu
- Department of Clinical Pharmacology, Xiangya Hospital, Central Laboratory of Hunan Cancer Hospital, Central South University, Changsha, China
| | - Weihua Huang
- Department of Clinical Pharmacology, Xiangya Hospital, Central Laboratory of Hunan Cancer Hospital, Central South University, Changsha, China
| | - Huiyuan Zhang
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Li Yang
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yang Shu
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
- Gastric Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Wei Zhang
- Department of Clinical Pharmacology, Xiangya Hospital, Central Laboratory of Hunan Cancer Hospital, Central South University, Changsha, China.
- The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, China.
| | - Yan Zhang
- Lung Cancer Center/Lung Cancer Institute, Department of Medical Oncology, West China Hospital, Sichuan University, Chengdu, China.
| | - Heng Xu
- Department of Laboratory Medicine/Research Centre of Clinical Laboratory Medicine, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China.
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China.
- Institute of General Surgery, West China Hospital, Sichuan University, Chengdu, China.
- Tianfu Jincheng Laboratory, Chengdu, China.
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Wu X, Dai L, Zhang W, Le Q, Xie Y, Wang Y. PIS as a regulator of cellular heterogeneity, prognostic significance, and immune landscape in thyroid cancer. Transl Oncol 2025; 55:102296. [PMID: 40132388 PMCID: PMC11985066 DOI: 10.1016/j.tranon.2025.102296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2024] [Revised: 01/11/2025] [Accepted: 01/21/2025] [Indexed: 03/27/2025] Open
Abstract
Thyroid cancer (THCA) is a common endocrine malignancy with diverse clinical outcomes and tumor characteristics. In this study, we used single-cell RNA sequencing (scRNA-seq) to explore the cellular makeup and gene expression patterns of THCA. We identified distinct tumor subpopulations with varying differentiation and immune evasion properties. Our analysis revealed how tumor progression is influenced by dynamic gene expression changes over time. We also observed differences in immune cell infiltration across tumor subpopulations, with some showing immune-suppressive traits. A prognostic model, based on genes from a specific tumor subpopulation (RGS5+), outperformed existing models in predicting patient outcomes. Additionally, we found that high PIS (prognostic immune score) was linked to genetic instability, including increased tumor mutations and copy number variations. Key biological pathways associated with different tumor subpopulations were also identified, suggesting potential therapeutic targets. Finally, our analysis indicated that PIS could help predict responses to immunotherapy, with higher scores correlating with poorer treatment outcomes. Our findings highlight the complexity of THCA and emphasize the importance of considering tumor heterogeneity in personalized treatment strategies.
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Affiliation(s)
| | - Lei Dai
- Ningbo Second Hospital, Ningbo 315100, China
| | | | - Qi Le
- Ningbo Second Hospital, Ningbo 315100, China
| | - Yue Xie
- Ningbo Second Hospital, Ningbo 315100, China
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5
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Pakkianathan J, Yamauchi CR, Barseghyan L, Cruz J, Simental AA, Khan S. Mutational Landmarks in Anaplastic Thyroid Cancer: A Perspective of a New Treatment Strategy. J Clin Med 2025; 14:2898. [PMID: 40363930 PMCID: PMC12073012 DOI: 10.3390/jcm14092898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2025] [Revised: 04/14/2025] [Accepted: 04/19/2025] [Indexed: 05/15/2025] Open
Abstract
Anaplastic thyroid carcinoma (ATC) is the rarest and most aggressive form of thyroid cancer, marked by a poor prognosis and resistance to conventional treatments. Like many malignancies, ATC has a complex genetic landscape, with numerous mutations driving tumor initiation, progression, and therapeutic resistance. However, recent advances in molecular research have expanded our understanding of these genetic alterations, paving the way for new targeted treatment strategies. Currently, therapies targeting specific genetic mutations, such as BRAF and MEK, show promise, but their effectiveness is limited to patients harboring these mutations. To explore broader therapeutic possibilities, we conducted a comprehensive literature review using the PubMed database and Google to identify studies on key genetic mutations in ATC. By leveraging these molecular insights, we aim to highlight potential therapeutic avenues that could enhance treatment options and improve patient outcomes.
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Affiliation(s)
- Janice Pakkianathan
- Department of Biochemistry, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA; (J.P.); (C.R.Y.); (L.B.); (J.C.)
- Center for Health Disparities & Molecular Medicine, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA
| | - Celina R. Yamauchi
- Department of Biochemistry, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA; (J.P.); (C.R.Y.); (L.B.); (J.C.)
- Center for Health Disparities & Molecular Medicine, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA
| | - Luiza Barseghyan
- Department of Biochemistry, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA; (J.P.); (C.R.Y.); (L.B.); (J.C.)
- Center for Health Disparities & Molecular Medicine, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA
| | - Joseph Cruz
- Department of Biochemistry, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA; (J.P.); (C.R.Y.); (L.B.); (J.C.)
- Center for Health Disparities & Molecular Medicine, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA
| | - Alfred A. Simental
- Department of Otolaryngology, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA;
| | - Salma Khan
- Department of Biochemistry, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA; (J.P.); (C.R.Y.); (L.B.); (J.C.)
- Center for Health Disparities & Molecular Medicine, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA
- Department of Otolaryngology, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA;
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6
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Liu Z, Ba Y, Shan D, Zhou X, Zuo A, Zhang Y, Xu H, Liu S, Liu B, Zhao Y, Weng S, Wang R, Deng J, Luo P, Cheng Q, Hu X, Yang S, Wang F, Han X. THBS2-producing matrix CAFs promote colorectal cancer progression and link to poor prognosis via the CD47-MAPK axis. Cell Rep 2025; 44:115555. [PMID: 40222008 DOI: 10.1016/j.celrep.2025.115555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 12/30/2024] [Accepted: 03/21/2025] [Indexed: 04/15/2025] Open
Abstract
Cancer-associated fibroblasts (CAFs) display significant functional and molecular heterogeneity within the tumor microenvironment, playing diverse roles in cancer progression. Employing single-cell RNA sequencing data of colorectal cancer (CRC), we identified a subset of matrix CAFs (mCAFs) as a critical subtype that secretes THBS2, a molecule linked to advanced cancer stages and poor prognosis. Spatial transcriptomics and multiplex immunohistochemistry revealed clear spatial colocalization between THBS2-producing mCAFs and tumor cells. Mechanically, CAF-secreted THBS2 binds to CD47 on tumor cells, triggering the MAPK/ERK5 signaling pathway, which enhances tumor progression. The tumor-promoting role of THBS2 was further validated using fibroblast-specific THBS2 knockout mice, patient-derived organoids, and xenografts. Moreover, the transcription factor CREB3L1 was identified as a regulator of the transformation of normal fibroblasts into THBS2-producing mCAFs. These findings underscore the pivotal role of THBS2 in CRC progression and highlight the therapeutic potential of targeting the THBS2-CD47 axis and CREB3L1 in CRC.
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Affiliation(s)
- Zaoqu Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, China; Interventional Institute of Zhengzhou University, Zhengzhou, Henan 450052, China; Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan 450052, China; Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China.
| | - Yuhao Ba
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, China
| | - Dan Shan
- Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YT, UK
| | - Xing Zhou
- Department of Pediatric Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, China
| | - Anning Zuo
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, China
| | - Yuyuan Zhang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, China
| | - Hui Xu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, China
| | - Shutong Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, China
| | - Benyu Liu
- Tianjian Laboratory of Advanced Biomedical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yanan Zhao
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, China; Interventional Institute of Zhengzhou University, Zhengzhou, Henan 450052, China; Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan 450052, China
| | - Siyuan Weng
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, China
| | - Ruizhi Wang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, China
| | - Jinhai Deng
- Richard Dimbleby Department of Cancer Research, Comprehensive Cancer Centre, Kings College London, London, UK
| | - Peng Luo
- Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Quan Cheng
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xin Hu
- Center for Single-Cell Omics and Tumor Liquid Biopsy, Zhongnan Hospital of Wuhan University, Wuhan, China; Wuhan Research Center for Infectious Diseases and Cancer, Chinese Academy of Medical Sciences, Wuhan, China
| | - Shuaixi Yang
- Department of Colorectal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, Henan, China.
| | - Fubing Wang
- Center for Single-Cell Omics and Tumor Liquid Biopsy, Zhongnan Hospital of Wuhan University, Wuhan, China; Wuhan Research Center for Infectious Diseases and Cancer, Chinese Academy of Medical Sciences, Wuhan, China; Department of Laboratory Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China.
| | - Xinwei Han
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, China; Interventional Institute of Zhengzhou University, Zhengzhou, Henan 450052, China; Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan 450052, China.
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7
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Liao T, Zeng Y, Xu W, Shi X, Shen C, Du Y, Zhang M, Zhang Y, Li L, Ding P, Hu W, Huang Z, Fung MHM, Ji Q, Wang Y, Li S, Wei W. A spatially resolved transcriptome landscape during thyroid cancer progression. Cell Rep Med 2025; 6:102043. [PMID: 40157360 PMCID: PMC12047530 DOI: 10.1016/j.xcrm.2025.102043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 07/03/2024] [Accepted: 03/05/2025] [Indexed: 04/01/2025]
Abstract
Tumor microenvironment (TME) remodeling plays a pivotal role in thyroid cancer progression, yet its spatial dynamics remain unclear. In this study, we integrate spatial transcriptomics and single-cell RNA sequencing to map the TME architecture across para-tumor thyroid (PT) tissue, papillary thyroid cancer (PTC), locally advanced PTC (LPTC), and anaplastic thyroid carcinoma (ATC). Our integrative analysis reveals extensive molecular and cellular heterogeneity during thyroid cancer progression, enabling the identification of three distinct thyrocyte meta-clusters, including TG+IYG+ subpopulation in PT, HLA-DRB1+HLA-DRA+ subpopulation in early cancerous stages, and APOE+APOC1+ subpopulation in late-stage progression. We reveal stage-specific tumor leading edge remodeling and establish high-confidence cell-cell interactions, such as COL8A1-ITHB1 in PTC, LAMB2-ITGB4 in LPTC, and SERPINE1-PLAUR in ATC. Notably, both SERPINE1 expression level and SERPINE1+ fibroblast abundance correlate with malignant progression and prognosis. These findings provide a spatially resolved framework of TME remodeling, offering insights for thyroid cancer diagnosis and treatment.
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Affiliation(s)
- Tian Liao
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Yu Zeng
- Precision Research Center for Refractory Diseases, Shanghai Jiao Tong University Pioneer Research Institute for Molecular and Cell Therapies, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201620, China; State Key Laboratory of Innovative Immunotherapy, School of Pharmaceutical Sciences, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Weibo Xu
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Xiao Shi
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Cenkai Shen
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Yuxin Du
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Meng Zhang
- Department of Pathology, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China; Institute of Pathology, Fudan University, Shanghai 200032, China
| | - Yan Zhang
- Department of Pathology, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China; Institute of Pathology, Fudan University, Shanghai 200032, China
| | - Ling Li
- Fudan University Shanghai Cancer Center and Institute of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Peipei Ding
- Fudan University Shanghai Cancer Center and Institute of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Weiguo Hu
- Fudan University Shanghai Cancer Center and Institute of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai 200032, China; Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai 200032, China
| | - Zhiheng Huang
- Endocrine Surgery Division, The University of HongKong-Shenzhen Hospital, Shenzhen, Guangdong 518053, China
| | - Man Him Matrix Fung
- Division of Endocrine Surgery, Department of Surgery, Li Ka Shing Faculty of Medicine, University of Hong Kong Queen Mary Hospital, Hong Kong SAR 999077, China
| | - Qinghai Ji
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
| | - Yu Wang
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
| | - Shengli Li
- Precision Research Center for Refractory Diseases, Shanghai Jiao Tong University Pioneer Research Institute for Molecular and Cell Therapies, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201620, China; State Key Laboratory of Innovative Immunotherapy, School of Pharmaceutical Sciences, Shanghai Jiao Tong University, Shanghai 200240, China.
| | - Wenjun Wei
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
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8
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Byun H, Lee HS, Song YS, Park YJ. Transcriptome of Anaplastic Thyroid Cancer Reveals Two Molecular Subtypes with Distinct Tumor Microenvironment and Prognosis. Thyroid 2025; 35:367-378. [PMID: 39869083 DOI: 10.1089/thy.2024.0266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
Background: Although patients with anaplastic thyroid cancer (ATC) generally have a poor prognosis and there are currently no effective treatment options, survival and response to therapy vary between patients. Genomic and transcriptomic profiles of ATC have been reported; however, a comprehensive study of the tumor microenvironment (TME) of ATC is still lacking. This study aimed to elucidate the TME characteristics associated with ATC and their prognostic implications. Methods: We analyzed bulk RNA transcriptomic data from 1,634 samples-including 476 normal thyroid tissues, 25 benign thyroid adenomas, 340 RAS-like and 719 BRAFV600E-like differentiated thyroid cancers (DTC-R and DTC-B, respectively), and 74 ATCs. We assessed the TME and molecular characteristics of these thyroid cancer subtypes using deconvolution analysis. Results: The TME of ATC was characterized by a high abundance of immune cells and fibroblasts and a low abundance of epithelial cells compared to other thyroid histologies. During its malignant evolution, ATC exhibited an ecotype more closely related to DTC-B than RAS-like DTC (DTC-R). Furthermore, we identified two distinct molecular subtypes within ATC with significant differences in their TMEs. We termed the subtype with increased immune cells and fibroblasts as ATC-immune-fibroblast (ATC-IF) and the subtype with elevated epithelial and endothelial cells as ATC-epithelial-endothelial (ATC-E). The ATC-IF group had worse disease-specific survival (log-rank p = 0.035), higher ERK scores, and lower thyroid differentiation scores than the ATC-E group. While both ATC subtypes had elevated immune cells and fibroblasts compared to DTC-R and DTC-B, this increase was more pronounced in ATC-IF, with a marked rise in myeloid lineage cells and promigratory fibroblasts. Immune checkpoint gene expression and epithelial-mesenchymal transition scores were significantly higher in the ATC-IF group than in the ATC-E group. Conclusion: ATC shows a TME distinct from that of DTC and can be further divided into two molecular subtypes-each with its own unique TME. The ATC-IF group, with a poorer prognosis and higher ERK score, is enriched in immune cells and fibroblasts, which may represent potential therapeutic targets.
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Affiliation(s)
- Hyunjong Byun
- CHA University School of Medicine, Pocheon, Republic of Korea
| | - Han Sai Lee
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Gwanak-gu, Republic of Korea
| | - Young Shin Song
- Department of Internal Medicine, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Dongjak-gu, Republic of Korea
| | - Young Joo Park
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Gwanak-gu, Republic of Korea
- Department of Internal Medicine and Genomic Medicine Institute, Medical Research Center, Seoul National University College of Medicine, Jongno-gu, Republic of Korea
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9
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Landa I. Two Different Shades of Anaplastic Thyroid Cancer. Thyroid 2025; 35:344-345. [PMID: 40106309 DOI: 10.1089/thy.2025.0097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/22/2025]
Affiliation(s)
- Iñigo Landa
- Institut Gustave Roussy, Inserm U981, Villejuif, France
- IHU-National PRecISion Medicine Center in Oncology, Villejuif, France
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10
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Su Y, Jin Y. A narrative review of papillary thyroid carcinoma-related long non-coding RNAs and their relevance to malignant tumors. Transl Cancer Res 2025; 14:2125-2149. [PMID: 40224997 PMCID: PMC11985200 DOI: 10.21037/tcr-24-1038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Accepted: 01/14/2025] [Indexed: 04/15/2025]
Abstract
Background and Objective In recent years, research on the relationship between papillary thyroid carcinoma (PTC) and long non-coding RNAs (lncRNAs) has been burgeoning. However, there has not been an analysis of the regulatory mechanisms of these lncRNAs in all tumors, nor a comprehensive categorization and comparison of these mechanisms. This review aims to uncover whether PTC-related lncRNAs also play an important role in other tumors and to identify a common pattern of action. Methods We conducted a statistical analysis of lncRNAs related to PTC that have been reported during the period from Jan 2022 to May 2024 through searching in the Embase, Web of Science, and PubMed databases, focusing on those with greater research value. Using them as the focal points of our study, we compiled data on their different regulatory mechanisms across various malignant tumors, emphasizing key findings. Key Content and Findings This comprehensive analysis not only provides valuable insights into potential regulatory mechanisms of these lncRNAs in PTC but also serves as a reference for exploring their broader regulatory networks within cancer. The principal discovery is that lncRNAs associated with PTC can competitively interact with microRNAs (miRNAs). This interaction influences miRNA-targeted messenger RNA (mRNA) and the expression of cancer-related proteins, ultimately facilitating the progression of PTC as well as other malignant tumors. Conclusions The lncRNAs associated with PTC exert regulatory functions in other malignancies as well and possess similar regulatory mechanisms. This provides a molecular basis for the future development of relevant targeted therapies.
