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Nakamura M, Monden N, Terada T, Uwa N, Shinoda Y, Fukutake J, Kono H, Kishino T, Akisada N, Hayashi Y, Tsuzuki K. Risk factors for distant metastasis in papillary thyroid carcinoma: Association with lateral lymph node metastasis. Auris Nasus Larynx 2025; 52:174-178. [PMID: 39938396 DOI: 10.1016/j.anl.2025.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 01/14/2025] [Accepted: 01/17/2025] [Indexed: 02/14/2025]
Abstract
OBJECTIVE This study aimed to clarify the characteristics of distant metastasis in patients with N1a and N1b papillary thyroid carcinoma (PTC) and the significance of lateral lymph node metastasis as a risk factor for distant metastasis. METHODS Of the 537 patients with N1a and N1b PTC who underwent surgical treatment at Hyogo Medical University from January 2013 to December 2020 and Shikoku Cancer Center from January 2007 to December 2018, 283 (79 men and 204 women) with lymph node metastasis were analyzed in this study. The median age was 58 (range, 19-93) years, and the median observation period was 73 (range, 1-152) months after surgery. RESULTS The incidence rate of distant metastasis was higher when metastases were detected at levels II or V. Multivariate analysis revealed that the factors that significantly increased the distant metastasis rate were age ≥ 55 years (p = 0.011), tumor size > 4 cm (p = 0.034), and lymph node metastasis at levels II and V (p = 0.034). CONCLUSIONS For patients with N1b metastasis, specifically at levels II or V, total thyroidectomy with lateral neck dissection should be considered the primary choice for postoperative radioactive iodine therapy.
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Affiliation(s)
- Masataka Nakamura
- Department of Otolaryngology-Head and Neck Surgery, Hyogo Medical University.
| | - Nobuya Monden
- Department of Head and Neck Surgery-Thyroid Oncology, National Hospital Organization, Shikoku Cancer Center
| | - Tomonori Terada
- Department of Otolaryngology-Head and Neck Surgery, Hyogo Medical University
| | | | - Yuichiro Shinoda
- Department of Otolaryngology-Head and Neck Surgery, Hyogo Medical University
| | - Junko Fukutake
- Department of Otolaryngology-Head and Neck Surgery, Hyogo Medical University
| | - Hiroshi Kono
- Department of Surgical Pathology, Hyogo Medical University
| | - Takehito Kishino
- Department of Otolaryngology, Faculty of Medicine, Kagawa University
| | - Naoki Akisada
- Department of Otolaryngology-Head and Neck Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences
| | - Yuji Hayashi
- Department of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Ehime University
| | - Kenzo Tsuzuki
- Department of Otolaryngology-Head and Neck Surgery, Hyogo Medical University
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Harries V, Eagan A, Tuttle RM, Shaha AR, Wong RJ, Shah JP, Patel SG, Brennan C, Ganly I. The Surgical Management of Intracranial Metastasis Secondary to Follicular Cell-Derived Thyroid Carcinoma. J Surg Oncol 2025; 131:316-324. [PMID: 39328128 DOI: 10.1002/jso.27883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Accepted: 08/26/2024] [Indexed: 09/28/2024]
Abstract
BACKGROUND Intracranial metastases (ICM) from follicular cell-derived thyroid carcinoma (FCDTC) are rare and are associated with a poor prognosis. The objective of this study is to report our experience in the surgical management of patients with ICM secondary to FCDTC. METHODS Patients with FCDTC who underwent surgical resection of an ICM were identified at our institution from 1998 to 2018. RESULTS Thirty-two patients were included in this study. Nineteen patients (59%) had involvement of the brain parenchyma only, 8 (25%) had a dural-based metastasis, 3 (9%) had a calvarial metastasis with dural extension, and 2 (6%) had a skull base metastasis with dural extension. In patients who had an R0-1 resection, the estimated lesional control at the site of resection was 91% at 3 years. However, overall ICM control was 37% at 3 years due to the progression of other ICM lesions. The 1-year disease-specific survival (DSS) was 87% and 5-year DSS was 37%. CONCLUSIONS ICM management in FCDTC is based on the size, number, and location of metastatic lesions. Complete resection of ICM may provide lesional control at the site of resection, however, DSS is poor due to the presence of other ICMs and metastases at multiple distant sites.
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Affiliation(s)
- Victoria Harries
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Alana Eagan
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - R Michael Tuttle
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ashok R Shaha
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Richard J Wong
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jatin P Shah
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Snehal G Patel
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Cameron Brennan
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ian Ganly
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
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Miciak M, Jurkiewicz K, Dziekiewicz A, Biernat S, Kisiel M, Wojtczak B, Diakowska D, Kaliszewski K. Influence of Tumor Laterality and Focality on Clinical Implications and Tumor Advancement in Well-Differentiated Thyroid Cancer. Cancers (Basel) 2024; 16:4109. [PMID: 39682294 DOI: 10.3390/cancers16234109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2024] [Revised: 12/01/2024] [Accepted: 12/05/2024] [Indexed: 12/18/2024] Open
Abstract
BACKGROUND The accurate preoperative diagnosis of TC plays a very important role in the selection of an appropriate treatment strategy. In addition to the hypoechogenicity of thyroid lesions on ultrasound and the presence of microcalcifications or high cell atypia on FNAB, highlighting the features of laterality and focality and ascertaining their influence (alone or combined) on TC staging and appropriate treatment are crucial. MATERIALS AND METHODS A retrospective analysis of the clinical data of 697 patients admitted to the study center between 2008 and 2023 was conducted. Preoperative data (age, sex, type of surgery, ultrasound, and FNAB data) and postoperative histopathological data indicating TC advancement (pTNM, extrathyroidal extension, vascular invasion) were collected and analyzed. Patients presenting well-differentiated TCs (papillary TC and follicular TC) were isolated for better clinical evaluation. Finally, patients were divided into four groups according to their laterality and focality features, and the influences of combinations of these features on TC advancement were analyzed. RESULTS The largest group included patients with unilateral and solitary TC (n = 461). This group had the lowest rate of negative prognostic features: extrathyroidal extension, lymph node invasion, distant metastases, and vascular invasion (25.81%, 19.96%, 3.69%, and 26.46%, respectively). In contrast, the group with bilateral and multifocal TC (n = 40) presented the highest percentages of the mentioned features (82.50%, 82.50%, 7.50%, and 77.50%, respectively). All the results were statistically significant (p < 0.0001). CONCLUSIONS Laterality and focality features may be important parameters in the management of TC and should be accurately determined. These features should be combined and a more aggressive treatment method should be selected to reduce the reoperation rate.
