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.Effect of preoperative anxiety on consciousness and autonomic nervous activity during propofol anesthesia
Guanqi MA ; Ying HU ; Weifeng TU ; Cui LI ; Jinping GUAN ; Junlong ZHANG
Chinese Journal of Anesthesiology 2025;45(1):42-48
Objective:To evaluate the effect of preoperative anxiety on the consciousness and autonomic nervous activity during propofol anesthesia.Methods:This study was a secondary analysis of data from the clinical trial in a prospective single-arm study. One hundred and thirty patients, aged 18-65 yr, with a body mass index of 18.5-27.9 kg/m 2, of American Society of Anesthesiologists Physical Status classification I or Ⅱ, scheduled to receive propofol anesthesia, were selected from the Second People′s Hospital of Lianyungang. The six-item of the state anxiety inventory (SAI) of the State-Trait Anxiety Inventory was used to assess the anxiety of patients 1 h before surgery. The patients were divided into 2 groups according to the cut-off value of 12: obvious anxiety symptom (SAI score >12) group (group A, n=49) and no obvious anxiety symptom (SAI score ≤12) group (group B, n=81). After admission to the operating room, the patient was required to hold a 50 ml syringe filled with water. Propofol was given by target-controlled infusion (TCI) with the target plasma concentration set at 5 μg/ml. When the effect-site concentration (Ce) of propofol increased to 3.5 μg/ml (all the patients lost consciousness), the closed-loop TCI was used to maintain BIS value between 45 and 55. The patients were monitored for 20 min after stopping the pump infusion (anesthesia recovery period). The disappearance time of verbal command, disappearance time of eyelash reflex, time of syringe dropping, recovery time of verbal command, recovery time of eyelash reflex, Ce at the recovery of verbal command, Ce at the recovery of eyelash reflex, Ce within the first 5 min of the closed-loop TCI, and consumption of propofol during anesthesia were recorded. The peripheral perfusion index, low frequency power and high frequency power of heart rate variability were recorded, and the ratio of low frequency power to high frequency power was calculated. Pearson correlation analysis was used to assess the correlation between preoperative SAI score and consciousness-related indicators, simulated Ce of propofol and consumption of propofol. Results:Compared with group B, the disappearance time of verbal command, disappearance time of eyelash reflex, and time of syringe dropping were significantly prolonged, the consumption of propofol, simulated Ce at recovery of verbal command and within the first 5 min of closed-loop TCI were increased, the peripheral perfusion index was decreased at each time point before administration and at 14-20 min of anesthesia recovery, and the low-frequency power was decreased during anesthesia maintenance in group A ( P<0.05). The SAI score was positively correlated with the disappearance time of verbal command ( r=0.220, P=0.012), time of syringe dropping ( r=0.206, P=0.029), consumption of propofol ( r=0.330, P<0.001), and the simulated Ce at the recovery of verbal command ( r=0.215, P=0.015) and simulated Ce at recovery of eyelash reflex ( r=0.207, P=0.022). Conclusions:Preoperative anxiety may lead to prolonged loss of consciousness and more marked inhibition of sympathetic nerve activity during propofol anesthesia.
3.Effect of preoperative anxiety on consciousness and autonomic nervous activity during propofol anesthesia
Guanqi MA ; Ying HU ; Weifeng TU ; Cui LI ; Jinping GUAN ; Junlong ZHANG
Chinese Journal of Anesthesiology 2025;45(1):42-48
Objective:To evaluate the effect of preoperative anxiety on the consciousness and autonomic nervous activity during propofol anesthesia.Methods:This study was a secondary analysis of data from the clinical trial in a prospective single-arm study. One hundred and thirty patients, aged 18-65 yr, with a body mass index of 18.5-27.9 kg/m 2, of American Society of Anesthesiologists Physical Status classification I or Ⅱ, scheduled to receive propofol anesthesia, were selected from the Second People′s Hospital of Lianyungang. The six-item of the state anxiety inventory (SAI) of the State-Trait Anxiety Inventory was used to assess the anxiety of patients 1 h before surgery. The patients were divided into 2 groups according to the cut-off value of 12: obvious anxiety symptom (SAI score >12) group (group A, n=49) and no obvious anxiety symptom (SAI score ≤12) group (group B, n=81). After admission to the operating room, the patient was required to hold a 50 ml syringe filled with water. Propofol was given by target-controlled infusion (TCI) with the target plasma concentration set at 5 μg/ml. When the effect-site concentration (Ce) of propofol increased to 3.5 μg/ml (all the patients lost consciousness), the closed-loop TCI was used to maintain BIS value between 45 and 55. The patients were monitored for 20 min after stopping the pump infusion (anesthesia recovery period). The disappearance time of verbal command, disappearance time of eyelash reflex, time of syringe dropping, recovery time of verbal command, recovery time of eyelash reflex, Ce at the recovery of verbal command, Ce at the