Objective:s To investigate the risk factors for delayed encephalopathy after acute carbon monoxide poisoning (DEACMP) in patients with acute carbon monoxide poisoning (ACOP) and to develop predictive models based on machine learning algorithms.Methods:Patients with ACOP hospitalized at the First Affiliated Hospital of Zhengzhou University from August 2019 to October 2024 were included, with the occurrence of DEACMP as the outcome measure. The dataset was randomly divided into training and validation sets at a ratio of 7:3. Lasso regression was used to select features influencing the outcome in training sets. Nine machine learning models—including Random Forest (RF), Extreme Gradient Boosting (XGBoost), and Support Vector Machine (SVM)—were constructed. Receiver operating characteristic (ROC) curves were plotted and the area under the curve (AUC) calculated for each model. Calibration curves were used to assess accuracy, and decision curve analysis (DCA) was applied to evaluate clinical utility. The SHapley Additive exPlanations (SHAP) method was employed to visualize and interpret the best-performing model.Results:A total of 264 ACOP patients were included, of whom 54 (20.5%) developed DEACMP. Lasso regression identified eight key feature variables. Based on these factors, predictive models were constructed, showing good AUC stability across the nine machine learning models in both training (0.92–0.99) and validation sets (0.85–0.91). The RF model performed best, with an AUC of 0.99 in the training set and 0.90 in the validation set; its calibration curve and DCA curve also demonstrated excellent performance. SHAP analysis of the RF model revealed the importance ranking of factors from highest to lowest as follows: Glasgow Coma Scale (GCS) score, duration of coma, age, history of coronary heart disease, CK-MB level, monocyte count, diastolic blood pressure (DBP), and drinking history.Conclusions:The RF model exhibited the highest predictive performance for DEACMP occurrence in ACOP patients. The influencing factors, ranked in order of importance from highest to lowest, are as follows: GCS score, duration of coma, age, history of coronary heart disease, CK-MB level, monocyte count, DBP, and drinking history.

Objective:To explore the efficacy and safety of intraarterial microguidewire electrocoagulation in arterial aneurysms.Methods:(1) SilverSpeed, a kind of microguidewire used in clinical intravascular treatment for intracranial aneurysms, was used to conduct in vitro electrolysis gas generation experiment with isolated arterial blood of anticoagulant New Zealand white rabbits as medium, and thrombus attachment on the surface of microguidewire was observed under scanning electron microscope. (2) Rabbit common carotid artery aneurysm models were established by using vein bag transplantation method, and divided into microguidewire electrocoagulation treatment groups ( n=40) and blank control group ( n=10). The number of closured tumor cavity and the quality of formed thrombus were observed after electrocoagulation simulation treatment with SilverSpeed microguidewire (charging at 6, 9, 12, 15, and 18 V voltage, respectively for 1, 3, 6, 9, 12, and 15 min). DSA was used to observe whether there was ruptured aneurysms or thrombosis of parent artery. Twelve h later, head MRI diffusion weighted sequence scan was performed to detect whether there were new cerebral ischemia foci in the distal cerebral blood supply area of the parent artery. DSA was performed again 6 months after surgery to observe whether the aneurysms recurred. Results:(1) Electrolytic gas generation experiment results showed that bubbles were generated after electrification of SilverSpeed microguidewire; the higher the voltage, the more severe the reaction. Scanning electron microscope showed that thrombus attached to the surface of the microguidewire after electrification in isolated blood; and the higher the voltage, the denser the thrombus. (2) Under the same charging time, the higher the voltage, the larger the number of closured tumor cavity in rabbits of the microguidewire electrocoagulation treatment groups. Under the same voltage, the longer the charging time, the better the quality of thrombosis. Ischemic events occurred only in the microguidewire electrocoagulation treatment group with voltage>9 V, and the charging duration was not associated with the incidence of embolic events. When the voltage was 15 V, 2 experimental rabbits died due to aneurysm rupture 3 min after electrification. When the voltage was 18 V, 4 experimental rabbits died of cardiac arrest 9 min after electrification, and another 2 rabbits died of aneurysm rupture 6 min after electrification.Conclusions:High voltage is the main cause of adverse events in the microguidewire electrocoagulation treatment of aneurysms. After setting the appropriate voltage, prolonging the electrification time can improve the electrocoagulation effect without increasing the safety risk.

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.

