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1.
Chinese Journal of Geriatrics ; (12): 711-714, 2023.
Article in Chinese | WPRIM | ID: wpr-993879

ABSTRACT

Objective:To study the risk factors of acute stroke within 1 year after hip fracture in the elderly and its effect on prognosis.Methods:From January 2018 to December 2020, 278 elderly hip fracture patients undergoing surgery were retrospectively analyzed, including 101 males and 177 females, aged from 60 to 99 years with an average of(78.9±8.7)years.According to whether acute stroke occurred within 1 year after operation, the patients were divided into stroke group and non-stroke group.A multivariate Logistic regression was used to evaluate the risk factors for acute stroke within 1 year after hip fracture, and the prognosis was analyzed.Results:Acute stroke occurred in 28 patients(10.1%)within 1 year after operation, and the peak of stroke onset occurred in the third months after operation.Patients in the stroke group were older, and had a higher proportion of hypertension, arrhythmia, previous stroke history, and use of anticoagulant or antiplatelet drugs before fracture( P<0.05 for all). Multivariate Logistic regression analysis showed that advanced age( OR=1.078, 95% CI=1.007-1.153, P=0.030), male( OR=2.643, 95% CI=1.060-6.742, P=0.037)and previous stroke history( OR=12.202, 95% CI=4.662-31.940, P<0.001)were independent risk factors for stroke in elderly patients with hip fracture within 1 year after operation.The 1-year mortality, complication rate and readmission rate in the stroke group were significantly higher than those in the non-stroke group( P<0.05 for all). Conclusions:The incidence of stroke is high in elderly patients with hip fracture within 1 year after operation.Older age, male, and previous stroke history were independent risk factors for acute stroke.The prognosis of stroke was poor in elderly patients with hip fracture, and the 1-year mortality, complication and readmission rates were high.

2.
Journal of Clinical Hepatology ; (12): 408-412, 2023.
Article in Chinese | WPRIM | ID: wpr-964806

ABSTRACT

Nonalcoholic fatty liver disease (NAFLD) has become the most common chronic liver disease, and liver fibrosis is closely associated with the prognosis in NAFLD; therefore, accurate assessment of liver fibrosis is of great importance. Liver biopsy is the gold standard for the diagnosis of NAFLD, but its clinical application is limited by invasiveness. Elastography technique based on ultrasound and magnetic resonance imaging has gradually been applied in the diagnosis of liver fibrosis associated with NAFLD. This article elaborates on the principles of the two techniques, compares their respective advantages and disadvantages, and introduces the advances in application in combination with artificial intelligence.

3.
China Journal of Orthopaedics and Traumatology ; (12): 308-312, 2023.
Article in Chinese | WPRIM | ID: wpr-981688

ABSTRACT

OBJECTIVE@#To explore treatment strategy for complex Schatzker Ⅳ tibial plateau fracture.@*METHODS@#Forty-one patients with complex Schatzker type Ⅳ tibial plateau fractures were treated from January 2016 to January 2021, including 28 males and 13 females, aged from 19 to 65 years old with an average of (35.3±19.8) years old. Individualized treatment plan was developed according to preoperative imaging characteristics, medial surgical approach was mainly combined with other auxiliary incisions. Posteromedial inverted L approach was used in 18 patients, posteromedial approach and anterolateral extended approach in 19 patients, and posteromedial approach with anterolateral and lateral condylar osteotomy in 4 patients. Articular surface and facture healing were observed, range of knee joint motion was measured at 12 months after opertaion, and function of knee joint was evaluated by Lysholm scoring system.@*RESULTS@#Forty-one patients were followed up for 12 to 26 months with an average of (13.3±6.8) months. Twenty-nine patients and 10 patients were obtained complete fracture healing at 6 and 12 months after operation respectively, and fracture healing time was 4 to 13 months with an average of (5.0±3.7) months. Two patients occurred posterior medial internal fixation failure and varus deformity of knee joint, and the fracture healed and varus deformity was corrected after the second operation. Range of knee joint motion was (118±29) °, and Lysholm score was(83.0±16.0) points.@*CONCLUSION@#Individualized treatment should be reasonably selected for complex Schatzker Ⅳ tibial plateau fractures, the characteristics of lateral plateau fractures are an important reference for selecting surgical approaches, the effective fixation of posteromedial bone blocks should be pay full attention, and the overall treatment results are satisfied.