recovery of eyelash reflex, Ce within the first 5 min of the closed-loop TCI, and consumption of propofol during anesthesia were recorded. The peripheral perfusion index, low frequency power and high frequency power of heart rate variability were recorded, and the ratio of low frequency power to high frequency power was calculated. Pearson correlation analysis was used to assess the correlation between preoperative SAI score and consciousness-related indicators, simulated Ce of propofol and consumption of propofol. Results:Compared with group B, the disappearance time of verbal command, disappearance time of eyelash reflex, and time of syringe dropping were significantly prolonged, the consumption of propofol, simulated Ce at recovery of verbal command and within the first 5 min of closed-loop TCI were increased, the peripheral perfusion index was decreased at each time point before administration and at 14-20 min of anesthesia recovery, and the low-frequency power was decreased during anesthesia maintenance in group A ( P<0.05). The SAI score was positively correlated with the disappearance time of verbal command ( r=0.220, P=0.012), time of syringe dropping ( r=0.206, P=0.029), consumption of propofol ( r=0.330, P<0.001), and the simulated Ce at the recovery of verbal command ( r=0.215, P=0.015) and simulated Ce at recovery of eyelash reflex ( r=0.207, P=0.022). Conclusions:Preoperative anxiety may lead to prolonged loss of consciousness and more marked inhibition of sympathetic nerve activity during propofol anesthesia.
4.Characteristics of adrenal lesions in unilateral primary aldosteronism: a prospective study
Wei ZHANG ; Yi YANG ; Junlong LI ; Jiayu LI ; Yao ZHANG ; Youlin KUANG ; Weiyang HE ; Linqiang MA ; Ying SONG ; Jinbo HU ; Shumin YANG ; Qifu LI
Chinese Journal of Urology 2025;46(7):537-543
Objective:To explore the clinical characteristics of adrenal lesions in unilateral primary aldosteronism.Methods:This is a prospective study. Consecutive patients diagnosed with unilateral primary aldosteronism at the First Affiliated Hospital of Chongqing Medical University from December 2023 to November 2024 were included. Inclusion criteria:① Age is 18 to 80 years old;② The laboratory test indicators are in line with the diagnosis of primary aldosteronism;③ The auxiliary examination proved that only one side was involved;④ Patient undergo unilateral total adrenalectomy. The exclusion criteria are as follows:① Complete biochemical remission was not achieved during the 1-6 month follow-up after the surgery;② Postoperative loss to follow-up;③ No surgical specimens were received or the surgical specimens were incomplete,making continuous sectioning impossible. Patients meeting the inclusion criteria were recruited,and their clinical and biochemical data were recorded. The number of adrenal nodules visible on CT scans and the number of macroscopically visible nodules in the postoperative adrenal gross specimens were documented. Hematoxylin-eosin(HE)staining and aldosterone synthase CYP11B2 immunohistochemical staining were performed on the adrenal tissues after the operation. The number of nodules visible under the light microscope and the number of CYP11B2-positive nodules were recorded.Results:A total of 114 cases were included in this study. The age of the patients was(49.86 ± 9.80)years,the body mass index was(25.49 ± 3.40)kg/m2,the preoperative aldosterone level was 352(2012,556)pg/ml,and the direct renin concentration was 1.63(0.50,4.56)μIU/ml. The aldosterone/renin ratio was 224.9(57.1,641.6)(aldosterone concentration unit was pg/ml,renin concentration unit was μIU/ml),the minimum blood potassium concentration was 2.87(2.50,3.40)mmol/L,and the systolic blood pressure was(144.5 ± 19.5)mmHg. Among the 114 patients,105 had adrenal nodules detected by preoperative CT,of whom 2(1.75%)had multiple nodules. Postoperative gross adrenal specimen evaluation and CYP11B2 immunohistochemical staining revealed that 90 out of 114 cases were solitary nodules,2 cases had no nodules,and 22 cases(19.30%)had multiple nodules detected(17 cases had 2 nodules and 5 cases had 3 nodules). Among them,12 cases(10.53%)presented as grossly visible multinodular lesions,while 10 cases(8.77%)appeared as solitary nodules macroscopically but demonstrated multinodular patterns on immunohistochemical staining. CYP11B2 staining showed that among the 22 patients with multiple nodules,13 had multiple CYP11B2-positive nodules,while the remaining had only one positive nodule. Among the 22 patients with multiple nodules,preoperative CT showed single nodules in 19 cases,hyperplasia in 1 case,and multiple nodules in 2 cases(9.09%). Among the 12 patients with grossly visible multinodular lesions,preoperative CT showed single nodules in 9 cases,hyperplasia in 1 case,and multiple nodules in 2 cases(16.67%).Conclusions:Multiple adrenal nodules associated with unilateral primary aldosteronism are relatively common,and are often not detected by preoperative CT examination. Partial adrenalectomy based solely on CT-visible nodules may fail to achieve complete remission of primary aldosteronism. This study provides evidence supporting total adrenalectomy as the preferred surgical approach for unilateral primary aldosteronism.