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Affiliation(s)
- Michał Miciak
- Department of General Surgery, University Centre of General and Oncological Surgery, Wroclaw Medical University, 50-556 Wrocław, Poland
| | - Krzysztof Jurkiewicz
- Department of General Surgery, University Centre of General and Oncological Surgery, Wroclaw Medical University, 50-556 Wrocław, Poland
| | - Anna Dziekiewicz
- Department of General Surgery, University Centre of General and Oncological Surgery, Wroclaw Medical University, 50-556 Wrocław, Poland
| | - Szymon Biernat
- Department of General Surgery, University Centre of General and Oncological Surgery, Wroclaw Medical University, 50-556 Wrocław, Poland
| | - Michał Kisiel
- Department of General Surgery, University Centre of General and Oncological Surgery, Wroclaw Medical University, 50-556 Wrocław, Poland
| | - Beata Wojtczak
- Department of Endocrine Surgery, University Centre of General and Oncological Surgery, Wroclaw Medical University, 50-556 Wrocław, Poland
| | - Dorota Diakowska
- Division of Medical Biology, Faculty of Nursing and Midwifery, Wroclaw Medical University, 50-368 Wrocław, Poland
| | - Krzysztof Kaliszewski
- Department of General Surgery, University Centre of General and Oncological Surgery, Wroclaw Medical University, 50-556 Wrocław, Poland
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Yuan L, Zhou P, Liu W, Jiang L, Xia M, Zhao Y. Midkine promotes thyroid cancer cell migration and invasion by activating the phosphatidylinositol 3 kinase/protein kinase B/mammalian target of rapamycin pathway. Cytojournal 2024; 21:41. [PMID: 39737135 PMCID: PMC11683398 DOI: 10.25259/cytojournal_47_2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 09/25/2024] [Indexed: 01/01/2025] Open
Abstract
Objective Thyroid cancer (TC) therapy, which is routinely used at present, can improve patients' survival rates. However, lymph node metastasis results in a higher degree of TC malignancy in patients who experience recurrence and/or death. The elucidation of new mechanisms of TC metastasis can help identify new therapeutic targets. Midkine (MDK) is expressed aberrantly in various cancers. However, the regulatory mechanisms of MDK in TC remain largely unknown. Hence, this study mainly explores the effect and molecular function of MDK in TC. Material and Methods MDK gene expression and protein levels were analyzed using the Gene Expression Profiling Interactive Analysis and the Human Protein Atlas online databases. MDK messenger RNA (mRNA) in TC was analyzed by quantitative real-time polymerase chain reaction. MDK, phosphatidylinositol 3 kinase (PI3K), phosphorylated AKT (p-AKT), and phosphorylated mammalian target of rapamycin (p-mTOR) protein in TC were analyzed by Western blotting. Transwell and wound healing assays were performed to evaluate TC cell metastasis. Results MDK mRNA was significantly highly expressed in most patients with TC (P < 0.05). Moreover, MDK gene expression levels correlated with different TC stages. MDK protein was negative in normal tissues and positive in TC tissues. MDK mRNA and protein were significantly highly expressed in TC cells (P < 0.01). Compared with metastasis in the control group, that in the MDK group is significantly suppressed by MDK knockdown (P < 0.001). MDK knockdown also significantly inhibited PI3K, p-AKT, and p-mTOR protein expression in TPC-1 and K1 cells (P < 0.001). The activation of PAmT-P significantly enhanced the PI3K, p-AKT, and p-mTOR protein expression in TPC-1 and K1 cells (P < 0.001) and promoted metastasis (P < 0.001), thereby disrupting the inhibitory effect of the MDK knockdown. Conclusion Our findings confirmed that MDK promotes TC migration and invasion by activating PAmT-P. MDK is a novel molecular target for the treatment of patients with metastatic TC.
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Affiliation(s)
- Li Yuan
- Department of Nuclear Medicine, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Ping Zhou
- Department of Ultrasound, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Wengang Liu
- Department of Ultrasound, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Liqing Jiang
- Department of Ultrasound, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Mengwen Xia
- Department of Ultrasound, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Yongfeng Zhao
- Department of Ultrasound, The Third Xiangya Hospital of Central South University, Changsha, China
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Hou F, Zhu Y, Zhao H, Cai H, Wang Y, Peng X, Lu L, He R, Hou Y, Li Z, Chen T. Development and validation of an interpretable machine learning model for predicting the risk of distant metastasis in papillary thyroid cancer: a multicenter study. EClinicalMedicine 2024; 77:102913. [PMID: 39552714 PMCID: PMC11567106 DOI: 10.1016/j.eclinm.2024.102913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 10/15/2024] [Accepted: 10/16/2024] [Indexed: 11/19/2024] Open
Abstract
Background The survival rate of patients with distant metastasis (DM) of papillary thyroid carcinoma (PTC) is significantly reduced. It is of great significance to find an effective method for early prediction of the risk of DM for formulating individualized diagnosis and treatment plans and improving prognosis. Previous studies have significant limitations, and it is still necessary to develop new models for predicting the risk of DM of PTC. We aimed to develop and validate interpretable machine learning (ML) models for early prediction of DM in patients with PTC using a multicenter cohort. Methods We collected data on patients with PTC who were admitted between June 2013 and May 2023. Data from 1430 patients at Yunnan Cancer Hospital (YCH) served as the training and internal validation set, while data from 434 patients at the First Affiliated Hospital of Kunming Medical University (KMU 1st AH) was used as the external test set. Nine ML methods such as random forest (RF) were used to construct the model. Model prediction performance was compared using evaluation indicators such as the area under the receiver operating characteristic curve (AUC). The SHapley Additive exPlanation (SHAP) method was used to rank the feature importance and explain the final model. Findings Among the nine ML models, the RF model performed the best. The RF model accurately predicted the risk of DM in patients with PTC in both the internal validation of the training set [AUC: 0.913, 95% confidence interval (CI) (0.9075-0.9185)] and the external test set [AUC: 0.8996, 95% CI (0.8483-0.9509)]. The calibration curve showed high agreement between the predicted and observed risks. In the sensitivity analysis focusing on DM sites of PTC, the RF model exhibited outstanding performance in predicting "lung-only metastasis" showing high AUC, specificity, sensitivity, F1 score, and a low Brier score. SHAP analysis identified variables that contributed to the model predictions. An online calculator based on the RF model was developed and made available for clinicians at https://predictingdistantmetastasis.shinyapps.io/shiny1/. 11 variables were included in the final RF model: age of the patient with PTC, whether the tumor size is > 2 cm, whether the tumor size is ≤ 1 cm, lymphocyte (LYM) count, monocyte (MONO) count, monocyte/lymphocyte ratio (MLR), thyroglobulin (TG) level, thyroid peroxidase antibody (TPOAb) level, whether the T stage is T1/2, whether the T stage is T3/4, and whether the N stage is N0. Interpretation On the basis of large-sample and multicenter data, we developed and validated an explainable ML model for predicting the risk of DM in patients with PTC. The model helps clinicians to identify high-risk patients early and provides a basis for individualized patient treatment plans. Funding This work was supported by the National Natural Science Foundation of China (No. 81960426, 82360345 and 82001986), the Outstanding Youth Science Foundation of Yunnan Basic Research Project (No. 202401AY070001-316), Yunnan Province Applied and Basic Research Foundation (No. 202401AT070008), and Ten Thousand Talent Plans for Young Top-notch Talents of Yunnan Province.
