1.Construction and verification of a nomogram of factors influencing the risk of death in patient with sepsis-associated thrombocytopenia
Chao GU ; Han WANG ; Yanxiu LI ; Quan CAO ; Xiangrong ZUO
Chinese Critical Care Medicine 2024;36(2):131-136
Objective:To construct a nomogram prediction model for predicting the risk of death in patients with sepsis-associated thrombocytopenia (SAT) in intensive care unit (ICU) for early indentification and active intervention.Methods:Clinical data of SAT patients admitted to ICU of the First Affiliated Hospital of Nanjing Medical University from December 2019 to August 2021 were retrospectively collected, including demographic data, laboratory indicators, etc. According to the prognosis at 28 days, the patients were divided into the death group and the survival group, and the differences of clinical variables between the two groups were compared. Multivariate Logistic regression analysis was performed to analyze the independent risk factors influencing mortality of patients within 28 days, then a nomogram predictive model was constructed and its performance was verified with internal data. Receiver operator characteristic curve (ROC curve) was used to evaluate the diagnostic effectiveness of the nomogram model, and the clinical applicability of this model was evaluated by clinical decision curve analysis (DCA).Results:A total of 275 patients were included, with 95 deaths at 28 days and a 28-day mortality of 34.5%. Compared with the survival group, acute physiology and chronic health evaluation Ⅱ (APACHEⅡ), sequential organ failure assessment (SOFA), lactic acid (Lac), platelet distribution width (PDW) on day 5 of ICU admission, blood urea nitrogen (BUN), total bilirubin (TBIL), aspartate aminotransferase (AST), C-reactive protein (CRP) of patients in the death group were higher, activated partial thromboplastin time (APTT) and prothrombin time (PT) were longer, platelet count (PLT) on day 3 and day 5 of ICU admission, direct bilirubin (DBIL), fibrinogen (FIB) were lower, the history of chronic lung disease, mixed site infection, lung infection, bloodstream infection, Gram-negative bacterial infection and fungal infection accounted for a higher proportion, the history of diabetes mellitus, urinary tract infection and no pathogenic microorganisms cultured accounted for a lower proportion, and the proportion of the use of vasoactive drugs, mechanical ventilation (MV), continuous renal replacement therapy (CRRT), bleeding events and platelet transfusion were higher. Multivariate Logistic regression analysis showed that APACHEⅡ score at the day of ICU admission [odds ratio ( OR) = 1.417, 95% confidence interval (95% CI) was 1.153-1.743, P = 0.001], chronic lung disease ( OR = 72.271, 95% CI was 4.475-1?167.126, P = 0.003), PLT on day 5 of ICU admission ( OR = 0.954, 95% CI was 0.922-0.987, P = 0.007), vasoactive drug ( OR = 622.943, 95% CI was 10.060-38?575.340, P = 0.002), MV ( OR = 91.818, 95% CI was 3.973-2?121.966, P = 0.005) were independent risk factors of mortality in SAT patients. The above independent risk factors were used to build a nomogram prediction model, and the area under the curve (AUC), sensitivity and specificity were 0.979, 94.7% and 91.7%, respectively, suggesting that the model had good discrimination. The Hosmer-Lemeshow goodness of fit test showed a good calibration with P > 0.05. At the same time, DCA showed that the nomogram model had good clinical applicability. Conclusions:Patients with SAT has a higher risk of death. The nomogram model based on APACHEⅡ score at the day of ICU admission, chronic lung disease, PLT on day 5 of ICU admission, the use of vasoactive drug and MV has good clinical significance for the prediction of 28-day mortality, and the discrimination and calibration are good, however, further verification is needed.
