OBJECTIVE: To explore the timing of weaning extracorporeal membrane oxygenation (ECMO) and analyze the risk factors that affect survival outcomes before weaning. METHODS: A retrospective case-control study was conducted. Patients who received ECMO treatment and were weaned according to physicians' orders at the Second Xiangya Hospital of Central South University from January 2020 to June 2024 were enrolled as the study subjects. The general information, underlying diseases, indications and processes of ECMO, vital signs and arterial blood gas analysis 1 hour before weaning test, and biochemical indicators 24 hours before weaning test were collected through the hospital electronic medical record system. The primary outcome measure was the hospital mortality. The variables with P < 0.1 in univariate analysis and correlation analysis were included into binary Logistic regression analysis to identify risk factors. A nomogram model was constructed to predict the risk of weaning death in patients with ECMO, and receiver operator characteristic curve (ROC curve) and calibration curve were drawn to evaluate the model. Decision curve analysis (DCA) was used to evaluate the clinical net benefit rate of the model. RESULTS: A total of 32 ECMO patients were included, among whom 10 received veno-arterial ECMO (VA-ECMO) and 22 received veno-venous ECMO (VV-ECMO). During the hospitalization period, 23 patients survived, while 9 died. The time from mechanical ventilation to ECMO activation in the death group was significantly longer than that in the survival group, and the time from ECMO cessation to discharge was significantly shorter than that in the survival group. The levels of diastolic blood pressure (DBP) and albumin (Alb) before weaning were significantly lower than those in the survival group, and the level of procalcitonin (PCT) was significantly higher than that in the survival group (all P < 0.05). Spearman correlation analysis showed that DBP, PCT, Alb, and thrombin time (TT) were correlated with the weaning outcomes of ECMO patients (r values were -0.450, 0.373, -0.376, -0.346, all P < 0.1). Binary Logistic regression analysis showed that the final indicators entering the regression equation included DBP [odds ratio (OR) = 0.864, 95% confidence interval (95%CI) was 0.756-0.982], PCT (OR = 1.157, 95%CI was 0.679-1.973), and TT (OR = 0.852, 95%CI was 0.693-1.049), and a nomogram model was constructed to predict the weaning outcomes of ECMO patients. ROC curve analysis showed that the area under the curve (AUC) of the nomogram model for predicting the weaning outcome of ECMO patients was 0.831, with a sensitivity of 77.8% and a specificity of 65.2%. Its predictive value was better than that of single indicators DBP, PCT, and TT (AUC of 0.787, 0.739, and 0.722, respectively). The calibration curve showed that the prediction probability of the model was in good consistency with the actual observed results, the Hosmer-Lemeshow goodness of fit test showed that, χ ² = 8.3521, P = 0.400, indicating that the model fits well. DCA showed that across risk threshold of 0-0.8, the net benefit rate was greater than 0, which was significantly better than that of single indicator. CONCLUSIONS The nomogram model constructed with DBP, PCT, and TT has certain predictive value for the weaning outcomes of ECMO patients and can be used as a screening indicator for ECMO weaning timing.
Humans ; Extracorporeal Membrane Oxygenation ; Retrospective Studies ; Risk Factors ; Case-Control Studies ; Hospital Mortality ; Male ; Female ; Nomograms ; Logistic Models ; ROC Curve ; Middle Aged ; Adult ; Ventilator Weaning ; Time Factors

