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Zhu H, Zhang H, Wei P, Zhang T, Hu C, Cao H, Han Z. Development and validation of a clinical predictive model for high-volume lymph node metastasis of papillary thyroid carcinoma. Sci Rep 2024; 14:15828. [PMID: 38982104 PMCID: PMC11233634 DOI: 10.1038/s41598-024-66304-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Accepted: 07/01/2024] [Indexed: 07/11/2024] Open
Abstract
The central lymph node metastasis (CLNM) status in the cervical region serves as a pivotal determinant for the extent of surgical intervention and prognosis in papillary thyroid carcinoma (PTC). This paper seeks to devise and validate a predictive model based on clinical parameters for the early anticipation of high-volume CLNM (hv-CLNM, > 5 nodes) in high-risk patients. A retrospective analysis of the pathological and clinical data of patients with PTC who underwent surgical treatment at Medical Centers A and B was conducted. The data from Center A was randomly divided into training and validation sets in an 8:2 ratio, with those from Center B serving as the test set. Multifactor logistic regression was harnessed in the training set to select variables and construct a predictive model. The generalization ability of the model was assessed in the validation and test sets. The model was evaluated through the receiver operating characteristic area under the curve (AUC) to predict the efficiency of hv-CLNM. The goodness of fit of the model was examined via the Brier verification technique. The incidence of hv-CLNM in 5897 PTC patients attained 4.8%. The occurrence rates in males and females were 9.4% (128/1365) and 3.4% (156/4532), respectively. Multifactor logistic regression unraveled male gender (OR = 2.17, p < .001), multifocality (OR = 4.06, p < .001), and lesion size (OR = 1.08 per increase of 1 mm, p < .001) as risk factors, while age emerged as a protective factor (OR = 0.95 per an increase of 1 year, p < .001). The model constructed with four predictive variables within the training set exhibited an AUC of 0.847 ([95%CI] 0.815-0.878). In the validation and test sets, the AUCs were 0.831 (0.783-0.879) and 0.845 (0.789-0.901), respectively, with Brier scores of 0.037, 0.041, and 0.056. Subgroup analysis unveiled AUCs for the prediction model in PTC lesion size groups (≤ 10 mm and > 10 mm) as 0.803 (0.757-0.85) and 0.747 (0.709-0.785), age groups (≤ 31 years and > 31 years) as 0.778 (0.720-0.881) and 0.837 (0.806-0.867), multifocal and solitary cases as 0.803 (0.767-0.838) and 0.809 (0.769-0.849), and Hashimoto's thyroiditis (HT) and non-HT cases as 0.845 (0.793-0.897) and 0.845 (0.819-0.871). Male gender, multifocality, and larger lesion size are risk factors for hv-CLNM in PTC patients, whereas age serves as a protective factor. The clinical predictive model developed in this research facilitates the early identification of high-risk patients for hv-CLNM, thereby assisting physicians in more efficacious risk stratification management for PTC patients.
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Affiliation(s)
- Hanlin Zhu
- Department of Radiology, Hangzhou Ninth People's Hospital, No. 98, Yilong Road, Qiantang District, Hangzhou, 310012, China
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006, China
| | - Haifeng Zhang
- Department of Radiology, Hangzhou Ninth People's Hospital, No. 98, Yilong Road, Qiantang District, Hangzhou, 310012, China
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006, China
| | - Peiying Wei
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006, China
| | - Tong Zhang
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006, China
| | - Chunfeng Hu
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006, China
| | - Huijun Cao
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006, China
| | - Zhijiang Han
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006, China.
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Yang J, Guo P, Zhang Z, Lu C, Qiao Z. The impact of gender on survival outcomes in patients with small intestinal stromal tumors: a comprehensive analysis using the SEER database. Surg Endosc 2024; 38:3905-3916. [PMID: 38831215 DOI: 10.1007/s00464-024-10942-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Accepted: 05/19/2024] [Indexed: 06/05/2024]
Abstract
BACKGROUND Small intestinal stromal tumors (SISTs) are a rare type of mesenchymal tumor. Gender is known to influence the incidence and prognosis of various tumors, but its role on the survival of SISTs at the population level remains unclear. Therefore, we aim to explore the relationship between gender and the prognosis of SISTs using the Surveillance, Epidemiology, and End Results (SEER) database. METHODS Data on SISTs patients from 2000 to 2019 were derived from the SEER database. Multiple imputation was used to address missing data. Kaplan-Meier analyses and Cox proportional hazard models were applied to evaluate the impact of demographic and clinical characteristics on overall survival (OS) and cancer-specific survival (CSS). RESULTS A total of 3513 patients with SISTs were analyzed, including 1921 males and 1592 females. Kaplan-Meier analysis coupled with log-rank testing demonstrated a significantly higher mortality rate among male patients compared to females (P < 0.001). Notably, female patients exhibited superior OS (hazard ratio [HR] 0.808, 95% confidence interval [CI] 0.724-0.902, P < 0.001) and CSS (HR 0.801, 95% CI 0.692-0.927, P = 0.003) compared to male patients. While the mean 1-year CSS rates were comparable between genders (95.3% for males vs. 96.0% for females, P = 0.332), male patients consistently showed lower mean survival rates at 3-, 5-, and 10-year intervals. Surgical intervention significantly boosted 5-year OS and CSS rates in both male and female patients (P < 0.001). Multivariate Cox regression analysis identified age, sex, grade, TNM stage, surgery, and mitotic rate as independent risk factors for OS and CSS in patients with SISTs. CONCLUSIONS Our findings suggest that male patients with SISTs have a higher risk of mortality compared to female patients, indicating that gender may serve as a predictive indicator for survival in this patient population.
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Affiliation(s)
- Jun Yang
- Department of Gastroenterology, Suzhou Ninth People's Hospital, Suzhou Ninth Hospital Affiliated to Soochow University, Suzhou, China
| | - Ping Guo
- Department of Internal Medicine, Dianshan Lake People's Hospital, Suzhou, China
| | - Zhi Zhang
- Department of General Surgery, Suzhou Ninth People's Hospital, Suzhou Ninth Hospital Affiliated to Soochow University, Suzhou, China
| | - Chengjie Lu
- Department of Traditional Chinese Medicine, Suzhou Ninth People's Hospital, Suzhou Ninth Hospital Affiliated to Soochow University, Suzhou, China
| | - Zhenguo Qiao
- Department of Gastroenterology, Suzhou Ninth People's Hospital, Suzhou Ninth Hospital Affiliated to Soochow University, Suzhou, China.
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Liang J, Yang R, Da H, Wang J, Maimaitiyiming M, Qi X, Dunk MM, Xu W. The association of the dietary inflammatory potential with risk of overall and site-specific cancers: A community-based longitudinal study in the UK Biobank. J Nutr Health Aging 2024; 28:100225. [PMID: 38582035 DOI: 10.1016/j.jnha.2024.100225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Revised: 03/22/2024] [Accepted: 03/29/2024] [Indexed: 04/08/2024]
Abstract
OBJECTIVES The association of the dietary inflammatory potential with cancer risk remains uncertain. We examined the relationship of the dietary inflammatory potential with risk of overall and site-specific cancers and explored its sex and age differences. DESIGN A community-based longitudinal study. SETTING Participants from the UK Biobank completed baseline surveys during 2006-2010 and were followed for up to 15 years to detect incident cancer. PARTICIPANTS 170,899 cancer-free participants with dietary data available (mean age: 55.73 ± 7.95, 54.10% female). MEASUREMENTS At baseline, dietary intake was assessed with a 24-h dietary record for up to 5 times. The inflammatory diet index (IDI) was calculated to assess the dietary inflammatory potential as a weighted sum of 31 food groups (including 14 anti-inflammatory and 17 pro-inflammatory) based on plasma high-sensitivity C-reactive protein (hsCRP) levels, and tertiled as low (indicating low-inflammatory diet), moderate, and high IDI (as reference). Overall and site-specific cancers were ascertained via linkage to routine hospital admission, cancer registry, and death certificate data. Data were analyzed using Cox regression and Laplace regression. RESULTS During the follow-up (median 10.32 years, interquartile range: 9.95-11.14 years), 18,884 (11.05%) participants developed cancer. In multi-adjusted Cox regression, low IDI scores were associated with decreased risk of rectal cancer (hazard ratio [95% confidence interval, CI] 0.76 [0.61, 0.94]), thyroid cancer [0.45 (0.27, 0.74)], lung cancer [0.73 (0.61, 0.88)]. However, the association between IDI score and the risk of overall cancer was not significant. Laplace regression analysis showed that 10th percentile differences (95% CIs) of cancer onset time for participants with low IDI scores was prolonged by 1.29 (0.32, 2.27), 1.44 (0.58, 2.30), and 2.62 (0.98, 4.27) years for rectal cancer, thyroid cancer, and lung cancer, respectively, compared to those with high IDI scores. Stratified analysis revealed that low IDI scores were associated with a lower risk of rectal cancer (p interaction between IDI score and sex = 0.035) and lung cancer in males, but not in females, and with a reduced risk of thyroid cancer in females, but not in males. Moreover, low IDI scores were associated with a reduced risk of rectal cancer and lung cancer in the participants aged ≥60 years, but not in those <60 years, and with a reduced risk of thyroid cancer in those aged ≥60 years and <60 years. CONCLUSIONS A low-inflammatory diet is associated with decreased risk and prolonged onset time of rectal cancer and lung cancer, especially among males and individuals aged ≥60 years, and thyroid cancer among females.
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Affiliation(s)
- Jiaxin Liang
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China; Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, China; Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, China
| | - Rongrong Yang
- Public Health Science and Engineering College, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Huiying Da
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China; Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, China; Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, China
| | - Jiao Wang
- Department of Epidemiology, College of Preventive Medicine, Third Military Medical University, Chongqing, China
| | - Maiwulamujiang Maimaitiyiming
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China; Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, China; Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, China
| | - Xiuying Qi
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China; Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, China; Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, China.
| | - Michelle M Dunk
- Aging Research Center, Department of Neurobiology, Health Care Sciences and Society Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Weili Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China; Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, China; Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, China; Aging Research Center, Department of Neurobiology, Health Care Sciences and Society Karolinska Institutet and Stockholm University, Stockholm, Sweden.
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Zhao J, Wang Q, Tan AF, Loh CJL, Toh HC. Sex differences in cancer and immunotherapy outcomes: the role of androgen receptor. Front Immunol 2024; 15:1416941. [PMID: 38863718 PMCID: PMC11165033 DOI: 10.3389/fimmu.2024.1416941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Accepted: 05/16/2024] [Indexed: 06/13/2024] Open
Abstract
Across the wide range of clinical conditions, there exists a sex imbalance where biological females are more prone to autoimmune diseases and males to some cancers. These discrepancies are the combinatory consequence of lifestyle and environmental factors such as smoking, alcohol consumption, obesity, and oncogenic viruses, as well as other intrinsic biological traits including sex chromosomes and sex hormones. While the emergence of immuno-oncology (I/O) has revolutionised cancer care, the efficacy across multiple cancers may be limited because of a complex, dynamic interplay between the tumour and its microenvironment (TME). Indeed, sex and gender can also influence the varying effectiveness of I/O. Androgen receptor (AR) plays an important role in tumorigenesis and in shaping the TME. Here, we lay out the epidemiological context of sex disparity in cancer and then review the current literature on how AR signalling contributes to such observation via altered tumour development and immunology. We offer insights into AR-mediated immunosuppressive mechanisms, with the hope of translating preclinical and clinical evidence in gender oncology into improved outcomes in personalised, I/O-based cancer care.
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Affiliation(s)
- Junzhe Zhao
- Duke-NUS Medical School, Singapore, Singapore
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
| | - Qian Wang
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Medical Oncology Cancer Hospital of China Medical University/Liaoning Cancer Hospital & Institute, Shenyang, Liaoning, China
| | | | - Celestine Jia Ling Loh
- Duke-NUS Medical School, Singapore, Singapore
- Sengkang General Hospital, Singapore, Singapore
| | - Han Chong Toh
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
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Hu S, Wu X, Jiang H. Trends and projections of the global burden of thyroid cancer from 1990 to 2030. J Glob Health 2024; 14:04084. [PMID: 38751316 PMCID: PMC11109522 DOI: 10.7189/jogh.14.04084] [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: 05/24/2024] Open
Abstract
Background We aimed to explore the burden of thyroid cancer worldwide from 1990 to 2019 and to project its future trends from 2020 to 2030. Methods Based on annual data on thyroid cancer cases from 1990 to 2019 available in the Global Burden of Disease (GBD) database, we calculated the age-standardised incidence, death, and disability-adjusted life year (DALY) rates for thyroid cancer. We used the estimated annual percentage change (EPAC) to quantify the temporal trends in these age-standardised rates from 1990 to 2019 and applied generalised additive models to project the disease burden from 2020 to 2030. Results The global age-standardised incidence rate (ASIR) of thyroid cancer increased from 1990 to 2019, with a higher overall disease burden in women than in men at both study time points. The male-to-female ratios for the ASIR increased from 0.41 in 1990 to 0.51 in 2019, while the ratio for the age-standardised death rate (ASDR) increased from 0.60 to 0.82. The models predicted the United Arab Emirates would have the fastest rising trend in both the ASIR (estimated annual percentage changes (EAPC) = 4.19) and age-standardised DALY rate (EAPC = 4.36) in 2020-30, while Saint Kitts and Nevis will have the fastest rising trend in the ASDR (EAPC = 2.29). Meanwhile, the growth trends for the ASDR and age-standardised DALY rate are projected to increase across countries in this period. A correlation analysis of the global burden of thyroid cancer between 1990-2019 and 2020-30 showed a significant positive correlation between the increase in the ASIR and socio-demographic index (SDI) in low-SDI and low-middle-SDI countries. Conclusions The global burden of thyroid cancer is increasing, especially in the female population and in low-middle-SDI regions, underscoring a need to target them for effective prevention, diagnosis, and treatment.
