1.Construction and external validation of a risk prediction model for unplanned interruption during continuous renal replacement therapy
Hongyan XU ; Qi REN ; Lihong ZHU ; Juan LIN ; Shangzhong CHEN ; Caibao HU ; Yanfei SHEN ; Guolong CAI
Chinese Critical Care Medicine 2024;36(5):520-526
Objective:To identify the independent factors of unplanned interruption during continuous renal replacement therapy (CRRT) and construct a risk prediction model, and to verify the clinical application effectiveness of the model.Methods:A retrospective study was conducted on critically ill adult patients who received CRRT treatment in the intensive care unit (ICU) of Zhejiang Hospital from January 2021 to August 2022 for model construction. According to whether unplanned weaning occurred, the patients were divided into two groups. The potential influencing factors of unplanned CRRT weaning in the two groups were compared. The independent influencing factors of unplanned CRRT weaning were screened by binary Logistic regression and a risk prediction model was constructed. The goodness of fit of the model was verified by a Hosmer-Lemeshow test and its predictive validity was evaluated by receiver operator characteristic curve (ROC curve). Then embed the risk prediction model into the hospital's ICU multifunctional electronic medical record system for severe illness, critically ill patients with CRRT admitted to the ICU of Zhejiang Hospital from November 2022 to October 2023 were prospectively analyzed to verify the model's clinical application effect.Results:① Model construction and internal validation: a total of 331 critically ill patients with CRRT were included to be retrospectively analyzed. Among them, there were 238 patients in planned interruption group and 93 patients in unplanned interruption group. Compared with the planned interruption group, the unplanned interruption group was shown as a lower proportion of males (80.6% vs. 91.6%) and a higher proportion of chronic diseases (60.2% vs. 41.6%), poor blood purification catheter function (31.2% vs. 6.3%), as a higher platelet count (PLT) before CRRT initiation [×10 9/L: 137 (101, 187) vs. 109 (74, 160)], lower level of blood flow rate [mL/min: 120 (120, 150) vs. 150 (140, 180)], higher proportion of using pre-dilution (37.6% vs. 23.5%), higher filtration fraction [23.0% (17.5%, 32.9%) vs. 19.1% (15.7%, 22.6%)], and frequency of blood pump stops [times: 19 (14, 21) vs. 9 (6, 13)], the differences of the above 8 factors between the two groups were statistically significant (all P < 0.05). Binary Logistic regression analysis showed that chronic diseases [odds ratio ( OR) = 3.063, 95% confidence interval (95% CI) was 1.200-7.819], blood purification catheter function ( OR = 4.429, 95% CI was 1.270-15.451), blood flow rate ( OR = 0.928, 95% CI was 0.900-0.957), and frequency of blood pump stops ( OR = 1.339, 95% CI was 1.231-1.457) were the independent factors for the unplanned interruption of CRRT (all P < 0.05). These 4 factors were used to construct a risk prediction model, and ROC curve analysis showed that the area under the curve (AUC) predicted by the model was 0.952 (95% CI was 0.930-0.973, P = 0.003 0), with a sensitivity of 88.2%, a specificity of 89.9%, and a maximum value of 1.781 for the Youden index. ② External validation: prospective inclusion of 110 patients, including 63 planned interruption group and 47 unplanned interruption group. ROC curve analysis showed that the AUC of the risk prediction model was 0.919 (95% CI was 0.870-0.969, P = 0.004 3), with a sensitivity of 91.5%, a specificity of 79.4%, and a maximum value of the Youden index of 1.709. Conclusion:The risk prediction model for unplanned interruption during CRRT has a high predictive efficiency, allowing for rapid and real-time identification of the high risk patients, thus providing references for preventative nursing.
