Objective:To explore the value of cardiodynamicsgram (CDG) obtained from electrocardiogram (ECG) data by radial basis functionradial basis function (RBF) neural network in early diagnosis of patients with acute coronary syndrome (ACS).Methods:Retrospective analysis method was used. Patients with chest pain as the main initial symptom in the emergency department of Baoan District People's Hospital of Shenzhen from October 2021 to September 2022 were enrolled. Baseline data were collected, including gender, age, smoking history, family history of coronary heart disease and history of hypertension, diabetes, hyperlipidemia, and atherosclerosis. The first 12-lead ECG was recorded after admission to the emergency department, and electrocardiodynamics analysis was performed to generate CDG. Receiver operator characteristic curve (ROC curve) was plotted to analyze the value of CDG and ECG in the early diagnosis of ACS and non-ST segment elevation ACS (NSTE-ACS). Sensitivity, specificity, area under the ROC curve (AUC), and 95% confidence interval (95% CI) were calculated. CDG and coronary angiography results of 3 patients with ACS with normal ECG were observed and analyzed. Non-ACS patients with normal ECG but positive CDG were followed for 30 days for adverse cardiovascular events. Results:A total of 384 patients with chest pain were included, including 169 patients with ACS and 215 patients without ACS. The proportion of male (87.0% vs. 53.0%), smoking history (37.9% vs. 12.1%), hypertension (46.2% vs. 22.3%), diabetes (24.3% vs. 7.9%), hyperlipidemia (55.0% vs. 14.0%) and history of atherosclerosis (22.5% vs. 2.3%) in ACS group were significantly higher than those in non-ACS group (all P < 0.05). The ROC curve showed that the AUC of CDG diagnosis of ACS was higher than that of ECG [AUC (95% CI): 0.88 (0.66-0.76) vs. 0.71 (0.84-0.92)], the sensitivity was 92.8%, 78.6%, and the specificity was 83.3%, 64.2%, respectively. The AUC of CDG diagnosis of NSTE-ACS was higher than that of ECG [AUC (95% CI): 0.85 (0.80-0.90) vs. 0.63 (0.56-0.69)], the sensitivity was 87.1%, 61.3%, and the specificity was 83.3%, 64.2%, respectively. CDG of 3 patients with ACS with normal ECG showed disordered state, and coronary angiography showed ≥70% stenosis of major coronary branches. Of 215 non-ACS patients, 20 had a normal ECG but positive CDG, and 3 developed ST segment elevation myocardial infarction (STEMI) within 30 days, and 2 developed unstable angina (UA) within 30 days. Conclusion:CDG has high value in early diagnosis of ACS patients and is expected to become an important means of early diagnosis of ACS in emergency.

Objective:Cardiac arrest (CA) represents a significant public health challenge, posing a substantial threat to individual health and survival. To enhance the survival rates of patients experiencing out-of-hospital cardiac arrest (OHCA), Baoan District in Shenzhen City has undertaken exploratory initiatives and practical interventions, yielding promising preliminary outcomes.Methods:1.Innovate emergency medical services by developing a "four-circle integration" system that connects to the hospital. This system encompasses the social emergency medical system, the out-of-hospital emergency medical system, the in-hospital emergency medical service system, and the intensive care treatment system. 2.Develop a comprehensive model for the construction of a social emergency medical training system, characterized by party leadership, government oversight, departmental coordination, professional guidance, technological support, and community involvement, termed the "Baonan Model." Additionally, establish evaluation criteria to assess the effectiveness of the social emergency medical training system in Baonan District; 3. Develop a cardiac arrest registration system and a social emergency medical training management system for Baonan District; 4. Enhance the proficiency in treatment techniques and the quality of cardiopulmonary resuscitation among emergency medical professionals; 5. Strengthen and advance the development of a "five-minute social rescue network" to address the critical "emergency window period." .Result:In Baonan District, 9.18% of the public is trained in emergency medical skills. The bystander CPR rate for OHCA is 26.11%, AED use is at 4.78%, the 30-day survival rate is 6.31%, and the discharge survival rate is 4.44%.Conclusion:The implementation of the aforementioned measures can substantially enhance the survival rate of patients experiencing OHCA at the time of discharge.

