Objective:This study aims to develop a rapid identification technique for various genotypes of extended-spectrum β-lactamase (ESBL) producing Escherichia coli using matrix-assisted laser desorption/ionization-time of flight mass spectrometry (MALDI-TOF MS) in conjunction with machine learning algorithms. Methods:A total of 158 Escherichia coli strains were isolated from the clinical laboratory of the First Hospital of Jilin University from August 2018 to December 2022. Polymerase chain reaction (PCR) was employed to detect the CTX-M-1, CTX-M-8, CTX-M-9, and SHV genes. Mass spectral data of the bacterial strains were acquired by MALDI-TOF MS with a cooperative matrix of (E)-propyl α-cyano-4-hydroxycinnamate (CHCA-C3). Models based on random forest (RF), logistic regression (LR), and support vector machine (SVM) algorithms were constructed. The performance of the constructed models was evaluated using metrics including accuracy, sensitivity, specificity, and the area under the receiver operating characteristic curve (AUC). Mass spectral peaks exhibiting sensitivity and specificity exceeding 80% in the models were designated as characteristic peaks. To validate the efficacy of the cooperative matrix of CHCA-C3, clinical isolates of ESBL-producing Escherichia coli were analyzed by MALDI-TOF MS using the conventional CHCA matrix for comparative purposes. Results:Among the 158 strains of Escherichia coli, 91 strains produced ESBL, all of which were CTX-M genotype. The AUC values for the respective models were as follows: CTX-M-1 genotype exhibited AUC values of 0.98 for LR, 1.00 for RF, and 0.73 for SVM; CTX-M-9 genotype exhibited AUC values of 0.93 for LR, 0.99 for RF, and 0.76 for SVM; for CTX-M-8, all models achieved an AUC of 1.00, indicating excellent classification performance with respect to accuracy, specificity, and sensitivity. The characteristic mass spectral peaks associated with each genotype included: CTX-M-1 genotype at m/z 6 390; CTX-M-8 genotype at m/z 5 224, m/z 5 393, and m/z 9 021; CTX-M-9 genotype at m/z 5 161 and m/z 5 273. In the MALDI-TOF MS analysis conducted with the conventional CHCA matrix, the characteristic peak at m/z 9 021 for CTX-M-8 was the only one detected, with the characteristic peaks for CTX-M-1 and CTX-M-9 remaining undetected. Conclusion:The application of cooperative matrix of CHCA-C3 in conjunction with MALDI-TOF MS and machine learning algorithms facilitates the rapid and precise identification of extended-spectrum β-lactamase (ESBL)-producing Escherichia coli. This approach offers a feasible solution for evidence-based clinical therapy and the control of healthcare-associated infections.

Objective:This study aims to develop a rapid identification technique for various genotypes of extended-spectrum β-lactamase (ESBL) producing Escherichia coli using matrix-assisted laser desorption/ionization-time of flight mass spectrometry (MALDI-TOF MS) in conjunction with machine learning algorithms. Methods:A total of 158 Escherichia coli strains were isolated from the clinical laboratory of the First Hospital of Jilin University from August 2018 to December 2022. Polymerase chain reaction (PCR) was employed to detect the CTX-M-1, CTX-M-8, CTX-M-9, and SHV genes. Mass spectral data of the bacterial strains were acquired by MALDI-TOF MS with a cooperative matrix of (E)-propyl α-cyano-4-hydroxycinnamate (CHCA-C3). Models based on random forest (RF), logistic regression (LR), and support vector machine (SVM) algorithms were constructed. The performance of the constructed models was evaluated using metrics including accuracy, sensitivity, specificity, and the area under the receiver operating characteristic curve (AUC). Mass spectral peaks exhibiting sensitivity and specificity exceeding 80% in the models were designated as characteristic peaks. To validate the efficacy of the cooperative matrix of CHCA-C3, clinical isolates of ESBL-producing Escherichia coli were analyzed by MALDI-TOF