1.Logistic regression analysis on length of stay of critically fll patients in a tertiary hospital emergencydepartment
Shuihong CHEN ; Jin WANG ; Duo PAN ; Haofei YANG ; Jingfen JIN
Chinese Journal of Emergency Medicine 2012;21(2):184-188
Objective To explore factors associated with emergency room(ER)length of stay and provide basis for the emergency managers about the development of relevant measures.Methods Data of critically ill patients from the emergency room in a tertiary teaching hospital from January 2010 to June 2011 were retrospectively studied.Binary Logistic regression analysis was used to determine possible factors and further compare the clinical characteristics of the patients.Results(1)From January 2010 to June 2011 a total of 11 468 patients were seen in the emergency department,the median ER length of stay was 11 h,a number of 6 525 patients(56.9%)stayed in ER more than 6 h.(2)Binary Logistic regression analysis showed that the main factors contributing to length of stay more than 6 hours were types of wards,green channel,treatment time,followed by admitted to ICU,traffic,sent by 120,the number of initial diagnosis,destinations of disposition,sex,holiday visit,visit month.While age,occupation,residence were not factors.Conclusions The patients in this hospital has a prolonged length of stay.The associated factors included types of wards,green channel,treatment time deserves a further study.
2.The effects of edaravone on postoperative delirium in aged patients following total hip-replacement surgery region
Li JIN ; Haofei CHEN ; Renqi LI ; Zhifang WU ; Weiyan LI
Journal of Medical Postgraduates 2015;(2):175-177
Objective To evaluate the effects of edaravone on postoperative delirium in aged patients following total hip -re-placement surgery . Methods Two hundred and forty-six patients undergoing unilateral hip replacement surgery were randomly divided into edaravone group and control group .Patients in the edaravone group were intravenous injected with edaravone 30 mg before anesthesia induction, whereas patients in the control group received the same volume of saline solution .On preoperative day 1 and postoperative day 1, confusion assessment was applied to evaluate the consciousness of patients .The length of hospital stay , incidence of myocardial infarc-tion, stroke, pulmonary embolism, pneumonia and transfusion volume were also recorded .Also, the levels of plasma malondialdehyde ( MDA) superoxide dismutase ( SOD) , neuron-specific enolase ( NSE) and S100βprotein ( S100β) were measured on the preoperative and postoperative day 1. Results There was no difference in the length of hospital stay , the incidence of perioperative acute pulmonary embolism, myocardial infarction and stroke (P>0.05).POD was significantly lower in the edaravone group than the control group (P<0.05).Plasma levels of MDA, SOD, NSE and S100βwere comparable between the two groups (P>0.05).On the postoperative day 1, plasma levels of MDA and NSE were significantly lower in the edaravone group than the control group (P<0.05). Conclusion Edar-avone can reduce the incidence of POD in aged patients following total hip-replacement surgery .
3.P2X7R in periaqueductal gray matter participates in nociception modulation of chronic neuropathic pain
Zhuqiang CHENG ; Jie ZHANG ; Haofei CHEN ; Hongmei ZHU ; Hongbin JIA ; Hongjun LIU ; Xiaoming LIU ; Yi JIN
The Journal of Clinical Anesthesiology 2016;32(3):284-287
Objective To observe the distribution and possible mechanism of P2X7R in periaq-ueductal gray matter (PAG)in a rat model with chronic neuropathic pain in vivo.Methods The in-trathecal catheterization and sciatic nerve injury (SNI)were performed.All animals were randomly assigned into 3 groups with 26 rats in each,which was group Sham,control group (group C)and brilliant blue G (BBG)group (group BBG),respectively.Normal saline or BBG 10 μl were intrathe-cally injected after SNI and repeated for seven days.Paw-withdrawal mechanical thresholds (PWT) were measured on day 0,day 7,day 14,and day 21 after SNI.The rats were sacrificed and PAG tis-sues were collected on day 14 and day 21,separately.The distributions of P2X7R were observed by immunofluorescence.The protein contents of P2X7R and GFAP were assessed by Western blot assays.Results The P2X7R was expressed in PAG in rats.The PWTs of the control group showed a significant decrease during the 21-day period compared with the sham group.The P2X7R signals were predominantly expressed in astrocytes in PAG after SNI.Both P2X7R and GFAP expression remark-ably increased.Administration of BBG increased the PWTs,and inhibited the P2X7R and GFAP ex-pressions compared with those atthe same point of time of the control group.Conclusion These results indicated that P2X7R in PAG might participate in nociception modulation in the midbrain in chronic neuropathic pain.
