1.Construction and validation of a prediction model for sepsis-associated delirium prognosis
Xiaoqi BAI ; Qiong GU ; Jun XU ; Huijie YU
Chinese Journal of Emergency Medicine 2024;33(5):651-657
Objective:The study aimed to analyze the risk variables influencing the prognosis of patients with sepsis-associated delirium (SAD) in the Intensive Care Unit (ICU) and build a prediction nomogram.Methods:This was a retrospective cohort study that includes patients with SAD in the Medical Information Mart for Intensive CareⅢ database (MIMIC-Ⅲ) database as training cohort, and patients who were hospitalized in the First Hospital of Jiaxing from January 2021 to September 2022 as validation cohort. Inclusion criteria: (1) age≥18 years old; (2) being admitted to the ICU for the first time; (3) the length of ICU stay≥24 h; (4) consistent with the diagnosis of sepsis; (5) the diagnosis of delirium was identified by CAM-ICU questionnaire. The general information, vital signs, past medical history and laboratory examination results of the patients were collected, and the outcome was 28-day mortality. Multiple logistic regression was used to identify independent influencing factors and the nomogram was constructed. The validity of the prediction model was determined using multiple indicators, including calibration curve, the area under the receiver operating characteristic curve (AUC), decision curve analysis (DCA), and Hosmer-Lemeshow test.Results:A total of 250 patients were included in the training cohort and 154 patients were in the validation cohort. The multiple logistic regression demonstrated that age ( OR=1.057, 95% CI: 1.030-1.084, P<0.001), respiratory frequency ( OR=1.117, 95% CI: 1.037-1.202, P=0.003), lactic acid ( OR=1.137, 95% CI:1.011-1.279, P=0,032), hemoglobin ( OR=0.983, 95% CI: 0.970-0.997, P=0.020), SOFA score ( OR=1.184, 95% CI: 1.070-1.309, P=0.001) were independent risk factors associated with the 28-day mortality of patients with SAD. The AUC of the nomogram created by the five factors above was 0.773 (95% CI: 0.705-0.841), and the Hosmer-Lemeshow test showed that the model was a good fit ( P=0.875). The DCA curve indicates that the model has potential net benefit. The AUC was 0.864 (95% CI: 0.799-0.928) in the validation cohort, and the Hosmer-Lemeshow test showed that the model was a good fit ( P=0.488). The DCA curve indicates that the model of the validation cohort had potential net benefit. Conclusion:The prediction model based on age, respiratory frequency, lactate, hemoglobin, and SOFA scores shows valuable capability of predicting the prognosis of patients with SAD, which could help clinicians identify risk factors at first time and make earlier intervention.
2.The application value of CT in evaluation of abdominal aortic calcification in patients with chronic kidney disease
Guangyu LI ; Yuxia LIANG ; Wen GU ; Huijie YUAN ; Ming ZHANG ; Shaohui MA
Journal of Practical Radiology 2023;39(12):1953-1956
Objective To explore the utility of CT for the evaluation of abdominal aortic calcification(AAC)in chronic kidney disease(CKD).Methods Laboratory examination indexes and abdominal plain CT imaging of 132 CKD stage 3-5 patients were analyzed retrospectively.The ACC score was evaluated according to quantitative method,the risk factors related to AAC were analyzed.Results In correlation analyses,AAC score was positively correlated with creatinine(Cr)level,CO2 combining power(P<0.05),and negatively corrected with albumin(ALB).Logistic regression analysis showed that Cr level were risk factors for AAC,and ALB were protective factors.Conclusion Based on abdominal plain CT images,Cr level,CO2 combining power and ALB level are related to AAC.Quantitative method based on CT has a high application value in evaluating AAC.
3.Risk factors for postoperative pulmonary complications in elderly patients undergoing hip surgery
Huijie ZHU ; Han BO ; Wenwen WANG ; Xiaoping GU ; Zhengliang MA
Chinese Journal of Anesthesiology 2022;42(6):671-674
Objective:To identify the risk factors for postoperative pulmonary complications (PPCs) in elderly patients undergoing hip surgery.Methods:The medical records of elderly patients, aged ≥ 65 yr, of American Society of Anesthesiologists (ASA) physical statusⅠ-Ⅳ, who underwent hip surgery from June 2013 to May 2019, were retrospectively collected.The patients′ sex, age, body weight, preoperative comorbidities, history of smoking and alcohol, results of the last laboratory test before surgery; mode of anesthesia, intraoperative medication, body temperature monitoring, fluid intake and output, operation time, anesthesia time; postoperative PPCs and postoperative nausea and vomiting, requirement for rescue analgesia, length of hospital stay, and perioperative blood transfusion were all collected.According to the occurrence of PPCs, patients were divided into PPCs group and non-PPCs group.Multivariable logistic regression was used to determine the risk factors for PPCs.Results:A total of 1 204 patients were finally enrolled in this study, 75 patients developed PPCs, and the incidence was 6.22%.The results of multivariate logistic regression showed that ASA physical status Ⅲ or Ⅳ, preoperative respiratory disease, postoperative transfer to intensive care unit, and perioperative blood transfusion were risk factors for PPCs, and general anesthesia combined with nerve block was a protective factor for PPCs in elderly patients undergoing hip surgery ( P<0.05). Conclusions:ASA physical status Ⅲ or Ⅳ, preoperative respiratory disease, postoperative transfer to intensive care unit, and perioperative blood transfusion are risk factors for PPCs, and general anesthesia combined with nerve block is a protective factor for PPCs in elderly patients undergoing hip surgery.
