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Zhou W, Hu J, Nie J. Identification of Hub Genes and Analysis of their Regulatory miRNAs in Patients with Thymoma Associated Myasthenia Gravis Based on TCGA Database. Microrna 2025; 14:49-58. [PMID: 39192657 DOI: 10.2174/0122115366299210240823062457] [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: 01/06/2024] [Revised: 05/03/2024] [Accepted: 07/12/2024] [Indexed: 08/29/2024]
Abstract
BACKGROUND Myasthenia gravis is an autoimmune disease, and 30% of patients with thymoma often have myasthenia gravis. Patients with thymoma-associated MG (TAMG) have many different clinical presentations compared to non-MG thymoma (NMG), yet their gene expression differences remain unclear. OBJECTIVE In this study, we analyzed the Differentially Expressed Genes (DEGs) and analyzed their regulatory microRNAs (miRNAs) in TAMG, which will further clarify the possible pathogenesis of TAMG. METHODS DEGs were calculated using the RNA-sequencing data of TAMG and NMG downloaded from The Cancer Genome Atlas (TCGA) database. R software was then used to analyze the gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways of DEGs, while STRING was applied to build the protein-protein interaction (PPI) network and Cytoscape to identify and visualize the hub genes. Immune infiltration significances of hub genes were also explored by using the TIMER database and TCGA database. Upstream microRNAs (miRNAs) of the hub genes were predicted by online software. RESULTS We comparatively analyzed the gene expression differences between TAMG and NMG groups. A total of 977 DEGs were identified between the two groups (|log fold change (FC)| >2, adjusted P value <0.050), with 555 down-regulated genes and 422 up-regulated genes. Five top hub genes (CTNNB1, EGFR, SOX2, ERBB2, and EGF) were recognized in the PPI network. Analysis based on the TIMER and TCGA databases suggested that 5 hub genes were correlated with multiple immune cell infiltrations and immune checkpoint-related markers, such as PDCD1, CTLA-4, and CD274, in TAMG patients. Lastly, 5 miRNAs were identified to have the potential function of regulating the hub gene expression. CONCLUSION Our study identified 5 hub genes (CTNNB1, EGFR, SOX2, ERBB2, and EGF) and their 5 regulatory miRNAs in TAMG, and the hub genes were correlated with multiple immune cell infiltrations and immune checkpoint-related markers. Our findings could help partially clarify the pathophysiology of TAMG, which could be new potential targets for subsequent clinical immunotherapy.
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Affiliation(s)
- Wei Zhou
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Wannan Medical College, Wuhu, China
| | - Jia Hu
- Department of Neurology, The First Affiliated Hospital of Wannan Medical College, Wuhu, China
| | - Jun Nie
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Wannan Medical College, Wuhu, China
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Cheng Z, Yu F, Chen R, Cui L, Chen Y, Deng C, Shi Y, Tan H. Treatment, Prognostic Markers, and Survival in Thymic Neuroendocrine Tumors, with Special Reference to Temozolomide-Based Chemotherapy. Cancers (Basel) 2024; 16:2502. [PMID: 39061142 PMCID: PMC11275075 DOI: 10.3390/cancers16142502] [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] [Revised: 07/01/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024] Open
Abstract
BACKGROUND Thymic neuroendocrine tumors (Th-NETs) are rare and aggressive, with a scarcity of research on predicting patient prognosis. Our study aimed to assess the impact of prognostic markers and temozolomide (TMZ)-based chemotherapy on survival in Th-NETs. METHODS We retrospectively reviewed the medical records of patients diagnosed with Th-NETs between 2013 and 2023 at our institution. We collected clinicopathological data, including tumor pathological grading, staging, serum concentrations of neuron-specific enolase (NSE) and pro-gastrin-releasing peptide, levels of inflammatory factors, and expression of oxygen 6-methylguanine-DNA methyltransferase (MGMT). Treatment details (such as surgery and chemotherapy) and survival outcomes were also documented. RESULTS A total of 32 patients were included in our study after excluding those without complete available information. The median progression-free survival (PFS) was 12.5 months (95%CI, 8-16 months) for 19 patients who received TMZ-based chemotherapy. Twenty-one patients underwent surgery as the primary treatment, demonstrating a median disease-free survival (DFS) of 51.0 months. The inflammatory factor neutrophil-to-lymphocyte ratio (NLR) was an independent prognostic indicator of DFS in postoperative patients and PFS in TMZ-treated patients. The overall 3-, 5-, and 10-year survival rates were 86.6%, 69.5%, and 33.8%, respectively. Ki67 level exceeding 10% (p = 0.048) and absence of surgical resection (p = 0.003) were significantly associated with worse overall survival (OS). CONCLUSION Surgical treatment was currently the primary method for treating Th-NETs, and postoperative adjuvant therapy was an essential consideration for specific patient cohorts. Despite widespread positive MGMT expression, TMZ-based chemotherapy showed promise. Some potential prognostic biomarkers such as NLR and NSE need more attention.
