1
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Cao ZX, Huang JS, Wang MM. Application and subgroup analysis of competing risks model based on different lymph node staging systems in differentiated thyroid cancer. Updates Surg 2024; 76:1927-1947. [PMID: 38691331 DOI: 10.1007/s13304-024-01851-1] [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: 12/14/2023] [Accepted: 04/10/2024] [Indexed: 05/03/2024]
Abstract
Differentiated thyroid cancer (DTC) is the most common endocrine malignancy, with a rising incidence worldwide. Accurate prognostic models are essential for effective patient management. This study evaluates the prognostic value of various lymph node staging systems in DTC using a competing risks model. We used SEER database records (1998-2016) of 16,527 DTC patients, analyzing N stage, positive lymph node numbers (PLNNs), metastatic lymph node ratio (MLNR), log odds of positive lymph nodes (LODDS), and log odds of the negative lymph node (NLN)/T stage ratio (LONT). Univariate and multivariate analyses in a competing risks model were performed, along with subgroup analyses based on demographic and clinical characteristics. In this study of 16,527 patients with DTC, different lymph node staging systems showed different prognostic correlations in univariate and multivariate analyses. In particular, PLNNs showed significant prognostic correlations in several subgroups. Additionally, PLNNs were more suitable as a lymph node staging system for DTC than LODDS and MLNR in N1 stage subgroups, with an optimal cut-off of 13. Receiver operating characteristic curves, calibration curves and nomograms improved the clinical utility of the prognostic model based on PLNNs. Using competing risks model and subgroup analyses, we found that PLNNs had the best prognostic discriminatory efficacy for patients with DTC, especially those with N1 stage disease, and had an optimal cut-off value of 13.
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Affiliation(s)
- Zhe Xu Cao
- Department of Thyroid Surgery, The Second Xiangya Hospital, Central South University, 139 Renmin Middle Road, Changsha City, Hunan Province, China
| | - Jiang Sheng Huang
- Department of Thyroid Surgery, The Second Xiangya Hospital, Central South University, 139 Renmin Middle Road, Changsha City, Hunan Province, China
| | - Ming Ming Wang
- Department of Thyroid Surgery, The Second Xiangya Hospital, Central South University, 139 Renmin Middle Road, Changsha City, Hunan Province, China.
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2
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Schubert L, Mbekwe-Yepnang AM, Wassermann J, Braik-Djellas Y, Jaffrelot L, Pani F, Deniziaut G, Lussey-Lepoutre C, Chereau N, Leenhardt L, Bernier MO, Buffet C. Clinico-pathological factors associated with radioiodine refractory differentiated thyroid carcinoma status. J Endocrinol Invest 2024; 47:1573-1581. [PMID: 38578580 PMCID: PMC11143047 DOI: 10.1007/s40618-024-02352-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 02/27/2024] [Indexed: 04/06/2024]
Abstract
PURPOSE Risk factors for developing radioiodine refractory thyroid cancer (RAIR-TC) have rarely been analyzed. The purpose of the present study was to find clinical and pathological features associated with the occurrence of RAIR-disease in differentiated thyroid cancers (DTC) and to establish an effective predictive risk score. METHODS All cases of RAIR-DTC treated in our center from 1990 to 2020 were retrospectively reviewed. Each case was matched randomly with at least four RAI-avid DTC control patients based on histological and clinical criteria. Conditional logistic regression was used to examine the association between RAIR-disease and variables with univariate and multivariate analyses. A risk score was then developed from the multivariate conditional logistic regression model to predict the risk of refractory disease occurrence. The optimal cut-off value for predicting the occurrence of RAIR-TC was assessed by receiver operating characteristic (ROC) curves and Youden's statistic. RESULTS We analyzed 159 RAIR-TC cases for a total of 759 controls and found 7 independent risk factors for predicting RAIR-TC occurrence: age at diagnosis ≥ 55, vascular invasion, synchronous cervical, pulmonary and bone metastases at initial work-up, cervical and pulmonary recurrence during follow-up. The predictive score of RAIR-disease showed a high discrimination power with a cut-off value of 8.9 out of 10 providing 86% sensitivity and 92% specificity with an area under the curve (AUC) of 0.95. CONCLUSION Predicting the occurrence of RAIR-disease in DTC patients may allow clinicians to focus on systemic redifferentiating strategies and/or local treatments for metastatic lesions rather than pursuing with ineffective RAI-therapies.
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Affiliation(s)
- L Schubert
- Service des pathologies thyroïdiennes et tumorales endocrines, Sorbonne Université, Groupe de Recherche Clinique n°16, GRC Tumeurs Thyroïdiennes, AP-HP, Hôpital Pitié-Salpêtrière, 45-83 boulevard de l'Hôpital, 75013, Paris, France
| | - A M Mbekwe-Yepnang
- Laboratory of Epidemiology, Institut de Radioprotection et de Sureté Nucléaire, BP 17, 92262, Fontenay aux Roses, France
| | - J Wassermann
- Medical Oncology Department and Thyroid and Endocrine Tumors Department, Groupe de Recherche Clinique n°16, GRC Tumeurs Thyroïdiennes, AP-HP, Hôpital Pitié-Salpêtrière, 75013, Paris, France
| | - Y Braik-Djellas
- Service des pathologies thyroïdiennes et tumorales endocrines, Sorbonne Université, Groupe de Recherche Clinique n°16, GRC Tumeurs Thyroïdiennes, AP-HP, Hôpital Pitié-Salpêtrière, 45-83 boulevard de l'Hôpital, 75013, Paris, France
| | - L Jaffrelot
- Medical Oncology Department and Thyroid and Endocrine Tumors Department, Groupe de Recherche Clinique n°16, GRC Tumeurs Thyroïdiennes, AP-HP, Hôpital Pitié-Salpêtrière, 75013, Paris, France
| | - F Pani
- Service des pathologies thyroïdiennes et tumorales endocrines, Sorbonne Université, Groupe de Recherche Clinique n°16, GRC Tumeurs Thyroïdiennes, AP-HP, Hôpital Pitié-Salpêtrière, 45-83 boulevard de l'Hôpital, 75013, Paris, France
| | - G Deniziaut
- Pathology Department, Sorbonne Université, Groupe de Recherche Clinique n°16, GRC Tumeurs Thyroïdiennes, AP-HP, Hôpital Pitié-Salpêtrière, 75013, Paris, France
| | - C Lussey-Lepoutre
- Nuclear Medicine Department, Sorbonne Université, Groupe de Recherche Clinique n°16, GRC Tumeurs Thyroïdiennes, AP-HP, Hôpital Pitié-Salpêtrière, 75013, Paris, France
- PARCC-Inserm U970, 56 rue leblanc, 75015, Paris, France
| | - N Chereau
- Department of Endocrine Surgery, Sorbonne Université, Groupe de Recherche Clinique n°16, GRC Tumeurs Thyroïdiennes, AP-HP, Hôpital Pitié-Salpêtrière, 75013, Paris, France
| | - L Leenhardt
- Service des pathologies thyroïdiennes et tumorales endocrines, Sorbonne Université, Groupe de Recherche Clinique n°16, GRC Tumeurs Thyroïdiennes, AP-HP, Hôpital Pitié-Salpêtrière, 45-83 boulevard de l'Hôpital, 75013, Paris, France
| | - M- O Bernier
- Laboratory of Epidemiology, Institut de Radioprotection et de Sureté Nucléaire, BP 17, 92262, Fontenay aux Roses, France
| | - C Buffet
- Service des pathologies thyroïdiennes et tumorales endocrines, Sorbonne Université, Groupe de Recherche Clinique n°16, GRC Tumeurs Thyroïdiennes, AP-HP, Hôpital Pitié-Salpêtrière, 45-83 boulevard de l'Hôpital, 75013, Paris, France.
- Laboratoire d'Imagerie Biomédicale (LIB), Sorbonne Université, CNRS UMR 7371, INSERM U1146, Paris, France.
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Simões-Pereira J, Saramago A, Rodrigues R, Pojo M, Pires C, Horta M, López-Presa D, Rito M, Cabrera R, Ferreira TC, Leite V, Cavaco BM. Clinical and molecular characterisation of metastatic papillary thyroid cancer according to radioiodine therapy outcomes. Endocrine 2024; 84:625-634. [PMID: 38102497 DOI: 10.1007/s12020-023-03633-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 11/23/2023] [Indexed: 12/17/2023]
Abstract
PURPOSE Radioiodine (RAI) therapy remains the gold-standard approach for distant metastatic differentiated thyroid cancer (TC). The main objective of our work was to identify the clinical and molecular markers that may help to predict RAI avidity and RAI therapy response of metastatic lesions in a cohort of papillary thyroid cancer (PTC) patients. METHODS We performed a retrospective analysis of 122 PTC patients submitted to RAI therapy due to distant metastatic disease. We also analysed, through next-generation sequencing, a custom panel of 78 genes and rearrangements, in a smaller cohort of 31 metastatic PTC, with complete follow-up, available RAI therapy data, and existing tumour sample at our centre. RESULTS The most frequent outcome after RAI therapy was progression of disease in 59.0% of cases (n = 71), with median estimate progression-free survival of 30 months. RAI avidity was associated with PTC subtype, age and stimulated thyroglobulin at first RAI therapy for metastatic disease. The most frequently altered genes in the cohort of 31 PTC patients' primary tumours were RAS isoforms (54.8%) and TERT promoter (TERTp) (51.6%). The presence of BRAF p.V600E or RET/PTC alterations was associated with lower avidity (p = 0.012). TERTp mutations were not associated with avidity (p = 1.000) but portended a tendency for a higher rate of progression (p = 0.063); similar results were obtained when RAS and TERTp mutations coexisted (p = 1.000 and p = 0.073, respectively). CONCLUSIONS Early identification of molecular markers in primary tumours may help to predict RAI therapy avidity, the response of metastatic lesions and to select the patients that may benefit the most from other systemic therapies.