4. Relationship between hemoglobin and renal tubular atrophy/interstitial fibrosis in patients with IgA nephropathy
Xiaojie CHEN ; Haofei HU ; Qijun WAN
Chinese Journal of Nephrology 2020;36(2):106-114
Objective:
To clarify the relationship between the hemoglobin level and renal tubular atrophy/interstitial fibrosis (T) in the Oxford stage of renal pathology in IgA nephropathy (IgAN) patients.
Methods:
Patients diagnosed with IgAN by renal biopsy from January 1st 2010 to December 31st 2015 in Shenzhen Second People's Hospital with complete laboratory and imaging data were retrospectively analyzed. Patients were divided into anemic group and non-anemic group. The relationship between hemoglobin level and renal tubular atrophy/interstitial fibrosis was determined by logistic regression analysis. The possible curve relationship between hemoglobin and renal tubular atrophy/interstitial fibrosis was analyzed by smooth curve fitting analysis. The diagnostic value of hemoglobin for renal tubular atrophy/interstitial fibrosis was analyzed by the receiver operating curve (ROC).
Results:
A total of 630 patients with IgAN were included in this study, 130 patients in the anemia group (20.63%) and 500 patients in the non-anemia group (79.37%). There was no statistically significant difference in age between the two groups, but the difference of the gender was statistically significant (male 35.38% vs 53.80%,
5.Stent selection of endoscopic ultrasound-guided transgastric drainage for pancreatic pseudocysts
Zhengfeng WANG ; Haofei CHEN ; Liang SHENG ; Yingli HE ; Fangzhao WANG ; Lei ZHANG ; Wence ZHOU
Chinese Journal of Digestive Endoscopy 2022;39(8):641-644
Objective:To investigate the drainage efficacy of different types of plastic stents in endoscopic ultrasound (EUS)-guided transgastric drainage for pancreatic pseudocysts.Methods:Clinical data of patients with pancreatic pseudocyst who underwent EUS-guided transgastric drainage in the surgical endoscopic center of the First Hospital of Lanzhou University from March 2014 to December 2020 were retrospectively analyzed. Patients were divided into the 10 F double plastic stents group and the 7 F double plastic stents group. The drainage efficacy, complications and long-term outcomes of the two groups were compared.Results:A total of 29 patients were included, 11 in the 10 F double plastic stents group and 18 others in the 7 F double plastic stents group. The operation time of the two groups was 48.2±8.0 min and 34.7±5.8 min, respectively, showing significant difference ( t=5.24, P<0.001). There was no significant difference in the incidence of postoperative complications such as abdominal pain [18.2% (2/11) VS 5.6% (1/18)], fever [9.1% (1/11) VS 11.1% (2/18)] or bleeding (both none) between the two groups (all P>0.05). Two months after the operation, abdominal CT scan showed that the complete disappearance rates of cysts cavity in the 10 F and 7 F groups were 90.9% (10/11) and 88.9% (16/18), respectively, with no significant difference ( P=1.00). Conclusion:There are similar drainage effect and postoperative complications rates between the 7 F and the 10 F plastic stent in EUS-guided transgastric drainage for pancreatic pseudocysts. However, operation with the 7 F stent is more convenient for a shorter time, which is worth of clinical promotion.