Subject(s)
Male , Female , Humans , Young Adult , Adult , Middle Aged , Aged , Adolescent , Tibial Plateau Fractures , Bone Plates , Tibial Fractures/surgery , Treatment Outcome , Knee Joint/surgery , Fracture Fixation, Internal/methods , Retrospective Studies
4.
Chinese Journal of Oncology ; (12): 425-429, 2022.
Article in Chinese | WPRIM | ID: wpr-935231

ABSTRACT

Objective: To investigate the clinicopathological factors and prognostic status of young Mammary Paget's disease (MPD) patients with invasive ductal carcinoma (IDC). Methods: In this study, we defined the age at diagnosis below 40 years old as young patients, and retrospectively analyzed data from 123 MPD-IDC patients who were admitted at the Cancer Hospital Chinese Academy of Medical Sciences from June 2002 to February 2019. Patients were divided into the young group (≤40 years old, 15 cases) and the old group (>40 years old, 108 cases) according to the age of onset, and the clinicopathological characteristics and prognosis of the two groups were compared. Cox regression model analysis was used to analyze the prognosis influencing factors. Results: The proportions of patients in the young group with non-menopausal, axillary lymph node metastasis, and Ki-67 index ≥15% were 93.3% (14/15), 73.3% (11/15), and 86.7% (13/15), respectively, which were higher than those in the old group [45.4% (49/108), 39.8%(43/108), and 60.2% (65/108), respectively] , with statistically significant differences (P<0.05). At an average follow-up of 63.2 months, patients in the young group had a significantly shorter disease-free survival (DFS) compared with that of the old group (P=0.012), while the difference in overall survival (OS) between the two groups was not statistically significant (P=0.161). Multifactorial Cox regression analysis showed that axillary lymph node status was an independent influencing factor on OS (HR=3.339, 95% CI: 1.121-9.943) in patients with MPD-IDC, while age was not. Conclusion: Compared with the old group, young patients with MPD-IDC have a higher incidence of axillary lymph node metastasis, high Ki-67 expression, and a shorter DFS, but age is not an independent influencing factor on DFS or OS in patients with MPD-IDC.


Subject(s)
Adult , Female , Humans , Breast Neoplasms , Carcinoma, Ductal, Breast/surgery , Ki-67 Antigen , Lymphatic Metastasis , Paget's Disease, Mammary/metabolism , Prognosis , Retrospective Studies
5.
China Journal of Chinese Materia Medica ; (24): 1558-1563, 2021.
Article in Chinese | WPRIM | ID: wpr-879061

ABSTRACT

To explore prescription medication regularity in the treatment of Alzheimer's disease with traditional Chinese medicine(TCM). With Alzheimer's disease or senile dementia as the subject, collecting and sorting out the journal papers in CNKI were collected as the data source to establish the literature research database of Alzheimer's disease prescriptions, and then the association rule analysis, factor analysis and systematic cluster analysis on the included TCM were conducted. Among the 113 prescriptions included in the standard, the single herb Acori Tatarinowii Rhizoma was the most common. The herbs were mainly warm and flat among four pro-perties, mainly sweet, bitter and spicy among five flavors. The drugs were mainly distributed in five internal organs, and the most commonly used drugs were deficiency tonifying drugs as well as blood activating and stasis removing drugs. In the association rule analysis, it was found that there were 6 drug pairs with the highest association strength. Eight common factors were extracted from the factor analysis, and they were classified into 6 categories in the systematic cluster analysis. The results have shown that the overall principles in treating Alzheimer's disease with modern Chinese medicine are tonifying deficiency, invigorating circulation, activating blood and dispelling phlegm.


Subject(s)
Humans , Alzheimer Disease/drug therapy , Data Mining , Drugs, Chinese Herbal/therapeutic use , Medicine, Chinese Traditional , Prescriptions
6.
Acta Academiae Medicinae Sinicae ; (6): 736-742, 2021.
Article in Chinese | WPRIM | ID: wpr-921532

ABSTRACT

Objective To compare the efficacy and safety of cyclosporin A(CsA)and CsA combined with recombined human erythropoietin(rhEPO)in the treatment of patients with chronic aplastic anemia(CAA).Methods Data of 79 patients with CAA treated at Department of Hematology,PUMC Hospital between January 2016 and June 2018 were collected for retrospective analysis.Forty-five patients were treated with CsA+rhEPO,and the other 34 patients with CsA alone.All the enrolled patients were treated for at least 1.5-2.0 years and followed for at least 1.0 year.The efficacy,side effects,long-term outcomes were compared between the two groups,and factors that may influence the efficacy were analyzed.Results The patients treated with CsA+rhEPO included 14 males and 31 females,with a median age of 43(19,73)years old.The median treatment duration of CsA and rhEPO was 26(12,38)and 4(3,6)months,respectively,and the median followed-up time was 24(12,42)months.The patients treated with CsA alone included 16 males and 18 females,with a median age of 36(16,85)years old.The median CsA treatment duration was 24(12,40)months and the median follow-up time was 25(12,40)months.There was no statistical difference in baseline characteristics between the two groups(all