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Affiliation(s)
- Joana Simões-Pereira
- Serviço de Endocrinologia, Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal
- Unidade de Investigação em Patobiologia Molecular (UIPM), Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal
- NOVA Medical School | Faculdade de Ciências Médicas da Universidade Nova de Lisboa, Lisboa, Portugal
| | - Ana Saramago
- Unidade de Investigação em Patobiologia Molecular (UIPM), Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal
| | - Ricardo Rodrigues
- Unidade de Investigação em Patobiologia Molecular (UIPM), Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal
- NOVA Medical School | Faculdade de Ciências Médicas da Universidade Nova de Lisboa, Lisboa, Portugal
| | - Marta Pojo
- Unidade de Investigação em Patobiologia Molecular (UIPM), Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal
| | - Carolina Pires
- Unidade de Investigação em Patobiologia Molecular (UIPM), Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal
- NOVA Medical School | Faculdade de Ciências Médicas da Universidade Nova de Lisboa, Lisboa, Portugal
| | - Mariana Horta
- Serviço de Radiologia, Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal
| | - Dolores López-Presa
- Serviço de Anatomia Patológica, Hospital Santa Maria, Centro Hospitalar Universitário Lisboa Norte, E.P.E., Avenida Professor Egas Moniz, 1649-035, Lisboa, Portugal
| | - Miguel Rito
- Serviço de Anatomia Patológica, Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal
| | - Rafael Cabrera
- Serviço de Anatomia Patológica, Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal
| | - Teresa C Ferreira
- Serviço de Medicina Nuclear, Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal
| | - Valeriano Leite
- Serviço de Endocrinologia, Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal
- Unidade de Investigação em Patobiologia Molecular (UIPM), Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal
- NOVA Medical School | Faculdade de Ciências Médicas da Universidade Nova de Lisboa, Lisboa, Portugal
| | - Branca M Cavaco
- Unidade de Investigação em Patobiologia Molecular (UIPM), Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal.
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Mu Z, Zhang X, Sun D, Sun Y, Shi C, Ju G, Kai Z, Huang L, Chen L, Liang J, Lin Y. Characterizing Genetic Alterations Related to Radioiodine Avidity in Metastatic Thyroid Cancer. J Clin Endocrinol Metab 2024; 109:1231-1240. [PMID: 38060243 PMCID: PMC11031230 DOI: 10.1210/clinem/dgad697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Revised: 10/31/2023] [Accepted: 11/27/2023] [Indexed: 12/08/2023]
Abstract
CONTEXT Patients with differentiated thyroid cancer (DTC) with distant metastasis (DM) are usually not recognized as radioactive iodine (RAI)-refractory DTC in a timely manner. The elucidation of genetic features related to RAI uptake patterns may shed light on the early recognition of RAI-refractory DTC. OBJECTIVE This work aimed to elucidate the underlying molecular features behind different RAI uptake patterns. METHODS A total of 214 patients with DM-DTC were retrospectively included in the analysis. RAI uptake patterns were defined as initially RAI refractory (I-RAIR) and initially RAI avid (I-RAIA) according to the first post-treatment scan, then I-RAIA was further divided into continually RAIA (C-RAIA), partly RAIR (P-RAIR), and gradually RAIR (G-RAIR) according to subsequent scans. The molecular subtype groups-BRAFV600E mutated, RAS mutated, fusions, and others-were classified according to main driver genes status. RESULTS BRAF, TERT promoter, and TP53 mutations are more frequently detected in the I-RAIR pattern while RET fusions and RAS mutations are more frequent in the I-RAIA pattern. A late-hit mutation including TERT, TP53, or PIK3CA is more common in I-RAIR than that in I-RAIA (50.0% vs 26.9%, P = .001), particularly for those with RAS mutations in the I-RAIR group, always accompanied by TERT promoter. Isolated RET fusions accounts for 10% of I-RAIR. When compared among driver gene groups, BRAFV600E-mutated tumors have a higher rate of the I-RAIR pattern (64.4%) than RAS-mutated (4.5%, P < .001) and fusion-positive (20.7%, P < .001) tumors. In I-RAIA subgroups, BRAFV600E-mutated tumors have lower prevalence of the C-RAIA pattern than those with RAS mutation or fusions. CONCLUSION Patients with the I-RAIR pattern predominantly featured mutations of the BRAF and/or TERT promoter, of which RAS mutations were usually accompanied by late-hit mutations, while fusions mostly occurred alone.
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Affiliation(s)
- Zhuanzhuan Mu
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College (PUMC) Hospital, Chinese Academy of Medical Sciences & PUMC, Beijing, 100730, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Beijing, 100730, China
| | - Xin Zhang
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College (PUMC) Hospital, Chinese Academy of Medical Sciences & PUMC, Beijing, 100730, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Beijing, 100730, China
| | - Di Sun
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College (PUMC) Hospital, Chinese Academy of Medical Sciences & PUMC, Beijing, 100730, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Beijing, 100730, China
| | - Yuqing Sun
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College (PUMC) Hospital, Chinese Academy of Medical Sciences & PUMC, Beijing, 100730, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Beijing, 100730, China
| | - Cong Shi
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College (PUMC) Hospital, Chinese Academy of Medical Sciences & PUMC, Beijing, 100730, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Beijing, 100730, China
| | - Gaoda Ju
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College (PUMC) Hospital, Chinese Academy of Medical Sciences & PUMC, Beijing, 100730, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Beijing, 100730, China
- Department of Medical Oncology, Key Laboratory of Carcinogenesis & Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital and Institute, Beijing, 100142, China
- Department of Oncology, Peking University International Hospital, Peking University, Beijing, 102206, China
| | - Zhentian Kai
- Department of Bioinformatics, Zhejiang Shaoxing Topgen Biomedical Technology Co., Ltd, Shanghai, 201321, China
| | - Lisha Huang
- Department of Medicine, Zhejiang Shaoxing Topgen Biomedical Technology Co., Ltd, Shanghai, 201321, China
| | - Libo Chen
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College (PUMC) Hospital, Chinese Academy of Medical Sciences & PUMC, Beijing, 100730, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Beijing, 100730, China
| | - Jun Liang
- Department of Medical Oncology, Key Laboratory of Carcinogenesis & Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital and Institute, Beijing, 100142, China
- Department of Oncology, Peking University International Hospital, Peking University, Beijing, 102206, China
| | - Yansong Lin
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College (PUMC) Hospital, Chinese Academy of Medical Sciences & PUMC, Beijing, 100730, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Beijing, 100730, China
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Liu W, Jiang B, Xue J, Liu R, Wei Y, Li P. Clinicopathological features of differentiated thyroid carcinoma as predictors of the effects of radioactive iodine therapy. Ann Diagn Pathol 2024; 69:152243. [PMID: 38128440 DOI: 10.1016/j.anndiagpath.2023.152243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 12/03/2023] [Accepted: 12/04/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND Patients with differentiated thyroid cancer (DTC) usually have an excellent prognosis; however, 5 %-15 % develop radioactive iodine-refractory (RAIR) DTC (RAIR-DTC), which has a poor prognosis and limited treatment options. The aim of the present study was to investigate the clinicopathological characteristics of RAIR-DTC in order to provide clinical evidence for timely prediction of the effects of iodine therapy. METHODS Clinicopathological data for 44 patients with RAIR-DTC and 50 patients with radioiodine-avid DTC (RAIA-DTC) were retrospectively analyzed. The risk factors for RAIR-DTC were evaluated and a RAIR-DTC prediction model was established. RESULTS RAIR-DTC showed unique clinicopathological features that differed from those of RAIA-DTC; these included age >55 years, a high-risk histological subtype, a large tumor size, a late TNM stage, calcification, distant metastasis, and more than six metastatic lymph nodes. Patients with RAIR-DTC also developed earlier tumor progression. Binary logistic regression analysis showed that distant metastasis, a high-risk histological subtype, and a maximum tumor diameter of ≥12.5 mm were independent risk factors for RAIR-DTC, and the specificity and sensitivity of a combination of these three parameters for the prediction of RAIR-DTC were 98.0 % and 56.8 %, respectively. Decision curve analysis and the calibration curve revealed that the combined prediction of these three parameters had good repeatability and accuracy. CONCLUSION The clinicopathological features of DTC can effectively predict the effects of iodine therapy. A combination of distant metastasis, a high-risk histological subtype, and a maximum tumor diameter of ≥12.5 mm showed significantly higher prediction accuracy.
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Affiliation(s)
- Wen Liu
- Department of Pathology, The Postgraduate Training Base of Jinzhou Medical University (The 960th Hospital of PLA), Jinan, China; Department of Pathology, The 960th Hospital of PLA, Jinan, China
| | - Beibei Jiang
- Department of Pathology, The Postgraduate Training Base of Jinzhou Medical University (The 960th Hospital of PLA), Jinan, China; Department of Pathology, The Fourth People's Hospital of Jinan, Jinan, China
| | - Jingli Xue
- Department of Pathology, The Postgraduate Training Base of Jinzhou Medical University (The 960th Hospital of PLA), Jinan, China; Department of Pathology, The 960th Hospital of PLA, Jinan, China
| | - Ruijing Liu
- Department of Pathology, The Postgraduate Training Base of Jinzhou Medical University (The 960th Hospital of PLA), Jinan, China; Department of Pathology, The 960th Hospital of PLA, Jinan, China
| | - Yuqing Wei
- Department of Pathology, The Postgraduate Training Base of Jinzhou Medical University (The 960th Hospital of PLA), Jinan, China; Department of Pathology, The 960th Hospital of PLA, Jinan, China
| | - Peifeng Li
- Department of Pathology, The Postgraduate Training Base of Jinzhou Medical University (The 960th Hospital of PLA), Jinan, China; Department of Pathology, The 960th Hospital of PLA, Jinan, China.
