1.Application and Thinking of Deep Learning in Predicting Lateral Cervical Lymph Node Metastasis of Papillary Thyroid Cancer
Shengli SHAO ; Jiheng WANG ; Shanting LIU
Cancer Research on Prevention and Treatment 2025;52(1):36-41
Papillary thyroid carcinoma (PTC) can exhibit lateral neck lymph node metastasis at an early stage. Lateral neck lymph node metastasis is a crucial factor affecting the prognosis of PTC and is an absolute indication for neck lymph node dissection surgery. Additionally, it is a relative contraindication of endoscopic surgery for most medical centers. Therefore, the preoperative identification of lateral neck lymph node metastasis is vital for surgical decision-making and prognosis assessment. Ultrasound, CT, cytology, and clinical features can provide some information on lateral neck lymph node metastasis, but their accuracy does not fully meet clinical needs. Deep learning is a primary method for medical image recognition or feature extraction. In recent years, deep learning-based ultrasound, CT, cytology, conventional clinical parameters, or multimodal models combining these data have been developed and are expected to achieve routine clinical application. With the establishment and sharing of large datasets, automated annotation, algorithm optimization, and resolution of data security issues, deep learning is expected to accurately predict lateral neck lymph node metastasis in PTC. Furthermore, it can be integrated into electronic medical record systems for automated real-time analysis and assist clinical decision-making.
2.Dawn of Advanced Thyroid Cancer Therapy: Targeted Therapy and Immunotherapy
Shanting LIU ; Jiali QIN ; Jie FAN
Cancer Research on Prevention and Treatment 2023;50(1):6-11
In recent years, the incidence of thyroid cancer has increased significantly. Most of the cases are differentiated thyroid cancer, which is characterized by a good prognosis. However, 15% of patients still have persistent or recurrent disease after initial treatment, and those with locally advanced or metastatic cancer are not cured with established treatments and at risk of death. The treatment of advanced thyroid cancer is still controversial at home and abroad, but it tends to targeted therapy and immunotherapy. With the in-depth understanding of the molecular pathogenesis of thyroid cancer, a variety of new targeted therapies have been approved for advanced thyroid cancer. The 2021 guidelines of the Chinese Society of Clinical Oncology (CSCO) and the 2022 guidelines of the European Society of Oncology (ESMO) regard targeted therapy as a level I recommendation for the treatment of advanced thyroid cancer. This article reviews the new progress in clinical treatment of advanced thyroid carcinoma.
3.A phantom study on the feasibility of recoverable fiducial marker implantation guided using the intelligent navigation bronchoscopy technology in Cyberknife Synchrony-based respiratory tracking
Jing CHEN ; Xianzhi DENG ; Fenfang FU ; Fen ZHENG ; Jianping ZHANG ; Shanting HE ; Benhua XU ; Yaqiang LIU ; Xiaobo LI
Chinese Journal of Radiological Medicine and Protection 2022;42(11):865-870
Objective:To explore the feasibility of recoverable fiducial marker implantation guided using the intelligent navigation bronchoscopy technology in the Cyberknife Synchrony-based respiratory tracking.Methods:CT scans of an inflatable pig lung after anti-rot processing were obtained. Then, eight simulated tumor lesion sites were designed in the left and right lung lobes using intelligent navigation software, with four classified as the sputum bronchial environment group and four classified as the wet bronchial environment group. Based on the implantation principle of Cyberknife fiducial markers, 32 recoverable fiducial markers were implanted around various simulated tumor lesions via bronchus under intelligent guidance. Then, the end-expiratory state of the pig lung was simulated, the pig lung was scanned again to obtain CT images of the implanted recoverable fiducial markers, and the number of successfully implanted fiducial markers was recorded. Eight deliverable Synchrony treatment protocols were designed using the Cyberknife planning system (Multiplan v4.6), and then the pig lung with simulated respiratory movements was exposed to radiation. After radiation, the implanted recoverable fiducial markers were retrieved using the bronchoscopy technique, and the number of successfully retrieved fiducial markers was recorded. Moreover, the translational errors, rotational errors, and rigid body errors were extracted from the Cyberknife log file and analyzed.Results:No recoverable fiducial markers slipped or fell during the experiment. Thirty-two recoverable fiducial markers were successfully implanted and recovered under the guidance of intelligent navigation bronchoscopy, with implantation and recovery success rates of both 100%. Moreover, the tracking rate and rigid body errors of the fiducial markers were 100% and less than 5 mm, respectively. The data from the Cyberknife log file indicated that there was no significant difference between the sputum bronchial environment group and the wet bronchial environment group in the translational errors in the left-right direction, the rotational errors in the roll direction, and the rotational errors in the pitch direction ( P>0.05). Compared to the wet bronchial environment group, the sputum bronchial environment group had slightly higher translational errors in front-back ( Z=-3.57, P<0.01) and cranio-caudal ( Z=-2.53, P<0.05) directions, lower rotational errors along the yaw axis ( Z = -3.88, P < 0.01), and lower rigid body error ( Z=-3.32, P<0.01), and the differences were all statistically significant. Conclusions:The recoverable fiducial marker implantation guided using the intelligent navigation bronchoscopy technology is feasible. Recoverable fiducial markers are stable in the bronchus of the phantom, and the Cyberknife tracking precision can meet clinical requirements. Therefore, the recoverable fiducial marker implantation guided using the intelligent navigation bronchoscopy technology has promising prospects in clinical and teaching applications.