2.Monocyte/lymphocyte ratio as a predictor of 30-day mortality and adverse events in critically ill patients: analysis of the MIMIC-Ⅲ database
Yanxiu LI ; Yun LIU ; Chunlei ZHOU ; Zhongwen ZHANG ; Xiangrong ZUO ; Jinghang LI ; Quan CAO
Chinese Critical Care Medicine 2021;33(5):582-586
Objective:To investigate the correlation of monocyte/lymphocyte ratio (MLR) with the prognosis and adverse event in critically ill patients.Methods:Basic information of patients were extracted from Medical Information Mart for Intensive Care-Ⅲ (MIMIC-Ⅲ), including demographics, blood routine, biochemical indexes, systemic inflammatory response syndrome score (SIRS), sequential organ failure assessment (SOFA) score, and outcome, etc. MLR on the first day of intensive care unit (ICU) admission was calculated. The receiver operating characteristic curve (ROC curve) was applied to evaluate the prognostic value of MLR on the 30-day mortality and its cut-off value. According to the cut-off value, the patients were divided into two groups, and the differences between the groups were compared. Logistic regression model was used to analyze the relationship of MLR with 30-day mortality, continuous renal replacement therapy (CRRT), mechanical ventilation, the length of ICU stay, and total hospitalization time.Results:① A total of 43 174 critically ill patients were included. ROC curve showed that area under ROC curve (AUC) of MLR in predicting 30-day mortality was 0.655 [95% confidence interval (95% CI) was 0.632-0.687]. The cut-off value of MLR calculated according to the maximum Yoden index was 0.5. There were 16 948 patients with MLR ≥ 0.5 (high MLR group) and 26 226 patients with MLR < 0.5 (low MLR group). ② Compared with the low MLR group, the high MLR group had higher age, proportion of male, body mass index (BMI) [age (years old): 66.0 (51.7, 78.4) vs. 57.6 (27.1, 74.6), proportion of male: 57.2% vs. 52.5%, BMI (kg/m 2): 26.5 (22.5, 31.1) vs. 24.7 (14.3, 29.7)]. The high MLR group also had higher incidence of complications (hypertension: 49.2% vs. 44.6%, chronic heart failure: 32.6% vs. 21.7%, diabetes mellitus: 27.0% vs. 23.4%, chronic obstructive pulmonary disease: 21.5% vs. 16.1%, renal insufficiency: 19.3% vs. 13.1%), and higher white blood cell count (WBC), blood glucose, lactate (Lac), serum creatinine (SCr), SIRS score and SOFA score [WBC (×10 9/L): 13.8 (9.6, 19.2) vs. 11.5 (8.4, 15.6), blood glucose (mmol/L): 8.66 (6.88, 11.49) vs. 8.27 (6.55, 10.88), Lac (mmol/L): 2.2 (1.5, 3.7) vs. 2.1 (1.4, 3.3), SCr (μmol/L): 106.1 (70.7, 176.8) vs. 88.4 (70.7, 132.6), SIRS score: 3 (2, 4) vs. 2 (2, 3), SOFA score: 4 (2, 7) vs. 3 (1, 5)]. The 30-day mortality, and the proportion of patients with length of ICU stay > 5 days, total hospitalization time > 14 days, CRRT and mechanical ventilation > 5 days were significantly higher in high MLR group (30-day mortality: 20.0% vs. 8.3%, length of ICU stay > 5 days: 33.2% vs. 20.4%, total hospitalization time > 14 days: 33.7% vs. 16.2%, CRRT: 3.6% vs. 0.7%, mechanical ventilation > 5 days: 18.4% vs. 5.7%), with statistically significant differences (all P < 0.05). ③ After adjusted with the related factors, multivariate Logistic regression analysis showed that elevated MLR was an independent risk factor for increased 30-day mortality [odd ratio ( OR) = 1.54, 95% CI was 1.37-1.72, P < 0.001]. Moreover, the increased MLR was independently associated with the increased risk of usage of CRRT ( OR = 2.77, 95% CI was 2.18-3.51), mechanical ventilation > 5 days ( OR = 2.45, 95% CI was 2.21-2.72), the length of ICU stay > 5 days ( OR = 2.29, 95% CI was 2.10-2.49), and total hospitalization time > 14 days ( OR = 2.28, 95% CI was 2.08-2.49), all P < 0.001. Conclusions:Retrospective analysis of large sample shows that MLR elevation is an independent risk factor for 30-day mortality, usage of CRRT, prolonged mechanical ventilation time, prolonged hospitalization, prolonged length of ICU stay. MLR can be used for risk stratification of severe patients.