Subject(s)
Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Young Adult , Anemia, Aplastic/drug therapy , Cyclosporine/therapeutic use , Erythropoietin/therapeutic use , Recombinant Proteins , Remission Induction , Retrospective Studies
7.
China Journal of Orthopaedics and Traumatology ; (12): 735-740, 2020.
Article in Chinese | WPRIM | ID: wpr-828215

ABSTRACT

OBJECTIVE@#To explore the clinical efficacy of C expanded half lamina excision combined with unilateral open door laminoplasty for multiple segmental cervical spinal cord compression syndrome.@*METHODS@#The clinical data of 58 patients with multiple segmental cervical spinal cord compression syndrome underwent surgical treatment between September 2014 and May 2018 were retrospectively analyzed. There were 34 males and 24 females with a mean age of 64.4 years old (ranged from 46 to 78 years old). Among them, 28 cases received the surgery of C expanded half lamina excision combined with C-C unilateral open-door laminoplasty (improvedgroup), and 30 cases received a single C-C unilateral open-door laminoplasty (traditional group). Operation time, intraoperative blood loss, complications including C nerve root palsy and axial symptoms were compared between two groups. To evaluate the situation of the imaging indicators by measuring the space available for the spinal cord through cross sectional MRI of cervical spine at the narrowest segment of C (including intervertebral disc levels of C). Pre- and post-operative Japanese Orthopedic Association(JOA) score, Neck Disability Index(NDI) score, and improvement rate of neurological function, were recorded and analyzed between the two groups.@*RESULTS@#All the patients were followed up for 12 to 18 months with an average of(14.5±1.8) months for improved group and (14.5±1.9) months for traditional group, and no significant difference was found between the two groups (>0.05). There was no significant difference in intraoperative blood loss and C nerve root palsy between the two groups (>0.05). The operation time (119±10) min vs (126±12) min and axial symptoms 7.1%(2/28) vs 26.6%(8/30) was significant difference between the two groups (0.05).@*CONCLUSION@#C expanded half lamina excision combined with unilateral open-door laminoplasty is an effective method to treat multiple segmental cervical spinal cord compression syndrome, for it can not only fully relieved spinal cord compression, but also achievedgood effect in preventing complications such as axial symptoms by reducing stripping of muscles from C2 spinous process.


Subject(s)
Aged , Female , Humans , Male , Middle Aged , Cervical Vertebrae , General Surgery , Cross-Sectional Studies , Laminectomy , Laminoplasty , Retrospective Studies , Spinal Cord Compression , Treatment Outcome
8.
Chinese Journal of Experimental Traditional Medical Formulae ; (24): 53-61, 2020.
Article in Chinese | WPRIM | ID: wpr-873280

ABSTRACT

Objective::To observe the effect of modified Dihuang Yinzi on the learning and memory ability and on the neurons in CA1 area of hippocampus of rats suffering from vascular dementia. Method::The 84 male SD rats were randomly selected to form the sham operation group of 12 rats, and the other 72 rats were chosen for the vascular dementia model by means of Bivascular occlusion, and among which 60 were chosen randomly into 6 groups of 12 rats, namely, the model group, the nimodipine group (0.011 g·kg-1), and the high, medium and low dose modified Dihuang Yinzi (4.54, 2.27, 1.14 g·kg-1) respectively. After 30 days of continuous gavage, Morris water maze was used to detect the learning and memory ability of rats, hematoxylin eosin (HE) was used to observe the morphological changes of hippocampal CA1 neurons, transmission electron microscopy was used to observe the ultrastructural changes of hippocampal CA1 neurons, TUNEL was used to detect the apoptosis level of hippocampal CA1 neurons, immunohistochemical(IHC) was used to detect the expression level of phosphatidylinositol-3(PI3K), protein kinase B (Akt), Caspase-3 in hippocampal CA1 tissues. Result::Compared with sham operation group, the escape latency of the model group was significantly prolonged, the number of times of crossing the original platform was significantly reduced (P<0.01), the neuronal morphology of hippocampal CA1 area was damaged to varying degrees, the apoptosis rate was significantly increased (P<0.01), the integral optical density and average optical density of PI3K, Akt were significantly reduced (P<0.01), and the integral optical density and average optical density of Caspase-3 were significantly reduced (P<0.01). Compared with model group, the escape latency was shortened (P<0.05, P<0.01), the number of crossing the original platform was increased (P<0.05, P<0.01), the integrated optical density and average optical density of PI3K and Akt were significantly increased (P<0.01), and the integrated optical density and average optical density of Caspase-3 were decreased in different degrees (P<0.05, P<0.01). Conclusion::Modified Dihuang Yinzi can improve the learning and memory ability of vascular dementia model rats and the damaged neurons in the hippocampal CA1 area. The potential mechanism may be related to the activation of PI3K/Akt signal transduction pathway and the inhibition of apoptosis of neurons in hippocampal CA1 area of rats.