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Affiliation(s)
- Zixuan Cheng
- Graduate School, Beijing University of Chinese Medicine, Beijing 100029, China; (Z.C.)
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing 100029, China
| | - Fuhuan Yu
- Graduate School, Beijing University of Chinese Medicine, Beijing 100029, China; (Z.C.)
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing 100029, China
| | - Ruao Chen
- Graduate School, Beijing University of Chinese Medicine, Beijing 100029, China; (Z.C.)
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing 100029, China
| | - Lingjun Cui
- Graduate School, Beijing University of Chinese Medicine, Beijing 100029, China; (Z.C.)
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing 100029, China
| | - Yingying Chen
- Graduate School, Beijing University of Chinese Medicine, Beijing 100029, China; (Z.C.)
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing 100029, China
| | - Chao Deng
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing 100029, China
| | - Yanfen Shi
- Department of Pathology, China-Japan Friendship Hospital, Beijing 100029, China
| | - Huangying Tan
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing 100029, China
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Luciano A, Pietroluongo E, Ottaviano M, Grieco A, Peddio A, De Placido P, Servetto A, Mascolo M, Varricchio S, Bianco R, Palmieri G, Giuliano M. Case report: Potential role of immunotherapy in thymic malignancies: a unique case of a durable and complete response upon an immune checkpoint inhibitor. Front Immunol 2024; 15:1423800. [PMID: 39026684 PMCID: PMC11255414 DOI: 10.3389/fimmu.2024.1423800] [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: 04/26/2024] [Accepted: 06/17/2024] [Indexed: 07/20/2024] Open
Abstract
Thymic epithelial tumors are rare malignancies with an incidence of 1.7 cases per million people per year. They pose significant management challenges due to their association with autoimmune disorders. In this case report, we present the 21-year history of a patient diagnosed with advanced B2/B3 thymoma and Good's syndrome. The patient achieved a complete and durable response after receiving only two cycles of the immune checkpoint inhibitor Nivolumab. However, this positive outcome was accompanied by the development of severe immune-related myocarditis complicated by reactivation of cytomegalovirus. Moreover, the patient developed a highly uncommon subdiaphragmatic pararectal dissemination of the thymic tumor, which is a condition rarely described in the literature. Despite the success in achieving complete and durable response with immune checkpoint inhibitors, the emergence of immune-related adverse events highlights the potential challenges associated with these treatments, emphasizing the need for careful monitoring and a comprehensive understanding of the intricate interplay between cancer, immune system dysregulations and immunotherapy.
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Affiliation(s)
- Angelo Luciano
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Erica Pietroluongo
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Margaret Ottaviano
- Unit of Melanoma, Cancer Immunotherapy and Development Therapeutics, Istituto Nazionale Tumori Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione G. Pascale, Naples, Italy
| | - Angela Grieco
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Annarita Peddio
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Pietro De Placido
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Alberto Servetto
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Massimo Mascolo
- Department of Advanced Biomedical Sciences, Unit of Pathology, University of Naples Federico II, Naples, Italy
| | - Silvia Varricchio
- Department of Advanced Biomedical Sciences, Unit of Pathology, University of Naples Federico II, Naples, Italy
| | - Roberto Bianco
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Giovannella Palmieri
- Regional Coordinating Center for Rare Tumors (CRCTR) of Campania Region at University Federico II, Naples, Italy
| | - Mario Giuliano
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
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Lucà S, Accardo M, Campione S, Franco R. Immunotherapy in thymic epithelial tumors: tissue predictive biomarkers for immune checkpoint inhibitors. EXPLORATION OF TARGETED ANTI-TUMOR THERAPY 2024; 5:465-476. [PMID: 38966177 PMCID: PMC11220306 DOI: 10.37349/etat.2024.00229] [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: 10/25/2023] [Accepted: 02/02/2024] [Indexed: 07/06/2024] Open
Abstract
Thymic epithelial tumors (TETs) are rare malignant neoplasms arising in the thymus gland. Nevertheless, TETs, including thymomas (TMs), thymic carcinomas (TCs), and thymic neuroendocrine neoplasms (TNENs), are the most common mediastinal malignancies overall. A multidisciplinary approach is required for the appropriate diagnostic and therapeutic management of TETs. To date, the main therapeutic strategies are largely depended on the stage of the tumor and they include surgery with or without neoadjuvant or adjuvant therapy, represented by platinum-based chemotherapy, radiotherapy or chemoradiotherapy. Immune checkpoint inhibitors (ICIs) are ongoing under evaluation in the advanced or metastatic diseases despite the challenges related to the very low tumor mutation burden (TMB) and the high incidence of immune-related adverse events in TETs. In this regard, predictive impact of tissue biomarkers expression such as programmed cell death ligand-1 (PD-L1), and other emerging biomarkers, as well as their optimal and shared interpretation are currently under evaluation in order to predict response rates to ICIs in TETs.
