1.Comparison of the effects of Cox regression analysis model and decision tree model in identifying risk factors for the occurrence of hypertension in the elderly
Yaru LI ; Nan WANG ; Zhiwen GE ; Zhengli SHI ; Zhongxin HONG
Journal of Public Health and Preventive Medicine 2024;35(4):24-27
Objective To explore the risk factors for the occurrence of hypertension in middle-aged and elderly residents in China using the Cox regression analysis model and decision tree model, and compare the differences between the two methods. Methods The 2011-2015 China Health and Retirement Longitudinal Study data were used. The study investigated the risk factors for hypertension using both a multivariate Cox regression model and a decision tree model. Results The results showed that the incidence rate of hypertension between 2011-2015 was 22.79%. Both the Cox regression model and decision tree model identified age, education level, body mass index, and diabetes as risk factors for hypertension. The Cox regression model also identified drinking status as a risk factor, while the decision tree model identified gender and marital status as additional risk factors. The area under the curve (AUC) suggested that the Cox regression model and decision tree model had comparable ability to predict hypertension. Conclusions The risk factors for hypertension include gender, age, education level, marital status, alcohol consumption, body mass index, and history of diabetes. The effectiveness of the hypertension prediction model established based on Cox regression model and decision tree model results is not different.
2.Efficacy and influencing factors of thymectomy for bulbar myasthenia gravis
Zhiwen ZHANG ; Xinzheng CUI ; Lixiang ZHENG ; Chenshuo SHI ; Meng WANG ; Menghao YANG ; Qingyong ZHANG
Chinese Journal of Thoracic and Cardiovascular Surgery 2024;40(9):531-535
Objective:To determine the efficacy and influencing factors of thymectomy for bulbar myasthenia gravis.Methods:The clinical data of 120 patients with bulbar myasthenia gravis admitted to the Myasthenia Gravis Comprehensive Diagnosis and Treatment Center of Henan Provincial People's Hospital from March 2018 to June 2023 were collected, with 61 males and 59 females. There were 66 patients with thymoma and 54 patients with non-thymoma. The duration of bulbar muscle involvement before operation ranged from 11 days to 108 months. Preoperative AChR-Ab was positive in 105 cases and negative in 15 cases. There were 28 cases with bulbar muscle involvement as the initial symptom and 92 cases as the non-initial symptom. There were 7 cases with crisis and 113 cases without crisis in the past. The postoperative efficacy was evaluated according to the Myasthenia Gravis post-treatment status evaluation program of the American Myasthenia Gravis Society. Univariate analysis and logistic regression analysis were used to analyze the factors that may affect the surgical efficacy. Results:All 120 patients successfully underwent extended thymectomy, there was no perioperative death. The follow-up time was 3-57 months, with a median of 24 months. Twenty-two patients (18.33%) achieved complete durable remission, 1 patient (0.83%) maintained remission, 65 patients (54.17%) had minimal symptoms, and 20 patients (16.70%) improved. No change in 8 cases (6.67%), no aggravation cases (0), deterioration in 2 cases (1.67%), and death in 2 cases (1.67%). 23 cases(19.17%) achieved clinical remission and 85 cases (70.83%) achieved partial remission. Univariate analysis showed that positive AChR-Ab before operation and duration of bulbar muscle involvement before operation were the influencing factors of surgical efficacy in patients with bulbar MG, and the difference was statistically significant ( P<0.05). Logistic regression analysis showed that positive AChR-Ab before operation and the duration of bulbar muscle involvement before operation were independent influencing factors of surgical efficacy. Conclusion:Thymectomy can effectively relieve the symptoms of bulbar myasthenia gravis. Patients with positive AChR-Ab before surgery and shorter duration of bulbar muscle involvement may benefit more from thymectomy.