9.
Chinese Journal of Internal Medicine ; (12): 1009-1012, 2020.
Article in Chinese | WPRIM | ID: wpr-870207

ABSTRACT

Talaromyces Marneffei infection is rarely reported in patients with chronic active Epstein-Barr virus (EBV) infection. We reported an old man with chronic fever, pleomorphic rash, cough, EBV viraemia, and secondary hemophagocytic syndrome. Repeated histological biopsy and culture of skin lesions revealed Talaromyces Marneffei. This patient was diagnosed as chronic active EBV infection, and Talaromyces Marneffei infection. After treated with glucocorticoid steroids and anti-fungal therapy, the patient finally recovered. EBV infection is usually seen in immune compromised patients, who are susceptible to opportunistic pathogens rarely as Talaromyces Marneffei in this case.

10.
Chinese Journal of Rehabilitation Theory and Practice ; (12): 170-180, 2020.
Article in Chinese | WPRIM | ID: wpr-905761

ABSTRACT

@#Objective To analyze the contents of the recommendations of stroke clinical rehabilitation guidelines in order to provide advice for the development and implementation of stroke rehabilitation guidelines.Methods PubMed, EMBASE, CNKI, China Biology Medicine disc, Wanfang databases and guideline-related websites were retrieved from the date of establishment to January 2020, to collect stroke clinical rehabilitation guidelines. The main content, recommendations based on evidence, the type of evidences, and the scope of evidence classification had been explored based on World Health Organization Handbook for Guideline Development-2nd Edition.Results A total of twelve guidelines were included in this study, one in Chinese and eleven in English. They were from the United States (3 guidelines), United Kingdom (3 guidelines), Canada (3 guidelines), Australia (2 guidelines) and China (1 guidelines), and published from September, 2005 to February, 2019. Three articles (25.0%) used the Appraisal of Guidelines for Research and Evaluation (AGREE) for quality evaluation, and two articles (16.7%) used Grading of Recommendations Assessment, Development and Evaluation (GRADE) as the grading system. The recommendations covered the areas such as: cognitive dysfunction (4 dimensions) with a recommendation of cognitive function assessment at most (7 guidelines, 66.7%), language and swallowing dysfunction (5 dimensions) with a recommendation of swallowing-related complications at most (10 guidelines, 83.3%), motor dysfunction (6 dimensions) with a recommendation of spasm treatment at most (10 guidelines, 83.3%), and psychological and behavioral dysfunction (4 dimensions) with a recommendation for assessment or monitoring at most (6 guidelines, 50.0%). There were many recommendations in these areas, but the types of evidence were different, and observational studies and/or randomized controlled trials accounted for most.Conclusion There are different types of evidence and levels of recommendation strength. It is proposed for future guideline developers in stroke rehabilitation to follow World Health Organization Handbook for Guideline Development-2nd Edition to improve the quality and the overall implementation of the rehabilitation guidelines, and to improve the quality and safety of rehabilitation.