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Affiliation(s)
- Yuanhao Su
- Department of General Surgery, The Second Affiliated Hospital, Xi’an Jiaotong University, Xi’an, China
| | - Yi Jin
- Cell and Gene Research Therapy Institute, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
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11
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Li C, Wang P, Dong Z, Cao W, Su Y, Zhang J, Zhao S, Wang Z, Lei Z, Shi L, Cheng R, Liu W. Single-cell transcriptomics analysis reveals that the tumor-infiltrating B cells determine the indolent fate of papillary thyroid carcinoma. J Exp Clin Cancer Res 2025; 44:91. [PMID: 40069827 PMCID: PMC11895268 DOI: 10.1186/s13046-025-03341-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2024] [Accepted: 02/20/2025] [Indexed: 03/15/2025] Open
Abstract
OBJECTIVE Active surveillance (AS) offers a viable alternative to surgical intervention for the management of indolent papillary thyroid carcinoma (PTC), helping to minimize the incidence of unnecessary treatment. However, the broader adoption of AS is hindered by the need for more reliable diagnostic markers. This study aimed to identify the differences between indolent and progressive PTC and find new targets for biomarker development and therapeutic strategies. METHODS We used single-cell RNA sequencing (scRNA-seq) to analyze cellular differences in 10 early-stage PTC tumors. Findings were validated in an additional 25 tumors using cell co-culture, migration assays, immunofluorescence staining, flow cytometry, and analysis of data from The Cancer Genome Atlas (TCGA). RESULTS Tumor-infiltrating B cells (TIL-B), particularly germinal center B cells (GC-B), were more abundant in indolent PTC. These cells suppressed thyroid cell proliferation in both indolent and progressive cases, though indolent PTC had a higher capacity to recruit peripheral B cells. In indolent cases, TIL-B cells showed increased proliferation and formed clusters within tertiary lymphoid structures (TLS). PTPRC-CD22 interactions were identified as potential drivers of TIL-B cell proliferation. Markers linked to GC-B cells, such as LMO2, were highlighted as potential diagnostic and prognostic indicators for indolent PTC. CONCLUSION This study provides insights into the cellular landscape of early-stage PTC, revealing distinct tumor and immune microenvironment features in indolent and progressive cases. These findings advance the understanding of indolent PTC biology and support the development of reliable diagnostic and prognostic biomarkers.
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Affiliation(s)
- Chunmei Li
- State Key Laboratory for Conservation and Utilization of Bio-resources and School of Life Sciences, Yunnan University, Kunming, Yunnan, 650091, China
| | - 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 Diseases of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Weihan Cao
- Department of Ultrasound Imaging, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Yanjun Su
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Diseases of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Jianming Zhang
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Diseases of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Shuyan Zhao
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Diseases of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Zhiyuan Wang
- Department of Pathology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Zi Lei
- Department of Pathology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Li Shi
- Endocrine and Metabolic Diseases Clinical Medical Center of Yunnan, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Ruochuan Cheng
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Diseases of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
| | - Wen Liu
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Diseases of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
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12
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Xia X, He C, Xue Z, Wang Y, Qin Y, Ren Z, Huang Y, Luo H, Chen HN, Zhang WH, Huang LB, Shi Y, Bai Y, Cai B, Wang L, Zhang F, Qian M, Zhang W, Shu Y, Yin G, Xu H, Xie Q. Single cell immunoprofile of synovial fluid in rheumatoid arthritis with TNF/JAK inhibitor treatment. Nat Commun 2025; 16:2152. [PMID: 40038288 PMCID: PMC11880340 DOI: 10.1038/s41467-025-57361-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 02/20/2025] [Indexed: 03/06/2025] Open
Abstract
Numerous patients with rheumatoid arthritis (RA) manifest severe syndromes, including elevated synovial fluid volumes (SF) with abundant immune cells, which can be controlled by TNF/JAK inhibitors. Here, we apply single-cell RNA sequencing (scRNA-seq) and subsequent validations in SF from RA patients. These analyses of synovial tissue show reduced density of SF-derived pathogenic cells (e.g., SPP1+ macrophages and CXCL13+CD4+ T cells), altered gene expression (e.g., SPP1 and STAT1), molecular pathway changes (e.g., JAK/STAT), and cell-cell communications in drug-specific manners in samples from patients pre-/post-treated with adalimumab/tofacitinib. Particularly, SPP1+ macrophages exhibit pronounced communication with CXCL13+CD4+ T cells, which are abolished after treatment and correlate with treatment efficacy. These pathogenic cell types alone or in combination can augment inflammation of fibroblast-like synoviocytes in vitro, while conditional Spp1 knocking-out reduces RA-related cytokine expression in collagen-induced arthritis mice models. Our study shows the functional role of SF-derived pathogenic cells in progression and drug-specific treatment outcomes in RA.
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Affiliation(s)
- Xuyang Xia
- Department of Rheumatology and Immunology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Laboratory Medicine/Research Centre of Clinical Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Division of Gastrointestinal Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Chenjia He
- Department of Rheumatology and Immunology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Zhinan Xue
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yuelan Wang
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yun Qin
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Zhixiang Ren
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yupeng Huang
- Department of Rheumatology and Immunology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Han Luo
- Division of Thyroid Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Hai-Ning Chen
- Colorectal Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Institute of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Wei-Han Zhang
- Institute of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Gastric Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Li-Bin Huang
- Division of Gastrointestinal Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Institute of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yunying Shi
- Department of Nephrology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yangjuan Bai
- Department of Laboratory Medicine/Research Centre of Clinical Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Bei Cai
- Department of Laboratory Medicine/Research Centre of Clinical Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Lanlan Wang
- Department of Laboratory Medicine/Research Centre of Clinical Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Feng Zhang
- Center for Precision Medicine, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, Zhejiang, China
| | - Maoxiang Qian
- Institute of Pediatrics and Department of Hematology and Oncology, National Children's Medical Center, Children's Hospital of Fudan University, Shanghai, China
- Shanghai Key Laboratory of Medical Epigenetics, International Co-laboratory of Medical Epigenetics and Metabolism (Ministry of Science and Technology), Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Wei Zhang
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yang Shu
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Institute of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Gastric Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Geng Yin
- Department of Rheumatology and Immunology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- Department of General Practice, General Practice Medical Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
| | - Heng Xu
- Department of Laboratory Medicine/Research Centre of Clinical Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- Institute of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- Tianfu Jincheng Laboratory, Chengdu, Sichuan, China.
| | - Qibing Xie
- Department of Rheumatology and Immunology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
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13
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Su Y, Mei L, Wu Y, Li C, Jiang T, Zhao Y, Feng X, Sun T, Li Y, Wang Z, Ji Y. Xenotropic and polytropic retrovirus receptor 1 (XPR1) promotes progression of papillary thyroid carcinoma via the BRAF-ERK1/2-P53 signaling pathway. J Endocrinol Invest 2025; 48:633-652. [PMID: 39487939 DOI: 10.1007/s40618-024-02481-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 10/19/2024] [Indexed: 11/04/2024]
Abstract
BACKGROUND Papillary thyroid carcinoma (PTC) is the most common type of thyroid cancer. Xenotropic and polytropic retrovirus receptor 1 (XPR1), identified as a cellular receptor, plays roles in many pathophysiological processes. However, the underlying function and molecular mechanisms of XPR1 in PTC remain unclear. Therefore, this study aimed to elucidate the role of XPR1 in the process of PTC and the potential mechanisms. METHODS RNA-sequencing was performed for gene differential expression analysis in PTC patients' tissues. Immunohistochemical assay, real-time PCR, and western blotting assay were used to determine the expression of XPR1, BRAF, and P53 in PTC tissues. The function of XPR1 on the progression of PTC was explored using in vitro and in vivo experiments. The molecular mechanism of XPR1 was investigated using gene silencing, ELISA, immunofluorescence, western blotting, and real-time PCR assays. RESULTS We found that XPR1 was markedly upregulated in PTC tissues compared to adjacent noncancerous tissues, suggesting that high expression of XPR1 could be correlated with poor patient disease-free survival in PTC. In addition, the expression of BRAF and P53 in PTC tissues was substantially higher than in adjacent noncancerous tissues. Silencing of XPR1 reduced the proliferation, migration, and invasion capacities of TPC-1 cells in vitro and effectively inhibited the tumorigenecity of PTC in vivo. More importantly, silencing of XPR1 in TPC-1 cells significantly decreased the expression of XPR1, BRAF, and P53 both in vitro and in vivo. Interestingly, we demonstrated that XPR1 may positively activate the BRAF-ERK-P53 signaling pathway, further promoting PTC progression. CONCLUSION The findings reveal a crucial role of XPR1 in PTC progression and prognosis via the BRAF-ERK1/2-P53 signaling pathway, providing potential therapeutic targets for treating PTC.
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Affiliation(s)
- Yuanhao Su
- Department of Geriatric General Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Lin Mei
- Scientific Research Center and Precision Medical Institute, The Second Affiliated Hospital, Xi'an Jiaotong University, 157 West 5th Road, Xi'an, 710004, Shaanxi, China
| | - Yongke Wu
- Department of Geriatric General Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Cheng Li
- Department of Geriatric General Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Tiantian Jiang
- Department of Geriatric General Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Yiyuan Zhao
- Department of Geriatric General Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Xin Feng
- Department of Geriatric General Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Tingkai Sun
- Department of Geriatric General Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Yunhao Li
- Department of Geriatric General Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Zhidong Wang
- Department of Geriatric General Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China.
| | - Yuanyuan Ji
- Scientific Research Center and Precision Medical Institute, The Second Affiliated Hospital, Xi'an Jiaotong University, 157 West 5th Road, Xi'an, 710004, Shaanxi, China.
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14
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Wang D, Lu R, Yan F, Lin Y, Wang H, Xiong H. Analysis of thyroid carcinoma composition and spatial architecture in the progression of dedifferentiation, lymphatic metastasis, and gastric metastasis. J Transl Med 2025; 23:213. [PMID: 39984992 PMCID: PMC11844095 DOI: 10.1186/s12967-025-06252-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Accepted: 02/11/2025] [Indexed: 02/23/2025] Open
Abstract
BACKGROUND Gastrointestinal metastases are rare in patients with thyroid carcinoma (TC), and their underlying mechanisms remain unclear. Thus, in this study, we aimed to explore the spatial distribution characteristics of TCs and associated gastrointestinal metastatic cells. METHODS We used spatial transcriptomics to generate an atlas that captures spatial gene expression patterns in papillary thyroid cancer (PTC), anaplastic thyroid carcinoma (ATC), ATC-associated lymphatic metastasis (ATC-LM), and rare ATC-associated gastric metastasis (ATC-GM). RESULTS We demonstrated that tumor-specific myeloid cells with high SFRP4 expression were correlated with TC dedifferentiation and poor prognosis. Moreover, we validated their close localization to CD44+ tissue stem cells using immunofluorescence staining and spatial transcriptomics. We also demonstrated that ATC-LM and ATC-GM tissues exhibited high levels of CD44+PKHD1L1+ cells, which could serve as markers for these two pathological types. CONCLUSIONS These findings highlight the dynamic changes in cell composition, intercellular communication, and potential markers associated with TC dedifferentiation and distant metastasis. Further research based on our findings may contribute to improving diagnostic and therapeutic strategies for patients with TC.
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Affiliation(s)
- Di Wang
- Institute of Immunology and Molecular Medicine, Jining Medical University, Jining, 272067, China
| | - Ruichun Lu
- Department of Cadre Healthcare/Geriatrics, Qingdao Hospital, University of Health Rehabilitation Sciences (Qingdao Municipal Hospital), Qingdao, 266017, China
| | - Fenglian Yan
- Institute of Immunology and Molecular Medicine, Jining Medical University, Jining, 272067, China
| | - Yansong Lin
- Department of Nuclear Medicine, Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100730, China
| | - Hao Wang
- Department of Radiotherapy, Qingdao Hospital, University of Health Rehabilitation Sciences (Qingdao Municipal Hospital), Qingdao, 266071, China.
| | - Huabao Xiong
- Institute of Immunology and Molecular Medicine, Jining Medical University, Jining, 272067, China.
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Li Y, Li H, Lin Y, Zhang D, Peng D, Liu X, Xie J, Hu P, Chen L, Luo H, Peng X. MetaQ: fast, scalable and accurate metacell inference via single-cell quantization. Nat Commun 2025; 16:1205. [PMID: 39885131 PMCID: PMC11782697 DOI: 10.1038/s41467-025-56424-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Accepted: 01/14/2025] [Indexed: 02/01/2025] Open
Abstract
To overcome the computational barriers of analyzing large-scale single-cell sequencing data, we introduce MetaQ, a metacell algorithm that scales to arbitrarily large datasets with linear runtime and constant memory usage. Inspired by cellular development, MetaQ conceptualizes each metacell as a collective ancestor of biologically similar cells. By quantizing cells into a discrete codebook, where each entry represents a metacell capable of reconstructing the original cells it quantizes, MetaQ identifies homogeneous cell subsets for efficient and accurate metacell inference. This approach reduces computational complexity from exponential to linear while maintaining or surpassing the performance of existing metacell algorithms. Extensive experiments demonstrate that MetaQ excels in downstream tasks such as cell type annotation, developmental trajectory inference, batch integration, and differential expression analysis. Thanks to its superior efficiency and effectiveness, MetaQ makes analyzing datasets with millions of cells practical, offering a powerful solution for single-cell studies in the era of high-throughput profiling.
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Affiliation(s)
- Yunfan Li
- School of Computer Science, Sichuan University, Chengdu, Sichuan, China
| | - Hancong Li
- Department of Thyroid and Parathyroid Surgery, Laboratory of Thyroid and Parathyroid Disease, Frontiers Science Center for Disease Related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Sichuan Clinical Research Center for Laboratory Medicine, Chengdu, Sichuan, China
| | - Yijie Lin
- School of Computer Science, Sichuan University, Chengdu, Sichuan, China
| | - Dan Zhang
- Department of Laboratory Medicine, State Key Laboratory of Biotherapy, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Dezhong Peng
- School of Computer Science, Sichuan University, Chengdu, Sichuan, China
| | - Xiting Liu
- School of Computer Science, Georgia Insitute of Technology, Atlanta, GA, USA
| | - Jie Xie
- College of Life Science, Sichuan Normal University, Chengdu, Sichuan, China
| | - Peng Hu
- School of Computer Science, Sichuan University, Chengdu, Sichuan, China
| | - Lu Chen
- Department of Laboratory Medicine, State Key Laboratory of Biotherapy, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Han Luo
- Department of Thyroid and Parathyroid Surgery, Laboratory of Thyroid and Parathyroid Disease, Frontiers Science Center for Disease Related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Sichuan Clinical Research Center for Laboratory Medicine, Chengdu, Sichuan, China
| | - Xi Peng
- School of Computer Science, Sichuan University, Chengdu, Sichuan, China.
- State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu, Sichuan, China.
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16
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Tiedje V, Greenberg J, Qin T, Im SY, Krishnamoorthy GP, Boucai L, Xu B, French JD, Sherman EJ, Ho AL, de Stanchina E, Socci ND, Jin J, Ghossein R, Knauf JA, Koche RP, Fagin JA. Loss of tumor cell MHC Class II drives insensitivity of BRAF-mutant anaplastic thyroid cancers to MAPK inhibitors. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.27.635086. [PMID: 40093098 PMCID: PMC11908150 DOI: 10.1101/2025.01.27.635086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
Cancer cells present neoantigens dominantly through MHC class I (MHCI) to drive tumor rejection through cytotoxic CD8+ T-cells. There is growing recognition that a subset of tumors express MHC class II (MHCII), causing recognition of antigens by TCRs of CD4+ T-cells that contribute to the anti-tumor response. We find that mouse Braf V600E -driven anaplastic thyroid cancers (ATC) respond markedly to the RAF + MEK inhibitors dabrafenib and trametinib (dab/tram) and that this is associated with upregulation of MhcII in cancer cells and increased CD4+ T-cell infiltration. A subset of recurrent tumors lose MhcII expression due to silencing of Ciita , the master transcriptional regulator of MhcII, despite preserved interferon gamma signal transduction, which can be rescued by EZH2 inhibition. Orthotopically-implanted Ciita -/- and H2-Ab1 -/- ATC cells into immune competent mice become unresponsive to the MAPK inhibitors. Moreover, depletion of CD4+, but not CD8+ T-cells, also abrogates response to dab/tram. These findings implicate MHCII-driven CD4+ T cell activation as a key determinant of the response of Braf-mutant ATCs to MAPK inhibition.
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Cheng Y, Chen X, Feng L, Yang Z, Xiao L, Xiang B, Wang X, Liu D, Lin P, Shi J, Song G, Qian W, Zhang B, Xu Y, Gao Z, Chen L, Wu Y, Ma J, Lin Y, Zhao H, Peng L, Mao X, Liu Y, Hou H, Yang M, Ji Y, Wang X, Zhou J, Xu X, Liu X, Wei W, Zhang X, Gao Q, Zhou H, Sun Y, Wu K, Fan J. Stromal architecture and fibroblast subpopulations with opposing effects on outcomes in hepatocellular carcinoma. Cell Discov 2025; 11:1. [PMID: 39870619 PMCID: PMC11772884 DOI: 10.1038/s41421-024-00747-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 10/29/2024] [Indexed: 01/29/2025] Open
Abstract
Dissecting the spatial heterogeneity of cancer-associated fibroblasts (CAFs) is vital for understanding tumor biology and therapeutic design. By combining pathological image analysis with spatial proteomics, we revealed two stromal archetypes in hepatocellular carcinoma (HCC) with different biological functions and extracellular matrix compositions. Using paired single-cell RNA and epigenomic sequencing with Stereo-seq, we revealed two fibroblast subsets CAF-FAP and CAF-C7, whose spatial enrichment strongly correlated with the two stromal archetypes and opposing patient prognosis. We discovered two functional units, one is the intratumor inflammatory hub featured by CAF-FAP plus CD8_PDCD1 proximity and the other is the marginal wound-healing hub with CAF-C7 plus Macrophage_SPP1 co-localization. Inhibiting CAF-FAP combined with anti-PD-1 in orthotopic HCC models led to improved tumor regression than either monotherapy. Collectively, our findings suggest stroma-targeted strategies for HCC based on defined stromal archetypes, raising the concept that CAFs change their transcriptional program and intercellular crosstalk according to the spatial context.
