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Hu G, Niu W, Ge J, Xuan J, Liu Y, Li M, Shen H, Ma S, Li Y, Li Q. Identification of thyroid cancer biomarkers using WGCNA and machine learning. Eur J Med Res 2025; 30:244. [PMID: 40186253 DOI: 10.1186/s40001-025-02466-x] [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: 01/15/2025] [Accepted: 03/17/2025] [Indexed: 04/07/2025] Open
Abstract
OBJECTIVE The incidence of thyroid cancer (TC) is increasing in China, largely due to overdiagnosis from widespread screening and improved ultrasound technology. Identifying precise TC biomarkers is crucial for accurate diagnosis and effective treatment. METHODS TC patient data were obtained from TCGA. DEGs were analyzed using DESeq2, and WGCNA identified gene modules associated with TC. Machine learning algorithms (XGBoost, LASSO, RF) identified key biomarkers, with ROC and AUC > 0.95 indicating strong diagnostic performance. Immune cell infiltration and biomarker correlation were analyzed using CIBERSORT. RESULTS Four key genes (P4HA2, TFF3, RPS6KA5, EYA1) were found as potential biomarkers. High P4HA2 expression was associated with suppressed anti-tumor immune responses and promoted disease progression. In vitro studies showed that P4HA2 upregulation increased TC cell growth and migration, while its suppression reduced these activities. CONCLUSION Through bioinformatics and experimental validation, we identified P4HA2 as a key potential thyroid cancer biomarker. This finding provides new molecular targets for diagnosis and treatment. P4HA2 has the potential to be a diagnostic or therapeutic target, which could have significant implications for improving clinical outcomes in thyroid cancer patients.
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Affiliation(s)
- Gaofeng Hu
- Wenzhou Medical University, Wenzhou, Zhejiang, China
- Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Wenyuan Niu
- Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
- School of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Jiaming Ge
- Wenzhou Medical University, Wenzhou, Zhejiang, China
- Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Jie Xuan
- Wenzhou Medical University, Wenzhou, Zhejiang, China
- Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Yanyang Liu
- Wenzhou Medical University, Wenzhou, Zhejiang, China
- Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Mengjia Li
- Wenzhou Medical University, Wenzhou, Zhejiang, China
- Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Huize Shen
- Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
- School of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Shang Ma
- Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China.
| | - Yuanqiang Li
- Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China.
| | - Qinglin Li
- Wenzhou Medical University, Wenzhou, Zhejiang, China.
- Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China.
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2
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Sharma S, Nazar AH, Mishra P, Ora M, Arya A, Barai S, Pradhan PK, Gambhir S. A new therapeutic paradigm: radioiodine combined with lenvatinib for radioiodine-avid metastatic well-differentiated thyroid cancer. Nucl Med Commun 2025:00006231-990000000-00416. [PMID: 40165683 DOI: 10.1097/mnm.0000000000001980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
PURPOSE Management of metastatic well-differentiated thyroid cancer (WDTC) remains challenging, with significant morbidity and mortality. Multidisciplinary treatment, along with high-dose radioiodine therapy (HDRI), remains a mainstay. Morbidity and mortality benefits are noted, with seldom complete response. The foremost concerns are HDRI side effects, radioiodine refractoriness, macronodular lung, and bone metastasis. Lenvatinib is a standard of care in radioiodine-refractory disease. However, it remains unexplored in radioiodine-avid metastatic WDTC. This study investigates the effect of lenvatinib with HDRI in improving disease control and progression in radioiodine-avid metastatic WDTC. MATERIAL AND METHODS Fifteen patients with metastatic WDTC were enrolled with or without prior HDRI. The disease burden was evaluated with imaging [whole-body radioiodine scan (WBRI), PET-computed tomography (CT), or CT] and serum thyroglobulin (Tg) measurement. After excluding contraindication, lenvatinib was given for 3 months, along with thyroxine suppression. Adverse effects were monitored. Thyroxin was withdrawn, and the patient underwent WBRI followed by HDRI. Treatment response was evaluated based on imaging [response evaluation criteria in solid tumors (RECIST), PET response criteria in solid tumors (PERCIST), and WBRI] and tumor marker (Tg) parameters. RESULTS The mean age was 52.0 ± 14.2 years. Lung and bone metastases were noted in (12, 80%) and 10 (66%) patients. Nine (60%) patients already had HDRI (242.5 ± 140.3 mCi). Lenvatinib was well-tolerated, with two-thirds of patients having grade I toxicities. During follow-up (14.79 ± 5.93 months), one patient died of pneumonia unrelated to WDTC. Tg level fell from 45 800.8 ± 69 283.9 [median: 7094.0, interquartile range (IQR): 988.3-114 397.0] to 10 672.5 ± 18 490.5 (median: 1796.0, IQR: 171.0-17 090.0) ng/ml. Tg fall was not associated (P > 0.05) with age, sex, histopathology, and previous HDRI. Partial response and stable disease were noted in 10 and four patients, respectively, based on imaging (PERSIST and RECIST criteria) and tumor marker levels. One patient had disease progression on Tg and imaging. CONCLUSION HDRI, in combination with lenvatinib, demonstrated potential benefits in radioiodine-avid metastatic WDTC. The combination treatment was well-tolerated. There was an unprecedented fall in tumor marker level and partial response on imaging by a single cycle of the therapy. While a small sample size limited the study, preliminary data suggest that the synergistic effect may improve disease control. Further investigation with a larger cohort is warranted to confirm findings and explore potential response predictors.
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Affiliation(s)
| | | | - Prabhakar Mishra
- Department of Biostatistics and Health Informatics, SGPGIMS, Lucknow, Uttar Pradesh, India
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3
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Al-Ibraheem A, Scott AM, Abdlkadir AS, Vrachimis A, Lamoureux F, Trujillo PB, Bailey DL, More S, Giammarile F, Kumar R, Nonnekens J, Cutler CS, Urbain JLC, Dibble EH, Sathekge MM, Bomanji J, Cerci JJ, Thomas E, Small W, Louw L, O JH, Ting Lee S, Nadel H, Jacene H, Watabe T, Hee-Seung Bom H, Bouyoucef SE, Weston C, Wadsley J, Irwin AG, Croasdale J, Zanzonico P, Paez D, Ghesani M. Consensus Nomenclature for Radionuclide Therapy: Initial Recommendations from Nuclear Medicine Global Initiative. J Nucl Med 2025:jnumed.124.269215. [PMID: 40147850 DOI: 10.2967/jnumed.124.269215] [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: 12/02/2024] [Accepted: 03/04/2025] [Indexed: 03/29/2025] Open
Abstract
Since its inception in 2012, the Nuclear Medicine Global Initiative (NMGI) of the Society of Nuclear Medicine and Molecular Imaging has played an important role in addressing significant challenges in the field of nuclear medicine and molecular imaging. The first 3 projects were dedicated to standardizing pediatric nuclear medicine practices, addressing the global challenges of radionuclide access and availability, and assessing the educational and training initiatives on theranostics across the globe. These efforts aimed to advance human health, foster worldwide educational collaboration, and standardize procedural guidelines to enhance quality and safety in nuclear medicine practice. In its latest project, NMGI aimed to develop a unified nomenclature for systemic radionuclide therapy in nuclear medicine, addressing the diverse terminology currently used. An online survey was distributed to NMGI member organizations, drawing participation from various geographical locations and disciplines. The survey anonymously collected responses from physicians, physicists, scientists, radiopharmacists, radiopharmaceutical scientists, dosimetrists, technologists, and nurse managers, totaling 240 responses from 30 countries. Findings revealed a prevailing use of the term targeted radionuclide therapy for radionuclide therapy, with 52% of respondents expressing a preference for this term. In contrast, approximately 37% favored "radiopharmaceutical therapy," whereas 11% favored "molecular radionuclide therapy." Other key terms under the umbrella of targeted radionuclide therapy were also discussed to achieve a consensus on terminology. NMGI efforts to standardize terminology in this dynamic and fluid field should improve communication within the field, better reflect the technology used, enable comparison of results, and ultimately lead to improved patient outcomes.