11.
Chinese Journal of Rehabilitation Theory and Practice ; (12): 150-155, 2020.
Article in Chinese | WPRIM | ID: wpr-905758

ABSTRACT

@#Objective To evaluate and analyze the panel composition and conflict of interest management of clinical practice guidelines of rehabilitation.Methods Clinical practice guidelines of rehabilitation were systematically retrieved from PubMed, EMBASE, China Biology Medicine disc, CNKI, Wanfang Data and Medlive database, the National Institute for Health and Care Excellence, National Guideline Clearinghouse, The Scottish Intercollegiate Guidelines Network, World Health Organization (WHO) and Guidelines International Network until January 11, 2020. Two researchers independently screened and cross-checked the literatures, and extracted the basic information of included guidelines, including the title, formulating institution, published journol, as well as the expert group, the number of expert group, the specific division of labor and their discipline, affiliation and the geographic location, the statement and management of conflict of interest, types of conflicts of interest, and whether to accept fund and the source of the fund.Results A total of 84 guidelines were finally included, 17 domestic ones and 67 foreign ones, in which, 52 (61.9%) reported the expert panel; 22 (26.2%) reported the number of expert panel groups, 21 (25.0%) indicated the specific division of work among the members of the expert panel, 74 (88.1%) reported the names of the members of the expert panel, 47 (56.0%) reported the subjects and specialties of the panelists, 70 (83.3%) reported the affiliation and location of panelists, 14 (16.7%) mentioned the management of conflicts of interest, and 25 (29.8%) reported if there were conflicts of interest. Only five of the 16 funded guidelines stated that there was no conflict of interest between the funding and the development of the guidelines. Among them, the reporting rate of expert panel was significantly higher in foreign countries than in China (χ2 = 9.542, P < 0.01), the reporting rate of name of expert panel members and specific division of labor were higher in foreign countries than in China ( χ2 > 4.155, P < 0.05), and the reporting rate of conflict of interest management was also higher in foreign countries than in China ( P < 0.05). There was no significant difference in whether there was a conflict of interest, whether it was funded and the type of funding at home and abroad ( P > 0.05). Conclusion In gerenal, clinical practice guidelines of rehabilitation published at home and abroad are necessary to be improved in the reporting quality of expert group formulation and division of labor, conflict of interest reporting and management. It is proposed that future guideline developers should follow the WHO Handbook for Guideline Development, assign roles of experts, strengthen the management and reporting of conflicts of interest, and standarderize the development process and reporting of the guidelines.

12.
Chinese Journal of Plastic Surgery ; (6): 88-93, 2020.
Article in Chinese | WPRIM | ID: wpr-798832

ABSTRACT

IIn recent years, an increasing trend of the birth prevalence of anotia/microtia is observed in China, contributed by changes of social environment and lifestyle. There seems to be no major breakthroughs in exact pathogenesis of microtia, though the research results related to molecular genetics unceasingly appear. Animal studies have important implications for exploring the pathophysiologic mechanism of microtia. In this review, we focused on the types and modeling approaches of animal models, as well as the advantages and disadvantages respectively. We believe that this review will provide references for researchers to select and establish appropriate animal models.

13.
Journal of Acupuncture and Tuina Science ; (6): 409-415, 2019.
Article in Chinese | WPRIM | ID: wpr-824936

ABSTRACT

Objective:To observe the therapeutic effect of acupuncture-moxibustion at different intervals on persistent allergic rhinitis. Methods: A total of 90 patients conforming to the inclusion criteria were randomized into three groups named A, B and C by randomized block method. Patients in all three groups received the same treatment of acupuncture and herbal cake-partitioned moxibustion at the same acupoints, while the treatment frequency was different. Patients in group A received the treatment once a week, group B twice a week and group C three times a week, and all the treatment lasted for 4 weeks. The total nasal symptom score (TNSS), total ocular symptom score (TOSS) and Sino-nasal outcome test-20 (SNOT-20) were evaluated before and after treatment. The self-rating score of symptoms was evaluated during treatment and 2 weeks after treatment. Results: The total effective rate was 80.0% in group A, 93.3% in group B, and 100.0% in group C. The total effective rate in group A was statistically different from that in group B and group C (both P<0.05), but there was no significant inter-group difference in total effective rate between group B and group C (P>0.05). After treatment, scores of TNSS, TOSS and SNOT-20 in all three groups dropped significantly, and statistically different from those before treatment (all P<0.05); between-group comparison showed group B and group C decreased more obvious than group A (all P<0.05). In self-rating score of symptoms, there were no inter-group statistically significant differences in the first 3-week treatment (all P>0.05); after 4-week treatment, the score in group A was higher than that in group B and group C, and showed statistical significant (both P<0.05); at 2 weeks after treatment, the score in group A was higher than that in group B and group C based on an everyday record, showing statistical significance (both P<0.05). At the 11th day after treatment, the score in group B was higher than that in group C (P<0.05). There were no significant differences between group B and group C at other time points (all P>0.05). Conclusion: All three protocols are effective for allergic rhinitis. With the increase of treatment frequency, the therapeutic efficacy with a treatment frequency of twice a week and three times a week is superior to that of once a week. Frequency of three times a week has a better long-term effect than once and twice a week, together with the least fluctuation of symptoms.