3.Predictive factors and interventions for prolonged mechanical ventilation after liver transplantation
Han WANG ; Xiangrong ZUO ; Quan CAO
Journal of Clinical Hepatology 2020;36(7):1658-1662
Despite the great improvements in the techniques and perioperative management of liver transplantation in recent years, there are still several perioperative complications that may lead to the poor prognosis of recipients. Prolonged mechanical ventilation (PMV) is a common complication in the early stage after surgery and may result in a high incidence rate of postoperative complications, prolonged length of stay in the intensive care unit and hospital stay, and an increase in mortality rate. In recent years, many studies have reported PMV after liver transplantation, but no summarization and statistical analysis have been performed and there are still no effective measures to prevent PMV after liver transplantation. This article summarizes the influencing factors and interventions for PMV after liver transplantation, in order to provide valuable information for reducing the duration of mechanical ventilation after liver transplantation and improving the prognosis of liver transplantation recipients.
4. Midterm outcomes of surgical treatment of traumatic severe tricuspid insufficiency
Fuen ZHANG ; Jiyong LI ; Ping BO ; Jianqun ZHANG ; Tong REN ; Xiangrong CAO
Chinese Journal of Surgery 2019;57(2):134-138
Objective:
To investigate the indication and midterm outcomes of surgical treatment of traumatic tricuspid insufficiency.
Methods:
Totally 19 patients with traumatic tricuspid insufficiency who underwent surgical treatment at Department of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University from January 2002 to January 2018 were included in this retrospective study. There were 12 male and 7 female patients, aged (43.1±12.9) years (range: 17-68 years). The main causes of traumatic tricuspid insufficiency included blunt chest trauma following high-speed vehicle accidents (17 patients) and high-fall trauma (2 patients). The preoperative New York Heart Association functional class was class Ⅱ in 5 patients, class Ⅲ in 12 patients, and class Ⅳ in 2 patients. The mechanism of tricuspid insufficiency included anterior chordal rupture in 9 patients, anterior papillary muscle rupture in 3 patients, anterior and posterior chordal or papillary muscle rupture in 4 patients, laceration of leaflet combined with chordal rupture in 2 patients and infection combined with anterior papillary muscle rupture in 1 patient. Anular dilation and enlargement of the right ventricle were observed in all the patients. Paired
5.Early and mid-term outcomes of aortic root enlargement with supraannular prostheses replacement for adult patients with aortic stenosis and small aortic root
Fu'en ZHANG ; Jiyong LI ; Ping BO ; Jianqun ZHANG ; Xiangrong CAO ; Bin YOU ; Wenbin LI ; Baotian CHEN
Chinese Journal of Thoracic and Cardiovascular Surgery 2019;35(5):276-281
Objective To summarize the short and mid-term outcome of adult patient suffered with aortic stenosis and small aortic root treated by aortic root enlargement with supraannular prostheses replacement or supraannular prostheses replace-ment.Methods From January 2005 to January 2017, 223 patients with aortic stenosis and small aortic root who underwent i-solated aortic valve replacement(AVR) were included in this retrospective study cohort.Patients with aortic insufficiency who underwent isolated AVR or those who underwent combined valve replacement were excluded from the study cohort .Aortic root enlargement with supraannular prostheses replacement was performed in 98 patients(ARE), and supraannular prostheses re-placement was performed in the remaining 125 patients as a control group(SP).The mean age and other baseline characteristics were compared between the two group, except that body surface area(BSA) in ARE were higher than that in SP[(1.62 ± 0.04)m2 vs(1.61 ±0.04)m2, P=0.015].Results Operative mortality occurred in 6 patients(2.7%), the cause of death including low cardiac output syndrome(LCOS, 3 patients), multiple organ failure(MOF, 2 patients) and stroke(1 patient). Reoperation for bleeding occurred in 5 patients and acute renal failure in 9 patients, pneumonia in 5 patients.The other nonfa-tal operative complications included wound complication(8 patients), temporary pacing therapy(24 patients), and new onset of acute mitral regurgitation(1 patient).The operative mortality and nonfatal complication were not statistically different be-tween the two groups.Patients in ARE received more bioprotheses and iEOA was higher than those in SP .Transvalvular pres-sure gradients and incidence of patient-prostheses mismatch were lower in ARE.At the 2 years of follow-up, transvalvular pres-sure gradients and left ventricular mass index were statistically lower in ARE compared with SP .The iEOA of ARE was higher than that in SP(1.22 ±0.13 vs 0.87 ±0.13, P<0.01).However, during the mid-term follow up(mean duration of follow-up was 6.31years), the overall survival rate was not statistically different between the two groups.Conclusion The strategy of aortic root enlargement with supraannular prostheses to treat adult patients with aortic stenosis and small aortic root can provide more optimal hemodynamic effect , effectively avoid PPM and was not associated with increased risk of mortality or adverse event when compared with strategy of supraannular prostheses replacement.However, the mid-term survival rate was not statistically different between the two strategies.