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Li F, Du R, Kou J, Li J, Zhou L, Zhang D, Fu Y, Dionigi G, Bertoli S, Sun H, Liang N. Elucidating the role of Pyroptosis in papillary thyroid cancer: prognostic, immunological, and therapeutic perspectives. Cancer Cell Int 2024; 24:45. [PMID: 38287330 PMCID: PMC10823616 DOI: 10.1186/s12935-024-03229-0] [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: 11/25/2023] [Accepted: 01/16/2024] [Indexed: 01/31/2024] Open
Abstract
BACKGROUND Pyroptosis, an inflammatory form of programmed cell death, has been implicated in the pathogenesis and progression of several cancers. However, the significance of pyroptosis-related genes (PRGs) in papillary thyroid cancer (PTC) remains unclear. METHODS Transcriptome and clinical data of PTC patients were obtained from The Cancer Genome Atlas. The expression patterns of PRGs were identified by consensus clustering. A prognostic model for predicting the thyroid cancer-free interval (TCFi) employed five machine learning methods. Enrichment and immune-related analyses were performed to elucidate the role of pyroptosis. The responses to radioactive iodine (RAI), immune checkpoint inhibitors (ICIs), molecular targeted therapy (MTT), and chemotherapy (CTx) were predicted based on pyroptosis-derived features. Additionally, the expression of prognostic PRGs was validated via six external datasets, 16 cell lines, and 20 pairs of clinical samples. RESULTS PTC patients were classified into three PyroClusters, C1 exhibited BRFA-like tumors with the highest invasiveness and the worst prognosis, C2 presented RAS-like tumors, and C3 was characterized by gene fusion. Nine PRGs (CXCL8, GJA1, H2BC8, IFI27, PRDM1, PYCARD, SEZ6L2, SIGLEC15, TRAF6) were filtered out to construct a PyroScore prognostic model. A derived nomogram demonstrated superior predictive performance than four clinical staging systems. A strong correlation between pyroptosis and tumor immune microenvironment (TIME) remodeling was observed in mechanistic analyses. Patients with a high PyroScore exhibited "hot" tumor immunophenotypes and had a poorer prognosis but could benefit more from ICIs and CTx (such as paclitaxel). Patients with a low PyroScore were more sensitive to RAI and MTT (such as pazopanib and sorafenib). CONCLUSIONS PyroScore model can effectively predict TCFi in patients with PTC. Dysregulated expression of PRGs is associated with the TIME modeling. Pyroptosis features have potential significance for developing novel therapeutic strategies for PTC patients.
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Affiliation(s)
- Fang Li
- Division of Thyroid Surgery, The China-Japan Union Hospital of Jilin University, Jilin Provincial Key Laboratory of Surgical Translational Medicine, Jilin Provincial Precision Medicine Laboratory of Molecular Biology and Translational Medicine on Differentiated Thyroid Carcinoma, Changchun, 130031, Jilin, China
| | - Rui Du
- Division of Thyroid Surgery, The China-Japan Union Hospital of Jilin University, Jilin Provincial Key Laboratory of Surgical Translational Medicine, Jilin Provincial Precision Medicine Laboratory of Molecular Biology and Translational Medicine on Differentiated Thyroid Carcinoma, Changchun, 130031, Jilin, China
| | - Jiedong Kou
- Division of Thyroid Surgery, The China-Japan Union Hospital of Jilin University, Jilin Provincial Key Laboratory of Surgical Translational Medicine, Jilin Provincial Precision Medicine Laboratory of Molecular Biology and Translational Medicine on Differentiated Thyroid Carcinoma, Changchun, 130031, Jilin, China
| | - Jingting Li
- Division of Thyroid Surgery, The China-Japan Union Hospital of Jilin University, Jilin Provincial Key Laboratory of Surgical Translational Medicine, Jilin Provincial Precision Medicine Laboratory of Molecular Biology and Translational Medicine on Differentiated Thyroid Carcinoma, Changchun, 130031, Jilin, China
| | - Le Zhou
- Division of Thyroid Surgery, The China-Japan Union Hospital of Jilin University, Jilin Provincial Key Laboratory of Surgical Translational Medicine, Jilin Provincial Precision Medicine Laboratory of Molecular Biology and Translational Medicine on Differentiated Thyroid Carcinoma, Changchun, 130031, Jilin, China
| | - Daqi Zhang
- Division of Thyroid Surgery, The China-Japan Union Hospital of Jilin University, Jilin Provincial Key Laboratory of Surgical Translational Medicine, Jilin Provincial Precision Medicine Laboratory of Molecular Biology and Translational Medicine on Differentiated Thyroid Carcinoma, Changchun, 130031, Jilin, China
| | - Yantao Fu
- Division of Thyroid Surgery, The China-Japan Union Hospital of Jilin University, Jilin Provincial Key Laboratory of Surgical Translational Medicine, Jilin Provincial Precision Medicine Laboratory of Molecular Biology and Translational Medicine on Differentiated Thyroid Carcinoma, Changchun, 130031, Jilin, China
| | - Gianlorenzo Dionigi
- Division of General Surgery, Endocrine Surgery Unit, Endocrine Surgery Research Institute, Istituto Auxologico Italiano Capitanio (IRCCS), University of Milan, 20122, Milan, Italy
| | - Simona Bertoli
- Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, 20133, Milan, Italy
| | - Hui Sun
- Division of Thyroid Surgery, The China-Japan Union Hospital of Jilin University, Jilin Provincial Key Laboratory of Surgical Translational Medicine, Jilin Provincial Precision Medicine Laboratory of Molecular Biology and Translational Medicine on Differentiated Thyroid Carcinoma, Changchun, 130031, Jilin, China.
| | - Nan Liang
- Division of Thyroid Surgery, The China-Japan Union Hospital of Jilin University, Jilin Provincial Key Laboratory of Surgical Translational Medicine, Jilin Provincial Precision Medicine Laboratory of Molecular Biology and Translational Medicine on Differentiated Thyroid Carcinoma, Changchun, 130031, Jilin, China.
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Song W, Liu S, Yu Y, Xu Q, Liu S, Chen J. Lung metastasis from thyroid cancer: A case report of unusual imaging presentation of lung metastases. Medicine (Baltimore) 2023; 102:e34733. [PMID: 37565894 PMCID: PMC10419426 DOI: 10.1097/md.0000000000034733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 07/21/2023] [Indexed: 08/12/2023] Open
Abstract
RATIONALE Thyroid cancer (TC) is the most common malignancy of the head and neck and endocrine system. Distant metastases from TC are rare and are diagnosed in only 1% to 4% of patients, and these patients have a poor prognosis, which is the leading cause of TC-related deaths. There are few reports on metastatic TC in China and abroad, and even fewer reports on lung metastases from TC. We report a special patient with lung metastases of TC. PATIENT CONCERNS The patient is a 31-year-old female who was found to have both lung nodules during physical examination. Chest computed tomography (CT) showed that the density of both lung nodules was the same as the vascular density, considering that the possibility of vascular origin was not excluded. DIAGNOSIS After consultation with the whole hospital, it was considered that vascular malformations, hemangiomas, and malignant metastases were not excluded, the patient percutaneous lung biopsy had a high risk of bleeding, and thoracoscopic lobectomy could be performed in thoracic surgery to further clarify the pathology and diagnosis. OUTCOMES The patient underwent thoracoscopic left lower lobe wedge resection on February 24, 2021. Postoperative pathology: (left lower lung mass) metastatic carcinoma, combined with morphology and immunohistochemistry, leaning toward thyroid follicular carcinoma lung metastasis. On May 27, 2021, the patient underwent "total thyroidectomy + lymph node dissection in the right cervical VI region." Pathological examination: (right lobe and isthmus of the thyroid gland) papillary TC, follicular subtype, and classic type, with interstitial fibrosis. The patient was diagnosed with lung metastasis of TC. LESSONS This patient had the same CT value of lung metastases as the vascular CT value, which is relatively rare in our clinical practice and worthy of our study. The special CT imaging presentation of this TC patient with lung metastases further broadened our horizon. In clinical practice, when we encounter similar cases, we should combine more with other tests and examinations of patients to avoid misdiagnosis and missed diagnosis.
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Affiliation(s)
- Wenjing Song
- Medical Oncology, Dalian Medical University, Dalian, Liaoning, China
- Oncology Department, the First Affiliated Hospital of Weifang Medical University, Weifang, Shandong, China
| | - Shiwei Liu
- Joint surgery Department, the First Affiliated Hospital of Weifang Medical University, Weifang, Shandong, China
| | - Yuan Yu
- Oncology Department, the First Affiliated Hospital of Weifang Medical University, Weifang, Shandong, China
| | - Qian Xu
- Oncology Department, the First Affiliated Hospital of Weifang Medical University, Weifang, Shandong, China
| | - Shuzhen Liu
- Oncology Department, the First Affiliated Hospital of Weifang Medical University, Weifang, Shandong, China
| | - Jun Chen
- Medical Oncology, the Second Hospital of Dalian Medical University, Dalian, Liaoning, China
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Kim Y, An S, Park J, Bae JS, Kim JS, Kim K. Clinical Implication of Bilateral and Unilateral Multifocality in Papillary Thyroid Carcinoma: A Propensity Score-Matched Study. Cancers (Basel) 2023; 15:3596. [PMID: 37509259 PMCID: PMC10377715 DOI: 10.3390/cancers15143596] [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: 06/12/2023] [Revised: 07/08/2023] [Accepted: 07/10/2023] [Indexed: 07/30/2023] Open
Abstract
Papillary thyroid cancer (PTC) is commonly characterized by multifocality, which is associated with aggressive features and a less favorable prognosis. The current study aimed to compare the clinicopathologic characteristics and long-term oncological outcomes of bilateral and unilateral multifocal PTC. The medical records of 1745 patients with multifocal PTC who underwent thyroid surgery at Seoul St. Mary's Hospital were retrospectively reviewed. The clinicopathological characteristics and recurrence rates were compared based on cancer laterality. Further, 357 patients who underwent total thyroidectomy were matched to investigate the recurrence risk and disease-free survival (DFS). Before propensity score matching (PSM), there was no significant difference in the recurrence rate between the bilateral and unilateral multifocal PTC groups. Cancer laterality was not a predictor of DFS based on the Cox regression analyses. However, after PSM, unilateral multifocality was associated with a significantly high risk of recurrence. Similarly, unilateral multifocality was associated with a significantly poor DFS based on the Kaplan-Meier analysis. Compared with bilateral PTC, unilateral multifocal PTC was associated with a poor DFS. A comprehensive preoperative examination should be performed to detect multifocality before the initial surgical intervention for optimal treatment. Postoperative short-term follow-up is recommended for unilateral multifocal PTC for recurrence surveillance.