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Affiliation(s)
- Supei Hu
- Department of General Practice, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
- Research and Education department, Ningbo No.2 Hospital, Ningbo, China
| | - Xianjiang Wu
- Department of Thyroid Surgery, Ningbo No.2 Hospital, Ningbo, China
| | - Hua Jiang
- Department of General Practice, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
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Wen J, Liu H, Lin Y, Liang Z, Wei L, Zeng Q, Wei S, Zhang L, Yang W. Correlation analysis between BRAF V600E mutation and ultrasonic and clinical features of papillary thyroid cancer. Heliyon 2024; 10:e29955. [PMID: 38726195 PMCID: PMC11078776 DOI: 10.1016/j.heliyon.2024.e29955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 04/17/2024] [Accepted: 04/17/2024] [Indexed: 05/12/2024] Open
Abstract
Purpose The study investigates the value of the BRAFV600E mutation in determining the aggressiveness of papillary thyroid cancer (PTC) and its correlation with ultrasound features. Methods The study selected 176 patients with BRAFV600E mutation and 80 without the mutation who underwent surgery at Guangxi Medical University Cancer Hospital. Clinical and pathological data were collected, focusing on BRAFV600E mutations and associated ultrasonic features. Correlation analysis, as well as univariate and multivariate logistic regression analysis, were conducted to identify independent risk factors for BRAFV600E mutation. The results were verified using a nomogram model. Results The analysis results indicate that the BRAFV600E mutation correlates with tumor size, nodule size, taller-than-wide shape, margin, and shape of papillary thyroid cancer. The receiver operating characteristic curve was used to analyze the diagnostic effect of these features on BRAFV600E mutation. The results showed that nodule size had the most significant area under the curve (AUC = 0.665). Univariate and multivariate logistic regression analyses revealed that taller-than-wide shape ≥1, ill-defined margin, irregular shape, nodule size (≤1.40 cm), TT4 (>98.67 nmol/L), and FT3 (<4.14 pmol/L) were independent risk factors for BRAFV600E mutation. While considering all these factors in the nomogram, the Concordance index (C-index) remained high at 0.764. This suggests that the model has a good predictive effect. Conclusion Ultrasound features including nodule size, taller-than-wide shape ≥1, ill-defined margins, irregular shape, higher TT4 levels, and lower FT3 levels were associated with papillary thyroid cancer aggressiveness and BRAFV600E mutation.
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Affiliation(s)
- Jiahao Wen
- Department of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
| | - Haizhou Liu
- Department of Research, Guangxi Medical University Cancer Hospital, Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Cancer Molecular Medicine Engineering Research Center, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
| | - Yanyan Lin
- Department of Research, Guangxi Medical University Cancer Hospital, Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
| | - Zixuan Liang
- Department of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
| | - Lili Wei
- Department of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
| | - Qi Zeng
- Department of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
| | - Shanshan Wei
- Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
| | - Litu Zhang
- Department of Research, Guangxi Medical University Cancer Hospital, Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Cancer Molecular Medicine Engineering Research Center, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
| | - Weiping Yang
- Department of Ultrasound, Guangxi Medical University Cancer Hospital, Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
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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 2024:10.1007/s13304-024-01851-1. [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] [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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Christensen JD, Basheer HT, Lado Abeal JJ. Thyroid Cancer Prevalence, Risk Exposure, and Clinical Features Among Transgender Female Veterans. J Endocr Soc 2024; 8:bvae060. [PMID: 38633896 PMCID: PMC11023629 DOI: 10.1210/jendso/bvae060] [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: 01/22/2024] [Indexed: 04/19/2024] Open
Abstract
Purpose Transgender women experience higher-than-average rates of multiple medical conditions. Thyroid cancer occurs more frequently in those assigned female at birth than in those assigned male at birth. We sought to characterize thyroid cancer among transgender female veterans. Methods We reviewed charts of veterans who were (1) seen in Veterans Affairs clinics across the United States from July 2017 to December 2022, (2) had an International Classification of Diseases, revision 10, diagnosis code for thyroid cancer, and (3) had an International Classification of Diseases, revision 10, diagnosis code for gender dysphoria or were assigned male at birth and ever had a prescription for estrogens. Charts of cisgender veterans were also reviewed for comparison. Results Compared with calculated estimates of 0.641% (95% CI, 0.572-0.724) among cisgender females and 0.187% (95% CI, 0.156-0.219) among cisgender males, the measured prevalence among transgender female veterans was 0.341% (34/9988). Average age at thyroid cancer diagnosis in this population was 53.8 (± SEM 2.61) years. A total of 32.3% (11/34) of these patients had extrathyroidal disease at diagnosis. Discussion To our knowledge, this study represents the first report of thyroid cancer prevalence among transgender women in the United States. Risk exposure among all transgender veterans including further assessment of the possible contributions of obesity, smoking, and gender-affirming hormone therapy are important future analyses.
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Affiliation(s)
- John David Christensen
- Department of Internal Medicine, Division of Endocrinology, Diabetes & Metabolism, UC Davis Health, Sacramento, CA 95817, USA
- VA Northern California Healthcare System, Section of Endocrinology, Mather, CA 95321, USA
| | - Hiba T Basheer
- Department of Internal Medicine, Division of Endocrinology, Diabetes & Metabolism, UC Davis Health, Sacramento, CA 95817, USA
- VA Northern California Healthcare System, Section of Endocrinology, Mather, CA 95321, USA
| | - Jose Joaquin Lado Abeal
- Department of Internal Medicine, Division of Endocrinology, Diabetes & Metabolism, UC Davis Health, Sacramento, CA 95817, USA
- VA Northern California Healthcare System, Section of Endocrinology, Mather, CA 95321, USA
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Zhang X, Huang T, Sun D, Liu M, Wang Z. Illness Perception and Benefit Finding of Thyroid Cancer Survivors: A Chain Mediating Model of Sense of Coherence and Self-disclosure. Cancer Nurs 2024:00002820-990000000-00233. [PMID: 38527098 DOI: 10.1097/ncc.0000000000001347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2024]
Abstract
BACKGROUND Benefit finding is gaining attention as a strong predictor of quality of life, but few studies have addressed the mechanisms of its development. OBJECTIVE The purpose of this study was to determine the relationship between illness perception and benefit finding in female thyroid cancer survivors and to further elucidate the mechanisms by which illness perception contributes to benefit finding through sense of coherence and self-disclosure. METHODS A total of 280 female thyroid cancer survivors completed the questionnaire between January and August 2023. The study investigated participants' baseline information, illness perception, sense of coherence, self-disclosure, and benefit finding. The bootstrap method was used to test the chain mediation effect. RESULTS The findings showed that in the chain-mediated model, illness perception negatively predicted sense of coherence (β = -.475, P < .001) and self-disclosure (β = -.335, P < .001). Sense of coherence positively predicted self-disclosure (β = .272, P < .001) and benefit finding (β = .251, P < .001). Self-disclosure positively predicted benefit finding (β = .213, P < .001). The separate mediating roles of sense of coherence and self-disclosure between illness perception and benefit finding were both significant, as were the chained mediating roles of sense of coherence, and self-disclosure. CONCLUSION This study provides a theoretical basis for elucidating the mechanisms of benefit finding and provides precise targets for clinical intervention. IMPLICATIONS FOR PRACTICE Healthcare professionals can improve mental health outcomes by improving cancer survivors' disease awareness, fostering their sense of coherence, and encouraging moderate self-disclosure to achieve benefit finding.
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Affiliation(s)
- Xu Zhang
- Author Affiliations: School of Nursing, Peking University, Beijing (Drs Zhang and Wang); Department of Head and Neck Surgery, Affiliated Cancer Hospital of Dalian University of Technology (Liaoning Cancer Hospital and Institute, Cancer Hospital of China Medical University) (Dr Huang); and School of Nursing, Liaoning University of Traditional Chinese Medicine (Dr Sun), Shenyang, Liaoning; and Department of Nursing, China-Japan Union Hospital of Jilin University, Changchun, Jilin (Ms Liu), China
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Zhang C, Yang Y, Cui Q, Zhao D, Cui C. Identification and Analysis of Sex-Biased Copy Number Alterations. HEALTH DATA SCIENCE 2024; 4:0121. [PMID: 39011274 PMCID: PMC11249066 DOI: 10.34133/hds.0121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 02/16/2024] [Indexed: 07/17/2024]
Abstract
Background: Sex difference has long been recognized at cancer incidence, outcomes, and responses to therapy. Analyzing the somatic mutation profiles of large-scale cancer samples between the sexes have revealed several potential drivers of cancer with sex difference. However, it is still a demand for in-depth scrutinizing the sex-biased characteristics of genome instability to link the clinical differences for individual cancer type. Methods: Here, we utilized a published framework devised to specifically compare the copy number profiles between 2 groups to identify the sex-biased copy number alterations (CNAs) across 16 cancer types from the The Cancer Genome Atlas Program database, and dissected the impact of those CNAs. Results: Totally, 81 male-biased CNA regions and 23 female-biased CNA regions in 16 cancer types were found. Functional annotation analysis showed that several critical biological functions associated with sex-biased CNAs are shared in multiple cancer types, including immune-related pathways and regulation of cellular signaling. Most sex-biased CNAs have a substantial effect on transcriptional consequence, where the average of over 68% of genes have a linear relationship with CNAs across cancer types, and 14% of those genes are affected by the combination of the sex and copy number. Furthermore, 29 sex-biased CNA regions show latent capacity to be sex-specific prognostic biomarker such as CNA on 11q13.4 for head and neck cancer and lung cancer. Conclusions: This analysis offers new insights into the role of sex in cancer etiology and prognosis through a detailed characterization of sex differences in genome instability of diverse cancers.
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Affiliation(s)
- Chenhao Zhang
- Department of Biomedical Informatics, Center for Noncoding RNA Medicine, State Key Laboratory of Vascular Homeostasis and Remodeling, School of Basic Medical Sciences, Peking University, 38 Xueyuan Rd, Beijing 100191, China
| | - Yang Yang
- Department of Biochemistry and Biophysics, School of Basic Medical Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Qinghua Cui
- Department of Biomedical Informatics, Center for Noncoding RNA Medicine, State Key Laboratory of Vascular Homeostasis and Remodeling, School of Basic Medical Sciences, Peking University, 38 Xueyuan Rd, Beijing 100191, China
- School of Sports Medicine, Wuhan Institute of Physical Education, No.461 Luoyu Rd. Wuchang District, Wuhan 430079, Hubei Province, China
| | - Dongyu Zhao
- Department of Biomedical Informatics, Center for Noncoding RNA Medicine, State Key Laboratory of Vascular Homeostasis and Remodeling, School of Basic Medical Sciences, Peking University, 38 Xueyuan Rd, Beijing 100191, China
| | - Chunmei Cui
- Department of Biomedical Informatics, Center for Noncoding RNA Medicine, State Key Laboratory of Vascular Homeostasis and Remodeling, School of Basic Medical Sciences, Peking University, 38 Xueyuan Rd, Beijing 100191, China
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11
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Shi H, Yang B, Feng JI, Li JH, Cheng X, Li YJ, Fu Y, Xu XD, Qian LH, Tang LJ, Liu W. Radioactive iodine therapy for follicular thyroid cancer: a 15 years follow-up study of Chinese patients. Nucl Med Commun 2024; 45:169-174. [PMID: 38095140 PMCID: PMC10849129 DOI: 10.1097/mnm.0000000000001798] [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: 09/19/2023] [Accepted: 11/22/2023] [Indexed: 02/08/2024]
Abstract
PURPOSE To identify long-term predictors of distant metastases (DM) and the overall survival (OS) of follicular thyroid cancer (FTC) patients who underwent radioactive iodine (RAI) therapy. And to expand the knowledge about the clinical course and experience of RAI treatment for FTC. MATERIALS A total of 117 FTC patients who underwent RAI therapy at our institution from 2005 to 2020 were retrospectively studied. Patient characteristics, serum stimulating thyroglobulin (sTg) and thyroglobulin antibody levels, treatment process and follow-up data were collected until 26 April 2022. RESULTS A total of 16 patients (13.7%) were lost to follow-up. A total of 23 (19.7%) patients with DM died and all FTC without DM were still alive. DM was seen in 58.4% (59/101) of patients. The most common location for metastatic lesions was the lung. Then was bone. The mean survival time of FTC with RAI was 156 months [95% confidence interval (CI): 142-171]. Five-year and 10-year cumulative survival rates of them were 88.8% and 67.4%, respectively. As for patients with DM were 80.4% and 41.3%, respectively. Age at diagnosis [odds ratio (OR) = 1.080, P = 0.009], RAI therapy sessions (OR = 2.959, P = 0.001) and sTg level (OR = 1.006, P = 0.002) were predictive of DM occurrence in FTC with RAI. In the group of FTC with DM, survival analysis showed that males were more likely to have a lower OS than females ( P = 0.039). CONCLUSION Age, number of RAI therapy sessions, and sTg level were predictive of the occurrence of DM in FTC patients with RAI. Sex would influence the OS of FTC patients with DM.