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Affiliation(s)
- Akram Al-Ibraheem
- Department of Nuclear Medicine, King Hussein Cancer Center, Amman, Jordan
- School of Medicine, University of Jordan, Amman, Jordan
| | - Andrew M Scott
- Department of Molecular Imaging and Therapy, Austin Health, Heidelberg, Victoria, Australia
- Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
- Olivia Newton-John Cancer Research Institute and La Trobe University, Heidelberg, Victoria, Australia
| | | | - Alexis Vrachimis
- German Medical Institute, Limassol, Cyprus
- European Association of Nuclear Medicine, Vienna, Austria
| | - Francois Lamoureux
- Department of Nuclear Medicine, Radiology and Radiotherapy, Faculty of Medicine, University of Montréal, Montréal, Quebec, Canada
| | | | - Dale L Bailey
- Department of Nuclear Medicine, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Faculty of Medicine & Health, University of Sydney, Sydney, New South Wales, Australia
| | - Stuart More
- Division of Nuclear Medicine, Department of Radiation Medicine, University of Cape Town, Cape Town, South Africa
| | - Francesco Giammarile
- Nuclear Medicine and Diagnostic Imaging Section, International Atomic Energy Agency, Vienna, Austria
| | - Rakesh Kumar
- Department of Nuclear Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Julie Nonnekens
- Department of Molecular Genetics and Radiology & Nuclear Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Cathy S Cutler
- Isotope Production Laboratory, Collider-Accelerator Division, Brookhaven National Laboratory, Upton, New York
| | - Jean-Luc C Urbain
- Department of Nuclear Medicine, London Health Sciences Centre, London, Ontario, Canada
| | - Elizabeth H Dibble
- Department of Diagnostic Imaging, Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Mike Machaba Sathekge
- Department of Nuclear Medicine, University of Pretoria & Steve Biko Academic Hospital, Pretoria, South Africa
- Nuclear Medicine Research Infrastructure, Steve Biko Academic Hospital, Pretoria, South Africa
- Department of Nuclear Medicine, Steve Biko Academic Hospital, Pretoria, South Africa
| | - Jamshed Bomanji
- Institute of Nuclear Medicine, University College London, London, United Kingdom
| | - Juliano J Cerci
- Department of Nuclear Medicine, Quanta Diagnóstico e Terapia, Curitiba, Brazil
| | - Elizabeth Thomas
- Nuclear Medicine and Washington PET Service, Sir Charles Gairdner Hospital, Nedlands, West Australia, Australia
| | - William Small
- Department of Radiation Oncology, Stritch School of Medicine, Cardinal Bernadin Cancer Center, Loyola University Chicago, Maywood, Illinois
| | - Lizette Louw
- Center of Molecular Imaging and Theranostics, Johannesburg, South Africa
- University of the Witwatersrand, Johannesburg, South Africa
| | - Joo Hyun O
- College of Medicine, Catholic University of Korea, Seoul, South Korea
| | - Sze Ting Lee
- Department of Molecular Imaging and Therapy, Austin Health, Heidelberg, Victoria, Australia
- Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
- Olivia Newton-John Cancer Research Institute and La Trobe University, Heidelberg, Victoria, Australia
| | - Helen Nadel
- Division of Radiology, Lucille Packard Children's Hospital at Stanford University, Stanford, California
| | - Heather Jacene
- Department of Radiology, Dana-Farber/Brigham Cancer Center, Boston, Massachusetts
| | - Tadashi Watabe
- Department of Radiology, Graduate School of Medicine, Osaka University, Osaka, Japan
- Institute for Radiation Sciences, Osaka University, Osaka, Japan
| | - Henry Hee-Seung Bom
- Department of Nuclear Medicine, Chonnam National University Medical School and Hospital, Gwangju, Korea
| | | | | | | | - Andy G Irwin
- Swansea Bay University Health Board, Singleton Hospital, Swansea, United Kingdom
| | - Jilly Croasdale
- Sandwell and West Birmingham NHS Trust, West Midlands, United Kingdom
| | - Pat Zanzonico
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Diana Paez
- Nuclear Medicine and Diagnostic Imaging Section, Division of Human Health, Department of Nuclear Sciences and Applications, International Atomic Energy Agency, Vienna, Austria
| | - Munir Ghesani
- United Theranostics, Princeton, New Jersey; and
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, New York
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4
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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 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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Fung MMH, Tang EHM, Wu T, Luk Y, Au ICH, Liu X, Lee VHF, Wong CK, Wei Z, Cheng WY, Tai ICY, Ho JWK, Wong JWH, Lang BHH, Leung KSM, Wong ZSY, Wu JT, Wong CKH. Developing a named entity framework for thyroid cancer staging and risk level classification using large language models. NPJ Digit Med 2025; 8:134. [PMID: 40025285 PMCID: PMC11873034 DOI: 10.1038/s41746-025-01528-y] [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: 09/27/2024] [Accepted: 02/19/2025] [Indexed: 03/04/2025] Open
Abstract
We developed a named entity (NE) framework for information extraction from semi-structured clinical notes retrieved from The Cancer Genome Atlas-Thyroid Cancer (TCGA-THCA) database and examined Large Language Models (LLMs) strategies to classify the 8th edition of American Joint Committee on Cancer (AJCC) staging and American Thyroid Association (ATA) risk category for patients with well-differentiated thyroid cancer. The NE framework consisted of annotation guidelines development, ground truth labelling, prompting approaches, and evaluation codes. Four LLMs (Mistral-7B-Instruct, Llama-3.1-8B-Instruct, Gemma-2-9B-Instruct, and Qwen2.5-7B-Instruct) were offline utilised for information extraction, comparing with expert-curated ground truth. Our framework was developed using 50 TCGA-THCA pathology notes. 289 TCGA-THCA notes and 35 pseudo-clinical cases were used for validation. Taking an ensemble-like majority-vote strategy achieved satisfactory performance for AJCC and ATA in both development and validation sets. Our framework and ensemble classifier optimised efficiency and accuracy of classifying stage and risk category in thyroid cancer patients.
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Affiliation(s)
- Matrix M H Fung
- Division of Endocrine Surgery, Department of Surgery, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Eric H M Tang
- Laboratory of Data Discovery for Health (D²4H), Hong Kong Science Park, Hong Kong SAR, China
- Department of Family Medicine and Primary Care, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Tingting Wu
- Laboratory of Data Discovery for Health (D²4H), Hong Kong Science Park, Hong Kong SAR, China
| | - Yan Luk
- Division of Endocrine Surgery, Department of Surgery, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Ivan C H Au
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Xiaodong Liu
- Division of Endocrine Surgery, Department of Surgery, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Laboratory of Data Discovery for Health (D²4H), Hong Kong Science Park, Hong Kong SAR, China
| | - Victor H F Lee
- Department of Clinical Oncology, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Chun Ka Wong
- Department of Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Zhili Wei
- Laboratory of Data Discovery for Health (D²4H), Hong Kong Science Park, Hong Kong SAR, China
| | - Wing Yiu Cheng
- Laboratory of Data Discovery for Health (D²4H), Hong Kong Science Park, Hong Kong SAR, China
| | - Isaac C Y Tai
- Department of Orthopaedics and Traumatology, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Joshua W K Ho
- Laboratory of Data Discovery for Health (D²4H), Hong Kong Science Park, Hong Kong SAR, China
- School of Biomedical Science, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Jason W H Wong
- School of Biomedical Science, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Brian H H Lang
- Division of Endocrine Surgery, Department of Surgery, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Kathy S M Leung
- Laboratory of Data Discovery for Health (D²4H), Hong Kong Science Park, Hong Kong SAR, China
- The Hong Kong Jockey Club Global Health Institute, Hong Kong SAR, China
- WHO Collaborating Centre for Infectious Disease Epidemiology and Control, School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Zoie S Y Wong
- The Kirby Institute, University of New South Wales, Sydney, Australia
- Biomedical Informatics and Digital Health, School of Medical Sciences, The University of Sydney, Sydney, Australia
- Graduate School of Public Health, St. Luke's International University, Tokyo, Japan
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Joseph T Wu
- Laboratory of Data Discovery for Health (D²4H), Hong Kong Science Park, Hong Kong SAR, China.
- The Hong Kong Jockey Club Global Health Institute, Hong Kong SAR, China.
- WHO Collaborating Centre for Infectious Disease Epidemiology and Control, School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
- The University of Hong Kong-Shenzhen Hospital, Shenzhen, China.
| | - Carlos K H Wong
- Laboratory of Data Discovery for Health (D²4H), Hong Kong Science Park, Hong Kong SAR, China.