OBJECTIVE: To evaluate the predictive value of plasma heparin-binding protein (HBP) combined with albumin (Alb) for predicting 28-day mortality in patients with sepsis. METHODS: The clinical data of patients with sepsis admitted to the emergency intensive care unit (EICU) of the People's Hospital of Shenzhen Baoan District from March 2020 to March 2024 were retrospectively analyzed. The study began at the time of the first diagnosis of sepsis upon EICU admission and ended upon patient death or at 28 days. The gender, age, length of stay in EICU, underlying diseases, and infection sites were recorded. Within 24 hours of sepsis diagnosis, blood culture results, white blood cell count (WBC), C-reactive protein (CRP), procalcitonin (PCT), blood lactate acid (Lac), HBP, Alb, sequential organ failure assessment (SOFA), acute physiology and chronic health evaluation II (APACHE II), mortality in emergency department sepsis score (MEDS), modified early warning score (MEWS), number of organ failures, use of vasopressors, application of mechanical ventilation, renal replacement therapy, and 28-day prognosis were recorded, the differences in these indicators between two groups were compared. Univariate and multivariate Logistic regression analyses were used to analyze the risk factors of 28-day mortality in patients with sepsis. Receiver operator characteristic curve (ROC curve) was drawn, and the area under the ROC curve (AUC) was calculated to evaluate the early predictive value of various risk factors for 28-day mortality in patients with sepsis. RESULTS: A total of 300 patients with sepsis were included, with 16 excluded, resulting in 284 patients being analyzed. Among them, 191 survived and 93 died within 28 days. There were no statistically significant differences between the two groups in terms of gender, age, underlying diseases, infection sites, blood culture positivity rate, number of organ failures, and length of stay in EICU. Univariate analysis showed that the rate of vasopressor use, the rate of mechanical ventilation, HBP, PCT, CRP, Lac, SOFA score, APACHE II score, MEDS score, and MEWS score were significantly higher in the death group than those in the survival group, while Alb was significantly lower in the death group than that in the survival group. Multivariate Logistic regression analysis showed that HBP and Alb were independent risk factors for predicting 28-day mortality in patients with sepsis [odds ratio (OR) and 95% confidence interval (95%CI) were 1.093 (0.989-1.128) and 1.174 (1.095-1.259), both P < 0.05]. ROC curve analysis showed that both HBP and Alb had certain predictive value for 28-day mortality in patients with sepsis [AUC and 95%CI were 0.820 (0.717-0.923) and 0.786 (0.682-0.890), both P < 0.05]. When the critical value of HBP was 117.50 μg/L, the sensitivity was 85.90%, and the specificity was 70.50%. When the critical value of Alb was 28.30 g/L, the sensitivity was 69.30%, and the specificity was 81.20%. When the two indexes were combined for diagnosis, the AUC was 0.881 (95%CI was 0.817-0.945, P < 0.001), the sensitivity was 92.70%, and the specificity was 76.80%. CONCLUSIONS HBP and Alb are independent risk factors for predicting 28-day mortality in patients with sepsis. The combined prediction efficiency of HBP and Alb for 28-day mortality in patients with sepsis is superior to a single indicator.
Humans ; Sepsis/diagnosis* ; Retrospective Studies ; Predictive Value of Tests ; Intensive Care Units ; Blood Proteins/analysis* ; Prognosis ; Antimicrobial Cationic Peptides/blood* ; APACHE ; Male ; Female ; Organ Dysfunction Scores ; ROC Curve ; Middle Aged ; C-Reactive Protein/analysis* ; Emergency Service, Hospital ; Aged ; Hospital Mortality ; Serum Albumin/analysis*