2.The mechanism of Zizyphi Spinosae Semen in relieving benzodiazepine dependence based on the strategy of"enhancing efficacy and reducing toxicity"
Xinbo SHI ; Changle LIU ; Zhongxing SONG ; Zhishu TANG ; Hongbo XU ; Guolong LI ; Chen SUN ; Hongbo LIU ; Jiaxin CHEN
Journal of Xi'an Jiaotong University(Medical Sciences) 2024;45(5):828-836
Objective To investigate the active ingredients of Zizyphi Spinosae Semen(ZSS)in relieving benzodiazepine(BDZ)dependence and its molecular mechanism based on the integrated Traditional Chinese Medicine and chemical drugs idea of"enhancing effect and reducing toxicity"via the approach of network pharmacology and the technique of molecular dynamics simulation.Methods First,literature search was undertaken to find the main components of ZSS.Then,the major effective constituents of ZSS in relieving BDZ dependence and its target of action were explored on the basis of network pharmacology and molecular docking.Finally,the relationship between core components of ZSS and key proteins was further verified through the technique of molecular dynamics simulation.Results After literature search,a total of 24 chemical components in ZSS were found to act on 731 targets.Through establishing the network of"ingredients-targets-pathways",topology analysis was performed to obtain nine core components such as linoleic acid,palmitic acid,oleic acid,tetradecanoic acid,spinosin,oleanolic acid and jujuboside A,as well as five key targets including AR,PTGS2,PPARG,RXRA and CYP19A1.Bioinformation enrichment analysis was made to obtain critical pathways such as calcium signaling pathway,cAMP signaling pathway,IL-17 signaling pathway and TNF signaling pathway.The results of molecular docking revealed that there was a good combination between core components of ZSS and key targets,and it was mainly dominated by hydrogen bonding.Furthermore,the molecular dynamics simulation experiments indicated that the combinations between jujuboside A and RXRA,oleanolic acid and RXRA,spinosin and PPARG were stable,and these three active ingredients played an important role in improving BDZ dependence.Conclusion The active components in ZSS may exert multi-target and multi-pathway intervention effects on BDZ dependence by means of processes such as immunoregulation,anti-anxiety,and anti-insomnia.
3.Novel STING-targeted PET radiotracer for alert and therapeutic evaluation of acute lung injury.
Duo XU ; Fan YANG ; Jiayao CHEN ; Tianxing ZHU ; Fen WANG ; Yitai XIAO ; Zibin LIANG ; Lei BI ; Guolong HUANG ; Zebo JIANG ; Hong SHAN ; Dan LI
Acta Pharmaceutica Sinica B 2023;13(5):2124-2137
Acute lung injury (ALI), as a common clinical emergency, is pulmonary edema and diffuse lung infiltration caused by inflammation. The lack of non-invasive alert strategy, resulting in failure to carry out preventive treatment, means high mortality and poor prognosis. Stimulator of interferon genes (STING) is a key molecular biomarker of innate immunity in response to inflammation, but there is still a lack of STING-targeted strategy. In this study, a novel STING-targeted PET tracer, [18F]FBTA, was labeled with high radiochemical yield (79.7 ± 4.3%) and molar activity (32.5 ± 2.9 GBq/μmol). We confirmed that [18F]FBTA has a strong STING binding affinity (Kd = 26.86 ± 6.79 nmol/L) and can be used for PET imaging in ALI mice to alert early lung inflammation and to assess the efficacy of drug therapy. Our STING-targeted strategy also reveals that [18F]FBTA can trace ALI before reaching the computed tomography (CT) diagnostic criteria, and demonstrates its better specificity and distribution than [18F]fluorodeoxyglucose ([18F]FDG).
4.Relationship of contrast-enhanced echocardiography combined with serum CD137 and IGFBP-6 with endpoint events in patients with CHD
Guolong LEI ; Yingye CHEN ; Zhouzhan LUO ; Cong YUAN ; Mengyao TANG ; Qingling HU ; Qiaofeng WANG ; Chao PENG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2023;25(10):1038-1041
Objective To explore the predictive value of contrast-enhanced echocardiography com-bined with serum levels of CD137 and insulin-like growth factor binding protein 6(IGFBP-6)for cardiovascular adverse events(MACE)in elderly patients with stable coronary heart disease(CHD)after percutaneous coronary intervention(PCI).Methods A total of 108 elderly patients with stable CHD(CHD group)who visited Department of Cardiology of Changsha First Hospital from March 2020 to March 2022 were recruited in this study.They were grouped into a non-MACE group(81 cases)and a MACE group(27 cases)according to whether MACE occurred after PCI.Another 100 healthy individuals who taking physical examination during the same period served as control group.Their serum CD137 and IGFBP-6 levels were detected,and the contrast agent filling speed(β value)and maximum number of microbubbles(A value)were calculated based on the results of contrast-enhanced echocardiography.Their general clinical data were col-lected.ROC curve analysis and multivariate logistic regression analysis were used to analyze the data.Results The serum levels of CD137 and IGFBP-6 were significantly higher,while the β value and A value were obviously lower in the CHD group than the control group(P<0.01).And the serum levels were notably higher,and the β value and A value were remarkably lower in the MACE group than the non-MACE group(P<0.01).The AUC of cardiac ultrasound parameters βvalue and A value combined with serum CD137 and IGFBP-6 to predict MACE after PCI in CHD patients was 0.930,which was significantly higher than the AUC value of every single indicator(P<0.01).β value,A value,CD137 and IGFBP-6 levels were all risk factors for the occurrence of MACE in CHD patients after PCI(P<0.01).Conclusion Contrast-enhanced echocardiography,serum CD137 and IGFBP-6 levels have certain predictive value for MACE in elderly CHD patients after PCI,and combined detection has higher predictive value.