- Department of Family Medicine and Primary Care, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
- The Hong Kong Jockey Club Global Health Institute, Hong Kong SAR, China.
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
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6
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Ouyang G, Zhu Y, Ouyang Z. Investigation of Scutellaria Barbata's immunological mechanism against thyroid cancer using network pharmacology and experimental validation. Sci Rep 2025; 15:2490. [PMID: 39833432 PMCID: PMC11747344 DOI: 10.1038/s41598-025-86733-1] [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: 09/22/2024] [Accepted: 01/13/2025] [Indexed: 01/22/2025] Open
Abstract
Thyroid cancer (TC) is the most common endocrine malignancy, with a rapidly increasing global incidence. Scutellariae Barbatae Herba (SBH) exhibits significant antitumor activity; however, its mechanism against TC remains unclear. This study aims to explore the immunotherapeutic mechanism of SBH in treating TC through network pharmacology, bioinformatics analysis, and experimental validation. In the TCMSP database, the active components and potential targets of SBH were screened to construct a drug-component-target-disease network. TC targets were then filtered, and common targets were selected to build a protein-protein interaction network. GO and KEGG enrichment analyses were performed. The expression, prognosis, and immunotherapeutic roles of core genes were validated using TCGA databases. Molecular docking demonstrated the binding interactions between core components and targets. Finally, in vitro experiments were conducted to validate the results of the network pharmacology analysis. 14 active components and 29 potential targets of SBH in treating TC were identified from the TCMSP database. PPI network analysis highlighted SPP1 as a key target. GO enrichment analysis involved 722 biological processes, 24 cellular components, and 73 molecular functions. KEGG enrichment analysis suggested that the anticancer effect of SBH might be mediated through signaling pathways such as AGE-RAGE and PI3K-Akt. TCGA data indicated that SPP1 is highly expressed in TC and is associated with diagnosis, pathological stage, N stage, and gender of TC patients. Additionally, SPP1 expression correlated with the infiltration of 24 types of immune cells, with the highest correlation observed with macrophages. Molecular docking demonstrated that SPP1 has high binding stability with quercetin, Rhamnazin, and Salvigenin, with binding energies of -8.117, -7.494, and - 7.202 kJ∙mol - 1, respectively. Experimental validation showed that quercetin inhibited the growth of TC cells in a dose-dependent manner. Protein results indicated that quercetin downregulated SPP1 mRNA and protein expression. This study combines database predictions with experimental validation to reveal the potential mechanisms of SBH against TC, providing effective strategies for the immunotherapy of TC.
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Affiliation(s)
- Gen Ouyang
- Jiangxi Province Hospital of Integrated Chinese and Western Medicine, No. 90, Bayi Avenue, Donghu District, Nanchang, 330002, Jiangxi, China.
| | - Yuangui Zhu
- Jiangxi Province Hospital of Integrated Chinese and Western Medicine, No. 90, Bayi Avenue, Donghu District, Nanchang, 330002, Jiangxi, China
| | - Zhehao Ouyang
- Jiangxi University of Chinese Medicine, Nanchang, 330002, Jiangxi, China
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7
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Chen Y, Zheng S, Zang J, Shao Z, Tu D, Liu Q, Chen X, Miao W, Zhang J. [ 68Ga]Ga-LNC1007 versus 2-[ 18F]FDG in the evaluation of patients with metastatic differentiated thyroid cancer: a head-to-head comparative study. Eur J Nucl Med Mol Imaging 2025; 52:683-692. [PMID: 39404790 DOI: 10.1007/s00259-024-06930-4] [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: 05/20/2024] [Accepted: 09/24/2024] [Indexed: 01/30/2025]
Abstract
PURPOSE This head-to-head comparison study aimed to compare the performance of [68Ga]Ga-FAPI-RGD (LNC1007) and 2-[18F]FDG PET/CT in the evaluation of patients with metastatic differentiated thyroid cancer (mDTC). METHODS Ten unexplained hyperthyroglobulinemia (UHTg) patients and 20 patients with definite metastatic lesions of thyroid cancer (DmDTC) were enrolled in the study. All patients underwent both [68Ga]Ga-LNC1007 and 2-[18F]FDG PET/CT within 1 week. The final diagnosis was based on histopathological results and a comprehensive evaluation of laboratory tests and multimodal imaging characteristics. RESULTS In patients with UHTg, [68Ga]Ga-LNC1007 PET/CT detected more metastatic lymph nodes (LNs) (17 vs. 15, P = 0.317) and lung lesions (2 vs. 0) than 2-[18F]FDG. In patients with DmDTC, [68Ga]Ga-LNC1007 PET/CT also detected more true positive lesions than 2-[18F]FDG (Total: 133 vs. 103, LN: 20 vs. 15, lung: 18 vs. 10, bone: 87 vs.73). [68Ga]Ga-LNC1007 PET/CT demonstrated significantly higher SUVmax (Total: 6.30 vs. 3.84, LN: 8.28 vs. 4.82, Lung: 3.31 vs. 1.49, Bone: 5.73 vs. 3.87, all P < 0.05) and TBR (Total: 6.92 vs. 4.93, LN: 6.48 vs. 4.16, Lung: 5.16 vs. 2.57, Bone: 7.22 vs. 5.41, all P < 0.05) in true positive lesions compared to 2-[18F]FDG. Specifically, the sensitivity of [68Ga]Ga-LNC1007 PET/CT was higher than that of 2-[18F]FDG in detecting lung and bone metastases (94.7% vs. 52.6% and 100% vs. 83.9%, all P < 0.05). [68Ga]Ga-LNC1007 PET/CT exhibited better specificity and accuracy in diagnosing LNs (96.9% vs. 66.7% and 96.3% vs. 68.5%, all P < 0.05). However, the specificity of [68Ga]Ga-LNC1007 for bone metastasis was inferior to 2-[18F]FDG (15.4% vs. 88.5%, P < 0.05). CONCLUSION Compared with 2-[18F]FDG, [68Ga]Ga-LNC1007 PET/CT could detect more metastatic lesions, with higher SUVmax and TBR, in patients with mDTC. [68Ga]Ga-LNC1007 had better accuracy in the diagnosis of LN and lung metastasis. Trial registration ClinicalTrials.gov NCT05515783. Registered 01 May 2022. URL of registry https://classic. CLINICALTRIALS gov/ct2/show/NCT05515783.
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Affiliation(s)
- Yun Chen
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, No 20 Chazhong Road, Taijiang District, Fuzhou, 350005, Fujian Province, China
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Changle District, Fuzhou, 350212, China
- Department of Nuclear Medicine, Provincial Clinical Key Specialty of Fujian, Fuzhou, China
| | - Shan Zheng
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, No 20 Chazhong Road, Taijiang District, Fuzhou, 350005, Fujian Province, China
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Changle District, Fuzhou, 350212, China
- Department of Nuclear Medicine, Provincial Clinical Key Specialty of Fujian, Fuzhou, China
| | - Jie Zang
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, No 20 Chazhong Road, Taijiang District, Fuzhou, 350005, Fujian Province, China
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Changle District, Fuzhou, 350212, China
- Department of Nuclear Medicine, Provincial Clinical Key Specialty of Fujian, Fuzhou, China
| | - Zezhong Shao
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, No 20 Chazhong Road, Taijiang District, Fuzhou, 350005, Fujian Province, China
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Changle District, Fuzhou, 350212, China
- Department of Nuclear Medicine, Provincial Clinical Key Specialty of Fujian, Fuzhou, China
| | - Dongmei Tu
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, No 20 Chazhong Road, Taijiang District, Fuzhou, 350005, Fujian Province, China
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Changle District, Fuzhou, 350212, China
- Department of Nuclear Medicine, Provincial Clinical Key Specialty of Fujian, Fuzhou, China
| | - Qun Liu
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, No 20 Chazhong Road, Taijiang District, Fuzhou, 350005, Fujian Province, China
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Changle District, Fuzhou, 350212, China
- Department of Nuclear Medicine, Provincial Clinical Key Specialty of Fujian, Fuzhou, China
| | - Xiaoyuan Chen
- Departments of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 119074, Singapore.
- Theranostics Center of Excellence, Yong Loo Lin School of Medicine, National University of Singapore, 11 Biopolis Way, Helios, Singapore, 138667, Singapore.
- Clinical Imaging Research Centre, Centre for Translational Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117599, Singapore.
- Nanomedicine Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore.