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Affiliation(s)
- Fei Hou
- Department of Nuclear Medicine, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital Yunnan, Kunming, China
| | - Yun Zhu
- Department of Radiology, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Hongbo Zhao
- Laboratory Zoology Department, Kunming Medical University, Kunming, China
| | - Haolin Cai
- Department of Nuclear Medicine, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital Yunnan, Kunming, China
| | - Yinghui Wang
- Department of Nuclear Medicine, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital Yunnan, Kunming, China
| | - Xiaoqi Peng
- Department of Nuclear Medicine, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital Yunnan, Kunming, China
| | - Lin Lu
- Academy of Biomedical Engineering, Kunming Medical University, Kunming, China
| | - Rongli He
- Department of Nuclear Medicine, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital Yunnan, Kunming, China
| | - Yan Hou
- Internal Medicine Department, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Zhenhui Li
- Department of Radiology, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital Yunnan, Kunming, China
| | - Ting Chen
- Department of Nuclear Medicine, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Peking University Cancer Hospital Yunnan, Kunming, China
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Badheeb AM, Alkarak S, Alhajlan MA, Alwadai R, Al-Qannass AM, Almakrami AH, Aman AA, Hussein HA, Nagi NM, Fagihi MA, Seada IA, Harwn A, Alqahtani SM, Mokhtar I, Abu Bakar A, Ahmed F, Badheeb M. Clinical Characteristics and Treatment Outcomes of Thyroid Cancer at a Tertiary Care Hospital in Najran Region, Saudi Arabia: A Single-Centre Retrospective Study. Cureus 2024; 16:e72380. [PMID: 39583415 PMCID: PMC11586066 DOI: 10.7759/cureus.72380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/25/2024] [Indexed: 11/26/2024] Open
Abstract
Background The global incidence of thyroid cancer has increased significantly over the past decades. This study aims to review the clinical characteristics and treatment outcomes of thyroid cancer at the Tertiary Care Hospital in the Najran region of Saudi Arabia. Material and methods We conducted a retrospective study of 279 patients diagnosed with thyroid cancer at our hospital from March 2014 to December 2021. Clinicopathologic parameters were obtained from the patient's medical records and examined using univariate and multivariate Cox regression to identify independent predictive markers. Result The mean age was 42.8 ±14.5 years, and most cases were female (n= 203, 72.8%). Most cases (n=170, 60.9%) underwent total thyroidectomy. Additionally, lymph node dissection was performed in 28 (10.0%) cases. Localized disease, distant, and regional metastasis were observed in 214 (76.7%), 34 (12.2%), and 31 (11.1%), respectively. The neck lymph nodes and lungs were the most common metastasis regions in 19 (6.8%) and 11 (3.9%) cases, respectively. Papillary thyroid cancer and follicular thyroid cancers accounted for the majority of cases in 236 (84.6%) and 33 (11.8%), respectively. Adjuvant therapy, including radioactive iodine ablation, was reported in 51 (18.3%) and external beam radiotherapy in four (1.4%). Independent prognostic factors of overall mortality of thyroid carcinoma were older age (Hazard ratio (HR):1.05, 95% confidence interval (CI): 1.01-1.09, p=0.008), Diabetic mellitus (HR: 4.30, 95% CI: 1.11-16.62, p=0.035), pathologic subtype of follicular carcinoma (HR: 4.48, 95% CI: 1.07-18.73, p=0.040) or non-papillary thyroid carcinoma subtypes (HR: 12.56, 95% CI: 2.44-64.74, p=0.002), metastasis presentation (HR: 11.70, 95% CI: 3.30-41.46, p<0.001), pulmonary metastasis (HR: 27.92, 95% CI: 6.96-111.98, p<0.001), bone and liver metastasis (HR: 15.20, 95% CI: 1.70-135.98, p=0.015), tumor size >4 cm (HR:121.21, 95% CI: 15.33-958.34, p<0.001), and extrathyroidal extension (HR: 6.15, 95% CI: 1.59-23.77, p=0.009). Conclusion This study demonstrates that advanced age, the presence of diabetes, non-papillary thyroid carcinoma subtypes, metastatic disease, tumor size greater than 4 cm, and extrathyroidal extension are independently associated with a poorer prognosis in patients with thyroid carcinoma. To offer the finest modern care, a multidisciplinary approach should be employed when developing a tailored treatment strategy, considering relevant recommendations and stratification systems.
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Affiliation(s)
- Ahmed M Badheeb
- Oncology, King Khalid Hospital, Oncology Center, Najran, SAU
- Medicine, Hadhramaut University, Mukalla, YEM
| | | | | | - Rakan Alwadai
- General Surgery, King Khalid Hospital, Najran, SAU
- General Surgery, King Khalid Hospital, Najran, SAU
| | - Ali M Al-Qannass
- Otolaryngology - Head and Neck Surgery, Armed Forces Hospital Southern Region, Khamis Mushait, SAU
| | | | - Abdelaziz A Aman
- Internal Medicine/Endocrine and Diabetes, King Khalid Hospital, Najran, SAU
| | - Hossam A Hussein
- Otolaryngology - Head and Neck Surgery, Menoufiya University, Shebien Elkoom, EGY
- Otorhinolaryngology, King Khalid Hospital, Najran, SAU
| | | | | | - Islam A Seada
- Cardiothoracic Surgery, King Khalid Hospital, Najran, SAU
| | - Ahmed Harwn
- Nuclear Medicine/Radiology, King Khalid Hospital, Najran, SAU
| | | | | | | | | | - Mohamed Badheeb
- Internal Medicine, Yale New Haven Health, Bridgeport Hospital, Bridgeport, USA
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Huang H, Ni S, Liu W, Wang X, Liu S. The U-Shaped association between age and distant metastasis in patients with papillary thyroid carcinoma. Endocrine 2024; 85:258-266. [PMID: 38195968 DOI: 10.1007/s12020-023-03676-1] [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: 09/07/2023] [Accepted: 12/26/2023] [Indexed: 01/11/2024]
Abstract
PURPOSE To investigate the association between age distribution and synchronous distant metastasis of papillary thyroid carcinoma. METHOD Patients with PTC who were treated from January 2013 to December 2018 at a single institute in a cancer referral center in China were retrospectively reviewed. A logistic regression model with restricted cubic splines (RCS) was used to examine the association between age at diagnosis and synchronous distant metastasis. RESULTS A total of 111 patients (0.7%) were diagnosed with distant metastasis. The logistic regression model with RCS revealed a "U-shape" association between age and distant metastasis. The RCS curve suggested a U-shaped pattern. The multivariable regression analysis showed that patients in the age groups ≤21 years (OR 2.33, 95% CI 1.09-4.68, P = 0.022) and >55 years (OR 3.32, 95% CI 1.99-5.46, P < 0.001) had a significantly higher incidence of distant metastasis than patients in the age group of 22 to 55 years. CONCLUSIONS A U-shaped association was observed between age at diagnosis and synchronous distant metastasis in papillary thyroid carcinoma patients.