5.Complete transcatheter versus surgical aortic valve replacement for aortic valve stenosis with coronary artery disease: A propensity score matching study
Zhihua WANG ; Zeyuan ZHAO ; Junlong HU ; Yaojue SONG ; Chenyi CUI ; Jiahui LI ; Jianchao LI ; Zhaoyun CHENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(12):1708-1715
Objective To compare and analyze the early- to mid-term outcomes of transcatheter aortic valve replacement (TAVR) combined with percutaneous coronary intervention (PCI) versus surgical aortic valve replacement (SAVR) combined with coronary artery bypass grafting (CABG) for the treatment of significant aortic stenosis (AS) and coronary artery disease (CAD). Methods The data of patients with significant AS and CAD who underwent surgical treatment at Central China Fuwai Hospital of Zhengzhou University from January 2018 to July 2023 were collected. These patients were divided into a TAVR+PCI group and a SAVR+CABG group according to the operation method. Propensity score matching (PSM) was used to select patients with close clinical baseline characteristics, and the early- to mid-term outcomes of the two groups were compared. Results A total of 272 patients were enrolled, including 208 males and 64 females, with a mean age of (64.16±8.24) years. There were 47 patients in the TAVR+PCI group and 225 patients in the SAVR+CABG group. After 1 : 1 PSM, 32 pairs were selected. There was no statistical difference in baseline data between the two groups (P>0.05). Compared with the SAVR+CABG group, the TAVR+PCI group had significantly shorter operative time, mechanical ventilation time, ICU stay, postoperative hospital stay, and less intraoperative bleeding, and significantly lower postoperative transfusion and complete revascularization rates (P<0.05). The differences in the rates of postoperative in-hospital death, myocardial infarction, stroke, or other complications between the two groups were not statistically significant (P>0.05), and the differences in the rates of moderate-to-severe perivalvular leakage, death, or readmission in the mid-term follow-up were not statistically significant (P>0.05). Conclusion In patients with significant AS and CAD, the early- and mid-term rates of death and complications are similar between those treated with TAVR+PCI and SAVR+CABG, and TAVR+PCI is a safe alternative to SAVR+CABG.
6.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.
7.Characteristics of adrenal lesions in unilateral primary aldosteronism: a prospective study
Wei ZHANG ; Yi YANG ; Junlong LI ; Jiayu LI ; Yao ZHANG ; Youlin KUANG ; Weiyang HE ; Linqiang MA ; Ying SONG ; Jinbo HU ; Shumin YANG ; Qifu LI
Chinese Journal of Urology 2025;46(7):537-543
Objective:To explore the clinical characteristics of adrenal lesions in unilateral primary aldosteronism.Methods:This is a prospective study. Consecutive patients diagnosed with unilateral primary aldosteronism at the First Affiliated Hospital of Chongqing Medical University from December 2023 to November 2024 were included. Inclusion criteria:① Age is 18 to 80 years old;② The laboratory test indicators are in line with the diagnosis of primary aldosteronism;③ The auxiliary examination proved that only one side was involved;④ Patient undergo unilateral total adrenalectomy. The exclusion criteria are as follows:① Complete biochemical remission was not achieved during the 1-6 month follow-up after the surgery;② Postoperative loss to follow-up;③ No surgical specimens were received or the surgical specimens were incomplete,making continuous sectioning impossible. Patients meeting the inclusion criteria were recruited,and their clinical and biochemical data were recorded. The number of adrenal nodules visible on CT scans and the number of macroscopically visible nodules in the postoperative adrenal gross specimens were documented. Hematoxylin-eosin(HE)staining and aldosterone synthase CYP11B2 immunohistochemical staining were performed on the adrenal tissues after the operation. The number of nodules visible under the light microscope and the number of CYP11B2-positive nodules were recorded.Results:A total of 114 cases were included in this study. The age of the patients was(49.86 ± 9.80)years,the body mass index was(25.49 ± 3.40)kg/m2,the preoperative