3.Research on medication patterns for treating breast hyperplasia based on data mining
Liming ZHU ; Xuejiao XIANG ; Tianxiang MA ; Guangwei SHI ; Zhen MA ; Zhiwen GUO ; Aizhong RU
China Modern Doctor 2024;62(17):76-79,83
Objective To analyze and study the prescriptions of Chief Physician Chang Yalin for treating breast hyperplasia patients in the outpatient department,explores and summarizes the medication patterns for treating breast hyperplasia,and provides reference and dialectical medication ideas for clinical treatment of breast hyperplasia by using data mining technology.Methods Collect the prescriptions of Dr.Chang Yalin for treating breast hyperplasia patients at the Outpatient Department of Jiuquan Traditional Chinese Medicine Hospital from January 1,2017 to December 31,2022.After induction and organization,establish a data table,use Excel 2019 to statistically analyze the drug frequency and gender,taste,and meridian.Use SPSS Modoler 18.0 software April algorithm to analyze the association rules of the drugs,and use SPSS Statistics for cluster analysis.Results A total of 184 prescriptions were included,covering 140 types of traditional Chinese medicine,with a total frequency of use of 4059 times.Among them,Cornus officinalis,dried ginger,roasted licorice,Poria cocos,and jujube are commonly used drugs for the treatment of breast hyperplasia.The top three types of Chinese medicine that are commonly used are tonifying deficiency,warming internal medicine,and relieving external symptoms.The medicinal properties are mainly warm and mild;The medicinal taste is characterized by sweetness,bitterness,and bitterness;The main meridians of drugs are spleen,lung,and heart meridians.Association rule analysis shows that roasted licorice white peony,poria cocos,licorice,and cornus flesh white peony,jujube,and ginger are equivalent.Classify commonly used drugs into 4 categories using Euclidean distance clustering and segmentation with 5.Conclusion Dr.Chang Yalin has always implemented the core idea of treating breast hyperplasia through the coordination of liver and spleen,the simultaneous application of attack and tonifying,and the simultaneous treatment of phlegm and blood stasis.In terms of the combination of latent drugs,the main focus is on tonifying qi and spleen,tonifying yin/blood and regulating liver,and resolving stasis/resolving phlegm and dispersing stagnation.In terms of the combination of"cold phlegm"and"blood stasis and toxin",as well as the combination of"eighteen contraindications"and"nineteen contraindications",his principles and methods are more distinctive and worthy of further research and promotion.
4.Dynamic disease manifestations among individuals infected with SARS-CoV-2 Omicron variant.
Peiqin WANG ; Xinwei FENG ; Zhiwen SHI ; Zimao JIANG ; Luping WANG ; Xin GAO ; Hui QI ; Min CHEN ; Jian WANG ; Weifen XIE
Chinese Medical Journal 2023;136(22):2768-2770
Humans
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COVID-19
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SARS-CoV-2
5.Application of new surgical clinical classification and staging of myasthenia gravis in the perioperative period
Yonghui ZHANG ; Wenqiang MA ; Yuwei HUANG ; Zhiwen ZHANG ; Meng WANG ; Chenshuo SHI ; Xinzheng CUI ; Qingyong ZHANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2023;30(06):853-857
Objective To exploring the effectiveness of perioperative application of new surgical clinical classification and staging for myasthenia gravis (MG) in reducing the incidence of postoperative myasthenic crisis (MC). Methods The clinical data of patients with generalized MG admitted to the Comprehensive Treatment Center for Myasthenia Gravis of Henan Provincial People’s Hospital from January 2018 to June 2022 were retrospectively analyzed, who were scored with myasthenia gravis-activities of daily living (MG-ADL) score and quantification of the myasthenia gravis (QMG) score at the first visit, 1 day before surgery, and 3 days after surgery. The patients were divided into a group A (typeⅡ) and a group B (typeⅢ+Ⅳ+Ⅴ) by the new surgical clinical classification and staging of MG according to the disease progression process, and all patients underwent expanded thoracoscopic thymus (tumor) resection after medication and other interventions to control symptoms in remission or stability. The incidence of MC and the efficiency rate after surgery were analyzed. The normal distribution method and percentile method were used to calculate the unilateral 95% reference range of the QMG score and MG-ADL score. Results Finally 126 patients were enrolled, including 62 males and 64 females, aged 13-71 years, with an average age of 46.00±13.00 years. There were 95 patients in the group A and 31 patients in the group B, and the differences of the preoperative baseline data between the two groups were not statistically significant (P>0.05). The incidence of postoperative MC was 1.05% (1/95) in the group A and 3.23%(1/31) in the group B (P>0.05). The effective one-sided 95% reference range of the QMG score and MG-ADL score 1 day before surgery was 0-7.75 and 0-5.00, and there was no postoperative death in both groups. Conclusion The new surgical clinical classification and staging of MG can guide the timing of surgery, which can benefit patients undergoing surgery for MG and greatly reduce the incidence of postoperative MC.