14.
Acta Academiae Medicinae Sinicae ; (6): 323-330, 2019.
Article in Chinese | WPRIM | ID: wpr-776031

ABSTRACT

Objective To understand the prevalence and metabolic abnormalities of fatty liver disease among adults in Mianyang City,Sichuan Province,and to analyze their influencing factors.Methods Totally 294 603 adults aged 18 years and older were enrolled by using a multi-stage stratified random sampling method in Mianyang City from November 1,2014 to September 30,2015.Fatty liver was diagnosed by abdominal ultrasound.The general demographic characteristics,smoking history,drinking history,and history of chronic disease were collected through questionnaires.Meanwhile,10 217 subjects were randomly selected for biochemical tests[fasting plasma gluose(FPG),triacylglycerol(TG),total cholesterol(TC),and alanine aminotransferase(ALT)].Results Of these 294 603 subjects,17 105(5.81%)had fatty liver.After having been age-adjusted based on the results of the sixth national census in 2010,the standardized prevalence was 5.32%.The prevalence was significantly higher in males(6.76%;standardized prevalence:7.24%)than in females(5.09%;standardized prevalence:4.08%)(=365.814,<0.001)。The prevalence of fatty liver disease was significantly higher in people with current smokers(8.52%)/ex-smokers(8.89%),occasional alcohol users(6.79%)/regular alcohol users(10.51%)/daily alcohol users(10.62%),and patients with hypertension(12.14%)/diabetes(15.19%)/coronary heart disease(10.22%)than those without corresponding characteristics(all <0.001).Abnormal increase in body mass index,diastolic blood pressure,FPG,TG,TC,and ALT were risk factors for fatty liver in Logistic regression model.Conclusions The prevalence of fatty liver in adults is relatively low in Mianyang City.Patients with fatty liver usually have varying degrees of abnormal increase in blood lipids,blood glucose,blood pressure,and ALT.Healthy lifestyles and comprehensively assessment of metabolic status are conducive to the prevention and treatment of fatty liver and extrahepatic complications.


Subject(s)
Female , Humans , Male , Alcohol Drinking , Body Mass Index , China , Fatty Liver , Metabolism , Hypertension , Prevalence , Risk Factors , Smoking
15.
Journal of Biomedical Engineering ; (6): 435-443, 2019.
Article in Chinese | WPRIM | ID: wpr-774187

ABSTRACT

Acute respiratory distress syndrome (ARDS) is a serious threat to human life and health disease, with acute onset and high mortality. The current diagnosis of the disease depends on blood gas analysis results, while calculating the oxygenation index. However, blood gas analysis is an invasive operation, and can't continuously monitor the development of the disease. In response to the above problems, in this study, we proposed a new algorithm for identifying the severity of ARDS disease. Based on a variety of non-invasive physiological parameters of patients, combined with feature selection techniques, this paper sorts the importance of various physiological parameters. The cross-validation technique was used to evaluate the identification performance. The classification results of four supervised learning algorithms using neural network, logistic regression, AdaBoost and Bagging were compared under different feature subsets. The optimal feature subset and classification algorithm are comprehensively selected by the sensitivity, specificity, accuracy and area under curve (AUC) of different algorithms under different feature subsets. We use four supervised learning algorithms to distinguish the severity of ARDS (P/F ≤ 300). The performance of the algorithm is evaluated according to AUC. When AdaBoost uses 20 features, AUC = 0.832 1, the accuracy is 74.82%, and the optimal AUC is obtained. The performance of the algorithm is evaluated according to the number of features. When using 2 features, Bagging has AUC = 0.819 4 and the accuracy is 73.01%. Compared with traditional methods, this method has the advantage of continuously monitoring the development of patients with ARDS and providing medical staff with auxiliary diagnosis suggestions.