5.Investigation of nurses' attitude towards open visitation policy in intensive care unit and analysis of influence factors
Fang CHEN ; Qi REN ; Caixia LIU ; Juan LIN ; Huijuan ZHANG ; Yuyi ZHOU ; Guolong CAI
Chinese Critical Care Medicine 2020;32(8):998-1002
Objective:To investigate the nurses' attitude towards open visitation policy in intensive care unit (ICU) and its potential influence factors, and further to provide evidence for carrying out this policy in ICU.Methods:A self-designed, anonymous online questionnaire of "attitude of ICU nurses to open visiting system in ICU" was performed in 31 provinces, autonomous regions and municipalities in China from October to December 2019, using convenient sampling method approach. Only nurses working in ICU (including specialized ICU, but excluding the critical ward in general ward) and willing to participate in the survey were included. The survey included 35 items, including the general information of each participant, the attitude towards the implementation of the open visitation system in ICU and its potential influencing factors. Ordinal Logistic regression analysis was used to identify the significant influencing factors.Results:A total of 1 558 questionnaires were sent out and 1 546 effective questionnaires were retrieved, with a response rate of 99.2%. Overall, 32.2% of them agreed with the policy, 41.3% of them disagree with the policy and 26.5% of them were uncertain. The Ordinal Logistic regression analysis showed that the independent influencing factors of ICU nurses' attitude towards open visitation policy including the possibility of increasing healthcare-associated infection [disagree: β = 1.327, 95% confidence interval (95% CI) was 0.242 to 2.413, P = 0.017; uncertain: β = 0.697, 95% CI was 0.244 to 1.151, P = 0.003], the improvement of nurses' job satisfaction (disagree: β = -1.406, 95% CI was -1.750 to -1.062, P = 0.000; uncertain: β = -0.748, 95% CI was -1.030 to -0.466, P = 0.000), the information support for medical staffs from family members (disagree: β = -0.644, 95% CI was -1.048 to -0.240, P = 0.002; uncertain: β = -0.422, 95% CI was -0.721 to -0.124, P = 0.006), the feasibility that the family members can assist the nurses in the basic nursing for patients (uncertain: β = -0.465, 95% CI was -0.729 to -0.202, P = 0.001), reducing the time that a nurse spent on caring for the patients (uncertain: β = 0.349, 95% CI was 0.052 to 0.646, P = 0.021), improving early rehabilitation (disagree: β = -0.593, 95% CI was -1.166 to -0.019, P = 0.043), and getting psychological support for patients from family members (disagree: β = 1.293, 95% CI was 0.426 to 2.159, P = 0.003), family members' satisfaction (disagree: β = -0.981, 95% CI was -1.431 to -0.531, P = 0.000). Conclusion:ICU nurses in China have realized that open visitation policy has positive effect on patients' early rehabilitation, willing to live and satisfaction; meanwhile, this policy may need more improvement in many ways such as healthcare-associated infection control, disinfection and isolation, allocation of human resources and time spent treating and caring for patients.
