1.Construction and validation of a prognostic prediction model for pediatric sepsis based on the Phoenix sepsis score.
Yongtian LUO ; Hui SUN ; Zhigui JIANG ; Zhen YANG ; Chengxi LU ; Lufei RAO ; Tingting PAN ; Yuxin RAO ; Xiao LI ; Honglan YANG
Chinese Critical Care Medicine 2025;37(9):856-860
OBJECTIVE:
To construct and validate a prognostic prediction model for children with sepsis using the Phoenix sepsis score (PSS).
METHODS:
A retrospective case series study was conducted to collect clinical data of children with sepsis admitted to the pediatric intensive care unit (PICU) of the Affiliated Hospital of Guizhou Medical University from January 2022 to April 2024. The data included general information, the worst values of laboratory indicators within the first 24 hours of PICU admission, PSS score, pediatric critical illness score (PCIS), and the survival status of the children within 30 days of admission. The statistically significant indicators in univariate Logistic regression analysis were included in multivariate Logistic regression analysis to screen the risk factors affecting the prognosis of children with sepsis and construct a nomogram model. The receiver operator characteristic curve (ROC curve) was drawn to evaluate the predictive performance of the model. The Bootstrap method was used to perform 1 000 repeated sampling internal verification and draw the calibration curve of the model.
RESULTS:
A total of 199 children with sepsis were included, of which 32 died and 167 survived 30 days after admission. In the univariate Logistic regression analysis, shock, white blood cell count (WBC), international normalized ratio (INR), lactic acid (Lac), PSS score, and PCIS score were identified as statistically significant predictors. These variables were then included in the multivariate Logistic regression analysis, which demonstrated that shock [odds ratio (OR) = 4.258, 95% confidence interval (95%CI) was 1.049-17.288], WBC (OR = 1.124, 95%CI was 1.052-1.210), and PSS score (OR = 1.977, 95%CI was 1.298-3.012) were independent risk factors for mortality in pediatric patients with sepsis (all P < 0.05). A nomogram model was constructed based on these three risk factors, with the model equation as follows: -4.809+1.449×shock+0.682×PSS score+0.117×WBC. The calibration curve results showed that the model's predictions were highly consistent with the actual observations. The ROC curve showed that when the Youden index of the prediction model was 0.792, the sensitivity and specificity were 90.6% and 88.6%, respectively, and the area under the curve (AUC) was 0.957 (95%CI was 0.930-0.984), which was higher than the AUC of shock, WBC, and PSS score alone (0.808, 0.667, 0.908, respectively).
CONCLUSIONS
Shock, WBC, and PSS score have demonstrated certain predictive value for mortality in children with sepsis. The nomogram model based on the above indicators has important clinical significance for evaluating the prognosis and guiding treatment of children with sepsis.
Humans
;
Sepsis/diagnosis*
;
Prognosis
;
Retrospective Studies
;
Logistic Models
;
Intensive Care Units, Pediatric
;
Nomograms
;
Child
;
ROC Curve
;
Risk Factors
;
Male
;
Female
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Child, Preschool
;
Infant
2.A survival prediction model for kidney graft based on the kidney donor profile index, time-zero biopsy and donor’s age
Chengxi JIANG ; Shunliang YANG ; Xia GAO ; Liqian WU ; Jiashu LIU ; Dong WANG
Organ Transplantation 2025;16(1):122-130
Objective To construct a predictive model for the survival of transplant kidneys after kidney transplantation. Methods The clinical data of 366 kidney transplant recipients and donors were retrospectively analyzed, and the recipients were divided into low-risk group (n=101), medium-risk group (n=189), and high-risk group (n=76) based on the kidney donor profile index (KDPI). Each group was further divided into Remuzzi score ≤3 group and Remuzzi score >3 group based on time-zero biopsy Remuzzi scores. Kaplan-Meier method was used to analyze the survival of transplant kidneys. Univariate and multivariate Cox regression analyses were performed to identify risk factors affecting long-term survival after kidney transplantation. A predictive model for transplant kidney survival was established and a nomogram was drawn. The predictive performance of the model was evaluated using the receiver operating characteristic (ROC) curve and the area under the curve (AUC). Results The median KDPI was 65%, and the median Remuzzi score was 3. The 5-year survival rate of transplant kidneys was 83.5%. Kaplan-Meier survival curves showed that in the KDPI medium-risk and KDPI high-risk groups, the subgroup with lower Remuzzi score had a higher survival rates of transplant kidneys than the subgroup with higher Remuzzi score. Univariate and multivariate Cox regression analyses showed that KDPI, Remuzzi score, and donor’s age were independent risk factors for transplant kidney loss (all P<0.05). The ROC curve showed that the AUC of the nomogram prediction model established based on independent risk factors for the 1, 3 and 5-year survival rates of transplant kidneys were 0.91, 0.93 and 0.94 for the training set, and 0.89, 0.85 and 0.88 for the validation set. Calibration curves shows good consistency between the training and validation sets of the model. Conclusions The nomogram predictive model based on KDPI, time-zero biopsy Remuzzi score and donor’s age has good predictive value for transplant kidney survival.