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Affiliation(s)
- Youngmin Kim
- Department of Surgery, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Solji An
- Department of Surgery, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Joonseon Park
- Department of Surgery, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Ja Seong Bae
- Department of Surgery, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Jeong Soo Kim
- Department of Surgery, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Kwangsoon Kim
- Department of Surgery, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
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9
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Liu H, Chen Q, Liu B, Wang J, Chen C, Sun S. Blood Profiles in the Prediction of Radioiodine Refractory Papillary Thyroid Cancer: A Case-Control Study. J Multidiscip Healthc 2023; 16:535-546. [PMID: 36879649 PMCID: PMC9984283 DOI: 10.2147/jmdh.s403045] [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: 12/29/2022] [Accepted: 02/22/2023] [Indexed: 03/02/2023] Open
Abstract
Purpose Although most patients with papillary thyroid cancer can be cured by surgery and I-131 ablation, a small proportion will progress to radioactive iodine refractory (RAIR) thyroid cancer. The prediction of RAIR in its early stages can improve patient prognosis. The aim of this article is to evaluate the blood biomarkers in patients with RAIR and to establish a prediction model. Patients and Methods Data collected from patients with thyroid cancer that were enrolled from Jan. 2017 to Dec. 2021 were screened. RAIR was defined based on the criteria in the 2015 American Thyroid Association guidelines. The blood biomarkers from the study participants at three admissions timepoints (surgery and first and secondary I-131 ablations) were compared using both parametric and nonparametric tests to identify predictive factors for RAIR. Binary logistic regression analysis was used to construct a prediction model using parameters associated with surgical procedure decision. The model was then assessed with receiver operating characteristic curves. Results Thirty-six patients were included in the data analysis. Sixteen blood variables, including the low density lipoprotein-cholesterol-total cholesterol ratio, neutrophils, thyroglobulins, thyroglobulin antibody, thyroid peroxidase antibody, anion gap, etc., were revealed to be predictors for RAIR. The prediction model, which incorporated two parameters, reached an area under the curve of 0.861 (p<0.001). Conclusion Conventional blood biomarkers can be used in the prediction of early-stage RAIR. In addition, a prediction model incorporating multiple biomarkers can improve the predictive accuracy.
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Affiliation(s)
- Hanqing Liu
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Qian Chen
- Department of Clinical Laboratory, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Bohao Liu
- Department of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Jiaxi Wang
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Chuang Chen
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Shengrong Sun
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
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Tian T, Huang S, Dai H, Qi M, Liu B, Huang R. Radioactive Iodine-Refractory Pulmonary Metastases of Papillary Thyroid Cancer in Children, Adolescents, and Young Adults. J Clin Endocrinol Metab 2023; 108:306-314. [PMID: 36226635 DOI: 10.1210/clinem/dgac600] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 10/05/2022] [Indexed: 01/27/2023]
Abstract
CONTEXT Few studies have explored radioactive iodine-refractory (RAIR) disease in children, adolescents, and young adults with papillary thyroid cancer (CAYA-PTC). OBJECTIVE This study systematically investigated the clinicopathologic characteristics and prognosis of CAYA-PTC with RAIR disease. METHODS Sixty-five patients with PTC aged ≤20 years were enrolled in this study, and all patients were confirmed to have pulmonary metastases. Clinicopathologic profiles were compared between the radioactive iodine-avid (RAIA) and RAIR groups. Univariate and multivariate regression analyses were performed to identify risk factors for RAIR status and progressive disease (PD). Gene alterations were detected in 17 patients. RESULTS Overall, 20 patients were included in the RAIR group, accounting for 30.8% (20/65) of all patients. No significant difference in pathologic characteristics was observed between patients aged <15 years and patients aged 15-20 years, but younger patients were more likely to develop RAIR disease (hazard ratio [HR] 3.500, 95% CI 1.134-10.803, P = .023). RET fusions were the most common genetic alterations in CAYA-PTC, but an association with RAIR disease was not detected (P = .210). RAIR disease (HR 10.008, 95% CI 2.427-41.268, P = .001) was identified as an independent predictor of PD. The Kaplan-Meier curve revealed a lower progression-free survival (PFS) and disease-specific survival (DSS) rate in the RAIR group than in the RAIA group (P < .001 and P = .039). Likewise, RAIR disease was a risk factor for unfavorable PFS in patients aged <15 years (P < .001). CONCLUSION RAIR disease occurs in one-third of CAYA-PTC with pulmonary metastases. Younger patients (aged < 15 years) are more susceptible to RAIR status, which leads to unfavorable PFS and DSS.
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Affiliation(s)
- Tian Tian
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Shuhui Huang
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Hongyuan Dai
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Mengfang Qi
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Bin Liu
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Rui Huang
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
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11
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Park JH, Myung JK, Lee SJ, Kim H, Kim S, Lee SB, Jang H, Jang WI, Park S, Yang H, Shim S, Kim MJ. ABCA1-Mediated EMT Promotes Papillary Thyroid Cancer Malignancy through the ERK/Fra-1/ZEB1 Pathway. Cells 2023; 12:cells12020274. [PMID: 36672209 PMCID: PMC9857273 DOI: 10.3390/cells12020274] [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: 12/07/2022] [Revised: 12/29/2022] [Accepted: 01/07/2023] [Indexed: 01/12/2023] Open
Abstract
Papillary thyroid cancer (PTC) is the most prevalent histological type of thyroid cancer (TC) worldwide. Although tumor metastasis occurs in regional lymph nodes, distant metastasis (DM) may also occur. Radioactive iodine (RAI) therapy is an effective treatment for TC; however, resistance to RAI occurs in patients with DM. Therefore, in this study, we investigated the efficacy of DM-related biomarkers as therapeutic targets for PTC therapy. ABCA1 expression was higher in aggressive BCPAP cells than in other PTC cells in terms of migration and invasion capacity. The knockdown of ABCA1 substantially decreased the expression of the epithelial-mesenchymal transition (EMT) marker, N-cadherin, and EMT regulator (ZEB1), resulting in suppressed migration and invasion of BCPAP cells. ABCA1 knockdown also reduced ERK activity and Fra-1 expression, which correlated with the effects of an ERK inhibitor or siRNA-mediated inhibition of ERK or Fra-1 expression. Furthermore, ABCA1-knocked-down BCPAP cells suppressed cell migration and invasion by reducing Fra-1 recruitment to Zeb1 promoter; lung metastasis was not observed in mice injected with ABCA1-knocked-down cells. Overall, our findings suggest that ABCA1 regulates lung metastasis in TC cells.
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Affiliation(s)
- Ji-Hye Park
- Laboratory of Radiation Exposure & Therapeutics, National Radiation Emergency Medical Center, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
- OPTOLANE Technologies Inc., Seongnam 13494, Republic of Korea
| | - Jae-Kyung Myung
- Laboratory of Radiation Exposure & Therapeutics, National Radiation Emergency Medical Center, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
- Department of Pathology, College of Medicine, Hanyang University, Seoul 01812, Republic of Korea
| | - Sun-Joo Lee
- Laboratory of Experimental Pathology, Departments of Pathology, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
| | - Hyewon Kim
- Laboratory of Experimental Pathology, Departments of Pathology, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
| | - Soyeon Kim
- Laboratory of Radiation Exposure & Therapeutics, National Radiation Emergency Medical Center, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
| | - Seung-Bum Lee
- Laboratory of Radiation Exposure & Therapeutics, National Radiation Emergency Medical Center, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
| | - Hyosun Jang
- Laboratory of Radiation Exposure & Therapeutics, National Radiation Emergency Medical Center, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
| | - Won-Il Jang
- Laboratory of Radiation Exposure & Therapeutics, National Radiation Emergency Medical Center, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
- Laboratory of Experimental Pathology, Departments of Pathology, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
| | - Sunhoo Park
- Laboratory of Radiation Exposure & Therapeutics, National Radiation Emergency Medical Center, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
- Laboratory of Experimental Pathology, Departments of Pathology, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
| | - Hyunwon Yang
- Biohealth Convergence, Seoul Women’s University, Seoul 01812, Republic of Korea
| | - Sehwan Shim
- Laboratory of Radiation Exposure & Therapeutics, National Radiation Emergency Medical Center, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
- Correspondence: (S.S.); (M.-J.K.); Tel.: +82-2-3399-5875 (S.S.); Fax: +82-2-3399-5870 (S.S.)
| | - Min-Jung Kim
- Laboratory of Radiation Exposure & Therapeutics, National Radiation Emergency Medical Center, Korea Institute of Radiological & Medical Science, Seoul 01812, Republic of Korea
- Correspondence: (S.S.); (M.-J.K.); Tel.: +82-2-3399-5875 (S.S.); Fax: +82-2-3399-5870 (S.S.)
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12
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Meng C, Song J, Long W, Mu Z, Sun Y, Liang J, Lin Y. A user-friendly nomogram for predicting radioiodine refractory differentiated thyroid cancer. Front Endocrinol (Lausanne) 2023; 14:1109439. [PMID: 36843580 PMCID: PMC9950494 DOI: 10.3389/fendo.2023.1109439] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Accepted: 01/27/2023] [Indexed: 02/12/2023] Open
Abstract
BACKGROUND The diagnosis of radioiodine refractory differentiated thyroid cancer (RAIR-DTC) is primarily based on clinical evolution and iodine uptake over the lesions, which is still time-consuming, thus urging a predictive model for timely RAIR-DTC informing. The aim of this study was to develop a nomogram model for RAIR prediction among DTC patients with distant metastases (DM). METHODS Data were extracted from the treatment and follow-up databases of Peking Union Medical College Hospital between 2010 and 2021. A total of 124 patients were included and divided into RAIR (n=71) and non-RAIR (n=53) according to 2015 ATA guidelines. All patients underwent total thyroidectomy followed by at least two courses of RAI treatment. Serological markers and various clinical, pathological, genetic status, and imaging factors were integrated into this study. The pre-treatment stimulated Tg and pre- and post-treatment suppressed Tg at the first and second course RAI treatment were defined as s-Tg1, s-Tg2, sup-Tg1, and sup-Tg2, respectively. Δs-Tg denoted s-Tg1/s-Tg2, and Δs-TSH denoted s-TSH1/s-TSH2. Multivariate logistic regression and correlation analysis were utilized to determine the independent predictors of RAIR. The performance of the nomogram was assessed by internal validation and receiver operating characteristic (ROC) curve, and benefit in clinical decision-making was assessed using decision curve. RESULTS In univariate logistic regression, nine possible risk factors were related to RAIR. Correlation analysis showed four of the above factors associated with RAIR. Through multivariate logistic regression, Δs-Tg/Δs-TSH<1.50 and age upon diagnosis were obtained to develop a convenient nomogram model for predicting RAIR. The model was internally validated and had good predictive efficacy with an AUC of 0.830, specificity of 0.830, and sensitivity of 0.755. The decision curve also showed that if the model is used for clinical decision-making when the probability threshold is between 0.23 and 0.97, the net benefit of patients is markedly higher than that of the TreatAll and TreatNone control groups.By using 1.50 as a cut-off ofΔs-Tg/Δs-TSH, differing biochemical progression among the generally so-called RAIR can be further stratified as meaningfully rapidly or slowly progressive patients (P=0.012). CONCLUSIONS A convenient user-friendly nomogram model was developed with good predictive efficacy for RAIR. The progression of RAIR can be further stratified as rapidly or slowly progressive by using 1.50 as a cut-off value of Δs-Tg/Δs-TSH.