Objective:To explore the automated external defibrillator (AED) configuration optimization strategy in line with the characteristics of the rapidly developing cities by analyzing the actual coverage of AED in Bao'an District based on the real world data of out-of-hospital cardiac arrest (OHCA) in Bao'an District, Shenzhen City.Methods:The data of cardiac arrest database registered in Bao'an District of Shenzhen City from March 1, 2019 to February 29, 2020 were included in a retrospective observational study. The AED coverage of public and non-public areas was analyzed by calculating the minimum distance between the occurrence place of each OHCA event and the nearest AED. The minimum distance ≤100 m was set as AED coverage, and the minimum distance > 100 m was set as non-AED coverage. It was assumed that one AED was configured for each OHCA hotspot area, then the AED coverage changes were analyzed. Based on the actual situation that the AED in schools, governments, sports venues, subways, tourist attractions and parks of public areas in Bao'an District could not be obtained at any time within 24 hours, it was assumed that all AED in the public areas could be obtained at any time within 24 hours, the impact of AED available at any time on AED coverage was analyzed.Results:A total of 525 cases of OHCA were enrolled. The highest incidence of OHCA was found in residential and industrial areas [54.5% (286/525) and 14.3% (75/525), respectively]. There were 252 AED in Bao'an District, Shenzhen, and 115 OHCA events occurred within the coverage area of AED. Even if all AED met the ideal state that could be obtained at any time within 24 hours, the coverage rate was only 21.9% (115/525). The AED coverage rate of the public areas and non-public areas was 31.6% (37/117) and 19.1% (78/408) respectively, with uneven distribution, and the AED coverage rate of non-public areas was low. Assuming that the residential community and industrial zone with more than 2 OHCA cases were respectively equipped with one AED, the coverage rate of AED in the non-public areas increased from 19.1% (78/408) to 28.2% (115/408), basically meeting the requirement that AED could be obtained at any time when OHCA events occurred. Some AED in the public areas of Bao'an District were not available at any time within 24 hours. If the ideal state that all AED in the public area could be obtained at any time within 24 hours could be achieved, the AED coverage rate of all regions increased from 16.8% (88/525) to 21.9% (115/525), the AED coverage rate of the public areas increased from 29.1% (34/117) to 31.6% (37/117), the AED coverage rate of the non-public areas increased from 13.2% (54/408) to 19.1% (78/408).Conclusions:AED configuration in Bao'an District was unevenly distributed, and the coverage rate of AED in non-public areas was low. The allocation strategy for AED in fast-growing cities like Shenzhen should be as follows: on the premise of ensuring AED availability for 24 hours, priority should be given to covering the number of AED in the non-public areas including residential communities and industrial zones; AED is available in the public areas for 24 hours.

Objective:To analyze the hotspots and frontiers of hyperbaric oxygen（HBO）research in and out of China.Methods:HBO-related articles published on CNKI and Web of Science from January 1，2010 to December 31，2020 were analyzed by CiteSpace from the following aspects such as the country，institution，author，and high-frequency key words，etc.Results:The study included 9，911 Chinese and 5，193 English literature. The knowledge mapping analysis showed that the HBO departments in Chinese hospitals were currently the main institutions in contributing Chinese articles on HBO，with few close collaborations among them；there were three relatively large HBO research teams in China，and the co-authorship within each team was common，while the cooperation between teams was not so close. The US had the most HBO-related articles published in English，followed by China and Turkey，and the articles published in the US had the strongest centrality in the map. The authors of English articles mainly came from five research teams，with relatively close cooperation within and among the teams. Key words co-occurrence and cluster analyses of Chinese articles showed that the research hotspot was applied research on the therapeutic evaluation of HBO in the treatment of various diseases，such as CO poisoning，sudden deafness，cerebral infarction，severe craniocerebral injury，delayed encephalopathy，cerebral hemorrhage，diabetic foot，hypoxic-ischemic encephalopathy，brain edema，etc. Key words co-occurrence and cluster analyses of English articles showed that the hot topics included basic experimental research on HBO mechanism，such as oxidative stress，expression，and apoptosis，and research on clinical application of HBO therapy in radiation injuries from cancer treatment，cerebral ischemia，decompression sickness，CO poisoning，traumatic brain injury，stroke，and diabetic foot ulcer，etc.Conclusion:Research focuses of HBO in and out of China were not completely same. In China，researchers focus on clinical application of HBO，while out of China，basic experimental research on HBO receives more attention.