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Affiliation(s)
- Hui Huang
- Department of Head and Neck Surgical Oncology, National Cancer Centre/National Clinical Research Centre for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, China
| | - Song Ni
- Department of Head and Neck Surgical Oncology, National Cancer Centre/National Clinical Research Centre for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, China
| | - Wensheng Liu
- Department of Head and Neck Surgical Oncology, National Cancer Centre/National Clinical Research Centre for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, China
| | - Xiaolei Wang
- Department of Head and Neck Surgical Oncology, National Cancer Centre/National Clinical Research Centre for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, China
| | - Shaoyan Liu
- Department of Head and Neck Surgical Oncology, National Cancer Centre/National Clinical Research Centre for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, China.
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Chen R, Gao W, Liang L, Yu H, Song W. Stem cell index-based RiskScore model for predicting prognosis in thyroid cancer and experimental verification. Heliyon 2024; 10:e31970. [PMID: 38868069 PMCID: PMC11167363 DOI: 10.1016/j.heliyon.2024.e31970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Revised: 05/22/2024] [Accepted: 05/24/2024] [Indexed: 06/14/2024] Open
Abstract
Objective An mRNA expression-based stemness index (mRNAsi) has been developed to characterize cancer stemness. However, the predictive value of mRNAsi-based signature in therapeutic resistance and immunotherapy in thyroid cancer (THCA) remains unclarified. This study evaluated and validated the role of mRNAsi in drug sensitivity, its relationship between mRNAsi and THCA clinical features and immunity based on bioinformatics. Methods Based on transcriptome data of THCA patients from the Tumor Genome Atlas Project (TCGA) database, and expression data of multifunctional stem cell samples from the Progenitor Cell Biology Consortium (PCBC) databases, mRNAsi was calculated by the " one class logistic regression (OCLR)" method, Molecular subtypes of TCGA-THCA samples were identified with mRNAsi-related genes using ConsensusClusterPlus method. The gene mutation, clinical characteristics, immune characteristics, TIDE and drug sensitivity were compared among molecular subtypes. A prognostic model was designed with Lasso cox method. Modulation of malignant phenotype of THCA cell lines by model characterization genes is validated by CCK-8, flow cytometry. DNA methylation disorder in promoter region was analyzed between risk groups. The model was validated for survival in the internal Test dataset, while TCGA pan-cancer and immunotherapy datasets were further employed to validate the performance of this model. Results We obtained a total of 78 stem cell samples, each containing the expression profile of 8087 mRNA genes. Based on mRNAsi, THCA was divided into 3 subtypes. Subtype C2 had the poorest prognosis and highest immune score, while subtype C3 had the best prognosis, lowest mRANsi and highest TIDE score. Patients in subtype C2 showed higher sensitivity to Cisplatin, Erlotinib, Paclitaxel, and Lapatinib. The prognostic signature was generated using 5 mRNAsi-related genes, which could predict prognosis for THCA. qRT-PCR results showed that the expression of 5 genes were various in Hth7 and KTC-1 cells, and inhibition CELSR3 expression increased percentage of apoptosis in Hth7 and KTC-1 cells. mRNAsi related DNA methylation sites were mainly enriched in tumor related pathways. Good performance of this model was validated in Test dataset, pan-cancer and immunotherapy datasets. Conclusion This study identified three subtypes for classification and developed a prognostic model with mRNAsi-related genes, which provided great potential for prognosis and immunotherapy prediction.
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Affiliation(s)
- Ruoran Chen
- Department of Endocrinology, General Hospital of Northern Theater Command, Shenyang, 110016, China
| | - Wei Gao
- Department of Endocrinology, General Hospital of Northern Theater Command, Shenyang, 110016, China
| | - Linlang Liang
- Department of Endocrinology, General Hospital of Northern Theater Command, Shenyang, 110016, China
| | - Hao Yu
- Department of Endocrinology, General Hospital of Northern Theater Command, Shenyang, 110016, China
| | - Wei Song
- Department of Endocrinology, General Hospital of Northern Theater Command, Shenyang, 110016, China
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Verma P, Malhotra G, Rao RD, Sonavane S, Agrawal R. Rare Presentations of Differentiated Thyroid Cancer Exposing Dr Jekyll and Mr Hyde Nature of an Otherwise Indolent Disease: Case Series. Clin Nucl Med 2024; 49:e193-e196. [PMID: 38409755 DOI: 10.1097/rlu.0000000000005138] [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: 02/28/2024]
Abstract
ABSTRACT Differentiated thyroid carcinoma (DTC) usually manifests as an indolent cancer with good prognosis. However, rarely uncommon sites of metastatic involvement can worsen the prognosis and require aggressive therapeutic approach. Here in, we describe 5 patients (3 women and 2 men) harboring rare sites of metastatic involvement from DTC including the adrenals, colon, kidneys, urinary bladder, brachial plexus, and superior vena cava with contiguous right atrial involvement. The awareness of such rare sites of involvement from DTC is imperative for treating clinicians to plan individualistic approach in management including multiprong therapies for better patient care.
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Affiliation(s)
| | | | | | | | - Ritesh Agrawal
- Department of Endocrine Surgery, Bombay Hospital and Medical Research Centre, Mumbai, India
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DeSouza NR, Jarboe T, Carnazza M, Quaranto D, Islam HK, Tiwari RK, Geliebter J. Long Non-Coding RNAs as Determinants of Thyroid Cancer Phenotypes: Investigating Differential Gene Expression Patterns and Novel Biomarker Discovery. BIOLOGY 2024; 13:304. [PMID: 38785786 PMCID: PMC11118935 DOI: 10.3390/biology13050304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 04/18/2024] [Accepted: 04/22/2024] [Indexed: 05/25/2024]
Abstract
Thyroid Cancer (TC) is the most common endocrine malignancy, with increasing incidence globally. Papillary thyroid cancer (PTC), a differentiated form of TC, accounts for approximately 90% of TC and occurs predominantly in women of childbearing age. Although responsive to current treatments, recurrence of PTC by middle age is common and is much more refractive to treatment. Undifferentiated TC, particularly anaplastic thyroid cancer (ATC), is the most aggressive TC subtype, characterized by it being resistant and unresponsive to all therapeutic and surgical interventions. Further, ATC is one of the most aggressive and lethal malignancies across all cancer types. Despite the differences in therapeutic needs in differentiated vs. undifferentiated TC subtypes, there is a critical unmet need for the identification of molecular biomarkers that can aid in early diagnosis, prognosis, and actionable therapeutic targets for intervention. Advances in the field of cancer genomics have enabled for the elucidation of differential gene expression patterns between tumors and healthy tissue. A novel category of molecules, known as non-coding RNAs, can themselves be differentially expressed, and extensively contribute to the up- and downregulation of protein coding genes, serving as master orchestrators of regulated and dysregulated gene expression patterns. These non-coding RNAs have been identified for their roles in driving carcinogenic patterns at various stages of tumor development and have become attractive targets for study. The identification of specific genes that are differentially expressed can give insight into mechanisms that drive carcinogenic patterns, filling the gaps of deciphering molecular and cellular processes that modulate TC subtypes, outside of well-known driver mutations.
