1.Association of interpregnancy interval and risk of adverse pregnancy outcomes in woman by different previous gestational ages
Peiran CHEN ; Yi MU ; Zheng LIU ; Yanping WANG ; Xiaohong LI ; Li DAI ; Qi LI ; Mingrong LI ; Yanxia XIE ; Juan LIANG ; Jun ZHU
Chinese Medical Journal 2024;137(1):87-96
Background::With an increasing proportion of multiparas, proper interpregnancy intervals (IPIs) are urgently needed. However, the association between IPIs and adverse perinatal outcomes has always been debated. This study aimed to explore the association between IPIs and adverse outcomes in different fertility policy periods and for different previous gestational ages.Methods::We used individual data from China’s National Maternal Near Miss Surveillance System between 2014 and 2019. Multivariable Poisson models with restricted cubic splines were used. Each adverse outcome was analyzed separately in the overall model and stratified models. The stratified models included different categories of fertility policy periods (2014–2015, 2016–2017, and 2018–2019) and infant gestational age in previous pregnancy (<28 weeks, 28–36 weeks, and ≥37 weeks).Results::There were 781,731 pregnancies enrolled in this study. A short IPI (≤6 months) was associated with an increased risk of preterm birth (OR [95% CI]: 1.63 [1.55, 1.71] for vaginal delivery [VD] and 1.10 [1.03, 1.19] for cesarean section [CS]), low Apgar scores and small for gestational age (SGA), and a decreased risk of diabetes mellitus in pregnancy, preeclampsia or eclampsia, and gestational hypertension. A long IPI (≥60 months) was associated with an increased risk of preterm birth (OR [95% CI]: 1.18 [1.11, 1.26] for VD and 1.39 [1.32, 1.47] for CS), placenta previa, postpartum hemorrhage, diabetes mellitus in pregnancy, preeclampsia or eclampsia, and gestational hypertension. Fertility policy changes had little effect on the association of IPIs and adverse maternal and neonatal outcomes. The estimated risk of preterm birth, low Apgar scores, SGA, diabetes mellitus in pregnancy, and gestational hypertension was more profound among women with previous term births than among those with preterm births or pregnancy loss.Conclusion::For pregnant women with shorter or longer IPIs, more targeted health care measures during pregnancy should be formulated according to infant gestational age in previous pregnancy.
2.Cost-utiliy comparison of ranibizumab or aflibercept in the treatment of diabetic macular edema based on a Markov model
Yanxia ZHU ; Ruting ZHOU ; Tianyan SHI
China Pharmacist 2024;27(7):1155-1161
Objective To compare the cost and utility of aflibercept and ranibizumab in the treatment of diabetic macular edema(DME),in order to provide a reference for the selection of treatment regimens from the perspective of pharmacoeconomics.Methods The Markov model was established by extracting the clinical medication patterns,the survival status of the two treatment regimens within 10 years were simulated,the cost and health utilities were calculated respectively,and the incremental cost-utility ratio(ICUR)was obtained.Compared with the 2022 per capita gross domestic product(GDP)of China,which was 1 time,as the willingness to pay(WTP),the cost-utility advantage scheme was selected.Results During the simulation period,the ICUR of aflibercept compared with ranibizumab was 61 024.22 yuan/quality-adjusted life year(QALY),which was lower than that of WTP,which had obvious economic benefits.Univariate sensitivity analysis showed that the metastasis probability of visual acuity improvement with aflibercept and the number of ranibizumab injections per year were important influencing factors for ICUR.Probabilistic sensitivity analysis showed that when WTP was 1 time of the GDP,aflibercept had a significant cost-utility advantage,the economic probability was 63.7%,and the results were relatively stable.Conclusion For the treatment of DME,aflibercept has a cost-utility advantage over ranibizumab.