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Affiliation(s)
- Chao Meng
- Department of Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College (PUMC) Hospital, Chinese Academy of Medical Sciences & PUMC, Beijing, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Beijing, China
- Department of Oncology, Peking University International Hospital, Beijing, China
| | - Juanjuan Song
- Department of Nuclear Medicine, Peking University International Hospital, Beijing, China
| | - Wen Long
- Department of Nuclear Medicine, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Zhuanzhuan Mu
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College (PUMC) Hospital, Chinese Academy of Medical Sciences & PUMC, Beijing, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Beijing, China
| | - Yuqing Sun
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College (PUMC) Hospital, Chinese Academy of Medical Sciences & PUMC, Beijing, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Beijing, China
| | - Jun Liang
- Department of Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
- Department of Oncology, Peking University International Hospital, Beijing, China
- *Correspondence: Jun Liang, ; Yansong Lin,
| | - Yansong Lin
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College (PUMC) Hospital, Chinese Academy of Medical Sciences & PUMC, Beijing, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Beijing, China
- *Correspondence: Jun Liang, ; Yansong Lin,
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Wang W, Shen C, Yang Z. Nomogram individually predicts the risk for distant metastasis and prognosis value in female differentiated thyroid cancer patients: A SEER-based study. Front Oncol 2022; 12:800639. [PMID: 36033442 PMCID: PMC9399418 DOI: 10.3389/fonc.2022.800639] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Accepted: 07/21/2022] [Indexed: 11/13/2022] Open
Abstract
Objective Distant metastasis (DM) is an important prognostic factor in differentiated thyroid cancer (DTC) and determines the course of treatment. This study aimed to establish a predictive nomogram model that could individually estimate the risk of DM and analyze the prognosis of female DTC patients (FDTCs). Materials and methods A total of 26,998 FDTCs were retrospectively searched from the Surveillance, Epidemiology, and End Results (SEER) database from 2010 to 2018 and randomly divided into validation and training cohorts. Univariate and multivariate analyses were performed to screen for prognostic factors and construct a prediction nomogram. The performance of the nomogram was assessed by the area under the receiver operating characteristic curve (AUC), concordance index (C-index), and a calibration curve. The overall survival (OS) and cancer-specific survival (CSS) were evaluated by Kaplan-Meier (K-M) analysis. Results A total of 263 (0.97%) FDTCs were reported to have DM. K-M analysis showed the association of multiple-organ metastases and brain involvement with lower survival rates (P < 0.001) in patients. Tumor size, age at diagnosis, thyroidectomy, N1 stage, T3-4 stage, and pathological type were independent predictive factors of DM in FDTCs (all P < 0.001). Similarly, age at diagnosis, Black, DM, T3-4 stage, thyroidectomy, and lung metastasis were determined as independent prognostic factors for FDTCs (all P < 0.001). Several predictive nomograms were established based on the above factors. The C-index, AUC, and calibration curves demonstrated a good performance of these nomogram models. Conclusion Our study was successful in establishing and validating nomograms that could predict DM, as well as CSS and OS in individual patients with FDTC based on a large study cohort. These nomograms could enable surgeons to perform individualized survival evaluation and risk stratification for FDTCs.
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Affiliation(s)
- Wenlong Wang
- General Surgery Department, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Cong Shen
- General Surgery Department, Xiangya Hospital, Central South University, Changsha, China
| | - Zhi Yang
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Department of Colorectal & Anal Surgery, Hepatobiliary & Enteric Surgery Research Center, Xiangya Hospital, Central South University, Changsha, China
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Identification of Ferroptosis-Associated Long Noncoding RNA Prognostic Model and Tumor Immune Microenvironment in Thyroid Cancer. J Immunol Res 2022; 2022:5893998. [PMID: 35915656 PMCID: PMC9338734 DOI: 10.1155/2022/5893998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 06/27/2022] [Accepted: 06/29/2022] [Indexed: 11/18/2022] Open
Abstract
Background Thyroid cancer (TC) is a rapidly increasing incidence of endocrine malignancies, occupying 3% of new cancer incidence, of which 10% has a heterogeneous prognosis. Ferroptosis is a form of cell death distinct from apoptosis, which involves antitumor drug-related research. Long noncoding RNAs (lncRNAs) could affect cancer prognosis by regulating the ferroptosis; thus, ferroptosis-associated lncRNAs are emerging as prospective biomarkers for cancer therapy and prognosis. However, the prognostic factors of ferroptosis-associated lncRNAs in this solid tumor and their mechanisms remain unknown. Methods The TC lncRNA data were extracted from RNA sequencing files of The Cancer Genome Atlas (TCGA). Then, we performed a two-cluster analysis and grouped 502 patients with TC in a 7 : 3 ratio. Both the least absolute shrinkage and selection operator (LASSO) regression and Cox regression analysis were conducted to create and validate the ferroptosis-associated lncRNA prognostic model (Ferr-LPM). Based on the median Ferr-LPM-based risk score (LPM_score) of the training cohort, we categorized patients into high and low LPM_score groups, which were then subjected to prognostic correlation and difference analysis. We also created a nomogram and assessed its predictive ability. Furthermore, immune-related mechanisms were investigated by analyzing the tumor immune microenvironment (TIME) and applying algorithms such as CIBERSROT. Results We built a highly accurate nomogram to promote the clinical applicability of Ferr-LPM. The area under the receiver operating characteristic curve (AUC-ROC) reached above 0.9. Survival analysis suggested that when the Ferr-LPM score was higher, the overall survival (OS) of patients within this group was shorter. Meanwhile, we found a strong association between Ferr-LPM and TIME. Interestingly, the LPM_score was inversely proportional to the tumor purity but positively related to immune checkpoint blockade (ICB) response. Conclusion We constructed a novel ferroptosis-associated lncRNA nomogram that could highly predict the prognosis of TC patients. Ferroptosis-associated lncRNAs might possess potential functions in regulating TIME, and lncRNAs provide TC patients with new prognostic biomarkers and therapeutic targets.
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Soe MH, Chiang JM, Flavell RR, Khanafshar E, Mendoza L, Kang H, Liu C. Non-Iodine-Avid Disease Is Highly Prevalent in Distant Metastatic Differentiated Thyroid Cancer With Papillary Histology. J Clin Endocrinol Metab 2022; 107:e3206-e3216. [PMID: 35556126 PMCID: PMC9282362 DOI: 10.1210/clinem/dgac305] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Indexed: 11/19/2022]
Abstract
CONTEXT Patients with radioactive iodine (RAI) refractory metastatic differentiated thyroid cancer (DTC) have poor prognosis. Early identification of RAI refractoriness may improve care. OBJECTIVE This work aimed to characterize DTC patients with distant metastases (DM) at diagnosis who presented with non-iodine-avid disease. METHODS Retrospective analyses of DTC patients with DM at diagnosis who presented between 2012 and 2020 were performed. Iodine uptake in DM was correlated with tumor histology and mutational profile. The difference in uptake between BRAFV600E-like (BVL) and RAS-like (RL) cancers based on insights from The Cancer Genome Atlas was evaluated. RESULTS Among 78 patients, 48.7% had negative uptake in DM on the first posttherapy scan. Negative scans were highly prevalent in papillary thyroid carcinoma (PTC) with papillary architecture, PTC with BRAFV600E mutation, and PTC with both BRAFV600E and TERT promoter mutations (71.1%, 80.9%, and 100%, respectively). BVL and RL tumors exhibited distinct uptake patterns with negative scan prevalence of 76.9% and 14.3% (P = .005). Multivariate logistical regression confirmed high odds of negative uptake in BVL tumors with either BVL mutations or papillary architecture, 19.8 (95% CI, 2.72-144), and low odds of negative uptake in RL tumors with either RL mutations or follicular architecture, 0.048 (95% CI, 0.006-0.344), after adjusting for age, sex, race, RAI preparation method, bone metastases, and RAI dose. Patients with negative scans were significantly older (62.4 vs 47.0 years, P = .03). CONCLUSION Among DTC patients with DM at diagnosis, non-iodine-avid disease is highly prevalent in patients with BVL cancers, particularly with BRAFV600E and TERT promoter mutations, and is associated with an older age. Better strategies are needed to improve RAI treatment response for these patients.
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Affiliation(s)
| | | | - Robert R Flavell
- Molecular Imaging and Therapeutics Clinical Section, Department of Radiology and Biomedical Imaging, University of California, and Department of Pharmaceutical Chemistry, San Francisco, California 94143, USA
| | - Elham Khanafshar
- Division of Cytopathology, Department of Pathology, University of California, San Francisco, San Francisco, California 94143, USA
| | - Laura Mendoza
- College of Osteopathic Medicine, Touro University, Henderson, Nevada 89014, USA
| | - Hyunseok Kang
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, California 94143, USA
| | - Chienying Liu
- Correspondence: Chienying Liu, MD, Division of Endocrinology, Department of Medicine, University of California, San Francisco, 400 Parnassus Ave, San Francisco, CA 94143, USA.
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Wang Y, Jiang L, Zhang X, Xu Y, Liu B. Intravenous Tumor Thrombus From Papillary Carcinoma of Thyroid Demonstrated by 18F-FDG PET/CT. Clin Nucl Med 2022; 47:541-542. [PMID: 35025802 DOI: 10.1097/rlu.0000000000004001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
ABSTRACT A 24-year-old man with papillary thyroid carcinoma underwent 131I ablation after thyroidectomy. On posttherapy whole-body scintigraphy, only the remnant thyroid was visualized. In view of elevated unstimulated thyroglobulin level 7 months after 131I ablation, 18F-FDG PET/CT scan was ordered for further evaluation. On PET/CT images, a large filling defect from the dilated left brachiocephalic vein to superior vena cava was noted corresponding with high FDG uptake. It was considered as a malignant thrombus.
