1.Development of a prediction model based on decision tree for acute kidney injury in critically ill children and its predictive value
Huiwen LI ; Jiao CHEN ; Junlong HU ; Jing XU ; Zhenjiang BAI ; Xiaozhong LI ; Yanhong LI
Chinese Pediatric Emergency Medicine 2025;32(2):128-134
Objective:To establish and validate a prediction model based on least absolute shrinkage and selection operator(LASSO)regression and classification and regression tree(CART)algorithm for acute kidney injury(AKI)in PICU.Methods:The prospective derivation cohort consisted of 350 critically ill children admitted to the PICU of Children′s Hospital of Soochow University from September 2020 to January 2021.The external data set consisting of 866 critically ill children admitted to the PICU of Children′s Hospital of Soochow University from February 2021 to February 2022 was employed for the external validation.Clinical data was obtained from the electronic medical record system,including demographic characteristics,laboratory data and the pediatric risk of mortality Ⅲ(PRISM Ⅲ)score.The variables associated with AKI were identified using LASSO regression.Subsequently,a decision tree prediction model was built using the CART algorithm.The predictive value of decision tree prediction model was evaluated using the receiver operating characteristic(ROC)curve,calibration curve,and decision curve analysis.Results:Among the 350 children in the derivation cohort,107(30.6%)developed AKI during the PICU stay;and of 866 children in the external validation cohort,165(19.1%)developed AKI during the PICU stay.The LASSO regression screened 16 candidate variables for further analysis,and the decision tree model ultimately identified 4 variables more closely associated with AKI,including fold change in serum creatinine from baseline,urine volume,PRISM Ⅲ,and C-reactive protein.The decision tree model exhibited high accuracy with AUC of 0.92,0.88,and 0.86 in the training,internal validation,and external validation cohorts,respectively.The model demonstrated good calibration and clinical applicability based on the calibration curve and decision curve analysis.Conclusion:The decision tree model based on the 4 identified clinical indicators,including fold change in serum creatinine from baseline,urine volume,PRISM Ⅲ,and C-reactive protein,is effective for the early prediction of AKI.
2.Investigation on the use of ulinastatin in critically ill children
Zizhen ZHANG ; Qin YU ; Xingqiang DONG ; Libing ZHOU ; Saihu HUANG ; Shuiyan WU ; Zhenjiang BAI
Chinese Pediatric Emergency Medicine 2025;32(8):597-600
Objective:To investigate the current use of ulinastatin in the treatment of critically ill children by pediatricians in China.Methods:A anonymous questionnaire survey was conducted among 147 pediatric critical care physicians from 36 hospitals across 16 provinces,autonomous regions,and municipalities in China.The survey content consists of three parts: respondents' basic information, the application status of ulinastatin, and the clinical indicators referenced for evaluating the use of ulinastatin. Descriptive statistical analysis was performed on the collected data.Results:Among the 147 respondents,99.32%(146/147) were from tertiary hospitals;72.11%(106/147) worked in specialized ICUs,and 4.08%(6/147)in emergency medicine departments.A total of 68.03%(100/147) of the physicians reported using ulinastatin in clinical practice.The main diseases for which ulinastatin was used were pancreatitis(26.40%),sepsis and septic shock(23.76%),capillary leak syndrome(21.78%),acute respiratory distress syndrome(8.91%),and disseminated intravascular coagulation(6.27%).A total of 90.00% of physicians combined ulinastatin with other medications,including glucocorticoids(26.82%),albumin(23.51%),plasma(17.22%),and immunoglobulins(13.58%). Clinical indicators referenced during ulinastatin use included elevated interleukin(IL)-6(76.87%),tumor necrosis factor-α(44.22%),IL-8(31.97%),IL-1(19.73%),IL-18(10.20%),blood lactate(59.18%),decreased serum albumin levels(70.07%),increased pleural or peritoneal effusion(67.35%),skin and mucosal edema(65.31%),and elevated thrombomodulin among the four coagulation parameters(58.50%).Conclusion:Ulinastatin is mainly used for the treatment of critical illnesses such as pancreatitis and sepsis.Most physicians combine ulinastatin with other drugs,such as glucocorticoids and albumin.Clinical indicators commonly referenced when using ulinastatin include elevated IL-6,increased lactate,and increased pleural effusion,which suggest a high inflammatory state and endothelial damage.