3.Effects of sodium oligomannate combined with high-frequency repetitive transcranial magnetic stimulation on activity of daily living and intelligence level of patients with Alzheimer's disease
Junbo XIA ; Guihong JIAO ; Ning LI ; Yu WANG ; Yulong FENG ; Yanxia ZHU
Journal of Xinxiang Medical College 2024;41(8):755-761
Objective To explore the effects of sodium oligomannate combined with high-frequency repetitive transcranial magnetic stimulation on the activity of daily living and intelligence level of patients with Alzheimer's disease.Methods A total of 100 patients with Alzheimer's disease admitted to Henan Provincial Staff Hospital from September 2021 to September 2023 were selected as the research subjects.These patients were divided into an observation group and a control group according to the random number table method,with 50 patients in each group.Patients in the control group were given high-frequency repetitive transcranial magnetic stimulation,and patients in the observation group were given sodium oligomannate combined with high-fre-quency repetitive transcranial magnetic stimulation.Enzyme-linked immunosorbent assay was used to detect the levels of amyloid β-protein(Aβ)142,tumor necrosis factor-a(TNF-a)and interleukin-6(IL-6)in patients of the two groups before and after treatment.Chemiluminescence was used to detect the levels of neurotransmitters in patients of the two groups before and after treatment.The mental symptoms of patients in the two groups before and after treatment were evaluated by the behavioral pathology in Alzheimer's disease rating scale,the intelligence level of patients in the two groups before and after treatment was evaluated by the mini-mental state examination(MMSE)scale and the Montreal cognitive assessment(MoCA)scale,the activity of daily living of patients in the two groups before and after treatment was evaluated by Alzheimer's disease cooperative study-activity of daily living(ADCS-ADL),and the quality of life of patients in the two groups before and after treatment was evaluated by the quality of life-Alzheimer's disease scale.Results Before treatment,the two groups showed no significant difference in the levels of Aβ1-42,TNF-α and IL-6(P>0.05);after treatment,the levels of Aβ1-42,TNF-α and IL-6 in both groups were lower than those before treatment,and the levels of Aβ1-42,TNF-α and IL-6 in the observation group were lower than those in the control group(P<0.05).Before treatment,there were no statistically significant differences in the levels of 5-hydroxytryptamine(5-HT),acetylcholine(ACh),γ-aminobutyric acid(GABA),and Alzheimer-associated neuronal thread protein(AD7c-NTP)between the two groups(P>0.05);after treatment,the levels of 5-HT,ACh,and GABA in the two groups were higher than those before treatment,while the AD7c-NTP level was lower than that before treatment(P<0.05);after treatment,the levels of 5-HT,ACh,and GABA in the observation group were higher than those in the control group,while the AD7c-NTP level was lower than that in the control group(P<0.05).Before treatment,there were no significant differe-nces in the scores of paranoid and delusional ideas,hallucinations,behavioral disorders,aggressive behaviors,daily rhythm disorders,emotional disorders,anxiety and fear,and the total scores between the two groups(P>0.05);after treatment,the scores of paranoid and delusional ideas,hallucinations,behavioral disorders,aggressive behaviors,daily rhythm disorders,emotional disorders,anxiety and fear,and the total scores of patients in the two groups were lower than those before treatment,and the scores of paranoid and delusional ideas,hallucinations,behavioral disorders,aggressive behaviors,daily rhythm disorders,emotional disorders,anxiety and fear,and the total scores of patients in the observation group were lower than those in the control group(P<0.05).Before treatment,there were no significant differences in MMSE,MoCA and ADCS-ADL scores of patients between the two groups(P>0.05);after treatment,the MMSE,MoCA and ADCS-ADL scores of patientsin the two groups were higher than those before treatment,and the MMSE,MoCA and ADCS-ADL scores of patientsin the observation group were higher than those in the control group(P<0.05).Before treatment,there were no significant differences in the scores of physiological function,mental function,behavioral ability and interpersonal relationship,and the total scores of patients between the two groups(P>0.05).After treatment,the scores of physiological function,mental function,behavioral ability and interpersonal relationship,and the total scores of patients in the two groups were higher than those before treatment,and the scores of physiological function,mental function,behavioral ability and interpersonal relationship,and the total scores of patients in the observation group were higher than those in the control group(P<0.05).Conclusion Sodium oligomannate combined with high-frequency repetitive transcranial magnetic stimulation can improve the inflammatory state of patients with Alzheimer's disease,regulate neurotransmitter levels,alleviate psychiatric symptoms,enhance the intelligence level and the activity of daily living,and increase the quality of life.