aldosterone level was 352(2012,556)pg/ml,and the direct renin concentration was 1.63(0.50,4.56)μIU/ml. The aldosterone/renin ratio was 224.9(57.1,641.6)(aldosterone concentration unit was pg/ml,renin concentration unit was μIU/ml),the minimum blood potassium concentration was 2.87(2.50,3.40)mmol/L,and the systolic blood pressure was(144.5 ± 19.5)mmHg. Among the 114 patients,105 had adrenal nodules detected by preoperative CT,of whom 2(1.75%)had multiple nodules. Postoperative gross adrenal specimen evaluation and CYP11B2 immunohistochemical staining revealed that 90 out of 114 cases were solitary nodules,2 cases had no nodules,and 22 cases(19.30%)had multiple nodules detected(17 cases had 2 nodules and 5 cases had 3 nodules). Among them,12 cases(10.53%)presented as grossly visible multinodular lesions,while 10 cases(8.77%)appeared as solitary nodules macroscopically but demonstrated multinodular patterns on immunohistochemical staining. CYP11B2 staining showed that among the 22 patients with multiple nodules,13 had multiple CYP11B2-positive nodules,while the remaining had only one positive nodule. Among the 22 patients with multiple nodules,preoperative CT showed single nodules in 19 cases,hyperplasia in 1 case,and multiple nodules in 2 cases(9.09%). Among the 12 patients with grossly visible multinodular lesions,preoperative CT showed single nodules in 9 cases,hyperplasia in 1 case,and multiple nodules in 2 cases(16.67%).Conclusions:Multiple adrenal nodules associated with unilateral primary aldosteronism are relatively common,and are often not detected by preoperative CT examination. Partial adrenalectomy based solely on CT-visible nodules may fail to achieve complete remission of primary aldosteronism. This study provides evidence supporting total adrenalectomy as the preferred surgical approach for unilateral primary aldosteronism.
8.Pathological types and clinical features of unilateral primary aldosteronism
Jiayu LI ; Yi YANG ; Linqiang MA ; Junlong LI ; Wenwen HE ; Ying SONG ; Jinbo HU ; Shumin YANG ; Qifu LI ; Qianna ZHEN
Chinese Journal of Endocrinology and Metabolism 2024;40(2):139-144
Objective:To investigate the distribution of pathological types of unilateral primary aldosteronism, and to explore the clinical characteristics and prognosis of patients with different pathological types.Methods:A total of 241 patients with unilateral primary aldosteronism who underwent adrenal surgery were included in this study. The clinical data and postoperative follow-up data were collected, and the postoperative tissue sections were stained with HE and aldosterone synthase. According to the staining results, pathological types of 241 patients were classified, and the clinical characteristics and surgical prognosis of patients with unilateral primary aldosteronism were compared.Results:According to the international histopathology consensus for unilateral primary aldosteronism, among 241 patients with unilateral primary aldosteronism, 223 were classical(92.5%), 17 were non-classical(7.1%), and 1 was aldosterone producing carcinoma(0.4%). Among classical cases, 189 were aldosterone producing adenoma and 34 were aldosterone producing nodule. In the non-classical cases, 8 cases were multiple aldosterone producing nodule and 9 cases were multiple aldosterone producing nodule. Compared with the classical group, the non-classical group had a longer duration of hypertension(9.0 vs 5.0 years, P=0.062) and a lower baseline plasma aldosterone concentration(273 vs 305 pg/mL, P=0.147), but the difference was not significant. There was no significant difference between the two groups in the proportion of patients who achieved a complete biochemical response after surgery(98% vs 92.3%, P=0.281), but the proportion of patients who achieved a complete clinical response was significantly lower in the non-classical group(23.1% vs 52.9%, P=0.046). Conclusion:The pathological types of unilateral primary aldosteronism are predominantly classical, with aldosterone-producing adenoma being the most common. There were no significant differences in the clinical characteristics and postoperative biochemical remission rates between classical and non-classical patients, but the clinical prognosis of the latter was inferior to the former.