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Affiliation(s)
- Yifei Cheng
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiaofang Chen
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Li Feng
- Institute of Neuroscience, State Key Laboratory of Neuroscience, Key Laboratory of Primate Neurobiology, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai, China
| | - Zhicheng Yang
- Department of Analytical Chemistry, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Liyun Xiao
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
| | - Bin Xiang
- Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Shanghai, China
| | - Xiaodong Wang
- School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi, China
| | - Dongbin Liu
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
| | - Penghui Lin
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
| | - Jieyi Shi
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Guohe Song
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wulei Qian
- School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi, China
| | - Boan Zhang
- School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi, China
| | - Yanan Xu
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zheng Gao
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Lv Chen
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yingcheng Wu
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jiaqiang Ma
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Youpei Lin
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Haichao Zhao
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Lihua Peng
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
| | | | - Yang Liu
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Hao Hou
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Mingyu Yang
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
| | - Yuan Ji
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiaoying Wang
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jian Zhou
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xun Xu
- Guangdong Provincial Key Laboratory of Genome Read and Write, BGI Research, Shenzhen, Guangdong, China
| | - Xiyang Liu
- School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi, China
| | - Wu Wei
- Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Shanghai, China
| | - Xiaoming Zhang
- The Center for Microbes, Development and Health, Key Laboratory of Molecular Virology & Immunology, Shanghai Institute of Immunity and Infection, Chinese Academy of Sciences, Shanghai, China
| | - Qiang Gao
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Hu Zhou
- Department of Analytical Chemistry, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China.
- University of Chinese Academy of Sciences, Beijing, China.
| | - Yidi Sun
- Institute of Neuroscience, State Key Laboratory of Neuroscience, Key Laboratory of Primate Neurobiology, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai, China.
| | - Kui Wu
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China.
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China.
- Institute of Intelligent Medical Research (IIMR), BGI Genomics, Shenzhen, Guangdong, China.
| | - Jia Fan
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.
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18
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Lacka K, Maciejewski A, Tyburski P, Manuszewska-Jopek E, Majewski P, Więckowska B. Rationale for Testing TP53 Mutations in Thyroid Cancer-Original Data and Meta-Analysis. Int J Mol Sci 2025; 26:1035. [PMID: 39940804 PMCID: PMC11817394 DOI: 10.3390/ijms26031035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Revised: 01/15/2025] [Accepted: 01/21/2025] [Indexed: 02/16/2025] Open
Abstract
The p53 protein is a tumor-suppressing transcription factor that is critical in tumorigenesis. While TP53 mutations are rare in differentiated thyroid cancer (DTC), they are significantly more common in anaplastic thyroid cancer (ATC). This study presents original results and a meta-analysis reevaluating the prognostic value of TP53 mutations in thyroid cancer, including surrogate markers such as immunohistochemical p53 expression and serum p53-Abs levels. TP53 mutations were analyzed using SSSP and direct sequencing in a DTC group (15 patients), an ATC group (3 patients), and a control group (25 patients). The immunohistochemical p53 expression was assessed in tissue samples. A meta-analysis of 14 eligible studies identified through the PubMed, Scopus, Google Scholar, and Cochrane databases was conducted. Our results showed TP53 mutations in all ATC cases, 6.67% of DTC cases (1 out of 15), and none in the control group. Immunohistochemical p53 overexpression was observed in 4 out of 15 DTC (26.67%) and all ATC cases but absent in controls. A meta-analysis confirmed that TP53 mutations are significantly more frequent in ATC than controls (OR 8.95; 95% CI: 1.36-58.70; p = 0.02) but not in DTC vs. controls (OR 1.87; 95% CI: 0.53-6.58; p = 0.33). p53 overexpression was significantly higher in both DTC and ATC vs. controls (OR 7.99; 95% CI: 5.11-12.51; p < 0.01 and OR 64.37; 95% CI: 27.28-151.89; p < 0.01, respectively). The serum p53-Abs positivity was also elevated in patients with PTC vs. controls (OR 2.07; 95% CI: 1.24-3.47; p < 0.01). TP53 mutations are frequent events in the pathogenesis of ATC. In DTC, further prospective studies are needed to determine the prognostic value of TP53 mutations and related surrogate markers (immunohistochemical p53 expression, p53-Abs positivity).
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Affiliation(s)
- Katarzyna Lacka
- Department of Endocrinology, Metabolism and Internal Medicine, Poznan University of Medical Sciences, 60-355 Poznan, Poland
| | - Adam Maciejewski
- Department of Endocrinology, Metabolism and Internal Medicine, Poznan University of Medical Sciences, 60-355 Poznan, Poland
| | - Piotr Tyburski
- Student Scientific Society, Poznan University of Medical Sciences, 60-806 Poznan, Poland
| | | | - Przemysław Majewski
- Department of Clinical Pathomorphology, Poznan University of Medical Sciences, 60-355 Poznan, Poland
| | - Barbara Więckowska
- Department of Computer Science and Statistics, Poznan University of Medical Science, 60-806 Poznan, Poland
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19
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Wang JR, Zafereo ME, Cabanillas ME, Wu CC, Xu L, Dai Y, Wang W, Lai SY, Henderson Y, Erasmus L, Williams MD, Joshu C, Ray D. The Association Between Thyroid Differentiation Score and Survival Outcomes in Papillary Thyroid Carcinoma. J Clin Endocrinol Metab 2025; 110:356-363. [PMID: 39087944 PMCID: PMC11747754 DOI: 10.1210/clinem/dgae532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 07/17/2024] [Accepted: 07/30/2024] [Indexed: 08/02/2024]
Abstract
CONTEXT Thyroid differentiation score (TDS), calculated based on mRNA expression levels of 16 genes controlling thyroid metabolism and function, has been proposed as a measure to quantify differentiation in papillary thyroid carcinoma (PTC). OBJECTIVE The objective of this study is to determine whether TDS is associated with survival outcomes across patient cohorts. METHODS Two independent cohorts of patients with PTC were used: (1) The Cancer Genome Atlas (TCGA) thyroid cancer study (N = 372), (2) MD Anderson Cancer Center (MDACC) cohort (N = 111). The primary survival outcome of interest was progression-free interval (PFI). Association with overall survival (OS) was also explored. The Kaplan-Meier method and Cox proportional hazards models were used for survival analyses. RESULTS In both cohorts, TDS was associated with tumor and nodal stage at diagnosis as well as tumor driver mutation status. High TDS was associated with longer PFI on univariable analyses across cohorts. After adjusting for overall stage, TDS remained significantly associated with PFI in the MDACC cohort only (adjusted hazard ratio [aHR] 0.67, 95% CI 0.52-0.85). In subgroup analyses stratified by tumor driver mutation status, higher TDS was most consistently associated with longer PFI in BRAFV600E-mutated tumors in the MDACC cohort after adjusting for overall stage (TCGA: aHR 0.60, 95% CI 0.33-1.07; MDACC: aHR 0.59, 95% CI 0.42-0.82). For OS, increasing TDS was associated with longer OS in the overall MDACC cohort (aHR = 0.78, 95% CI 0.63-0.96), where the median duration of follow-up was 12.9 years. CONCLUSION TDS quantifies the spectrum of differentiation status in PTC and may serve as a potential prognostic biomarker in PTC, mostly promisingly in BRAFV600E-mutated tumors.
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Affiliation(s)
- Jennifer R Wang
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Mark E Zafereo
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Maria E Cabanillas
- Department of Endocrine Neoplasia & Hormonal Disorders, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Chia Chin Wu
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Li Xu
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yaoyi Dai
- Department of Bioinformatics and Computational Biology, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Wenyi Wang
- Department of Bioinformatics and Computational Biology, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Stephen Y Lai
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Ying Henderson
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Lauren Erasmus
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Michelle D Williams
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Corinne Joshu
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Debashree Ray
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
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20
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Huang CY, Xie RH, Li PH, Chen CY, You BH, Sun YC, Chou CK, Chang YH, Lin WC, Chen GY. Environmental Exposure to Bisphenol A Enhances Invasiveness in Papillary Thyroid Cancer. Int J Mol Sci 2025; 26:814. [PMID: 39859529 PMCID: PMC11766120 DOI: 10.3390/ijms26020814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Revised: 01/08/2025] [Accepted: 01/16/2025] [Indexed: 01/30/2025] Open
Abstract
Bisphenol A (BPA) is a prevalent environmental contaminant found in plastics and known for its endocrine-disrupting properties, posing risks to both human health and the environment. Despite its widespread presence, the impact of BPA on papillary thyroid cancer (PTC) progression, especially under realistic environmental conditions, is not well understood. This study examined the effects of BPA on PTC using a 3D thyroid papillary tumor spheroid model, which better mimicked the complex interactions within human tissues compared to traditional 2D models. Our findings demonstrated that BPA, at environmentally relevant concentrations, could induce significant changes in PTC cells, including a decrease in E-cadherin expression, an increase in vimentin expression, and reduced thyroglobulin (TG) secretion. These changes suggest that BPA exposure may promote epithelial-mesenchymal transition (EMT), enhance invasiveness, and reduce cell differentiation, potentially complicating treatment, including by increasing resistance to radioiodine therapy. This research highlights BPA's hazardous nature as an environmental contaminant and emphasizes the need for advanced in vitro models, like 3D tumor spheroids, to better assess the risks posed by such chemicals. It provides valuable insights into the environmental implications of BPA and its role in thyroid cancer progression, enhancing our understanding of endocrine-disrupting chemicals.
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Affiliation(s)
- Chien-Yu Huang
- Department of Electrical and Computer Engineering, College of Electrical and Computer Engineering, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan; (C.-Y.H.); (R.-H.X.); (C.-Y.C.)
- Institute of Biomedical Engineering, College of Electrical and Computer Engineering, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan; (P.-H.L.); (B.-H.Y.); (Y.-C.S.)
| | - Ren-Hao Xie
- Department of Electrical and Computer Engineering, College of Electrical and Computer Engineering, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan; (C.-Y.H.); (R.-H.X.); (C.-Y.C.)
- Institute of Biomedical Engineering, College of Electrical and Computer Engineering, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan; (P.-H.L.); (B.-H.Y.); (Y.-C.S.)
| | - Pin-Hsuan Li
- Institute of Biomedical Engineering, College of Electrical and Computer Engineering, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan; (P.-H.L.); (B.-H.Y.); (Y.-C.S.)
| | - Chong-You Chen
- Department of Electrical and Computer Engineering, College of Electrical and Computer Engineering, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan; (C.-Y.H.); (R.-H.X.); (C.-Y.C.)
- Institute of Biomedical Engineering, College of Electrical and Computer Engineering, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan; (P.-H.L.); (B.-H.Y.); (Y.-C.S.)
| | - Bo-Hong You
- Institute of Biomedical Engineering, College of Electrical and Computer Engineering, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan; (P.-H.L.); (B.-H.Y.); (Y.-C.S.)
| | - Yuan-Chin Sun
- Institute of Biomedical Engineering, College of Electrical and Computer Engineering, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan; (P.-H.L.); (B.-H.Y.); (Y.-C.S.)
| | - Chen-Kai Chou
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 833, Taiwan; (C.-K.C.); (Y.-H.C.)
| | - Yen-Hsiang Chang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 833, Taiwan; (C.-K.C.); (Y.-H.C.)
- Department of Nuclear Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
| | - Wei-Che Lin
- Division of Neuroradiology, Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
| | - Guan-Yu Chen
- Department of Electrical and Computer Engineering, College of Electrical and Computer Engineering, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan; (C.-Y.H.); (R.-H.X.); (C.-Y.C.)
- Institute of Biomedical Engineering, College of Electrical and Computer Engineering, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan; (P.-H.L.); (B.-H.Y.); (Y.-C.S.)
- Center for Intelligent Drug Systems and Smart Bio-Devices (IDSB), National Yang Ming Chiao Tung University, Hsinchu 300093, Taiwan
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan
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21
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Loberg MA, Xu GJ, Chen SC, Chen HC, Wahoski CC, Caroland KP, Tigue ML, Hartmann HA, Gallant JN, Phifer CJ, Ocampo A, Wang DK, Fankhauser RG, Karunakaran KA, Wu CC, Tarabichi M, Shaddy SM, Netterville JL, Rohde SL, Solorzano CC, Bischoff LA, Baregamian N, Murphy BA, Choe JH, Wang JR, Huang EC, Sheng Q, Kagohara LT, Jaffee EM, Belcher RH, Lau KS, Ye F, Lee E, Weiss VL. An integrated single-cell and spatial transcriptomic atlas of thyroid cancer progression identifies prognostic fibroblast subpopulations. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.08.631962. [PMID: 39829764 PMCID: PMC11741347 DOI: 10.1101/2025.01.08.631962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
Thyroid cancer progression from curable well-differentiated thyroid carcinoma to highly lethal anaplastic thyroid carcinoma is distinguished by tumor cell de-differentiation and recruitment of a robust stromal infiltrate. Combining an integrated thyroid cancer single-cell sequencing atlas with spatial transcriptomics and bulk RNA-sequencing, we define stromal cell subpopulations and tumor-stromal cross-talk occurring across the histologic and mutational spectrum of thyroid cancer. We identify distinct inflammatory and myofibroblastic cancer-associated fibroblast (iCAF and myCAF) populations and perivascular-like populations. The myCAF population is only found in malignant samples and is associated with tumor cell invasion, BRAF V600E mutation, lymph node metastasis, and disease progression. Tumor-adjacent myCAFs abut invasive tumor cells with a partial epithelial-to-mesenchymal phenotype. Tumor-distant iCAFs infiltrate inflammatory autoimmune thyroid lesions and anaplastic tumors. In summary, our study provides an integrated atlas of thyroid cancer fibroblast subtypes and spatial characterization at sites of tumor invasion and de-differentiation, defining the stromal reorganization central to disease progression.
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22
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İlhan H, Kabakcı D, Seçme M. Cytotoxic effects of bee venom-loaded ZIF-8 nanoparticles on thyroid cancer cells: a promising strategy for targeted therapy. Med Oncol 2024; 42:32. [PMID: 39699709 DOI: 10.1007/s12032-024-02584-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Accepted: 12/10/2024] [Indexed: 12/20/2024]
Abstract
Thyroid cancer continues to be a notable health issue, requiring the creation of novel treatment methods to enhance patient results. The objective of this study is to investigate the potential of utilizing bee venom (BV)-loaded zeolitic imidazolate framework-8 (ZIF-8) nanoparticles as a novel strategy for specifically targeting and treating medullary thyroid cancer cells. Due to their wide surface area and configurable pore size, ZIF-8 nanoparticles are ideal for drug delivery. Bee venom's cytotoxic capabilities are used in ZIF-8 nanoparticles to target thyroid cancer cells more effectively. ZIF-8 nanoparticles containing bee venom were tested on TT medullary thyroid cancer cell lines. The effects of these nanoparticles on cell viability, proliferation, and apoptosis were investigated. IC50 value at 24 h for BV-ZIF-8 nanoparticles in TT medullary thyroid carcinoma cells was determined to be 17.19 µg/mL, while the IC50 value at 48 h was determined to be 16.39 µg/mL. It has been demonstrated that nanoparticle treatment upregulates the Bax and caspase-3 genes while downregulating the Bcl-2, CCND1, and CDK4 genes. Additionally, it was observed that oxidative stress was triggered in the nanoparticle-treated group. Furthermore, an examination of its mechanisms was conducted, with a specific emphasis on the modulation of critical signaling pathways that are implicated in the progression of cancer. In thyroid cancer cells, ZIF-8 nanoparticles infused with bee venom promote programmed cell death and impair key biological processes.
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Affiliation(s)
- Hasan İlhan
- Department of Biotechnology, Institute of Biotechnology, Ankara University, Ankara, Turkey
| | - Dilek Kabakcı
- Department of Animal Production and Technologies, Faculty of Applied Sciences, Muş Alparslan University, Muş, Turkey
| | - Mücahit Seçme
- Department of Medical Biology, Faculty of Medicine, Ordu University, Ordu, Turkey.
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23
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Nkosi D, Crowe WE, Altman BJ, Oltvai ZN, Giampoli EJ, Velez MJ. SATB2 is an Emergent Biomarker of Anaplastic Thyroid Carcinoma: A Series with Comprehensive Biomarker and Molecular Studies. Endocr Pathol 2024; 35:432-441. [PMID: 39499447 DOI: 10.1007/s12022-024-09833-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/21/2024] [Indexed: 11/07/2024]
Abstract
Anaplastic thyroid carcinoma (ATC) is a rare and aggressive thyroid malignancy typically comprised of undifferentiated tumor cells with various histologic morphologies, which makes the diagnosis challenging. These tumors commonly show loss of thyroglobulin and TTF1 with preservation of cytokeratin (67%) and Paired Box Gene 8 (PAX8) (55%) expression. Identification of a sensitive immunohistochemical stain to aid in the diagnosis of ATC would be beneficial. Immunohistochemistry (IHC) against special AT-rich sequence-binding protein 2 (SATB2) protein is a sensitive and specific marker expressed in colorectal adenocarcinoma and bone or soft tissue tumors with osteoblastic differentiation. However, SATB2 is also expressed in other sarcomatous/undifferentiated neoplasms lacking osteoblastic differentiation. Using quantitative reverse transcription PCR (RT-qPCR) we showed that there is variable expression of SATB2 mRNA expression in ATCs. To evaluate the role of SATB2 protein expression in ATC, we performed PAX8, SATB2, pancytokeratin (AE1/AE3 & CAM5.2), claudin-4 and TTF1 immunostaining on 23 cases. ATCs showed retained expression of PAX8 in 65% (15/23); SATB2 was detected in 74% (17/23); pancytokeratin was expressed in 65% (15/23); claudin-4 was expressed in 35% (8/23) and TTF1 showed expression in 13% (3/23) of cases. Furthermore, 83% (5/6) of ATCs which lacked SATB2 expression, retained PAX8 expression, while 88% (7/8) of the tumors without PAX8 expression were positive for SATB2. Differentiated follicular cell-derived thyroid cancers (n = 30), differentiated high grade thyroid carcinoma (n = 3), and poorly differentiated thyroid carcinoma (n = 8) were negative for SATB2 immunoreactivity. Next-generation selected cases detected the commonly identified oncogenic variants including those in BRAF, RAS, TP53, and TERT promoter. Overall, we hereby demonstrate that SATB2 IHC may be used to support the diagnosis of ATC.