Objective:To analyze the hotspots and frontiers of hyperbaric oxygen（HBO）research in and out of China.Methods:HBO-related articles published on CNKI and Web of Science from January 1，2010 to December 31，2020 were analyzed by CiteSpace from the following aspects such as the country，institution，author，and high-frequency key words，etc.Results:The study included 9，911 Chinese and 5，193 English literature. The knowledge mapping analysis showed that the HBO departments in Chinese hospitals were currently the main institutions in contributing Chinese articles on HBO，with few close collaborations among them；there were three relatively large HBO research teams in China，and the co-authorship within each team was common，while the cooperation between teams was not so close. The US had the most HBO-related articles published in English，followed by China and Turkey，and the articles published in the US had the strongest centrality in the map. The authors of English articles mainly came from five research teams，with relatively close cooperation within and among the teams. Key words co-occurrence and cluster analyses of Chinese articles showed that the research hotspot was applied research on the therapeutic evaluation of HBO in the treatment of various diseases，such as CO poisoning，sudden deafness，cerebral infarction，severe craniocerebral injury，delayed encephalopathy，cerebral hemorrhage，diabetic foot，hypoxic-ischemic encephalopathy，brain edema，etc. Key words co-occurrence and cluster analyses of English articles showed that the hot topics included basic experimental research on HBO mechanism，such as oxidative stress，expression，and apoptosis，and research on clinical application of HBO therapy in radiation injuries from cancer treatment，cerebral ischemia，decompression sickness，CO poisoning，traumatic brain injury，stroke，and diabetic foot ulcer，etc.Conclusion:Research focuses of HBO in and out of China were not completely same. In China，researchers focus on clinical application of HBO，while out of China，basic experimental research on HBO receives more attention.

Objective:To share the implementation experience of hierarchical first aid training scheme for elementary and middle school students in Baoan District of Shenzhen City and evaluate its effect of training. Methods:During August 2018 and August 2019, elementary and middle schools students who participated in the first aid training held by emergency rescue training center of Baoan District were enrolled. Baseline information including the number of students, the number of attending tutors, the number of cardiopulmonary resuscitation (CPR) training models, automated external defibrillator (AED) models were recorded. According to hierarchical levels of three age, students received different courses with content from simple to hard: the course of elementary school students was consisting of dialing 120, smart animation on how to identify accidental damage, demonstration of AED and Hemlick techniques, CPR practise (40 minutes). The course of junior high school students was consisted of how to dial 120, how to identify accidental damage and simple disposal, application of CPR and AED, practice CPR and AED and Hemlick techniques (90 minutes). The course of high school students was consisted of how to dial 120, identify accidental damage and right disposal, identification of out-of-hospital cardiac arrest, the key-point of CPR and AED, practice CPR and AED, Hemlick techniques and hemostatic bandage (120 minutes). At the end of course, elementary school students were voluntary for skill assessment; junior high school students only were compulsory for skill assessment in small classes but not required in large classes, just for demonstration; additionally, the whole high school students were compulsory for skill assessment. The characteristics of first aid training students at different levels were collected in order to compare the differences on the usage of CPR training model and AED training model, the distribution of emergency resource, the ratio for passing examination.Results:A total of 12 896 students and 2 086 training instructors took parted in 200 lists of first aid training courses, 8 557 CPR models and 8 493 AED models were used. On average, there are 65.27±5.61 students in each session, and 10.52±10.43 training instructors. There are 43.09±19.06 CPR training models and 42.77±18.61 AED training models. The mean ratio of student to tutor was 6.07±1.47, student to CPR model was 1.54±1.02, and student to AED model was 1.54±1.03. In the end of course, 10 494 students participated in the examination with the participation rate of 81.37%; 10 114 students passed the examination with the passing rate of 96.38%. Hierarchical analysis showed: compare to elementary school students, the average number of junior high school students in every training session significantly increased (cases: 69.94±8.77 vs. 58.69±6.12, P < 0.05), but the average number of high school students in every training session significantly decreased (cases: 57.35±5.79 vs. 58.69±6.12, P < 0.05). The proportion of instructors in junior high school students' training significantly reduced (5.94±1.39 vs. 6.48±2.02, P < 0.05). The examination ratio of junior high school students and high school students was increased significantly [81.07% (6 667/8 224), 100% (2 313/2 313) vs. 64.18% (1 514/2 359), both P < 0.05], but the ratio of passing the examination was significantly reduced [95.47% (6 365/6 667), 96.88% (2 241/2 313) vs. 99.60%(1 508/1 514), both P < 0.01]. This might be related to the low difficulty of elementary school students' assessment and the low proportion of compulsory examination. Conclusions:Hierarchical scheme is feasible for first aid training in elementary and middle school students, the content of course should be desighed from easy to hard. Synchronously, sufficient training instructors and training models should be equipped to ensure the quality.