MS using the conventional CHCA matrix for comparative purposes. Results:Among the 158 strains of Escherichia coli, 91 strains produced ESBL, all of which were CTX-M genotype. The AUC values for the respective models were as follows: CTX-M-1 genotype exhibited AUC values of 0.98 for LR, 1.00 for RF, and 0.73 for SVM; CTX-M-9 genotype exhibited AUC values of 0.93 for LR, 0.99 for RF, and 0.76 for SVM; for CTX-M-8, all models achieved an AUC of 1.00, indicating excellent classification performance with respect to accuracy, specificity, and sensitivity. The characteristic mass spectral peaks associated with each genotype included: CTX-M-1 genotype at m/z 6 390; CTX-M-8 genotype at m/z 5 224, m/z 5 393, and m/z 9 021; CTX-M-9 genotype at m/z 5 161 and m/z 5 273. In the MALDI-TOF MS analysis conducted with the conventional CHCA matrix, the characteristic peak at m/z 9 021 for CTX-M-8 was the only one detected, with the characteristic peaks for CTX-M-1 and CTX-M-9 remaining undetected. Conclusion:The application of cooperative matrix of CHCA-C3 in conjunction with MALDI-TOF MS and machine learning algorithms facilitates the rapid and precise identification of extended-spectrum β-lactamase (ESBL)-producing Escherichia coli. This approach offers a feasible solution for evidence-based clinical therapy and the control of healthcare-associated infections.

Objective To investigate the prognostic effect of N-terminal domain of gasdermin-D(GSDMD-N)on the short-and long-term outcomes of patients with large-vessel occlusion(LVO)ischemic stroke.Methods A retrospective study was conducted on 65 patients with acute LVO is-chemic stroke admitted to Emergency Medicine Center of the First Affiliated Hospital of Nanjing Medical University from January to April 2023.According to their NIHSS score at and 5 d after admission,they were divided into a good prognosis group 1(34 cases)and a poor prognosis group 1(31 cases),and based on their mRS score at 90 d,they were also assigned into a good prognosis group 2(47 cases)and a poor prognosis group 2(18 cases).Their baseline data were collected,and univariate and multivariate regression analyses were performed to identify potential risk factors affecting short-term and long-term prognosis.GSDMD-N level was measured at and 24 h after ad-mission.ROC curves were plotted to analyze the predictive performance of GSDMD-N for poor prognosis.Results There were no significant differences between the good prognosis group 1 and the poor prognosis group 1 in terms of age,male,perfusion defect volume,time from onset to ad-mission,NIHSS score at admission,levels of GSDMD-N,S100β or syntaxin 17(STX17),hemor-rhagic complications,or ratios of intravenous thrombolysis,endovascular therapy,hypertension,diabetes,coronary heart disease,previous stroke,or atrial fibrillation(P＞0.05).Univariate and multivariate logistic regression analyses revealed that change in GSDMD-N from admission to 24 h later was an important factor influencing short-term poor prognosis(OR=1.054,95％CI:1.023-1.093,P=0.001;OR=1.072,95％CI:1.032-1.124,P=0.001).ROC curve analysis showed that change of GSDMD-N had good predictive value for short-term poor prognosis,with an AUC value of 0.814(95％CI:0.698-0.905).No statistical differences were observed between the good prog-nosis group 2 and poor prognosis group 2 in above indicators as between the good prognosis group 1 and poor prognosis group 1(P＞0.05).Univariate and multivariate logistic regression analyses revealed that change of GSDMD-N from admission to 24 h later was an important influencing fac-tor for long-term poor prognosis(OR=1.001,95％CI:1.023-1.069,P=0.046;OR=1.063,95％CI:1.017-1.125,P=0.015).ROC curve analysis displayed that the change also showed good pre-dictive value for long-term poor prognosis,with an AUC value of 0.881(95％CI:0.767-0.961).Conclusion Change in GSDMD-N from admission to 24 h later can predict the short-and long-term prognosis of patients with LVO ischemic stroke.