4.Modified eProtocol-insulin for critically ill patients and application software
Qiong GU ; Lihui ZHANG ; Weifeng YING ; Weizhong CAO ; Huijie YU
Chinese Critical Care Medicine 2021;33(12):1508-1510
Dysglycemia is independently associated with the mortality of critically ill patients. Therefore, the management of blood glucose plays an important role in comprehensive therapy. It is suggested that the same target value of blood glucose (7.8-10.0 mmol/L) should not be set for all critically ill patients. Instead, it should be individually set based on the causes of the patient's admission and the status of blood glucose before admission. For this reason, there is an urgent need for a convenient protocol and method to regulate the dosage of insulin. The first hospital of Jiaxing, collaborating with information engineers, developed a modified eProtocol-insulin for domestic population with mathematical modeling and developed an Application Software (APP), which is convenient for clinical use. This is the first eProtocol-insulin and smart device APP for critically ill patients in China.
5.Risk factors for nausea and vomiting after total hip arthroplasty in elderly patients
Huijie ZHU ; Han BO ; Yue LIU ; Wenwen WANG ; Yu′e SUN ; Wei ZHANG ; Biyun XU ; Xiaoping GU ; Zhengliang MA
Chinese Journal of Anesthesiology 2020;40(5):552-556
This study was a single-center large-sample case-control study.Data of 1 106 elderly patients who underwent unilateral total hip arthroplasty from June 2013 to May 2019 were collected, including items such as patient′s baseline characteristics, comorbidities, perioperative medication, intraoperative blood pressure, and postoperative outcomes.Patients were divided into postoperative nausea and vomiting(PONV)group and non-PONV group according to whether nausea and vomiting occurred within 24 h after operation.Logistic regression analysis was used to determine the risk factors for PONV.The incidence of PONV was 11.03%.Female, intraoperative use of dezocine, and intraoperative hypotension(duration>3 min or cumulative time>6 min)are independent risk factors for PONV, while femoral neck fractures and intraoperative use of dexamethasone are protective factors.
6. Prediction model for survival in patients with biliary tract cancer: a development and validation study
Lei HAN ; Ping CUI ; Mingshuang TANG ; Min ZHANG ; Huijie CUI ; Ziqian ZENG ; Siyu CHEN ; Shanshan LIU ; Bin SONG ; Dongqing GU ; Xin WANG ; Ben ZHANG
Chinese Journal of Epidemiology 2019;40(11):1461-1469
Objective:
The aim of the present study was to investigate the survival rate and its prognostic factors for patients with biliary tract cancer, and then a prognostic risk prediction model was constructed to predict the survival probability of patients.
Methods:
A total of 14 005 patients with biliary tract cancer (including gallbladder cancer, extrahepatic bile duct cancer, and ampulla of Vater cancer), who were diagnosed between 2010 and 2015 in the US National Cancer Institute Surveillance, Epidemiology, and End Results Program (SEER) were included in the development cohort. The prognostic risk factors of biliary tract cancer were investigated using multivariate Cox regression models. The predictive nomograms were then constructed to predict the overall survival probability of 1, 3, and 5 years, and the predictive discrimination and calibration ability of the nomograms were further evaluated. Meanwhile, 11 953 patients who were diagnosed during 2004 to 2009 from SEER Program were then selected to validate the external predictive accuracy of the prediction models.
Results:
The 1, 3 and 5-year cumulative survival rates of patients with biliary tract cancer were 41.9
7.Simultaneous determination of protocatechuic acid, salidroside, and chlorogenic acid in sargentodoxa cuneata by HPLC
Yuting HOU ; Weijun GU ; Bei XIANG ; Huijie PAN ; Yan SONG ; Daming DENG ; Ruxian DING
International Journal of Traditional Chinese Medicine 2017;39(6):535-538
Objective To establish a method for the determination of protocatechuic acid, salidroside, and chlorogenic acid in Sargentodoxa cuneata. Methods The separation was performed on a Waters XSELECT CSH C18 (150 mm × 4.6 mm, 5 μm) with methanol-acetonitrile-0.2 % phosphoric acid as the mobile phase in a gradient elution at a flow rate of 0.8 ml/min. The detection wavelength was 260 nm and the column temperature was 35 ℃. Results The linear ranges of protocatechuic acid, salidroside, and chlorogenic acid were 0.0020-0.0120, 0.0600-0.3602, 0.0750-4.5006 mg/ml, respectively. The average recoveries were 98.01% (RSD=0.07%), 98.53 % (RSD=0.12%), and 101.10 % (RSD=1.92%), respectively. Conclusions The method is simple, accurate, and highly reproducible, which could provide the scientific evidence for the quality control of Sargentodoxa cuneata.