4.Application of family-community-hospital linked care in patients with chronic hepatitis B
Miaoling HUANG ; Yanxia MO ; Xiaodong ZHU ; Shubing ZHONG ; Yanfen LI ; Zimin DU
Journal of Clinical Medicine in Practice 2024;28(23):132-135
Objective To explore the application effect of family-community-hospital linked care in patients with chronic hepatitis B. Methods A total of 118 patients with chronic hepatitis B were selected and randomly divided into control group and observation group using a random number table method, with 59 patients in each group. The control group received routine health education, while the observation group received family-community-hospital ternary linked care on the basis of the control group received family-community-hospital linked care. The social support, treatment adherence, quality of life, and fear of disease progression between the two groups were compared before intervention and 2 months after the intervention. Results Two months after the intervention, the scores of the Social Support Rating Scale (SSRS), the Treatment Adherence Scale for chronic hepatitis B patients, and the Chronic Liver Disease Questionnaire (CLDQ) increased in both groups compared with those before the intervention, and the above scores were higher in the observation group than in those in the control group (
5.Research progress on dyadic coping of infertility patients and their spouses
Xuejie LIU ; Yuhong LI ; Yanxia ZHU ; Yun TIAN
Chinese Journal of Modern Nursing 2023;29(26):3624-3628
Dyadic coping is an important psychological and social factor that affects the quality of life of infertility patients and their spouses. Previous studies have mostly focused on the ability of individuals with infertility to cope with diseases, with less involvement in the disease coping abilities of spouses and both spouses. This article reviews the concept, theoretical models, influencing factors, and intervention measures of dyadic coping, in order to provide reference for the research on dyadic coping in infertility patients and their spouses in China.
6.Cognitive investigation and influencing factors of nurses' cognition of dysphagia in the elderly in Zhuhai general hospital
Yanxia HUANG ; Guangyu ZHU ; Jing JI ; Huiping PENG ; Xiaoyue YANG
Chinese Journal of Modern Nursing 2023;29(31):4298-4302
Objective:To investigate the cognitive status of nurses at different levels of comprehensive hospitals in Zhuhai regarding dysphagia in the elderly and analyze its influencing factors.Methods:Using the convenient sampling method, a total of 554 nurses from departments with frequent dysphagia in 8 general hospitals in Zhuhai were selected as the research objects from June to July 2021. The Self-made General Data Questionnaire and Questionnaire of Nurses' Cognition of Dysphagia in the Elderly were used to investigate. Multiple stepwise linear regression analysis was used to analyze the factors influencing nurses' cognition of dysphagia in the elderly. A total of 554 questionnaires were collected in this study, of which 515 were valid, with an effective rate of 92.96%.Results:The total cognitive score of 515 elderly nurses with dysphagia was 94.64 (87.50, 100.00). Multiple stepwise linear regression analysis showed that hospital level, frequency of dysphagia knowledge training, and initial education background of nurses were the influencing factors for nurses' cognition of dysphagia in the elderly ( P<0.05) . Conclusions:The higher the hospital level, the more the training times and the higher the initial education background of nurses, the higher the cognition level of elderly patients with dysphagia.
7.Research on prediction of daily admissions of respiratory diseases with comorbid diabetes in Beijing based on long short-term memory recurrent neural network.
Qian ZHU ; Meng ZHANG ; Yaoyu HU ; Xiaolin XU ; Lixin TAO ; Jie ZHANG ; Yanxia LUO ; Xiuhua GUO ; Xiangtong LIU
Journal of Zhejiang University. Medical sciences 2022;51(1):1-9
To compare the performance of generalized additive model (GAM) and long short-term memory recurrent neural network (LSTM-RNN) on the prediction of daily admissions of respiratory diseases with comorbid diabetes. Daily data on air pollutants, meteorological factors and hospital admissions for respiratory diseases from Jan 1st, 2014 to Dec 31st, 2019 in Beijing were collected. LSTM-RNN was used to predict the daily admissions of respiratory diseases with comorbid diabetes, and the results were compared with those of GAM. The evaluation indexes were calculated by five-fold cross validation. Compared with the GAM, the prediction errors of LSTM-RNN were significantly lower [root mean squared error (RMSE): 21.21±3.30 vs. 46.13±7.60, <0.01; mean absolute error (MAE): 14.64±1.99 vs. 36.08±6.20, <0.01], and the value was significantly higher (0.79±0.06 vs. 0.57±0.12, <0.01). In gender stratification, RMSE, MAE and values of LSTM-RNN were better than those of GAM in predicting female admission (all <0.05), but there were no significant difference in predicting male admission between two models (all >0.05). In seasonal stratification, RMSE and MAE of LSTM-RNN were lower than those of GAM in predicting warm season admission (all <0.05), but there was no significant difference in value (>0.05). There were no significant difference in RMSE, MAE and between the two models in predicting cold season admission (all >0.05). In the stratification of functional areas, the RMSE, MAE and values of LSTM-RNN were better than those of GAM in predicting core area admission (all <0.05). has lower prediction errors and better fitting than the GAM, which can provide scientific basis for precise allocation of medical resources in polluted weather in advance.