Objective:To evaluate the clinical efficacy of hyperbaric oxygen as adjunctive therapy for neurological tinnitus (NT).Methods:Relevant clinical studies in eight databases (PubMed, Embase, Cochrane library, Web of Science, CBM, Cqvip, Wanfang data, and CNKI) were systematically searched, and data from the relevant studies were extracted based on inclusion and exclusion criteria. The methodological quality assessment of the data was conducted by using the Cochrane Collaboration’s tool for assessing risk of bias, the data analysis was conducted by using RevMan 5.3, and the sensitivity analysis of publication bias detection was conducted by using Stata 15.Results:A total of 12 randomized controlled trials (RCTs) were included. The results of meta-analysis showed that hyperbaric oxygen therapy had sound clinical efficacy in treating NT [ OR=4.10, 95% CI (2.81, 5.98), P<0.01]. It also reduced the scores of tinnitus severity index [ WMD=11.38, 95% CI (10.53, 12.23), P<0.01]. There was obvious asymmetry in the funnel diagram, and Egger’s test results ( t=2.96, P<0.05) indicated publication bias. Conclusion:Hyperbaric oxygen as adjunctive therapy for neurological tinnitus can effectively reduce tinnitus severity, which is superior to conventional treatment alone.

Objective:To evaluate the clinical efficacy of hyperbaric oxygen as adjunctive therapy for neurological tinnitus (NT).Methods:Relevant clinical studies in eight databases (PubMed, Embase, Cochrane library, Web of Science, CBM, Cqvip, Wanfang data, and CNKI) were systematically searched, and data from the relevant studies were extracted based on inclusion and exclusion criteria. The methodological quality assessment of the data was conducted by using the Cochrane Collaboration’s tool for assessing risk of bias, the data analysis was conducted by using RevMan 5.3, and the sensitivity analysis of publication bias detection was conducted by using Stata 15.Results:A total of 12 randomized controlled trials (RCTs) were included. The results of meta-analysis showed that hyperbaric oxygen therapy had sound clinical efficacy in treating NT [ OR=4.10, 95% CI (2.81, 5.98), P<0.01]. It also reduced the scores of tinnitus severity index [ WMD=11.38, 95% CI (10.53, 12.23), P<0.01]. There was obvious asymmetry in the funnel diagram, and Egger’s test results ( t=2.96, P<0.05) indicated publication bias. Conclusion:Hyperbaric oxygen as adjunctive therapy for neurological tinnitus can effectively reduce tinnitus severity, which is superior to conventional treatment alone.

Objective:To analyze the component ratio of the social emergency training instructors in Baoan District, Shenzhen;Methods:During January 2018 to January 2019,participants, candidate to be social emergency training instructors in Baoan district, Shenzhen, were enrolled in our analysis. they needed orderly pass primary selection and intensive selection to be formal social emergency training instructors. Personal data from candidates including hospital, serving department, degree and professional types were collected. According to serving departments, candidates from pre-hospital emergency, emergency ward and critical care unite is belong to the emergency group and other s who is not from above departments belong to the non-emergency group.Results:Total of 1 270 candidates took part in 7 primary classes and 27 intensive selection until 1131 of them received the formal certifications. 440(38.90%) instructors from emergency group and 691(61.10%) instructors belong to non-emergency group. At category level of hospital, 213 (18.83%) is from three grade, 525 (46.42%) is from two grade, 254 (22.46%) is from specialized hospitals, and 139 (12.29%) is from community health centers. In non-emergency group, ratio of serving departments are consists of: 15.77% from internal medicine, 10.14% from chirurgery, 8.11% from pediatrics, 7.96% from obstetrics and gynecology, 2.62% cases from otorhinolaryngology, 24.29% from medical assistants, 20.11% from community health center and 11.00% from administrative officer. Nurses (64.13%) is the majority professional types of social emergency training instructors. In terms of degree, bachelor mainly occupied at 71.02%. Primary (53.18%) and attending (30.47%) account for majority of position ranks.Conclusions:Our team of social emergency training instructors,mainly from local medical staffers, has a great educational background and competitive team; Among them, emergency team is crucial to provoke other medical staffs from different departments to participate in career at social emergency training.