Subject(s)
Humans , Algorithms , Area Under Curve , Blood Gas Analysis , Machine Learning , Monitoring, Physiologic , Methods , ROC Curve , Respiratory Distress Syndrome , Diagnosis , Sensitivity and Specificity
16.
Chinese Journal of Contemporary Pediatrics ; (12): 259-264, 2019.
Article in Chinese | WPRIM | ID: wpr-774089

ABSTRACT

OBJECTIVE@#To study the features of serum metabolites in preterm infants based on gas chromatography-mass spectrometry (GC-MS), and to find differentially expressed metabolites in the serum of preterm infants.@*METHODS@#Serum samples were collected from 19 preterm infants and 20 full-term infants before feeding. GC-MS was used to measure metabolic profiles, and the metabolic features of 397 serum metabolites in preterm infants were analyzed.@*RESULTS@#There was a significant difference in serum metabolic features between the preterm and full-term infants before feeding. There were significant differences between the full-term and preterm infants in the levels of metabolites such as O-phosphonothreonine, digicitrin, tannic acid, and fructose-1,6-diphosphate (P<0.01), suggesting that the above differentially expressed metabolites were highly differentiated between the preterm and full-term infants. Most differentially expressed metabolites were involved in the metabolic pathways such as ABC transporters, β-alanine and pyrimidines and were correlated with some clinical parameters (albumin and total bilirubin) (P<0.05).@*CONCLUSIONS@#There is a significant difference in serum metabolites between preterm and full-term infants before feeding. Metabolomics plays an important role in improving metabolic disorders and exploring metabolism-related diseases in preterm infants.


Subject(s)
Humans , Infant, Newborn , Gas Chromatography-Mass Spectrometry , Infant, Premature , Metabolic Networks and Pathways , Metabolome , Metabolomics
17.
Chinese Journal of Infection Control ; (4): 163-166, 2019.
Article in Chinese | WPRIM | ID: wpr-744325

ABSTRACT

Objective To explore risk factors for healthcare-associated pneumonia (HAP) caused by carbapenemresistant Enterobacter cloacae (CREC) in patients in intensive care unit (ICU).Methods From July 2013 to June 2017, 64 patients with CREC-HAP in ICU of a hospital were collected as case group, and 64 patients with carbapenem-sensitive Enterobacter cloacae HAP (CSEC-HAP) were as control group, risk factors for the occurrence of CREC-HAP were analyzed retrospectively by 1∶1 matched case-control study.Results Univariate analysis showed that APACHE II score≥20, long length of ICU stay, use of ventilator, long length of ventilator use, use of carbapenems, long duration of antimicrobial use, and at least 2 kinds of antimicrobial agents combined use were associated with the occurrence of CREC-HAP (all P<0.05).Multivariate logistic regression analysis showed that APACHE II score≥20, use of ventilator, long length of ventilator use, use of carbapenems, and long duration of antimicrobial use were independent risk factors for occurrence of CREC-HAP (all P<0.05).Conclusion Risk factors for occurrence of CREC-HAP in ICU patients include the use of carbapenems, long length of ventilator use, long duration of antimicrobial use, and APACHE II score≥20.Effective preventive and control measures can be formulated and taken in view of the above risk factors.

18.
China Pharmacy ; (12): 987-990, 2018.
Article in Chinese | WPRIM | ID: wpr-704721

ABSTRACT

OBJECTIVE:To provide reference for safe drug use of paclitaxel in clinic. METHODS:The literatures about anaphylactic shock induced by paclitaxel were retrieved from China Hospital Knowledge Database during 2006-2016. After screening literatures which met inclusion criteria,the literatures were analyzed statistically in respects of the distribution of patient's gender and age,primary disease,distribution of occurrence time of anaphylactic shock,prophylactic drug use,route of administration and dosage,combined with chemotherapy drugs,prodromal clinical manifestations,first-aid measures and prognosis,etc. RESULTS:A total of 53 cases of anaphylactic shock induced by paclitaxel were included,among which there were 16 male and 37 female,aged 17-72 years;female patients over 40 year-old took up the highest proportion(30 cases,56.60%). The major primary diseases were lung cancer(15 cases,28.30%),breast cancer(12 cases,22.64%)and ovarian cancer(11 cases,20.75%). Anaphylactic shock mainly occurred within 5 min after intravenous dripping(34 cases,64.15%). 45 cases (84.90%)received antiallergic prophylactic program before using paclitaxel;53 patients were given intravenous dripping with single dose of 30-300 mg. Among 53 patients,25 patients were given paclitaxel alone,and other patients were given paclitaxel combined with chemotherapy drugs. The prodromal clinical symptoms of anaphylactic shock mainly involved cardiovascular system (123 case time,36.07%),skin and mucous membrane system(73 case time,21.41%)and respiratory system(67 case time, 19.64%). 2 patients(3.77%)died after rescue treatment. CONCLUSIONS:More attention must be paid to the occurrence of anaphylactic shock induced by paclitaxel.