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Affiliation(s)
- Stefano Lucà
- Pathology Unit, Department of Mental and Physical Health and Preventive Medicine, Università degli Studi della Campania “L. Vanvitelli”, 80138 Naples, Italy
| | - Marina Accardo
- Pathology Unit, Department of Mental and Physical Health and Preventive Medicine, Università degli Studi della Campania “L. Vanvitelli”, 80138 Naples, Italy
| | - Severo Campione
- Department of Advanced Diagnostic-Therapeutic Technologies and Health Services Section of Anatomic Pathology, A. Cardarelli Hospital, 80131 Naples, Italy
| | - Renato Franco
- Pathology Unit, Department of Mental and Physical Health and Preventive Medicine, Università degli Studi della Campania “L. Vanvitelli”, 80138 Naples, Italy
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Cabezón-Gutiérrez L, Pacheco-Barcia V, Carrasco-Valero F, Palka-Kotlowska M, Custodio-Cabello S, Khosravi-Shahi P. Update on thymic epithelial tumors: a narrative review. MEDIASTINUM (HONG KONG, CHINA) 2024; 8:33. [PMID: 38881809 PMCID: PMC11176988 DOI: 10.21037/med-23-47] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 01/14/2024] [Indexed: 06/18/2024]
Abstract
Background and Objective Thymoma, thymic carcinoma and thymic neuroendocrine tumors originate from the epithelial cells of the thymus and account for the thymic epithelial tumors (TETs). Although TETs are uncommon, they are the most frequent tumor type in the anterior mediastinum. Multidisciplinary approach is essential for their correct management. The aim of the present review is to summarize the update management for TETs. Methods For this review, we searched in Excerpta Medica database (EMBASE) and MEDLINE until 6 September 2023. The terms used in the search included thymoma, thymic carcinoma, thymic epithelial tumors, management, immunotherapy, multiple tyrosine kinases inhibitors. Key Content and Findings The therapeutic approach is based on histology and tumor stage and may involve surgery with or without neoadjuvant or adjuvant treatment. In the metastatic setting, platinum-based chemotherapy is the standard of care and patients who do not respond to first-line treatment have limited treatment options mainly because of the poor efficacy shown in subsequent lines of therapy. Conclusions Future research should focus on identifying predictive biomarkers for patients with TETs, and should implement multicenter collaborations and appropriate clinical trials tailored for rare tumor types. Immune check point inhibitors, mammalian target of rapamycin (mTOR) and antiangiogenic multikinase inhibitors have also been studied in this clinical setting.
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Affiliation(s)
- Luis Cabezón-Gutiérrez
- Medical Oncology, Torrejón University Hospital, Madrid, Spain
- Faculty of Medicine, Francisco de Vitoria University, Madrid, Spain
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Nabe Y, Inoue M, Yoshida J. Perspectives on surgical treatment for thymic epithelial tumors: a narrative review. Gland Surg 2024; 13:225-235. [PMID: 38455346 PMCID: PMC10915418 DOI: 10.21037/gs-23-453] [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: 11/03/2023] [Accepted: 01/20/2024] [Indexed: 03/09/2024]
Abstract
Background and Objective Thymic epithelial tumors are relatively rare; thus, mostly retrospective studies and a few prospective randomized controlled trials have been conducted on the treatment and the biomarkers, with no standard therapy established. Indications for extended thymectomy, robot-assisted thoracic surgery, and multidisciplinary treatment are controversial. Here, we considered the prospects of surgical treatment and the possibility of immune checkpoint inhibitor (ICI) treatment for thymic epithelial tumors. Methods This is a narrative review; PubMed was searched using a set of keywords related to thymoma and its proposed treatments over the last 5 years. Key Content and Findings Thymic epithelial tumors are associated with autoimmune diseases. They are relatively rare, and their pathology remains unclear. Therefore, accumulating more case reports is important. Surgical resection is generally considered for both diagnosis and treatment. If the tumor has a strong tendency to invade surrounding areas, such as thymic carcinoma/thymoma, the diagnosis may be confirmed preoperatively by needle biopsy, and induction chemotherapy may be selected. Surgical resection is the most effective treatment, and complete resection is important. In cases where complete resection is difficult, multidisciplinary treatment is performed. Although there are various obstacles, using ICIs may prove effective for treatment both as preoperative and postoperative chemotherapy in the future, as shown for other cancers. Programmed cell death-ligand 1 (PD-L1) is an immunoinhibitory molecule that suppresses T cells activation, leading to tumor progression. Overexpression of PD-L1 in some cancers is associated with poor clinical outcomes. However, the role of PD-L1 expression as a prognostic factor remains controversial. Therefore, various biomarkers other than PD-L1 have been identified. Conclusions We reviewed the latest treatments for thymic epithelial tumors. If new therapeutic agents such as ICIs and molecular-targeted drugs are developed, this review suggests that surgery will become more important not only as therapy but also as part of multidisciplinary treatment that includes tissue collection.