3.Application of one-way membrane decompression in the treatment of irreversible pulpitis:A case report
Miaomiao HE ; Ruyan WANG ; Chengxi LI ; Weidong WANG ; Yang ZHOU ; Ruixi YANG ; Weijian SONG ; Shijun LU
STOMATOLOGY 2025;45(11):865-868
Recent advances in vital pulp therapy(VPT)research,coupled with the widespread use of biomaterials,have led to an in-crease in the application of VPT.The indications for VPT are continually expanding,particularly for fully developed permanent teeth.Currently,one-way membrane decompression is being investigated as a possible treatment to preserve vital pulp in cases of irreversible pulpitis.This technology involves creating an access point in the pulp cavity and using the one-way membrane to prevent microorganisms from invading the pulp tissue.Additionally,it helps alleviate the high pressure in the pulp cavity caused by inflammation,thereby en-hancing blood circulation within the pulp.This improvement is crucial for establishing a foundation for future vital pulp preservation treatments.A case of irreversible pulpitis caused by caries was reported,in which the dental pulp was preserved using the one-way membrane decompression.The results of a ten-month clinical follow-up indicate a positive outcome.
4.RNA-seq-based screening of autophagy-related genes during lung infection by highly antibiotic-resistant and highly virulent Staphylococcus aureus
Jinhong Zha ; Qi Kuang ; Chengxi Wu ; Xiaoyu Zhu ; Duo Su ; Lili Zhang ; Meng Lyu ; Lingfei Hu ; Dongsheng Zhou ; Wenhui Yang
Acta Universitatis Medicinalis Anhui 2025;60(9):1689-1696
Objective :
To identify autophagy-related genes involved in pulmonary infection caused by the highly drug-resistant and virulent methicillin-resistant Staphylococcus aureus strain USA300 ( USA300) ,and to explore the underlying molecular mechanisms , thereby providing potential targets for immunotherapy.
Methods:
The GSE220943 dataset of a USA300-induced pulmonary infection mouse model was obtained from the GEO database. Differentially expressed genes ( DEGs ) were identified using the DESeq2 package. Autophagy-related genes ( ARGs) were retrieved from the MSigDB and Autophagy databases.Weighted gene co-expression network analysis ( WGCNA) was performed to construct gene co-expression modules.Genes overlapping among DEGs,ARGs,and WGCNA modules were identified as autophagy-related DEGs.Gene Ontology ( GO) enrichment analysis was con- ducted using the clusterProfiler R package,while Kyoto Encyclopedia of Genes and Genomes ( KEGG) pathway en- richment analysis was performed via the Metascape platform.Immune cell infiltration was analyzed using the Immu- CellAI-mouse website.A protein - protein interaction ( PPI) network was constructed using the STRING database, and hub genes were identified through topological analysis in Cytoscape. Receiver operating characteristic curve ( ROC) curves were plotted via the website https: / /www.bioinformatics.com.cn. Finally,key gene expression was validated in mouse lung tissues by real-time quantitative reverse transcription PCR ( RT-qPCR) .
Results:
A total of 6 135,4 075,3 680,and 2 342 differentially expressed genes ( DEGs) were identified at 12,24,48,and 96 hours post-infection,respectively.By integrating DEGs,autophagy-related genes ( ARGs) ,and WGCNA mod- ules,19 autophagy-related DEGs were identified. GO and KEGG enrichment analyses indicated that these genes were mainly involved in CD4 + T cell activation and regulation,innate immune responses,and autophagosome mem- brane formation.Immune infiltration analysis revealed that innate immune cells such as neutrophils and dendritic cells predominated during the early phase of infection,while γδ T cells and M2 macrophages became more promi- nent in the later stages.PPI network analysis identified 12 hub autophagy-related genes,among which three upreg- ulated key genes ( Eif2ak2,Ikbke,and Nfkbiz) were further confirmed.The area under the ROC curve for all three genes was 1. 000.RT-qPCR validation demonstrated significantly elevated expression of these three genes in lung tissues at 24 hours post-infection ( all P<0. 05) .