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Affiliation(s)
- Nicole R. DeSouza
- Department of Pathology, Microbiology and Immunology, New York Medical College, Valhalla, NY 10595, USA; (N.R.D.); (T.J.); (H.K.I.); (R.K.T.)
| | - Tara Jarboe
- Department of Pathology, Microbiology and Immunology, New York Medical College, Valhalla, NY 10595, USA; (N.R.D.); (T.J.); (H.K.I.); (R.K.T.)
| | - Michelle Carnazza
- Department of Pathology, Microbiology and Immunology, New York Medical College, Valhalla, NY 10595, USA; (N.R.D.); (T.J.); (H.K.I.); (R.K.T.)
| | - Danielle Quaranto
- Department of Pathology, Microbiology and Immunology, New York Medical College, Valhalla, NY 10595, USA; (N.R.D.); (T.J.); (H.K.I.); (R.K.T.)
| | - Humayun K. Islam
- Department of Pathology, Microbiology and Immunology, New York Medical College, Valhalla, NY 10595, USA; (N.R.D.); (T.J.); (H.K.I.); (R.K.T.)
| | - Raj K. Tiwari
- Department of Pathology, Microbiology and Immunology, New York Medical College, Valhalla, NY 10595, USA; (N.R.D.); (T.J.); (H.K.I.); (R.K.T.)
- Department of Otolaryngology, New York Medical College, Valhalla, NY 10595, USA
| | - Jan Geliebter
- Department of Pathology, Microbiology and Immunology, New York Medical College, Valhalla, NY 10595, USA; (N.R.D.); (T.J.); (H.K.I.); (R.K.T.)
- Department of Otolaryngology, New York Medical College, Valhalla, NY 10595, USA
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Luo L, Xia J, Zhang R, Yao X. EFFICACY AND PROGNOSIS IN PATIENTS WITH PAPILLARY THYROID CANCER WITH POSTOPERATIVE PREABLATIVE STIMULATED THYROGLOBULIN ABOVE 10 NG/ML AFTER INITIAL THERAPY WITH RADIOIODINE. ACTA ENDOCRINOLOGICA (BUCHAREST, ROMANIA : 2005) 2024; 20:186-192. [PMID: 39845749 PMCID: PMC11750234 DOI: 10.4183/aeb.2024.186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2025]
Abstract
Objective Few prognostic analyses have been conducted for papillary thyroid cancer (PTC) patients with preablative stimulated Tg >10 ng/mL. We investigated the therapeutic responses and prognosis of these patients after the initial radioiodine (RAI) therapy. Methods We retrospectively assessed 256 patients with PTC who underwent RAI remnant ablation after total thyroidectomy, and all presTg levels were >10 ng/mL. We assessed therapeutic responses and influencing factors 6-12 months after the initial RAI therapy. The Kaplan-Meier method was used to analyze progression-free survival (PFS). Results After initial RAI therapy, excellent (ER), indeterminate (IDR), biochemically incomplete (BIR), and structurally incomplete (SIR) responses were identified in 5.1% (13/256), 22.6% (58/256), 46.9% (120/256), and 25.4% (65/256) of the patients, respectively. Among them, incomplete response (IR [BIR+SIR]), accounting for 72.3% of the responses. Univariate and multivariate analyses showed that presTg (OR=1.047, 95% CI 1.027-1.066, p=0.000), sex (OR=3.356, 95% CI 1.613-6.986, p=0.001), and tumor size (OR=1.431, 95% CI 1.050-1.951, p=0.023) were independent risk factors for IR. ROC analysis identified presTg levels and tumor size cutoffs of 24.4 mg/mL and 2.3 cm, respectively, for predicting IR. The PFS was significantly shorter in the SIR group than in the ER, IDR, and BIR groups (p=0.020). At the last follow-up, the number of patients with SIR decreased significantly (65 to 44 cases). Conclusions PresTg level, tumor size, and male sex were predictive of IR, and patients with initial SIR showed the poorest prognosis. Individualized interventions can improve the prognosis of patients with an initial SIR.
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Affiliation(s)
- L. Luo
- The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China - Department of Nuclear Medicine, Hefei, Anhui, China
| | - J. Xia
- The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China - Department of Nuclear Medicine, Hefei, Anhui, China
| | - R. Zhang
- The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China - Department of Nuclear Medicine, Hefei, Anhui, China
| | - X. Yao
- The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China - Department of Nuclear Medicine, Hefei, Anhui, China
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Wu L, Xiao J, Yi D, Ding H, Wang R, Duan Z, Liu Z, Shi X, Shen M, Sang J. Cytosolic Cadherin 4 promotes angiogenesis and metastasis in papillary thyroid cancer by suppressing the ubiquitination/degradation of β-catenin. J Transl Med 2024; 22:201. [PMID: 38402159 PMCID: PMC10894493 DOI: 10.1186/s12967-024-05012-1] [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: 12/24/2023] [Accepted: 02/21/2024] [Indexed: 02/26/2024] Open
Abstract
BACKGROUND Although the long-term prognosis of papillary thyroid cancer (PTC) is favorable, distant metastasis significantly compromises the prognosis and quality of life for patients with PTC. The Cadherin family plays a pivotal role in tumor metastasis; however, the involvement of Cadherin 4 (CDH4) in the metastatic cascade remains elusive. METHODS The expression and subcellular localization of CDH4 were determined through immunohistochemistry, immunofluorescence, and western blot analyses. The impact of CDH4 on cell migration, invasion, angiogenesis, and metastasis was assessed using transwell assays, tube formation assays, and animal experiments. Immunoprecipitation assay and mass spectrometry were employed to examine protein associations. The influence of CDH4 on the subcellular expression of β-catenin and active β-catenin was investigated via western blotting and immunofluorescence. Protein stability and ubiquitination assay were employed to verify the impact of CDH4 on β-catenin degradation. Rescue experiments were performed to ensure the significance of CDH4 in regulating nuclear β-catenin signaling. RESULTS CDH4 was found to be significantly overexpressed in PTC tissues and predominantly localized in the cytoplasm. Furthermore, the overexpression of CDH4 in tumor tissues is associated with lymph node metastasis in PTC patients. Cytosolic CDH4 promoted the migration, invasion, and lung metastasis of PTC cells and stimulated the angiogenesis and tumorigenesis of PTC; however, this effect could be reversed by Tegavivint, an antagonist of β-catenin. Mechanistically, cytosolic CDH4 disrupted the interaction between β-catenin and β-TrCP1, consequently impeding the ubiquitination process of β-catenin and activating the nuclear β-catenin signaling. CONCLUSIONS CDH4 induces PTC angiogenesis and metastasis via the inhibition of β-TrCP1-dependent ubiquitination of β-Catenin.