Beijing/epidemiology*
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Diabetes Mellitus/epidemiology*
;
Female
;
Hospitalization
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Humans
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Male
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Memory, Short-Term
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Neural Networks, Computer
8.Clinical characteristics of 83 patients with acute glyphosate herbicide poisoning
Baoqian ZHANG ; Ding YUAN ; Yi LI ; Zhigao XU ; Yanwu YU ; Changhua SUN ; Lu CHE ; Guoyu DUAN ; Sujuan LI ; Guiying ZHU ; Jianjun GUO ; Linlin HOU ; Yan ZHANG ; Fang YANG ; Hongyi YAN ; Cuicui MENG ; Yanxia GAO
Chinese Journal of Emergency Medicine 2022;31(3):315-321
Objective:To analyze the clinical characteristics of patients with acute glyphosate herbicide poisoning and the differences in the severity of poisoning.Methods:A retrospective analysis was performed on patients with acute glyphosate herbicide poisoning admitted to the First Affiliated Hospital of Zhengzhou University from January 2014 to December 2020. The general information, exposure time, poisoning dose, poisoning cause, poisoning route, clinical manifestations, laboratory examination results during hospitalization, treatment measures, hospital stays and prognosis of the patients were collected. The patients were graded according to the poisoning severity scoring standard of Chinese Expert Consensus on Diagnosis and Treatment of Acute Poisoning in 2016. The highest severity score during hospitalization was used as the final grade. According to the final grade, asymptomatic and mild patients were included in the mild group, and moderate, severe and death patients were included in the severe group. The independent sample T test or Mann-Whitney U test was used for measurement data, and χ2 test or Fisher's exact test was used for counting data. The differences of general data and clinical data between the two groups were compared. Results:According to the inclusion and exclusion criteria, 83 patients with acute glyphosate herbicide poisoning were selected as the study subjects. All patients survived, mainly mild poisoning (56.6%), with a male to female ratio of 33∶50, and an average age of 39 years. The number of poisoning cases increased yearly (the highest in 2019), and most cases occurred in spring and summer. The main cause of poisoning was suicide (71.1%), direct oral administration (83.1%) was the primary route of poisoning, and the dominating clinical manifestations were digestive symptoms (71.1%). Laboratory tests showed increased white blood cell count (WBC), neutrophil percentage (NEUT %) and D-dimer, and decreased hemoglobin and potassium. Compared with the mild group, patients in the severe group were older [(51±17) years vs. (35±19) years], had a higher proportion of suicide and direct oral administration, a longer hospital stay [8.0 (4.8, 12.0) d vs. 3.0 (2.0, 5.5) d], a higher dose of poisoning [200.0 (50.0, 200.0) mL vs. 30.0 (11.3, 57.5) mL], and higher NEUT % within 24 h of admission [(83.4±10.4) vs. (73.2±12.8)]. The increase of WBC, NEUT %, aspartate aminotransferase, prothrombin time, D-dimer and the decrease of serum potassium were more common in the severe group than the mild group, with statistical significance (all P<0.05). Conclusions:The number of patients with acute glyphosate herbicide poisoning is increasing yearly. Generally, the condition is mild and the prognosis is satisfying. The severity is more serious in the middle-aged and elderly patients andthose with direct oral administration, high toxic dose, and high NEUT % within 24 h of admission. Severe poisoning is more likely to cause changes in laboratory indicators.
9.Etiological diagnostic value of cerebrospinal fluid metagenomic next-generation sequencing in central nervous system infection
Cuicui MENG ; Ding YUAN ; Yanwu YU ; Jinzhu WANG ; Jianjun GUO ; Guiying ZHU ; Yimeng WEI ; Jihong CHEN ; Leilei ZHANG ; Yanxia GAO
Chinese Journal of Emergency Medicine 2022;31(4):471-476
Objective:To investigate the etiological diagnostic value of metagenomic sequencing in central nervous system (CNS) infectious diseases.Methods:A total of 170 patients with central nervous system infection admitted to the First Affiliated Hospital of Zhengzhou University from January 2018 to June 2020 were selected as the study subjects according to inclusion and exclusion criteria. General clinical data and pathogen test results were collected. All included patients underwent routine examination and mNGS test, and were divided into the conventional method test group and mNGS test group according to the test results. The measurement data conforming to normal distribution were represented by ± s; The measurement data that did not conform to normal distribution were represented by median and interquartile range. The classification data were expressed by the number of cases and percentage( n,%), and were compared by χ2 test or Fisher's exact test. Consistency test was represented by Kappa value. The detection of pathogenic microorganisms by the two methods and the rule of pathogen spectrum were compared and analyzed. Results:The overall positive rate of mNGS in CNS infectious diseases was higher than that of conventional methods (58.23% vs. 18.82%), and the difference was statistically significant ( P<0.01). Among the 20 samples which were both positive by the two methods, 10 cases were completely pathogenic, 5 cases were partially consistent and 5 cases were completely inconsistent. In the detection of tuberculous nervous system infection, the positive rates were 66.7%, 53.8%, 44.0%, 40.0%, 4.0% in blood T-SPOT, cerebrospinal fluid mNGS, ADA, Mycobacterium tuberculosis DNA and tuberculous specific antibody, respectively. The positive rate of acid-fast staining was 0. The positive rate of mNGS combined with conventional method was 80.8%. Conclusions:The detection rate of mNGS in CNS infection is better than that of conventional methods. However, it does not show obvious superiority in the detection rate of Mycobacterium tuberculosis associated nervous system infection. In general, mNGS detection of pathogenic bacteria is more extensive, which is conducive to a thorough and comprehensive understanding of the bacterial characteristics of central nervous system infection. The combination of the two methods can make up for the deficiency of clinical routine detection to a certain extent, and can maximize the detection rate.
