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.Predictors of decompressive craniectomy after endovascular therapy in patients with acute anterior circulation ischemic stroke
Junchen SI ; Guoyang YIN ; Jiheng HAO ; Kai LIN ; Qingke CUI ; Jiyue WANG ; Liyong ZHANG
International Journal of Cerebrovascular Diseases 2023;31(1):1-5
Objective:To investigate risk factors for decompressive craniectomy (DC) after endovascular therapy (EVT) in patients with acute anterior circulation ischemic stroke.Methods:Patients underwent EVT due to acute anterior circulation large vessel occlusion in Liaocheng Brain Hospital from January 2018 to January 2020 were retrospectively included. They were divided into DC group and non-DC group. Univariate and multivariate logistic regression analyses were used to determine risk factors for DC after EVT. Results:A total of 207 patients were enrolled, 126 were male (60.87%), and their age was 66.22±11.24 years old. The baseline National Institutes of Health Stroke Scale (NIHSS) score was 19.84±9.20, and the Alberta Stroke Program Early CT Score (ASPECTS) was 7.98±0.66. The immediate postoperative modified Treatment In Cerebral Ischemia (mTICI) blood flow grade in seven patients (5.80%) was ≤2a, 30 (14.49%) experienced hemorrhagic transformation (HT) after procedure, and 28 (13.5%) received DC. There were statistically significant differences between the DC group and the non-DC group in terms of past stroke history, preoperative NIHSS score and ASPECTS, vascular occlusion site, EVT time, immediate postoperative mTICI ≤2a, and HT (all P<0.05). Multivariate logistic regression analysis showed that atrial fibrillation (odds ratio [ OR] 3.202, 95% confidence interval [ CI] 1.335-9.796; P=0.011), previous stroke history ( OR 2.655, 95% CI 1.016-6.938; P=0.046), high preoperative NIHSS score ( OR 1.074, 95% CI 1.026-1.124; P=0.002), internal carotid artery occlusion ( OR 4.268, 95% CI 1.399-13.024; P=0.011), longer EVT time ( OR 1.010, 95% CI 1.003-1.016; P=0.003), mTICI grade ≤2a ( OR 5.342, 95% CI 1.565-18.227; P=0.007) and postoperative HT ( OR 3.036, 95% CI 1.024-9.004; P=0.045) were independent risk factors for DC. Conclusions:It is not uncommon for patients with acute anterior circulation ischemic stroke to need DC after EVT. Previous stroke history, atrial fibrillation, high baseline NIHSS score, internal carotid artery occlusion, prolonged blood EVT time, mTICI grade ≤2a and postoperative HT are independent predictors of needing DC after EVT.
3.Determination of bongkrekic acid in corn flour by direct extraction ultra-high performance liquid chromatography tandem mass spectrometry
Yuan WANG ; Chunlin BAI ; Jiheng LIU
Journal of Public Health and Preventive Medicine 2023;34(6):76-79
Objective To establish a direct extraction ultra-high performance liquid chromatography tandem mass spectrometry method for the determination of bongkrekic acid in corn flour. Methods Bongkrekic acid was directly extracted with 80% methanol from corn flour samples, and the supernatant after vortex and centrifugation was determined after passing through membrane filtration. At the same time, the corn flour samples were extracted by solid phase extraction. The determination results of the two methods were compared. Results The linearity of standard series was good within the range of2-20 μg/L, and the linearity coefficient was>0.999. The determination result of the positive sample by direct extraction method was 193.40 mg/kg (n=6). Adding the standard to the blank sample at the levels of 2, 6, and 10 μg/L, the calculated recovery rate was 75.82% - 99.33%, and the relative standard deviation was 3.54 % - 8.45%. The detection limit of the method reached 6 μg/kg. After extraction by solid phase extraction, the determination result of the positive sample was 196.84 mg/kg (n=6). The recovery rate was 77.12% -100.83%, with a relative standard deviation of 8.32% - 9.54%. Conclusion Compared with the solid phase extraction, the direct extraction method for the extraction of bongkrekic acid from corn flour has the advantages of rapidity, simplicity, and cost savings.