Objective:To investigate the effect of Early infarct growth rate(EIGR) on the prognosis of patients with acute large vessel occlusive ischemic stroke.Methods:A total of 164 patients with acute large vessel occlusive ischemic stroke were enrolled in the emergency department of the First Affiliated Hospital of Nanjing Medical University from January 1, 2020 to December 31, 2022.According to the change of the National Institutes of Health Stroke Scale (NIHSS) score at admission and 72 h after treatment, the patients were divided into good prognosis group and poor prognosis group. The basic clinical data of the two groups were observed and compared. The risk factors of poor prognosis were analyzed by univariate regression. The effect of EIGR on prognosis after age stratification was further analyzed.Results:Comparing the clinical data of the two groups, there was no difference in EIGR (mL/h) (7.67 vs. 8.24, P=0.211) between the two groups. The product between EIGR and age was included as the interaction term, and the result of the interaction term in the model was statistically significant ( OR=1.002, 95% CI: 1.000-1.003, P=0.032) .Moreover, the result was still statistically significant after adjusting for relevant variables (gender, history of hypertension, history of atrial fibrillation, history of diabetes, history of coronary heart disease, and history of stroke) ( OR=1.002, 95% CI:1.000-1.003, P=0.027). Subgroup analysis was performed according to the median age (71 years). In the elderly group, the proportion of poor prognosis was higher with fast core infarction growth rate defined by 25 mL/h and 15 mL/h ( P < 0.05).In the younger age group, there was no significant difference in the proportion of poor prognosis in the fast core infarction growth rate compared with the slow type ( P > 0.05). Conclusions:EIGR can predict the early clinical outcome early in elderly patients with large vessel occlusive ischemic stroke.

Objective:To retrieve, evaluate and integrate the evidence related to the preparation process for initiating extracorporeal cardiopulmonary resuscitation in hospital, so as to provide reference for clinical implementation of extracorporeal cardiopulmonary resuscitation.Methods:According to the evidence-based nursing method and the 6S evidence model, guidelines, clinical decisions, expert consensus, systematic review and other literatures related to the preparation process for initiating extracorporeal cardiopulmonary resuscitation in hospital were searched from National Guideline Clearinghouse, Scottish Intercollegiate Guidelines Network, National Institute for Health and Care Excellence, and other websites, UpToDate, The Cochrane Library, PubMed, Embase, CNKI, Wanfang and other databases. The retrieval date limit was from the establishment of the database to May 20, 2023. Researchers assessed the quality of the included articles, and extracted and summarized the evidence that met the quality standards.Results:A total of 11 articles were included, including 2 guidelines, 6 expert consensuses, 1 systematic review and 2 quasi-experimental studies. A total of 18 pieces of evidences were summarized from 6 aspects, including medical conditions, team building, materials management, operation mechanism, pre-initiating treatment and initiating judgment.Conclusions:This study summarizes the evidence of preparation process for initiating extracorporeal cardiopulmonary resuscitation in hospital, which can provide reference for promoting the implementation of extracorporeal cardiopulmonary resuscitation. Future studies still need to focus on team building, personnel training and assessment, and optimisation of the management system, so as to improve the efficiency and readiness of treatment.