3.Epidemiological characteristics,virulence and drug resistance genes in Klebsiella oxytoca complex isolated from children in Suzhou
Xiuxiu ZHENG ; Mi ZHOU ; Yu CAO ; Zhenjiang BAI ; Lili HUANG
Chinese Journal of Nosocomiology 2025;35(17):2581-2585
OBJECTIVE To observe the epidemiological characteristics,virulence and drug resistance genes in Kleb-siella oxytoca complex(KOX)strains isolated from the children in Suzhou so as to provide theoretical bases for clinical prevention and control.METHODS The clinical distribution and drug resistance of 101 strains of KOX that were isolated from Children's Hospital of Soochow University from Jan.2021 to Mar.2024 were retrospectively analyzed.Fifty strains were randomly selected to detect the expressions of 18 types of virulence genes and 12 types of drug resistance genes.RESULTS Of the 97 strains of KOX isolated from hospitalized children,32.67%from i-solated from sputum,27.72%from stools and 24.74%from urine;45.54%were isolated from hematology de-partment,18.81%from neonatology department and 10.89%from ICU.The strains expressed a variety of viru-lence genes,among which the ironophore-related genes entB(82.00%),irp-1(64.00%),irp-2(64.00%),ybtS(64.00%)and fyuA(64.00%)were dominant.Carbapenem-sensitive KOX(CS-KOX)strains were susceptible to most of the antibiotics,while the drug resistance rates of the CR-KOX strains to most of the antibiotics were relatively high.The detection rates of extended-spectrum β-lactamase gene CTX(56.52%)and carbapenemase gene NDM(78.26%)were relatively high among the CR-KOX strains;38.89%(7/18)of the strains expressed NDM gene and meanwhile expressed other carbapenemase genes.CONCLUSIONS The KOX strains isolated from the hospitalized children in Suzhou carry a variety of virulence and drug resistance genes,and there is risk of trans-mission of CR-KOX in the hospital.Therefore,it is necessary to attach great importance to the surveillance of drug-resistant strains for the long-term hospitalized children and raise the awareness of infection control so as to prevent the transmission of such bacteria.
4.Analysis on death cases from acute encephalopathy associated with influenza/corona virus disease 2019 in children
Qin YU ; Shuiyan WU ; Xubei GUO ; Ying LI ; Zhenjiang BAI
Chinese Pediatric Emergency Medicine 2025;32(2):110-115
Objective:To explore the clinical features of death in children with acute encephalopathy associated with influenza and corona virus disease 2019(COVID-19)and to enhance pediatrician's understanding of this disease.Methods:Clinical data of children with influenza and COVID-19-related acute encephalopathy hospitalized in Pediatric Intensive Care Unit of Children's Hospital Affiliated to Soochow University from September 2021 to July 2023 were retrospectively analyzed.The cases were divided into survival group and death group according to outcome.The general condition,clinical manifestations,auxiliary examination and treatment between the two groups were compared and analyzed.Results:A total of 41 pediatric patients were enrolled.In the death group,there were 17 cases,including 15 cases of acute necrotizing encephalopathy (ANE); among them,there were 7 male patients and 10 female patients,with a median age of 3.50 years.Eight patients were infected with influenza A virus,3 with influenza B virus,and 6 with SARS-CoV-2.The survival group comprised 24 cases,including 10 cases of ANE; among them,there were 16 male patients and 8 female patients,with a median age of 4.33 years.Fourteen patients were infected with influenza A virus,4 with influenza B virus,and 6 with