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Affiliation(s)
- He Shi
- Department of Nuclear Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing
| | - Bo Yang
- Department of Nuclear Medicine, The Second People’s Hospital of Lianyungang, The Cancer Hospital of Lianyungang, Lianyungang, China
| | - Jian-Iin Feng
- Department of Nuclear Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing
| | - Jian-hua Li
- Department of Nuclear Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing
| | - Xu Cheng
- Department of Nuclear Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing
| | - Yong-jun Li
- Department of Nuclear Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing
| | - Yu Fu
- Department of Nuclear Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing
| | - Xin-dan Xu
- Department of Nuclear Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing
| | - Lei-hang Qian
- Department of Nuclear Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing
| | - Li-jun Tang
- Department of Nuclear Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing
| | - Wei Liu
- Department of Nuclear Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing
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12
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Gong L, Li P, Liu J, Liu Y, Guo X, Liang W, Lv B, Su P, Liang K. A nomogram for predicting adverse pathologic features in low-risk papillary thyroid microcarcinoma. BMC Cancer 2024; 24:244. [PMID: 38389061 PMCID: PMC10882927 DOI: 10.1186/s12885-024-12012-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 02/16/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND Identifying risk factors for adverse pathologic features in low-risk papillary thyroid microcarcinoma (PTMC) can provide valuable insights into the necessity of surgical or non-surgical treatment. This study aims to develop a nomogram for predicting the probability of adverse pathologic features in low-risk PTMC patients. METHODS A total of 662 patients with low-risk PTMC who underwent thyroid surgery were retrospectively analyzed in Qilu Hospital of Shandong University from May 2019 to December 2021. Logistic regression analysis was used to determine the risk factors for adverse pathologic features, and a nomogram was constructed based on these factors. RESULTS Most PTMC patients with these adverse pathologic features had tumor diameters greater than 0.6 cm (p < 0.05). Other factors (age, gender, family history of thyroid cancer, history of autoimmune thyroiditis, and BRAFV600E mutation) had no significant correlation with adverse pathologic features (p > 0.05 each). The nomogram was drawn to provide a quantitative and convenient tool for predicting the risk of adverse pathologic features based on age, gender, family history of thyroid cancer, autoimmune thyroiditis, tumor size, and BRAFV600E mutation in low-risk PTMC patients. The areas under curves (AUC) were 0.645 (95% CI 0.580-0.702). Additionally, decision curve analysis (DCA) and calibration curves were used to evaluate the clinical benefits of this nomogram, presenting a high net benefit. CONCLUSION Tumor size > 0.60 cm was identified as an independent risk factor for adverse pathologic features in low-risk PTMC patients. The nomogram had a high predictive value and consistency based on these factors.
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Affiliation(s)
- Lei Gong
- Department of Endocrinology and Metabolic Diseases, Qilu Hospital of Shandong University, Jinan, China
| | - Ping Li
- Department of Endocrinology and Metabolic Diseases, Qilu Hospital of Shandong University, Jinan, China
| | - Jingjing Liu
- Department of Endocrinology, Ningyang Second People's Hospital, Jinning, China
| | - Yan Liu
- Department of Endocrinology and Metabolic Diseases, Qilu Hospital of Shandong University, Jinan, China
| | - Xinghong Guo
- Department of Endocrinology and Metabolic Diseases, Qilu Hospital of Shandong University, Jinan, China
| | - Weili Liang
- Department of Thyroid Surgery, General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Bin Lv
- Department of Thyroid Surgery, General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Peng Su
- Department of Pathology, Qilu Hospital of Shandong University, Jinan, China
| | - Kai Liang
- Department of Endocrinology and Metabolic Diseases, Qilu Hospital of Shandong University, Jinan, China.
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13
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Berardi R, Rossi F, Papa R, Appetecchia M, Baggio G, Bianchini M, Mazzei T, Maria Moretti A, Ortona E, Pietrantonio F, Tarantino V, Vavalà T, Cinieri S. Gender oncology: recommendations and consensus of the Italian Association of Medical Oncology (AIOM). ESMO Open 2024; 9:102243. [PMID: 38394984 PMCID: PMC10937209 DOI: 10.1016/j.esmoop.2024.102243] [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: 10/30/2023] [Accepted: 12/29/2023] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND Following the development of gender medicine in the past 20 years, more recently in the field of oncology an increasing amount of evidence suggests gender differences in the epidemiology of cancers, as well as in the response and toxicity associated with therapies. In a gender approach, critical issues related to sexual and gender minority (SGM) populations must also be considered. MATERIALS AND METHODS A working group of opinion leaders approved by the Italian Association of Medical Oncology (AIOM) has been set up with the aim of drafting a shared document on gender oncology. Through the 'consensus conference' method of the RAND/University of California Los Angeles (UCLA) variant, the members of the group evaluated statements partly from the scientific literature and partly produced by the experts themselves [good practice points (GPPs)], on the following topics: (i) Healthcare organisation, (ii) Therapy, (iii) Host factors, (iv) Cancer biology, and (v) Communication and social interventions. Finally, in support of each specific topic, they considered it appropriate to present some successful case studies. RESULTS A total of 42 articles met the inclusion criteria, from which 50 recommendations were extracted. Panel participants were given the opportunity to propose additional evidence from studies not included in the research results, from which 32 statements were extracted, and to make recommendations not derived from literature such as GPPs, four of which have been developed. After an evaluation of relevance by the panel, it was found that 81 recommendations scored >7, while 3 scored between 4 and 6.9, and 2 scored below 4. CONCLUSIONS This consensus and the document compiled thereafter represent an attempt to evaluate the available scientific evidence on the theme of gender oncology and to suggest standard criteria both for scientific research and for the care of patients in clinical practice that should take gender into account.
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Affiliation(s)
- R Berardi
- Medical Oncology, Polytechnic University of Marche Region, Ancona; Medical Oncology, AOU Marche, Ancona, Italy - National Councilor AIOM (Italian Association of Medical Oncology); Treasurer AIOM (Italian Association of Medical Oncology).
| | - F Rossi
- Medical Oncology, Polytechnic University of Marche Region, Ancona
| | - R Papa
- Quality, Risk Management and Health Technology Innovation Unit, Department of Staff, AOU Marche, Ancona
| | - M Appetecchia
- Oncological Endocrinology Unit, IRCCS Regina Elena National Cancer Institute, Rome
| | - G Baggio
- President of the Italian Research Center for Gender Health and Medicine, Chair of Gender Medicine 2012-2017, University of Padua, Padua
| | - M Bianchini
- Oncological Endocrinology Unit, IRCCS Regina Elena National Cancer Institute, Rome
| | - T Mazzei
- Department of Pharmacology, University of Florence, Florence
| | - A Maria Moretti
- National President of the Scientific Society GISeG (Italian Group Health and Gender); President of the International Society IGM (International Gender Medicine)
| | - E Ortona
- Head - Center for Gender-specific Medicine, Italian National Institute of Health, Rome
| | - F Pietrantonio
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan
| | - V Tarantino
- Medical Oncology, Polytechnic University of Marche Region, Ancona
| | - T Vavalà
- SC of Oncology 1U, Department of Oncology, AOU Città della Salute e della Scienza, Torino; AIOM (Italian Association of Medical Oncology); GISeG (Italian Group Health and Gender)
| | - S Cinieri
- Medical Oncology and Breast Unit, Perrino Hospital, Brindisi; President of AIOM Foundation (Italian Association of Medical Oncology), Italy
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14
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Pozdeyev N, Dighe M, Barrio M, Raeburn C, Smith H, Fisher M, Chavan S, Rafaels N, Shortt JA, Lin M, Leu MG, Clark T, Marshall C, Haugen BR, Subramanian D, Crooks K, Gignoux C, Cohen T. Thyroid Cancer Polygenic Risk Score Improves Classification of Thyroid Nodules as Benign or Malignant. J Clin Endocrinol Metab 2024; 109:402-412. [PMID: 37683082 DOI: 10.1210/clinem/dgad530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 08/29/2023] [Accepted: 09/05/2023] [Indexed: 09/10/2023]
Abstract
CONTEXT Thyroid nodule ultrasound-based risk stratification schemas rely on the presence of high-risk sonographic features. However, some malignant thyroid nodules have benign appearance on thyroid ultrasound. New methods for thyroid nodule risk assessment are needed. OBJECTIVE We investigated polygenic risk score (PRS) accounting for inherited thyroid cancer risk combined with ultrasound-based analysis for improved thyroid nodule risk assessment. METHODS The convolutional neural network classifier was trained on thyroid ultrasound still images and cine clips from 621 thyroid nodules. Phenome-wide association study (PheWAS) and PRS PheWAS were used to optimize PRS for distinguishing benign and malignant nodules. PRS was evaluated in 73 346 participants in the Colorado Center for Personalized Medicine Biobank. RESULTS When the deep learning model output was combined with thyroid cancer PRS and genetic ancestry estimates, the area under the receiver operating characteristic curve (AUROC) of the benign vs malignant thyroid nodule classifier increased from 0.83 to 0.89 (DeLong, P value = .007). The combined deep learning and genetic classifier achieved a clinically relevant sensitivity of 0.95, 95% CI [0.88-0.99], specificity of 0.63 [0.55-0.70], and positive and negative predictive values of 0.47 [0.41-0.58] and 0.97 [0.92-0.99], respectively. AUROC improvement was consistent in European ancestry-stratified analysis (0.83 and 0.87 for deep learning and deep learning combined with PRS classifiers, respectively). Elevated PRS was associated with a greater risk of thyroid cancer structural disease recurrence (ordinal logistic regression, P value = .002). CONCLUSION Augmenting ultrasound-based risk assessment with PRS improves diagnostic accuracy.
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Affiliation(s)
- Nikita Pozdeyev
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Division of Endocrinology Metabolism and Diabetes, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Manjiri Dighe
- Department of Radiology, University of Washington, Seattle, WA 98195, USA
| | - Martin Barrio
- Division of GI, Trauma, and Endocrine Surgery, Department of Surgery, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Christopher Raeburn
- Division of GI, Trauma, and Endocrine Surgery, Department of Surgery, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Harry Smith
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Matthew Fisher
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Sameer Chavan
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Nicholas Rafaels
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Jonathan A Shortt
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Meng Lin
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Michael G Leu
- Information Technology Services, UW Medicine, Seattle, WA 98195, USA
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA 98195, USA
- Department of Pediatrics, University of Washington, Seattle, WA 98105, USA
- Division of Hospital Medicine, Seattle Children's Hospital, Seattle, WA 98105, USA
| | - Toshimasa Clark
- Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Carrie Marshall
- Department of Pathology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Bryan R Haugen
- Division of Endocrinology Metabolism and Diabetes, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | | | - Kristy Crooks
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Department of Pathology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Christopher Gignoux
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Trevor Cohen
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA 98195, USA
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15
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Cao S, Yin Y, Hu H, Hong S, He W, Lv W, Liu R, Li Y, Yu S, Xiao H. CircGLIS3 inhibits thyroid cancer invasion and metastasis through miR-146b-3p/AIF1L axis. Cell Oncol (Dordr) 2023; 46:1777-1789. [PMID: 37610691 DOI: 10.1007/s13402-023-00845-2] [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] [Accepted: 07/12/2023] [Indexed: 08/24/2023] Open
Abstract
PURPOSE Studies have shown that circRNA is involved in the occurrence and development of human cancers. However, it remains unclear that the contribution of circRNA in thyroid carcinoma and its role in the process of tumorigenesis. METHODS The expression profile of circRNA-miRNA-mRNA in thyroid carcinoma was detected by RNA sequencing and verified by qRT-PCR. The characteristics of circGLIS3 were verified by RNase R and actinomycin assays, subcellular fractionation, and fluorescence in situ hybridization. The functions of circGLIS3 and AIF1L were detected by wound healing, transwell, 3D culture and Western blot. RNA Immunoprecipitation (RIP), RNA pulldown and dual-luciferase reporter assays were used to verify the target genes of circGLIS3 and downstream miRNAs. Functional rescue experiments were performed by transfecting miRNA mimics or siRNA of target genes. Finally, metastatic mouse models were used to investigate circGLIS3 function in vivo. RESULTS In this study, we discovered a novel circRNA (has_circ_0007368, named as circGLIS3) by RNA sequencing. CircGLIS3 was down-regulated in thyroid carcinoma tissues and cells line, and was negatively associated with malignant clinical features of thyroid carcinoma. Functional studies found that circGLIS3 could inhibit the migration and invasion of thyroid carcinoma cells, and was related to the EMT process. Mechanistically, circGLIS3 can upregulate the expression of the AIF1L gene by acting as a miR-146b-3p sponge to inhibit the progression of thyroid carcinoma. CONCLUSION Our study identified circGLIS3 as a novel tumor suppressor in thyroid cancer, indicating the potential of circGLIS3 as a promising diagnostic and prognostic marker for thyroid cancer.