OBJECTIVE: To identify the risk factors related to the timing of patients receiving extracorporeal membrane oxygenation (ECMO) initiation and construct a risk prediction model for ECMO initiation timing. METHODS: Patients who received ECMO admitted to the Second Xiangya Hospital of Central South University from January 2020 to January 2024 were retrospectively collected. The case data mainly included physiological and biochemical indicators 1 hour before ECMO initiation. According to the outcome of the patients, they were divided into survival group and death group. Univariate and multivariate Logistic regression analysis were used to analyze the predictors of mortality risk in patients with ECMO, and a nomogram prediction model was constructed. The discrimination, calibration accuracy, and goodness of the model were evaluated by the receiver operator characteristic curve (ROC curve), calibration curve, and the Hosmer-Lemeshow test, respectively. Decision curve analysis (DCA) evaluated the clinical net benefit rate of the model. RESULTS: A total of 81 ECMO patients were included, including 59 males and 22 females; age range from 16 to 61 years old, with a median age of 56.0 (39.5, 61.5) years old; 20 patients received veno-arterial (V-A) ECMO, and 61 patients received veno-venous (V-V) ECMO; 23 patients ultimately survived and 58 patients died. Univariate analysis showed that age, blood urea nitrogen, serum creatinine, D-dimer, arterial blood carbon dioxide partial pressure, and prothrombin time of the death group were all higher than those of the survival group, while albumin was slightly lower than that of the survival group. There was a statistically significant difference in the direct cause of ECMO initiation between the two groups. Multivariate Logistic regression analysis showed that age [odds ratio (OR) = 1.069, 95% confidence interval (95%CI) was 1.015-1.125, P = 0.012], direct cause of ECMO initiation [with heart failure as the reference, return of spontaneous circulation (ROSC) after cardiopulmonary support (OR = 30.672, 95%CI was 1.265-743.638, P = 0.035), novel coronavirus infection (OR = 8.666, 95%CI was 0.818-91.761, P = 0.073), other severe pneumonia (OR = 4.997, 95%CI was 0.558-44.765, P = 0.150)], pre-ECMO serum creatinine (OR = 1.008, 95%CI was 1.000-1.016, P = 0.044), prothrombin time (OR = 1.078, 95%CI was 0.948-1.226, P = 0.252), and D-dimer (OR = 1.135, 95%CI was 1.047-1.231, P = 0.002) were entered into the final regression equation. A nomogram prediction model was developed based on these five factors. The area under the ROC curve (AUC) of the model was 0.889 (95%CI was 0.819-0.959), higher than the AUC of the sequential organ failure assessment (SOFA; AUC = 0.604, 95%CI was 0.467-0.742). The calibration curve showed good consistency between the model predictions and the observed results. The Hosmer-Lemeshow goodness-of-fit test showed that χ ² = 4.668, P = 0.792. DCA analysis showed that when the risk threshold was 0-0.8, the net benefit rate was greater than 0, which was significantly better than that of SOFA score. CONCLUSIONS The risk prediction model for the timing of ECMO initiation, constructed using five factors (age, direct cause of ECMO initiation, thrombin time, serum creatinine, and D-dimer), demonstrated good discrimination and calibration. It can serve as a pre-initiation assessment tool to identify and predict post-initiation mortality risk in ECMO patients.
Humans ; Extracorporeal Membrane Oxygenation ; Middle Aged ; Male ; Female ; Retrospective Studies ; Adult ; Risk Factors ; Adolescent ; Young Adult ; Logistic Models ; Nomograms ; ROC Curve ; Time Factors ; Risk Assessment