Objective To investigate the prognostic effect of N-terminal domain of gasdermin-D(GSDMD-N)on the short-and long-term outcomes of patients with large-vessel occlusion(LVO)ischemic stroke.Methods A retrospective study was conducted on 65 patients with acute LVO is-chemic stroke admitted to Emergency Medicine Center of the First Affiliated Hospital of Nanjing Medical University from January to April 2023.According to their NIHSS score at and 5 d after admission,they were divided into a good prognosis group 1(34 cases)and a poor prognosis group 1(31 cases),and based on their mRS score at 90 d,they were also assigned into a good prognosis group 2(47 cases)and a poor prognosis group 2(18 cases).Their baseline data were collected,and univariate and multivariate regression analyses were performed to identify potential risk factors affecting short-term and long-term prognosis.GSDMD-N level was measured at and 24 h after ad-mission.ROC curves were plotted to analyze the predictive performance of GSDMD-N for poor prognosis.Results There were no significant differences between the good prognosis group 1 and the poor prognosis group 1 in terms of age,male,perfusion defect volume,time from onset to ad-mission,NIHSS score at admission,levels of GSDMD-N,S100β or syntaxin 17(STX17),hemor-rhagic complications,or ratios of intravenous thrombolysis,endovascular therapy,hypertension,diabetes,coronary heart disease,previous stroke,or atrial fibrillation(P＞0.05).Univariate and multivariate logistic regression analyses revealed that change in GSDMD-N from admission to 24 h later was an important factor influencing short-term poor prognosis(OR=1.054,95％CI:1.023-1.093,P=0.001;OR=1.072,95％CI:1.032-1.124,P=0.001).ROC curve analysis showed that change of GSDMD-N had good predictive value for short-term poor prognosis,with an AUC value of 0.814(95％CI:0.698-0.905).No statistical differences were observed between the good prog-nosis group 2 and poor prognosis group 2 in above indicators as between the good prognosis group 1 and poor prognosis group 1(P＞0.05).Univariate and multivariate logistic regression analyses revealed that change of GSDMD-N from admission to 24 h later was an important influencing fac-tor for long-term poor prognosis(OR=1.001,95％CI:1.023-1.069,P=0.046;OR=1.063,95％CI:1.017-1.125,P=0.015).ROC curve analysis displayed that the change also showed good pre-dictive value for long-term poor prognosis,with an AUC value of 0.881(95％CI:0.767-0.961).Conclusion Change in GSDMD-N from admission to 24 h later can predict the short-and long-term prognosis of patients with LVO ischemic stroke.

ObjectiveTo explore the related factors of troublemaking behaviors among patients with mental disorders induced by amphetamine-type stimulants （ATS）， and to provide references for the formulation of relevant intervention measures for ATS-induced mental disorders. MethodsA total of 105 patients who met the diagnostic criteria of International Classification of Diseases， tenth edition （ICD-10） for ATS-induced mental disorders were included， and classified into troublemaking group and non-troublemaking group. The general demographic data and clinical data of the selected individuals were collected， and all patients were assessed using Social Support Rating Scale （SSRS）. Then univariate analysis and multivariate Logistic regression model were used to screen the related factors of troublemaking behaviors. ResultsThe scores of SSRS， objective support dimension and social support utilization dimension were significantly lower in troublemaking group than those in non-troublemaking group， with statistical differences ［（24.10±6.59） vs. （28.94±5.59）， t=3.364， P=0.001； （5.50±1.96） vs. （8.20±2.13）， t=5.183， P<0.01； （4.60±2.26） vs. （6.28±1.90）， t=3.435， P=0.001］. Multivariate Logistic regression analysis showed that male （OR=6.061， P=0.014） was a risk factor， while high social support level （OR=0.873， P=0.018） was the protective factor for troublemaking behaviors among patients with ATS-induced mental disorders. ConclusionPatients with ATS-induced mental disorders of the males and with low social support level are at high risk of troublemaking behaviors.