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Affiliation(s)
- Siting Cao
- Department of Endocrinology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Yali Yin
- Department of Endocrinology, Peking University Shenzhen Hospital, Shenzhen, 518036, China
| | - Huijuan Hu
- Department of Endocrinology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Shubin Hong
- Department of Endocrinology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Weiman He
- Department of Endocrinology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Weiming Lv
- Department of Breast and Thyroid Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Rengyun Liu
- Institute of Precision Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yanbing Li
- Department of Endocrinology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Shuang Yu
- Department of Endocrinology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China.
| | - Haipeng Xiao
- Department of Endocrinology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China.
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16
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Taliaferro LP, Agarwal RK, Coleman CN, DiCarlo AL, Hofmeyer KA, Loelius SG, Molinar-Inglis O, Tedesco DC, Satyamitra MM. Sex differences in radiation research. Int J Radiat Biol 2023; 100:466-485. [PMID: 37991728 PMCID: PMC10922591 DOI: 10.1080/09553002.2023.2283089] [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: 08/23/2023] [Accepted: 10/26/2023] [Indexed: 11/23/2023]
Abstract
PURPOSE The Sex Differences in Radiation Research workshop addressed the role of sex as a confounder in radiation research and its implication in real-world radiological and nuclear applications. METHODS In April 2022, HHS-wide partners from the Radiation and Nuclear Countermeasures Program, the Office of Research on Women's Health National Institutes of Health Office of Women's Health, U.S. Food and Drug Administration, and the Radiological and Nuclear Countermeasures Branch at the Biomedical Advanced Research and Development Authority conducted a workshop to address the scientific implication and knowledge gaps in understanding sex in basic and translational research. The goals of this workshop were to examine sex differences in 1. Radiation animal models and understand how these may affect radiation medical countermeasure development; 2. Biodosimetry and/or biomarkers used to assess acute radiation syndrome, delayed effects of acute radiation exposure, and/or predict major organ morbidities; 3. medical research that lacks representation from both sexes. In addition, regulatory policies that influence inclusion of women in research, and the gaps that exist in drug development and device clearance were discussed. Finally, real-world sex differences in human health scenarios were also considered. RESULTS This report provides an overview of the two-day workshop, and open discussion among academic investigators, industry researchers, and U.S. government representatives. CONCLUSIONS This meeting highlighted that current study designs lack the power to determine statistical significance based on sex, and much is unknown about the underlying factors that contribute to these differences. Investigators should accommodate both sexes in all stages of research to ensure that the outcome is robust, reproducible, and accurate, and will benefit public health.
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Affiliation(s)
- Lanyn P. Taliaferro
- Division of Allergy, Immunology, and Transplantation (DAIT), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Radiation and Nuclear Countermeasures Program (RNCP), Rockville, MD, USA
| | - Rajeev K. Agarwal
- Office of Research on Women’s Health (ORWH), Office of the Director, NIH, Rockville, MD, USA
| | - C. Norman Coleman
- Radiation Research Program Division of Cancer Treatment and Diagnosis, Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute (NCI) and Administration for Strategic Preparedness and Response (ASPR), U.S. Department of Health and Human Services (HHS), Washington, DC, USA
| | - Andrea L. DiCarlo
- Division of Allergy, Immunology, and Transplantation (DAIT), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Radiation and Nuclear Countermeasures Program (RNCP), Rockville, MD, USA
| | - Kimberly A. Hofmeyer
- Radiological and Nuclear Countermeasures Branch, Biomedical Advanced Research and Development Authority (BARDA), ASPR, HHS, Washington, DC, USA
| | - Shannon G. Loelius
- Radiological and Nuclear Countermeasures Branch, Biomedical Advanced Research and Development Authority (BARDA), ASPR, HHS, Washington, DC, USA
| | - Olivia Molinar-Inglis
- Previously RNCP, DAIT, NIAID, NIH; now Antivirals and Antitoxins Program, Division of CBRN Countermeasures, BARDA, ASPR, HHS, Washington, DC, USA
| | - Dana C. Tedesco
- Radiological and Nuclear Countermeasures Branch, Biomedical Advanced Research and Development Authority (BARDA), ASPR, HHS, Washington, DC, USA
| | - Merriline M. Satyamitra
- Division of Allergy, Immunology, and Transplantation (DAIT), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Radiation and Nuclear Countermeasures Program (RNCP), Rockville, MD, USA
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17
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Saha E, Fanfani V, Mandros P, Ben-Guebila M, Fischer J, Hoff-Shutta K, Glass K, DeMeo DL, Lopes-Ramos C, Quackenbush J. Bayesian Optimized sample-specific Networks Obtained By Omics data (BONOBO). BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.16.567119. [PMID: 38014256 PMCID: PMC10680741 DOI: 10.1101/2023.11.16.567119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Gene regulatory networks (GRNs) are effective tools for inferring complex interactions between molecules that regulate biological processes and hence can provide insights into drivers of biological systems. Inferring co-expression networks is a critical element of GRN inference as the correlation between expression patterns may indicate that genes are coregulated by common factors. However, methods that estimate co-expression networks generally derive an aggregate network representing the mean regulatory properties of the population and so fail to fully capture population heterogeneity. To address these concerns, we introduce BONOBO (Bayesian Optimized Networks Obtained By assimilating Omics data), a scalable Bayesian model for deriving individual sample-specific co-expression networks by recognizing variations in molecular interactions across individuals. For every sample, BONOBO assumes a Gaussian distribution on the log-transformed centered gene expression and a conjugate prior distribution on the sample-specific co-expression matrix constructed from all other samples in the data. Combining the sample-specific gene expression with the prior distribution, BONOBO yields a closed-form solution for the posterior distribution of the sample-specific co-expression matrices, thus making the method extremely scalable. We demonstrate the utility of BONOBO in several contexts, including analyzing gene regulation in yeast transcription factor knockout studies, prognostic significance of miRNA-mRNA interaction in human breast cancer subtypes, and sex differences in gene regulation within human thyroid tissue. We find that BONOBO outperforms other sample-specific co-expression network inference methods and provides insight into individual differences in the drivers of biological processes.
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Affiliation(s)
- Enakshi Saha
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Viola Fanfani
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Panagiotis Mandros
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Marouen Ben-Guebila
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Jonas Fischer
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Katherine Hoff-Shutta
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Kimberly Glass
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Dawn Lisa DeMeo
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Camila Lopes-Ramos
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - John Quackenbush
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
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Li YY, Li SJ, Liu MC, Chen Z, Li L, Shen F, Liu QZ, Xu B, Lian ZX. B cells and tertiary lymphoid structures are associated with survival in papillary thyroid cancer. J Endocrinol Invest 2023; 46:2247-2256. [PMID: 37004696 DOI: 10.1007/s40618-023-02072-w] [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: 09/25/2022] [Accepted: 03/14/2023] [Indexed: 04/04/2023]
Abstract
PURPOSE The function of B cells in papillary thyroid cancer (PTC) is controversial. The role of B-cell-related tertiary lymphoid structures (TLSs) is still unclear. Whether B cells exert their anti-tumor effect through forming TLS in PTC needs further investigation. METHODS We detected the percentage of B cells in PTC tissues by multi-parameter flow cytometry. Paraffin-embedded tumor tissues of 125 PTC patients were collected and stained with Haematoxylin-Eosin (H&E) for inflammatory infiltration analysis in combination with clinical features. Multiplexed immunohistochemistry (mIHC) was performed to verify the TLSs in above inflammatory infiltration. Correlation of B cells and TLSs with prognosis was analyzed using the TCGA database. RESULTS We observed that PTC patients with higher expression of B lineage cell genes had improved survival and the percentage of B cells in the PTC tumor tissues was variable. Moreover, PTC tumor tissues with more B cells were surrounded by immune cell aggregates of varying sizes. We furtherly confirmed the immune cell aggregates as TLSs with different maturation stages. By analyzing PTC data from TCGA database, we found the maturation stages of TLSs were associated with genders and clinical stages among PTC patients. Moreover, patients with high TLSs survived longer and had a better prognosis. CONCLUSION B cells are associated with the existence of TLSs which have different maturation stages in PTC. Both B cells and TLSs are associated with the survival rate of PTC. These observations indicate that the anti-tumor effects of B cells in PTC are associated with TLSs formation.
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Affiliation(s)
- Y-Y Li
- Department of Thyroid Surgery, the Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - S-J Li
- Department of Thyroid Surgery, the Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - M-C Liu
- School of Biomedical Sciences and Engineering, South China University of Technology, Guangzhou, China
| | - Z Chen
- Department of Thyroid Surgery, the Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - L Li
- Medical Research Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
| | - F Shen
- Department of Thyroid Surgery, the Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Q-Z Liu
- Chronic Disease Laboratory, School of Medicine, South China University of Technology, Guangzhou, Guangdong, China.
| | - B Xu
- Department of Thyroid Surgery, the Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, China.
| | - Z-X Lian
- Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
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Zhang L, Zhou M, Gao X, Xie Y, Xiao J, Liu T, Zeng X. Estrogen-related genes for thyroid cancer prognosis, immune infiltration, staging, and drug sensitivity. BMC Cancer 2023; 23:1048. [PMID: 37907864 PMCID: PMC10619281 DOI: 10.1186/s12885-023-11556-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 10/22/2023] [Indexed: 11/02/2023] Open
Abstract
BACKGROUND Thyroid cancer (THCA) has become increasingly common in recent decades, and women are three to four times more likely to develop it than men. Evidence shows that estrogen has a significant impact on THCA proliferation and growth. Nevertheless, the effects of estrogen-related genes (ERGs) on THCA stages, immunological infiltration, and treatment susceptibility have not been well explored. METHODS Clinicopathological and transcriptome data of patients with THCA from the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) were cleaned before consensus clustering. Differential expression analysis was performed on the genes expressed between THCA and paraneoplastic tissues in TCGA, and Wayne analysis was performed on the ERGs obtained from the Gene Set Enrichment Analysis MsigDB and differentially expressed genes (DEGs). Univariate Cox and least absolute shrinkage and selection operator (LASSO) analyses were used to identify the set of estrogen-related differentially expressed genes (ERDEGs) associated with progression-free intervals (PFI) and to establish a prediction model. Receiver operating characteristic curves were plotted to calculate the risk scores and PFI status to validate the predictive effect of the model. Enrichment analyses and immune infiltration analyses were performed to analyze DEGs between the high- and low-risk groups, and a nomogram plot was used in the risk model to predict the PFI of THCA. RESULTS The expression of 120 ERDEGs differed significantly between the two groups (P < 0.05). Five (CD24, CAV1, TACC1, TIPARP, and HSD17B10) of the eight ERDEGs identified using univariate Cox and LASSO regression were validated via RT-qPCR and immunohistochemistry analysis of clinical tissue samples and were used for clinical staging and drug sensitivity analysis. Risk-DEGs were shown to be associated with immune modulation and tumor immune evasion, as well as defense systems, signal transduction, the tumor microenvironment, and immunoregulation. In 19 of the 28 immune cells, infiltration levels differed between the high- and low-risk groups. High-risk patients in the immunotherapy dataset had considerably shorter survival times than low-risk patients. CONCLUSION We identified and confirmed eight ERDEGs using a systematic analysis and screened sensitive drugs for ERDEGs. These results provide molecular evidence for the involvement of ERGs in controlling the immunological microenvironment and treatment response in THCA.