6.Prevalence, socio-demographic and clinical correlations of underweight in community-dwelling patients with schizophrenia
Junjun LIU ; Ming CHEN ; Alin SHAO ; Hui CAO ; Bing WU ; Youshan GONG ; Yuqing ZOU ; Xiangrong ZHANG
Chinese Journal of Nervous and Mental Diseases 2018;44(5):277-282
Objective This study examined the prevalence of underweight and its related risk factors of community-dwelling patients with schizophrenia. Methods Five hundred and three community-dwelling patients with schizophrenia and 323 healthy controls were recruited in a cross-sectional study. Body mass index less than 18.5 was defined as underweight. Their demographic and clinical data including anthropometric data, plasma glucose and lipid parameters were collected. The Positive and Negative Syndrome Scale (PANSS) was used to assess patients' psychopathology. Results The prevalence of underweight was 9.9% (50/503) in schizophrenia patients versus 1.5% (5/323) in the control group ( P<0.01). Further logistic regression analysis showed that male ( OR=2.43, 95%CI:1.74~3.39), smoking behavior (OR=1.50, 95%CI: 1.21~1.86), hospitalization times (OR=1.18, 95% CI: 1.06~1.31), PANSS negative score (OR=1.09, 95% CI: 1.04~1.14) were significant predictors for underweight (all P<0.05). Conclusion The prevalence of underweight is higher in Chinese patients with schizophrenia than in the general population. Some demographic and clinical variables are risk factors for underweight in schizophrenia.
7.Effects of acute respiratory distress syndrome induced by endotoxin on the right ventricular function in rats
Shaolei MA ; Yujie WANG ; Xiangrong ZUO ; Jing YAO ; Quan CAO
Chinese Critical Care Medicine 2018;30(3):204-208
Objective To explore the effect of acute respiratory distress syndrome (ARDS) induced by endotoxin on the right ventricular function in rats. Methods Sixty male Sprague-Dawley (SD) rats were randomly divided into normal saline (NS) control group and lipopolysaccharide (LPS) model group with 30 rats in each group. The rat model of ARDS was reproduced by intratracheal instillation of LPS 10 mg/kg after tracheotomy, and the rats in NS control group was intratracheally given the same volume of NS instead of LPS. The survival of rats in each group was observed. Right ventricular function was evaluated by echocardiography at 6 hours and 12 hours after instillation of LPS or NS respectively. Then the rats were sacrificed by bloodletting, and the right heart and lung tissue were harvested. The lung wet/dry weight (W/D) ratio was assessed. The pathological changes in cardiopulmonary tissue in rats were observed with hematoxylin and eosin (HE) strain, and the pathological score of lung injury was calculated. Results There was no animal death in NS control group. In LPS model group, there were 3 rats dead at 6 hours, and 4 dead at 12 hours. The pathological manifestations of lung injury were found at 6 hours after instillation of LPS, and the marked pathological changes of ARDS, such as atelectasis and hyaline membranes were observed at 12 hours. There was no obvious abnormality in the lung tissue of the NS control group. Compared with the NS control group, the 12-hour lung W/D ratio and the lung injury pathological score in the LPS model group were significantly increased (lung W/D ratio:7.69±1.02 vs. 4.14±0.48, lung injury pathological score: 8.26±2.12 vs. 1.32±0.94, both P < 0.01). Echocardiography showed that the right heart function of rats was significantly abnormal with the prolongation of LPS induction time, which showed that pulmonary arterial diameter (PAD) and right ventricular diastolic diameter (RVDd) were increased, maximum blood flow velocity of pulmonary artery (PAVmax), maximum pulmonary artery pressure gradient (PAmaxPG),pulmonary artery acceleration time (PAAT) and tricuspid annular plane systolic excursion (TAPSE) were decreased, with significant differences at 12 hours as compared with those of NS normal group [PAD (mm): 2.84±0.31 vs. 2.11±0.37, RVDd (mm): 4.18±0.71 vs. 3.17±0.40, PAVmax (mm/s): 704.00±145.13 vs. 809.59±120.48, PAmaxPG (mmHg, 1 mmHg = 0.133 kPa): 2.07±0.88 vs. 2.73±0.76, PAAT (ms): 23.80±4.87 vs. 30.01±3.02, TAPSE (mm): 2.48±0.45 vs. 3.56±0.40, all P < 0.01]. Pathological examination showed that the cardiac tissue in the LPS model group showed disorder of myocardial cells and scattered inflammatory cells at 6 hours, and cardiomyocyte degeneration, structural destruction and inflammatory cells were found at 12 hours. Conclusion ARDS induced by instillation of LPS at 12 hours causes right ventricular dysfunction in rats.