- Departments of Chemical and Biomolecular Engineering, and Biomedical Engineering, Faculty of Engineering, National University of Singapore, Singapore, 117597, Singapore.
- Institute of Molecular and Cell Biology, Agency for Science, Technology, and Research (A*STAR), 61 Biopolis Drive, Proteos, Singapore, 138673, Singapore.
| | - Weibing Miao
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, No 20 Chazhong Road, Taijiang District, Fuzhou, 350005, Fujian Province, China.
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Changle District, Fuzhou, 350212, China.
- Department of Nuclear Medicine, Provincial Clinical Key Specialty of Fujian, Fuzhou, China.
- Fujian Key Laboratory of Precision Medicine for Cancer, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, Fujian Province, China.
| | - Jingjing Zhang
- Departments of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 119074, Singapore.
- Theranostics Center of Excellence, Yong Loo Lin School of Medicine, National University of Singapore, 11 Biopolis Way, Helios, Singapore, 138667, Singapore.
- Clinical Imaging Research Centre, Centre for Translational Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117599, Singapore.
- Nanomedicine Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore.
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8
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Wang Y, Chang J, Hu B, Yang S. Systemic Immune-Inflammation Index and Systemic Inflammation Response Index Predict the Response to Radioiodine Therapy for Differentiated Thyroid Cancer. J Inflamm Res 2024; 17:8531-8541. [PMID: 39539726 PMCID: PMC11559188 DOI: 10.2147/jir.s493397] [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: 08/28/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024] Open
Abstract
Purpose This research sought to evaluate the clinical value of systemic immune-inflammation index and systemic inflammation response index in predicting the response to radioactive iodine (RAI) therapy in individuals diagnosed with differentiated thyroid cancer. Patients and Methods This retrospective study included 406 patients with differentiated thyroid cancer who received initial RAI therapy and follow-up from December 2019 to December 2023. Patients were divided into two groups based on imaging and serum indicators to evaluate the response to radioactive iodine treatment: the ER group (excellent response) and the non-ER group (suboptimal response). Systemic immune-inflammation index and systemic inflammation response index were calculated based on peripheral blood cell counts before treatment. Multivariable logistic regression analysis was used to assess the independent associations of these indices with the therapeutic response to radioiodine treatment. Receiver operating characteristic (ROC) curves were graphed and the area under the curve (AUC) was calculated to evaluate their predictive ability. Results Compared to the ER group, patients in the non-ER group had significantly elevated systemic immune-inflammation index and systemic inflammation response index levels (p < 0.001). After adjusting for confounding factors, there was a significant association between these indices and the response to radioactive iodine treatment in patients with differentiated thyroid cancer. The optimal cutoff values for predicting the response to RAI treatment were 668.91 for systemic immune-inflammation index (AUC=0.692, sensitivity 58.2%, specificity 73.1%, 95% CI: 0.639-0.745, p < 0.001) and 0.47 for systemic inflammation response index (AUC=0.664, sensitivity 85.6%, specificity 42.7%, 95% CI: 0.612-0.717, p < 0.001). Conclusion Systemic immune-inflammation index and systemic inflammation response index could be valuable for predicting the response to RAI treatment in individuals diagnosed with differentiated thyroid cancer. Further research is needed to explore their practical utility, and these novel inflammation markers could serve as adjunct tools in clinical practice.
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Affiliation(s)
- Yan Wang
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030001, People’s Republic of China
- Academy of Medical Sciences, Shanxi Medical University, Taiyuan, Shanxi, 030001, People’s Republic of China
| | - Junshun Chang
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030001, People’s Republic of China
| | - Ben Hu
- The Fifth Clinical Medical School of Anhui Medical University, Hefei, Anhui, People’s Republic of China
| | - Suyun Yang
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030001, People’s Republic of China
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Chen XY, Lai JY, Shen WJ, Wang D, Wei ZX. Investigation of risk signatures associated with anoikis in thyroid cancer through integrated transcriptome and Mendelian randomization analysis. Front Endocrinol (Lausanne) 2024; 15:1458956. [PMID: 39568815 PMCID: PMC11576184 DOI: 10.3389/fendo.2024.1458956] [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: 07/03/2024] [Accepted: 10/17/2024] [Indexed: 11/22/2024] Open
Abstract
Background Anoikis is intricately associated with the malignant progression of cancer. Thyroid cancer (THCA) is the most common endocrine tumor, metastasis is closely related to treatment response and prognosis of THCA. Hence, it is imperative to comprehensively identify predictive prognostic genes and novel molecular targets for effective THCA therapy. Methods Differential expression analysis and weighted gene co-expression network analysis (WGCNA) were utilized to mine differentially expressed anoikis-related (DE-ARGs). Then, the prognostic genes were identified and a risk signature was constructed for THCA using univariate Cox analysis and least absolute shrinkage and selection operator (LASSO) method. Furthermore, the associations between risk signature and immune infiltration, immunotherapy, as well as potential mechanisms of action were determined using multiple R packages and Wilcoxon test. Finally, Mendelian randomized (MR) analysis was conducted to investigate the causal relationship between the prognostic genes and THCA. Results In total, six prognostic genes (LRRC75A, METTL7B, ADRA1B, TPD52L1, TNFRSF10C, and CXCL8) related to anoikis were identified, and the corresponding risk signature were constructed to assess the survival time of THCA patients. Immunocorrelation analysis demonstrated the anoikis-relevant risk signature could be used to evaluate immunotherapy effects in THCA patients, and the infiltration of immune cells was correlated with the degree of risk in THCA patients. According to two-sample MR analysis, there was the significant causal relationship between CXCL8 and THCA (odds ratio [OR] > 1 & p< 0.05), and the increase of its gene expression would lead to an increased risk of THCA. Furthermore, real-time quantitative polymerase chain reaction (RT-qPCR) confirmed the upregulated expression patterns of these prognostic genes in THCA tissues. Conclusion In conclusion, we constructed the risk signature related to anoikis for THCA, which might have important clinical significance for improving the quality of life and treatment effect of THCA patients.
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Affiliation(s)
- Xiang-Yi Chen
- Department of Nuclear Medicine, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jia-Ying Lai
- Department of Nuclear Medicine, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Wen-Jun Shen
- Department of Nuclear Medicine, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Dawei Wang
- Department of Medical Engineering, Medical Supplies Center of PLA General Hospital, Beijing, China
- Department of Nuclear Medicine, The Sixth Medical Center of PLA General Hospital, Beijing, China
| | - Zhi-Xiao Wei
- Department of Nuclear Medicine, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
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10
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Huang W, Yang Y, Zhan P, Jiang L, Chen J, Zheng H. Case report: A rare case of breast and multiorgan metastases secondary to papillary thyroid carcinoma. Front Oncol 2024; 14:1422817. [PMID: 39558959 PMCID: PMC11570576 DOI: 10.3389/fonc.2024.1422817] [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: 04/24/2024] [Accepted: 10/09/2024] [Indexed: 11/20/2024] Open
Abstract
Papillary thyroid carcinoma (PTC) is generally considered a highly indolent endocrine malignancy, often accompanied by cervical lymph node metastasis and rarely involving distant metastases. We present a rare case of a 37-year-old woman with PTC, who exhibited regional lymph node metastasis, right breast metastasis, and probable right psoas major and multiple bone metastases. Initial symptoms included hoarseness, and subsequent examination revealed a secondary malignant tumor in the right breast, originating from the thyroid gland. This case highlights an unusual pattern of multiple systemic metastasis in PTC, particularly the rare occurrence of breast metastasis.