4. Comparison of the diagnostic value of high frequency ultrasound and ultrasound-guided fine needle aspiration biopsy in papillary thyroid microcarcinoma
Jiali QIN ; Shasha ZHANG ; Gang LI ; Shanting LIU ; Xiangyu SHI ; Junfu WU
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2021;35(8):718-723
5.Diagnostic value of rapid parathyroid hormone combined with 99Tc m-MIBI SPECT dual-phase imaging in suspected parathyroid tumor
Fuqiang ZHANG ; Shanting LIU ; Chao WANG ; Deyu LI ; Si ZHOU ; Guang YANG ; Ruping LI ; Hui YANG
Chinese Journal of Endocrine Surgery 2021;15(4):353-357
Objective:To investigate the diagnostic efficacy of 99Tc m-MIBI SPECT dual-phase imaging combined with rapid parathyroid hormone detection in thyroid cancer with suspected parathyroid mass. Methods:Data of 76 cases of thyroid cancer with suspected cervical parathyroid gland tumors receiving colorectal ultrasonography or CT examination in Thyroid Surgery Department of the Affiliated Cancer Hospital of Zhengzhou University were retrospectively analyzed. Blood samples were taken before surgery to detect parathyroid hormone. Parathyroid hormone was quickly detected after clamping the tumor blood vessels during surgery. Based on the postoperative pathological results, the sensitivity, specificity, accuracy and consistency of various diagnostic methods were evaluated. The ROC curve was drawn by measuring the value of the parathyroid gland concentration after reduction of the tumor blood vessels by clamping the tumor.Results:The sensitivity and accuracy of the 99Tc m-MIBI SPECT dual-phase imaging combined with the rapid detection of parathyroid hormone in diagnosis of suspected parathyroid tumors were (96.5%, 93.4%) better than the 99Tc m-MIBI SPECT dual-phase imaging methods (77.6%, 78.9%) and intraoperative rapid detection methods (86.2%, 82.8%) , and had a high consistency with the results of pathological examination, Kappa value of 0.81. The combined detection rate of suspected parathyroid tumors was significantly higher than that of 99Tc m-MIBI SPECT dual-phase imaging and rapid intraoperative detection, but there was no significant difference between 99Tc m-MIBI SPECT dual-phase imaging and intraoperative rapid detection. The area under the ROC curve of the reduction ratio a value after clamping the blood vessels of the tumor was 0.774, and the standard error was 0.073. The difference was statistically significant ( P<0.001,95% CI:0.631-0.918) . According to the results obtained by the ROC, the index (sensitivity + specificity-1) was plotted on the ordinate and a was the abscissa. The maximum value of the Jordan index was 0.584. The a value corresponding to this point was 0.52. 0.52 is the DCP value. The corresponding sensitivity, specificity, accuracy was 86.2%,72.2%,and 82.9%. Conclusion:99Tc m-MIBI SPECT dual-phase imaging combined with rapid parathyroid hormone detection during surgery has good diagnostic value for thyroid cancer with suspected parathyroid mass, and is completely consistent with pathological diagnosis.
7.Analysis of clinical diagnosis and treatment of 12 cases of intraparotid facial nerve schwannoma
Junfu WU ; Liyuan DAI ; Meng CUI ; Jiheng WANG ; Xiaojun ZHANG ; Gang LI ; Wei DU ; Shanting LIU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2020;55(7):691-694
Objective:To investigate the clinical manifestation and management strategy of intraparotid facial nerve schwannoma.Methods:The clinical data of 12 patients with parotid schwannoma treated in Henan Cancer Hospital from January 2009 to January 2019 were analyzed retrospectively, including 5 males and 7 females, aged from 23 to 72 years. All the 12 patients complained of a mass in the parotid region, of whom 4 patients had local discomfort and pain, and 6 patients had varying degrees of pain during palpation. Ultrasound examination showed solid mass in parotid region in 8 cases and mixed mass in 4 cases. The treatment methods, the relationship between tumor and facial nerve, the modes of treatments and the nerve functions before and after operation were analyzed and summarized with House-Brackmann grade.Results:All 12 patients received surgical treatment: 8 patients underwent tumor resection plus partial or total superficial parotidectomy, 1 patient underwent tumor resection and total parotidectomy, and 3 patients underwent tumor resection, with 1 patient in whom tumor could not be removed completely due to tumor extention to the skull base. In 9 cases, the tumor occurred in the trunk or main branch of the facial nerve, and there was no facial nerve injury occurred after surgery; in 1 case, the tumor occurred in the terminal branch of the facial nerve, and part of the severe small branches of adhesion were cut off during the operation; in 1 case, the total trunk of the facial nerve was not found and the broken end of the nerve could not be found during the operation, so the nerve transplantation was not performed. In 1 case, nerve grafting was performed after nerve transection because it was impossible to separate the trunk of the facial nerve from the tumor during the operation. Preoperatively, House-Brackmann grade (H-B)Ⅰfacial nerve function was shown in 10 patients, H-BⅡ in 1 patient and H-B Ⅴin 1 patient. Postoperatively, the facial nerve function recovered to H-B Ⅰfor 7 patients, H-B Ⅱfor 2 patients, H-B Ⅲ for 1 patient, grade Ⅳ for 1 patient with nerve transplantation, and H-B Ⅴfor 1 patient with a revised surgery due to tumor recurrence.Conclusions:The intraparotid facial nerve schwannoma is rare, and it is easy to be misdiagnosed before operation. Surgery is a main treatment for intraparotid facial nerve schwannoma. Attention should be paid to the protection of facial nerve during operation.