4.Effect analysis of carotid endarterectomy for high bifurcation carotid artery stenosis
Junchen SI ; Kai YU ; Kai LIN ; Qunlong JIANG ; Guoyang YIN ; Jiheng HAO ; Jiyue WANG ; Liyong ZHANG
Chinese Journal of Neuromedicine 2022;21(2):139-144
Objective:To explores the clinical efficacy and safety of carotid endarterectomy in patients with high bifurcation carotid artery stenosis.Methods:A total of 169 patients with carotid artery stenosis (147 patients with non-high bifurcation carotid artery stenosis and 22 patients with high bifurcation carotid artery stenosis), underwent carotid endarterectomy under surgical microscope in our hospital from January 2017 to January 2020, were included in the study. Patients with high bifurcation carotid artery stenosis were operated by cutting off the posterior abdomen of the digastric muscle to assist in exposing the distal end of the internal carotid artery plaque. Cervical CTA/DSA examination was performed within one week of surgery to confirm whether carotid artery stenosis was relieved; ultrasound examination of cervical vessels was performed 6 months and 1 year after surgery to determine whether restenosis was appeared in the carotid artery. The surgical efficacy, perioperative complications and re-examination results were compared between the two groups.Results:Postoperative carotid artery stenosis was relieved in both groups. The proportions of new cerebral infarction and temporary neurological impairment between the two groups (4.5% vs. 2.0%; 9.1% vs. 3.4%) showed no significant differences ( P>0.05). Carotid artery restenosis was not found in both groups. There was no obvious functional abnormality in the digastric muscles of patients with high bifurcation carotid stenosis. Conclusion:Cutting off the posterior abdomen of the digastric muscle during carotid endarterectomy can better expose the distal end of the internal carotid plaque in patients with high bifurcation carotid stenosis, and provide convenience for effective relief of carotid artery stenosis with high safety.
5.School physician in primary and secondary schools in Yichang of Hubei Province during 2019-2020
Chinese Journal of School Health 2021;42(9):1415-1417
Objective:
To understand school physician in primary and secondary schools in Yichang City, Hubei Province from 2019 to 2020, and to provide a reference for strengthening the school physician team in primary and secondary schools.
Methods:
149 and 102 primary and secondary schools from 6 municipal districts in Yichang City, Hubei Province, were randomly selected in November 2019 and November 2020, respectively, and were administered by questionnaire survey.
Results:
The proportion of school physicians increased from 39.6% in 2019 to 65.7% in 2020. In the past two years, the equipment rate of school physician in both central and fringe urban areas increased, especially the fringe urban areas, number of school physician increased from 38 to 96. A total of 93 and 141 school physicians were selected to pariticipate in questionaire survey in 2019 and 2020 respectively. The survey showed that more than 90% of school physicians in primary and secondary schools in Yichang received training, and 74.5% had college education level. However, most of them lack professional qualification and medical background.
Conclusion
School physician of primary and secondary of Yichang is well development over the past two years, and the proportion substantially increased. However, there is still room for improvement in the quantity and quality of school physicians, and professional qualification needs to be improved. More attention should be paid to the marginal urban areas to achieve a balance between quantity and quality.
6.Methodological exploration of health Impact assessment of public policy
Hang YU ; Xiaojun LIU ; Jiheng LIU ; Wenjing WANG ; Chao SUN ; Binbin FU ; Xiaoan DU ; YONG XYU ; Xiaodong TAN
Journal of Public Health and Preventive Medicine 2021;32(6):1-5
Objective This article takes a cosmetics factory in Yichang City as an example, uses a variety of methodologies to explore methods of health impact assessment and provides methodological references for future health evaluation of related public policies. Methods By analyzing the environmental assessment report of the cosmetic renovation project, an indicator system was established and expert consultation meetings were conducted to score the impact of the corresponding indicators on health. The impact of the renovation project of the factory on the factory workers, surrounding residents and the sustainable development of the environment was analyzed by means of the Kaiser model with the risk matrix and the Borda value. Results The risk values of the five influencing factors of industrial wastewater, domestic wastewater, industrial waste gas, industrial waste and noise were 5.11%, 5.43%, 10.6%, 6.71% and 7.02% respectively. All the influencing factors were in the green zone of the risk matrix. The Borda values of the five influencing factors of industrial waste water, domestic waste water, industrial waste gas, industrial waste residue and noise were 4, 5, 10, 7 and 5 respectively. Conclusion The multiple methodologies adopted in the factory renovation project are feasible, and can provide new ideas for the health impact assessment of public policies in the future.