SARS-CoV-2.None of the patients in the death group has received influenza and COVID-19 vaccines within 1 year before infection.Common symptoms were fever and disturbance of consciousness in the death group,eight cases had mild cough,seven cases had convulsions ≥three times,one case had two convulsions,nine cases had only one seizure,of which five cases were epileptic status.One case had delirium before convulsions.Seventeen cases began to fall into a coma (6.50±1.50) hours after their first onset of convulsion.Two patients had secondary pulmonary infection.Nine cases showed significantly elevated interleukin-6,while 17 cases had normal cerebrospinal fluid cell counts and 14 cases had elevated protein levels.All 17 cases underwent cranial CT scans,among which 13 showed symmetric necrosis of the bilateral thalami.All patients in the death group underwent glucocorticoid and intravenous immunoglobulin pulse therapy.Eleven patients received continuous renal replacement therapy,ten patients received intrathecal dexamethasone injection,and two patients were treated with tocilizumab.One patient underwent extracorporeal membrane oxygenation.Among the eight influenza patients,neuraminidase inhibitors were first administered 48 hours after the onset of fever.None of the six patients infected with SARS-CoV-2 received nirmatrelvir/ritonavir antiviral treatment.The causes of death in 17 patients included ANE(15 cases) and secondary infections(2 cases).Compared with the survival group,the incidence of brainstem involvement,shock,and low Glasgow coma scores (GCS ≤ 4) were significantly higher in the death group(15/17 vs.2/24, χ 2=26.18, P<0.001;16/17 vs.5/24, χ 2=21.39, P<0.001;14/17 vs.5/24, χ 2=15.15, P<0.001). Conclusion:Acute encephalopathy is primarily characterized by recurrent convulsions and disturbances of consciousness.Influenza and COVID-19 are the main causes.Cranial imaging is helpful for clinical diagnosis.Involvement of the brainstem,occurrence of shock,and GCS≤4 are associated with a higher fatality rate of ANE.
5.Traditional Chinese medicine dry powder inhalers: research status and development ideas and methods.
Yu-Wen MA ; Yi-Chen ZENG ; Hao-Ran WANG ; Guang-Fu LIU ; Jun JIANG ; Yu-Song ZENG ; Bai-Xiu ZHAO ; Jin FANG
China Journal of Chinese Materia Medica 2025;50(3):620-631
As an innovative dosage form, traditional Chinese medicine(TCM) dry powder inhalers have emerged as a focal point in the research and development of new preparations due to its high efficiency, safety, and bioavailability. This paper systematically reviewed the relevant literature and patents associated with TCM dry powder inhalers to analyze the origins and the current research and development status. Furthermore, this paper probed into the research and development ideas of TCM dry powder inhalers regarding clinical positioning, prescription screening, and druggability. Additionally, the paper thoroughly analyzed the technical barriers in druggability studies and elaborated on corresponding research techniques and coping measures. Furthermore, it emphasized the need for improved regulations and policies governing TCM dry powder inhalers, advocated for strengthened oversight, and called for the establishment of a scientific quality evaluation system. Measures such as promoting production-education-research collaboration, enhancing personnel training, and fostering international exchanges were proposed to provide a scientific and systematic reference for the future research, development, and application of TCM dry powder inhalers, thereby facilitating the rapid modernization of TCM.