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Affiliation(s)
- Wenqin Huang
- Department of Breast Surgery, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, National Key Clinical Specialty Construction Discipline, Hubei Provincial Clinical Research Center for Breast Cancer, Wuhan Clinical Research Center for Breast Cancer, Wuhan, Hubei, China
| | - Yalong Yang
- Department of Breast Surgery, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, National Key Clinical Specialty Construction Discipline, Hubei Provincial Clinical Research Center for Breast Cancer, Wuhan Clinical Research Center for Breast Cancer, Wuhan, Hubei, China
| | - Peng Zhan
- Department of Breast Surgery, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, National Key Clinical Specialty Construction Discipline, Hubei Provincial Clinical Research Center for Breast Cancer, Wuhan Clinical Research Center for Breast Cancer, Wuhan, Hubei, China
| | - Liang Jiang
- Department of Head and Neck Surgery, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jian Chen
- Department of Head and Neck Surgery, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Hongmei Zheng
- Department of Breast Surgery, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, National Key Clinical Specialty Construction Discipline, Hubei Provincial Clinical Research Center for Breast Cancer, Wuhan Clinical Research Center for Breast Cancer, Wuhan, Hubei, China
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11
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Tuo Z, Gao M, Jiang C, Zhang D, Chen X, Jiang Z, Wang J. Construction of M2 macrophage-related gene signature for predicting prognosis and revealing different immunotherapy response in bladder cancer patients. Clin Transl Oncol 2024:10.1007/s12094-024-03698-9. [PMID: 39347941 DOI: 10.1007/s12094-024-03698-9] [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: 06/12/2024] [Accepted: 08/22/2024] [Indexed: 10/01/2024]
Abstract
BACKGROUND Bladder cancer development is closely associated with the dynamic interaction and communication between M2 macrophages and tumor cells. However, specific biomarkers for targeting M2 macrophages in immunotherapy remain limited and require further investigation. METHODS In this study, we identified key co-expressed genes in M2 macrophages and developed gene signatures to predict prognosis and immunotherapy response in patients. Public database provided the bioinformatics data used in the analysis. We created and verified an M2 macrophage-related gene signature in these datasets using Lasso-Cox analysis. RESULTS The predictive value and immunological functions of our risk model were examined in bladder cancer patients, and 158 genes were found to be significantly positively correlated with M2 macrophages. Moreover, we identified two molecular subgroups of bladder cancer with markedly different immunological profiles and clinical prognoses. The five key risk genes identified in this model were validated, including CALU, ECM1, LRP1, CYTL1, and CCDC102B, demonstrating the model can accurately predict prognosis and identify unique responses to immunotherapy in patients with bladder cancer. CONCLUSIONS In summary, we constructed and validated a five-gene signature related to M2 macrophages, which shows strong potential for forecasting bladder cancer prognosis and immunotherapy response.
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Affiliation(s)
- Zhouting Tuo
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Mingzhu Gao
- Department of Oncology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Chao Jiang
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Duobing Zhang
- Department of Urology, Suzhou Hospital of Anhui Medical University, Suzhou, 234000, China
- Department of Urology, Suzhou Municipal Hospital of Anhui Province, Suzhou, 234000, China
| | - Xin Chen
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Zhiwei Jiang
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China.
| | - Jinyou Wang
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China.
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12
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Yi Q, Zhu G, Ouyang X, Zhu W, Zhong K, Chen Z, Zhong J. LINC01089 in cancer: multifunctional roles and therapeutic implications. J Transl Med 2024; 22:858. [PMID: 39334363 PMCID: PMC11429488 DOI: 10.1186/s12967-024-05693-8] [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: 08/08/2024] [Accepted: 09/18/2024] [Indexed: 09/30/2024] Open
Abstract
LINC01089 is a prime example of a long non-coding RNA that plays a pivotal role in the progression of human cancers. The gene encoding this lncRNA is located on 12q24.31. LINC01089 has been demonstrated to exert tumor-suppressive effects in various cancers, including colorectal cancer, gastric cancer, lung cancer, ovarian cancer, cervical cancer, papillary thyroid carcinoma, breast cancer, and osteosarcoma. However, its role in hepatocellular carcinoma shows significant discrepancies across different studies. In this review, we systematically explore the functions of LINC01089 in human cancers through bioinformatics analysis, clinical studies, animal models, and fundamental experimental research. Furthermore, we delve into the biological mechanisms and functions of LINC01089, and discuss its potential as a future biomarker and therapeutic target in detail.
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Affiliation(s)
- Qiang Yi
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi, China
| | - Gangfeng Zhu
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi, China
| | - Xinting Ouyang
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi, China
| | - Weijian Zhu
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi, China
| | - Kui Zhong
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi, China
| | - Zheng Chen
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi, China
| | - Jinghua Zhong
- Department of Oncology, The First Affiliated Hospital of Gannan Medical University, 128 Jinling Road, Ganzhou, 341000, Jiangxi, China.
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13
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Wang L, An Y, Wei X, Huang X, Tu Y, Qiao L, Zhu W. In silico screening combined with bioactivity evaluation to identify AMI-1 as a novel anticancer compound by targeting AXL. J Biomol Struct Dyn 2024; 42:7686-7698. [PMID: 37691424 DOI: 10.1080/07391102.2023.2255654] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 07/20/2023] [Indexed: 09/12/2023]
Abstract
Recently, some studies have proven that AXL plays a crucial role in the drug resistance of tumors. At present, no AXL inhibitors on the market and it is essential to discover novel compounds targeting AXL to overcome resistance. In this work, based on the anchor structure, 21,313 compounds were obtained by substructure search from more than 400,000 compounds. Then, the Qvina and Ledock were selected for virtual screening to obtain 17 compounds. Next, four compounds (ARRY614, AMI-1, NG25, and Butein) were selected for bioactivity evaluation after hydrogen bond and cluster analysis. Further activity evaluation suggested that the compound AMI-1 is a novel AXL inhibitor with an IC50 value of 1.13 uM. In addition, molecular dynamics simulation demonstrated that compound AMI-1 contained lower binding energy and more key residues than the other three compounds, showing the best inhibitory activity against AXL. Finally, further MM/PBSA prediction showed that AMI-1 is more sensitive to mutant protein 3IKA than wildtype protein 1M17, which means that the AMI-1 may be helpful to overcome the resistance of EGFRT790M mutations. In conclusion, this work successfully discovered a novel compound with moderate inhibitory activity against AXL by a drug discovery workflow, which also could be applied to discover active compounds for other targets quickly.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Linxiao Wang
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, China
| | - Yufeng An
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, China
| | - Xiongpiao Wei
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, China
| | - Xiaoling Huang
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, China
| | - Yuanbiao Tu
- Cancer Research Center, Jiangxi University of Traditional Chinese Medicine, Nanchang, China
| | - Lukai Qiao
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, China
| | - Wufu Zhu
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, China
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Wang B, Hu S, Teng Y, Chen J, Wang H, Xu Y, Wang K, Xu J, Cheng Y, Gao X. Current advance of nanotechnology in diagnosis and treatment for malignant tumors. Signal Transduct Target Ther 2024; 9:200. [PMID: 39128942 PMCID: PMC11323968 DOI: 10.1038/s41392-024-01889-y] [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: 01/07/2024] [Revised: 05/04/2024] [Accepted: 06/02/2024] [Indexed: 08/13/2024] Open
Abstract
Cancer remains a significant risk to human health. Nanomedicine is a new multidisciplinary field that is garnering a lot of interest and investigation. Nanomedicine shows great potential for cancer diagnosis and treatment. Specifically engineered nanoparticles can be employed as contrast agents in cancer diagnostics to enable high sensitivity and high-resolution tumor detection by imaging examinations. Novel approaches for tumor labeling and detection are also made possible by the use of nanoprobes and nanobiosensors. The achievement of targeted medication delivery in cancer therapy can be accomplished through the rational design and manufacture of nanodrug carriers. Nanoparticles have the capability to effectively transport medications or gene fragments to tumor tissues via passive or active targeting processes, thus enhancing treatment outcomes while minimizing harm to healthy tissues. Simultaneously, nanoparticles can be employed in the context of radiation sensitization and photothermal therapy to enhance the therapeutic efficacy of malignant tumors. This review presents a literature overview and summary of how nanotechnology is used in the diagnosis and treatment of malignant tumors. According to oncological diseases originating from different systems of the body and combining the pathophysiological features of cancers at different sites, we review the most recent developments in nanotechnology applications. Finally, we briefly discuss the prospects and challenges of nanotechnology in cancer.