8.Effects of SP600125 at various concentrations on proliferation and osteogenesis of human adipose-derived stem cells in vitro
Lin WANG ; Huijie GU ; Xiao CHEN ; Yun ZHANG ; Liehu CAO ; Weizong WENG ; Panpan PAN ; Fang JI ; Lei CUI ; Jiacan SU
Chinese Journal of Orthopaedic Trauma 2017;19(2):157-163
Objective To elucidate the effects of SP600125 at different concentrations on the proliferation and osteo-differentiation of human adipose-derived stem cells (hASCs).Methods The hASCs harvested were cocuhured with SP600125 at concentrations of 0 μmol/L,1 μmol/L,5 μmol/L and 10 μmol/L in growth medium (OM group) and in osteogenesis medium (OM group),respectively.The DNA quantitative assay was carried out to evaluate proliferation of the hASCs;flow cytometry was used to determine the effect of SP600125 on the cell cycles of hASCs;Alkaline phosphatase level (ALP) and calcium deposition tests were conducted to observe the effects of SP600125 at different concentrations on osteogenic differentiation of the hASCs.Results The proliferation of hASCs was inhibited by 42.1% when the cells were cocultured with SP600125 at the concentration of 10 μmol/L;the suppression decreased with decreased concentration of SP600125.The hASCs of phase G0/G1 in GM cocultured with SP600125 at the concentration of 10 μmol/L were more than those in GM cocultured with dimethylsulfoxide at the same concentration.ALP test revealed that after 10 days of culture in vitro the staining was more and more weakened and scattered and the ALP activity was more and more decreased with the increased concentration of SP600125.The extracellular calcium deposition of hASCs after 14 days of culture in vitro showed that the size and number of calcium nodules decreased with the increased concentration of SP600125.Conclusion SP600125 can suppress the proliferation and osteogenic differentiation of hASCs in vitro.
9.Antibacterial Effect of Platelets on Staphylococcus Epidermidis
Zhenzhen LI ; Jinmei XU ; Shunli GU ; Huijie ZHANG ; Xingbin HU ; Wen YIN
Journal of Modern Laboratory Medicine 2016;31(5):42-45,49
Objective To explore the antibacterial effect and mechanisms of platelets (PLT)on Staphylococcus epidermidis (SE).Methods Built infectious model of SE in vitro,whose final concentration was 105 CFU/ml in the reaction.Separately cocultured these models with PLT (the final concentration 400 × 109/L)-plasma (positive control)and BHI medium 12 hours later,and detected the antibacterial effect of PLT by making a liquid thinner and spreading counting method,and draw-ing antibacterial curve.Meanwhile,observed the bacterial structure by transmission electron microscope (TEM),and initially explored the antibacterial mechanism of PLT.Results The study showed the antibacterial effect of PLT on SE was very ob-vious,which appeared later than the plasma (M)group,but enduring.The images of TEM showed an electronlight region appeared in the centre of bacterium,contained condensed DNA molecules and leaded to slower fission.Conclusion PLT can damage the DNA structure of SE,and then affect the fission of SE,finally inhibit the proliferation of SE.
10.miR-485-3p regulates radiosensitivity of gastric cancer cells by targeting TLR1/NF-κB signaling pathway
Mingjun LI ; Guangyin WU ; Huijie FAN ; Hao GU ; Ruitai FAN ; Yonggang SHI ; Mingzhi ZHANG
Chinese Journal of Radiation Oncology 2016;25(8):879-884
Objective To investigate whether miR?485?3p plays a role in regulation of radiosensitivity of gastric cancer cells by targeting TLR1. Methods Quantitative real?time PCR and Western blot were used to determine the expression of miR?485?3p and TLR1, respectively. The interaction between miR?485?3p and TLR1 was verified by target prediction software ( DIANA, TargetScan, and miRanda) and dual luciferase reporter assay. Gastric cancer MGC803 cells transfected with miR?485?3p mimic or TLR1 siRNA were exposed to irradiation. Apoptosis assay, colony formation assay, and MTT assay were used to evaluate the changes in radiosensitivity of gastric cancer cells. Dual luciferase reporter assay was used to determine the effects of miR?485?3p overexpression and TLR1 silencing on the activity of NF?κB. Western blot was used to study the effects of miR?485?3p overexpression and TLR1 silencing on NF?κB target genes. Results In gastric cancer cells exposed to radiation, the expression of miR?485?3p was downregulated and the expression of TLR1 was upregulated. TLR1 was predicted to be the target of miR?485?3p by target prediction software. Dual luciferase reporter assay further confirmed TLR1 as the direct target of miR?485?3p. miR?485?3p negatively regulated the expression of TLR1. The overexpression of miR?485?3p, as well as TLR1 silencing, increased the apoptosis rate of cells, reduced colony formation and cell proliferation, and enhanced the radiosensitivity of the cells. Both miR?485?3p overexpression and TLR1 silencing reduced the activity of NF?κB and downregulated the expression of multiple NF?κB target genes. Conclusions miR?485?3p enhances the radiosensitivity of gastric cancer cells probably by targeting TLR1 and regulating the NF?κB signaling pathway.

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