Objective:To explore the factors influencing prognosis of patients with in-hospital cardiac arrest (IHCA).Methods:A retrospective observational study was conducted. The clinical data of patients who developed IHCA and underwent cardiopulmonary resuscitation (CPR) at the Second Xiangya Hospital of Central South University from January 1, 2016, to December 31, 2022 were analyzed. The patients' information, including gender, age, medical history, pre-cardiac arrest related parameters [1-hour pre-cardiac arrest neurological function, 24-hour pre-cardiac arrest hemoglobin (Hb) levels, 1-hour pre-cardiac arrest vital signs], initial CPR-related factors (implementation time and location, initial rhythm, ventilation method, defibrillation and resuscitation drugs) as well as restoration of spontaneous circulation (ROSC) related parameters (vital signs at ROSC and 1 hour after ROSC, 24-hour post-cardiac arrest Hb, and IHCA events), were collected through the hospital's electronic medical record system. The clinical data were compared between ROSC and non-ROSC patients as well as between patients with favorable neurological function [cerebral performance category (CPC) grades 1-2] and unfavorable neurological function (CPC grades 3-5) at 28 days. The factors with statistical significance in univariate analysis and clinical significance were enrolled in a binary multivariate Logistic regression model to analyze the influencing factors of ROSC and neurological function at 28 days after ROSC. The predictive value of factors influencing neurological function at 28 days was assessed using receiver operator characteristic curve (ROC curve).Results:A total of 277 IHCA-CPR patients were enrolled, of which 230 achieved ROSC (83.0%) and 47 were not achieved (17.0%). Compared with non-ROSC patients, ROSC patients had lower prevalence of cerebrovascular disease history and proportion of adrenaline usage, but a higher proportion of initial shockable rhythms. In the multivariate Logistic regression analysis, it was found that using a bag-mask ventilation+endotracheal intubation (compared with a bag-mask ventilation alone) was beneficial for achieving ROSC in IHCA-CPR patients [odds ratio ( OR) = 2.895, 95% confidence interval (95% CI) was 1.204-6.962, P = 0.018], while a initial non-shockable rhythm was not conducive to achieving ROSC in IHCA-CPR patients ( OR = 0.349, 95% CI was 0.147-0.831, P = 0.017). Among the 230 ROSC patients, 42 had good neurological function at 28 days (18.3%), and 188 had poor neurological function (81.7%). Compared with the patients with good neurological function, the patients with the poor neurological function were older and had a higher prevalence of 1-hour pre-cardiac arrest neurological dysfunction and low perfusion, initial non-shockable rhythms, endotracheal intubation, and usage of adrenaline, vasopressors and sodium bicarbonate, a lower proportion of defibrillation and antiarrhythmic medication usage as well as lower 24-hour post-cardiac arrest Hb levels. The multivariate Logistic regression analysis revealed that female ( OR = 6.449, 95% CI was 1.837-22.642, P = 0.004), older age ( OR = 1.054, 95% CI was 1.017-1.093, P = 0.004), 1-hour pre-cardiac arrest neurological dysfunction ( OR = 25.044, 95% CI was 2.737-229.169, P = 0.004), 1-hour pre-cardiac arrest low perfusion ( OR = 3.880, 95% CI was 1.306-11.524, P = 0.028), endotracheal intubation (compared with a bag-mask ventilation; OR = 8.712, 95% CI was 1.402-54.141, P = 0.020) and face mask+endotracheal intubation during CPR (compared with a bag-mask ventilation; OR = 11.089, 95% CI was 3.482-35.320, P = 0.000), IHCA events > 1 time ( OR = 4.221, 95% CI was 1.249-14.226, P = 0.020) were positively associated with poor neurological function at 28 days, which were independent risk factors those were not conducive to 28-day neurological function recovery after ROSC in IHCA-CPR patients. In contrast, usage of antiarrhythmic medication ( OR = 0.345, 95% CI was 0.134-0.890, P = 0.028) and 24-hour post-cardiac arrest Hb ( OR = 0.983, 95% CI was 0.966-0.999, P = 0.043) were negatively associated with poor neurological function at 28 days, which were protective factors those were beneficial for the recovery of neurological function. ROC curve analysis showed that the area under the ROC curve (AUC) of 24-hour post-cardiac arrest Hb for predicting poor neurological function at 28 days after ROSC in IHCA-CPR patients was 0.659 (95% CI was 0.577-0.742), with a cut-off value of 99.5 g/L (sensitivity was 76.2%, specificity was 57.8%). Conclusions:Defibrillation and tracheal intubation during CPR are crucial for IHCA patients. It was also observed that patients with low Hb (< 99.5 g/L should be of high concern), older age, 1-hour pre-cardiac arrest neurological function and hypoperfusion, and IHCA events > 1 time were significantly related to unfavorable neurological outcome in adult resuscitated patients with IHCA.