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Affiliation(s)
- Yusuke Nabe
- Department of Chest Surgery, Shimonoseki City Hospital, Shimonoseki, Yamaguchi, Japan
| | - Masaaki Inoue
- Department of Chest Surgery, Shimonoseki City Hospital, Shimonoseki, Yamaguchi, Japan
| | - Junichi Yoshida
- Department of Chest Surgery, Shimonoseki City Hospital, Shimonoseki, Yamaguchi, Japan
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Chang CC, Lin CY, Liu YS, Chen YY, Huang WL, Lai WW, Yen YT, Ma MC, Tseng YL. Therapeutic Decision Making in Prevascular Mediastinal Tumors Using CT Radiomics and Clinical Features: Upfront Surgery or Pretreatment Needle Biopsy? Cancers (Basel) 2024; 16:773. [PMID: 38398164 PMCID: PMC10886806 DOI: 10.3390/cancers16040773] [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: 11/02/2023] [Revised: 02/08/2024] [Accepted: 02/09/2024] [Indexed: 02/25/2024] Open
Abstract
The study aimed to develop machine learning (ML) classification models for differentiating patients who needed direct surgery from patients who needed core needle biopsy among patients with prevascular mediastinal tumor (PMT). Patients with PMT who received a contrast-enhanced computed tomography (CECT) scan and initial management for PMT between January 2010 and December 2020 were included in this retrospective study. Fourteen ML algorithms were used to construct candidate classification models via the voting ensemble approach, based on preoperative clinical data and radiomic features extracted from the CECT. The classification accuracy of clinical diagnosis was 86.1%. The first ensemble learning model was built by randomly choosing seven ML models from a set of fourteen ML models and had a classification accuracy of 88.0% (95% CI = 85.8 to 90.3%). The second ensemble learning model was the combination of five ML models, including NeuralNetFastAI, NeuralNetTorch, RandomForest with Entropy, RandomForest with Gini, and XGBoost, and had a classification accuracy of 90.4% (95% CI = 87.9 to 93.0%), which significantly outperformed clinical diagnosis (p < 0.05). Due to the superior performance, the voting ensemble learning clinical-radiomic classification model may be used as a clinical decision support system to facilitate the selection of the initial management of PMT.
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Affiliation(s)
- Chao-Chun Chang
- Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704302, Taiwan; (C.-C.C.); (Y.-Y.C.); (W.-L.H.); (W.-W.L.); (Y.-L.T.)
| | - Chia-Ying Lin
- Department of Medical Imaging, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704302, Taiwan; (C.-Y.L.); (Y.-S.L.)
| | - Yi-Sheng Liu
- Department of Medical Imaging, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704302, Taiwan; (C.-Y.L.); (Y.-S.L.)
| | - Ying-Yuan Chen
- Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704302, Taiwan; (C.-C.C.); (Y.-Y.C.); (W.-L.H.); (W.-W.L.); (Y.-L.T.)
| | - Wei-Li Huang
- Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704302, Taiwan; (C.-C.C.); (Y.-Y.C.); (W.-L.H.); (W.-W.L.); (Y.-L.T.)
| | - Wu-Wei Lai
- Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704302, Taiwan; (C.-C.C.); (Y.-Y.C.); (W.-L.H.); (W.-W.L.); (Y.-L.T.)
- Division of Thoracic Surgery, Department of Surgery, An-Nan Hospital, China Medical University, Tainan 70965, Taiwan
| | - Yi-Ting Yen
- Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704302, Taiwan; (C.-C.C.); (Y.-Y.C.); (W.-L.H.); (W.-W.L.); (Y.-L.T.)
- Division of Trauma and Acute Care Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704302, Taiwan
| | - Mi-Chia Ma
- Department of Statistics and Institute of Data Science, National Cheng Kung University, Tainan 701401, Taiwan
| | - Yau-Lin Tseng
- Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704302, Taiwan; (C.-C.C.); (Y.-Y.C.); (W.-L.H.); (W.-W.L.); (Y.-L.T.)
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