Conclusion
Eif2ak2,Ikbke,and Nfkbiz may be involved in the pulmonary infection caused by USA300 by promoting autophagy and hold promise as potential targets for immuno- therapy.
5.A study of the effectiveness of an ICU transitional care program in improving relocation stress and caregiving skills of parents of critically ill children
Hanlin YANG ; Jianlin JI ; Chengxi ZENG ; Ouyao CHEN ; Qunfeng LU
Chinese Journal of Nursing 2025;60(16):1966-1973
Objective Constructing a transitional care program for critically ill children in the ICU and exploring the effects of its application on the relocation stress and caregiving abilities of parents of children to improve their caregiving experience.Methods Convenience sampling method was used to select 150 children and their families transferred from PICU to the general ward of a tertiary pediatric hospital in Shanghai from January to September 2023 as research subjects.Subjects enrolled from June to September 2023 were selected as an experimental group,and were applied with the ICU transitional care program for critically ill children.Those enrolled from January to April 2023 were selected as a control group,and received routine ICU transitional care.Family Relocation Stress Scale and Family Caregiver Task Inventory were used to evaluate children's families at 24h before,24h after,and 72h after children's transition from ICU.The incidence of unplanned readmission to ICU within 48h and adverse events were compared between 2 groups of children.Results Eventually 74 pairs in the experimental group and 75 pairs in the control group completed the study.The Family Caregiver Task Inventory scores in the experimental group were lower than that in the control group(P=0.046).Generalized estimation equation showed that,there were significant differences on the intervention effect,the time effect,and the interaction effect of the Family Relocation Stress Scale scores in 2 groups(P<0.05).Conclusion The ICU transitional care program for critically ill children constructed in this study can effectively improve the level of migration stress and caregiving ability of parents of critically ill children,and optimize the quality of transitional care for critically ill children.
6.Application of one-way membrane decompression in the treatment of irreversible pulpitis:A case report
Miaomiao HE ; Ruyan WANG ; Chengxi LI ; Weidong WANG ; Yang ZHOU ; Ruixi YANG ; Weijian SONG ; Shijun LU
STOMATOLOGY 2025;45(11):865-868
Recent advances in vital pulp therapy(VPT)research,coupled with the widespread use of biomaterials,have led to an in-crease in the application of VPT.The indications for VPT are continually expanding,particularly for fully developed permanent teeth.Currently,one-way membrane decompression is being investigated as a possible treatment to preserve vital pulp in cases of irreversible pulpitis.This technology involves creating an access point in the pulp cavity and using the one-way membrane to prevent microorganisms from invading the pulp tissue.Additionally,it helps alleviate the high pressure in the pulp cavity caused by inflammation,thereby en-hancing blood circulation within the pulp.This improvement is crucial for establishing a foundation for future vital pulp preservation treatments.A case of irreversible pulpitis caused by caries was reported,in which the dental pulp was preserved using the one-way membrane decompression.The results of a ten-month clinical follow-up indicate a positive outcome.
7.A study of the effectiveness of an ICU transitional care program in improving relocation stress and caregiving skills of parents of critically ill children
Hanlin YANG ; Jianlin JI ; Chengxi ZENG ; Ouyao CHEN ; Qunfeng LU
Chinese Journal of Nursing 2025;60(16):1966-1973
Objective Constructing a transitional care program for critically ill children in the ICU and exploring the effects of its application on the relocation stress and caregiving abilities of parents of children to improve their caregiving experience.Methods Convenience sampling method was used to select 150 children and their families transferred from PICU to the general ward of a tertiary pediatric hospital in Shanghai from January to September 2023 as research subjects.Subjects enrolled from June to September 2023 were selected as an experimental group,and were applied with the ICU transitional care program for critically ill children.Those enrolled from January to April 2023 were selected as a control group,and received routine ICU transitional care.Family Relocation Stress Scale and Family Caregiver Task Inventory were used to evaluate children's families at 24h before,24h after,and 72h after children's transition from ICU.The incidence of unplanned readmission to ICU within 48h and adverse events were compared between 2 groups of children.Results Eventually 74 pairs in the experimental group and 75 pairs in the control group completed the study.The Family Caregiver Task Inventory scores in the experimental group were lower than that in the control group(P=0.046).Generalized estimation equation showed that,there were significant differences on the intervention effect,the time effect,and the interaction effect of the Family Relocation Stress Scale scores in 2 groups(P<0.05).Conclusion The ICU transitional care program for critically ill children constructed in this study can effectively improve the level of migration stress and caregiving ability of parents of critically ill children,and optimize the quality of transitional care for critically ill children.