Objective:To collect the Internet news about "sudden death", analyze its characteristics and resuscitation effects, so as to provide reference for formulating intervention strategies.Methods:The Internet was used to search for "sudden death" and "cardiac arrest" on "Baidu" and "360" websites. Reports of sudden death events were collected from January 2013 to December 2022. The age, gender, characteristics of sudden death, implementation characteristics of cardiopulmonary resuscitation (CPR), and pre-hospital and final clinical outcomes of sudden death patients were recorded and analyzed. Subgroup analyses were performed for pre-hospital and final clinical outcomes. Unconditional multivariate Logistic regression analysis was used to screen the related factors affecting the pre-hospital and final clinical outcomes in patients with sudden death.Results:177 news reports were finally confirmed, involving 177 sudden death patients, including 152 males (85.9%) and 25 females (14.1%), aged (37.27±16.82) years old, and 53.1% in the 16-45 years old group. Triggering factors included strenuous exercise (29.9%), heart disease history (7.9%), overwork (6.2%), staying up late and insomnia (4.0%), activation of emotion (2.8%), and no obvious inducement (48.0%). After on-site first aid, 104 cases (58.8%) achieved restoration of spontaneous circulation (ROSC) before hospital admission, and 18 cases (10.2%) recovered consciousness. After clinical treatment, 109 cases (61.6%) achieved ROSC, 86 cases (48.6%) recovered consciousness, and 22 cases (12.4%) did not report the final outcome. Subgroup analysis showed that compared with patients who achieved pre-hospital ROSC ( n = 104), sudden death in non-ROSC patients ( n = 73) mainly occurred during sleep, in residence and without immediate CPR, full CPR, or automated external defibrillator (AED); and patients who ultimately did not recover consciousness clinically ( n = 91) showed similar characteristics compared with patients who recovered consciousness ( n = 86). Multifactorial Logistic regression analysis showed that immediate CPR [pre-hospital ROSC: odds ratio ( OR) = 8.06, 95% confidence interval (95% CI) was 2.36-27.46; final recovery of consciousness: OR = 9.10, 95% CI was 2.46-33.68] and AED defibrillation (pre-hospital ROSC: OR = 36.31, 95% CI was 4.53-291.19; final recovery of consciousness: OR = 3.53, 95% CI was 1.45-8.61) facilitated pre-hospital achievement of sudden death patients ROSC and final recovery of consciousness. Conclusions:Out-of-hospital sudden death mainly occurs in young people, and vigorous exercise is one of the potential factors for out-of-hospital sudden death, with nearly half having no obvious cause. Immediate and rapid CPR and defibrillation are the simplest and most effective on-site first aid methods. Strengthening public CPR and defibrillation education and training, and advocating healthy lifestyle are effective ways to improve the survival rate of sudden death and reduce the occurrence of sudden death. Based on practical clinical rescue experience, the implementation of bystander CPR by medical personnel is also a factor that cannot be ignored in affecting the clinical outcomes of sudden death patients.

Yarrowia lipolytica is a non-conventional yeast with unique physiological and metabolic characteristics. It is suitable for production of various products due to its natural ability to utilize a variety of inexpensive carbon sources, excellent tolerance to low pH, and strong ability to secrete metabolites. Currently, Y. lipolytica has been demonstrated to produce a wide range of carboxylic acids with high efficiency. This article summarized the progress in engineering Y. lipolytica to produce various carboxylic acids by using metabolic engineering and synthetic biology approaches. The current bottlenecks and solutions for high-level production of carboxylic acids by engineered Y. lipolytica were also discussed, with the aim to provide useful information for relevant studies in this field.
Carboxylic Acids/metabolism* ; Metabolic Engineering ; Synthetic Biology ; Yarrowia/metabolism*