Humans
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Dry Powder Inhalers/trends*
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Drugs, Chinese Herbal/chemistry*
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Medicine, Chinese Traditional/instrumentation*
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Administration, Inhalation
6.Antimicrobial resistance surveillance in the bacterial strains isolated from pediatric intensive care units in China:results from 2020 to 2022
Jing LIU ; Huiyuan YAN ; Gangfeng YAN ; Guoping LU ; Pan FU ; Chuanqing WANG ; Danqun JIN ; Wenjia TONG ; Chenyu ZHANG ; Jianli CHEN ; Yi LIN ; Jia LEI ; Yibing CHENG ; Qunqun ZHANG ; Kaijie GAO ; Yuanyuan CHEN ; Shufang XIAO ; Juan HE ; Li JIANG ; Huimin XU ; Yuxia LI ; Hanghai DING ; Hehe CHEN ; Yao ZHENG ; Qunying CHEN ; Ying WANG ; Hong REN ; Chenmei ZHANG ; Zhenjie CHEN ; Mingming ZHOU ; Yucai ZHANG ; Yiping ZHOU ; Zhenjiang BAI ; Saihu HUANG ; Lili HUANG ; Weiguo YANG ; Weike MA ; Qing MENG ; Pengwei ZHU ; Yong LI ; Yan XU ; Yi WANG ; Yanqiang DU ; Huijun CAI ; Bizhen ZHU ; Huixuan SHI ; Shaoxian HONG ; Yukun HUANG ; Meilian HUANG
Chinese Journal of Infection and Chemotherapy 2025;25(3):303-311
Objective This study aimed to investigate the antimicrobial resistance profiles of bacterial strains isolated from pediatric intensive care units(PICU)in China for better antimicrobial therapy.Methods Clinical isolates were collected from 17 institutions,including tertiary care children's hospitals and pediatric department of tertiary general hospitals in China from January 1,2020 to December 31,2022.Antimicrobial susceptibility testing was carried out according to a unified protocol using Kirby-Bauer method or automated systems.Results were interpreted according to the breakpoints released by the Clinical and Laboratory Standards Institute(CLSI)in 2020.Results A total of 10 688 isolates were collected,including gram-positive organisms(39.2%)and gram-negative organisms(60.8%).The top three organisms were S.aureus(13.6%,1 453/10 688),A.baumannii(10.0%,1 067/10 688),and coagulase-negative Staphylococcus(9.9%,1 058/10 688).Multi-drug resistant organisms(MDROs)were very common in children.The prevalence of methicillin-resistant Staphylococcus aureus(MRSA),carbapenem-resistant Enterobacterales(CRE),carbapenem-resistant E.coli,carbapenem-resistant K.pneumoniae(CRKP),carbapenem-resistant A.baumannii(CRAB),and carbapenem-resistant P.aeruginosa(CRPA)was 41.1%,19.4%,8.8%,30.9%,67.4%,and 28.8%,respectively.Overall,more than 50%of Enterobacteriales isolates were resistant to cephalosporins,while nearly 25%of Enterobacteriales isolates were resistant to carbapenems.MDROs were highly resistant to commonly used antibiotics.More than 80%of CRE and CRAB strains were resistant to all beta-lactam antibiotics.CRE and CRAB showed low resistance rates to tigecycline and polymyxin.CRPA showed lower resistance rates to piperacillin,beta-lactamase inhibitor combinations than the resistance rates to third and fourth generation cephalosporins.All of the Staphylococcus and Enterococcus isolates were susceptible to vancomycin and tigecycline.None of PRSP strains isolated from meningitis and nonmeningitis samples were resistant to rifampicin,vancomycin,or linezolid.The prevalence of β-lactamase-negative ampicillin-resistant(BLNAR)strains was 43.3%in Haemophilus influenzae.Conclusions MDROs were prevalent in PICU.It is necessary to establish an effective multidisciplinary team(MDT)to control the antimicrobial resistance.
7.Monitoring as well as prevention and control strategies for nasal vestibular colonized bacteria of healthcare workers in pediatric intensive care unit
Zixuan LI ; Lili HUANG ; Zhenjiang BAI ; Shuiyan WU ; Linna ZHANG ; Zhiqin ZHANG ; Chunmei SU
Chinese Journal of Infection Control 2025;24(10):1424-1429
Objective To explore the distribution characteristics and influencing factors of nasal colonized bacteria of healthcare workers(HCWs)in pediatric intensive care unit(PICU).Methods A cross-sectional study was con-ducted.Nasal swab specimens from 104 HCWs in the PICU of a hospital were collected for bacterial culture and an-timicrobial susceptibility testing.According to the identification and antimicrobial susceptibility testing results of strains,distribution characteristics of colonized bacteria was analyzed.Basic information of studied subjects were collected through questionnaire survey,and risk factors for colonized bacterial infection were conducted using logis-tic regression analysis.Results Among 104 specimens,colonized bacteria were detected from 66 specimens,with an overall detection rate of 63.46%.Gram-positive bacteria was mainly Staphylococcus aureus,with a detection rate of 34.62%(n=36),out of which methicillin-resistant Staphylococcus aureus(MRSA)accounted for 2.88%(n=3).Gram-negative bacteria was mainly Klebsiella spp.,with a detection rate of 21.15%(n=22).Multiva-riate logistic regression analysis showed that HCWs with junior professional titles(OR=11.400,95%CI:2.329-55.801,P=0.003)was an independent risk factor for Staphylococcus aureus colonization,and male(OR=4.260,95%CI:1.160-15.653,P=0.029)was an independent risk factor for Klebsiella spp.colonization.Conclusion Nasal cavity of HCWs in PICU has a high detection rate of colonized bacteria,with Staphylococcus aureus and Klebsiella spp.being the major colonized bacteria.