6.Expression and function of α7 nicotinic acetylcholine receptor in thymocytes of myasthenia gravis patients
Yuwei HUANG ; Meng WANG ; Yonghui ZHANG ; Xinzheng CUI ; Zirui SUN ; Zhiwen ZHANG ; Chenshuo SHI ; Qingyong ZHANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2023;30(06):897-902
Objective To investigate the expression of α7 nicotinic acetylcholine receptor (α7 nAChR) in thymocytes of patients with myasthenia gravis (MG) and its effect on cytokine secretion and T cell proliferation. Methods Patients with MG who underwent expanded thoracoscopic thymectomy in the Comprehensive Diagnosis and Treatment Center of the Henan Provincial People’s Hospital from June 2021 to June 2022 were selected and allocated to a MG group. Patients who underwent partial thymectomy to expose the surgical field during the cardiac disease surgery from June 2021 to September 2022 in the Department of Adult Cardiac Surgery of Fuwai Huazhong Cardiovascular Hospital were selected as the control group. Thymic single cell suspensions were prepared from MG and control groups, and the expression of α7 nAChR in thymocytes of the two groups was detected by real-time polymerase chain reaction and Western blotting. Then CD3/CD28 monoclonal antibody coupled with magnetic beads was used to induce T cell activation, and the levels of cytokines interferon-gamma (IFN-γ), tumor necrosis factor-α (TNF-α), interleukin-4 (IL-4), IL-6, IL-10, IL-17, and IL-21 in thymocytes of the two groups were detected by enzyme-linked immunosorbent assay (ELISA). The activated T cells of the MG group were divided into a blank control group, an α7 nAChR antagonist group, and an α7 nAChR agonist group according to different treatment methods. After 72 hours of culture, IFN-γ, TNF-α, IL-4, IL-6, IL-10, IL-17, and IL-21 expression levels in the culture supernatant were measured by ELISA. Afterwards, CD4-PE and CD8-APC antibodies were added, and the proliferation of T cell subsets was detected by flow cytometry. Results A total of 10 MG patients were collected, including 3 males and 7 females with an average age of 19.25±6.28 years; and 15 control patients were collected, including 6 males and 9 females with an average age of 26.18±6.77 years. Compared with the control group, the mRNA and protein levels of α7 nAChR in the thymocytes of MG group were decreased, and the expression levels of IFN-γ, TNF-α, IL-4, IL-6 and IL-21 in the supernatant were increased (P<0.05), but there was no statistical difference in the expression of IL-10 and IL-17 (P>0.05). The cell-culture experiment showed that compared with the blank control group, the levels of IFN-γ, TNF-α, IL-6 and IL-21 secreted by T cells in the α7 nAChR antagonist group were increased (P<0.05), while they were decreased in the α7 nAChR agonist group (P<0.05). There was no statistical difference in the secretion levels of IL-4, IL-10 or IL-17 among the three groups (P>0.05). CD4+ T and CD8+ T cells in the α7 nAChR agonist group were significantly less than those in the blank control group and α7 nAChR antagonist group (P<0.001), while they were significantly more in the α7 nAChR antagonist group than those in the blank control group (P<0.001). Conclusion The expression of α7 nAChR in thymocytes of MG patients is decreased, and α7 nAChR may be involved in the inflammatory response in thymocytes and thus in thymic function.