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Affiliation(s)
- Yu Wang
- From the Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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Liu L, Shi Y, Lai Q, Huang Y, Jiang X, Liu Q, Huang Y, Xia Y, Xu D, Jiang Z, Tu W. Construction of a Signature Model to Predict the Radioactive Iodine Response of Papillary Thyroid Cancer. Front Endocrinol (Lausanne) 2022; 13:865909. [PMID: 35634509 PMCID: PMC9132198 DOI: 10.3389/fendo.2022.865909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 03/28/2022] [Indexed: 12/04/2022] Open
Abstract
Papillary thyroid cancer (PTC) accounts for about 90% of thyroid cancer. There are approximately 20%-30% of PTC patients showing disease persistence/recurrence and resistance to radioactive iodine (RAI) treatment. For these PTC patients with RAI refractoriness, the prognosis is poor. In this study, we aimed to establish a comprehensive prognostic model covering multiple signatures to increase the predictive accuracy for progression-free survival (PFS) of PTC patients with RAI treatment. The expression profiles of mRNAs and miRNAs as well as the clinical information of PTC patients were extracted from TCGA and GEO databases. A series of bioinformatics methods were successfully applied to filtrate a two-RNA model (IPCEF1 and hsa-mir-486-5p) associated with the prognosis of RAI-therapy. Finally, the RNA-based risk score was calculated based on the Cox coefficient of the individual RNA, which achieved good performances by the time-dependent receiver operating characteristic (tROC) curve and PFS analyses. Furthermore, the predictive power of the nomogram, integrated with the risk score and clinical parameters (age at diagnosis and tumor stage), was assessed by tROC curves. Collectively, our study demonstrated high precision in predicting the RAI response of PTC patients.
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Affiliation(s)
- Lina Liu
- Department of Nuclear Medicine, the Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Yuhong Shi
- Department of Nuclear Medicine, the Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Qian Lai
- School of Bioscience and Technology, Chengdu Medical College, Chengdu, China
| | - Yuan Huang
- School of Bioscience and Technology, Chengdu Medical College, Chengdu, China
| | - Xue Jiang
- Department of Nuclear Medicine, the Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Qian Liu
- Department of Nuclear Medicine, the Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Ying Huang
- Department of Nuclear Medicine, the Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Yuxiao Xia
- Department of Nuclear Medicine, the Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Dongkun Xu
- Department of Nuclear Medicine, the Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Zhiqiang Jiang
- Department of General Surgery, the Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Wenling Tu
- Department of Nuclear Medicine, the Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
- School of Bioscience and Technology, Chengdu Medical College, Chengdu, China
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18
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Siraj S, Masoodi T, Siraj AK, Azam S, Qadri Z, Parvathareddy SK, Bu R, Siddiqui KS, Al-Sobhi SS, AlDawish M, Al-Kuraya KS. APOBEC SBS13 Mutational Signature-A Novel Predictor of Radioactive Iodine Refractory Papillary Thyroid Carcinoma. Cancers (Basel) 2022; 14:cancers14061584. [PMID: 35326735 PMCID: PMC8946015 DOI: 10.3390/cancers14061584] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 03/03/2022] [Accepted: 03/15/2022] [Indexed: 02/04/2023] Open
Abstract
Standard surgery followed by radioactive iodine (131I, RAI) therapy are not curative for 5−20% of papillary thyroid carcinoma (PTC) patients with RAI refractory disease. Early predictors indicating therapeutic response to RAI therapy in PTC are yet to be elucidated. Whole-exome sequencing was performed (at median depth 198x) on 66 RAI-refractory and 92 RAI-avid PTCs with patient-matched germline. RAI-refractory tumors were significantly associated with distinct aggressive clinicopathological features, including positive surgical margins (p = 0.016) and the presence of lymph node metastases at primary diagnosis (p = 0.012); higher nonsilent tumor mutation burden (p = 0.011); TERT promoter (TERTp) mutation (p < 0.0001); and the enrichment of the APOBEC-related single-base substitution (SBS) COSMIC mutational signatures 2 (p = 0.030) and 13 (p < 0.001). Notably, SBS13 (odds ratio [OR] 30.4, 95% confidence intervals [CI] 1.43−647.22) and TERTp mutation (OR 41.3, 95% CI 4.35−391.60) were revealed to be independent predictors of RAI refractoriness in PTC (p = 0.029 and 0.001, respectively). Although SBS13 and TERTp mutations alone highly predicted RAI refractoriness, when combined, they significantly increased the likelihood of predicting RAI refractoriness in PTC. This study highlights the APOBEC SBS13 mutational signature as a novel independent predictor of RAI refractoriness in a distinct subgroup of PTC.
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Affiliation(s)
- Sarah Siraj
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (S.S.); (T.M.); (A.K.S.); (S.A.); (Z.Q.); (S.K.P.); (R.B.)
| | - Tariq Masoodi
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (S.S.); (T.M.); (A.K.S.); (S.A.); (Z.Q.); (S.K.P.); (R.B.)
| | - Abdul K. Siraj
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (S.S.); (T.M.); (A.K.S.); (S.A.); (Z.Q.); (S.K.P.); (R.B.)
| | - Saud Azam
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (S.S.); (T.M.); (A.K.S.); (S.A.); (Z.Q.); (S.K.P.); (R.B.)
| | - Zeeshan Qadri
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (S.S.); (T.M.); (A.K.S.); (S.A.); (Z.Q.); (S.K.P.); (R.B.)
| | - Sandeep K. Parvathareddy
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (S.S.); (T.M.); (A.K.S.); (S.A.); (Z.Q.); (S.K.P.); (R.B.)
| | - Rong Bu
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (S.S.); (T.M.); (A.K.S.); (S.A.); (Z.Q.); (S.K.P.); (R.B.)
| | - Khawar S. Siddiqui
- Department of Pediatric Hematology-Oncology, King Faisal Specialist Hospital and Research Center, P.O. Box 3354, Riyadh 11211, Saudi Arabia;
| | - Saif S. Al-Sobhi
- Department of Surgery, King Faisal Specialist Hospital and Research Center, P.O. Box 3354, Riyadh 11211, Saudi Arabia;
| | - Mohammed AlDawish
- Department of Endocrinology and Diabetes, Prince Sultan Military Medical City, P.O. Box 261370, Riyadh 11342, Saudi Arabia;
| | - Khawla S. Al-Kuraya
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (S.S.); (T.M.); (A.K.S.); (S.A.); (Z.Q.); (S.K.P.); (R.B.)
- Correspondence: ; Tel.: +966-112-055-2167
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Abstract
Background: Sex dimorphism strongly impacts tumor biology, with most cancers having a male predominance. Uniquely, thyroid cancer (TC) is the only nonreproductive cancer with striking female predominance with three- to four-fold higher incidence among females, although males generally have more aggressive disease. The molecular basis for this observation is not known, and current approaches in treatment and surveillance are not sex specific. Summary: Although TC has overall good prognosis, 6-20% of patients develop regional or distant metastasis, one third of whom are not responsive to conventional treatment approaches and suffer a 10-year survival rate of only 10%. More efficacious treatment strategies are needed for these aggressive TCs, as tyrosine kinase inhibitors and immunotherapy have major toxicities without demonstrable overall survival benefit. Emerging evidence indicates a role of sex hormones, genetics, and the immune system in modulation of both risk for TC and its progression in a sex-specific manner. Conclusion: Greater understanding of the molecular mechanisms underlying sex differences in TC pathogenesis could provide insights into the development of sex-specific, targeted, and effective strategies for prevention, diagnosis, and management. This review summarizes emerging evidence for the importance of sex in the pathogenesis, progression, and response to treatment in differentiated TC with emphasis on the role of sex hormones, genetics, and the immune system.
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Affiliation(s)
- Leila Shobab
- MedStar Washington Hospital Center, Washington, District of Columbia, USA
| | - Kenneth D Burman
- MedStar Washington Hospital Center, Washington, District of Columbia, USA
| | - Leonard Wartofsky
- Medstar Health Research Institute, Washington, District of Columbia, USA
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20
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Bodei L, Kidd M, Modlin IM. Clinical and scientific considerations of genomics and metabolomics in radionuclide therapy. Nucl Med Mol Imaging 2022. [DOI: 10.1016/b978-0-12-822960-6.00198-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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21
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Mantsopoulos K, Mueller SK, Pavel M, Kuwert T, Meidenbauer N, Fietkau R, Sievert M, Iro H. [Treatment strategy by radioiodine refractory differentiated thyroid cancer]. Laryngorhinootologie 2021; 101:298-303. [PMID: 34583388 DOI: 10.1055/a-1580-7327] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Traditionally, the multimodal therapy concept for differentiated thyroid carcinomas consists of thyroidectomy with neck dissection (for cN + neck) and adjuvant radioiodine ablation with subsequent risk-adapted TSH suppression. The extent of radioiodine uptake in metastatic thyroid carcinomas plays a significant role is significant in terms of prognosis. Radioiodine refractory lesions are characterized by the lack of radioiodine uptake in combination with the lack of decrease in the tumor marker thyroglobulin as well as signs of progression on imaging. Due to the mostly indolent course over a long period of time, a wait-and-see strategy in combination with local management of distant metastase symptom relief appears to be primarily sufficient. By evidence for change in tumor dynamics, the need for a multi-tyrosine kinase inhibitor (sorafenib, lenvatinib)-based systemic therapy should be thoroughly evaluated. These substances are mostly associated with an unfavorable side-effect profile (diarrhea, rash, arterial hypertension, local wound healing disorders), which leads to a non-negligible rate of treatment-associated morbidity and a high number of treatment interruptions. For this reason, two selective RET inhibitors (selpercatinib, pralsetinib) for differentiated thyroid carcinomas were approved by the FDA in 2020. A new perspective for the future would be the variable re-differentiation strategies, which aim to increase the sensitivity of tumor cells to radioiodine.