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Affiliation(s)
- Bilan Wang
- Department of Pharmacy, Evidence-based Pharmacy Center, Children's Medicine Key Laboratory of Sichuan Province, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, West China Second University Hospital, Sichuan University, Chengdu, 610041, P.R. China
| | - Shiqi Hu
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, West China Second University Hospital, Sichuan University, Chengdu, 610041, P.R. China
- Department of Gynecology and Obstetrics, Development and Related Diseases of Women and Children Key Laboratory of Sichuan Province, Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, West China Second University Hospital, Sichuan University, Chengdu, 610041, P.R. China
| | - Yan Teng
- Institute of Laboratory Medicine, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 610072, P.R. China
| | - Junli Chen
- West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - Haoyuan Wang
- Department of Neurosurgery and Institute of Neurosurgery, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China
| | - Yezhen Xu
- Department of Neurosurgery and Institute of Neurosurgery, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China
| | - Kaiyu Wang
- Department of Neurosurgery and Institute of Neurosurgery, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China
| | - Jianguo Xu
- Department of Neurosurgery and Institute of Neurosurgery, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China
| | - Yongzhong Cheng
- Department of Neurosurgery and Institute of Neurosurgery, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China.
| | - Xiang Gao
- Department of Neurosurgery and Institute of Neurosurgery, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China.
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15
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Xu T, Zhang W, Zhang Y, Song F, Huang P. Ophiopogonin D' inhibited tumour growth and metastasis of anaplastic thyroid cancer by modulating JUN/RGS4 signalling. J Cell Mol Med 2024; 28:e70014. [PMID: 39153211 PMCID: PMC11330285 DOI: 10.1111/jcmm.70014] [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: 06/20/2024] [Revised: 07/18/2024] [Accepted: 08/09/2024] [Indexed: 08/19/2024] Open
Abstract
Anaplastic thyroid cancer (ATC), an aggressive malignancy with virtually 100% disease-specific mortality, has long posed a formidable challenge in oncology due to its resistance to conventional treatments and the severe side effects associated with current regimens such as doxorubicin chemotherapy. Consequently, there was urgent need to identify novel candidate compounds that could provide innovative therapeutic strategies for ATC. Ophiopogonin D' (OPD'), a triterpenoid saponin extracted, yet its roles in ATC has not been reported. Our data demonstrated that OPD' potently inhibited proliferation and metastasis of ATC cells, promoting cell cycle arrest and apoptosis. Remarkably, OPD' impeded growth and metastasis of ATC in vitro and in vivo, displaying an encouraging safety profile. Regulator of G-protein signalling 4 (RGS4) expression was significantly up-regulated in ATC compared to normal tissues, and this upregulation was suppressed by OPD' treatment. Mechanistically, we elucidated that the transcription factor JUN bound to the RGS4 promoter, driving its transactivation. However, OPD' interacted with JUN, attenuating its transcriptional activity and thereby disrupting RGS4 overexpression. In summary, our research revealed that OPD' bound with JUN, which in turn resulted in the suppression of transcriptional activation of RGS4, thereby eliciting cell cycle arrest and apoptosis in ATC cells. These findings could offer promise in the development of high-quality candidate compounds for treatment in ATC.
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Affiliation(s)
- Tong Xu
- Center for Clinical Pharmacy, Cancer Center, Department of PharmacyZhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical CollegeHangzhouZhejiangChina
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhouZhejiangChina
| | - Wanli Zhang
- Institute of Pharmacology, Department of Pharmaceutical SciencesZhejiang University of TechnologyHangzhouZhejiangChina
| | - Yiwen Zhang
- Center for Clinical Pharmacy, Cancer Center, Department of PharmacyZhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical CollegeHangzhouZhejiangChina
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhouZhejiangChina
- Clinical Research Center for Cancer of Zhejiang ProvinceHangzhouZhejiangChina
| | - Feifeng Song
- Center for Clinical Pharmacy, Cancer Center, Department of PharmacyZhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical CollegeHangzhouZhejiangChina
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhouZhejiangChina
| | - Ping Huang
- Center for Clinical Pharmacy, Cancer Center, Department of PharmacyZhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical CollegeHangzhouZhejiangChina
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhouZhejiangChina
- Clinical Research Center for Cancer of Zhejiang ProvinceHangzhouZhejiangChina
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16
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Gao Y, Wang Z, Yu J, Chen L. Thyroid cancer and cardiovascular diseases: a Mendelian randomization study. Front Cardiovasc Med 2024; 11:1344515. [PMID: 38725832 PMCID: PMC11080944 DOI: 10.3389/fcvm.2024.1344515] [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: 11/26/2023] [Accepted: 03/04/2024] [Indexed: 05/12/2024] Open
Abstract
Background Multiple observational studies have shown associations between thyroid cancer (TC) and cardiovascular diseases (CVDs). However, the results were inconsistent, and the potential causal genetic relationship remains unclear. Methods The genetic instruments of TC and CVDs were derived from data obtained through genome-wide association studies (GWAS). We performed the two-sample Mendelian randomization(MR) methods to investigate the causality of TC on CVDs. Summary-level statistics for CVDs, including heart failure (HF), atrial fibrillation (AF), coronary artery disease (CAD), myocardial infarction (MI), ischemic stroke (IS) and venous thromboembolism (VTE). The primary method employed in this MR analysis was the Inverse Variance Weighted (IVW) approach, and four additional algorithms were used: MR-Egger, weighted median, simple mode, and weighted mode. Additionally, we assessed the reliability of the causal relationship through pleiotropy, heterogeneity and leave-one-out sensitivity analysis. Results In this MR analysis, we only detected causality of genetically predicted TC on HF (IVW method, odds ratio (OR) = 1.00134, 95% confidence interval (CI): 1.00023-1.00244, p = 0.017). However, There were no causal associations of TC with CAD, MI, AF, IS, and VTE. Conclusion Our results confirmed the causal association between TC and HF. It is crucial to closely monitor the incidence of HF in TC patients and give comprehensive clinical intervention based on conventional treatment.
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Affiliation(s)
- Yamei Gao
- Department of Oncology, Tianjin Binhai New Area Dagang Hospital, Tianjin, China
| | - Zhijia Wang
- Department of Cardiovascular Medicine, Tianjin Medical University General Hospital, Tianjin, China
| | - Jinsheng Yu
- Department of Oncology, Tianjin Binhai New Area Dagang Hospital, Tianjin, China
| | - Lijun Chen
- Department of Oncology, Tianjin Binhai New Area Dagang Hospital, Tianjin, China
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17
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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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18
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Sartori PV, Andreani S, De Pasquale L, Pauna I, Bulfamante AM, Aiello PSL, Melcarne R, Giacomelli L, Boniardi M. How to Manage Advanced Differentiated Thyroid Cancer: Step-by-Step Analysis from Two Italian Tertiary Referral Centers. J Clin Med 2024; 13:708. [PMID: 38337400 PMCID: PMC10856418 DOI: 10.3390/jcm13030708] [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: 11/28/2023] [Revised: 01/12/2024] [Accepted: 01/16/2024] [Indexed: 02/12/2024] Open
Abstract
BACKGROUND Differentiated thyroid carcinoma (DTC) has an excellent prognosis; however, advanced disease is associated with a worse prognosis and is relatively common. Surgery followed by RAI treatment remains the mainstream treatment for a large majority of patients with high- and intermediate-risk DTC, but its benefits should be carefully weighed against the potential for harm. The aim of this paper is to critically review the experience in treating advanced DTC at two tertiary referral centers in Italy. METHODS Retrospective analysis of 300 patients who underwent surgery for ADTC over 30 years. RESULTS The complication rate was 50.33%. A total of 135 patients (45%) remained at regular follow-up, 118 (87.4%) were alive, while 17 (12.6%) were deceased. The mean overall survival at 12 years was 84.8% with a mean of 238 months. Eleven patients (8.1%) experienced a relapse after a median of 13 months. CONCLUSIONS ADTC patients adequately treated can achieve prolonged survival even in the case of metastasis or disease relapse. Patients with ADTC should be referred to high-volume centers with the availability of an extended multidisciplinary team to receive tailored treatment.
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Affiliation(s)
| | - Sara Andreani
- Endocrine Surgery Unit, Niguarda Hospital, 20162 Milan, Italy; (S.A.); (I.P.); (P.S.L.A.); (M.B.)
| | - Loredana De Pasquale
- Thyroid and Parathyroid Surgery Service-Otolaryngology Unit, ASST Santi Paolo e Carlo, Department of Health Sciences, University of Milan, 20122 Milan, Italy;
| | - Iuliana Pauna
- Endocrine Surgery Unit, Niguarda Hospital, 20162 Milan, Italy; (S.A.); (I.P.); (P.S.L.A.); (M.B.)
| | - Antonio Mario Bulfamante
- Pediatric Otolaryngology Unit, ASST Fatebenefratelli-Sacco, Buzzi Children Hospital, 20162 Milan, Italy;
| | | | - Rossella Melcarne
- Department of Translational and Precision Medicine, Sapienza University of Rome, AOU Umberto I, 00185 Rome, Italy;
| | - Laura Giacomelli
- Department of General and Specialty Surgery, Sapienza University of Rome, AOU Umberto I, 00185 Rome, Italy;
| | - Marco Boniardi
- Endocrine Surgery Unit, Niguarda Hospital, 20162 Milan, Italy; (S.A.); (I.P.); (P.S.L.A.); (M.B.)