6.Expert consensus on pulmonary rehabilitation nursing of chronic respiratory diseases
Yucui GONG ; Jieya CHEN ; Pingdong LI ; Guolong ZHANG ; Qiuxuan ZENG ; Jiaying LI
Chinese Journal of Nursing 2020;55(5):709-710
Objective To standardize an expert consensus on pulmonary rehabilitation nursing of chronic respiratory diseases. Methods On the basis of literature review, 5 experts were interviewed and 19 experts were consulted to establish the primary and secondary themes. 10 nursing experts in this field were invited to conduct peer review on the draft consensus to modify and improve the consensus content. Results After expert consultations,14 first-level themes and 40 second-level themes were established. The value of Ca (judgment coefficient),Cs (familiarity coefficient) and Cr (authority coefficient) were 0.895,0.839 and 0.867 ,which indicated the expert consultation have high authority and credibility. The Kendall coefficients of first-round expert consultation were 0.121 and 0.151, and they were 0.205 and 0.149 in the second round (P<0.05).In the first-round expert consultation, the coefficients of variation of the first and second themes were 0.197 and 0.200,and in the second round ,they were 0.202 and 0.237. They were all less than 0.25 , indicating that the expert's judgment results were relatively consistent. Conclusion As this consensus was developed based on 19 clinical nursing professionals from across the country, it is scientific and authoritative. This consensus can not only benefit to clinical nursing practice, but also lay the foundation for the development of guideline, and it still needs further theoretical and empirical research verification.
7. Value of heparin-binding protein in diagnosis of sepsis in adult patients: a Meta-analysis
Min CHEN ; Jiahui YUAN ; Zhouxin YANG ; Guolong CAI
Chinese Critical Care Medicine 2019;31(10):1224-1230
Objective:
To evaluate the application of heparin-binding protein (HBP) in diagnosis of sepsis in adult patients.
Methods:
An extensive search for the Chinese and English literatures from the PubMed, Embase, the Cochrane Library, Wanfang data, CNKI and VIP up to July 2019 was performed. The articles regarding HBP for the diagnosing of sepsis in adult patients were enrolled. Two researchers independently extracted related literature. The quality of the studies was assessed using the Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) tool. Meta-Disc 1.4 and STATA 12.0 were used for Meta-analysis. The pooled sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), and diagnostic odds ratio (DOR) were calculated. Summary receiver operating characteristic (SROC) curves and area under the curve (AUC) were used to evaluate the diagnostic performance of HBP for sepsis. Deek funnel plot was used to detect publication bias.
Results:
A total of 10 studies with 1 884 patients were included in this Meta-analysis. The quality of the literature was relatively moderate. HBP in plasma were detected by enzyme linked immunosorbent assay (ELISA) in all studies. The studies showed substantial heterogeneity, and random effect model was used for Meta-analysis. The pooled sensitivity, specificity, PLR, NLR, and DOR were 0.80 [95% confidence interval (95%
8. The clinical outcomes of percutaneous self-expanding forceful reduction screw system for the treatment of thoracolumbar fracture with severe loss of vertebral height
Biao WANG ; Jian CHEN ; Haiping ZHANG ; Simin HE ; Qinpeng ZHAO ; Lingbo KONG ; Yuhang WANG ; Hailan MENG ; Dingjun HAO
Chinese Journal of Orthopaedics 2019;39(24):1514-1522
Objective:
To explore the safety and effectiveness of a novel percutaneous self-expanding forceful reduction screw system in the treatment of thoracolumbar fracture with severe vertebral height loss.
Methods:
Thirty-eight patients of thoracolumbar fracture with more than 50%vertebral height loss were treated with the novel percutaneous self-expanding forceful reduction screw between March 2014 and June 2015. The screw system is a single plane screw with a reduction angle of 0,3,6,9 degrees. During the operation, the fracture vertebral body was automatically restored during the locking process of the top cap. All the patients were single vertebral fractures. Percutaneous screw fixation and reduction was used in the operation. Two groups of screws were used to fix the two adjacent vertebrae of the injured vertebra and to restore the injured vertebral body, without fusion treatment. The vertebral body index (VBI), height of the anterior margin of fractured vertebra (HAMFV), vertebral body angle (VBA), bisegmental Cobb angle (BCA), visual analog scale (VAS) and Oswestry disability index (ODI) of the patients before and after operation, 6 months after operation, and at the end of the follow-up were compared. The scoring results were compared using a
9.Value of heparin-binding protein in diagnosis of sepsis in adult patients: a Meta-analysis.
Min CHEN ; Jiahui YUAN ; Zhouxin YANG ; Guolong CAI
Chinese Critical Care Medicine 2019;31(10):1224-1230
OBJECTIVE:
To evaluate the application of heparin-binding protein (HBP) in diagnosis of sepsis in adult patients.