19.
Acta Academiae Medicinae Sinicae ; (6): 750-756, 2018.
Article in Chinese | WPRIM | ID: wpr-774023

ABSTRACT

Objective To investigate the college students'awareness of acquired immune deficiency syndrome (AIDS) and its influencial factors in universities implementing "Red Ribbon in Colleges" event.Methods A multistage random sampling method was used to select 2057 students from 8 universities. Among them,1977 students were surveyed by quantitative questionnaires and 80 students were interviewed qualitatively. SPSS 24.0 software was used for data processing and analysis.Results A total of 1977 students was investigated,among whom the overall awareness rate of AIDS-related knowledge was 88.21%. The awareness rate of the three major routes of AIDS transmission (i.e. sexual transmission,blood transmission,and mother-to-child transmission) were more than 90%,and the awareness rate of "Can mosquito bites spread AIDS" was lowest (72.99%). The awareness rate of AIDS-related knowledge was significantly higher among students who had attended the "Red Ribbon in Colleges" event (95.36%,P<0.001),followed by those who had received AIDS prevention education as a freshman (92.22%,P<0.001),had filled in AIDS prevention questionnaires (91.42%,P<0.001),and had attended other AIDS-related health education events in schools or colleges (91.36%,P<0.001),and the differences were statistically significant when compared with students who had not attended any of these events. Multivariate unconditional Logistic regression analysis showed that attending the "Red Ribbon in Colleges" event (OR=2.973,95%CI=1.684-5.249,P<0.001),receiving AIDS prevention education as a freshman (OR=2.944,95%CI=2.073-4.181,P<0.001),attending other AIDS-related health education in schools or colleges (OR=1.590,95%CI=1.141-2.217,P=0.006),majoring in engineering disciplines (OR=2.756,95%CI=1.846-4.114,P<0.001),junior students (OR=1.916,95%CI=1.216-3.020,P=0.005),living in central China (OR=1.868,95%CI=1.085-3.218,P=0.024),and living in northern China (OR=1.774,95%CI=1.159-2.716,P=0.008) were favourable factors for high awareness rate. Qualitative analysis indicated that students rated highly of the "Red Ribbon in Colleges" event.Conclusion The "Red Ribbon in Colleges" event and other AIDS education programs help to increase the college students'awareness of AIDS-related knowledge.


Subject(s)
Humans , Acquired Immunodeficiency Syndrome , China , Health Knowledge, Attitudes, Practice , Students , Surveys and Questionnaires , Universities
20.
Chinese Journal of Endocrinology and Metabolism ; (12): 555-562, 2018.
Article in Chinese | WPRIM | ID: wpr-806780

ABSTRACT

Objective@#To reclarify the natural change trend of several hormones with age in Chinese population.@*Methods@#A cross-sectional survey was performed including 5 935 healthy individuals (2 286 males and 3 649 females) in the final statistical analysis. All participants received questionnaire survey, anthropometric index and laboratory tests including sex-related hormones, insulin, thyroid hormones, and 25-hydroxyvitamin D [25(OH)D]. Kruskal-Wallis test or One-way ANOVA analysis was used to compare hormone levels in different age groups. Spearman analysis was used to explore the correlation between age and hormone levels.@*Results@#(1) Follicle stimulating hormone (FSH) and luteinizing hormone (LH) concentrations increased with age from 40 years in both males and females, and stabilized at high levels after the age of 60 in females and 80 in males. Estradiol level in females started to decrease since 40 years old, then stabilized around 70 years. Sex hormone binding globulin level increased significantly with age in males, but decreased in postmenopausal females. (2) Fasting serum insulin gradually decreased with age in males until 60 years, but without obvious change in females. Fasting plasma glucose and HbA1C increased with age in both males and females. (3) Thyroid stimulating hormone (TSH) increased slowly with age in both males and females. (4) 25(OH)D increased with age in both males and females overall, especially more obvious in males. (5) During 41-60 years, FSH and LH levels in menopausal females were much higher than those in premenopausal females, while estradiol level in menopausal females was much lower. Compared with premenopausal females aged 41-50 years, estradiol level in premenopausal females was much lower in 51-60 years.@*Conclusion@#The levels of several important hormones are related with age, revealing a natural change trend as aging in Chinese population. (Chin J Endocrinol Metab, 2018, 34: 555-562)

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