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19
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Zhang J, Zhou X, Yao F, Zhang J, Li Q. TIPARP as a prognostic biomarker and potential immunotherapeutic target in male papillary thyroid carcinoma. Cancer Cell Int 2024; 24:34. [PMID: 38233939 PMCID: PMC10795290 DOI: 10.1186/s12935-024-03223-6] [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: 09/18/2023] [Accepted: 01/10/2024] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND Male patients with papillary thyroid carcinoma (PTC) tend to have poorer prognosis compared to females, partially attributable to a higher rate of lymph node metastasis (LNM). Developing a precise predictive model for LNM occurrence in male PTC patients is imperative. While preliminary predictive models exist, there is room to improve accuracy. Further research is needed to create optimized prognostic models specific to LNM prediction in male PTC cases. METHODS We conducted a comprehensive search of publicly available microarray datasets to identify candidate genes continuously upregulated or downregulated during PTC progression in male patients only. Univariate Cox analysis and lasso regression were utilized to construct an 11-gene signature predictive of LNM. TIPARP emerged as a key candidate gene, which we validated at the protein level using immunohistochemical staining. A prognostic nomogram incorporating the signature and clinical factors was developed based on the TCGA cohort. RESULTS The 11-gene signature demonstrated good discriminative performance for LNM prediction in training and validation datasets. High TIPARP expression associated with advanced stage, high T stage, and presence of LNM. A prognostic nomogram integrating the signature and clinical variables reliably stratified male PTC patients into high and low recurrence risk groups. CONCLUSIONS We identified a robust 11-gene signature and prognostic nomogram for predicting LNM occurrence in male PTC patients. We propose TIPARP as a potential contributor to inferior outcomes in males, warranting further exploration as a prognostic biomarker and immunotherapeutic target. Our study provides insights into the molecular basis for gender disparities in PTC.
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Affiliation(s)
- Jianlin Zhang
- General Surgery Center, Department of Thyroid Surgery, Zhujiang Hospital, Southern Medical University, 253 Gongye Middle Avenue, Haizhu District, Guangzhou, Guangdong, 510280, China
| | - Xumin Zhou
- General Surgery Center, Department of Thyroid Surgery, Zhujiang Hospital, Southern Medical University, 253 Gongye Middle Avenue, Haizhu District, Guangzhou, Guangdong, 510280, China
| | - Fan Yao
- General Surgery Center, Department of Thyroid Surgery, Zhujiang Hospital, Southern Medical University, 253 Gongye Middle Avenue, Haizhu District, Guangzhou, Guangdong, 510280, China
| | - JiaLi Zhang
- General Surgery Center, Department of Thyroid Surgery, Zhujiang Hospital, Southern Medical University, 253 Gongye Middle Avenue, Haizhu District, Guangzhou, Guangdong, 510280, China
| | - Qiang Li
- General Surgery Center, Department of Thyroid Surgery, Zhujiang Hospital, Southern Medical University, 253 Gongye Middle Avenue, Haizhu District, Guangzhou, Guangdong, 510280, China.
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20
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Du Q, Shen W. Research progress of plant-derived natural products in thyroid carcinoma. Front Chem 2024; 11:1279384. [PMID: 38268761 PMCID: PMC10806030 DOI: 10.3389/fchem.2023.1279384] [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: 08/17/2023] [Accepted: 12/15/2023] [Indexed: 01/26/2024] Open
Abstract
Thyroid carcinoma (TC) is a prevalent malignancy of the endocrine system, with a notable rise in its detection rate in recent decades. The primary therapeutic approaches for TC now encompass thyroidectomy and radioactive iodine therapy, yielding favorable prognoses for the majority of patients. TC survivors may necessitate ongoing surveillance, remedial treatment, and thyroid hormone supplementation, while also enduring the adverse consequences of thyroid hormone fluctuations, surgical complications, or side effects linked to radioactive iodine administration, and encountering enduring physical, psychosocial, and economic hardships. In vitro and in vivo studies of natural products against TC are demonstrating the potential of these natural products as alternatives to the treatment of thyroid cancer. This therapy may offer greater convenience, affordability, and acceptability than traditional therapies. In the early screening of natural products, we mainly use a combination of database prediction and literature search. The pharmacological effects on TC of selected natural products (quercetin, genistein, apigenin, luteolin, chrysin, myricetin, resveratrol, curcumin and nobiletin), which hold promise for therapeutic applications in TC, are reviewed in detail in this article through most of the cell-level evidence, animal-level evidence, and a small amount of human-level evidence. In addition, this article explores possible issues, such as bioavailability, drug safety.
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Affiliation(s)
- Qiujing Du
- The Affiliated Jiangyin People’s Hospital of Nantong University, Jiangyin, China
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Weidong Shen
- The Affiliated Jiangyin People’s Hospital of Nantong University, Jiangyin, China
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21
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Liu Z, Cai J, Jiang G, Wang M, Wu C, Su K, Hu W, Huang Y, Yu C, Huang X, Cao G, Wang H. Novel Platinum(IV) complexes intervene oxaliplatin resistance in colon cancer via inducing ferroptosis and apoptosis. Eur J Med Chem 2024; 263:115968. [PMID: 37995563 DOI: 10.1016/j.ejmech.2023.115968] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 11/12/2023] [Accepted: 11/14/2023] [Indexed: 11/25/2023]
Abstract
Platinum-based chemotherapeutics are widely used for cancer treatment but are frequently limited because of dosage-dependent side effects and drug resistance. To attenuate these drawbacks, a series of novel platinum(IV) prodrugs (15a-18c) were synthesized and evaluated for anti-cancer activity. Among them, 17a demonstrated superior anti-proliferative activity compared with oxaliplatin (OXA) in the cisplatin-resistant lung cancer cell line A549/CDDP and OXA-resistant colon cancer cell line HCT-116/OXA but showed a lower cytotoxic effect toward human normal cell lines HUVEC and L02. Mechanistic investigations suggested that 17a efficiently enhanced intracellular platinum accumulation, induced DNA damage, disturbed the homeostasis of intracellular reactive oxygen molecules and mitochondrial membrane potential, and thereby activated the mitochondrion-dependent apoptosis pathway. Moreover, 17a significantly induced ferroptosis in HCT-116/OXA via triggering the accumulation of lipid peroxides, disrupting iron homeostasis, and inhibiting solute carrier family 7 member 11 and glutathione peroxidase 4 axial pathway transduction by inhibiting the expression of the phosphorylated signal transducer and activator of transcription 3 and nuclear factor erythroid 2-related factor 2. Moreover, 17a exerted remarkable in vivo antitumor efficacy in the HCT-116/OXA xenograft models but showed attenuated toxicity. These results indicated that these novel platinum(IV) complexes provided an alternative strategy to develop novel platinum-based antineoplastic agents for cancer treatment.