8.Prevalence of Echinococcus infections in small rodents in Yushu City, Qinghai Province in 2023
Gengcheng HE ; Shusheng WU ; Xianglan QIN ; Jilong MA ; Tingjun YU ; Chengxi SONG ; Xiaojin MO ; Xiao MA ; Jianfeng BA ; Guirong ZHENG ; Bin JIANG ; Tian TIAN ; Shijie YANG ; Ting ZHANG ; Xiaonong ZHOU
Chinese Journal of Schistosomiasis Control 2024;36(2):169-173
Objective To investigate the prevalence of Echinococcus infections in small rodents around human residential areas in Yushu City, Qinghai Province in 2023, so as to provide insights into precision echinococcosis control. Methods One or two quadrats, each measuring 50 m × 50 m, were randomly assigned in Shanglaxiu Township and Longbao Township, Yushu City, Qinghai Province on June 2023, respectively, and 300 plate-type mouse traps, each measuring 12.0 cm × 6.5 cm, were assigned in each quadrat. Small rodents were captured during the period between 10 : 00 and 18 : 00 each day for 4 days. Then, all captured small rodents were identified and dissected, and liver specimens with suspected Echinococcus infections were subjected to pathological examinations. The Echinococcus cytochrome c oxidase 1 (cox1) gene was amplified using PCR assay, and the sequence of the amplified product was aligned to that was recorded in the GenBank to characterize the parasite species. In addition, a phylogenetic tree of Echinococcus was generated based on the cox1 gene sequence using the neighbor-joining method. Results A total of 236 small rodents were captured in Shanglaxiu and Longbao townships, Yushu City, including 65 Qinghai voles and 51 plateau pikas in Shanglaxiu Township, and 62 Qinghai voles and 58 plateau pikas in Longbao Township, and there was no significant difference in the constituent ratio of small rodents between the two townships (χ2 = 0.294, P > 0.05). Seven plateau pikas and 12 Qinghai voles were suspected to be infected with Echinococcus by dissection, and pathological examinations showed unclear structure of hepatic lobules and disordered hepatocyte arrangement in livers of small rodents suspected of Echinococcus infections. PCR assay identified E. shiquicus DNA in 7 Qinghai voles, which were all captured from Shanglaxiu Township. Phylogenetic analysis showed that the cox1 gene sequence of Echinococcus in small rodents was highly homologous to the E. shiquicus cox1 gene sequence reported previously. Conclusion Plateau pika and Qinghai vole were predominant small rodents around human residential areas in Yushu City, Qinghai Province in 2023, and E. shiquicus infection was detected in Qinghai voles.