7.Characteristics of changes in the demand for emergency medical services due to epidemics of sudden acute respiratory infectious diseases—Data analysis of pre hospital first aid during the period of optimizing the implementation of COVID-19 prevention and control measures in Zhejiang Province
Wenwei CAI ; Xiaoyan MIAO ; Zhiwen WU ; Jin FU ; Aili SHI ; Shanshan CHEN
Chinese Journal of Emergency Medicine 2023;32(11):1476-1480
Objective:To study characteristics of changes in the demand for emergency medical services during epidemic prevention and control "10 new measures" in Zhejiang province.Methods:The data of 26 emergency centers connected to the provincial integration platform of Zhejiang Province (hereinafter referred to as "provincial platform" ) were retrospectively analyzed, and the data were collected from one week before the implementation of "10 new measures" to the sixth week after implementation (December 1, 2022 to January 18, 2023). The collected information included: the number of 120 calls and ambulance services, the types of disease, age composition of patients, performance of emergency medical services.Results:From the second week of the implementation of "10 new measures" (December 15 to 21, 2022), the number of 120 calls and ambulance services were increased rapidly, and the peak occurred in the third week of implementation (December 21 to 28, 2022). Among the types of diseases, the number and proportion of patients with abnormal symptoms and respiratory diseases increased significantly, reaching the highest peak in the third week (December 21 to 28, 2022) and the fourth week (December 29, 2022 to January 4, 2023) of implementation, respectively. After the second week of implementation, the number of elderly patients aged 71 to 100 increased significantly, reaching a peak in the fourth week (December 29, 2022 to January 4, 2023), accounting for 60.76% of the total. During the epidemic period, the quality control indicators such as emergency dispatch time, ambulance dispatch time and medical treatment all fluctuated, but the changes were not significant.Conclusions:During the implementation of epidemic prevention and control "10 new measures", there were obvious characteristic changes in the demand for pre-hospital emergency in Zhejiang Province, but the quality of pre-hospital emergency medical was basically stable.
8.Antitumor activity of aumolertinib, a third-generation EGFR tyrosine kinase inhibitor, in non-small-cell lung cancer harboring uncommon EGFR mutations.
Chen SHI ; Cong ZHANG ; Zhiwen FU ; Jinmei LIU ; Yuanfeng ZHOU ; Bao CHENG ; Cong WANG ; Shijun LI ; Yu ZHANG
Acta Pharmaceutica Sinica B 2023;13(6):2613-2627
Uncommon epidermal growth factor receptor (EGFR) mutations account for 10%-20% of all EGFR mutations in non-small-cell lung cancer (NSCLC). The uncommon EGFR-mutated NSCLC is associated with poor clinical outcomes and generally achieved unsatisfactory effects to the current therapies using standard EGFR-tyrosine kinase inhibitors (TKIs), including afatinib and osimertinib. Therefore, it is necessary to develop more novel EGFR-TKIs to treat uncommon EGFR-mutated NSCLC. Aumolertinib is a third-generation EGFR-TKI approved in China for treating advanced NSCLC with common EGFR mutations. However, it remains unclear whether aumolertinib is effective in uncommon EGFR-mutated NSCLC. In this work, the in vitro anticancer activity of aumolertinib was investigated in engineered Ba/F3 cells and patient-derived cells bearing diverse uncommon EGFR mutations. Aumolertinib was shown to be more potent in inhibiting the viability of various uncommon EGFR-mutated cell lines than those with wild-type EGFR. And in vivo, aumolertinib could also significantly inhibit tumor growth in two mouse allograft models (V769-D770insASV and L861Q mutations) and a patient-derived xenografts model (H773-V774insNPH mutation). Importantly, aumolertinib exerts responses against tumors in advanced NSCLC patients with uncommon EGFR mutations. These results suggest that aumolertinib has the potential as a promising therapeutic candidate for the treatment of uncommon EGFR-mutated NSCLC.