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Affiliation(s)
- Leiying Zhang
- Suzhou Medical College of Soochow University, Suzhou, China
- The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - Man Zhou
- College of Pharmacy, Gannan Medical University, Ganzhou, China
| | - Xiaoni Gao
- The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - Yang Xie
- The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- Institute of Thyroid Diseases, Gannan Medical University, Ganzhou, China
- Ganzhou Key Laboratory of Thyroid Tumor, Ganzhou, China
| | - Junqi Xiao
- The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - Tao Liu
- The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- Beijing Business University, Beijing, China
| | - Xiangtai Zeng
- Suzhou Medical College of Soochow University, Suzhou, China.
- The First Affiliated Hospital of Gannan Medical University, Ganzhou, China.
- Institute of Thyroid Diseases, Gannan Medical University, Ganzhou, China.
- Ganzhou Key Laboratory of Thyroid Tumor, Ganzhou, China.
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20
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Hao Y, Zhong L. Feasibility study on individualized management of postoperative patients with differentiated thyroid cancer based on internet and programming technology. J Cancer Res Clin Oncol 2023; 149:12405-12412. [PMID: 37438541 DOI: 10.1007/s00432-023-05078-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 06/29/2023] [Indexed: 07/14/2023]
Abstract
PURPOSE To explore the feasibility of individualized management of postoperative patients with differentiated thyroid cancer by a mode based on internet and programming technology. METHODS The enrolled patients were randomly divided into the study group and the control group. The study group used a mobile application to collect patient information, evaluate the risk of thyroid cancer recurrence and levothyroxine medication risk, develop individual thyrotropin control targets, and push levothyroxine adjustment recommendations to patients. In the control group, the traditional outpatient follow-up mode was used. RESULTS Two hundred patients were randomly divided into the study group and the control group at a 1:1 ratio. There was no significant difference in the physical and chemical indices between the two groups at baseline. During the 1-year follow-up, there was no significant difference in the thyrotropin attainment rate, heart rate or bone mineral density between the study group and the control group. During the 2-year follow-up, the thyrotropin attainment rate of the study group was better than that of the control group. The total score of Symptom Checklist 90 of the study group was lower than the control group, and satisfaction with the treatment was significantly higher than that of the control group. CONCLUSION The management based on the internet and programming technology is not inferior to the traditional outpatient follow-up mode, and is beneficial to improve patients' quality of life, promote the implementation of the national graded diagnosis and treatment system and the grassroots management of chronic diseases.
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Affiliation(s)
- Yabin Hao
- Department of Endocrinology, Beijing Tiantan Hospital, Capital Medical University, No. 119 Nansihuan West Road, Fengtai District, Beijing, 100070, China
- Department of Endocrinology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - LiYong Zhong
- Department of Endocrinology, Beijing Tiantan Hospital, Capital Medical University, No. 119 Nansihuan West Road, Fengtai District, Beijing, 100070, China.
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21
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Yuan Q, Fan Y, Liu Z, Wang X, Jia M, Dong Y, Geng Z, Zheng J, Lu X. Pleckstrin homology and RhoGEF domain containing G4 (PLEKHG4) leads to the activation of RhoGTPases promoting the malignant phenotypes of thyroid cancer. Apoptosis 2023; 28:1315-1331. [PMID: 37336836 DOI: 10.1007/s10495-023-01861-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/30/2023] [Indexed: 06/21/2023]
Abstract
Thyroid cancer (TC) is one of the most common endocrine system cancers, and its incidence is elevating. There is an urgent need to develop a deeper understanding of TC pathogenesis and explore new therapeutic target for its treatment. This study aimed to investigate the effects of pleckstrin homology and RhoGEF domain containing G4 (PLEKHG4) on the progression of TC. Herein, 29 pairs of TC and adjacent tissues were used to assess the expression of PLEKHG4. A xenograft model of mouse was established by subcutaneously injected with TC cells. Lung metastasis model was established through left ventricular injection. The results revealed that PLEKHG4 was up-regulated in human TC tissues. PLEKHG4 level was correlated with clinicopathological parameters of TC patients. In vitro assays revealed that PLEKHG4 promoted TC cell proliferation, migration, invasion, and epithelial-mesenchymal transformation. Knockdown of PLEKHG4 led to the opposite effects, and the loss of PLEKHG4 enhanced the apoptosis ability and inhibited the stemness properties of TC cells. These findings were further confirmed by the in vivo growth and lung metastasis of TC tumor. Mechanistically, PLEKHG4 promoted the activation of RhoGTPases RhoA, Cdc42, and Rac1. The inhibitors of these RhoGTPases reversed the PLEKHG4-induced malignant phenotypes. Additionally, ubiquitin-conjugating enzyme E2O (UBE2O), a large E2 ubiquitin-conjugating enzyme acted as an ubiquitin enzyme of PLEKHG4, facilitated its ubiquitination and degradation. In conclusion, PLEKHG4, regulated by UBE2O, promoted the thyroid cancer progression via activating the RhoGTPases pathway. UBE2O/PLEKHG4/RhoGTPases axis is expected to be a novel a therapeutic target for TC treatment.
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Affiliation(s)
- Qingling Yuan
- Department of Thyroid Surgery, The First Affiliated Hospital of Zhengzhou University, 1# Jianshe East Road, Zhengzhou, Henan, China.
| | - Yuxia Fan
- Department of Thyroid Surgery, The First Affiliated Hospital of Zhengzhou University, 1# Jianshe East Road, Zhengzhou, Henan, China
| | - Zheng Liu
- Department of Thyroid Surgery, The First Affiliated Hospital of Zhengzhou University, 1# Jianshe East Road, Zhengzhou, Henan, China
| | - Xiaoming Wang
- Department of Thyroid Surgery, The First Affiliated Hospital of Zhengzhou University, 1# Jianshe East Road, Zhengzhou, Henan, China
| | - Meng Jia
- Department of Thyroid Surgery, The First Affiliated Hospital of Zhengzhou University, 1# Jianshe East Road, Zhengzhou, Henan, China
| | - Yongqiang Dong
- Department of Thyroid Surgery, The First Affiliated Hospital of Zhengzhou University, 1# Jianshe East Road, Zhengzhou, Henan, China
| | - Zushi Geng
- Department of Thyroid Surgery, The First Affiliated Hospital of Zhengzhou University, 1# Jianshe East Road, Zhengzhou, Henan, China
| | - Jian Zheng
- Department of Thyroid Surgery, The First Affiliated Hospital of Zhengzhou University, 1# Jianshe East Road, Zhengzhou, Henan, China
| | - Xiubo Lu
- Department of Thyroid Surgery, The First Affiliated Hospital of Zhengzhou University, 1# Jianshe East Road, Zhengzhou, Henan, China.
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Malapure SS, Oommen S, Bhushan S, Suresh S, Devaraja K. Association of Neutrophil-to-Lymphocyte Ratio and Lymphocyte-to-Monocyte Ratio with Clinicopathological Features and Short-Term Outcome in Well-Differentiated Thyroid Cancer. Indian J Nucl Med 2023; 38:313-319. [PMID: 38390543 PMCID: PMC10880857 DOI: 10.4103/ijnm.ijnm_35_23] [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: 03/19/2023] [Accepted: 03/30/2023] [Indexed: 02/24/2024] Open
Abstract
Purpose of the Study To assess the association of inflammatory markers with known risk factors and short-term outcome of well-differentiated thyroid cancer. Materials and Methods Well-differentiated nonmetastatic thyroid cancer patients diagnosed and treated between September 2015 and December 2019 at Kasturba Hospital, Manipal, India, were retrieved for the study. Patients' presurgical blood parameters were noted, and neurtrophil-to-lymphocyte ratio (NLR) and lymphocyte-to-monocyte ratio (LMR) were calculated. Clinicopathological details along with tumor markers at baseline and at 6 months' follow-up were tabulated. Patients were categorized as complete disease clearance if their clinical examination was normal, stimulated thyroglobulin (Tg) was <1 ng/ml, Anti-thyroglobulin antibodies <65 IU/L or showing a decreasing trend, and follow-up I-131 whole-body scan was negative. The association of the inflammatory markers with known risk factors and short-term outcomes were compared. Results A total of 272 patients were analyzed in the study. The median NLR in our study cohort was 2.55 (mean = 3.96 with standard deviation [SD] =4.20) and the median LMR was 3.72 (mean = 3.79 with SD = 1.94). The disease clearance rate of our study cohort was 73.9%. The median NLR (2.4 vs. 3.1) and LMR (3.13 vs. 3.93) were significantly different among the patients with complete disease clearance and those with persistent disease (P = 0.008 and P = 0.003, respectively). The known risk factors such as multifocality (P = 0.04), tumor size (P = 0.013), lymph node metastases (P = 0.001), and baseline Tg (P ≤ 0.001) were significantly associated with persistent disease at 6 months. The NLR showed a positive correlation and LMR had a negative correlation with the known risk factors, however, the associations were not statistically significant. Conclusions The NLR and LMR are simple yet potential prognostic tools in well-differentiated thyroid cancer.
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Affiliation(s)
- Sumeet Suresh Malapure
- Department of Nuclear Medicine, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Sibi Oommen
- Department of Nuclear Medicine, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Shivanand Bhushan
- Department of Nuclear Medicine, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Sucharitha Suresh
- Department of Community Medicine, Father Muller Medical College, Mangalore, Karnataka, India
| | - K. Devaraja
- Division of Head and Neck Surgery, Department of ORL-HNS Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
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23
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Bae CY, Kim BS, Jee SH, Lee JH, Nguyen ND. A Study on Survival Analysis Methods Using Neural Network to Prevent Cancers. Cancers (Basel) 2023; 15:4757. [PMID: 37835451 PMCID: PMC10571885 DOI: 10.3390/cancers15194757] [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: 08/22/2023] [Revised: 09/15/2023] [Accepted: 09/20/2023] [Indexed: 10/15/2023] Open
Abstract
Background: Cancer is one of the main global health threats. Early personalized prediction of cancer incidence is crucial for the population at risk. This study introduces a novel cancer prediction model based on modern recurrent survival deep learning algorithms. Methods: The study includes 160,407 participants from the blood-based cohort of the Korea Cancer Prevention Research-II Biobank, which has been ongoing since 2004. Data linkages were designed to ensure anonymity, and data collection was carried out through nationwide medical examinations. Predictive performance on ten cancer sites, evaluated using the concordance index (c-index), was compared among nDeep and its multitask variation, Cox proportional hazard (PH) regression, DeepSurv, and DeepHit. Results: Our models consistently achieved a c-index of over 0.8 for all ten cancers, with a peak of 0.8922 for lung cancer. They outperformed Cox PH regression and other survival deep neural networks. Conclusion: This study presents a survival deep learning model that demonstrates the highest predictive performance on censored health dataset, to the best of our knowledge. In the future, we plan to investigate the causal relationship between explanatory variables and cancer to reduce cancer incidence and mortality.
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Affiliation(s)
- Chul-Young Bae
- Mediage Research Center, Seongnam-si 13449, Republic of Korea
| | - Bo-Seon Kim
- Mediage Research Center, Seongnam-si 13449, Republic of Korea
| | - Sun-Ha Jee
- Department of Epidemiology and Health Promotion, Institute for Health Promotion, Graduate School of Public Health, Yonsei University, Seoul 03722, Republic of Korea
| | - Jong-Hoon Lee
- Moadata AI Labs, Seongnam-si 13449, Republic of Korea
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Shimura H, Yokoya S, Suzuki S, Iwadate M, Suzuki S, Matsuzuka T, Suzuki S, Hayashi F, Nagao M, Ohira T, Yasumura S, Ohto H, Kamiya K. Confounding factors and biases involved in regional differences in the detection rate of thyroid cancer in the second-round Thyroid Ultrasound Examination: the Fukushima Health Management Survey. JOURNAL OF RADIATION RESEARCH 2023; 64:761-768. [PMID: 37429608 PMCID: PMC10516727 DOI: 10.1093/jrr/rrad044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 05/01/2023] [Indexed: 07/12/2023]
Abstract
In response to concerns about health due to radiation exposure, the Fukushima Prefecture launched the Thyroid Ultrasound Examination program for residents aged 0-18 years at the time of the earthquake. Herein, we considered the confounding factors involved in the regional differences in the development of thyroid cancer. In this study, the 242 065 individuals who participated in both first- and second-round surveys were classified into four groups by address according to their air radiation dose. The number of participants diagnosed as malignant or suspicious for malignancy by cytological examination were 17, 38, 10 and 4 with detection rates of 53.8, 27.8, 21.7 and 14.5 per 100 000 participants in Regions 1, 2, 3 and 4, respectively. Sex (P = 0.0400), age at the time of the primary examination (P < 0.0001) and interval between the first- and second-round surveys (P < 0.0001) were significantly different among the four regions, and these were suspected to be confounding factors affecting regional differences in malignant nodule detection rates. In addition, significant regional differences were observed in the participation rate in the confirmatory examination (P = 0.0037) and the fine needle aspiration cytology implementation rate (P = 0.0037), which could be potential biases. No significant regional differences in the detection of malignant nodules were found in the multivariate logistic regression analysis after adjusting for the survey interval alone or for sex, age and survey interval. The confounding factors and biases identified in this study that may have important impacts on thyroid cancer detection rate should be fully considered in future studies.