Antibodies, Neutralizing ; Antibodies, Viral/isolation & purification* ; B-Lymphocytes/virology* ; COVID-19/virology* ; Humans ; Immunity/genetics* ; RNA, Viral/immunology* ; SARS-CoV-2/pathogenicity* ; Single-Cell Analysis

Objective:To investigate the clinical features of patients with anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis misdiagnosed as mental disorder, improve the early diagnosis rate and reduce misdiagnosis.Methods:The clinical data of patients with anti-NMDA receptor encephalitis diagnosed at the First Affiliated Hospital of Zhengzhou University from 2012 to 2018 were collected. Patients misdiagnosed as mental disorders were screened out. Their psychiatric symptom characteristics, disease course characteristics, imaging and laboratory findings, treatment and prognosis were retrospectively analyzed.Results:A total of 121 cases of anti-NMDA receptor encephalitis were collected, and 43 cases of mental disorders were screened out. Sixteen of the 43 patients (37.2%) had prodromal symptoms, and all the patients had psychiatric behavioral abnormalities (100%), including 32 cases (74.4%) of seizures, 13 cases (30.2%) of decreased level of consciousness, 21 cases (48.8%) of involuntary movements, 15 cases (34.9%) of decreased memory, 8 cases (18.6%) of speech dysfunction, and 8 cases (18.6%) of other neurological symptoms (central hyperventilation, autonomic dysfunction). Memory loss was observed in 15 cases (34.9%), speech dysfunction in 8 cases (18.6%), other neurological symptoms (central hypoventilation, autonomic dysfunction) in 8 cases (18.6%), and various symptoms may appear simultaneously or successively in the same patient. Thirty-eight cases had complete resolution of symptoms or only minor physical impairment, and 5 cases had recurrent admissions with mental abnormalities and seizures. The recurrence rate accounted for 11.6% (5/43).Conclusions:The clinical manifestations of anti-NMDA receptor encephalitis are complex and varied. Most of them have mental behavior abnormalities as the first symptom, which is easily misdiagnosed as mental disorder and delayed treatment will lead to prolonged disease course and poor prognosis.

Objective:To evaluate the diagnostic value of relative lesion length in differentiating extrahepatic bile duct infiltrating cholangiocarcinoma with inflammation.Methods:From October 2014 to February 2018, 24 cases of infiltrating extrahepatic cholangiocarcinomas confirmed operatively and pathologically and 23 cases of extrahepatic bile duct inflammation confirmed clinically from the Third People′s Hospital of Datong City were respectively enrolled in this study. Upper abdomen MR and/or CT image data of all patients were respectively reviewed. The extrahepatic duct wall was defined as wall thickening with obvious enhancement. The length of the lesion was measured. L lesion/L duct was referred as the ratio of the lengths of lesion to extrahepatic bile duct (common hepatic duct+common bile duct)was calculated. The difference in the average values of L lesion/L ductbetween the cholangiocarcinomas group and inflammation group was analyzed with t test, and the differential diagnostic efficacy of L lesion/L ductratio was analyzed with receiver operating characteristic curve (ROC) test. Results:Significant difference was found in the length of lesion between the extrahepatic cholangiocarcinoma group [(22.01±1.86) mm] and the cholangitis group [(47.36±2.81) mm] ( P<0.01). The average ratio of L lesion/L ductwere 0.26±0.02 for the cholangiocarcinomas group and 0.54±0.03 for the inflammation group, respectively ( P<0.01). The area under the ROC curve of L lesion/L duct in diagnosis of the infiltrating extrahepatic cholangiocarcinomas was 0.92. With <0.40 as cut-off point, the diagnostic sensitivity and specificity were 87.5% and 82.6%, respectively. Conclusion:The L lesion/L ductmight be taken as an important diagnostic sign in differentiation between infiltrating extrahepatic cholangiocarcinomas and extrahepatic bile duct inflammation.

Objective:To investigate therole of serum amylase elevation in the evaluation of diabetic ketoacidosis (DKA) patients and the related factors affecting serum amylase (AMS) levels in patients with diabetic ketoacidosis.Methods:A total of 249 patients with DKA who were admitted to the First Affiliated Hospital of Zhengzhou University from November 2011 to August 2018 were selected for this retrospective study. The patients were divided into the normal group ( n=176) and the elevated group ( n=73) according to the AMS level measured by fasting venous blood samples. The enumeration data such as sex, type of DM, diabetic vascular complications, number of deaths, number of ICU monitoring, and number of acute pancreatitis (AP) after discharge were analyzed by chi-square test or Fisher test, and the measurement data such as age, pH, HbA1c, CO 2CP, Ca 2+, BUN, and Scr were analyzed by independent sample t test to compare the difference between the two groups. Results:The intensive care unit (ICU) monitoring rate was 50.7%, the median length of stay in ICU was 4 days, the median length of hospital stay was 14 days, and the median treatment cost was 28 000 yuan, which were higher in the elevated group than those in the normal group ( P<0.05). There were no significant differences in mortality, AP during hospitalization, and the probability of AP after discharge between the elevated group and the normal group ( P>0.05). The duration of diabetes, the number of previous DKA, the incidence of diabetic vascular complications, HbA1c, pH, BUN, and Scr in the elevated group were all higher than those in the normal group ( P<0.01 or P<0.05). Conclusions:DKA patients with elevated AMS are more likely to be admitted to ICU, and the length of stay in ICU, total length of hospital stay and total cost of treatment are all increased. Where as the overall mortality rate during hospitalization and the likelihood of AP after discharge are not increased.