9.Safety and Efficacy of Concomitant Mitral Valvuloplasty and Implantation of Domestic Third-generation Magnetically Levitated Left Ventricular Assist Device
Zhihua WANG ; Xiaoxia DUAN ; Zeyuan ZHAO ; Junlong HU ; Zhigao CHEN ; Jianchao LI ; Baocai WANG ; Zhaoyun CHENG
Chinese Circulation Journal 2024;39(3):242-248
Objectives:To investigate the safety and efficacy of concomitant mitral valvuloplasty(MVP)and implantation of domestic third-generation magnetically levitated Corheart 6 left ventricular assist device(LVAD). Methods:Clinical data of 13 end-stage heart failure patients who underwent Corheart 6 LVAD implantation and MVP at Central China Fuwai Hospital of Zhengzhou University from October 2021 to March 2023 were retrospectively analyzed.Mortality and complication events during hospitalization and at follow-up were collected,and changes in myocardial injury biomarkers,renal function,hemodynamics,and echocardiographic indices were observed. Results:There were no perioperative deaths and no MVP-related complications in these patients.During a mean follow-up of(14.2±5.6)months,2 patients died due to COVID-19 pneumonia and cardiac arrest respectively,11 cases(84.6%)survived.There were no recurrences of moderate-to-severe mitral regurgitation in the survived patients.Compared with preoperative value,higher cardiac output,lower central venous pressure,pulmonary artery systolic pressure(PASP),and mean pulmonary artery pressure(PAMP)were evidenced at 24 h and 72 h postoperatively,estimated glomerular filtration rate was also reduced at 1 week post operation(all P<0.010).High-sensitive troponin T level was significantly increased at 1 week post operation and then reduced at 1 month post operation,but still not returned to pre-operative level([125.5±281.9]pg/ml at baseline,[1 295.6±654.6]pg/ml at 1 week post operation and[278.0±300.5]pg/ml at 1 month post operation).Echocardiography showed that compared with preoperative period,the left ventricular ejection fraction tended to be higher at 1 and 6 months postoperatively(both P>0.017),whereas left ventricular end-diastolic dimension,PASP,and PAMP were significantly reduced(all P<0.010). Conclusions:Domestic third-generation magnetically levitated Corheart 6 LVAD implantation with concomitant MVP is safe and feasible,there is no recurrence of moderate-to-severe mitral regurgitation,a significant reduction in pulmonary artery pressure,and significant hemodynamic improvement in early to mid-term postoperatively are observed in survived patients.
10.Meta-analysis of effectiveness evaluation of preventive measures for acute kidney injury in children
Junlong HU ; Huiwen LI ; Yueying ZHOU ; Jing XU ; Xiaozhong LI ; Yanhong LI
Chinese Journal of Pediatrics 2024;62(9):832-840
Objective:To comprehensively evaluate the effectiveness of preventive measures for acute kidney injury (AKI) in children and identify the effective strategies.Methods:Databases were systematically searched including CNKI, Wanfang, VIP, China Biology Medicine National Knowledge Infrastructure, PubMed, Embase, Cochrane Library databases, and the reference lists of relevant papers for randomized controlled trials on preventing pediatric AKI up to December 2023. Literature screening was conducted based on the inclusion and exclusion criteria, followed by data extraction and quality assessment of included studies. Traditional and network meta-analyses were performed, along with trial sequential analysis (TSA).Results:A total of 21 studies involving 3 483 children were included. Traditional and network meta-analysis showed that dexmedetomidine was effective in preventing AKI in children undergoing cardiac surgery or cardiac angiography ( OR=0.26, 0.27; 95% CI 0.11-0.64, 0.13-0.58). Remote ischemic preconditioning (RIPC) was effective in preventing AKI in children after cardiac surgery ( OR=0.43, 0.44; 95% CI 0.24-0.79, 0.23-0.83). Traditional and network meta-analysis specific to children with sepsis or septic shock showed that balanced solution was effective in preventing pediatric AKI ( OR=0.58, 0.52; 95% CI 0.42-0.79, 0.37-0.73). TSA indicated that the total sample sizes of dexmedetomidine (348 cases) and RIPC (666 cases) both reached the required information size (320 and 534 cases); additionally, the Z-curve for balanced solution (cumulative Z=3.38) crossed the TSA monitoring boundary ( Z=3.29). Conclusion:Dexmedetomidine reduces the risk of AKI in children undergoing cardiac surgery or cardiac angiography, RIPC decreases the risk of AKI in children after cardiac surgery, and balanced solution lowers the risk of AKI in children with sepsis or septic shock.

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