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Affiliation(s)
- Dingani Nkosi
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY, 14642, USA
| | - William E Crowe
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY, 14642, USA
| | - Brian J Altman
- Department of Biomedical Genetics, University of Rochester School of Medicine and Dentistry, Rochester, NY, 14642, USA
- Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, 14642, USA
| | - Zoltán N Oltvai
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY, 14642, USA
| | - Ellen J Giampoli
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY, 14642, USA
| | - Moises J Velez
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY, 14642, USA.
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Zhang X, Guo L, Tian W, Yang Y, Yin Y, Qiu Y, Wang W, Li Y, Zhang G, Zhao X, Wang G, Lin Z, Yang M, Zhao W, Lu D. CD36+ Proinflammatory Macrophages Interact with ZCCHC12+ Tumor Cells in Papillary Thyroid Cancer Promoting Tumor Progression and Recurrence. Cancer Immunol Res 2024; 12:1621-1639. [PMID: 39178310 DOI: 10.1158/2326-6066.cir-23-1047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 04/28/2024] [Accepted: 08/21/2024] [Indexed: 08/25/2024]
Abstract
Local recurrence and distal metastasis negatively impact the survival and quality of life in patients with papillary thyroid cancer (PTC). Therefore, identifying potential biomarkers and therapeutic targets for PTC is clinically crucial. In this study, we performed a multiomics analysis that identified a subset of CD36+ proinflammatory macrophages within the tumor microenvironment of PTC. The recruitment of CD36+ macrophages to premalignant regions strongly correlated with unfavorable outcomes in PTC, and the presence of tumor-infiltrating CD36+ macrophages was determined to be a risk factor for recurrence. The CD36+ macrophages exhibited interactions with metabolically active ZCCHC12+ tumor cells. By secreting SPP1, the CD36+ macrophages activated the PI3K-AKT signaling pathway, thereby promoting proliferation of the cancer cells. Dysregulation of iodine metabolism was closely related to the acquisition of the pro-inflammatory phenotype in macrophages. Iodine supplementation inhibited the activation of proinflammatory signaling and impeded the development of CD36+ macrophages by enhancing DUSP2 expression. Overall, our findings shed light on the intricate cross-talk between CD36+ macrophages and ZCCHC12+ tumor cells, providing valuable insights for the treatment and prognosis of PTC.
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Affiliation(s)
- Xin Zhang
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University, Beijing, P.R. China
| | - Limei Guo
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University, Beijing, P.R. China
| | - Wenyu Tian
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University, Beijing, P.R. China
| | - Ying Yang
- Department of Blood Transfusion, Peking University People's Hospital, Beijing, P.R. China
| | - Yue Yin
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University, Beijing, P.R. China
| | - Yaruo Qiu
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University, Beijing, P.R. China
| | - Weixuan Wang
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University, Beijing, P.R. China
| | - Yang Li
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University, Beijing, P.R. China
| | - Guangze Zhang
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University, Beijing, P.R. China
| | - Xuyang Zhao
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University, Beijing, P.R. China
| | - Guangxi Wang
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University, Beijing, P.R. China
| | - Zhiqiang Lin
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University, Beijing, P.R. China
| | - Meng Yang
- Department of General Surgery, China-Japan Friendship Hospital, Beijing, P.R. China
| | - Wei Zhao
- Department of Clinical Laboratory, China-Japan Friendship Hospital, Beijing, P.R. China
| | - Dan Lu
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University, Beijing, P.R. China
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25
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Saito A, Omura I, Imaizumi K. CREB3L1/OASIS: cell cycle regulator and tumor suppressor. FEBS J 2024; 291:4853-4866. [PMID: 38215153 DOI: 10.1111/febs.17052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 11/09/2023] [Accepted: 01/05/2024] [Indexed: 01/14/2024]
Abstract
Cell cycle checkpoints detect DNA errors, eventually arresting the cell cycle to promote DNA repair. Failure of such cell cycle arrest causes aberrant cell proliferation, promoting the pathogenesis of multiple diseases, including cancer. Endoplasmic reticulum (ER) stress transducers activate the unfolded protein response, which not only deals with unfolded proteins in ER lumen but also orchestrates diverse physiological phenomena such as cell differentiation and lipid metabolism. Among ER stress transducers, cyclic AMP-responsive element-binding protein 3-like protein 1 (CREB3L1) [also known as old astrocyte specifically induced substance (OASIS)] is an ER-resident transmembrane transcription factor. This molecule is cleaved by regulated intramembrane proteolysis, followed by activation as a transcription factor. OASIS is preferentially expressed in specific cells, including astrocytes and osteoblasts, to regulate their differentiation. In accordance with its name, OASIS was originally identified as being upregulated in long-term-cultured astrocytes undergoing cell cycle arrest because of replicative stress. In the context of cell cycle regulation, previously unknown physiological roles of OASIS have been discovered. OASIS is activated as a transcription factor in response to DNA damage to induce p21-mediated cell cycle arrest. Although p21 is directly induced by the master regulator of the cell cycle, p53, no crosstalk occurs between p21 induction by OASIS or p53. Here, we summarize previously unknown cell cycle regulation by ER-resident transcription factor OASIS, particularly focusing on commonalities and differences in cell cycle arrest between OASIS and p53. This review also mentions tumorigenesis caused by OASIS dysfunctions, and OASIS's potential as a tumor suppressor and therapeutic target.
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Affiliation(s)
- Atsushi Saito
- Department of Biochemistry, Institute of Biomedical & Health Sciences, Hiroshima University, Japan
| | - Issei Omura
- Department of Biochemistry, Institute of Biomedical & Health Sciences, Hiroshima University, Japan
| | - Kazunori Imaizumi
- Department of Biochemistry, Institute of Biomedical & Health Sciences, Hiroshima University, Japan
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26
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Ma H, Li G, Huo D, Su Y, Jin Q, Lu Y, Sun Y, Zhang D, Chen X. Impact of Hashimoto's thyroiditis on the tumor microenvironment in papillary thyroid cancer: insights from single-cell analysis. Front Endocrinol (Lausanne) 2024; 15:1339473. [PMID: 39351536 PMCID: PMC11439672 DOI: 10.3389/fendo.2024.1339473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 07/05/2024] [Indexed: 10/04/2024] Open
Abstract
This study investigates the impact of Hashimoto's thyroiditis (HT), an autoimmune disorder, on the papillary thyroid cancer (PTC) microenvironment using a dataset of 140,456 cells from 11 patients. By comparing PTC cases with and without HT, we identify HT-specific cell populations (HASCs) and their role in creating a TSH-suppressive environment via mTE3, nTE0, and nTE2 thyroid cells. These cells facilitate intricate immune-stromal communication through the MIF-(CD74+CXCR4) axis, emphasizing immune regulation in the TSH context. In the realm of personalized medicine, our HASC-focused analysis within the TCGA-THCA dataset validates the utility of HASC profiling for guiding tailored therapies. Moreover, we introduce a novel, objective method to determine K-means clustering coefficients in copy number variation inference from bulk RNA-seq data, mitigating the arbitrariness in conventional coefficient selection. Collectively, our research presents a detailed single-cell atlas illustrating HT-PTC interactions, deepening our understanding of HT's modulatory effects on PTC microenvironments. It contributes to our understanding of autoimmunity-carcinogenesis dynamics and charts a course for discovering new therapeutic targets in PTC, advancing cancer genomics and immunotherapy research.
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Affiliation(s)
- Hongzhe Ma
- Department of Pharmacogenomics, College of Bioinformatics and Science Technology, Harbin Medical University, Harbin, China
| | - Guoqi Li
- Department of Pharmacogenomics, College of Bioinformatics and Science Technology, Harbin Medical University, Harbin, China
| | - Diwei Huo
- Department of Urology Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yangguang Su
- Department of Pharmacogenomics, College of Bioinformatics and Science Technology, Harbin Medical University, Harbin, China
| | - Qing Jin
- Department of Pharmacogenomics, College of Bioinformatics and Science Technology, Harbin Medical University, Harbin, China
| | - Yangxu Lu
- Department of Pharmacogenomics, College of Bioinformatics and Science Technology, Harbin Medical University, Harbin, China
| | - Yanyan Sun
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Denan Zhang
- Department of Pharmacogenomics, College of Bioinformatics and Science Technology, Harbin Medical University, Harbin, China
| | - Xiujie Chen
- Department of Pharmacogenomics, College of Bioinformatics and Science Technology, Harbin Medical University, Harbin, China
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Kim GD, Lim C, Park J. A practical handbook on single-cell RNA sequencing data quality control and downstream analysis. Mol Cells 2024; 47:100103. [PMID: 39094968 PMCID: PMC11374959 DOI: 10.1016/j.mocell.2024.100103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 07/19/2024] [Accepted: 07/29/2024] [Indexed: 08/04/2024] Open
Abstract
Advancements in single-cell analysis have facilitated high-resolution observation of the transcriptome in individual cells. However, standards for obtaining high-quality cells and data analysis pipelines remain variable. Here, we provide the groundwork for improving the quality of single-cell analysis by delineating guidelines for selecting high-quality cells and considerations throughout the analysis. This review will streamline researchers' access to single-cell analysis and serve as a valuable guide for analysis.
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Affiliation(s)
- Gyeong Dae Kim
- School of Life Sciences, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea
| | - Chaemin Lim
- School of Life Sciences, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea
| | - Jihwan Park
- School of Life Sciences, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea.
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28
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Chen XY, Tan Y, Wang D, Wei ZX. Radioactive iodine therapy for thyroid cancer coexisting with Hashimoto's thyroiditis: a systematic review and meta-analysis. Br J Radiol 2024; 97:1423-1430. [PMID: 38870537 PMCID: PMC11256929 DOI: 10.1093/bjr/tqae118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 05/16/2024] [Accepted: 06/07/2024] [Indexed: 06/15/2024] Open
Abstract
OBJECTIVES To investigate the clinical character of differentiated thyroid cancer (DTC) coexisting with Hashimoto's thyroiditis (HT) and provide state-of-art evidence for personalized radioactive iodine-131 therapy (RAIT) for patients coexisting with HT. METHODS From January 2000 to January 2023, PubMed, Embase, and Web of Science databases were searched for relevant original articles that published in English on the RAIT efficacy for DTC with HT. RevMan 5.4 and Stata 17.0 were used for data analysis. RESULTS Eleven studies involving 16 605 DTC patients (3321 with HT) were included. HT was more frequent in female (OR: 2.90, 95% confidence interval [CI]: 1.77-4.76, P < .00001). The size of tumour (MD: -0.20, 95% CI: -0.30 to -0.11), extrathyroidal extension rate (OR: 0.77, 95% CI: 0.67-0.90), and metastasis rate (OR: 0.18, 95% CI: 0.08-0.41) were less in HT, but tumour, node, metastasis (TNM) stage had no significant difference among HT and non-HT group. Disease-free survival (DFS) rate (OR: 1.96, 95% CI: 1.57-2.44, P < .00001), 5-year DFS (OR: 1.73, 95% CI: 1.04-2.89, P = .04), and 10-year DFS (OR: 1.56, 95% CI: 1.17-2.09, P = .003) were higher in HT group. The recurrent (OR: 0.62, 95% CI: 0.45-0.83, P = .002), RAIT dosage (MD = -38.71, 95% CI: -60.86 to -16.56, P = .0006), and treatment (MD: -0.13, 95% CI: -0.22 to -0.03, P = .008) were less in HT group. CONCLUSIONS DTC coexisting with HT was associated with less invasion. DFS of HT group was higher than non-HT group after RAIT. Low-dose treatment did not impair the efficacy of RAIT in DTC with HT. ADVANCES IN KNOWLEDGE Hashimoto's thyroiditis is a risk for DTC, but it minimalizes the progression of cancer and enhance the efficacy of RAIT, which should be considered in personalizing RAIT.
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Affiliation(s)
- Xiang-Yi Chen
- Department of Nuclear Medicine, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, China
| | - Yang Tan
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, China
| | - Dawei Wang
- Department of Nuclear Medicine, The Sixth Medical Center of PLA General Hospital, Beijing 100048, China
| | - Zhi-Xiao Wei
- Department of Nuclear Medicine, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, China
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29
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Barbaro D, Forleo R, Profilo MA, Lapi P, Giani C, Torregrossa L, Macerola E, Materazzi G. Neoadjuvant treatment with lenvatinib and pembrolizumab in a BRAF V600E-mutated anaplastic thyroid cancer: a case report. Front Endocrinol (Lausanne) 2024; 15:1389294. [PMID: 39045273 PMCID: PMC11263007 DOI: 10.3389/fendo.2024.1389294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 06/14/2024] [Indexed: 07/25/2024] Open
Abstract
Background Tyrosine kinase inhibitors (TKIs) and immunotherapy have been proposed for advanced metastatic anaplastic thyroid cancer (ATC). We report a case of BRAF V600E-mutated ATC in which lenvatinib (L) plus pembrolizumab (P) enabled neoadjuvant treatment. Case presentation A male patient aged 65 years presented with a rapidly enlarging left latero-cervical mass. Fine needle aspiration was suggestive of ATC. Surgical consultation excluded radical surgery. While awaiting molecular profile analysis and considering the fast evolution of the disease, treatment with L and P was started. L was started at a dose of 14 mg daily, while P was started at the standard regimen (200 mg every 3 weeks). After 1 month, computerized tomography showed a reduction in the mass with almost complete colliquative degeneration, and the carotid artery wall was free from infiltration. Radical surgery was performed. Histology confirmed papillary thyroid cancer (PTC) in the left lobe and ATC with extensive necrosis in the left latero-cervical lymph node metastasis. The margins were free of tumors (R0). A BRAF V600E mutation was present in both PTC and ATC. At the 1-year follow-up, the patient was free of disease. Conclusion L and P in combination also appeared to be effective as a neoadjuvant treatment for BRAF V600E-mutated ATC. This combination treatment could be used when there is an opportunity for complete resection of the cancer, and as soon as possible. The intermediate dose of 14 mg of L appeared to be well tolerated and effective.
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Affiliation(s)
- Daniele Barbaro
- Endocrinology ASL Nord-West, Spedali Riuniti, Livorno, Italy
| | | | | | - Paola Lapi
- Endocrinology ASL Nord-West, Spedali Riuniti, Livorno, Italy
| | - Carlotta Giani
- Endocrinology ASL Nord-West, Spedali Riuniti, Livorno, Italy
| | | | | | - Gabriele Materazzi
- Department of Surgery, Endocrine Surgery, University of Pisa, Pisa, Italy
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30
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Su Y, Mei L, Jiang T, Wang Z, Ji Y. Novel role of lncRNAs regulatory network in papillary thyroid cancer. Biochem Biophys Rep 2024; 38:101674. [PMID: 38440062 PMCID: PMC10909982 DOI: 10.1016/j.bbrep.2024.101674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 02/19/2024] [Accepted: 02/22/2024] [Indexed: 03/06/2024] Open
Abstract
Papillary thyroid cancer (PTC) is the most common endocrine malignancy. The incidence of PTC has increased annually worldwide. Thus, PTC diagnosis and treatment attract more attention. Noncoding RNAs (lncRNAs) play crucial roles in PTC progression and act as prognostic biomarkers. Moreover, microRNAs (miRNAs) and epithelial-mesenchymal transition (EMT)-associated proteins have potential biomarkers for diagnosing and treating PTC. However, the correlation of lncRNAs with miRNAs and EMT-associated proteins needs further clarification. The present review highlights the recent advances of lncRNAs in PTC. We significantly summarized the two molecular regulatory mechanisms in PTC progress, including lncRNAs-miRNAs-protein signaling axes and lncRNAs-EMT pathways. This review will help our understanding of the association between lncRNAs and PTC and may assist us in evaluating the prognosis for PTC patients. Taken together, targeting the lncRNAs regulatory network has promising applications in diagnosing and treating PTC.
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Affiliation(s)
- Yuanhao Su
- Department of General Surgery, The Second Affiliated Hospital, Xi'an Jiaotong, University, Xi'an, 710004, China
| | - Lin Mei
- Scientific Research Center and Precision Medical Institute, The Second Affiliated, Hospital, Xi'an Jiaotong University, Xi'an, 710004, China
| | - Tiantian Jiang
- Department of General Surgery, The Second Affiliated Hospital, Xi'an Jiaotong, University, Xi'an, 710004, China
| | - Zhidong Wang
- Department of General Surgery, The Second Affiliated Hospital, Xi'an Jiaotong, University, Xi'an, 710004, China
| | - Yuanyuan Ji
- Scientific Research Center and Precision Medical Institute, The Second Affiliated, Hospital, Xi'an Jiaotong University, Xi'an, 710004, China
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31
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Bae SG, Yin GN, Ock J, Suh JK, Ryu JK, Park J. Single-cell transcriptome analysis of cavernous tissues reveals the key roles of pericytes in diabetic erectile dysfunction. eLife 2024; 12:RP88942. [PMID: 38856719 PMCID: PMC11164535 DOI: 10.7554/elife.88942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2024] Open
Abstract
Erectile dysfunction (ED) affects a significant proportion of men aged 40-70 and is caused by cavernous tissue dysfunction. Presently, the most common treatment for ED is phosphodiesterase 5 inhibitors; however, this is less effective in patients with severe vascular disease such as diabetic ED. Therefore, there is a need for development of new treatment, which requires a better understanding of the cavernous microenvironment and cell-cell communications under diabetic condition. Pericytes are vital in penile erection; however, their dysfunction due to diabetes remains unclear. In this study, we performed single-cell RNA sequencing to understand the cellular landscape of cavernous tissues and cell type-specific transcriptional changes in diabetic ED. We found a decreased expression of genes associated with collagen or extracellular matrix organization and angiogenesis in diabetic fibroblasts, chondrocytes, myofibroblasts, valve-related lymphatic endothelial cells, and pericytes. Moreover, the newly identified pericyte-specific marker, Limb Bud-Heart (Lbh), in mouse and human cavernous tissues, clearly distinguishing pericytes from smooth muscle cells. Cell-cell interaction analysis revealed that pericytes are involved in angiogenesis, adhesion, and migration by communicating with other cell types in the corpus cavernosum; however, these interactions were highly reduced under diabetic conditions. Lbh expression is low in diabetic pericytes, and overexpression of LBH prevents erectile function by regulating neurovascular regeneration. Furthermore, the LBH-interacting proteins (Crystallin Alpha B and Vimentin) were identified in mouse cavernous pericytes through LC-MS/MS analysis, indicating that their interactions were critical for maintaining pericyte function. Thus, our study reveals novel targets and insights into the pathogenesis of ED in patients with diabetes.