9.Clinical characteristics of COVID-19 in kidney transplant recipients and analysis the risk factors for severe/critical infections
Xia GAO ; Chengxi JIANG ; Changyan ZHU ; Na XU ; Dong WANG ; Shunliang YANG
Chinese Journal of Organ Transplantation 2023;44(10):612-619
Objective:To explore the clinical characteristics and outcomes of SARS-CoV-2 infection in kidney transplant recipients(KTRs)and examine the risk factors for severe/critical infection.Methods:A retrospective analysis was conducted for 208 adult KTRs diagnosed with SARS-CoV-2 infection between December 15, 2022, and March 15, 2023.They were assigned into two groups of mild/ordinary(n=168)and severe/critical(n=40)according to the severity of SARS-CoV-2 infection.Two groups were compared with regards to general profiles, status of baseline vaccination against COVID-19, transplant history, immunosuppressive regimens, comorbidities and treatment outcomes.For continuous variables, t or Mann-Whitney U test was utilized for comparing the inter-group differences.For categorical variables, chi-square or Fisher's exact test was employed.Bonferroni correction was applied for multiple comparisons when p value was ≤0.05.Logistic regression analysis of univariates and multivariates was conducted for identifying the risk factors for severe/critical infections.Results:The rates of hospitalization, severe illness, ICU admission, mechanical ventilation and mortality among 208 KTRs with COVID-19 were 27.4%(57/208), 19.2%(40/208), 3.4%(7/208), 5.3%(11/208)and 1.9%(4/208)respectively.Among 57 COVID-19 infected individuals, 43.9%(25/57)experienced bone marrow suppression with an incidence of anemia 36.8%(21/57)and thrombocytopenia 22.8%(13/57). The lowest counts of whole blood lymphocyte, CD4 + T lymphocyte and CD8 + T lymphocyte were 390.0(245.0, 615.0), 138.0(78.0, 293.5)and 180.0(94.7, 575.2)cells/μL respectively.The incidence of bacterial, cytomegaloviral, Pneumocystis jirovecii and other fungal infections after COVID-19 infection was 17.8%(37/208), 3.8%(8/208), 2.9%(6/208)and 2.9%(6/208)respectively.The severe/critical group had a higher incidence of other pathogen infections as compared to mild/ordinary group, including bacterial infections[62.5%(25/40)vs 7.1%(12/168), 95% CI: 47.5%~63.3%, P<0.001], cytomegaloviral infections[15.0%(6/40)vs 1.2%(2/168), 95% CI: 8.1%~19.5%, P=0.001], P.jirovecii infections[15%(6/40)vs 0(0/168), 95% CI: 9.4%~20.6%, P<0.001]and other fungal infections of Candida, Cryptococcus, Malassezia and Aspergillus fumigatus[15.0%(6/40)vs 0(0/168), 95% CI: 9.4%~20.6%, P<0.001]. The incidence of acute kidney injury(AKI)after COVID-19 infection was 13.5%(28/208)and severe/critical group had a higher incidence of AKI than mild/ordinary group[52.5%(21/40)vs 4.2%(7/168), 95% CI: 40.3% to 56.3%, P<0.001]. Univariate analysis showed that age( P=0.003), male gender( P=0.002), smoking history( P=0.012), coronary heart disease( P=0.011), diabetes mellitus( P=0.002), chronic renal insufficiency( P=0.001)and pulmonary disease history( P=0.001)were significantly different between severe/critical and mild/ordinary groups.Multivariate regression analysis revealed that comorbid chronic kidney disease( OR=3.34, 95% CI: 1.46-7.64, P=0.004)and a history of lung disease( OR=3.42, 95% CI: 1.49-7.87, P=0.004)were independent risk factors for severe/critical illness.Baseline vaccination rate against COVID-19 was 17.8%(37/208). Completion of baseline vaccination was associated with a lower risk of severe/critical COVID-19 infection( OR=0.28, 95% CI: 0.08-0.98, P=0.047). Conclusions:KTRs with severe/critical COVID-19 infections are more prone to multiple pathogen co-infections and the incidence of kidney function impairment after infection has remained relatively high.Histories of pulmonary and chronic kidney diseases are independent risk factors for severe/critical infections.Completion of baseline vaccination provides protection against severe/critical infections.
10.Analysis on prevention and control of some infectious diseases in the elderly aged 60 years and above in China and countermeasure recommendation
Ying CHENG ; Juan LI ; Zhibin PENG ; Muli ZHANG ; Ying QIN ; Xiaokun YANG ; Zhili LI ; Hongting ZHAO ; Chengxi SUN ; Jixiang MA ; Xin GAO ; Zhijie AN ; Dapeng YIN ; Zhongjie LI
Chinese Journal of Epidemiology 2021;42(1):28-32
As the progress of population aging in China, the proportion of elderly population is increasing. Both chronic diseases and infectious diseases can threaten the health of the elderly. There are many kinds of infectious diseases, including vaccine preventable infectious diseases affecting the health of adults, such as influenza, pneumococcal diseases and herpes zoster. In addition, the newly emerged COVID-19 has caused a pandemic in the world, resulting the highest proportion of deaths occurred in the elderly and posing a serious threat to the health of the elderly. This paper mainly summarizes the prevention and control of vaccine preventable diseases and COVID-19 to which the elderly are susceptible, analyzes the infectious disease problems affecting the health of elderly population, and recommends countermeasures for the prevention and control of these diseases in elderly population.


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