6.Prognostic analysis of macrophage infiltration in patients with pancreatic cancer and preliminary screening of differential genes
Xin LI ; Yu GAN ; Haofei CHEN ; Wence ZHOU
Chinese Journal of Hepatobiliary Surgery 2022;28(9):683-688
Objective:To analyze the correlations between the prognosis of patients with pancreatic cancer and macrophage infiltration, and to find the differential gene correlated with macrophage infiltration in patients with pancreatic cancer through bioinformatics.Methods:A total of 32 patients with pancreatic cancer admitted to the First Hospital of Lanzhou University from June 2015 to December 2018 were selected as the research objects, including 19 males and 13 females, with the age of (61.8±2.8) years. Cancer tissues, adjacent tissues, and related clinical data were collected. F4/80 (macrophage marker) immunohistochemical staining was performed on the samples. The survival time was followed up and its correlation with the above indexes was analyzed. The pancreatic cancer data from The Cancer Genome Atlas (TCGA) database was used for bioinformatics analysis.Results:The survival time of pancreatic cancer patients was negatively correlated with degree of macrophage infiltration in cancer tissues ( r=-0.522, P=0.002), but not with adjacent tissues ( r=0.168, P=0.358). The degree of macrophage infiltration in cancer tissue combined with preoperative serum carbohydrate antigen 19-9 (CA19-9), tumor TNM stage and vascular invasion can predict survival up to 47.4% of the survival time ( R2=0.474). TCGA database bioinformatic analysis showed that in pancreatic cancer there were 95 differentially expressed genes significantly correlated with M2 macrophage infiltration, among which JPH3 (positive correlation) and IL17REL (negative correlation) were the main genes. Conclusion:The degree of macrophage infiltration in cancer tissue can be used as a prognostic factor for patients with pancreatic cancer, and the combination with preoperative serum CA19-9, tumor TNM stage and vascular invasion is more accurate in predicting the prognosis. The related mechanism of M2 macrophage infiltration can be studied around the differential genes such as JPH3 and IL17REL.
7.Correlation between serum C3 and glomerular microthrombosis in patients with lupus nephritis
Yang LIU ; Haofei HU ; Jianyu CHEN ; Zheyi CHANG ; Changchun CAO ; Qijun WAN
Chinese Journal of Nephrology 2020;36(10):750-757
Objective:To investigate the correlation between serum C3 and glomerular microthrombosis in patients with lupus nephritis (LN).Methods:Patients who were diagnosed as LN by renal biopsy hospitalized in Department of Nephrology, the First Affiliated Hospital of Shenzhen University from January 2010 to February 2019 were retrospectively analyzed and they were divided into glomerular microthrombosis group (GMT group) and non-glomerular microthrombosis group (non-GMT group). The demographic data, clinical characteristics, pathology and prognosis of the two groups were compared. Logistic regression and smooth curve fitting of generalized additive mixed model analysis were used to explore the correlation between serum C3 and glomerular microthrombosis. Renal prognosis of the two groups were compared by the Kaplan-Meier survival curve.Results:A total of 116 patients were enrolled, aged (32.79±11.43) years old, in which 108 cases (93.10%) were female. Thirty-seven patients (31.90%) were confirmed to be combined with GMT (GMT group) and 79 cases were not (non-GMT group). Compared with the non-GMT group, patients in the GMT group were relatively older ( t=-2.876, P=0.002), with higher proportion of hypertension ( χ2=7.492, P=0.006), higher urine protein quantitation ( Z=-2.115, P=0.003), lower levels of eGFR and serum complement C3 ( Z=3.469, P<0.001; t=1.744, P<0.001), higher systemic lupus erythematosus disease activity index ( t=-2.758, P=0.007). As to the pathological characteristics, type IV LN patients were the majority (72.97%). Proportion of crescents and pathological activity indicators of the GMT group were higher ( Z=-1.866, P=0.002; t=-5.005, P<0.001), nuclear fragmentation, endothelial hyperplasia and renal tubular atrophy were more serious ( χ2=14.987, P<0.001; χ2=15.695, P<0.001; χ2=4.130, P=0.042). Multivariate logistic regression analysis indicated that serum complement C3 was a relational factor of the formation of GMT in LN patients ( OR=0.966, 95% CI 0.938-0.995, P=0.023). Smooth curve fitting of generalized additive mixed model analysis indicated that level of complement C3 had a linear relationship with the changing trend of GMT. The Kaplan-Meier curve showed that there were statistical differences between the two groups in terms of complete remission of urine protein (Log-rank χ2=5.858, P=0.016) and doubled serum creatinine/end-stage renal disease (Log-rank χ2=3.945, P=0.047). Conclusions:Serum C3 is closely related to the formation of GMT in LN patients, and statistical differences were demonstrated in the renal prognosis of GMT group and non-GMT group.