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Affiliation(s)
- Konstantinos Mantsopoulos
- Otolaryngology, Head and Neck surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Sarina K Mueller
- Otolaryngology, Head and Neck surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Marianne Pavel
- Department of Medicine I, Lead Division of Endocrinology & Neuroendocrine Tumors, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Torsten Kuwert
- Nuclear Medicine, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Norbert Meidenbauer
- Department of Medicine V, Haematology and Oncology, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Rainer Fietkau
- Radiation Oncology, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Matti Sievert
- Otolaryngology, Head and Neck surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Heinrich Iro
- Otolaryngology, Head and Neck surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
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22
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Qin Y. Identification of Prognosis-Associated Biomarkers in Thyroid Carcinoma by a Bioinformatics Analysis. Int J Gen Med 2021; 14:5737-5747. [PMID: 34557027 PMCID: PMC8454525 DOI: 10.2147/ijgm.s327497] [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: 07/06/2021] [Accepted: 09/02/2021] [Indexed: 11/23/2022] Open
Abstract
Background This study aimed to identify the key genes associated with prognosis in thyroid cancer (TC), and to explore potential pathways. Methods GSE66783, GSE58545, and GSE129562 datasets were used to identify differentially expressed genes (DEGs) between tumor and normal tissues, followed by KEGG analyses on DEGs. The protein-protein interaction (PPI) network of DEGs was subsequently constructed to find the top 10 hub genes and seed genes in the whole network. Furthermore, the mRNA expressions of hub genes and prognostic values were explored. Regarding the seed gene, pathway activity score and GSEA analyses were conducted as well. Results 1) A total of 183 DEGs were consistently expressed in three datasets comprising 76 up-regulated and 107 down-regulated genes. DEGs were mainly enriched in the p53 signaling pathway, complement and coagulation cascades, and hedgehog signaling pathway. 2) The top 10 hub genes, including CCND1, TIMP1, ICAM1, MET, PLAU, LDLR, PLAUR, ITGA2, ITGA3, and LGALS3, were identified. All hub genes were highly expressed in TC compared with normal samples. 3) High expression of CCND1, TIMP1, MET, and LGALS3 statistically correlated with a favorable prognosis of patients. Poor survival was observed in patients with ITGA2 and ITGA3 high expression. There was no association between ICAM1, PLAU, and PLAUR expression and survival of patients. LGALS3 and TIMP1 were further identified as independent prognostic factors in TC. 4) Among 10 hub genes, TIMP1 was determined as the seed gene, indicating its significance in the whole network. We further found that in most of the famous cancer-related pathways, TIMP1 higher expression caused a lower pathway activity, suggesting its inhibitory effect to these pathways in TC. In addition, TIMP1 positively correlated with the p53 signaling pathway, complement, and coagulation cascades involved in TC. Conclusion The present study provided seven prognosis-associated genes in TC and revealed several significant pathways, which contributed to elucidate the pathogenesis of TC.
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Affiliation(s)
- Yong Qin
- Department of Thyroid Surgery, Bishan Hospital of Chongqing, Chongqing, 402760, People's Republic of China
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23
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Hescheler DA, Riemann B, Hartmann MJM, Michel M, Faust M, Bruns CJ, Alakus H, Chiapponi C. Targeted Therapy of Papillary Thyroid Cancer: A Comprehensive Genomic Analysis. Front Endocrinol (Lausanne) 2021; 12:748941. [PMID: 34630336 PMCID: PMC8498581 DOI: 10.3389/fendo.2021.748941] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 08/27/2021] [Indexed: 12/15/2022] Open
Abstract
Background A limited number of targeted therapy options exist for papillary thyroid cancer (PTC) to date. Based on genetic alterations reported by the "The Cancer Genome Atlas (TCGA)", we explored whether PTC shows alterations that may be targetable by drugs approved by the FDA for other solid cancers. Methods Databases of the National Cancer Institute and MyCancerGenome were screened to identify FDA-approved drugs for targeted therapy. Target genes were identified using Drugbank. Genetic alterations were classified into conferring drug sensitivity or resistance using MyCancerGenome, CiViC, TARGET, and OncoKB. Genomic data for PTC were extracted from TCGA and mined for alterations predicting drug response. Results A total of 129 FDA-approved drugs with 128 targetable genes were identified. One hundred ninety-six (70%) of 282 classic, 21 (25%) of 84 follicular, and all 30 tall-cell variant PTCs harbored druggable alterations: 259 occurred in 29, 39 in 19, and 31 in 2 targetable genes, respectively. The BRAF V600 mutation was seen in 68% of classic, 16% of follicular variant, and 93% of tall-cell variant PTCs. The RET gene fusion was seen in 8% of classic PTCs, NTRK1 and 3 gene fusions in 3%, and other alterations in <2% of classic variant PTCs. Ninety-nine of 128 (77%) FDA-approved targetable genes did not show any genetic alteration in PTC. Beside selective and non-selective BRAF-inhibitors, no other FDA-approved drug showed any frequent predicted drug sensitivity (<10%). Conclusion Treatment strategies need to focus on resistance mechanisms to BRAF inhibition and on genetic alteration-independent alternatives rather than on current targeted drugs.
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Affiliation(s)
- Daniel A. Hescheler
- Department of Nuclear Medicine, University Hospital Münster, Münster, Germany
- European Institute for Molecular Imaging (EIMI), University of Münster, Münster, Germany
| | - Burkhard Riemann
- Department of Nuclear Medicine, University Hospital Münster, Münster, Germany
| | - Milan J. M. Hartmann
- Department of General, Visceral, Tumor and Transplant Surgery, University Hospital Cologne, Cologne, Germany
| | - Maximilian Michel
- Institute of Zoology, University of Cologne Germany, Cologne, Germany
| | - Michael Faust
- Policlinic for Prevention, Diabetes and Endocrinology, University of Cologne, Cologne, Germany
| | - Christiane J. Bruns
- Department of General, Visceral, Tumor and Transplant Surgery, University Hospital Cologne, Cologne, Germany
| | - Hakan Alakus
- Department of General, Visceral, Tumor and Transplant Surgery, University Hospital Cologne, Cologne, Germany
| | - Costanza Chiapponi
- Department of General, Visceral, Tumor and Transplant Surgery, University Hospital Cologne, Cologne, Germany
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Wang W, Shen C, Zhao Y, Sun B, Bai N, Li X. Identification and validation of potential novel biomarkers to predict distant metastasis in differentiated thyroid cancer. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:1053. [PMID: 34422965 PMCID: PMC8339873 DOI: 10.21037/atm-21-383] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 05/16/2021] [Indexed: 12/18/2022]
Abstract
Background Distant metastasis (DM) is not common in differentiated thyroid cancer (DTC). However, it is associated with a significantly poor prognosis. Early detection of high-risk DTC patients is difficult, and the molecular mechanism is still unclear. Therefore, the present study aims to establish a novel predictive model based on clinicopathological parameters and DM-related gene signatures to provide guidelines for clinicians in decision making. Methods Weighted gene co-expression network analysis (WGCNA) was performed to discover co-expressed gene modules and hub genes associated with DM. Univariate and multivariate analyses were carried out to identify independent clinicopathological risk factors based on The Cancer Genome Atlas (TCGA) database. An integrated nomogram prediction model was established. Finally, real hub genes were validated using the GSE60542 database and various thyroid cell lines. Results The midnightblue module was most significantly positively correlated with DM (R=0.56, P=9e-06) by as per WGCNA. DLX5 (AUC: 0.769), COX6B2 (AUC: 0.764), and LYPD1 (AUC: 0.760) were determined to be the real hub genes that play a crucial role in predicting DM. Meanwhile, univariate and multivariate analyses demonstrated that T-stage (OR, 15.03; 95% CI, 1.75-319.40; and P=0.024), histologic subtype (OR, 0.17; 95% CI, 0.03-0.92; and P=0.042) were the independent predictors of DM. Subsequently, a nomogram model was constructed based on gene signatures and independent clinical risk factors exhibited good performance. Additionally, the mRNA expressions of real hub genes in the GSE60542 dataset were consistent with TCGA. Conclusions The present study has provided a reliable model to predict DM in patients with DTC. This model is likely to serve as an individual risk assessment tool in therapeutic decision-making.
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Affiliation(s)
- Wenlong Wang
- Thyroid Surgery Department, Xiangya Hospital, Central South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Cong Shen
- Thyroid Surgery Department, Xiangya Hospital, Central South University, Changsha, China
| | - Yunzhe Zhao
- Thyroid Surgery Department, Xiangya Hospital, Central South University, Changsha, China
| | - Botao Sun
- Thyroid Surgery Department, Xiangya Hospital, Central South University, Changsha, China
| | - Ning Bai
- Thyroid Surgery Department, Xiangya Hospital, Central South University, Changsha, China
| | - Xinying Li
- Thyroid Surgery Department, Xiangya Hospital, Central South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
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Guo X, He H, Gao Q, Jin Y. Isolated Metastasis to Spleen-Stomach Space From Follicular Thyroid Cancer Combined With a Benign Subcutaneous Nodule on 18F-FDG PET/CT and 131I Scintigraphy. Clin Nucl Med 2021; 46:e156-e158. [PMID: 32910059 DOI: 10.1097/rlu.0000000000003241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
ABSTRACT A 40-year-old woman with follicular thyroid cancer underwent a systemic PET/CT evaluation before operation and then received total thyroidectomy and radioactive 131I ablation therapy. Posttreatment imaging of 131I whole-body scan with SPECT/CT showed that metastasis on the spleen-stomach space coexists with mimicking subcutaneous metastasis, considering their level of 131I accumulation and morphological changes on PET/CT. However, histopathology confirmed the subcutaneous lesion of fibrous hyperplasia by fine-needle aspiration. This case demonstrates a vital role of SPECT/CT in the diagnosis of metastatic thyroid cancer and mimicking metastasis.