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Affiliation(s)
- Seo-Gyeong Bae
- School of Life Sciences, Gwangju Institute of Science and Technology (GIST)GwangjuRepublic of Korea
| | - Guo Nan Yin
- National Research Center for Sexual Medicine and Department of Urolog, Inha University School of MedicineIncheonRepublic of Korea
| | - Jiyeon Ock
- National Research Center for Sexual Medicine and Department of Urolog, Inha University School of MedicineIncheonRepublic of Korea
| | - Jun-Kyu Suh
- National Research Center for Sexual Medicine and Department of Urolog, Inha University School of MedicineIncheonRepublic of Korea
| | - Ji-Kan Ryu
- National Research Center for Sexual Medicine and Department of Urolog, Inha University School of MedicineIncheonRepublic of Korea
- Program in Biomedical Science & Engineering, Inha UniversityIncheonRepublic of Korea
| | - Jihwan Park
- School of Life Sciences, Gwangju Institute of Science and Technology (GIST)GwangjuRepublic of Korea
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32
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Xu Q, La T, Ye K, Wang L, Wang S, Hu Y, Teng L, Yan L, Li J, Zhang Z, Shao Z, Zhang YY, Zhao XH, Feng YC, Jin L, Baker M, Thorne RF, Zhang XD, Shao F, Cao H. KMT2A and chronic inflammation as potential drivers of sporadic parathyroid adenoma. Clin Transl Med 2024; 14:e1734. [PMID: 38888967 PMCID: PMC11185127 DOI: 10.1002/ctm2.1734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 05/19/2024] [Accepted: 05/24/2024] [Indexed: 06/20/2024] Open
Abstract
BACKGROUND Sporadic parathyroid adenoma (PA) is the most common cause of hyperparathyroidism, yet the mechanisms involved in its pathogenesis remain incompletely understood. METHODS Surgically removed PA samples, along with normal parathyroid gland (PG) tissues that were incidentally dissected during total thyroidectomy, were analysed using single-cell RNA-sequencing with the 10× Genomics Chromium Droplet platform and Cell Ranger software. Gene set variation analysis was conducted to characterise hallmark pathway gene signatures, and single-cell regulatory network inference and clustering were utilised to analyse transcription factor regulons. Immunohistochemistry and immunofluorescence were performed to validate cellular components of PA tissues. siRNA knockdown and gene overexpression, alongside quantitative polymerase chain reaction, Western blotting and cell proliferation assays, were conducted for functional investigations. RESULTS There was a pervasive increase in gene transcription in PA cells (PACs) compared with PG cells. This is associated with high expression of histone-lysine N-methyltransferase 2A (KMT2A). High KMT2A levels potentially contribute to promoting PAC proliferation through upregulation of the proto-oncogene CCND2, which is mediated by the transcription factors signal transducer and activator of transcription 3 (STAT3) and GATA binding protein 3 (GATA3). PA tissues are heavily infiltrated with myeloid cells, while fibroblasts, endothelial cells and macrophages in PA tissues are commonly enriched with proinflammatory gene signatures relative to their counterparts in PG tissues. CONCLUSIONS We revealed the previously underappreciated involvement of the KMT2A‒STAT3/GATA3‒CCND2 axis and chronic inflammation in the pathogenesis of PA. These findings underscore the therapeutic promise of KMT2A inhibition and anti-inflammatory strategies, highlighting the need for future investigations to translate these molecular insights into practical applications. HIGHLIGHTS Single-cell RNA-sequencing reveals a transcriptome catalogue comparing sporadic parathyroid adenomas (PAs) with normal parathyroid glands. PA cells show a pervasive increase in gene expression linked to KMT2A upregulation. KMT2A-mediated STAT3 and GATA3 upregulation is key to promoting PA cell proliferation via cyclin D2. PAs exhibit a proinflammatory microenvironment, suggesting a potential role of chronic inflammation in PA pathogenesis.
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Affiliation(s)
- Qin Xu
- Department of Nephrology, Henan Key Laboratory of Kidney Disease and Immunology of Zhengzhou University People's HospitalZhengzhou University People's Hospital ,Henan Provincial People's HospitalZhengzhouChina
| | - Ting La
- National‐Local Joint Engineering Research Center of Biodiagnosis & BiotherapyThe Second Affiliated HospitalXi'an Jiaotong UniversityXi'anChina
| | - Kaihong Ye
- Translational Research InstituteHenan Provincial and Zhengzhou City Key Laboratory of Non‐Coding RNA and Cancer MetabolismHenan International Join Laboratory of Non‐Coding RNA and Metabolism in CancerZhengzhou University People's Hospital and Henan Provincial People's HospitalAcademy of Medical SciencesZhengzhou UniversityZhengzhouChina
| | - Li Wang
- School of Basic Medical SciencesZhengzhou UniversityZhengzhouChina
| | - Shasha Wang
- Department of NephrologyXinxiang Medical UniversityXinxiangChina
| | - Yifeng Hu
- Department of Nephrology, Henan Key Laboratory of Kidney Disease and Immunology of Zhengzhou University People's HospitalZhengzhou University People's Hospital ,Henan Provincial People's HospitalZhengzhouChina
| | - Liu Teng
- Department of Nephrology, Henan Key Laboratory of Kidney Disease and Immunology of Zhengzhou University People's HospitalZhengzhou University People's Hospital ,Henan Provincial People's HospitalZhengzhouChina
| | - Lei Yan
- Department of Nephrology, Henan Key Laboratory of Kidney Disease and Immunology of Zhengzhou University People's HospitalZhengzhou University People's Hospital ,Henan Provincial People's HospitalZhengzhouChina
| | - Jinming Li
- Translational Research InstituteHenan Provincial and Zhengzhou City Key Laboratory of Non‐Coding RNA and Cancer MetabolismHenan International Join Laboratory of Non‐Coding RNA and Metabolism in CancerZhengzhou University People's Hospital and Henan Provincial People's HospitalAcademy of Medical SciencesZhengzhou UniversityZhengzhouChina
| | - Zhenhua Zhang
- Department of Thyroid SurgeryHenan Provincial People's HospitalZhengzhou University People's HospitalZhengzhouChina
| | - Zehua Shao
- Children's Heart CenterHenan Provincial People's HospitalZhengzhou University People's HospitalZhengzhouChina
| | - Yuan Yuan Zhang
- School of Biomedical Sciences and PharmacyThe University of NewcastleCallaghanNew South WalesAustralia
| | - Xiao Hong Zhao
- School of Biomedical Sciences and PharmacyThe University of NewcastleCallaghanNew South WalesAustralia
| | - Yu Chen Feng
- School of Medicine and Public HealthThe University of NewcastleCallaghanNew South WalesAustralia
| | - Lei Jin
- Translational Research InstituteHenan Provincial and Zhengzhou City Key Laboratory of Non‐Coding RNA and Cancer MetabolismHenan International Join Laboratory of Non‐Coding RNA and Metabolism in CancerZhengzhou University People's Hospital and Henan Provincial People's HospitalAcademy of Medical SciencesZhengzhou UniversityZhengzhouChina
- School of Medicine and Public HealthThe University of NewcastleCallaghanNew South WalesAustralia
| | - Mark Baker
- School of Biomedical Sciences and PharmacyThe University of NewcastleCallaghanNew South WalesAustralia
| | - Rick F. Thorne
- Translational Research InstituteHenan Provincial and Zhengzhou City Key Laboratory of Non‐Coding RNA and Cancer MetabolismHenan International Join Laboratory of Non‐Coding RNA and Metabolism in CancerZhengzhou University People's Hospital and Henan Provincial People's HospitalAcademy of Medical SciencesZhengzhou UniversityZhengzhouChina
- School of Biomedical Sciences and PharmacyThe University of NewcastleCallaghanNew South WalesAustralia
| | - Xu Dong Zhang
- Translational Research InstituteHenan Provincial and Zhengzhou City Key Laboratory of Non‐Coding RNA and Cancer MetabolismHenan International Join Laboratory of Non‐Coding RNA and Metabolism in CancerZhengzhou University People's Hospital and Henan Provincial People's HospitalAcademy of Medical SciencesZhengzhou UniversityZhengzhouChina
- School of Biomedical Sciences and PharmacyThe University of NewcastleCallaghanNew South WalesAustralia
| | - Feng‐Min Shao
- Department of Nephrology, Henan Key Laboratory of Kidney Disease and Immunology of Zhengzhou University People's HospitalZhengzhou University People's Hospital ,Henan Provincial People's HospitalZhengzhouChina
| | - Huixia Cao
- Department of Nephrology, Henan Key Laboratory of Kidney Disease and Immunology of Zhengzhou University People's HospitalZhengzhou University People's Hospital ,Henan Provincial People's HospitalZhengzhouChina
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Li PH, Zhang X, Yan H, Xia X, Deng Y, Miao Q, Luo Y, Liu G, Luo H, Zhang Y, Xu H, Jiang L, Li ZH, Shu Y. Contribution of crosstalk of mesothelial and tumoral epithelial cells in pleural metastasis of lung cancer. Transl Lung Cancer Res 2024; 13:965-985. [PMID: 38854934 PMCID: PMC11157377 DOI: 10.21037/tlcr-24-118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 04/22/2024] [Indexed: 06/11/2024]
Abstract
Background Tumor metastasis commonly affects pleura in advanced lung cancer and results in malignant pleural effusion (MPE). MPE is related to poor prognosis, but without systematic investigation on different cell types and their crosstalk at single cell resolution. Methods We conducted single-cell RNA-sequencing (scRNA-seq) of lung cancer patients with pleural effusion. Next, our data were integrated with 5 datasets derived from individuals under normal, non-malignant disease and lung carcinomatous conditions. Mesothelial cells were re-clustered and their interactions with epithelial cells were comprehensively analyzed. Taking advantage of inferred ligand-receptor pairs, a prediction model of prognosis was constructed. The co-culture of mesothelial cells and malignant epithelial cells in vitro and RNA-seq was performed. Epidermal growth factor receptor (EGFR) antagonist cetuximab was utilized to prevent the lung cancer cells' invasiveness. Spatial distribution of cells in lung adenocarcinoma patients' samples were also analyzed to validate our findings. Results The most distinctive transcriptome profiles between tumor and control were revealed in mesothelial cells, which is the predominate cell type of pleura. Five subtypes were divided, including one predominately identified in MPE which was characterized by enriched cancer-related pathways (e.g., cell migration) along evolutionary trajectory from normal mesothelial cells. Cancer-associated mesothelial cells (CAMCs) exhibited varied interactions with different subtypes of malignant epithelial cells, and multiple ligands/receptors exhibited significant correlation with poor prognosis. Experimentally, mesothelial cells can increase the migration ability of lung cancer cells through co-culturing. EGFR was the only affected gene in cancer cells that exhibited interaction with mesothelial cells and was associated with poor prognosis. Using EGFR antagonist cetuximab prevented the lung cancer cells' increased invasiveness caused by mesothelial cells. Moreover, epithelial mitogen (EPGN)-EGFR interaction was supported through spatial distribution analysis, revealing the significant proximity between EPGN+ mesothelial cells and EGFR+ epithelial cells. Conclusions Our findings highlighted the important role of mesothelial cells and their interactions with cancer cells in pleural metastasis of lung cancer, providing potential targets for treatment.
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Affiliation(s)
- Pei-Heng Li
- Division of Thyroid Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Xin Zhang
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
- Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Huayun Yan
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Xuyang Xia
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
- Department of Laboratory Medicine/Research Centre of Clinical Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Yiqi Deng
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Qiang Miao
- Department of Laboratory Medicine/Research Centre of Clinical Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Yiqiao Luo
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Guihong Liu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Han Luo
- Division of Thyroid Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
- Department of Laboratory Medicine/Research Centre of Clinical Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Yan Zhang
- Lung Cancer Center, Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Heng Xu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
- Department of Laboratory Medicine/Research Centre of Clinical Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Lili Jiang
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Zhi-Hui Li
- Division of Thyroid Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Yang Shu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
- Gastric Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
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Coca-Pelaz A, Rodrigo JP, Agaimy A, Williams MD, Saba NF, Nuyts S, Randolph GW, López F, Vander Poorten V, Kowalski LP, Civantos FJ, Zafereo ME, Mäkitie AA, Cohen O, Nixon IJ, Rinaldo A, Ferlito A. Poorly differentiated thyroid carcinomas: conceptual controversy and clinical impact. Virchows Arch 2024; 484:733-742. [PMID: 38400843 DOI: 10.1007/s00428-024-03752-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 01/23/2024] [Accepted: 01/28/2024] [Indexed: 02/26/2024]
Abstract
Poorly differentiated thyroid carcinomas (PDTC) are rare diseases; nevertheless, they account for the majority of deaths from non-anaplastic follicular cell-derived thyroid carcinomas. Establishing the diagnosis and treatment of PDTC is challenging given the low incidence and the lack of standardization of diagnostic criteria. These limitations hamper the ability to compare therapeutic modalities and outcomes between recent and older studies. Recently, the 5th edition of the classification of endocrine tumors has been published, which includes changes in nomenclature and the addition of the disease entity of "differentiated high-grade follicular cell-derived carcinomas". On the other hand, the recently witnessed advances in molecular diagnostics have enriched therapeutic options and improved prognosis for patients. We herein review the various historical variations and evolution in the diagnostic criteria for PDTC. This systematic review attempts to clarify the evolution of the histological and molecular characteristics of this disease, its prognosis, as well as its treatment options.
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Affiliation(s)
- Andrés Coca-Pelaz
- Department of Otolaryngology, Hospital Universitario Central de Asturias, University of Oviedo, ISPA, IUOPA, CIBERONC, Av/ Rome S/N. 33011, Oviedo, Asturias, Spain.
| | - Juan P Rodrigo
- Department of Otolaryngology, Hospital Universitario Central de Asturias, University of Oviedo, ISPA, IUOPA, CIBERONC, Av/ Rome S/N. 33011, Oviedo, Asturias, Spain
| | - Abbas Agaimy
- Institute of Pathology, Friedrich Alexander University Erlangen-Nürnberg, University Hospital, Erlangen, Germany
| | - Michelle D Williams
- Department of Pathology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | - Nabil F Saba
- Department of Hematology and Medical Oncology, The Winship Cancer Institute of Emory University, Atlanta, GA, USA
| | - Sandra Nuyts
- Laboratory of Experimental Radiotherapy, Department of Oncology, University of Leuven, Leuven, Belgium
- Department of Radiation Oncology, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium
| | - Gregory W Randolph
- Division of Thyroid and Parathyroid Endocrine Surgery, Department of Otolaryngology, Massachusetts Eye and Ear Infirmary, Boston, MA, USA
| | - Fernando López
- Department of Otolaryngology, Hospital Universitario Central de Asturias, University of Oviedo, ISPA, IUOPA, CIBERONC, Av/ Rome S/N. 33011, Oviedo, Asturias, Spain
| | - Vincent Vander Poorten
- Department of Oncology, Section Head and Neck Oncology, KU Leuven, Leuven, Belgium
- Otorhinolaryngology, Head and Neck Surgery, University Hospitals Leuven, Leuven Cancer Institute, Leuven, Belgium
| | - Luiz P Kowalski
- Department of Otorhinolaryngology-Head and Neck Surgery, A.C. Camargo Cancer Center, São Paulo, Brazil
| | - Francisco J Civantos
- Department of Otolaryngology-Head and Neck Surgery, Sylvester Cancer Center, University of Miami Miller School of Medicine, Miami, FL, 33136, USA
| | - Mark E Zafereo
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Antti A Mäkitie
- Department of Otorhinolaryngology-Head and Neck Surgery, Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Oded Cohen
- Samson Assuta Ashdod University Hospital, Affiliated With Ben Gurion University, Beer Sheva, Israel
| | - Iain J Nixon
- Department of Surgery and Otolaryngology, Head and Neck Surgery, Edinburgh University, Edinburgh, Scotland, UK
| | | | - Alfio Ferlito
- Coordinator of the International Head and Neck Scientific Group, Padua, Italy
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35
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Gong Z, Xue L, Vlantis AC, van Hasselt CA, Chan JYK, Fang J, Wang R, Yang Y, Li D, Zeng X, Tong MCF, Chen GG. Brusatol attenuated proliferation and invasion induced by KRAS in differentiated thyroid cancer through inhibiting Nrf2. J Endocrinol Invest 2024; 47:1271-1280. [PMID: 38062319 DOI: 10.1007/s40618-023-02248-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 11/13/2023] [Indexed: 04/23/2024]
Abstract
BACKGROUND Poorly differentiated thyroid cancer (PDTC) and anaplastic thyroid cancer (ATC) can be developed from differentiated thyroid cancer, and this dedifferentiated transformation leads to poor prognosis and high mortality. The role of Nrf2 in the dedifferentiation of differentiated thyroid cancer (DTC) induced by KRAS remains unclear. METHODS AND MATERIALS In this study, two DTC cell lines, BCPAP and WRO, were used to evaluate the function of Nrf2 in the dedifferentiation caused by wild-type KRAS (KRAS-WT) and G12V point mutation KRAS (KRAS-G12V). RESULTS The overexpression of KRAS-WT and KRAS-G12V increased the proliferative and invasive ability of BCPAP and WRO cells. Aggressive morphology was observed in KRAS-WT and KRAS-G12V overexpressed WRO cells. These results suggested that overexpression of KRAS-WT or KRAS-G12V may induce dedifferentiation in DTC cells. The expression of Nrf2 was increased by KRAS-WT and KRAS-G12V in DTC cells. In addition, compared with normal thyroid tissues, the expression of Nrf2 protein was considerably higher in thyroid cancer tissues on immunohistochemistry (IHC) staining, and the increased expression of Nrf2 indicated a poor prognosis of thyroid cancer. These results indicated that Nrf2 is the KRAS downstream molecule in thyroid cancer. Functional studies showed that the Nrf2 inhibitor Brusatol counteracted the proliferative and invasive abilities induced by KRAS-WT and KRAS-G12V in BCPAP and WRO cells. In addition, the xenograft assay further confirmed that Brusatol inhibits tumor growth induced by KRAS-WT and KRAS-G12V. CONCLUSION Collectively, this study suggests that Nrf2 could be a promising therapeutic target in KRAS-mediated dedifferentiation of thyroid cancer.