8.Association between hemoglobin levels and renal progression in patients with IgA nephropathy
Xiaojie CHEN ; Ricong XU ; Haofei HU ; Haiying SONG ; Qijun WAN
Chinese Journal of Nephrology 2021;37(9):730-738
Objective:To investigate the relationship between hemoglobin levels and renal prognosis in patients with IgA nephropathy (IgAN).Methods:The clinical data and pathological examination results of IgAN patients diagnosed by renal biopsy at the Second People's Hospital of Shenzhen from February 25, 2010 to September 9, 2020 were retrospectively collected and analyzed. The patients were divided into anemic group and non-anemic group according to the anemia diagnostic criteria (The hemoglobin levels were<120 g/L and<110 g/L in males and females respectively at sea level area). Endpoint event was defined as a decrease in estimated glomerular filtration rate (eGFR) of>50% from baseline and/or progression to stage 5 chronic kidney disease [eGFR<15 ml·min -1·(1.73 m 2) -1]. Cox regression analysis was used to analyze the factors affecting the poor renal prognosis. The relationship between hemoglobin and renal function prognosis was analyzed by smoothing curve fitting and threshold effect. Kaplan-Meier survival curve was used to compare and analyze the difference of renal survival rate between the anemic and non-anemic IgAN patients. Results:A total of 1 263 IgAN patients were included in this study, 255(20.19%) patients were in the anemia group and 1 008 (79.81%) patients were in the non-anemia group. The anemia group had lower body mass index, baseline eGFR, serum albumin, and triglyceride than those in the non-anemia group (all P<0.05). The proportion of females, 24 h urinary protein content, and the proportion of renal tubule atrophy/interstitial fibrosis, segmental sclerosis and crescents in the anemia group were higher than those in the non-anemia group (all P<0.05). Multivariate Cox regression analysis showed that low hemoglobin was an independent influencing factor for renal endpoint event ( HR=0.25, 95% CI 0.07-0.90, P=0.022). Smoothing curve fitting analysis and threshold effect analysis showed that a curving relationship was detected between hemoglobin and relative risk of renal endpoint event. As hemoglobin increased, there was a protective effect on renal function when hemoglobin level was lower than 147 g/L ( β=0.96, 95% CI 0.94-0.99, P=0.008). Kaplan-Meier survival curve analysis suggested that patients with anemia had a lower cumulative renal survival rate than that of patients without anemia (Log-rank test χ2=10.106, P=0.002). Conclusions:Low hemoglobin is an independent influencing factor for poor prognosis of renal function in IgAN patients. Cumulative renal survival rate is lower in IgAN patients with anemia than that of patients without anemia.