METHODS:
An extensive search for the Chinese and English literatures from the PubMed, Embase, the Cochrane Library, Wanfang data, CNKI and VIP up to July 2019 was performed. The articles regarding HBP for the diagnosing of sepsis in adult patients were enrolled. Two researchers independently extracted related literature. The quality of the studies was assessed using the Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) tool. Meta-Disc 1.4 and STATA 12.0 were used for Meta-analysis. The pooled sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), and diagnostic odds ratio (DOR) were calculated. Summary receiver operating characteristic (SROC) curves and area under the curve (AUC) were used to evaluate the diagnostic performance of HBP for sepsis. Deek funnel plot was used to detect publication bias.
RESULTS:
A total of 10 studies with 1 884 patients were included in this Meta-analysis. The quality of the literature was relatively moderate. HBP in plasma were detected by enzyme linked immunosorbent assay (ELISA) in all studies. The studies showed substantial heterogeneity, and random effect model was used for Meta-analysis. The pooled sensitivity, specificity, PLR, NLR, and DOR were 0.80 [95% confidence interval (95%CI) was 0.77-0.83], 0.80 (95%CI was 0.78-0.82), 3.96 (95%CI was 2.45-6.41), 0.28 (95%CI was 0.20-0.39) and 14.63 (95%CI was 6.83-31.30) respectively. The pooled AUC was 0.86 and the Cochran-Q was 0.79. To explore the potential sources of heterogeneity, subgroup analyses were performed based on the severity of the disease, diagnostic criteria and region. However, the results indicated that no methodological covariates affected the diagnostic accuracy of HBP, indicating that there was still unexplained heterogeneity. In addition, the sensitivity analysis by removing individual studies were performed. No outlier study was identified and the results were relatively stable and reliable. Deek funnel plot showed little publication bias.
CONCLUSIONS
There is preferable value of HBP for diagnosis of sepsis in adult patients. However, it needs to be further confirmed by large multicenter studies.
Adult
;
Antimicrobial Cationic Peptides/metabolism*
;
Blood Proteins/metabolism*
;
Humans
;
Sensitivity and Specificity
;
Sepsis/metabolism*
10.Effect of left ventricular global longitudinal strain on prognosis of septic/septic shock patients: a Meta analysis
Jiahui YUAN ; Min CHEN ; Shangzhong CHEN ; Caibao HU ; Guolong CAI ; Jing YAN
Chinese Critical Care Medicine 2018;30(9):842-847
Objective To systematically evaluate the effects of left ventricular global longitudinal strain (GLS) determined by two dimensional speckle tracking imaging technology (2D-STI) and left ventricular ejection fraction (LVEF) on the prognosis of patients with sepsis/septic shock.Methods Databases such as the National Library of Medicine PubMed database, Dutch medical abstracts Embase, Cochrane Library, Netherlands Elsevier, Springer and China biomedical literature database (CBMdisc), China National Knowledge Internet (CNKI), Wanfang database, China science and technology journal full-text database, Vip Chinese biomedical journal database were searched from the establishment of literature database to April 2018 to study GLS, LVEF and their relationships with mortality of septic/septic shock patients. The literatures screening and data collecting were independently conducted by two researchers, and the quality of the included literature was evaluated. The sensitivity and heterogeneity analysis were performed with RevMan 5.3 software, and the combined effects were calculated. Funnel plot was used to evaluate publication bias.Results A total of 6 articles including 5 English articles and 1 Chinese article were enrolled. There were 503 patients, 333 in the survival group and 170 in the death group. The quality of the literature was high, and the Newcastle-Ottawa scale (NOS) score was 8-9. Meta-analysis showed that short-term mortality was associated with higher GLS in patients with sepsis/septic shock [standardized mean difference (SMD) = -0.47, 95% confidence interval (95%CI) = -0.76 to -0.18, Z = 3.16,P = 0.002], and there was no significant difference in LVEF between the survival group and the death group (SMD = 0.18, 95%CI = -0.03-0.39,Z = 1.64, P = 0.10). Sensitivity analysis was carried out for each effect index by removing each document one by one, and the results showed that there was no significant change in the combined effect before and after each document, indicating that the results were stable. The funnel plot showed that the effect points of each literature were roughly in the form of "inverted funnels" with a large symmetric distribution centered on the combined effect, but the number of studies included in this study was too small, so the publication bias could not be completely excluded.Conclusion Compared with LVEF, GLS might be a more sensitive indicator for detecting myocardial dysfunction in patients with sepsis/septic shock and might have important predictive value for short-term mortality.

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