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Affiliation(s)
- Z Gong
- Department of Otorhinolaryngology, Head and Neck Surgery, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
- Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen, Guangdong, China
| | - L Xue
- Department of Otorhinolaryngology, Head and Neck Surgery, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - A C Vlantis
- Department of Otorhinolaryngology, Head and Neck Surgery, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - C A van Hasselt
- Department of Otorhinolaryngology, Head and Neck Surgery, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - J Y K Chan
- Department of Otorhinolaryngology, Head and Neck Surgery, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - J Fang
- Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Otolaryngology Head and Neck Surgery (Ministry of Education of China), Beijing Institute of Otolaryngology, Beijing, China
| | - R Wang
- Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Otolaryngology Head and Neck Surgery (Ministry of Education of China), Beijing Institute of Otolaryngology, Beijing, China
| | - Y Yang
- Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Otolaryngology Head and Neck Surgery (Ministry of Education of China), Beijing Institute of Otolaryngology, Beijing, China
| | - D Li
- Shenzhen Key Laboratory of ENT, Institute of ENT and Longgang ENT Hospital, Shenzhen, Guangdong, China
| | - X Zeng
- Shenzhen Key Laboratory of ENT, Institute of ENT and Longgang ENT Hospital, Shenzhen, Guangdong, China
| | - M C F Tong
- Department of Otorhinolaryngology, Head and Neck Surgery, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China.
- Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen, Guangdong, China.
| | - G G Chen
- Department of Otorhinolaryngology, Head and Neck Surgery, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China.
- Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen, Guangdong, China.
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Ruan X, Liu Y, Wu S, Fu G, Tao M, Huang Y, Li D, Wei S, Gao M, Guo S, Ning J, Zheng X. Multidimensional data analysis revealed thyroiditis-associated TCF19 SNP rs2073724 as a highly ranked protective variant in thyroid cancer. Aging (Albany NY) 2024; 16:6488-6509. [PMID: 38579171 PMCID: PMC11042956 DOI: 10.18632/aging.205718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 03/14/2024] [Indexed: 04/07/2024]
Abstract
BACKGROUND Thyroid cancer represents the most prevalent malignant endocrine tumour, with rising incidence worldwide and high mortality rates among patients exhibiting dedifferentiation and metastasis. Effective biomarkers and therapeutic interventions are warranted in aggressive thyroid malignancies. The transcription factor 19 (TCF19) gene has been implicated in conferring a malignant phenotype in cancers. However, its contribution to thyroid neoplasms remains unclear. RESULTS In this study, we performed genome-wide and phenome-wide association studies to identify a potential causal relationship between TCF19 and thyroid cancer. Our analyses revealed significant associations between TCF19 and various autoimmune diseases and human cancers, including cervical cancer and autoimmune thyroiditis, with a particularly robust signal for the deleterious missense variation rs2073724 that is associated with thyroid function, hypothyroidism, and autoimmunity. Furthermore, functional assays and transcriptional profiling in thyroid cancer cells demonstrated that TCF19 regulates important biological processes, especially inflammatory and immune responses. We demonstrated that TCF19 could promote the progression of thyroid cancer in vitro and in vivo and the C>T variant of rs2073724 disrupted TCF19 protein binding to target gene promoters and their expression, thus reversing the effect of TCF19 protein. CONCLUSIONS Taken together, these findings implicate TCF19 as a promising therapeutic target in aggressive thyroid malignancies and designate rs2073724 as a causal biomarker warranting further investigation in thyroid cancer.
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Affiliation(s)
- Xianhui Ruan
- Department of Thyroid and Neck Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
| | - Yu Liu
- Department of Thyroid and Neck Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
| | - Shuping Wu
- Department of Thyroid and Neck Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
- Department of Head and Neck Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou 350014, Fujian, China
| | - Guiming Fu
- Department of Thyroid and Neck Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
- Thyroid-Otolaryngology Department, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital and Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu 610000, Sichuan, China
| | - Mei Tao
- Department of Thyroid and Neck Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
| | - Yue Huang
- Department of Thyroid and Neck Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
| | - Dapeng Li
- Department of Thyroid and Neck Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
| | - Songfeng Wei
- Department of Thyroid and Neck Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
| | - Ming Gao
- Department of Thyroid and Neck Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
- Department of Thyroid and Breast Surgery, Tianjin Union Medical Center, Tianjin 300121, China
- Tianjin Key Laboratory of General Surgery in Construction, Tianjin Union Medical Center, Tianjin 300121, China
| | - Shicheng Guo
- Department of Medical Genetics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Junya Ning
- Department of Thyroid and Neck Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
- Department of Thyroid and Breast Surgery, Tianjin Union Medical Center, Tianjin 300121, China
| | - Xiangqian Zheng
- Department of Thyroid and Neck Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
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Ito T, Saito A, Kamikawa Y, Nakazawa N, Imaizumi K. AIbZIP/CREB3L4 Promotes Cell Proliferation via the SKP2-p27 Axis in Luminal Androgen Receptor Subtype Triple-Negative Breast Cancer. Mol Cancer Res 2024; 22:373-385. [PMID: 38236913 PMCID: PMC10985479 DOI: 10.1158/1541-7786.mcr-23-0629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 12/05/2023] [Accepted: 01/16/2024] [Indexed: 04/04/2024]
Abstract
Breast cancer ranks first in incidence and fifth in cancer-related deaths among all types of cancer globally. Among breast cancer, triple-negative breast cancer (TNBC) has few known therapeutic targets and a poor prognosis. Therefore, new therapeutic targets and strategies against TNBC are required. We found that androgen-induced basic leucine zipper (AIbZIP), also known as cyclic AMP-responsive element-binding protein 3-like protein 4 (CREB3L4), which is encoded by Creb3l4, is highly upregulated in a particular subtype of TNBC, luminal androgen receptor (LAR) subtype. We analyzed the function of AIbZIP through depletion of AIbZIP by siRNA knockdown in LAR subtype TNBC cell lines, MFM223 and MDAMB453. In AIbZIP-depleted cells, the proliferation ratios of cells were greatly suppressed. Moreover, G1-S transition was inhibited in AIbZIP-depleted cells. We comprehensively analyzed the expression levels of proteins that regulate G1-S transition and found that p27 was specifically upregulated in AIbZIP-depleted cells. Furthermore, we identified that this p27 downregulation was caused by protein degradation modulated by the ubiquitin-proteasome system via F-box protein S-phase kinase-associated protein 2 (SKP2) upregulation. Our findings demonstrate that AIbZIP is a novel p27-SKP2 pathway-regulating factor and a potential molecule that contributes to LAR subtype TNBC progression. IMPLICATIONS This research shows a new mechanism for the proliferation of LAR subtype TNBC regulated by AIbZIP, that may provide novel insight into the LAR subtype TNBC progression and the molecular mechanisms involved in cell proliferation.
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Affiliation(s)
- Taichi Ito
- Department of Biochemistry, Institute of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Atsushi Saito
- Department of Biochemistry, Institute of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Yasunao Kamikawa
- Department of Biochemistry, Institute of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Nayuta Nakazawa
- Department of Biochemistry, Institute of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Kazunori Imaizumi
- Department of Biochemistry, Institute of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
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Hao Q, Li R, Li H, Rui S, You L, Zhang L, Zhao Y, Li P, Li Y, Kong X, Chen H, Zou X, Liu F, Wang X, Zhou J, Zhang W, Huang L, Shu Y, Liu J, Sun R, Li C, Zhu J, Jiang Y, Wei T, Qian K, Bai B, Hu Y, Peng Y, Dai L, Caulin C, Xu H, Li Z, Park J, Luo H, Ying B. Dynamics of The Γδtcr Repertoires During The Dedifferentiation Process and Pilot Implications for Immunotherapy of Thyroid Cancer. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2306364. [PMID: 38286670 PMCID: PMC10987121 DOI: 10.1002/advs.202306364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 12/29/2023] [Indexed: 01/31/2024]
Abstract
γδ T cells are evolutionarily conserved T lymphocytes that manifest unique antitumor efficacy independent of tumor mutation burden (TMB) and conventional human leukocyte antigen (HLA) recognition. However, the dynamic changes in their T cell receptor (TCR) repertoire during cancer progression and treatment courses remain unclear. Here, a comprehensive characterization of γδTCR repertoires are performed in thyroid cancers with divergent differentiation states through cross-sectional studies. The findings revealed a significant correlation between the differentiation states and TCR repertoire diversity. Notably, highly expanded clones are prominently enriched in γδ T cell compartment of dedifferentiated patients. Moreover, by longitudinal investigations of the γδ T cell response to various antitumor therapies, it is found that the emergence and expansion of the Vδ2neg subset may be potentially associated with favorable clinical outcomes after post-radiotherapeutic immunotherapy. These findings are further validated at single-cell resolution in both advanced thyroid cancer patients and a murine model, underlining the importance of further investigations into the role of γδTCR in cancer immunity and therapeutic strategies.
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Affiliation(s)
- Qing Hao
- Department of Laboratory MedicineWest China Hospital, Sichuan UniversityChengduSichuan610041China
- State Key Laboratory of Biotherapy and Cancer Center, West China HospitalSichuan University and Collaborative Innovation CenterChengduSichuan610041China
| | - Ruicen Li
- Health Promotion CenterWest China Hospital, Sichuan UniversityChengduSichuan610041China
| | - Hancong Li
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Shu Rui
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Liting You
- Department of Laboratory MedicineWest China Hospital, Sichuan UniversityChengduSichuan610041China
| | - Lingyun Zhang
- School of Biomedical SciencesThe Chinese University of Hong KongHong Kong SAR999077China
| | - Yue Zhao
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Peiheng Li
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Yuanmin Li
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Key Laboratory of Transplant Engineering and Immunology, Frontiers Science Center for Disease Related Molecular Network, West China HospitalSichuan UniversityChengdu610041China
| | - Xinagyu Kong
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Haining Chen
- Colorectal Cancer Center, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Xiuhe Zou
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Feng Liu
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Xiaofei Wang
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Juan Zhou
- Department of Laboratory MedicineWest China Hospital, Sichuan UniversityChengduSichuan610041China
| | - Weihan Zhang
- Gastric Cancer Center, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Libing Huang
- Division of Gastrointestinal Surgery, State Key Laboratory of Biotherapy, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Yang Shu
- Gastric Cancer Center, West China HospitalSichuan UniversityChengduSichuan610041China
| | - JiaYe Liu
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Ronghao Sun
- Department of Head and Neck Surgery, Sichuan Cancer Hospital, Sichuan Cancer Institute, Sichuan Cancer Prevention and Treatment CenterCancer Hospital of University of Electronic Science and Technology School of MedicineChengdu610041China
| | - Chao Li
- Department of Head and Neck Surgery, Sichuan Cancer Hospital, Sichuan Cancer Institute, Sichuan Cancer Prevention and Treatment CenterCancer Hospital of University of Electronic Science and Technology School of MedicineChengdu610041China
| | - Jingqiang Zhu
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Yong Jiang
- Division of Pathology, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Tao Wei
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Kun Qian
- State Key Laboratory of Systems Medicine for Cancer, School of Biomedical Engineering, Institute of Medical Robotics and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghai200230China
| | - Bing Bai
- State Key Laboratory of Primate Biomedical Research, Institute of Primate Translational Medicine, Kunming University of Science and TechnologyYunnan Key Laboratory of Primate Biomedical ResearchKunmingYunnan650500China
| | - Yiguo Hu
- State Key Laboratory of Biotherapy and Cancer Center, West China HospitalSichuan University and Collaborative Innovation CenterChengduSichuan610041China
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
| | - Yong Peng
- State Key Laboratory of Biotherapy and Cancer Center, West China HospitalSichuan University and Collaborative Innovation CenterChengduSichuan610041China
| | - Lunzhi Dai
- State Key Laboratory of Biotherapy and Cancer Center, West China HospitalSichuan University and Collaborative Innovation CenterChengduSichuan610041China
| | - Carlos Caulin
- Department of Otolaryngology – Head & Neck Surgery and University of Arizona Cancer CenterUniversity of ArizonaTucsonAZ85721USA
| | - Heng Xu
- Department of Laboratory MedicineWest China Hospital, Sichuan UniversityChengduSichuan610041China
- State Key Laboratory of Biotherapy and Cancer Center, West China HospitalSichuan University and Collaborative Innovation CenterChengduSichuan610041China
| | - Zhihui Li
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
| | - Jihwan Park
- School of Life SciencesGwangju Institute of Science and Technology (GIST)Gwangju61005Republic of Korea
| | - Han Luo
- Department of Laboratory MedicineWest China Hospital, Sichuan UniversityChengduSichuan610041China
- Division of Thyroid Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Laboratory of Thyroid and Parathyroid DiseaseFrontiers Science Center for Disease‐Related Molecular NetworkChengdu610041China
- Department of General Surgery, West China HospitalSichuan UniversityChengduSichuan610041China
- Sichuan Clinical Research Center for laboratory medicineChengduSichuan610041China
| | - Binwu Ying
- Department of Laboratory MedicineWest China Hospital, Sichuan UniversityChengduSichuan610041China
- Sichuan Clinical Research Center for laboratory medicineChengduSichuan610041China
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39
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Zeng PYF, Prokopec SD, Lai SY, Pinto N, Chan-Seng-Yue MA, Clifton-Bligh R, Williams MD, Howlett CJ, Plantinga P, Cecchini MJ, Lam AK, Siddiqui I, Wang J, Sun RX, Watson JD, Korah R, Carling T, Agrawal N, Cipriani N, Ball D, Nelkin B, Rooper LM, Bishop JA, Garnis C, Berean K, Nicolson NG, Weinberger P, Henderson YC, Lalansingh CM, Tian M, Yamaguchi TN, Livingstone J, Salcedo A, Patel K, Vizeacoumar F, Datti A, Xi L, Nikiforov YE, Smallridge R, Copland JA, Marlow LA, Hyrcza MD, Delbridge L, Sidhu S, Sywak M, Robinson B, Fung K, Ghasemi F, Kwan K, MacNeil SD, Mendez A, Palma DA, Khan MI, Shaikh M, Ruicci KM, Wehrli B, Winquist E, Yoo J, Mymryk JS, Rocco JW, Wheeler D, Scherer S, Giordano TJ, Barrett JW, Faquin WC, Gill AJ, Clayman G, Boutros PC, Nichols AC. The genomic and evolutionary landscapes of anaplastic thyroid carcinoma. Cell Rep 2024; 43:113826. [PMID: 38412093 PMCID: PMC11077417 DOI: 10.1016/j.celrep.2024.113826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 12/04/2023] [Accepted: 02/05/2024] [Indexed: 02/29/2024] Open
Abstract
Anaplastic thyroid carcinoma is arguably the most lethal human malignancy. It often co-occurs with differentiated thyroid cancers, yet the molecular origins of its aggressivity are unknown. We sequenced tumor DNA from 329 regions of thyroid cancer, including 213 from patients with primary anaplastic thyroid carcinomas. We also whole genome sequenced 9 patients using multi-region sequencing of both differentiated and anaplastic thyroid cancer components. Using these data, we demonstrate thatanaplastic thyroid carcinomas have a higher burden of mutations than other thyroid cancers, with distinct mutational signatures and molecular subtypes. Further, different cancer driver genes are mutated in anaplastic and differentiated thyroid carcinomas, even those arising in a single patient. Finally, we unambiguously demonstrate that anaplastic thyroid carcinomas share a genomic origin with co-occurring differentiated carcinomas and emerge from a common malignant field through acquisition of characteristic clonal driver mutations.