8.Epidemiological characteristics,virulence and drug resistance genes in Klebsiella oxytoca complex isolated from children in Suzhou
Xiuxiu ZHENG ; Mi ZHOU ; Yu CAO ; Zhenjiang BAI ; Lili HUANG
Chinese Journal of Nosocomiology 2025;35(17):2581-2585
OBJECTIVE To observe the epidemiological characteristics,virulence and drug resistance genes in Kleb-siella oxytoca complex(KOX)strains isolated from the children in Suzhou so as to provide theoretical bases for clinical prevention and control.METHODS The clinical distribution and drug resistance of 101 strains of KOX that were isolated from Children's Hospital of Soochow University from Jan.2021 to Mar.2024 were retrospectively analyzed.Fifty strains were randomly selected to detect the expressions of 18 types of virulence genes and 12 types of drug resistance genes.RESULTS Of the 97 strains of KOX isolated from hospitalized children,32.67%from i-solated from sputum,27.72%from stools and 24.74%from urine;45.54%were isolated from hematology de-partment,18.81%from neonatology department and 10.89%from ICU.The strains expressed a variety of viru-lence genes,among which the ironophore-related genes entB(82.00%),irp-1(64.00%),irp-2(64.00%),ybtS(64.00%)and fyuA(64.00%)were dominant.Carbapenem-sensitive KOX(CS-KOX)strains were susceptible to most of the antibiotics,while the drug resistance rates of the CR-KOX strains to most of the antibiotics were relatively high.The detection rates of extended-spectrum β-lactamase gene CTX(56.52%)and carbapenemase gene NDM(78.26%)were relatively high among the CR-KOX strains;38.89%(7/18)of the strains expressed NDM gene and meanwhile expressed other carbapenemase genes.CONCLUSIONS The KOX strains isolated from the hospitalized children in Suzhou carry a variety of virulence and drug resistance genes,and there is risk of trans-mission of CR-KOX in the hospital.Therefore,it is necessary to attach great importance to the surveillance of drug-resistant strains for the long-term hospitalized children and raise the awareness of infection control so as to prevent the transmission of such bacteria.