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Affiliation(s)
- Luyao Wu
- Division of Thyroid Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Medical School, Nanjing University, 321 Zhongshan Road, Nanjing, 210008, Jiangsu, China
| | - Jian Xiao
- Department of General Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Dandan Yi
- Division of Thyroid Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Medical School, Nanjing University, 321 Zhongshan Road, Nanjing, 210008, Jiangsu, China
| | - Haoran Ding
- Division of Thyroid Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Medical School, Nanjing University, 321 Zhongshan Road, Nanjing, 210008, Jiangsu, China
| | - Ru Wang
- Division of Thyroid Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Medical School, Nanjing University, 321 Zhongshan Road, Nanjing, 210008, Jiangsu, China
| | - Zehua Duan
- Division of Thyroid Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Medical School, Nanjing University, 321 Zhongshan Road, Nanjing, 210008, Jiangsu, China
| | - Zhijian Liu
- Division of Thyroid Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Medical School, Nanjing University, 321 Zhongshan Road, Nanjing, 210008, Jiangsu, China
| | - Xianbiao Shi
- Division of Thyroid Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Medical School, Nanjing University, 321 Zhongshan Road, Nanjing, 210008, Jiangsu, China
| | - Meiping Shen
- Department of General Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Jianfeng Sang
- Division of Thyroid Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Medical School, Nanjing University, 321 Zhongshan Road, Nanjing, 210008, Jiangsu, China.
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Abdulhaleem M, Bandargal S, Pusztaszeri MP, Rajab M, Greenspoon H, Krasner JR, Da Silva SD, Forest VI, Payne RJ. The Impact of BRAF V600E Mutation Allele Frequency on the Histopathological Characteristics of Thyroid Cancer. Cancers (Basel) 2023; 16:113. [PMID: 38201541 PMCID: PMC10777954 DOI: 10.3390/cancers16010113] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Revised: 12/19/2023] [Accepted: 12/21/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND A BRAF V600E mutation in papillary thyroid cancer (PTC) has been shown to be associated with aggressive behavior. Nevertheless, not all BRAF V600E PTCs behave aggressively. Allele frequency (AF) is the number of mutated molecules divided by the total number of wild-type molecules at a specific location in the genome. The relationship between BRAF V600E AF and the histopathological features of thyroid malignancies is not well understood. We hypothesized that the BRAF V600E AF will correlate directly with aggressive histopathological behavior. The aim of this study was to examine this relationship. METHODS A retrospective chart review was performed for patients treated for BRAF V600E thyroid malignancies from 2019 to 2022 at McGill University tertiary care hospitals (n = 317). Patients with BRAF V600E-positive malignancies that included information on AF were included (n = 44). The correlation between AF and tumor histopathological features was analyzed. RESULTS Out of the 44 nodules with a BRAF V600E mutation, those with aggressive features of PTC had a mean AF of 25.8%, which was significantly higher than the non-aggressive group with a mean AF of 10.25% (p = 0.020). Additionally, there was a statistically significant difference in mean AF between patients with a positive sentinel LN (29%) and those with a negative sentinel LN (17.8%) (p = 0.021). Classical PTC was present in 29.5% (13/44) of nodules, with a mean AF of 15.6%. The tall cell subtype was found in 64% (28/44) of nodules, with a mean AF of 23%. Solid and hobnail subtypes were less common in this study, and there was no statistically significant relationship between AF and histopathological subtypes (p = 0.107). Nodules smaller than 1cm had a mean AF of 13.3%, while nodules ranging from 1 2cm had a mean AF of 20.6%, and those larger than 2cm had a mean AF of 27.7%. However, no statistical difference was observed between AF and nodule size (p = 0.160). CONCLUSION In this study, BRAF V600E mutations in conjunction with AF help to determine whether thyroid malignancies will display aggressive behavior. This pre-operative finding can help thyroid specialists to determine the extent of thyroidectomy and whether lymph node dissection is required.
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Affiliation(s)
- Mawaddah Abdulhaleem
- Department of Otolaryngology–Head and Neck Surgery, McGill University, Royal Victoria Hospital, Montreal, QC H4A 3J1, Canada
- Department of Otolaryngology–Head and Neck Surgery, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada
| | - Saruchi Bandargal
- Faculty of Medicine, McGill University, Montreal, QC H3G 2M1, Canada
| | | | - Mohannad Rajab
- Department of Otolaryngology—Head and Neck Surgery, King Faisal Specialist Hospital & Research Center, Al Madinah Al Munawwarah 42523, Saudi Arabia
| | - Hannah Greenspoon
- Faculty of Arts and Science, Queen’s University, Kingston, ON K7L 3N6, Canada
| | | | - Sabrina Daniela Da Silva
- Department of Otolaryngology–Head and Neck Surgery, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada
| | - Véronique-Isabelle Forest
- Department of Otolaryngology–Head and Neck Surgery, McGill University, Royal Victoria Hospital, Montreal, QC H4A 3J1, Canada
- Department of Otolaryngology–Head and Neck Surgery, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada
| | - Richard J. Payne
- Department of Otolaryngology–Head and Neck Surgery, McGill University, Royal Victoria Hospital, Montreal, QC H4A 3J1, Canada
- Department of Otolaryngology–Head and Neck Surgery, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada
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Liu L, Jia C, Li G, Shi Q, Du L, Wu R. Nomogram incorporating preoperative clinical and ultrasound indicators to predict aggressiveness of solitary papillary thyroid carcinoma. Front Oncol 2023; 13:1009958. [PMID: 36798828 PMCID: PMC9927212 DOI: 10.3389/fonc.2023.1009958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 01/16/2023] [Indexed: 02/04/2023] Open
Abstract
Objective To construct a nomogram based on preoperative clinical and ultrasound indicators to predict aggressiveness of solitary papillary thyroid carcinoma (PTC). Methods Preoperative clinical and ultrasound data from 709 patients diagnosed with solitary PTC between January 2017 and December 2020 were analyzed retrospectively. Univariate and multivariate logistic regression analyses were performed to identify the factors associated with PTC aggressiveness, and these factors were used to construct a predictive nomogram. The nomogram's performance was evaluated in the primary and validation cohorts. Results The 709 patients were separated into a primary cohort (n = 424) and a validation cohort (n = 285). Univariate analysis in the primary cohort showed 13 variables to be associated with aggressive PTC. In multivariate logistic regression analysis, the independent predictors of aggressive behavior were age (OR, 2.08; 95% CI, 1.30-3.35), tumor size (OR, 4.0; 95% CI, 2.17-7.37), capsule abutment (OR, 2.53; 95% CI, 1.50-4.26), and suspected cervical lymph nodes metastasis (OR, 2.50; 95% CI, 1.20-5.21). The nomogram incorporating these four predictors showed good discrimination and calibration in both the primary cohort (area under the curve, 0.77; 95% CI, 0.72-0.81; Hosmer-Lemeshow test, P = 0.967 and the validation cohort (area under the curve, 0.72; 95% CI, 0.66-0.78; Hosmer-Lemeshow test, P = 0.251). Conclusion The proposed nomogram shows good ability to predict PTC aggressiveness and could be useful during treatment decision making. Advances in knowledge Our nomogram-based on four indicators-provides comprehensive assessment of aggressive behavior of PTC and could be a useful tool in the clinic.