Objective:To identify the impact of extracorporeal cardiopulmonary resuscitation (ECPR) on neurological outcome and survival in adults with cardiac arrest (CA).Methods:Totally 31 adult patients with ECPR were enrolled from March 2015 to June 2019 in Emergency Department of the First Affiliated Hospital of Nangjing Medical University (Jiangsu People Hospital). Patients were divided to the survival group ( n=12) and death group ( n=19). Duration of conventional cardiopulmonary resuscitation (CCPR) and extracorporeal membrane oxygenation (ECMO) and other mechanical support were compared between groups. Cerebral performance category (CPC) and hospital survival were also evaluated according to the duration of CCPR before ECPR. Results:The duration of CCPR before ECPR was significantly shorter in the survival group than that in the death group ( P=0.002). Duration of ECMO had no significant difference between the two groups ( P=0.478). The location of CA occurrence had no impact on the hospital survival rate ( P=0.716). ECPR in combination with intra-aortic balloon pump (IABP) also had no impact on the hospital survival rate ( P=0.174), and patients received continuous renal replacement therapy (CRRT) had higher hospital survival than patients without CRRT ( P = 0.032). Patients with CCPR duration ≤ 60 min had higher rates of ROSC and hospital survival ( P <0.001). CPC evaluation showed no difference between the two groups. Conclusions:ECMO can provide effective life support to CA patients, and improve their survival rates. It is recommended to initiation of ECMO implantation within 60 min after CCPR.

Objective:To investigate the clinical characteristics of pediatric methicillin-resistant Staphylococcus aureus (MRSA) infection and the antibiotic sensitivity of the isolates. Methods:The clinical data of children with MRSA infection and antibiotic sensitivity of the isolates from 11 children′s hospitals in Infectious Diseases Surveillance of Paediatrics (ISPED) group of China between January 1, 2018 and December 31, 2018 were collected retrospectively. The children′s general condition, high-risk factors, antimicrobial therapy and prognosis, differences in clinical disease and laboratory test results between different age groups, and differences of antibiotic sensitivity between community-acquired (CA)-MRSA and hospital-acquired (HA)-MRSA were analyzed. The t test and Wilcoxon rank sum test were used for statistical analysis of the quantitative data and Chi-square test were used for comparison of rates. Results:Among the 452 patients, 264 were males and 188 were females, aged from 2 days to 17 years. There were 233 cases (51.5%) in the ≤1 year old group, 79 cases (17.5%) in the>1-3 years old group, 29 cases (6.4%) in the >3-5 years old group, 65 cases (14.4%) in the >5-10 years old group, and 46 cases (10.2%) in the>10 years old group. The main distributions of onset seasons were 55 cases (12.2%) in December, 47 cases (10.4%) in February, 46 cases (10.2%) in November, 45 cases (10.0%) in January, 40 cases (8.8%) in March. There were 335 cases (74.1%) CA-MRSA and 117 (25.9%) cases HA-MRSA. Among all cases, 174 cases (38.5%) had basic diseases or long-term use of hormone and immunosuppressive drugs. During the period of hospitalization, 209 cases (46.2%) received medical interventions. There were 182 patients (40.3%) had used antibiotics (β-lactams, glycopeptides, macrolides, carbapenems, oxazolones, sulfonamides etc) 3 months before admission. The most common clinical disease was pneumonia (203 cases), followed by skin soft-tissue infection (133 cases), sepsis (92 cases), deep tissue abscess (42 cases), osteomyelitis (40 cases), and septic arthritis (26 cases), suppurative meningitis (10 cases). The proportion of pneumonia in the ≤1 year old group was higher than the >1-3 years old group,>3-5 years old group,>5-10 years old group,>10 years old group (57.5% (134/233) vs. 30.4% (24/79), 