Objective To evaluate the reliability and validity of three-district and four-level triage standards in adult emergency department.Methods A randomized sampling cross-sectional study was conducted. A total of 1106 emergency adult patients admitted to the Second Xiangya Hospital of Central South University in Hunan Province from December 2015 to April 2016 were enrolled. The triage was independently performed by 12 nurses according to the emergency triage criteria. Based on the shift style, 2 nurses were assigned to each shift as the triage guider and assistant respectively, who did the triage for every patient independently. The clinical data were recorded as follows: the demographic data, emergency information (triage time, emergency way, complaints, vital signs, and conscious state), triage information (triage level, admitted department), waiting time, treatment time, destination and outcomes. The reliability of three-district and four-level triage standards was analyzed by Spearman correlation, and the receiver operating characteristic curve (ROC) was plotted to evaluate its validity.Results ① A total of 254 patients were enrolled for reliability evaluation in the first 2 weeks of the study. The overall internal consistency rate ofthe triage instructors and the triage assistants was 72%, the total Kappa value was 0.686 [95% confidence interval (95%CI) = 0.608-0.757,P < 0.001]. ② Validity analysis showed that in the 1125 emergency patients collected during the study, a total of 1106 patients were finally enrolled in the analysis excluding the patients who refused to accept the treatment, whose data was incomplete and who was diagnosed as prehospital death. With the increase of three-district and four-level triage level, a significant increase was showed in the waiting time of patients, the treatment time, and the retention rate; on the contrary, the salvage rate, the hospitalization rate, hospitalization time, emergency mortality, in-hospital mortality and total mortality rate were decreased [the waiting time of patients from triage level 1 to 4 (minutes) was 1.00 (1.00, 1.75), 1.00 (1.00, 5.00), 8.00 (2.00, 23.00), 10.00 (4.50, 28.00), the treatment received time (minutes) was 1.00 (1.00, 10.00), 6.00 (1.00, 23.00), 48.00 (25.00, 105.00), 87.00 (41.00, 140.00), the retention rate was 4.76%, 10.94%, 55.91%, 42.86%, the salvage rate was 95.24%, 87.94%, 20.81%, 0%, the hospitalization rate was 57.14%, 70.98%, 53.62%, 20.41%, the hospitalization time (days) was 19.50 (9.75, 28.00), 11.00 (8.00, 17.00), 12.00 (8.25, 17.00), 10.50 (8.75, 15.25), the emergency mortality was 19.05%, 6.92%, 1.41%, 0%, the in-hospital mortality was 16.67%, 15.09%, 6.25%, 0%, and the total mortality rate was 28.57%, 17.63%, 4.76%, 0%, allP < 0.05]. ROC curve analysis showed that the area under ROC curve (AUC) of three-district and four-level triage standards for identifying patients needed an immediate intervention (triage level 1 to 2) was 0.854 (95%CI = 0.831-0.878), and the sensitivity and specificity were 78.62% and 89.89%, respectively, the misdiagnosis rate was 10.11%, and the missed diagnosis rate was 21.38%.Conclusion The three-district and four-level triage standards were proved to be a reliable and valid instrument, which can distinguish the severity of the disease and help nurses to triage patients correctly.

Objective To explore the relationship between prenatal diagnosis indications and fetal chromosomal aberrations , and the security of amniocentesis. Methods The amniotic fluid cells were sampled by amniocentesis and cultured in 572 high-risk pregnant women from January 2012 to August 2015. The chromosomal karyotypes were examined by G-banding. Results The success rate of the first amniotic fluid cells culture reached 99.83%. In all the 572 valid samples , there were 20 cases of chromosomal aberrations and the abnormal rate was 3.50%, including 17 of numeric aberrations and 3 of structural aberrations. There were 7 cases of chromosomal aberrations in all the 299 elderly parturient in high-risk indications and the abnormal rate was 2.34%, and there were 13 cases of chromosomal aberrations in all the 273 non-elderly parturient and the abnormal rate was 4.76%. Conclusions (1)It is necessary to further diagnose in pregnant women with high-risk factors , including high age , abnormal screening and ultrasonic findings , and history of abnormal gestation and birth. (2)The chromosomal karyotype examination of amniotic fluid cells in high-risk pregnant women is one of the effective prenatal diagnosis methods in high security and accuracy , with which it can reduce the incidence of birth defects and the burden of family and society , and improve the quality of the population.