8.Clinical analysis of thyroid carcinoma in 110 children and adolescents
Liyuan DAI ; Wei DU ; Shanting LIU ; Songtao ZHANG
Chinese Journal of Applied Clinical Pediatrics 2018;33(23):1792-1795
Objective To study the clinical and pathologic factors for prognosis of children and adolescents with thyroid carcinoma.Methods Clinicopathological data of 110 children and adolescents with thyroid carcinoma at the Affiliated Tumor Hospital of Zhengzhou University from January 1984 to March 2008 were collected and reviewed in this study.Univariate analysis was performed by using Log-rank test to determine predictors of survival,and multiva-riable analysis was performed by a Cox regression model.Results The overall 5- year and 10 -year survival rates were 95.5%,88.2%,respectively.Gender and histopathologic typing were not related to prognosis.The 5 -year and 10-year survival rates in group ≤12 years old were 91.7% and 81.3%,and those in group >12 years old were 98. 4% and 93.5%,respectively.The 5-year and 10-year survival rates in stage T1 and T2 were 100.0%,in stage T3 were 100.0% and 66.7%,respectively,and those in stage T4 were 58.3% and 0.The 5-year and 10-year sur-vival rates in N0 group and N1a group were 100.0%,and those in N1b group were 93.4% and 82.9%,respectively. For patients without the distant metastasis group,the 5-year and and 10-year survival rates were all 96.9%,which were significantly higher than those in the distant metastasis group(84.6%,23.1%).The 5-year and 10-year sur-vival rates in groupⅠwere all 97.8%,those in groupⅡwere 84.6% and 23.1%,respectively,and those in groupⅣwere all 75. 0%.The 5-year and 10-year survival rates in the solitary lesions group were 98.7%,in the multiple le-sions group were 88.2% and 64.7%,respectively.For differentiated thyroid carcinoma,the 5-year and 10-year sur-vival rates in low,and medium risk groups were all 100.0%and those in high risk group were 83.3% and 50.0%,re-spectively.There was a significant relationship between survival and age group,T stage,N stage,M stage,TNM stage, the number of lesions,and risk stratification(all P<0.05).The Cox regression analysis showed that T stage and M stage were the independent prognostic factors.Conclusions The primary tumor and distant metastatic are important factors affecting the prognosis of children and adolescents.Earlier diagnosis for primary tumor and aggressive manage-ments for metastatic lesions are critical to the survival rate of children and adolescents with thyroid carcinoma.
9.Process in menstrual blood-derived mesenchymal stem cells for treatment of central nervous system diseases.
Mengmeng LIU ; Xinran CHENG ; Kaikai LI ; Mingrui XU ; Yongji WU ; Mengli WANG ; Qianru ZHANG ; Wenyong YAN ; Chang LUO ; Shanting ZHAO
Chinese Journal of Biotechnology 2018;34(5):644-652
Stem cell research has become a frontier in the field of life sciences, and provides an ideal model for exploring developmental biology problems such as embryogenesis, histiocytosis, and gene expression regulation, as well as opens up new doors for clinical tissue defective and inheritance diseases. Among them, menstrual blood-derived stem cells (MenSCs) are characterized by wide source, multi-directional differentiation potential, low immune rejection characteristics. Thus, MenSCs can achieve individual treatment and have the most advantage of the clinical application. The central nervous system, including brain and spinal cord, is susceptible to injury. And lethality and morbidity of them tops the list of all types of trauma. Compared to peripheral nervous system, recovery of central nervous system after damage remains extremely hard. However, the treatment of stem cells, especially MenSCs, is expected to solve this problem. Therefore, biological characteristics of MenSCs and their treatment in the respect of central nervous system diseases have been reviewed at home and abroad in recent years, so as to provide reference for the treatment of central nervous system diseases.
10.MiRNA-203 suppresses tumor cell proliferation, migration and invasion by targeting Slug in gastric cancer.
Liuqing YANG ; Hongwei LIANG ; Yanbo WANG ; Shanting GAO ; Kai YIN ; Zhijian LIU ; Xi ZHENG ; Ying LV ; Lei WANG ; Chen-Yu ZHANG ; Xi CHEN ; Guifang XU ; Weijie ZHANG ; Xiaoping ZOU
Protein & Cell 2016;7(5):383-387
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