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Affiliation(s)
- Hiroki Shimura
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
- Department of Laboratory Medicine, Fukushima Medical University Fukushima School of Medicine, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
| | - Susumu Yokoya
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
- Thyroid and Endocrine Center, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
| | - Satoru Suzuki
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
| | - Manabu Iwadate
- Department of Thyroid and Endocrinology, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
- Department of Surgery, Minamisoma Municipal General Hospital, 2-54-6 Takamicho, Haramachi-ku, Minamisoma City, Fukushima 975-0033, Japan
| | - Satoshi Suzuki
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
- Department of Thyroid and Endocrinology, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
| | - Takashi Matsuzuka
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
- Department of Otolaryngology, School of Medicine, Asahi University Hospital, 3-23, Hashimoto-cho, Gifu City, Gifu 500-8523, Japan
| | - Shinichi Suzuki
- Department of Thyroid Therapeutic Surgery, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
| | - Fumikazu Hayashi
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
- Department of Epidemiology, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
| | - Masanori Nagao
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
- Department of Epidemiology, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
| | - Tetsuya Ohira
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
- Department of Epidemiology, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
| | - Seiji Yasumura
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
- Department of Public Health, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
| | - Hitoshi Ohto
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
| | - Kenji Kamiya
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
- Research Institute for Radiation Biology and Medicine, Hiroshima, University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, Hiroshima 734-8553, Japan
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Tichanek F, Försti A, Liska V, Hemminki O, Koskinen A, Hemminki A, Hemminki K. Early mortality critically impedes improvements in thyroid cancer survival through a half century. Eur J Endocrinol 2023; 189:355-362. [PMID: 37675794 DOI: 10.1093/ejendo/lvad117] [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: 03/08/2023] [Revised: 04/18/2023] [Accepted: 07/03/2023] [Indexed: 09/08/2023]
Abstract
OBJECTIVES We analyze survival in thyroid cancer from Denmark (DK), Finland (FI), Norway (NO), and Sweden (SE) over a 50-year period (1971-2020), and additionally consider concomitant changes in incidence and mortality. DESIGN Population-based survival study. METHODS Relative 1-, 5/1 (conditional)-, and 5-year survival data were obtained from the NORDCAN database for years 1971-2020. Incidence and mortality rates were also assessed. RESULTS A novel consistent observation was that 1-year survival was worse than 5/1-year survival but the difference between these decreased with time. Relative 1-year survival in thyroid cancer (mean for the 4 countries) reached 92.7% for men and 95.6% for women; 5-year survival reached 88.0% for men and 93.7% for women. Survival increased most for DK which started at a low level and reached the best survival at the end. Male and female incidence rates for thyroid cancer increased 3- and 4-fold, respectively. In the same time, mortality halved for men and for women, it decreased by 2/3. CONCLUSIONS We documented worse relative survival in the first year than in the 4 subsequent years, most likely because of rare anaplastic cancer. Overall survival in thyroid cancer patients increased in the Nordic countries in the course of 50 years; 5-year survival was close to 90% for men and close to 95% for women. Even though overdiagnosis may explain some of 5-year survival increase, it is unlikely to influence the substantial increase in 1-year survival. The unmet need is to increase 1-year survival by diagnosing and treating aggressive tumors before metastatic spread.
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Affiliation(s)
- Filip Tichanek
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University in Prague, Alej Svobody 76, 30605 Pilsen, Czech Republic
- Institute of Pathological Physiology, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Asta Försti
- Hopp Children's Cancer Center (KiTZ), Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Vaclv Liska
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University in Prague, Alej Svobody 76, 30605 Pilsen, Czech Republic
- Department of Surgery, University Hospital, Faculty of Medicine in Pilsen, Charles University in Prague, 30605 Pilsen, Czech Republic
| | - Otto Hemminki
- Cancer Gene Therapy Group, Translational Immunology Research Program, University of Helsinki, Finland
- Department of Urology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Anni Koskinen
- Department of Otorhinolaryngology-Head and Neck Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Akseli Hemminki
- Cancer Gene Therapy Group, Translational Immunology Research Program, University of Helsinki, Finland
- Comprehensive Cancer Center, Helsinki University Hospital, Helsinki, Finland
| | - Kari Hemminki
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University in Prague, Alej Svobody 76, 30605 Pilsen, Czech Republic
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, D-69120 Heidelberg, Germany
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Wei T, Wei W, Ma Q, Shen Z, Lu K, Zhu X. Development of a Clinical-Radiomics Nomogram That Used Contrast-Enhanced Ultrasound Images to Anticipate the Occurrence of Preoperative Cervical Lymph Node Metastasis in Papillary Thyroid Carcinoma Patients. Int J Gen Med 2023; 16:3921-3932. [PMID: 37662506 PMCID: PMC10474867 DOI: 10.2147/ijgm.s424880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 08/15/2023] [Indexed: 09/05/2023] Open
Abstract
Background and Objectives Papillary thyroid carcinoma (PTC) is a prevalent histological type of thyroid cancer; however, noninvasive assessment of cervical lymph node metastasis (LNM) poses a challenge. This study aims to develop a novel clinical-radiomics nomogram that utilizes ultrasound (US) images to predict the presence of cervical LNM metastasis in patients with PTC. Methods A total of 423 patients with PTC were recruited to participate in this study between January 2020 and December 2022, of which 282 were classified into the training group and 141 patients were classified into the validation set. Contrast-enhanced ultrasound (CEUS) and B-mode ultrasound (BMUS) images were subjected to radiomic analysis, leading to the extraction of 912 radiomic features. Thereafter, a radiomics score (Radscore) was developed to effectively integrate the information derived from BMUS and CEUS modalities. Univariate and multivariate backward stepwise logistic regression analysis techniques were used to construct the clinical and clinical-radiomics models, respectively. Results The findings revealed that the clinical-radiomics nomogram incorporated age, sex, CEUS Radscore, and US-reported LNM as risk factors. The nomogram demonstrated good performance using data from the training (AUC = 0.891) and validation (AUC = 0.870) sets. The decision curve analysis implied that this nomogram exhibited good clinical utility, which was further supported by the results of the calibration curves and Hosmer-Lemeshow test. Conclusion The CEUS Radscore-based clinical radiomics nomogram could serve as a valuable tool for predicting cervical LNM metastasis in patients with PTC, thereby tailoring individualized treatment strategies for them.
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Affiliation(s)
- Tianjun Wei
- School of Continuing Education, Anhui Medical University, Hefei, 230032, People’s Republic of China
- Department of Ultrasound, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241001, People’s Republic of China
| | - Wei Wei
- Department of Ultrasound, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241001, People’s Republic of China
| | - Qiang Ma
- Department of Ultrasound, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241001, People’s Republic of China
| | - Zhongbing Shen
- Department of Ultrasound, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241001, People’s Republic of China
| | - Kebing Lu
- Department of Ultrasound, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241001, People’s Republic of China
| | - Xiangming Zhu
- School of Continuing Education, Anhui Medical University, Hefei, 230032, People’s Republic of China
- Department of Ultrasound, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241001, People’s Republic of China
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Lampropoulou E, Brandenburg T, Führer D. [Diseases of the thyroid gland in men and women-Status quo and new research needs]. INNERE MEDIZIN (HEIDELBERG, GERMANY) 2023; 64:758-765. [PMID: 37462691 DOI: 10.1007/s00108-023-01553-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/07/2023] [Indexed: 07/25/2023]
Abstract
"Diseases of the thyroid gland occur more frequently in women": this statement has been used in textbooks for decades; however, is this equally true for all thyroid gland diseases and can conclusions be derived from this for a different disease relevance and prognosis in men and women? Is possibly even a sex-specific treatment needed? These questions are taken up and subsequently the epidemiological data and studies that have investigated the influence of gender on the course of thyroid gland diseases are taken into consideration. It is shown that the data situation is much more restricted than is to be expected for frequent diseases in the general population.
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Affiliation(s)
- E Lampropoulou
- Klinik für Endokrinologie, Diabetologie und Stoffwechsel, Universitätsklinikum Essen, Hufelandstraße 55, 45147, Essen, Deutschland.
- Endokrines Tumorzentrum mit ENETS Center of Excellence, Westdeutsches Tumorzentrum (WTZ) Essen, Essen, Deutschland.
| | - T Brandenburg
- Klinik für Endokrinologie, Diabetologie und Stoffwechsel, Universitätsklinikum Essen, Hufelandstraße 55, 45147, Essen, Deutschland.
- Endokrines Tumorzentrum mit ENETS Center of Excellence, Westdeutsches Tumorzentrum (WTZ) Essen, Essen, Deutschland.
| | - D Führer
- Klinik für Endokrinologie, Diabetologie und Stoffwechsel, Universitätsklinikum Essen, Hufelandstraße 55, 45147, Essen, Deutschland
- Endokrines Tumorzentrum mit ENETS Center of Excellence, Westdeutsches Tumorzentrum (WTZ) Essen, Essen, Deutschland
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28
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Denaro N, Romanò R, Alfieri S, Dolci A, Licitra L, Nuzzolese I, Ghidini M, Bareggi C, Bertaglia V, Solinas C, Garrone O. The Tumor Microenvironment and the Estrogen Loop in Thyroid Cancer. Cancers (Basel) 2023; 15:cancers15092458. [PMID: 37173925 PMCID: PMC10177023 DOI: 10.3390/cancers15092458] [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: 01/31/2023] [Revised: 03/31/2023] [Accepted: 04/20/2023] [Indexed: 05/15/2023] Open
Abstract
Thyroid cancer (TC) cells employ multiple signaling pathways, such as PI3K/AKT/mTOR and RAS/Raf/MAPK, fostering cell proliferation, survival and metastasis. Through a complex interplay with immune cells, inflammatory mediators and stroma, TC cells support an immunosuppressive, inflamed, pro-carcinogenic TME. Moreover, the participation of estrogens in TC pathogenesis has previously been hypothesized, in view of the higher TC incidence observed among females. In this respect, the interactions between estrogens and the TME in TC could represent a relevant, unexplored area of research. We thereby collectively reviewed the available evidence concerning the potential carcinogenic role of estrogens in TC, specifically focusing on their crosstalk with the TME.
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Affiliation(s)
- Nerina Denaro
- Medical Oncology, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Rebecca Romanò
- Head and Neck Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Salvatore Alfieri
- Head and Neck Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Alessia Dolci
- Endocrinology Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Lisa Licitra
- Head and Neck Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
- Department of Hematology and Oncology, University of Milan, 20122 Milan, Italy
| | - Imperia Nuzzolese
- Head and Neck Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Michele Ghidini
- Medical Oncology, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Claudia Bareggi
- Medical Oncology, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Valentina Bertaglia
- Department of Oncology, University of Turin, S. Luigi Gonzaga Hospital, 10043 Orbassano, Italy
| | - Cinzia Solinas
- Medical Oncology, AOU Cagliari, Policlinico di Monserrato, 09042 Cagliari, Italy
| | - Ornella Garrone
- Medical Oncology, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
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Prognosis of thyroid carcinoma patients with osseous metastases: an SEER-based study with machine learning. Ann Nucl Med 2023; 37:289-299. [PMID: 36867400 DOI: 10.1007/s12149-023-01826-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Accepted: 02/09/2023] [Indexed: 03/04/2023]
Abstract
OBJECTIVE Osseous metastasis (OM) is the second most common site of thyroid cancer distant metastasis and presents a poor prognosis. Accurate prognostic estimation for OM has clinical significance. Ascertain the risk factors for survival and develop an effective model to predict the 3-year, 5-year overall survival (OS) and cancer-specific survival (CSS) for thyroid cancer patients with OM. METHODS We retrieved the information of patients with OMs between 2010 and 2016 from the Surveillance, Epidemiology, and End Result Program. The Chi-square test, and univariate and multivariate Cox regression analyses were performed. Four machine learning (ML) algorithms, which were most commonly used in this field, were applied. RESULT A total of 579 patients having OMs were eligible. Advanced age, tumor size ≥ 40 mm, combined with other distant metastasis were associated with worse OS in DTC OMs patients. Radioactive iodine (RAI) significantly improved CSS in both males and females. Among four ML models [logistic regression, support vector machines, extreme gradient boosting, and random forest (RF)], RF had the best performance [area under the receiver-operating characteristic curve: 0.9378 for 3-year CSS, 0.9105 for 5-year CSS, 0.8787 for 3-year OS, 0.8909 for 5-year OS]. The accuracy and specificity of RF were also the best. CONCLUSIONS RF model shall be used to establish an accurate prognostic model for thyroid cancer patients with OM, not only from the SEER cohort but also intended for all thyroid cancer patients in the general population, which may be applicable in clinical practice in the future.