7.Evaluation of the construction status of a healthy city in central China based on the health index method
Jiheng LIU ; Yong XU ; Xiaojun LIU ; Min FENG ; Qiwei WANG ; Zaoxia WANG ; Xiyuan YANG
Journal of Public Health and Preventive Medicine 2020;31(4):41-44
Objective To evaluate the construction status of a healthy city in central China, and clarify the weak links and construction results in the construction of a healthy city, and to provide a basis for the relevant government departments to issue policies. Methods Healthy city construction evaluation system in this city was established according to the National Healthy City Construction Evaluation System (2018) of the National Healthy City Evaluation Office Forty-two sets of health city construction index data in 2017-2018 were collected and analyzed. The single index was calculated according to the Guidance Manual for Filling in the Healthy City Evaluation Data, and the single index data was then standardized. The Delphi method was used to consult the weights of the three-level index. Finally, the sub-index and the total index of each dimension of the city's healthy city construction were calculated based on the health index method. Results The results of the 2017-2018 healthy city construction evaluation showed that 35 of the 42 indexes participated in the evaluation, and the total-indices of the two years were 77.71 and 79.95, respectively. The two-year sub-indices of the five dimensions of health service, health culture, health environment, healthy population, and healthy society were 17.17 and 18.32, 11.39 and 12.85, 19.21 and 17.94, 13.81 and 13.81, 16.12 and 17.04, respectively. Except for the decline in the health environment dimension, the other four sub-indices and the total healthy city index showed an upward trend year by year. In the past two years, the comprehensive proportions of the corresponding weight of the five dimensions sub-indices were 95.58% in health culture, 95.47% in health service, 73.99% in health environment, 73.27% in healthy society, and 69.52% in healthy people. Conclusion After the construction of national healthy city and the pilot construction of national healthy city, a city in central China achieved its first results in five dimensions of healthy city. In 2018, among the 35 indexes participated in the evaluation in this city, 30 were positive, and 26 were better than the national/ provincial target value. However, some construction indices were still far from the standard values. The development of the five dimensions was unbalanced, and there were weak links in different degrees.
8.Risk factors of Crohn′s disease-related gastrointestinal stenosis: a single-center retrospective study
Shanbing YANG ; Shuwen DU ; Limin ZHANG ; Kangmei JIA ; Xiaojuan LU ; Shu LI ; Xin FAN ; Yan JIA ; Peng JIN ; Xinyan YANG ; Jiheng WANG
Chinese Journal of Digestion 2020;40(9):601-605
Objective:To investigate the risk factors of Crohn′s disease (CD)-related gastrointestinal stenosis, and to summarize and analyze the corresponding treatments.Methods:From January 2010 to December 2018, 122 patients diagnosed with CD and hospitalized in the Seventh Medical Center, PLA General Hospital were selected including 72 patients in gastrointestinal stenosis group and 50 patients in non-gastrointestinal stenosis group. The gender, age of onset, course of disease, location of lesions involved (Montreal classification), disease activity, extraintestinal manifestations, application of therapeutic drugs, and complications were compared between the two groups. The treatment of CD patients with gastrointestinal stenosis was analyzed. Multivariate logistic regression was used to analyze the risk factors of CD patients with gastrointestinal stenosis. The independent sample t test, Mann-Whitney U test and chi-square test were used for statistical analysis. Results:The age of onset of patients in gastrointestinal stenosis group was older than that in non-gastrointestinal stenosis group ((37.6±15.1) years old vs. (30.8±14.7) years old), and course of disease was longer than that of non-gastrointestinal stenosis group (72 months, 11 to 492 months vs. 45 months, 3 to 240 months); and the differences were statistically significant ( t=-2.044, Z=-2.770; P=0.018, 0.006). The proportion of patients with ileum involvement of the gastrointestinal stenosis group was lower than that of the