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Affiliation(s)
- Zhikun Liu
- Green Chemistry and Process Enhancement Technology, National & Local Joint Engineering Research Center for Mineral Salt Deep Utilization, Huaiyin Institute of Technology, Huai'an, 223003, China
| | - Jinyuan Cai
- Green Chemistry and Process Enhancement Technology, National & Local Joint Engineering Research Center for Mineral Salt Deep Utilization, Huaiyin Institute of Technology, Huai'an, 223003, China
| | - Guiyang Jiang
- Green Chemistry and Process Enhancement Technology, National & Local Joint Engineering Research Center for Mineral Salt Deep Utilization, Huaiyin Institute of Technology, Huai'an, 223003, China
| | - Meng Wang
- Green Chemistry and Process Enhancement Technology, National & Local Joint Engineering Research Center for Mineral Salt Deep Utilization, Huaiyin Institute of Technology, Huai'an, 223003, China; State Key Laboratory for the Chemistry and Molecular Engineering of Medicinal Resources, Collaborative Innovation Center for Guangxi Ethnic Medicine, School of Chemistry and Pharmaceutical Sciences of Guangxi Normal University, Guilin, 541004, China
| | - Chuang Wu
- Green Chemistry and Process Enhancement Technology, National & Local Joint Engineering Research Center for Mineral Salt Deep Utilization, Huaiyin Institute of Technology, Huai'an, 223003, China
| | - Kangning Su
- Green Chemistry and Process Enhancement Technology, National & Local Joint Engineering Research Center for Mineral Salt Deep Utilization, Huaiyin Institute of Technology, Huai'an, 223003, China
| | - Weiwei Hu
- Green Chemistry and Process Enhancement Technology, National & Local Joint Engineering Research Center for Mineral Salt Deep Utilization, Huaiyin Institute of Technology, Huai'an, 223003, China
| | - Yaxian Huang
- Green Chemistry and Process Enhancement Technology, National & Local Joint Engineering Research Center for Mineral Salt Deep Utilization, Huaiyin Institute of Technology, Huai'an, 223003, China
| | - Chunhao Yu
- Green Chemistry and Process Enhancement Technology, National & Local Joint Engineering Research Center for Mineral Salt Deep Utilization, Huaiyin Institute of Technology, Huai'an, 223003, China
| | - Xiaochao Huang
- Green Chemistry and Process Enhancement Technology, National & Local Joint Engineering Research Center for Mineral Salt Deep Utilization, Huaiyin Institute of Technology, Huai'an, 223003, China; State Key Laboratory for the Chemistry and Molecular Engineering of Medicinal Resources, Collaborative Innovation Center for Guangxi Ethnic Medicine, School of Chemistry and Pharmaceutical Sciences of Guangxi Normal University, Guilin, 541004, China.
| | - Guoxiu Cao
- Green Chemistry and Process Enhancement Technology, National & Local Joint Engineering Research Center for Mineral Salt Deep Utilization, Huaiyin Institute of Technology, Huai'an, 223003, China.
| | - Hengshan Wang
- State Key Laboratory for the Chemistry and Molecular Engineering of Medicinal Resources, Collaborative Innovation Center for Guangxi Ethnic Medicine, School of Chemistry and Pharmaceutical Sciences of Guangxi Normal University, Guilin, 541004, China.
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22
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Shen H, Zhu R, Liu Y, Hong Y, Ge J, Xuan J, Niu W, Yu X, Qin JJ, Li Q. Radioiodine-refractory differentiated thyroid cancer: Molecular mechanisms and therapeutic strategies for radioiodine resistance. Drug Resist Updat 2024; 72:101013. [PMID: 38041877 DOI: 10.1016/j.drup.2023.101013] [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: 08/13/2023] [Revised: 10/13/2023] [Accepted: 10/16/2023] [Indexed: 12/04/2023]
Abstract
Radioiodine-refractory differentiated thyroid cancer (RAIR-DTC) is difficult to treat with radioactive iodine because of the absence of the sodium iodide transporter in the basement membrane of thyroid follicular cells for iodine uptake. This is usually due to the mutation or rearrangement of genes and the aberrant activation of signal pathways, which result in abnormal expression of thyroid-specific genes, leading to resistance of differentiated thyroid cancer cells to radioiodine therapy. Therefore, inhibiting the proliferation and growth of RAIR-DTC with multikinase inhibitors and other drugs or restoring its differentiation and then carrying out radioiodine therapy have become the first-line treatment strategies and main research directions. The drugs that regulate these kinases or signaling pathways have been studied in clinical and preclinical settings. In this review, we summarized the major gene mutations, gene rearrangements and abnormal activation of signaling pathways that led to radioiodine resistance of RAIR-DTC, as well as the medicine that have been tested in clinical and preclinical trials.
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Affiliation(s)
- Huize Shen
- Zhejiang Cancer Hospital, Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, Zhejiang, China; School of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Rui Zhu
- Department of stomatology, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, China
| | - Yanyang Liu
- Zhejiang Cancer Hospital, Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Yangjian Hong
- Zhejiang Cancer Hospital, Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Jiaming Ge
- Zhejiang Cancer Hospital, Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Jie Xuan
- Zhejiang Cancer Hospital, Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Wenyuan Niu
- Zhejiang Cancer Hospital, Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Xuefei Yu
- Zhejiang Cancer Hospital, Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, Zhejiang, China.
| | - Jiang-Jiang Qin
- Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, China.
| | - Qinglin Li
- Zhejiang Cancer Hospital, Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, Zhejiang, China.
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23
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Song B, Lin Z, Feng C, Zhao X, Teng W. Global research landscape and trends of papillary thyroid cancer therapy: a bibliometric analysis. Front Endocrinol (Lausanne) 2023; 14:1252389. [PMID: 37795362 PMCID: PMC10546338 DOI: 10.3389/fendo.2023.1252389] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 09/04/2023] [Indexed: 10/06/2023] Open
Abstract
Background Papillary thyroid cancer (PTC) is the most common endocrine malignancy worldwide. The treatment of PTC has attracted extensive attention and discussion from the public and scholars. However, no article has systematically assessed the related literature. Therefore, we conducted a bibliometric and knowledge map analysis to reveal the dynamic scientific developments in the PTC therapy field. Methods We retrieved publications related to PTC therapy from the Web of Scientific Core Collection (WoSCC) on May 1, 2023. The bibliometric package in R software, VOSviewer and CiteSpace software were used to analyze countries/regions, institutions, journals, authors, references, and keywords. Then, we systematized and summarized the research landscape, global trends and hot topics of research. Results This bibliometric analysis spanned from 2012 to 2022 and involved 18,501 authors affiliated with 3,426 institutions across 87 countries/regions, resulting in the publication of 3,954 papers in 860 academic journals. Notably, the number of publications and citations related to PTC therapy research has exhibited a steady increase over the past decade. China and the United States have emerged as leading contributors in terms of publication count, with the United States also being the most cited country. Furthermore, among the top 10 institutions with the highest number of published papers, half were located in China. Among the journals, Thyroid is ranked first in terms of total publications and citations. The most productive individual author was Miyauchi Akira. While previous research primarily focused on surgery and radioactive iodine therapy, the increasing emphasis on health awareness and advancements in medical technology have led to the emergence of active surveillance, thermal ablation, and genomic analysis as prominent areas of research. Conclusion In conclusion, this comprehensive and quantitative bibliometric analysis elucidates the research trends and hotspots within PTC therapy, drawing from a substantial body of publications. This study provides valuable insights into the historical and current landscape of PTC therapy research while also offering guidance for future research directions. This study serves as a valuable resource for researchers and practitioners seeking new avenues of exploration in the field.
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24
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Liu FY, Ding DN, Wang YR, Liu SX, Peng C, Shen F, Zhu XY, Li C, Tang LP, Han FJ. Icariin as a potential anticancer agent: a review of its biological effects on various cancers. Front Pharmacol 2023; 14:1216363. [PMID: 37456751 PMCID: PMC10347417 DOI: 10.3389/fphar.2023.1216363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 06/20/2023] [Indexed: 07/18/2023] Open
Abstract
Numerous chemical compounds used in cancer treatment have been isolated from natural herbs to address the ever-increasing cancer incidence worldwide. Therein is icariin, which has been extensively studied for its therapeutic potential due to its anti-inflammatory, antioxidant, antidepressant, and aphrodisiac properties. However, there is a lack of comprehensive and detailed review of studies on icariin in cancer treatment. Given this, this study reviews and examines the relevant literature on the chemopreventive and therapeutic potentials of icariin in cancer treatment and describes its mechanism of action. The review shows that icariin has the property of inhibiting cancer progression and reversing drug resistance. Therefore, icariin may be a valuable potential agent for the prevention and treatment of various cancers due to its natural origin, safety, and low cost compared to conventional anticancer drugs, while further research on this natural agent is needed.
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Affiliation(s)
- Fang-Yuan Liu
- The First Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin, China
| | - Dan-Ni Ding
- First Clinical Medical College, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Yun-Rui Wang
- First Clinical Medical College, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Shao-Xuan Liu
- First Clinical Medical College, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Cheng Peng
- First Clinical Medical College, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Fang Shen
- First Clinical Medical College, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Xiao-Ya Zhu
- First Clinical Medical College, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Chan Li
- First Clinical Medical College, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Li-Ping Tang
- Harbin Medical University Cancer Hospital, Harbin, China
| | - Feng-Juan Han
- The First Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin, China
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