OBJECTIVETo investigate the value of serum IgA/C3 ratio in the diagnosis of IgA nephropathy and explore its relationship with the clinicopathological features of the patients.

METHODSSixty-six patients with IgA nephropathy, 111 with other glomerular diseases, and 40 healthy control subjects without kidney disease were tested for serum IgA and C3 levels using CRM470 adjusted standardized immune turbidimetric method, and the IgA/C3 ratio was calculated. According to Oxford and Lee's classification criteria, we analyzed the pathological grades of the renal biopsy samples from patients with IgA nephropathy. The ROC curve was used to assess the value of serum IgA and IgA/C3 ratio in predicting IgA nephropathy.

RESULTSPatients with IgA nephropathy had an elevated serum IgA/C3 ratio than those with other glomerular diseases and the control subjects, with an area under the ROC curve of 0.776. An elevated serum IgA/C3 ratio was not found to significantly correlate with the pathological grade of renal biopsy samples in patients with IgA nephropathy.

CONCLUSIONIn the absence of renal biopsy findings, serum IgA/C3 ratio can help in the diagnosis of IgA nephropathy.

Biopsy ; Case-Control Studies ; Complement C3 ; analysis ; Glomerulonephritis, IGA ; blood ; diagnosis ; Humans ; Immunoglobulin A ; blood ; Kidney ; pathology

Objective To investigate the value of serum IgA/C3 ratio in the diagnosis of IgA nephropathy and explore its relationship with the clinicopathological features of the patients. Methods Sixty-six patients with IgA nephropathy, 111 with other glomerular diseases, and 40 healthy control subjects without kidney disease were tested for serum IgA and C3 levels using CRM470 adjusted standardized immune turbidimetric method, and the IgA/C3 ratio was calculated. According to Oxford and Lee's classification criteria, we analyzed the pathological grades of the renal biopsy samples from patients with IgA nephropathy. The ROC curve was used to assess the value of serum IgA and IgA/C3 ratio in predicting IgA nephropathy. Results Patients with IgA nephropathy had an elevated serum IgA/C3 ratio than those with other glomerular diseases and the control subjects, with an area under the ROC curve of 0.776. An elevated serum IgA/C3 ratio was not found to significantly correlate with the pathological grade of renal biopsy samples in patients with IgA nephropathy. Conclusion In the absence of renal biopsy findings, serum IgA/C3 ratio can help in the diagnosis of IgA nephropathy.

Objective To investigate the value of serum IgA/C3 ratio in the diagnosis of IgA nephropathy and explore its relationship with the clinicopathological features of the patients. Methods Sixty-six patients with IgA nephropathy, 111 with other glomerular diseases, and 40 healthy control subjects without kidney disease were tested for serum IgA and C3 levels using CRM470 adjusted standardized immune turbidimetric method, and the IgA/C3 ratio was calculated. According to Oxford and Lee's classification criteria, we analyzed the pathological grades of the renal biopsy samples from patients with IgA nephropathy. The ROC curve was used to assess the value of serum IgA and IgA/C3 ratio in predicting IgA nephropathy. Results Patients with IgA nephropathy had an elevated serum IgA/C3 ratio than those with other glomerular diseases and the control subjects, with an area under the ROC curve of 0.776. An elevated serum IgA/C3 ratio was not found to significantly correlate with the pathological grade of renal biopsy samples in patients with IgA nephropathy. Conclusion In the absence of renal biopsy findings, serum IgA/C3 ratio can help in the diagnosis of IgA nephropathy.