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Affiliation(s)
- Xiuyu Guo
- From the Department of Radiology and Ningbo PET/CT Center, Hwa Mei Hospital, University of Chinese Academy of Sciences
| | - Hua He
- From the Department of Radiology and Ningbo PET/CT Center, Hwa Mei Hospital, University of Chinese Academy of Sciences
| | - Qiaolin Gao
- From the Department of Radiology and Ningbo PET/CT Center, Hwa Mei Hospital, University of Chinese Academy of Sciences
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Zia MR, Raza MA, Park SH, Irfan N, Ahmed R, Park JE, Jeon J, Mushtaq S. Removal of Radioactive Iodine Using Silver/Iron Oxide Composite Nanoadsorbents. NANOMATERIALS (BASEL, SWITZERLAND) 2021; 11:588. [PMID: 33652803 PMCID: PMC7996965 DOI: 10.3390/nano11030588] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 02/20/2021] [Accepted: 02/22/2021] [Indexed: 12/14/2022]
Abstract
Efficient and cost-effective removal of radioactive iodine (radioiodine) from radioactive contaminated water has become a crucial task, following nuclear power plant disasters. Several materials for removing radioiodine have been reported in the literature. However, most of these materials exhibit some limitations, such as high production cost, slow adsorption kinetics, and poor adsorption capacity. Herein, we present silver/iron oxide nanocomposites (Ag/Fe3O4) for the efficient and specific removal of iodine anions from contaminated water. The Ag/Fe3O4 were synthesized using a modified method and characterized via scanning electron microscopy, transmission electron microscopy, and X-ray diffraction analyses. This adsorbent showed a high adsorption capacity for iodine anions (847 mg/g of the adsorbent) in pure water. Next, Ag/Fe3O4 was applied to the removal of radioiodine, and high removal efficiencies were observed in water. In addition, its desalination capacity was retained in the presence of competitive ions and varied pH. After the adsorption process, Ag/Fe3O4 was easily removed from the water by applying an external magnetic field. Moreover, the same operation can be repeated several times without a significant decrease in the performance of Ag/Fe3O4. Therefore, it is expected that the findings presented in this study will offer a new method for desalinating radioiodine in various aqueous media.
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Affiliation(s)
- Mah Rukh Zia
- Department of Nuclear Engineering, Pakistan Institute of Engineering and Applied Sciences, P. O. Nilore, Islamabad 45650, Pakistan; (M.R.Z.); (N.I.); (R.A.)
| | - Muhammad Asim Raza
- Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute, Jeongeup 56212, Korea; (M.A.R.); (S.H.P.)
- Radiation Science and Technology, University of Science and Technology, Daejeon 34113, Korea
| | - Sang Hyun Park
- Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute, Jeongeup 56212, Korea; (M.A.R.); (S.H.P.)
- Radiation Science and Technology, University of Science and Technology, Daejeon 34113, Korea
| | - Naseem Irfan
- Department of Nuclear Engineering, Pakistan Institute of Engineering and Applied Sciences, P. O. Nilore, Islamabad 45650, Pakistan; (M.R.Z.); (N.I.); (R.A.)
| | - Rizwan Ahmed
- Department of Nuclear Engineering, Pakistan Institute of Engineering and Applied Sciences, P. O. Nilore, Islamabad 45650, Pakistan; (M.R.Z.); (N.I.); (R.A.)
| | - Jung Eun Park
- Department of Applied Chemistry, College of Engineering, Kyungpook National University, Daegu 41566, Korea;
| | - Jongho Jeon
- Department of Applied Chemistry, College of Engineering, Kyungpook National University, Daegu 41566, Korea;
| | - Sajid Mushtaq
- Department of Nuclear Engineering, Pakistan Institute of Engineering and Applied Sciences, P. O. Nilore, Islamabad 45650, Pakistan; (M.R.Z.); (N.I.); (R.A.)
- Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute, Jeongeup 56212, Korea; (M.A.R.); (S.H.P.)
- Radiation Science and Technology, University of Science and Technology, Daejeon 34113, Korea
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Li C, Wu Q, Sun S. Radioactive Iodine Therapy in Patients With Thyroid Carcinoma With Distant Metastases: A SEER-Based Study. Cancer Control 2020; 27:1073274820914661. [PMID: 32292051 PMCID: PMC7160783 DOI: 10.1177/1073274820914661] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Distant metastasis (DM) is the dominant negative prognosis for thyroid carcinoma.
Radioactive iodine (RAI) therapy serves as an effective treatment for thyroid
carcinoma. However, resistance to RAI occurs in patients with DMs. The present
study aims to discriminate patients who may benefit from RAI. We extracted
patients with thyroid cancer in the Surveillance, Epidemiology, and End Results
program and analyzed thyroid cancer–specific survival after radiotherapy based
on age and grade subgroups. A total of 1608 patients having DMs were eligible,
including 521 (32.4%) cases with bone metastasis, 90 (5.6%) cases with brain
metastasis, 158 (9.8%) cases with liver metastasis, 995 (61.9%) cases with lung
metastasis, and 50 (3.1%) cases with other metastases. Advanced age, poor
differentiation, follicular carcinoma, lymphatic metastasis, tumor size >10
mm, and extracapsular invasion are associated with pulmonary metastases. With
respect to patients with DM, RAI therapy improved the survival in the age <45
years group and the well-/moderately differentiated group. For patients with
pulmonary metastasis, RAI improved the survival in the higher grade group but
did not have a strong effect in the better grade group. Our data indicate that
the disparity of metastatic sites has different risk factors. Similarly, this
finding indicates that RAI should be precisely applied to patients who undergo
DM but are young and have well-/moderately differentiated tumors and may improve
survival in pulmonary metastasis patients with poor grade tumors.
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Affiliation(s)
- Chenyuan Li
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei, People's Republic of China.,Authors contributed equally to this article
| | - Qi Wu
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei, People's Republic of China.,Authors contributed equally to this article
| | - Shengrong Sun
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei, People's Republic of China
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28
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Luo Y, Jiang H, Xu W, Wang X, Ma B, Liao T, Wang Y. Clinical, Pathological, and Molecular Characteristics Correlating to the Occurrence of Radioiodine Refractory Differentiated Thyroid Carcinoma: A Systematic Review and Meta-Analysis. Front Oncol 2020; 10:549882. [PMID: 33117686 PMCID: PMC7561400 DOI: 10.3389/fonc.2020.549882] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 08/21/2020] [Indexed: 01/22/2023] Open
Abstract
Background: Recently, radioiodine refractory differentiated thyroid cancer (RR-DTC) has received increasing attention due to its poor prognosis. The roles of clinical, pathological, and molecular features in the development of RR-DTC remain controversial and require additional investigation. This study aimed to evaluate the association between these risk factors and the occurrence of RR-DTC. Methods: We performed a systematic search for relevant literature following the recommendations of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) in PubMed, EMBASE, Medline, SCOPUS, and Web of Science up to the July 15, 2020. Observational studies that investigated the risk factors for RR-DTC were included. Fixed- or random-effects models were used to calculate pooled odds ratios (ORs) or mean differences (MD) with corresponding 95% confidence intervals. Results: We included 13 eligible studies incorporating 1,431 cases, of which 603 were patients with RR-DTC. The pooled analysis indicated that four parameters significantly increased the risk of RR-DTC: extrathyroidal extension (ETE) (OR: 2.28, 95% CI: 1.43–3.64, I2 = 14%), BRAFV600E mutation (OR: 3.60, 95% CI: 1.74–7.46, I2 = 69%), TERT promoter mutation (OR: 9.84, 95% CI: 3.60–26.89, I2 = 61%) and high-risk histological subtype (OR: 1.94, 95% CI: 1.15–3.27, I2 = 15%), including tall cell variant papillary thyroid carcinoma (PTC), sclerosing diffuse PTC, hobnail variant PTC, follicular thyroid carcinoma (FTC) (including Hürthle cell), and poorly differentiated thyroid carcinoma (PDTC). However, there was no statistical significance regarding sex, age, tumor size, multifocality, or lateral lymph node metastasis. Subgroup and sensitivity analyses were conducted to further confirm the robustness of the results. Conclusions: Histological subtype, ETE, BRAFV600E mutation, and TERT promoter mutation could be considered clinicopathological factors and biomarkers. They could assist in risk stratification, prognostic prediction, and individual therapy options for RR-DTC.
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Affiliation(s)
- Yi Luo
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Hongyi Jiang
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Weibo Xu
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xiao Wang
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Ben Ma
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Tian Liao
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yu Wang
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
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29
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Chang Z, Ji G, Huang R, Chen H, Gao Y, Wang W, Sun X, Zhang J, Zheng J, Wei Q. PIWI-interacting RNAs piR-13643 and piR-21238 are promising diagnostic biomarkers of papillary thyroid carcinoma. Aging (Albany NY) 2020; 12:9292-9310. [PMID: 32428871 PMCID: PMC7288952 DOI: 10.18632/aging.103206] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 04/17/2020] [Indexed: 04/11/2023]
Abstract
Emerging studies demonstrate that PIWI-interacting RNAs (piRNAs) participate in the development of cancers. 75 pairs of papillary thyroid carcinoma (PTC) samples and 31 benign thyroid nodule samples were included in this three-phase biomarker identifying study. First, piRNA expression profiles of five pairs of PTC samples were acquired piRNA sequencing. The expression of all upregulated piRNAs were further validated by RT-qPCR. Paired t and nonparametric test were used to evaluate the association between all upregulated piRNAs and clinic stage. The expression levels of key piRNAs were corrected by demographic data to construct a multivariate model to distinguish malignant nodules from benign. Additionally, the intersection between target genes of key piRNAs and differentially expressed genes in The Cancer Genome Atlas (TCGA) PTC samples were used to perform enrichment analysis. Only piR-13643 and piR-21238 were significantly upregulated in PTC and associated with clinic stage. Moreover, both piR-13643 (Area Under Curve (AUC): 0.821) and piR-21238 (AUC: 0.823) showed better performance in distinguishing malignant nodules from benign than currently used biomarkers HBME1 (AUC: 0.590). Based on our findings, piR-13643 and piR-21238 were observed to be significantly upregulated in human PTC. PIWI-interacting RNAs could serve as promising novel biomarkers for accurate detection of PTC.
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Affiliation(s)
- Zhengyan Chang
- Department of Pathology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai
| | - Guo Ji
- Department of Pathology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai
| | - Runzhi Huang
- Division of Spine, Department of Orthopedics, Tongji Hospital Affiliated to Tongji University School of Medicine, Shanghai, China
- Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration (Tongji University), Ministry of Education, Shanghai, China
| | - Hong Chen
- Center for Difficult and Complicated Abdominal Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yaohui Gao
- Department of Pathology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai
| | - Weifeng Wang
- Central Laboratory, Shanghai Tenth People's Hospital, Shanghai, China
| | - Xuechen Sun
- Department of Pathology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai
| | - Jie Zhang
- Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration (Tongji University), Ministry of Education, Shanghai, China
- Department of Prevention, Tongji University School of Medicine, Tongji University, Shanghai, China
| | - Jiayi Zheng
- Department of Pathology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai
- Human Province Key Laboratory of Tumor Cellular and Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, China
| | - Qing Wei
- Department of Pathology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai
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