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Affiliation(s)
- Long Liu
- Department of Ultrasound, Shanghai General Hospital of Nanjing Medical University, Shanghai, China,Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chao Jia
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Gang Li
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qiusheng Shi
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lianfang Du
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rong Wu
- Department of Ultrasound, Shanghai General Hospital of Nanjing Medical University, Shanghai, China,Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China,*Correspondence: Rong Wu,
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15
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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: 1.0] [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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Le M, Odate T, Vuong HG, Mochizuki K, Kondo T. Clinical detection of "extremely low-risk" follicular thyroid carcinoma: A population-based study of 7304 patients. Laryngoscope Investig Otolaryngol 2022; 7:1235-1242. [PMID: 36000060 PMCID: PMC9392379 DOI: 10.1002/lio2.834] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 05/17/2022] [Accepted: 05/27/2022] [Indexed: 12/15/2022] Open
Abstract
Background Previous studies have not been consistent in the risk of metastasis in follicular thyroid carcinoma (FTC). Therefore, we conducted a large population study to stratify the risk of distant metastasis in FTC patients using only clinical parameters. Methods We extracted FTC patients from The Surveillance, Epidemiology, and End Results (SEER) database and divided them into training and validation cohorts. Results The two cohorts consisted of 4913 and 2391 patients, respectively. We developed a nomogram and risk table based on a logistic regression model using algorithm-selected variables. Receiver Operating Characteristic (ROC) analyses showed high discriminatory power in the training and validation cohorts (Area under the curve [AUC] of 0.85 and 0.84, respectively). Extremely low, low, intermediate, and high-risk groups had 0.3%, 1%, 3.5%, and 16.7% risk of distant metastasis, respectively. Conclusions Our risk scoring table can separates patients into four risk groups and efficiently detect patients with almost no risk of metastasis.
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Affiliation(s)
- Minh‐Khang Le
- Department of PathologyUniversity of YamanashiYamanashiJapan
| | - Toru Odate
- Department of PathologyUniversity of YamanashiYamanashiJapan
| | - Huy Gia Vuong
- Department of PathologyOklahoma University Health Sciences CenterOklahoma CityOklahomaUSA
| | - Kunio Mochizuki
- Department of PathologyUniversity of YamanashiYamanashiJapan
| | - Tetsuo Kondo
- Department of PathologyUniversity of YamanashiYamanashiJapan
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Wang W, Ding Y, Jiang W, Li X. Can Cervical Lymph Node Metastasis Increase the Risk of Distant Metastasis in Papillary Thyroid Carcinoma? Front Endocrinol (Lausanne) 2022; 13:917794. [PMID: 35813656 PMCID: PMC9263207 DOI: 10.3389/fendo.2022.917794] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 05/20/2022] [Indexed: 12/25/2022] Open
Abstract
Background Distant metastasis (DM) is a rare event and has a negative effect on the prognosis for papillary thyroid carcinoma (PTC). The relationship between cervical lymph node metastasis and DM is complicated and unclear. This study aimed to evaluate the impact of N stage subclassification on different distant metastasis sites based on age stratification, especially for patients with papillary thyroid microcarcinoma. Methods A total of 28,712 patient with PTC cases between 2010 and 2018 were extracted from the Surveillance, Epidemiology, and End Results database. Multivariable logistic regression analysis was utilized to adjust for confounding variables. Risk stratification, including positive lymph node number and lymph node ratio, was established by receiver operating characteristic curves to help predict DM. Results Lung was the most common metastatic site regardless of N0, N1a disease, or N1b disease. As the N stage increased, the higher the rate of DM identified. After age stratification, only N1b disease significantly increased the risk of lung metastasis (LM; odds ratio, OR = 20.45, P < 0.001) rather than bone metastasis (BM; OR = 3.46, P > 0.05) in younger patients. However, in older patients, N1b disease significantly increased the risk of both LM (OR = 4.10, P < 0.001) and BM (OR = 2.65, P = 0.007). In patients with papillary thyroid microcarcinoma (PTMC), N1a disease did not increase the risk of DM, LM, and BM compared with N0 disease (P > 0.05). Furthermore, combined N stage with risk stratification has well performance in predicting DM (area under the curve, AUC = 0.761). Similar results were shown in PTC patients with LM (AUC = 0.770) and BM (AUC = 0.729). Conclusion Overall, the incidence of DM significantly increased with the progress of N disease after age stratification. N1a disease did not increase the risk of DM in PTMC patients, regardless of LM or BM. Combined N stage with risk stratification may be beneficial for DM prediction.
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Affiliation(s)
- Wenlong Wang
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Ying Ding
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Wei Jiang
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Xinying Li
- Department of General Surgery, 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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Shastri M, Kundu R, Rohilla M, Gupta P, Gupta N, Srinivasan R, Saikia UN, Dey P. Cytopathology of the distant metastasis of papillary carcinoma of thyroid. Diagn Cytopathol 2022; 50:386-393. [PMID: 35445581 DOI: 10.1002/dc.24969] [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: 02/19/2022] [Revised: 03/12/2022] [Accepted: 04/04/2022] [Indexed: 01/09/2023]
Abstract
AIMS To describe the cytomorphological features at distant metastatic sites apart from lymph nodes in papillary thyroid carcinoma (PTC). MATERIALS AND METHODS A total of eight cytology cases from seven patients reported as metastatic papillary carcinoma of thyroid were reviewed including available clinical and radiological details. The details clinical and cytological features were studied. RESULTS There were a total of five males and two female patients. Two of these patients presented with lung nodules, two patients had bony lesion and lesion in kidney respectively and one patient had both bony and soft tissue lesions. Pleural fluid and bronchoalveolar lavage were received from remaining two patients. Cytology smears revealed papillary clusters and sheets of tumor cells, having round to oval nuclei with pale powdery chromatin, inconspicuous nucleoli and scant to moderate amount of cytoplasm. Nuclear features such as longitudinal nuclear grooves, intranuclear cytoplasmic inclusions were seen in all but one case. Nuclear enlargement and overlapping were variably present. CONCLUSIONS The diagnosis of metastatic PTC at uncommon locations is difficult. Since many of these locations are amenable to fine needle aspiration or exfoliative cytology evaluation, clinical awareness, and identification of classic cytomorphologic features can offer quick and accurate diagnoses. In cases with occult or unknown PTC presenting with metastases, cytomorphology may help in the prompt suggestion of detecting primary tumor in the thyroid.
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Affiliation(s)
- Malvika Shastri
- Department of Cytology and Gynecological Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Reetu Kundu
- Department of Cytology and Gynecological Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Manish Rohilla
- Department of Cytology and Gynecological Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Parikshaa Gupta
- Department of Cytology and Gynecological Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Nalini Gupta
- Department of Cytology and Gynecological Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Radhika Srinivasan
- Department of Cytology and Gynecological Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Uma Nahar Saikia
- Department of Histopathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Pranab Dey
- Department of Cytology and Gynecological Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Wahyono A, Dwianingsih EK, Avanti WS, Cahyono R, Mandasari R, Anwar SL. Hemi-mandibulectomy without bony reconstruction: A case report of mandibular metastasis from a silent differentiated papillary thyroid cancer. Ann Med Surg (Lond) 2022; 75:103334. [PMID: 35242314 PMCID: PMC8857451 DOI: 10.1016/j.amsu.2022.103334] [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: 11/24/2021] [Revised: 01/27/2022] [Accepted: 02/01/2022] [Indexed: 11/30/2022] Open
Abstract
Introduction Case presentation Discussion Mandibulectomy without reconstruction can be performed for selected cases. Metastasis to the mandible from differentiated thyroid cancer is rare. Silent thyroid cancer can be manifested as mandible metastasis.