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30
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Liu Q, Ma B, Song M, Sun W, Zhang H. Age-dependent changes in the prognostic advantage of papillary thyroid cancer in women: A SEER-based study. Clin Endocrinol (Oxf) 2023. [PMID: 36806120 DOI: 10.1111/cen.14896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 02/14/2023] [Accepted: 02/16/2023] [Indexed: 02/20/2023]
Abstract
BACKGROUND Papillary thyroid cancer (PTC) is more prevalent in women, and women show a better prognosis than men; however, the factors contributing to this prognostic difference are confounding. Therefore, we aimed to investigate the effect of the interaction between sex and age on the prognosis of PTC. METHODS A total of 108,459 patients with PTC were retrospectively analysed, and Cox-regression models were used to assess differences in disease specific survival (DSS) by sex, with inverse probability of treatment weighting (IPTW) to control for between-group differences in prognosis by sex due to age change. Restricted cubic splines were used to analyse prognostic differences between sexes for papillary thyroid microcarcinoma (PTMC) and PTC. Multiple mediation analyses were used to assess the direct or indirect effect of sex on DSS. RESULTS The DSS was higher for women than men (98.6% vs. 95.4%, χ2 = 458.57, p < .001). After IPTW adjustment, the DSS of women was better than that of men (HR = 0.67, 0.60-0.76). In the subgroup analysis, women had an advantage in DSS across most age intervals (crude HR = 0.166 [0.082-0.337], p < .001, IPTW-adjusted HR = 0.331 [0.161-0.681], p < .001). The difference between the two gradually narrowed with increasing age, and the prognosis of women was better than that of men in PTMC, while this advantage was not obvious in PTC. CONCLUSIONS The overall PTC prognosis of women is better than that of men, but the prognostic advantage of women diminishes with age and tumour growth. These differences in prognosis may be due to some indirect factors caused by different sexes.
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Affiliation(s)
- Qi Liu
- Department of Thyroid Surgery, The First Hospital of China Medical University, Shenyang, China
| | - Bing Ma
- Department of Clinical Epidemiology and Evidence-Based Medicine, The First Hospital of China Medical University, Shenyang, China
| | - Mingyuan Song
- Department of Thyroid Surgery, The First Hospital of China Medical University, Shenyang, China
| | - Wei Sun
- Department of Thyroid Surgery, The First Hospital of China Medical University, Shenyang, China
| | - Hao Zhang
- Department of Thyroid Surgery, The First Hospital of China Medical University, Shenyang, China
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31
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Selenium, Iodine and Iron-Essential Trace Elements for Thyroid Hormone Synthesis and Metabolism. Int J Mol Sci 2023; 24:ijms24043393. [PMID: 36834802 PMCID: PMC9967593 DOI: 10.3390/ijms24043393] [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: 12/30/2022] [Revised: 01/16/2023] [Accepted: 01/31/2023] [Indexed: 02/11/2023] Open
Abstract
The adequate availability and metabolism of three essential trace elements, iodine, selenium and iron, provide the basic requirements for the function and action of the thyroid hormone system in humans, vertebrate animals and their evolutionary precursors. Selenocysteine-containing proteins convey both cellular protection along with H2O2-dependent biosynthesis and the deiodinase-mediated (in-)activation of thyroid hormones, which is critical for their receptor-mediated mechanism of cellular action. Disbalances between the thyroidal content of these elements challenge the negative feedback regulation of the hypothalamus-pituitary-thyroid periphery axis, causing or facilitating common diseases related to disturbed thyroid hormone status such as autoimmune thyroid disease and metabolic disorders. Iodide is accumulated by the sodium-iodide-symporter NIS, and oxidized and incorporated into thyroglobulin by the hemoprotein thyroperoxidase, which requires local H2O2 as cofactor. The latter is generated by the dual oxidase system organized as 'thyroxisome' at the surface of the apical membrane facing the colloidal lumen of the thyroid follicles. Various selenoproteins expressed in thyrocytes defend the follicular structure and function against life-long exposure to H2O2 and reactive oxygen species derived therefrom. The pituitary hormone thyrotropin (TSH) stimulates all processes required for thyroid hormone synthesis and secretion and regulates thyrocyte growth, differentiation and function. Worldwide deficiencies of nutritional iodine, selenium and iron supply and the resulting endemic diseases are preventable with educational, societal and political measures.
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32
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Zhang L, Zhang J, Fan S, Zhong Y, Li J, Zhao Y, Ni S, Liu J, Wu Y. A case-control study of urinary concentrations of bisphenol A, bisphenol F, and bisphenol S and the risk of papillary thyroid cancer. CHEMOSPHERE 2023; 312:137162. [PMID: 36347349 DOI: 10.1016/j.chemosphere.2022.137162] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 11/03/2022] [Accepted: 11/04/2022] [Indexed: 06/16/2023]
Abstract
The incidence of thyroid cancer (TC), especially papillary thyroid cancer (PTC), has dramatically increased globally. Whereas some endocrine disruptors have been linked to neoplastic processes, the associations between human exposure to bisphenol analogs and the risk of TC remain unclear. This present case-control study examined the associations between the urinary concentrations of bisphenol A (BPA) and other bisphenols, namely bisphenol F (BPF) and bisphenol S (BPS), and the risk of PTC. After adjusting for confounders and creatinine standardization, significantly positive associations were observed for BPF (odds ratio [OR] = 1.80, 95% confidence interval [CI] = 1.27-2.54), but negative associations observed for BPA (OR = 0.38, 95% CI = 0.19-0.77) and BPS (OR = 0.63, 95% CI = 0.43-0.93), in the total population. However, after stratification by age and smoking, statistical significance was retained only in non-smoking women, suggesting the adverse effects of BPF exposure on PTC risk, especially in women. These findings require replication and confirmation in further research.
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Affiliation(s)
- Lei Zhang
- Research Unit of Food Safety, Chinese Academy of Medical Sciences (No. 2019RU014); NHC Key Lab of Food Safety Risk Assessment, China National Center for Food Safety Risk Assessment (CFSA), Beijing 100022, China
| | - Jiahuai Zhang
- Center for Clinical Laboratory, Capital Medical University, Beijing 100069, China
| | - Sai Fan
- Beijing Center for Disease Prevention and Control, Beijing Research Center for Preventive Medicine, Beijing 100013, China
| | - Yuxin Zhong
- Department of Pancreatic and Gastric Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jingguang Li
- Research Unit of Food Safety, Chinese Academy of Medical Sciences (No. 2019RU014); NHC Key Lab of Food Safety Risk Assessment, China National Center for Food Safety Risk Assessment (CFSA), Beijing 100022, China
| | - Yunfeng Zhao
- Research Unit of Food Safety, Chinese Academy of Medical Sciences (No. 2019RU014); NHC Key Lab of Food Safety Risk Assessment, China National Center for Food Safety Risk Assessment (CFSA), Beijing 100022, China
| | - Song Ni
- Department of Head and Neck Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Science, Peking Union Medical College, Beijing 100021, China; Department of Head and Neck Surgery, Hebei Cancer Hospital, Chinese Academy of Medical Sciences, Langfang 065001, China.
| | - Jiaying Liu
- Department of Nutrition and Health, China Agricultural University, Beijing 100083, China.
| | - Yongning Wu
- Research Unit of Food Safety, Chinese Academy of Medical Sciences (No. 2019RU014); NHC Key Lab of Food Safety Risk Assessment, China National Center for Food Safety Risk Assessment (CFSA), Beijing 100022, China
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Min Y, Liu Z, Huang R, Li R, Jin J, Wei Z, He L, Pei Y, Li N, Su Y, Hu X, Peng X. Survival outcomes following treatment delays among patients with early-stage female cancers: a nationwide study. J Transl Med 2022; 20:560. [PMID: 36463201 PMCID: PMC9719121 DOI: 10.1186/s12967-022-03719-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 10/21/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND The coronavirus disease 2019 (COVID-19) severely hindered the timely receipt of health care for patients with cancer, especially female patients. Depression and anxiety were more pronounced in female patients than their male counterparts with cancer during treatment wait-time intervals. Herein, investigating the impact of treatment delays on the survival outcomes of female patients with early-stage cancers can enhance the rational and precise clinical decisions of physicians. METHODS We analyzed five types of cancers in women from the Surveillance, Epidemiology, and End Results (SEER) program between Jan 2010 and Dec 2015. Univariate and multivariate Cox regression analyses were used to determine the impacts of treatment delays on the overall survival (OS) and cancer-specific survival (CSS) of the patients. RESULTS A total of 241,661 females with early-stage cancer were analyzed (12,617 cases of non-small cell lung cancer (NSCLC), 166,051 cases of infiltrating breast cancer, 31,096 cases of differentiated thyroid cancer, 23,550 cases of colorectal cancer, and 8347 cases of cervical cancer). Worse OS rates were observed in patients with treatment delays ≥ 3 months in stage I NSCLC (adjustedHazard ratio (HR) = 1.11, 95% Confidence Interval (CI): 1.01-1.23, p = 0.044) and stage I infiltrating breast cancer (adjustedHR = 1.23, 95% CI 1.11-1.37, p < 0.001). When the treatment delay intervals were analyzed as continuous variables, similar results were observed in patients with stage I NSCLC (adjustedHR = 1.04, 95% CI 1.01-1.06, p = 0.010) and in those with stage I breast cancer (adjustedHR = 1.03, 95% CI 1.00-1.06, p = 0.029). However, treatment delays did not reduce the OS of patients with differentiated thyroid cancer, cervical cancer, or colorectal cancer in the early-stage. Only intermediate treatment delays impaired the CSS of patients with cervical cancer in stage I (adjustedHR = 1.31, 95% CI 1.02-1.68, p = 0.032). CONCLUSION After adjusting for confounders, the prolonged time from diagnosis to the initiation of treatment (< 6 months) showed limited negative effects on the survival of most of the patients with early-stage female cancers. Whether our findings serve as evidence supporting the treatment deferral decisions of clinicians for patients with different cancers in resource-limited situations needs further validation.
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Affiliation(s)
- Yu Min
- grid.13291.380000 0001 0807 1581Department of Biotherapy and National Clinical Research Center for Geriatrics, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan China
| | - Zheran Liu
- grid.13291.380000 0001 0807 1581Department of Biotherapy and National Clinical Research Center for Geriatrics, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan China
| | - Rendong Huang
- grid.506977.a0000 0004 1757 7957School of Nursing, Hangzhou Medical College, Hangzhou, Zhejiang China
| | - Ruidan Li
- grid.13291.380000 0001 0807 1581Department of Biotherapy and National Clinical Research Center for Geriatrics, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan China
| | - Jing Jin
- grid.13291.380000 0001 0807 1581Department of Biotherapy and National Clinical Research Center for Geriatrics, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan China
| | - Zhigong Wei
- grid.13291.380000 0001 0807 1581Department of Biotherapy and National Clinical Research Center for Geriatrics, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan China
| | - Ling He
- grid.13291.380000 0001 0807 1581Department of Biotherapy and National Clinical Research Center for Geriatrics, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan China
| | - Yiyan Pei
- grid.13291.380000 0001 0807 1581Department of Biotherapy and National Clinical Research Center for Geriatrics, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan China
| | - Ning Li
- grid.410745.30000 0004 1765 1045Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu China
| | - Yongllin Su
- grid.13291.380000 0001 0807 1581Department of Rehabilitation, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan China
| | - Xiaolin Hu
- grid.13291.380000 0001 0807 1581West China School of Nursing, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan China
| | - Xingchen Peng
- grid.13291.380000 0001 0807 1581Department of Biotherapy and National Clinical Research Center for Geriatrics, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan China
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Lee EK, Moon JH, Hwangbo Y, Ryu CH, Cho SW, Choi JY, Chung EJ, Jeong WJ, Jung YS, Ryu J, Kim SJ, Kim MJ, Kim YK, Lee CY, Lee JY, Yu HW, Hah JH, Lee KE, Lee YJ, Park SK, Park DJ, Kim JH, Park YJ. Progression of Low-Risk Papillary Thyroid Microcarcinoma During Active Surveillance: Interim Analysis of a Multicenter Prospective Cohort Study of Active Surveillance on Papillary Thyroid Microcarcinoma in Korea. Thyroid 2022; 32:1328-1336. [PMID: 36205563 PMCID: PMC9700369 DOI: 10.1089/thy.2021.0614] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Background: Active surveillance (AS) is an alternative to thyroidectomy for the management of low-risk papillary thyroid microcarcinoma (PTMC). However, prospective AS data collected from diverse populations are needed. Methods: This multicenter prospective cohort study enrolled patients from three referral hospitals in Korea. The participants were self-assigned into two groups, AS or immediate surgery. All patients underwent neck ultrasound every 6-12 months to monitor for disease progression. Progression under AS was evaluated by a criterion of tumor size increment by 3 mm in one dimension (3 mm), 2 mm in two dimensions (2 × 2 mm), new extrathyroidal extension (ETE), or new lymph node metastasis (LNM), and a composite outcome was defined using all four criteria. Results: A total of 1177 eligible patients with PTMC (919 female, 78.1%) with a median age of 48 years (range 19-87) were enrolled; 755 (64.1%) patients chose AS and 422 (35.9%) underwent surgery. Among 755 patients under AS, 706 (female 537, 76.1%) underwent at least two ultrasound examinations and were analyzed. Over a follow-up period of 41.4 months (standard deviation, 16.0), 163 AS patients (23.1%) underwent surgery. Progression defined by the composite outcome was observed in 9.6% (68/706) of patients, and the 2- and 5-year progression estimates were 5.3% and 14.2%, respectively. The observed progression rates were 5.8% (41/706) and 5.4% (38/706) as defined by tumor size enlargement by 3 mm and 2 × 2 mm, respectively, and 1.3% (9/706) and 0.4% (3/706) for new LNM and ETE, respectively. No distant metastases developed during AS. In multivariate logistic regression analysis examining variables associated with progression under AS, age at diagnosis <30 years (odds ratio [OR], 2.86; 95% confidence interval [CI], 1.10 - 7.45), male sex (OR, 2.48; 95% CI, 1.47 - 4.20), and tumor size ≥6 mm (OR, 1.89; 95% CI, 1.09 - 3.27) were independently significant. Conclusions: The progression of low-risk PTMC during AS in the Korean population was low, but slightly higher than previously reported in other populations. Risk factors for disease progression under AS include younger age, male sex, and larger tumor size. Clinical trial registration: Clinicaltrials.gov NCT02938702.