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Affiliation(s)
- Peter Y F Zeng
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada; London Regional Cancer Program, London, ON, Canada; Lawson Health Research Institute, London, ON, Canada; Department of Oncology, Western University, London, ON, Canada
| | - Stephenie D Prokopec
- Ontario Institute for Cancer Research, Toronto, ON, Canada; Institute for Precision Health, University of California, Los Angeles, Los Angeles, CA, USA; Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Stephen Y Lai
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nicole Pinto
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada
| | | | - Roderick Clifton-Bligh
- Division of Endocrinology, Royal North Shore Hospital, and University of Sydney, Sydney, NSW, Australia
| | - Michelle D Williams
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Paul Plantinga
- Department of Pathology, Western University, London, ON, Canada
| | - Matthew J Cecchini
- Department of Pathology, School of Medicine, Griffith University, Gold Coast, QLD, Australia
| | - Alfred K Lam
- Department of Pathology, School of Medicine, Griffith University, Gold Coast, QLD, Australia
| | - Iram Siddiqui
- Department of Laboratory Medicine, Hospital for Sick Children, Toronto, ON, Canada
| | - Jianxin Wang
- Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Ren X Sun
- Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - John D Watson
- Ontario Institute for Cancer Research, Toronto, ON, Canada; Institute for Precision Health, University of California, Los Angeles, Los Angeles, CA, USA; Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Reju Korah
- Department of Surgery, Yale University, New Haven, CT, USA
| | - Tobias Carling
- Department of Surgery, Yale University, New Haven, CT, USA
| | - Nishant Agrawal
- Department of Otolaryngology - Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Nicole Cipriani
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Douglas Ball
- Division of Endocrinology, Department of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Barry Nelkin
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Lisa M Rooper
- Division of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Justin A Bishop
- Department of Pathology, University of Texas Southwestern, Dallas, TX, USA
| | | | | | | | - Paul Weinberger
- Department of Otolaryngology - Head and Neck Surgery, Louisiana State University Health Sciences Center, Shreveport, LA, USA; Feist-Weiller Cancer Center, Louisiana State University Health Sciences Center, Shreveport, LA, USA
| | - Ying C Henderson
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Mao Tian
- Institute for Precision Health, University of California, Los Angeles, Los Angeles, CA, USA; Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Takafumi N Yamaguchi
- Ontario Institute for Cancer Research, Toronto, ON, Canada; Institute for Precision Health, University of California, Los Angeles, Los Angeles, CA, USA; Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Julie Livingstone
- Ontario Institute for Cancer Research, Toronto, ON, Canada; Institute for Precision Health, University of California, Los Angeles, Los Angeles, CA, USA; Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Adriana Salcedo
- Ontario Institute for Cancer Research, Toronto, ON, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada; Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Krupal Patel
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada; Ontario Institute for Cancer Research, Toronto, ON, Canada
| | | | - Alessandro Datti
- Network Biology Collaborative Centre, Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada; Department of Agricultural, Food, and Environmental Sciences, University of Perugia, Perugia, Italy
| | - Liu Xi
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Yuri E Nikiforov
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Robert Smallridge
- Division of Endocrinology, Department of Medicine, Mayo Clinic, Jacksonville, FL, USA
| | - John A Copland
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, USA
| | - Laura A Marlow
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, USA
| | - Martin D Hyrcza
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada
| | - Leigh Delbridge
- Department of Surgery, Royal North Shore Hospital, Sydney, NSW, Australia; University of Sydney, Sydney, NWS, Australia
| | - Stan Sidhu
- Department of Surgery, Royal North Shore Hospital, Sydney, NSW, Australia; University of Sydney, Sydney, NWS, Australia
| | - Mark Sywak
- Department of Surgery, Royal North Shore Hospital, Sydney, NSW, Australia; University of Sydney, Sydney, NWS, Australia
| | - Bruce Robinson
- University of Sydney, Sydney, NWS, Australia; Department of Endocrinology, Royal North Shore Hospital, Sydney, NSW, Australia
| | - Kevin Fung
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada; Department of Oncology, Western University, London, ON, Canada
| | - Farhad Ghasemi
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada
| | - Keith Kwan
- Department of Pathology, Western University, London, ON, Canada
| | - S Danielle MacNeil
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada; Department of Oncology, Western University, London, ON, Canada
| | - Adrian Mendez
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada; Department of Oncology, Western University, London, ON, Canada
| | - David A Palma
- London Regional Cancer Program, London, ON, Canada; Lawson Health Research Institute, London, ON, Canada; Department of Oncology, Western University, London, ON, Canada
| | - Mohammed I Khan
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada
| | - Mushfiq Shaikh
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada
| | - Kara M Ruicci
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada
| | - Bret Wehrli
- Department of Pathology, Western University, London, ON, Canada
| | - Eric Winquist
- London Regional Cancer Program, London, ON, Canada; Lawson Health Research Institute, London, ON, Canada; Department of Oncology, Western University, London, ON, Canada
| | - John Yoo
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada; Department of Oncology, Western University, London, ON, Canada
| | - Joe S Mymryk
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada; London Regional Cancer Program, London, ON, Canada; Department of Oncology, Western University, London, ON, Canada; Department of Microbiology and Immunology, Western University, London, ON, Canada
| | - James W Rocco
- Department of Otolaryngology - Head and Neck Surgery, Ohio State University, Columbus, OH, USA
| | - David Wheeler
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Steve Scherer
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | | | - John W Barrett
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada
| | - William C Faquin
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Anthony J Gill
- University of Sydney, Sydney, NWS, Australia; Cancer Diagnosis and Pathology Group, Kolling Institute of Medicine, Royal North Shore Hospital, Sydney, NSW, Australia; NSW Health Pathology, Department of Anatomical Pathology, Royal North Shore Hospital, Sydney, NSW, Australia
| | - Gary Clayman
- The Clayman Thyroid Surgery and Thyroid Cancer Center, The Thyroid Institute, Tampa General Hospital, Tampa, FL, USA
| | - Paul C Boutros
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada; Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada; Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA; Department of Urology, University of California, Los Angeles, Los Angeles, CA, USA; Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, Los Angeles, CA, USA; Institute for Precision Health, University of California, Los Angeles, Los Angeles, CA, USA; Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA.
| | - Anthony C Nichols
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada; London Regional Cancer Program, London, ON, Canada; Lawson Health Research Institute, London, ON, Canada; Department of Oncology, Western University, London, ON, Canada.
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40
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Wang Y, Zhao S, Zhang X, Xia D, Xiao Y, Zhou X, Zhan T, Xia X, Shu Y, Xu H, Li W. Single-Cell Transcriptome Analysis Reveals Interaction between CCL19+ Inflammatory Keratinocytes and CCR7+ Dendritic Cells and B Cells in Pemphigus. J Invest Dermatol 2024:S0022-202X(24)00213-6. [PMID: 38537931 DOI: 10.1016/j.jid.2024.03.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 03/06/2024] [Accepted: 03/11/2024] [Indexed: 04/20/2024]
Affiliation(s)
- Yiyi Wang
- Department of Dermatology & Venerology, West China Hospital, Sichuan University, Chengdu, China; Rare Diseases Center, West China Hospital, Sichuan University, Chengdu, China
| | - Shan Zhao
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Xiwen Zhang
- Department of Dermatology & Venerology, West China Hospital, Sichuan University, Chengdu, China; Rare Diseases Center, West China Hospital, Sichuan University, Chengdu, China
| | - Dengmei Xia
- Department of Dermatology & Venerology, West China Hospital, Sichuan University, Chengdu, China; Rare Diseases Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yue Xiao
- Department of Dermatology & Venerology, West China Hospital, Sichuan University, Chengdu, China; Rare Diseases Center, West China Hospital, Sichuan University, Chengdu, China; Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Xingli Zhou
- Department of Dermatology & Venerology, West China Hospital, Sichuan University, Chengdu, China; Rare Diseases Center, West China Hospital, Sichuan University, Chengdu, China
| | - Tongying Zhan
- Department of Dermatology & Venerology, West China Hospital, Sichuan University, Chengdu, China; Rare Diseases Center, West China Hospital, Sichuan University, Chengdu, China
| | - Xuyang Xia
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yang Shu
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China; Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Heng Xu
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China; Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China; Research Center of Clinical Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China.
| | - Wei Li
- Department of Dermatology & Venerology, West China Hospital, Sichuan University, Chengdu, China; Rare Diseases Center, West China Hospital, Sichuan University, Chengdu, China; Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China.
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41
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Yan K, Liu Q, Huang R, Jiang Y, Bian Z, Li S, Li L, Shen F, Tsuneyama K, Zhang Q, Lian Z, Guan H, Xu B. Spatial transcriptomics reveals prognosis-associated cellular heterogeneity in the papillary thyroid carcinoma microenvironment. Clin Transl Med 2024; 14:e1594. [PMID: 38426403 PMCID: PMC10905537 DOI: 10.1002/ctm2.1594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 01/28/2024] [Accepted: 02/05/2024] [Indexed: 03/02/2024] Open
Abstract
BACKGROUND Papillary thyroid carcinoma (PTC) is the most common malignant endocrine tumour, and its incidence and prevalence are increasing considerably. Cellular heterogeneity in the tumour microenvironment is important for PTC prognosis. Spatial transcriptomics is a powerful technique for cellular heterogeneity study. METHODS In conjunction with a clinical pathologist identification method, spatial transcriptomics was employed to characterise the spatial location and RNA profiles of PTC-associated cells within the tissue sections. The spatial RNA-clinical signature genes for each cell type were extracted and applied to outlining the distribution regions of specific cells on the entire section. The cellular heterogeneity of each cell type was further revealed by ContourPlot analysis, monocle analysis, trajectory analysis, ligand-receptor analysis and Gene Ontology enrichment analysis. RESULTS The spatial distribution region of tumour cells, typical and atypical follicular cells (FCs and AFCs) and immune cells were accurately and comprehensively identified in all five PTC tissue sections. AFCs were identified as a transitional state between FCs and tumour cells, exhibiting a higher resemblance to the latter. Three tumour foci were shared among all patients out of the 13 observed. Notably, tumour foci No. 2 displayed elevated expression levels of genes associated with lower relapse-free survival in PTC patients. We discovered key ligand-receptor interactions, including LAMB3-ITGA2, FN1-ITGA3 and FN1-SDC4, involved in the transition of PTC cells from FCs to AFCs and eventually to tumour cells. High expression of these patterns correlated with reduced relapse-free survival. In the tumour immune microenvironment, reduced interaction between myeloid-derived TGFB1 and TGFBR1 in tumour focus No. 2 contributed to tumourigenesis and increased heterogeneity. The spatial RNA-clinical analysis method developed here revealed prognosis-associated cellular heterogeneity in the PTC microenvironment. CONCLUSIONS The occurrence of tumour foci No. 2 and three enhanced ligand-receptor interactions in the AFC area/tumour foci reduced the relapse-free survival of PTC patients, potentially leading to improved prognostic strategies and targeted therapies for PTC patients.
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Affiliation(s)
- Kai Yan
- Guangdong Cardiovascular InstituteGuangdong Provincial People's HospitalGuangdong Academy of Medical SciencesGuangzhouChina
| | - Qing‐Zhi Liu
- Chronic Disease LaboratoryInstitutes for Life SciencesSouth China University of TechnologyGuangzhouChina
| | - Rong‐Rong Huang
- Guangdong Cardiovascular InstituteGuangdong Provincial People's HospitalGuangdong Academy of Medical SciencesGuangzhouChina
| | - Yi‐Hua Jiang
- Guangdong Cardiovascular InstituteGuangdong Provincial People's HospitalGuangdong Academy of Medical SciencesGuangzhouChina
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and ApplicationGuangzhouChina
| | - Zhen‐Hua Bian
- School of Biomedical Sciences and EngineeringSouth China University of TechnologyGuangzhou International CampusGuangzhouChina
| | - Si‐Jin Li
- Department of Thyroid SurgeryGuangzhou First People's HospitalSouth China University of TechnologyGuangzhouChina
| | - Liang Li
- Medical Research InstituteGuangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences)Southern Medical UniversityGuangzhouChina
| | - Fei Shen
- Department of Thyroid SurgeryGuangzhou First People's HospitalSouth China University of TechnologyGuangzhouChina
| | - Koichi Tsuneyama
- Department of Pathology and Laboratory MedicineInstitute of Biomedical SciencesTokushima University Graduate SchoolTokushimaJapan
| | - Qing‐Ling Zhang
- Department of PathologyGuangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences)Southern Medical UniversityGuangzhouChina
| | - Zhe‐Xiong Lian
- Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences)Southern Medical UniversityGuangzhouChina
| | - Haixia Guan
- Department of EndocrinologyGuangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences)Southern Medical UniversityGuangzhouChina
| | - Bo Xu
- Department of Thyroid SurgeryGuangzhou First People's HospitalSouth China University of TechnologyGuangzhouChina
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42
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Fu B, Lou Y, Lu X, Wu Z, Ni J, Jin C, Wu P, Xu C. tRF-1:30-Gly-CCC-3 inhibits thyroid cancer via binding to PC and modulating metabolic reprogramming. Life Sci Alliance 2024; 7:e202302285. [PMID: 38081642 PMCID: PMC10713435 DOI: 10.26508/lsa.202302285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 12/05/2023] [Accepted: 12/05/2023] [Indexed: 12/18/2023] Open
Abstract
tRFs and tiRNAs (tRNA-derived fragments) are an emerging class of small noncoding RNAs produced by the precise shearing of tRNAs in response to specific stimuli. They have been reported to regulate the pathological processes of numerous human cancers. However, the biofunction of tRFs and tiRNAs in the development and progression of papillary thyroid cancer (PTC) has not been reported yet. In this study, we aimed to explore the biological roles of tRFs and tiRNAs in PTC and discovered that a novel 5'tRNA-derived fragment called tRF-1:30-Gly-CCC-3 (tRF-30) was markedly down-regulated in PTC tissues and cell lines. Functionally, tRF-30 inhibited the proliferation and invasion of PTC cells. Mechanistically, tRF-30 directly bound to the biotin-dependent enzyme pyruvate carboxylase (PC), downregulated its protein level, interfered with the TCA cycle intermediate anaplerosis, and thus affected metabolic reprogramming and PTC progression. These findings revealed a novel regulatory mechanism for tRFs and a potential therapeutic target for PTC.
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Affiliation(s)
- Bifei Fu
- Department of Breast and Thyroid Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
| | - YuMing Lou
- Department of Breast and Thyroid Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
| | - Xiaofeng Lu
- Department of Breast and Thyroid Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
| | - Zhaolin Wu
- Department of Anaesthesiology, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
| | - Junjie Ni
- Department of Breast and Thyroid Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
| | - Cong Jin
- Department of Breast and Thyroid Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
| | - Pu Wu
- Central Laboratory, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
| | - Chaoyang Xu
- Department of Breast and Thyroid Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
- Central Laboratory, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
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43
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Ni Z, Cong S, Li H, Liu J, Zhang Q, Wei C, Pan G, He H, Liu W, Mao A. Integration of scRNA and bulk RNA-sequence to construct the 5-gene molecular prognostic model based on the heterogeneity of thyroid carcinoma endothelial cell. Acta Biochim Biophys Sin (Shanghai) 2024; 56:255-269. [PMID: 38186223 PMCID: PMC10984871 DOI: 10.3724/abbs.2023254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 09/22/2023] [Indexed: 01/09/2024] Open
Abstract
Thyroid cancer (TC) is a kind of cancer with high heterogeneity, which leads to significant difference in prognosis. The prognostic molecular processes are not well understood. Cancer cells and tumor microenvironment (TME) cells jointly determine the heterogeneity. However, quite a little attention was paid to cells in the TME in the past years. In this study, we not only reveal that endothelial cells (ECs) are strongly associated with the progress of papillary thyroid cancer (PTC) using single-cell RNA-seq (scRNA-seq) data downloaded from Gene Expression Omnibus (GEO) and WGCNA, but also screen 5 crucial genes of ECs: CLDN5, ABCG2, NOTCH4, PLAT, and TMEM47. Furthermore, the 5-gene molecular prognostic model is constructed, which can predict how well a patient will do on PD-L1 blockade immunotherapy for TC and evaluate prognosis. Quantitative real-time polymerase chain reaction (qRT-PCR) analysis demonstrates that PLAT is decreased in TC and the increase of PLAT can restrain the migratory capacity of TC cells. Meanwhile, in TC cells, PLAT suppresses VEGFa/VEGFR2-mediated human umbilical vascular endothelial cell (HUVEC) proliferation and tube formation. Totally, we construct the 5-gene molecular prognostic model from the perspective of EC and provide a new idea for immunotherapy of TC.
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Affiliation(s)
- Zhaoxian Ni
- Department of General SurgeryMinhang HospitalFudan UniversityShanghai201199China
- Department of Head and Neck SurgeryFudan University Shanghai Cancer CenterShanghai200032China
- Department of OncologyShanghai Medical CollegeFudan UniversityShanghai200032China
| | - Shan Cong
- Department of Laparoscopic Surgerythe First Affiliated Hospital of Dalian Medical UniversityDalian116000China
| | - Hongchang Li
- Department of General SurgeryMinhang HospitalFudan UniversityShanghai201199China
| | - Jiazhe Liu
- Department of General SurgeryMinhang HospitalFudan UniversityShanghai201199China
| | - Qing Zhang
- Department of General SurgeryMinhang HospitalFudan UniversityShanghai201199China
| | - Chuanchao Wei
- Department of General SurgeryMinhang HospitalFudan UniversityShanghai201199China
| | - Gaofeng Pan
- Department of General SurgeryMinhang HospitalFudan UniversityShanghai201199China
| | - Hui He
- Department of Head and Neck SurgeryFudan University Shanghai Cancer CenterShanghai200032China
- Department of OncologyShanghai Medical CollegeFudan UniversityShanghai200032China
- Department of Laparoscopic Surgerythe First Affiliated Hospital of Dalian Medical UniversityDalian116000China
| | - Weiyan Liu
- Department of General SurgeryMinhang HospitalFudan UniversityShanghai201199China
| | - Anwei Mao
- Department of General SurgeryMinhang HospitalFudan UniversityShanghai201199China
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44
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Lee SE, Park S, Yi S, Choi NR, Lim MA, Chang JW, Won HR, Kim JR, Ko HM, Chung EJ, Park YJ, Cho SW, Yu HW, Choi JY, Yeo MK, Yi B, Yi K, Lim J, Koh JY, Lee MJ, Heo JY, Yoon SJ, Kwon SW, Park JL, Chu IS, Kim JM, Kim SY, Shan Y, Liu L, Hong SA, Choi DW, Park JO, Ju YS, Shong M, Kim SK, Koo BS, Kang YE. Unraveling the role of the mitochondrial one-carbon pathway in undifferentiated thyroid cancer by multi-omics analyses. Nat Commun 2024; 15:1163. [PMID: 38331894 PMCID: PMC10853200 DOI: 10.1038/s41467-024-45366-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 01/18/2024] [Indexed: 02/10/2024] Open
Abstract
The role of the serine/glycine metabolic pathway (SGP) has recently been demonstrated in tumors; however, the pathological relevance of the SGP in thyroid cancer remains unexplored. Here, we perform metabolomic profiling of 17 tumor-normal pairs; bulk transcriptomics of 263 normal thyroid, 348 papillary, and 21 undifferentiated thyroid cancer samples; and single-cell transcriptomes from 15 cases, showing the impact of mitochondrial one-carbon metabolism in thyroid tumors. High expression of serine hydroxymethyltransferase-2 (SHMT2) and methylenetetrahydrofolate dehydrogenase 2 (MTHFD2) is associated with low thyroid differentiation scores and poor clinical features. A subpopulation of tumor cells with high mitochondrial one-carbon pathway activity is observed in the single-cell dataset. SHMT2 inhibition significantly compromises mitochondrial respiration and decreases cell proliferation and tumor size in vitro and in vivo. Collectively, our results highlight the importance of the mitochondrial one-carbon pathway in undifferentiated thyroid cancer and suggest that SHMT2 is a potent therapeutic target.