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Affiliation(s)
- Artanto Wahyono
- Division of Surgical Oncology - Department of Surgery, Dr Sardjito Hospital / Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia
| | - Ery Kus Dwianingsih
- Department of Anatomical Pathology, Dr Sardjito Hospital / Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia
| | - Widya Surya Avanti
- Department of Radiology, Dr Sardjito Hospital / Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia
| | - Roby Cahyono
- Division of Surgical Oncology - Department of Surgery, Dr Sardjito Hospital / Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia
| | - Rosa Mandasari
- Division of Surgical Oncology - Department of Surgery, Dr Sardjito Hospital / Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia
| | - Sumadi Lukman Anwar
- Division of Surgical Oncology - Department of Surgery, Dr Sardjito Hospital / Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia
- Corresponding author. Division of Surgical Oncology - Department of Surgery, Dr Sardjito Hospital / Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada Jl Kesehatan No. 1, Yogyakarta, 55281, Indonesia.
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Almukhtar ZK. Histopathological Types of Papillary Thyroid Carcinoma: Clinicopathologic Study. Open Access Maced J Med Sci 2022. [DOI: 10.3889/oamjms.2022.8059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND: Papillary thyroid carcinoma (PTC) is the most common type of thyroid carcinoma that represents a set of characteristic of nuclear features in which the diagnosis is depend.
AIM: The study aimed to review different variants of PTC which has different malignant potential in correlation with many prognostic and clinical factors in Iraq.
PATIENTS AND METHODS: Paraffin blocks of 227 cases of PTC were selected, subtyped, and grouped according to the malignant potential. The prognostic and clinical factors were studied.
RESULTS: The mean age was (39.29 ± 12.17) years, with female predominance (86.3%), where (55.5%) of them below 40 years, conventional variant was most common (40.1%), followed by papillary microcarcinoma variant, 197 cases (86.8%) were classified as low to intermediate malignant potential, and 30 cases (13.2%) were classified as high malignant potential. On comparison, among the tumor stages, tumor focality, native capsular invasion, lymph nodes involvement, presence or absence of vascular invasion, extrathyroid extension, and distant metastasis, there is no significant correlation between them, whereas with the tumor size, there is significant correlation between them (p =< 0.05).
CONCLUSION: Conventional type followed by micropapillary type is most common. The mean age in Iraqi patients is lower than other countries for PTC. There is no significant association regarding prognostic factors between low to intermediate malignant potential variants and high malignant potential variants with exception of tumor diameter.
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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: 13] [Impact Index Per Article: 3.3] [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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Siraj AK, Poyil PK, Parvathareddy SK, Alobaisi K, Ahmed SO, Al-Sobhi SS, Al-Dayel F, Al-Kuraya KS. Loss of ZNF677 Expression Is an Independent Predictor for Distant Metastasis in Middle Eastern Papillary Thyroid Carcinoma Patients. Int J Mol Sci 2021; 22:ijms22157833. [PMID: 34360599 PMCID: PMC8346014 DOI: 10.3390/ijms22157833] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 07/15/2021] [Accepted: 07/19/2021] [Indexed: 01/08/2023] Open
Abstract
Thyroid cancer incidence has increased in recent decades. Papillary thyroid carcinoma (PTC) is the most common type of thyroid cancer. Approximately 30% of PTC patients develop recurrence or distant metastasis and tend to have poor prognosis. Therefore, the identification of targetable biomarkers in this subset of patients is of great importance. Accumulating evidence indicates that zinc finger protein 677 (ZNF677), which belongs to the zinc finger protein family, is an important effector during the progression of multiple malignancies. However, its role in Middle Eastern PTC patients has not been fully illustrated. Here, we uncovered the molecular mechanism and the clinical impact of ZNF677 expression in a large cohort of more than 1200 Middle Eastern PTC and 15 metastatic tissues. We demonstrated that ZNF677 is frequently downregulated in primary PTC (13.6%, 168/1235) and showed that complete loss of expression of ZNF677 is significantly associated with aggressive clinico-pathological markers such as extrathyroidal extension (p = 0.0008) and distant metastases (p < 0.0001). We also found a significantly higher incidence of ZNF677 loss in primary tumors with distant metastases (33.3%; p < 0.0001) as well as in distant metastatic tissues (46.7%; p = 0.0002) compared to the overall cohort (13.6%). More importantly, PTC with loss of ZNF677 expression showed significantly lower metastasis-free survival (p = 0.0090). Interestingly, on multivariate logistic regression analysis, ZNF677 loss was an independent predictor of distant metastasis in PTC (Odds ratio = 2.60, 95% Confidence interval = 1.20–5.62, p = 0.0155). In addition, we found a significant association between ZNF677 loss and phospho-AKT expression (p < 0.0001). Our functional molecular results suggest that ZNF677 acts as a tumor suppressor, mediating its effect by inhibiting AKT phosphorylation. Taken together, our results highlight the pivotal role played by ZNF677 during carcinogenesis and metastasis formation in Middle Eastern PTC patients.
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Affiliation(s)
- Abdul K. Siraj
- Human Cancer Genomic Research, Research Center, King Faisal Specialist Hospital and Research Center, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (A.K.S.); (P.K.P.); (S.K.P.); (K.A.); (S.O.A.)
| | - Pratheesh Kumar Poyil
- Human Cancer Genomic Research, Research Center, King Faisal Specialist Hospital and Research Center, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (A.K.S.); (P.K.P.); (S.K.P.); (K.A.); (S.O.A.)
| | - Sandeep Kumar Parvathareddy
- Human Cancer Genomic Research, Research Center, King Faisal Specialist Hospital and Research Center, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (A.K.S.); (P.K.P.); (S.K.P.); (K.A.); (S.O.A.)
| | - Khadija Alobaisi
- Human Cancer Genomic Research, Research Center, King Faisal Specialist Hospital and Research Center, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (A.K.S.); (P.K.P.); (S.K.P.); (K.A.); (S.O.A.)
| | - Saeeda O. Ahmed
- Human Cancer Genomic Research, Research Center, King Faisal Specialist Hospital and Research Center, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (A.K.S.); (P.K.P.); (S.K.P.); (K.A.); (S.O.A.)
| | - Saif S. Al-Sobhi
- Department of Surgery, King Faisal Specialist Hospital and Research Center, P.O. Box 3354, Riyadh 11211, Saudi Arabia;
| | - Fouad Al-Dayel
- Department of Pathology, King Faisal Specialist Hospital and Research Center, P.O. Box 3354, Riyadh 11211, Saudi Arabia;
| | - Khawla S. Al-Kuraya
- Human Cancer Genomic Research, Research Center, King Faisal Specialist Hospital and Research Center, P.O. Box 3354, Riyadh 11211, Saudi Arabia; (A.K.S.); (P.K.P.); (S.K.P.); (K.A.); (S.O.A.)
- Correspondence: ; Tel.: +966-11-205-5167
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