9.Correlation between hemoglobin and progression of renal function in patients with proliferative lupus nephritis
Yang LIU ; Haofei HU ; Jianyu CHEN ; Tao CAO ; Qijun WAN
Chinese Journal of Nephrology 2021;37(11):889-895
Objective:To explore the correlation between hemoglobin (Hb) and progression of renal function in patients with proliferative lupus nephritis (PLN).Methods:Data of biopsy-proven PLN patients from January 2010 to February 2019 in Department of Nephrology, the First Affiliated Hospital of Shenzhen University were retrospectively analyzed. The patients were divided into stable renal function group and renal function progression group according to changes of renal function including serum creatinine doubling/end-stage renal disease (ESRD) and the demographic, clinical, and pathological characteristics were compared between the two groups. Cox regression and smooth curve fitting of generalized additive model analysis were used to explore the correlation between Hb and progression of renal function.Results:A total of 87 patients were included in this study. The age was (34.97±11.95) years old and 79 cases (90.80%) were females. During follow-up of 19.0(6.5, 43.5) months, renal function of 15 patients (17.24%) progressed. Compared with stable renal function group, Hb level of patients in renal function progression group were lower ( t=3.887, P<0.001), and serum creatinine ( Z=-2.466, P=0.003) and uric acid ( t=-2.154, P=0.034) were higher. As to the pathological characteristics, the proportion of class lupus nephritis-IV, renal tubular atrophy and interstitial fibrosis in renal function progression group were higher than those in stable renal function group, but there was no statistical difference between the two groups (all P>0.05). Multivariate Cox regression analysis indicated that high Hb was an independent protective factor of renal function progression in PLN patients ( HR=0.893, 95% CI 0.836-0.954, P=0.001). The risk of progression to serum creatinine doubling/ESRD would decrease by 10.7% when Hb increased by 1 unit (g/L). Smooth curve fitting of generalized additive model analysis showed that Hb was linearly correlated with the risk of renal function progression ( P=0.100). Receiver operating characteristic curve indicated that the risk of doubling serum creatinine/ESRD in PLN patients would be relatively low when Hb level was above 77 g/L (area under the curve 0.788, best threshold 77 g/L, sensitivity 0.600, specificity 0.903). Conclusions:Hb is closely related to progression of renal function in patients with PLN. More attention and management of Hb levels in patients with PLN can play an important role in improving renal prognosis.
10.Establishment of a diagnostic model for glomerular micro thrombosis in patients with lupus nephritis based on machine learning
Haofei HU ; Ricong XU ; Yang LIU ; Jianyu CHEN ; Zheyi CHANG ; Qijun WAN
Chinese Journal of Rheumatology 2022;26(11):721-729,C11-1
Objective:To establish a diagnostic model for glomerular micro thrombosis (GMT) in lupus nephritis through clinical indicators.Methods:A continuous collection of patients diagnosed with lupus nephritis (LN) by renal biopsy in the Department of Nephrology, Shenzhen Second People's Hospital, from January 2010 to March 2021. All patients were admitted and discharged through the inclusion and exclusion criteria. Demographic data, clinical characteristics, biochemical indicators, and immune indicators were collected. A GMT diagnosis model was established from the most important variables among the abovementioned variables through machine learning and Logistic stepwise regression analysis. The model was presented through a nomogram. The receiver operating characteristic curve (ROC), the clinical decision curve and the calibration curve were used to evaluate the model discrimination, clinical use and accuracy, respectively. The internal verification of the model was carried out by repeated sampling 500 times by the Bootstrap method.Results:There were a total of 129 patients with lupus nephritis including the study, including 117 females (90.7%); the average age was (34±11) years. There were 39 patients with GMT (30.2%). Using machine learning to screen out the top 10 important variables from 47 candidate variables, then through logistic stepwise regression analysis, five variables were further screened to establish the diagnostic model of GMT, namely hemoglobin [ OR(95% CI)=0.966(0.943, 0.990), P=0.005], serum C3 [ OR(95% CI)=0.133(0.022, 0.819), P=0.030], systolic blood pressure [ OR(95% CI)=1.027(1.005, 1.049), P=0.017], lymphocyte count [ OR(95% CI)=0.462(0.213, 0.999), P=0.049], and TT [ OR(95% CI)=1.260(0.993, 1.597), P=0.057]. Draw up the equation of the GMT diagnosis model of lupus nephritis and establish a nomogram to present the model. The area under curve (AUC) of the diagnostic model was 0.823, 95% CI(0.753, 0.893), indicating that the model had a reasonable degree of discrimin-ation. The Hosmer-Lemeshow test showed a perfect fit between the predicted GMT risk and the observed GMT risk ( χ2= 14.62, P=0.067). The clinical decision curve and clinical impact curve reflect that the model had a good clinical application value, especially when the threshold probability is between 0.4 and 0.6, the application value is more significant. In addition, after 500 repeated samplings by the Bootstrap method, the average AUC was 0.825, 95% CI(0.753, 0.893), which is basically the same as the AUC obtained by the original model. Conclusion:We established a diagnostic model of GMT inLN based on clinical indicators through machine learning and logistic stepwise regression analysis. It is used for early diagnosis of the risk of GMT before the renal biopsy.