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Affiliation(s)
- Eun Kyung Lee
- Department of Internal Medicine, National Cancer Center, Goyang, Republic of Korea
| | - Jae Hoon Moon
- Department of Internal Medicine, Seoul National University Bundang Hospital and College of Medicine, Seongnam, Republic of Korea
| | - Yul Hwangbo
- Department of Internal Medicine, National Cancer Center, Goyang, Republic of Korea
| | - Chang Hwan Ryu
- Department of Otorhinolaryngology-Head and Neck Surgery, National Cancer Center, Goyang, Republic of Korea
| | - Sun Wook Cho
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - June Young Choi
- Department of Surgery, Seoul National University Bundang Hospital and College of Medicine, Seongnam, Republic of Korea
| | - Eun-Jae Chung
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Woo-Jin Jeong
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital and College of Medicine, Seongnam, Republic of Korea
| | - Yuh-Seog Jung
- Department of Otorhinolaryngology-Head and Neck Surgery, National Cancer Center, Goyang, Republic of Korea
| | - Junsun Ryu
- Department of Otorhinolaryngology-Head and Neck Surgery, National Cancer Center, Goyang, Republic of Korea
| | - Su-jin Kim
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Min Joo Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Yeo Koon Kim
- Department of Radiology, Seoul National University Bundang Hospital and College of Medicine, Seongnam, Republic of Korea
| | - Chang Yoon Lee
- Department of Radiology, National Cancer Center, Goyang, Republic of Korea
| | - Ji Ye Lee
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Hyeong Won Yu
- Department of Surgery, Seoul National University Bundang Hospital and College of Medicine, Seongnam, Republic of Korea
| | - Jeong Hun Hah
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Kyu Eun Lee
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
- Integrated Major in Innovative Medical Science, Seoul National University College of Medicine, Seoul, South Korea
| | - You Jin Lee
- Department of Internal Medicine, National Cancer Center, Goyang, Republic of Korea
| | - Sue K. Park
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Integrated Major in Innovative Medical Science, Seoul National University College of Medicine, Seoul, South Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, South Korea
| | - Do Joon Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Ji-hoon Kim
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
- Ji-hoon Kim, MD, PhD, Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
| | - Young Joo Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, South Korea
- Address correspondence to: Young Joo Park, MD, PhD, Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
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Wilmouth JJ, Olabe J, Garcia-Garcia D, Lucas C, Guiton R, Roucher-Boulez F, Dufour D, Damon-Soubeyrand C, Sahut-Barnola I, Pointud JC, Renaud Y, Levasseur A, Tauveron I, Lefrançois-Martinez AM, Martinez A, Val P. Sexually dimorphic activation of innate antitumor immunity prevents adrenocortical carcinoma development. SCIENCE ADVANCES 2022; 8:eadd0422. [PMID: 36240276 PMCID: PMC9565812 DOI: 10.1126/sciadv.add0422] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 08/25/2022] [Indexed: 05/31/2023]
Abstract
Unlike most cancers, adrenocortical carcinomas (ACCs) are more frequent in women than in men, but the underlying mechanisms of this sexual dimorphism remain elusive. Here, we show that inactivation of Znrf3 in the mouse adrenal cortex, recapitulating the most frequent alteration in ACC patients, is associated with sexually dimorphic tumor progression. Although female knockouts develop metastatic carcinomas at 18 months, adrenal hyperplasia regresses in male knockouts. This male-specific phenotype is associated with androgen-dependent induction of senescence, recruitment, and differentiation of highly phagocytic macrophages that clear out senescent cells. In contrast, in females, macrophage recruitment is delayed and dampened, which allows for aggressive tumor progression. Consistently, analysis of TCGA-ACC data shows that phagocytic macrophages are more prominent in men and are associated with better prognosis. Together, these data show that phagocytic macrophages are key players in the sexual dimorphism of ACC that could be previously unidentified allies in the fight against this devastating cancer.
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Affiliation(s)
- James J. Wilmouth
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Julie Olabe
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Diana Garcia-Garcia
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Cécily Lucas
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Rachel Guiton
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Florence Roucher-Boulez
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
- Laboratoire de Biochimie et Biologie Moléculaire, UM Pathologies Endocriniennes, Groupement Hospitalier Est, Hospices Civils de Lyon, Bron, France
- Université Claude Bernard Lyon 1, Lyon, France
| | - Damien Dufour
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Christelle Damon-Soubeyrand
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Isabelle Sahut-Barnola
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Jean-Christophe Pointud
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Yoan Renaud
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Adrien Levasseur
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Igor Tauveron
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
- Endocrinologie Diabétologie CHU Clermont Ferrand, 58 rue Montalembert, F63000 Clermont-Ferrand, France
| | - Anne-Marie Lefrançois-Martinez
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Antoine Martinez
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Pierre Val
- Institut GReD (Genetics, Reproduction and Development), CNRS UMR 6293, Inserm U1103, Université Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
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Lam D, Davies L, Sawka AM. Women and thyroid cancer incidence: overdiagnosis versus biological risk. Curr Opin Endocrinol Diabetes Obes 2022; 29:492-496. [PMID: 35855551 DOI: 10.1097/med.0000000000000756] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF THE REVIEW Our aim is to discuss the concepts of sex and gender in the context of thyroid cancer epidemiology. RECENT FINDINGS It has been long-established in global epidemiologic data that thyroid cancer incidence rates are higher in women than men. However, what has been less well understood is whether this reflects sex disparities in cancer susceptibility, gender disparities in detection, or a combination. A recent meta-analysis of autopsy data from individuals who were not known to have thyroid cancer in their lifetime demonstrated no difference in the prevalence of thyroid cancer in women and men, suggesting that gender differences may be the reason for gender-based differences in thyroid cancer detection. This finding, and sex differences in auto immunity and other factors that may affect cancer susceptibility are explored. SUMMARY Additional research to explore gender- and sex-specific data on thyroid cancer would inform our understanding of the differences and similarities between men and women in susceptibility and detection of thyroid cancer and help to optimize disease management for all genders and both sexes.
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Affiliation(s)
- Diana Lam
- Thyroid Fellow, Women's College Hospital and University of Toronto, Division of Endocrinology & Metabolism, Department of Medicine, Toronto, Ontario, Canada
| | - Louise Davies
- The VA Outcomes Group, US Department of Veterans Affairs Medical Center, White River Junction, Vermont
- Section of Otolaryngology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- The Dartmouth Institute for Health Policy & Clinical Practice, Lebanon, New Hampshire, USA
| | - Anna M Sawka
- University Health Network and University of Toronto, Division of Endocrinology, Department of Medicine, Toronto, Ontario, Canada
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Ghali MS, El Ansari W, Abdelaal A, Al Hassan MS. Behaviour and epidemiology of differentiated thyroid cancer among filipinos in and outside the Philippines: Comparison between Qatar, Canada and Philippines. Ann Med Surg (Lond) 2022; 81:104202. [PMID: 36147099 PMCID: PMC9486373 DOI: 10.1016/j.amsu.2022.104202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 07/12/2022] [Accepted: 07/12/2022] [Indexed: 12/02/2022] Open
Abstract
Background No study assessed the behaviour/epidemiology of differentiated thyroid cancer (DTC) among Filipinos in the Middle East/north Africa; or compared such behaviour with Filipino DTC patients in and outside the Philippines. Materials and methods Retrospective review of all adult Filipinos with DTC diagnosed between 2015 and 2020 at our institution [papillary TC (PTC, n = 110); follicular TC (FTC, n = 4)]. Chi-square or t-test compared the frequency, demography, history, ultrasound, laboratory and histopathology of PTC vs FTC; and compared the epidemiology of DTC among Filipinos in Qatar vs Canada (1 study) vs the Philippines (3 studies). Results DTC frequency was ≈43.84 cases/100,000 Filipinos in Qatar. Males had more aggressive disease in terms of lymphovascular invasion, number of nodules, stage IV disease and metastases. PTC and FTC were similar, but more PTC patients presented with solid tumors and higher number of involved lymph nodes. DTC behaviour among Filipinos in Qatar vs Canada was fairly homogenous. Conversely, DTC among Filipinos in Qatar vs Philippines exhibited many dissimilarities: Qatar had significantly younger patients, less hyperthyroid/thyrotoxicity symptoms and neck swelling at presentation, fewer solid nodules, micro-calcifications, and multi-nodular disease; smaller tumors; more stage I and less stage IV disease; and no distant metastasis (P 0.01 to < 0.0001). Conclusions DTC epidemiology among Filipinos in Qatar and Canada was fairly homogenous. Conversely, DTC in Qatar vs the Philippines was dissimilar. DTC among Filipinos in Qatar has presentations that could be misinterpreted as non-suspicious. This warrants additional practices for earlier detection among Filipinos. Epidemiology of differentiated thyroid cancer among Filipinos living Qatar vs Canada has considerable similarities. Epidemiology of differentiated thyroid cancer among Filipinos living Qatar vs the Philippines appears to be heterogenous. Differentiated thyroid cancer among Filipinos living in Qatar has presentations that could erroneously be misinterpreted as non-malignant by unsuspecting health worker, and seemingly lower tumor load compared to those living in the Philippines. Thyroid lesions among Filipinos in Qatar should be taken seriously, warranting additional practices for earlier detection among Filipinos.
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Affiliation(s)
- Mohamed Said Ghali
- Department of Surgery, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
- Department of General Surgery, Ain Shams University, Cairo, Egypt
| | - Walid El Ansari
- Department of Surgery, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
- College of Medicine, Qatar University, Doha, Qatar
- Weill Cornell Medicine – Qatar, Doha, Qatar
- Corresponding author. Department of Surgery, Hamad General Hospital, Hamad Medical Corporation, Doha, 3050, Qatar.
| | - Abdelrahman Abdelaal
- Department of Surgery, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Mohamed S. Al Hassan
- Department of Surgery, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
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Kim H, Kwon H, Moon BI. Predictors of Recurrence in Patients with Papillary Thyroid Carcinoma: Does Male Sex Matter? Cancers (Basel) 2022; 14:cancers14081896. [PMID: 35454803 PMCID: PMC9030936 DOI: 10.3390/cancers14081896] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 04/07/2022] [Accepted: 04/07/2022] [Indexed: 02/04/2023] Open
Abstract
Male patients with papillary thyroid carcinoma (PTC) usually have aggressive clinicopathological features, including large tumor size and lymph node metastasis; however, it is unclear whether male sex increases the risk of recurrence. Here, we evaluated the effect of sex on disease-free survival (DFS) of patients with PTC. Between 2009 and 2016, 1252 patients who underwent total thyroidectomy for PTC were enrolled; 157 (12.5%) were male and 1095 (87.5%) were female. With a mean follow-up of 6.6 years, five-year DFS rates were comparable between male and female patients (94.9% vs. 96.9%; p = 0.616) after adjusting for potential confounders. Multivariate Cox regression analysis also demonstrated that male sex was not an independent risk factor for recurrence (HR 1.982, 95% CI 0.831−4.726). Subgroup analyses further indicated that both male and female sex—in terms of their associations with five-year DFS—were comparable with other variables, including age < 55 years (94.5% vs. 97.3%; p = 0.520) and tumor size > 1 cm (91.9% vs. 97.0%; p = 0.243). In conclusion, male sex was not associated with the risk of recurrence in patients with PTC. Male patients do not always require aggressive treatment and follow-up approaches.
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