31.0% (9/29), 38.5% (25/65), 23.9% (11/46), χ 2=17.374, 7.293, 7.410, 17.373, all P<0.01) The proportion of skin and soft tissue infections caused by CA-MRSA infection was higher than HA-MRSA (33.4% (112/335) vs. 17.9% (21/117), χ 2=10.010, P=0.002), and the proportion of pneumonia caused by HA-MRSA infection was higher than CA-MRSA (53.0% (62/117) vs. 42.1% (141/335), χ 2=4.166, P=0.041). The first white blood cell count of the ≤1 year old group was higher than that children > 1 year old ((15±8)×10 9/L vs. (13±7)×10 9/L, t=2.697, P=0.007), while the C-reactive protein of the ≤1 year old group was lower than the 1-3 years old group,>5-10 years old group,>10 years old group (8.00 (0.04-194.00) vs.17.00 (0.50-316.00), 15.20 (0.23-312.00), 21.79(0.13-219.00) mg/L, Z=3.207, 2.044, 2.513, all P<0.05), there were no significant differences in procalcitonin (PCT) between different age groups (all P>0.05). After the treatment, 131 cases were cured, 278 cases were improved, 21 cases were not cured, 12 cases died, and 10 cases were abandoned. The 452 MRSA isolates were all sensitive to vancomycin (100.0%), linezolid (100.0%), 100.0% resistant to penicillin, highly resistant to erythromycin (85.0%, 375/441), clindamycin (67.7%, 294/434), less resistant to sulfonamides (5.9%, 23/391), levofloxacin (4.5%, 19/423), gentamicin (3.2%, 14/438), rifampicin (1.8%, 8/440), minocycline (1.1%, 1/91). The antimicrobial resistance rates were not significantly different between the CA-MRSA and HA-MRSA groups (all P>0.05). Conclusions:The infection of MRSA is mainly found in infants under 3 years old. The prevalent seasons are winter and spring, and MRSA is mainly acquired in the community. The main clinical diseases are pneumonia, skin soft-tissue infection and sepsis. No MRSA isolate is resistant to vancomycin, linezolid. MRSA isolates are generally sensitive to sulfonamides, levofloxacin, gentamicin, rifampicin, minocycline, and were highly resistant to erythromycin and clindamycin. To achieve better prognosis. clinicians should initiate anti-infective treatment for children with MRSA infection according to the clinical characteristics of patients and drug sensitivity of the isolates timely and effectively.

Objective To observe the effects of total enteral nutrition ( TEN) and early combined parenteral nutrition ( PEN+TEN) in patients with esophageal cancer after operation .Methods The prospective,random, controlled clinical trial was adopted.One hundred patients receiving esophageal cancer operation were randomly assigned to the TEN group (50 cases) and the PEN+TEN group(50 cases).The differences in nutritional status, inflammatory response, immune status and postop-erative complications were compared in the two groups before and after operation.Results The levels of total serum protein, albumin or retinol binding protein were higher in the PEN group than the TEN group at the 10th day after operation, respective-ly[(60.1 ±6.2)g/L vs(55.3 ±9.3)g/L,(36.4 ±4.2)g/L vs(34.6 ±1.6)g/L,(43.3 ±5.9)g/L vs(34.9 ±3.3)g/L, P<0.05] .The levels of ESR or CRP were higher in PEN +TEN group than the TEN group at the 10th day after operation, re-spectively [(54.9 ±25.8)mm/h vs(31.8 ±14.2)mm/h,(30.9 ±13.2)g/L vs(15.8 ±6.1)g/L, P<0.01] .The levels of CD3+, CD4 +, or CD8 +were higher at the 10 th day after operation than at the day before surgery in TEN group [(59.6 ±9.8)％vs(68.3 ±4.4)％,(41.7 ±7.8)％vs(46.5 ±5.5)％,(23.2 ±5.5)％vs(20.0 ±2.7)％, P<0.05], but not in PEN+TEN group.The levels of IgA or IgG were significant higher in the TEN group than the PEN +TEN group at the 10th day after operation[(1.9 ±0.5)g/L vs(1.6 ±0.3)g/L,(11.9 ±3.3)g/L vs(9.4 ±2.2)g/L, P<0.01].Con-clusion The inflammatory reaction and immune function in TEN group are better than those in PEN +TEN group.Although the nutritional status is worse in the TEN group than that in the PEN group , but the rate of postoperative complications has not increased.