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Affiliation(s)
- Seong Eun Lee
- Research Center for Endocrine and Metabolic Disease, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
- Research Institute for Medical Sciences, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Seongyeol Park
- GENOME INSIGHT TECHNOLOGY Inc, Daejeon, Republic of Korea
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Shinae Yi
- Research Center for Endocrine and Metabolic Disease, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
- Research Institute for Medical Sciences, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Na Rae Choi
- Research Center for Endocrine and Metabolic Disease, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
- Research Institute for Medical Sciences, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Mi Ae Lim
- Research Institute for Medical Sciences, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Jae Won Chang
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Ho-Ryun Won
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Je Ryong Kim
- Department of Surgery, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Hye Mi Ko
- Department of Surgery, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Eun-Jae Chung
- Department of Otolaryngology-Head and Neck Surgery, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Young Joo Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Sun Wook Cho
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hyeong Won Yu
- Department of Surgery, Seoul National University Bundang Hospital, Seongnam-si, Republic of Korea
| | - June Young Choi
- Department of Surgery, Seoul National University Bundang Hospital, Seongnam-si, Republic of Korea
| | - Min-Kyung Yeo
- Department of Pathology, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Boram Yi
- GENOME INSIGHT TECHNOLOGY Inc, Daejeon, Republic of Korea
| | - Kijong Yi
- GENOME INSIGHT TECHNOLOGY Inc, Daejeon, Republic of Korea
| | - Joonoh Lim
- GENOME INSIGHT TECHNOLOGY Inc, Daejeon, Republic of Korea
| | - Jun-Young Koh
- GENOME INSIGHT TECHNOLOGY Inc, Daejeon, Republic of Korea
| | - Min Jeong Lee
- Department of Biochemistry, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Jun Young Heo
- Department of Biochemistry, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Sang Jun Yoon
- College of Pharmacy, Seoul National University, Seoul, Republic of Korea
| | - Sung Won Kwon
- College of Pharmacy, Seoul National University, Seoul, Republic of Korea
| | - Jong-Lyul Park
- Korea Research Institute of Bioscience and Biotechnology, Deajeon, Republic of Korea
| | - In Sun Chu
- Korea Research Institute of Bioscience and Biotechnology, Deajeon, Republic of Korea
- Department of Bioscience, University of Science and Technology (UST), Deajeon, Republic of Korea
| | - Jin Man Kim
- Department of Pathology, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Seon-Young Kim
- Korea Research Institute of Bioscience and Biotechnology, Deajeon, Republic of Korea
- Department of Bioscience, University of Science and Technology (UST), Deajeon, Republic of Korea
- Korea Bioinformation Center (KOBIC), Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
| | - Yujuan Shan
- Department of Nutrition, School of Public Health and Management, Wenzhou Medical University, Wenzhou, 325035, China
| | - Lihua Liu
- Department of Nutrition, School of Public Health and Management, Wenzhou Medical University, Wenzhou, 325035, China
| | - Sung-A Hong
- Department of Biochemistry, Chungnam National University, Daejeon, Republic of Korea
| | - Dong Wook Choi
- Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Seoul, Republic of Korea
| | - Junyoung O Park
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, USA
| | - Young Seok Ju
- GENOME INSIGHT TECHNOLOGY Inc, Daejeon, Republic of Korea
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Minho Shong
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Seon-Kyu Kim
- Korea Research Institute of Bioscience and Biotechnology, Deajeon, Republic of Korea.
| | - Bon Seok Koo
- Research Institute for Medical Sciences, College of Medicine, Chungnam National University, Daejeon, Republic of Korea.
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, Chungnam National University, Daejeon, Republic of Korea.
| | - Yea Eun Kang
- Research Center for Endocrine and Metabolic Disease, College of Medicine, Chungnam National University, Daejeon, Republic of Korea.
- Research Institute for Medical Sciences, College of Medicine, Chungnam National University, Daejeon, Republic of Korea.
- Division of Endocrinology and Metabolism, Department of Internal Medicine, College of Medicine, Chungnam National University, Daejeon, Republic of Korea.
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45
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Landa I, Cabanillas ME. Genomic alterations in thyroid cancer: biological and clinical insights. Nat Rev Endocrinol 2024; 20:93-110. [PMID: 38049644 DOI: 10.1038/s41574-023-00920-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/25/2023] [Indexed: 12/06/2023]
Abstract
Tumours can arise from thyroid follicular cells if they acquire driver mutations that constitutively activate the MAPK signalling pathway. In addition, a limited set of additional mutations in key genes drive tumour progression towards more aggressive and less differentiated disease. Unprecedented insights into thyroid tumour biology have come from the breadth of thyroid tumour sequencing data from patients and the wide range of mutation-specific mechanisms identified in experimental models, in combination with the genomic simplicity of thyroid cancers. This knowledge is gradually being translated into refined strategies to stratify, manage and treat patients with thyroid cancer. This Review summarizes the biological underpinnings of the genetic alterations involved in thyroid cancer initiation and progression. We also provide a rationale for and discuss specific examples of how to implement genomic information to inform both recommended and investigational approaches to improve thyroid cancer prognosis, redifferentiation strategies and targeted therapies.
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Affiliation(s)
- Iñigo Landa
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| | - Maria E Cabanillas
- Department of Endocrine Neoplasia & Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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46
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Tan JK, Awuah WA, Roy S, Ferreira T, Ahluwalia A, Guggilapu S, Javed M, Asyura MMAZ, Adebusoye FT, Ramamoorthy K, Paoletti E, Abdul-Rahman T, Prykhodko O, Ovechkin D. Exploring the advances of single-cell RNA sequencing in thyroid cancer: a narrative review. Med Oncol 2023; 41:27. [PMID: 38129369 PMCID: PMC10739406 DOI: 10.1007/s12032-023-02260-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 11/16/2023] [Indexed: 12/23/2023]
Abstract
Thyroid cancer, a prevalent form of endocrine malignancy, has witnessed a substantial increase in occurrence in recent decades. To gain a comprehensive understanding of thyroid cancer at the single-cell level, this narrative review evaluates the applications of single-cell RNA sequencing (scRNA-seq) in thyroid cancer research. ScRNA-seq has revolutionised the identification and characterisation of distinct cell subpopulations, cell-to-cell communications, and receptor interactions, revealing unprecedented heterogeneity and shedding light on novel biomarkers for therapeutic discovery. These findings aid in the construction of predictive models on disease prognosis and therapeutic efficacy. Altogether, scRNA-seq has deepened our understanding of the tumour microenvironment immunologic insights, informing future studies in the development of effective personalised treatment for patients. Challenges and limitations of scRNA-seq, such as technical biases, financial barriers, and ethical concerns, are discussed. Advancements in computational methods, the advent of artificial intelligence (AI), machine learning (ML), and deep learning (DL), and the importance of single-cell data sharing and collaborative efforts are highlighted. Future directions of scRNA-seq in thyroid cancer research include investigating intra-tumoral heterogeneity, integrating with other omics technologies, exploring the non-coding RNA landscape, and studying rare subtypes. Overall, scRNA-seq has transformed thyroid cancer research and holds immense potential for advancing personalised therapies and improving patient outcomes. Efforts to make this technology more accessible and cost-effective will be crucial to ensuring its widespread utilisation in healthcare.
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Affiliation(s)
| | | | - Sakshi Roy
- School of Medicine, Queen's University Belfast, Belfast, UK
| | - Tomas Ferreira
- School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | | | - Saibaba Guggilapu
- Faculty of Medicine, Bangalore Medical College and Research Institute, Bengaluru, India
| | - Mahnoor Javed
- School of Medicine, The University of Nottingham, Nottingham, NG7 2UH, UK
| | | | | | | | - Emma Paoletti
- Faculty of Medicine, University of Manchester, Manchester, M13 9WJ, UK
| | | | - Olha Prykhodko
- Faculty of Medicine, Sumy State University, Sumy, Ukraine
| | - Denys Ovechkin
- Faculty of Medicine, Sumy State University, Sumy, Ukraine
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47
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Melchionna R, Trono P, Di Carlo A, Di Modugno F, Nisticò P. Transcription factors in fibroblast plasticity and CAF heterogeneity. J Exp Clin Cancer Res 2023; 42:347. [PMID: 38124183 PMCID: PMC10731891 DOI: 10.1186/s13046-023-02934-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 12/13/2023] [Indexed: 12/23/2023] Open
Abstract
In recent years, research focused on the multifaceted landscape and functions of cancer-associated fibroblasts (CAFs) aimed to reveal their heterogeneity and identify commonalities across diverse tumors for more effective therapeutic targeting of pro-tumoral stromal microenvironment. However, a unified functional categorization of CAF subsets remains elusive, posing challenges for the development of targeted CAF therapies in clinical settings.The CAF phenotype arises from a complex interplay of signals within the tumor microenvironment, where transcription factors serve as central mediators of various cellular pathways. Recent advances in single-cell RNA sequencing technology have emphasized the role of transcription factors in the conversion of normal fibroblasts to distinct CAF subtypes across various cancer types.This review provides a comprehensive overview of the specific roles of transcription factor networks in shaping CAF heterogeneity, plasticity, and functionality. Beginning with their influence on fibroblast homeostasis and reprogramming during wound healing and fibrosis, it delves into the emerging insights into transcription factor regulatory networks. Understanding these mechanisms not only enables a more precise characterization of CAF subsets but also sheds light on the early regulatory processes governing CAF heterogeneity and functionality. Ultimately, this knowledge may unveil novel therapeutic targets for cancer treatment, addressing the existing challenges of stromal-targeted therapies.
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Affiliation(s)
- Roberta Melchionna
- Tumor Immunology and Immunotherapy Unit, IRCCS-Regina Elena National Cancer Institute, Rome, Italy.
| | - Paola Trono
- Tumor Immunology and Immunotherapy Unit, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
- Institute of Biochemistry and Cell Biology (IBBC), National Research Council (CNR), Rome, Italy
| | - Anna Di Carlo
- Tumor Immunology and Immunotherapy Unit, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Francesca Di Modugno
- Tumor Immunology and Immunotherapy Unit, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Paola Nisticò
- Tumor Immunology and Immunotherapy Unit, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
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48
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Feng C, Tao Y, Yu C, Wang L, Liu X, Cao Y. Integrative single-cell transcriptome analysis reveals immune suppressive landscape in the anaplastic thyroid cancer. Cancer Gene Ther 2023; 30:1598-1609. [PMID: 37679527 DOI: 10.1038/s41417-023-00663-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 08/15/2023] [Accepted: 08/29/2023] [Indexed: 09/09/2023]
Abstract
The tumor immune microenvironment (TIME) in ATC is a complex and diverse ecosystem. It is essential to have a comprehensive understanding to improve cancer treatment and prognosis. However, TIME of ATC and the dynamic changes with PTC has not been revealed at the single-cell level. Here, we performed an integrative single-cell analysis of PTC and ATC primary tumor samples. We found that immunosuppressive cells and molecules dominated the TIME in ATC. Specifically, the level of infiltration of exhausted CD8+ T cells, and M2 macrophages was increased, and that of NK cells, B cells, and M1 macrophages was decreased. The cytotoxicity of CD8+ T cells, γδT cells, and NK cells was decreased, and immune checkpoint molecules, such as LAG3, PD1, HAVCR2, and TIGIT were highly expressed in ATC. Our findings contribute to the comprehension of TIME in both PTC and ATC, offering insights into the immunosuppressive factors specifically associated with ATC. Targeting these immunosuppressive factors may activate the anti-tumor immune response in ATC.
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Affiliation(s)
- Chao Feng
- Department of Basic Medical Sciences, The 960th Hospital of PLA, 250031, Jinan, China
| | - Yujia Tao
- Department of Basic Medical Sciences, The 960th Hospital of PLA, 250031, Jinan, China
| | - Chao Yu
- Department of Basic Medical Sciences, The 960th Hospital of PLA, 250031, Jinan, China
| | - Lirui Wang
- Department of Basic Medical Sciences, The 960th Hospital of PLA, 250031, Jinan, China
| | - Xiao Liu
- Department of Basic Medical Sciences, The 960th Hospital of PLA, 250031, Jinan, China.
| | - Yuan Cao
- Department of Basic Medical Sciences, The 960th Hospital of PLA, 250031, Jinan, China.
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49
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Zhu L, Li XJ, Gangadaran P, Jing X, Ahn BC. Tumor-associated macrophages as a potential therapeutic target in thyroid cancers. Cancer Immunol Immunother 2023; 72:3895-3917. [PMID: 37796300 PMCID: PMC10992981 DOI: 10.1007/s00262-023-03549-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 09/14/2023] [Indexed: 10/06/2023]
Abstract
Macrophages are important precursor cell types of the innate immune system and bridge adaptive immune responses through the antigen presentation system. Meanwhile, macrophages constitute substantial portion of the stromal cells in the tumor microenvironment (TME) (referred to as tumor-associated macrophages, or TAMs) and exhibit conflicting roles in the development, invasion, and metastasis of thyroid cancer (TC). Moreover, TAMs play a crucial role to the behavior of TC due to their high degree of infiltration and prognostic relevance. Generally, TAMs can be divided into two subgroups; M1-like TAMs are capable of directly kill tumor cells, and recruiting and activating other immune cells in the early stages of cancer. However, due to changes in the TME, M2-like TAMs gradually increase and promote tumor progression. This review aims to discuss the impact of TAMs on TC, including their role in tumor promotion, gene mutation, and other factors related to the polarization of TAMs. Finally, we will explore the M2-like TAM-centered therapeutic strategies, including chemotherapy, clinical trials, and combinatorial immunotherapy.
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Affiliation(s)
- Liya Zhu
- Department of Nuclear Medicine, School of Medicine, Kyungpook National University, Daegu, 41944, Republic of Korea
| | - Xiu Juan Li
- Department of Radiology, The Affiliated Taian City Central Hospital of Qingdao University, Taian, 271000, Shan-Dong Province, People's Republic of China
| | - Prakash Gangadaran
- Department of Nuclear Medicine, School of Medicine, Kyungpook National University, Daegu, 41944, Republic of Korea
- BK21 FOUR KNU Convergence Educational Program of Biomedical Sciences for Creative Future Talents, Department of Biomedical Science, School of Medicine, Kyungpook National University, Daegu, 41944, Republic of Korea
| | - Xiuli Jing
- Center for Life Sciences Research, School of Chemistry and Pharmaceutical Engineering, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, Shan-Dong Province, 271000, People's Republic of China.
| | - Byeong-Cheol Ahn
- Department of Nuclear Medicine, School of Medicine, Kyungpook National University, Daegu, 41944, Republic of Korea.
- BK21 FOUR KNU Convergence Educational Program of Biomedical Sciences for Creative Future Talents, Department of Biomedical Science, School of Medicine, Kyungpook National University, Daegu, 41944, Republic of Korea.
- Department Nuclear Medicine, Kyungpook National University Hospital, Daegu, 41944, Republic of Korea.
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50
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Hassanipour S, Zare R, Shahedi A, Delam H. Survival rate of thyroid cancer in the Asian countries: a systematic review and meta-analysis study. Endocrine 2023; 82:237-249. [PMID: 37269425 DOI: 10.1007/s12020-023-03408-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 05/23/2023] [Indexed: 06/05/2023]
Abstract
PURPOSE Overall, thyroid cancer is the most common endocrine malignancy. This cancer is fifth most common cancer among adult women and the second most common cancer in women over 50 years old and it occurs in women 3 times more than men. The present systematic review and meta-analysis were designed with the aim of determining the 5-year survival rate of thyroid cancer in Asian countries in 2022. METHODS The current study is a systematic review and meta-analysis of thyroid cancer survival rates in Asian countries. Researchers in the study searched for articles published in six international databases: PubMed/Medline, EMBASE, Scopus, Google Scholar, ISI (Web of Knowledge), and ProQuest until July 03, 2022. A checklist (The Newcastle-Ottawa Quality Assessment Form) has been prepared in previous studies to evaluate the quality of articles. RESULTS In general, 38 articles were entered for the meta-analysis. The 5-year survival rate was 95.3%, with a 95% confidence interval of 93.5% to 96.6%. The year of study is a cause of variability in results of 5-year (Reg Coef = 0.145, P < 0.001). According to the results, an increased survival rate across the study period was observed. Human Development Index was a cause of variability in results of 5-year survival rates (Reg Coef = 12.420, P < 0.001). The results of Table 2 showed that women have 4% more 5-year survival rate than men (Hazard ratio: 1.05 CI: 95% 1.04-1.06)). CONCLUSION In general, the 5-year survival of thyroid cancer in Asian countries was higher than in European countries, but it is at a lower level than in the United States.
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Affiliation(s)
- Soheil Hassanipour
- Ph.D, Gastrointestinal and Liver Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran
| | - Reza Zare
- Student Research Committee, Larestan University of Medical Sciences, Larestan, Iran
| | - Alireza Shahedi
- Student Research Committee, Larestan University of Medical Sciences, Larestan, Iran
| | - Hamed Delam
- Student Research Committee, Larestan University of Medical Sciences, Larestan, Iran.
- Imam Reza Teaching Hospital, Larestan University of Medical Sciences, Larestan, Iran.
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