9.Quality study of Perillae caulis formula granules based on standard decotion
Jie YANG ; Weisheng LYU ; Fang CHEN ; Liping DENG ; Ruoyun SHI ; Zhiwen DUAN ; Minyou HE ; Mei WEI ; Zhenyu LI
International Journal of Traditional Chinese Medicine 2022;44(10):1144-1149
Objective:To establish the quality evaluation method of Perillae caulis formula granules based on the three kind of quality indexes of standard decoction. Methods:Eighteen batches of Perillae caulis were collected from different habitats according to different technical requirements, eighteen batches of standard decoction and three batches of formula granules were prepared and the paste-forming rates were calculated. The content of Caffeic acid and Rosmarinic acid were determined and calculated by Ultra High Performance Liquid Chromatography (UPLC). Then the fingerprints of standard decoction of and formula granules of Perillae caulis were established by UPLC . The similarity values of fingerprints between formula granules and standard decoction were calculated. Results:The average paste-forming rate of standard decoction was (7.16±1.97)%. The paste-forming rates of three batches of formula granules were 5.52%, 5.25% and 5.34%, respectively. The average content of Caffeic acid and Rosmarinic acid in standard decoction was (12.06±3.37)mg/g. The contents of three batches of formula granules were 5.52, 5.82, 5.77 mg/g, respectively. Seven common fingerprint peaks were identified in the fingerprints of standard decoction and formula granules, three of which were identified as Caffeic acid, N-Feruloyl Octopus amine and Rosmarinic acid by comparison of reference substance. The fingerprints similarity of Perillae caulis dispensing granules and standard decoction were 1.000, 0.995 and 0.997, respectively. Conclusions:The quality indexes of three batches of formulation granules are consistent with standard decoction. This method can provide basis for the establishment of quality standard of Perillae caulis dispensing granules.
10.Chromosomal microarray analysis vs. karyotyping for fetal ventriculomegaly: a meta-analysis.
Yan SUN ; Weiyuan ZHANG ; Zhiwen WANG ; Likui GUO ; Shaowen SHI
Chinese Medical Journal 2021;135(3):268-275
BACKGROUND:
Chromosomal abnormalities are important causes of ventriculomegaly (VM). In mild and isolated cases of fetal VM, obstetricians rarely give clear indications for pregnancy termination. We aimed to calculate the incidence of chromosomal abnormalities and incremental yield of chromosomal microarray analysis (CMA) in VM, providing more information on genetic counseling and prognostic evaluation for fetuses with VM.
METHODS:
The Chinese language databases Wanfang Data, China National Knowledge Infrastructure, and China Biomedical Literature Database (from January 1, 1991 to April 29, 2020) and English language databases PubMed, Embase, and Cochrane Library (from January 1, 1945 to April 29, 2020) were systematically searched for articles on fetal VM. Diagnostic criteria were based on ultrasonographic or magnetic resonance imaging (MRI) assessment of lateral ventricular atrium width: ≥10 to <15 mm for mild VM, and ≥15 mm for severe VM. Isolated VM was defined by the absence of structural abnormalities other than VM detected by ultrasonography or MRI. R software was used for the meta-analysis to determine the incidence of chromosomal abnormalities and incremental yield of CMA in VM, and the combined rate and 95% confidence interval (CI) were calculated.
RESULTS:
Twenty-three articles involving 1635 patients were included. The incidence of chromosomal abnormalities in VM was 9% (95% CI: 5%-12%) and incremental yield of CMA in VM was 11% (95% CI: 7%-16%). The incidences of chromosomal abnormalities in mild, severe, isolated, and non-isolated VM were 9% (95% CI: 4%-16%), 5% (95% CI: 1%-11%), 3% (95% CI: 1%-6%), and 13% (95% CI: 4%-25%), respectively.
CONCLUSIONS
Applying CMA in VM improved the detection rate of abnormalities. When VM is confirmed by ultrasound or MRI, obstetricians should recommend fetal karyotype analysis to exclude chromosomal abnormalities. Moreover, CMA should be recommended preferentially in pregnant women with fetal VM who are undergoing invasive prenatal diagnosis. CMA cannot completely replace chromosome karyotype analysis.
Chromosome Aberrations
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Chromosomes
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Female
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Fetus
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Humans
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Hydrocephalus
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Karyotyping
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Microarray Analysis
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Pregnancy
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Prenatal Diagnosis
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Retrospective Studies
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Ultrasonography, Prenatal


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