non-gastrointestinal stenosis group (69.4%, 50/72 vs. 86.0%, 43/50), and the proportion of severe patients was higher than that of the non-gastrointestinal stenosis group (15.3%, 11/72 vs. 4.0%, 2/50); and the differences were statistically significant ( χ2=4.463 and 3.942, P=0.035 and 0.047). There were no significant differences in gender, use of therapeutic drugs, extraintestinal manifestations, application of therapeutic drugs or the incidence of complications between the patients of two groups (all P>0.05). The results of multivariate logistic regression showed that the age of onset and course of disease were risk factors of CD-related gastrointestinal stenosis ( β=0.028, odds ratio ( OR)=1.028, 95% confidence interval ( CI) 1.000 to 1.056, P=0.046; β=0.008, OR=1.008, 95% CI 1.002 to 1.015, P=0.013). Further stratified analysis revealed that the incidence rates of CD-related gastrointestinal stenosis in patients with age of onset over 40 years old and course of disease more than five years were higher than those of patients with age of onset less than 40 years old and course of disease less than five years (76.3%, 29/38 vs. 51.2%, 43/84; 68.4%, 39/57 vs. 50.8%, 33/65), and the differences were statistically significant ( OR=3.072, 95% CI 1.298 to 7.272, P=0.009; OR=2.101, 95% CI 1.002 to 4.406, P=0.048). Among the 72 CD patients with gastrointestinal stenosis, 15 cases (20.8%) were treated with medicine and nutrition, without endoscopic or surgical treatment. Fifty-two patients (72.2%) underwent surgical treatment, among them six patients (11.5%) received twice surgery, the interval between the two operations was 46 months (1 to 204 months), and eight patients (15.4%) had postoperative complications. Twenty-one patients (29.2%) were treated with endoscopic dilatation, and no complications occurred after surgery. Five patients (23.8%) underwent surgical treatment during the follow-up period. Conclusions:The age of onset over 40 years old and the course of disease more than five years are the risk factors of CD-related gastrointestinal stenosis. Individualized medical treatment is the basis for the treatment of CD-related gastrointestinal stenosis. Surgery is still the main treatment. The endoscopic treatment is safety and can delay or avoid surgery to a certain extent.
9.Analysis of molecular evolution and genomic structure of South-East Asian dodeca RNA viruses
Jun ZHANG ; Qiuxia ZHAO ; Jiahui WANG ; Han XIA ; Jiheng WANG ; Jianming ZHANG ; Ying ZHUANG ; Hong LIU ; Zhongfeng DING
Chinese Journal of Experimental and Clinical Virology 2020;34(3):256-263
Objective:To understand the molecular evolutionary and genetic differences of South-East Asian dodeca RNA viruses (Seadornavirus).Methods:The homology, phylogeny, physicochemical properties, epitope prediction, tertiary structure and surface charge distribution were analyzed based on genome sequence of Seadornavirus capsid proteins.Results:The time of most recent common ancestor (tMRCA) of Seadornavirus was estimated to be about 2 359 years ago, which were divided into three clusters. Their tMRCA were about 1 338, 499 and 253 years ago, respectively. And their mean substitution rate of Seadornavirus was 3.6×10 -4 n/s/y. The homology of nucleotide and amino acid was 31.3%-100% (μ=68.0%) and 11.9%-100% (μ=56.0%) respectively. Physicochemical properties and epitope analysis showed that the Banna virus (BAV) capsid protein is an acidic hydrophobic protein that there are 6 B cell epitopes and 2 Th epitopes, while Liaoning virus (LNV) and Kadipiro virus (KDV) are alkaline hydrophilic protein that there are 3 and 5 B cell epitopes, respectively. And there is only 1 Th epitope in the capsid protein of LNV, while KDV does not contain this epitope. The tertiary structure and protein surface charge analysis showed that the alpha helices and beta folds of Seadornavirus were different and the BAV contains two distinctly positively charged regions and two negatively charged regions, LNV has only one positively charged region, and KDV has two positively charged regions. Conclusions:Seadornaviruses had more rapid evolution and strong adaptability, and the genome sequences, protein epitopes, physicochemical properties and the tertiary structures between Seadornaviruses are different.
10.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.


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