9.Analysis on death cases from acute encephalopathy associated with influenza/corona virus disease 2019 in children
Qin YU ; Shuiyan WU ; Xubei GUO ; Ying LI ; Zhenjiang BAI
Chinese Pediatric Emergency Medicine 2025;32(2):110-115
Objective:To explore the clinical features of death in children with acute encephalopathy associated with influenza and corona virus disease 2019(COVID-19)and to enhance pediatrician's understanding of this disease.Methods:Clinical data of children with influenza and COVID-19-related acute encephalopathy hospitalized in Pediatric Intensive Care Unit of Children's Hospital Affiliated to Soochow University from September 2021 to July 2023 were retrospectively analyzed.The cases were divided into survival group and death group according to outcome.The general condition,clinical manifestations,auxiliary examination and treatment between the two groups were compared and analyzed.Results:A total of 41 pediatric patients were enrolled.In the death group,there were 17 cases,including 15 cases of acute necrotizing encephalopathy (ANE); among them,there were 7 male patients and 10 female patients,with a median age of 3.50 years.Eight patients were infected with influenza A virus,3 with influenza B virus,and 6 with SARS-CoV-2.The survival group comprised 24 cases,including 10 cases of ANE; among them,there were 16 male patients and 8 female patients,with a median age of 4.33 years.Fourteen patients were infected with influenza A virus,4 with influenza B virus,and 6 with SARS-CoV-2.None of the patients in the death group has received influenza and COVID-19 vaccines within 1 year before infection.Common symptoms were fever and disturbance of consciousness in the death group,eight cases had mild cough,seven cases had convulsions ≥three times,one case had two convulsions,nine cases had only one seizure,of which five cases were epileptic status.One case had delirium before convulsions.Seventeen cases began to fall into a coma (6.50±1.50) hours after their first onset of convulsion.Two patients had secondary pulmonary infection.Nine cases showed significantly elevated interleukin-6,while 17 cases had normal cerebrospinal fluid cell counts and 14 cases had elevated protein levels.All 17 cases underwent cranial CT scans,among which 13 showed symmetric necrosis of the bilateral thalami.All patients in the death group underwent glucocorticoid and intravenous immunoglobulin pulse therapy.Eleven patients received continuous renal replacement therapy,ten patients received intrathecal dexamethasone injection,and two patients were treated with tocilizumab.One patient underwent extracorporeal membrane oxygenation.Among the eight influenza patients,neuraminidase inhibitors were first administered 48 hours after the onset of fever.None of the six patients infected with SARS-CoV-2 received nirmatrelvir/ritonavir antiviral treatment.The causes of death in 17 patients included ANE(15 cases) and secondary infections(2 cases).Compared with the survival group,the incidence of brainstem involvement,shock,and low Glasgow coma scores (GCS ≤ 4) were significantly higher in the death group(15/17 vs.2/24, χ 2=26.18, P<0.001;16/17 vs.5/24, χ 2=21.39, P<0.001;14/17 vs.5/24, χ 2=15.15, P<0.001). Conclusion:Acute encephalopathy is primarily characterized by recurrent convulsions and disturbances of consciousness.Influenza and COVID-19 are the main causes.Cranial imaging is helpful for clinical diagnosis.Involvement of the brainstem,occurrence of shock,and GCS≤4 are associated with a higher fatality rate of ANE.
10.Monitoring as well as prevention and control strategies for nasal vestibular colonized bacteria of healthcare workers in pediatric intensive care unit
Zixuan LI ; Lili HUANG ; Zhenjiang BAI ; Shuiyan WU ; Linna ZHANG ; Zhiqin ZHANG ; Chunmei SU
Chinese Journal of Infection Control 2025;24(10):1424-1429
Objective To explore the distribution characteristics and influencing factors of nasal colonized bacteria of healthcare workers(HCWs)in pediatric intensive care unit(PICU).Methods A cross-sectional study was con-ducted.Nasal swab specimens from 104 HCWs in the PICU of a hospital were collected for bacterial culture and an-timicrobial susceptibility testing.According to the identification and antimicrobial susceptibility testing results of strains,distribution characteristics of colonized bacteria was analyzed.Basic information of studied subjects were collected through questionnaire survey,and risk factors for colonized bacterial infection were conducted using logis-tic regression analysis.Results Among 104 specimens,colonized bacteria were detected from 66 specimens,with an overall detection rate of 63.46%.Gram-positive bacteria was mainly Staphylococcus aureus,with a detection rate of 34.62%(n=36),out of which methicillin-resistant Staphylococcus aureus(MRSA)accounted for 2.88%(n=3).Gram-negative bacteria was mainly Klebsiella spp.,with a detection rate of 21.15%(n=22).Multiva-riate logistic regression analysis showed that HCWs with junior professional titles(OR=11.400,95%CI:2.329-55.801,P=0.003)was an independent risk factor for Staphylococcus aureus colonization,and male(OR=4.260,95%CI:1.160-15.653,P=0.029)was an independent risk factor for Klebsiella spp.colonization.Conclusion Nasal cavity of HCWs in PICU has a high detection rate of colonized bacteria,with Staphylococcus aureus and Klebsiella spp.being the major colonized bacteria.

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