Objective:To investigate the effect of enhancing the strength of the hamstring on the stability of the knee joint.Methods:Thirty patients with anterior cruciate ligament (ACL) tears were randomly divided into a training group ( n=15) and a control group ( n=15). After the injury′s edema stage, all of the subjects received the standard 6-stage rehabilitation training for ACL injury, including isokinetic exercise, isometric tension and contraction exercise, single or bipedal jumping, proprioception exercises and cardiovascular exercise. On the basis of that standard training, additional hamstring strengthening training was given to the training group. It involved three sessions of weight-bearing flexion of the knee joint six to eight times, at least five times a week for three months. All of the subjects underwent the passive relaxation test (PRT), knee function scoring (Lysholm scores) and weight-bearing MRI before and within 1 month after the training. Anterior shift of the tibia (TAS) was measured using weight-bearing magnetic resonance imaging (MRI). Results:Before the training there were no significant differences between the groups in terms of average PRT or Lysholm scores. After the training, the average PRT score in neither group had improved significantly. The average Lysholm scores of the training and control groups were not significantly different either, though both groups′ averages had improved significantly compared with before the training. The average tibial shifts were also significantly smaller than before the training, with the training group′s average significantly smaller than that of the control group.Conclusion:Increasing hamstring muscle strength can reduce tibial anteversion in the weight-bearing upright position and improve the stability of the knee joint after ACL injury.

Objective To investigate the correlations between the mass and fat infiltration of intercostal muscles and their severity of airflow obstruction in patients with chronic obstructive pulmonary disease(COPD). Methods One hundred and sixty-three COPD patients and 102 normal subjects between August 2015 to March 2017 underwent chest MSCT scans and all data were analyzed retrospectively. All subjects underwent pulmonary function tests (PFT). According to the global initiative for chronic obstructive lung disease(GOLD, updated 2015), the COPD patients were classified into GOLD 1(n=37), GOLD 2(n=46), GOLD 3 (n=48), GOLD 4 (n=32) by pulmonary function results, respectively. The mass and fat infiltrations of intercostal muscles were quantified as the cross-sectional area (CSA) and attenuation of these muscles using CT histogram analysis. Intercostal indexes and attenuation indexes were defined as intercostal CSA and attenuation divided by body mass index(BMI). Comparison of intercostal indexes and attenuation indexes between the COPD and control groups was perfomed using t test. The comparisons between the 4 COPD subgroups were carried out using ANOVA test, and comparison between the two groups by LSD. The correlation between intercostal indexes and attenuation indexes and PFT were evaluated by the Spearman rank correlation test. Results The CSA and attenuation indexes of COPD patients groups were(4.3 ± 2.1) mm2 · m2 · kg-1,(-1.6 ± 6.9)HU · m2 · kg-1, respectively,both were significantly lower than that of the control group [(6.9 ± 1.7)mm2 · m2 · kg-1,(11.6 ± 5.7)HU · m2 · kg-1]. The difference was statistically significant(t=12.82,10.87,P<0.01). The CSA and attenuation indexes of COPD patients in any subgroups and the control group were of significant difference(F=92.79, 8.80, P<0.01).The CSA and attenuation indexes were negatively correlated with the GOLD grades, the difference was statistically significant(r=-0.615,-0.551, P<0.05). Conclusions Mass and fat infiltration of intercostal muscles of COPD patients measured by CT histogram analysis were correlated with their severity of airflow obstruction. In other words, a decrease in intercostal mass and an increase in intercostal fat are associated with worsening of COPD severity.

Objective To investigate the effect of Shuyusan on the behavior, content of tumor necrosisfactor-α(TNF-α) in cortex of cerebral and neuropeptide expression in hippocampus of rats with chronic mild unpredictable stress (CMUS) depression. Methods Fifty mice were randomly divided into 5 groups:normal group, model group, fluoxetine group, and high-, low-dose group of Shuyusan. Except normal group, the other groups were given CMUS. Tail suspend test (TST) and sucrose preference test (SPT) were used to estimate animals’ behavior. The contents of TNF-αwas determined by enzyme linked immunosorbent assay (ELISA). The immunocytochemical technique was used to evaluate hippocampus neuropeptide immunoreactive expression. Results The fluoxetine group and high dose of Shuyusan group showed significant increase in the sucrose consumption and decrease in the immobility time in TST, there was significant difference compared with CMUS model group (P<0.05). The TNF-αlevel was significantly lower in fluoxetine group and high dose of Shuyusan group, there difference was significant compared with model group (P<0.05). The neuropeptide immunoreactive neurons in hippocampus area was decreased by a marked number in fluoxetine group and high dose of Shuyusan group, the average optical density decreased significantly, compared with the model group, there were significant differences (P<0.05). Conclusion Shuyusan has anti-depression likely effect, with dose-effect relationship.