10.Comparison of the ability of two artificial intelligence systems based on different training methods to diagnose early gastric cancer under magnifying image-enhanced endoscopy
Yijie ZHU ; Lianlian WU ; Xinqi HE ; Yanxia LI ; Wei ZHOU ; Jun ZHANG ; Xiaoda JIANG ; Honggang YU
Chinese Journal of Digestion 2022;42(7):433-438
Objective:To compare the ability of deep convolutional neural network-crop (DCNN-C) and deep convolutional neural network-whole (DCNN-W), 2 artificial intelligence systems based on different training methods to dignose early gastric cancer (EGC) diagnosis under magnifying image-enhanced endoscopy (M-IEE).Methods:The images and video clips of EGC and non-cancerous lesions under M-IEE under narrow band imaging or blue laser imaging mode were retrospectively collected in the Endoscopy Center of Renmin Hospital of Wuhan University, for the training set and test set for DCNN-C and DCNN-W. The ability of DCNN-C and DCNN-W in EGC identity in image test set were compared. The ability of DCNN-C, DCNN-W and 3 senior endoscopists (average performance) in EGC identity in video test set were also compared. Paired Chi-squared test and Chi-squared test were used for statistical analysis. Inter-observer agreement was expressed as Cohen′s Kappa statistical coefficient (Kappa value).Results:In the image test set, the accuracy, sensitivity, specificity and positive predictive value of DCNN-C in EGC diagnosis were 94.97%(1 133/1 193), 97.12% (202/208), 94.52% (931/985), and 78.91%(202/256), respectively, which were higher than those of DCNN-W(86.84%, 1 036/1 193; 92.79%, 193/208; 85.58%, 843/985 and 57.61%, 193/335), and the differences were statistically significant ( χ2=4.82, 4.63, 61.04 and 29.69, P=0.028, =0.035, <0.001 and <0.001). In the video test set, the accuracy, specificity and positive predictive value of senior endoscopists in EGC diagnosis were 67.67%, 60.42%, and 53.37%, respectively, which were lower than those of DCNN-C (93.00%, 92.19% and 87.18%), and the differences were statistically significant ( χ2=20.83, 16.41 and 11.61, P<0.001, <0.001 and =0.001). The accuracy, specificity and positive predictive value of DCNN-C in EGC diagnosis were higher than those of DCNN-W (79.00%, 70.31% and 64.15%, respectively), and the differences were statistically significant ( χ2=7.04, 8.45 and 6.18, P=0.007, 0.003 and 0.013). There were no significant differences in accuracy, specificity and positive predictive value between senior endoscopists and DCNN-W in EGC diagnosis (all P>0.05). The sensitivity of senior endoscopists, DCNN-W and DCNN-C in EGC diagnosis were 80.56%, 94.44%, and 94.44%, respectively, and the differences were not statistically significant (all P>0.05). The results of the agreement analysis showed that the agreement between senior endoscopists and the gold standard was fair to moderate (Kappa=0.259, 0.532, 0.329), the agreement between DCNN-W and the gold standard was moderate (Kappa=0.587), and the agreement between DCNN-C and the gold standard was very high (Kappa=0.851). Conclusion:When the training set is the same, the ability of DCNN-C in EGC diagnosis is better than that of DCNN-W and senior endoscopists, and the diagnostic level of DCNN-W is equivalent to that of senior endoscopists.


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