8.Prevalence and correlated factors of deficit schizophrenia in community-dwelling patients with schiz-ophrenia
Junjun LIU ; Min CHENG ; Alin SHAO ; Hui CAO ; Xiangrong ZHANG
Chinese Journal of Behavioral Medicine and Brain Science 2018;27(10):915-919
Objective To explore the prevalence,socio-demographic and clinical characteristics of deficit schizophrenia in Chinese community-dwelling patients with schizophrenia. Methods Five hundred and three community-dwelling patients with schizophrenia were recruited in a cross-sectional study in Yuhua-tai District of Nanjing,and deficit schizophrenia was confirmed by Chinese version of the Schedule for the Deficit Syndrome (SDS). Their socio-demographic and clinical characteristics were collected. All patients' psychopathology was assessed by Positive and Negative Syndrome Scale (PANSS). Results The current prevalence of community-dwelling patients with deficit schizophrenia was 0. 67‰. Deficit schizophrenia had significantly higher hospitalizations((2. 4±1. 3)times,(1. 9±0. 9)times),PANSS negative scores((28. 4± 8. 1),(17. 7±6. 3)),PANSS total score((96. 5±17. 3),(87. 3±18. 1)) than non-deficit schizophrenia(all P<0. 05),while non-deficit schizophrenia had higher currently smoking rate,positive scores,marriage per-centage and age of onset( all P<0. 05) . Further multiple logistic regression analysis indicated that male sex, age of onset,smoking and negative PANSS score were independently associated with deficit schizophrenia. Conclusion The study showed that deficit schizophrenia is very common in Chinese psychiatric outpatients. The results partially support deficit schizophrenia as an independent subtype of schizophrenia.
9.Eicosapentaenoic acid enhances sensitivity of glioma cell line U87 to temozolomide via inhibiting MGMT expression
Tianzao HUANG ; Xiangrong CHEN ; Chubin LIU ; Yanlei CAO ; Weipeng HU
Chinese Journal of Neuromedicine 2018;17(9):879-885
Objective To investigate the effect ofeicosapentaenoic acid (EPA) on sensitivity of glioma cell line U87 to temozolomide (TMZ) and its underlying mechanism.Methods (1) U87 cells were routinely cultured in vitro,and 0,25,50,100 and 200 μmol/L EPA was given to these cells for 12,24,and 48 h;MTT assay was used to detect the cell viability.(2) U87 cells were randomly divided into control group,EPA group,TMZ group and EPA+TMZ group (concentrations of EPA and TMZ were 25 and 100 mol/L;EPA pretreatment for 12,24 and 48 h was given;TMZ was given for 24 h);MTT assay was used to evaluate the inhibition ratio of cell proliferation.(3) U87 cells were randomly divided into control group Ⅰ,EPA group Ⅰ,TMZ group Ⅰ and EPA+TMZ group Ⅰ (concentrations of EPA and TMZ were 25 and 100 mol/L;EPA pretreatment for 6 h was given;TMZ was given for 24 h);the apoptotic ratio was examined by fiow eytometry (FCM);Western blotting was used to detect the protein expressions ofcleavedcaspase-3,Bax,O-6-methlguanine-DNAmethyltransferase (MGMT),nuclear factor (NF)-κB signaling pathway related protein p65,and NF-κB inhibitor IKBα;immunofluorescent staining was employed to detect the MGMT and NF-κB p65 expressions;methylated specific PCR (MSP)was used to detect the MGMT gene promoter methylation.Results (1) The 50,100 and 200 μmol/L EPA caused concentration-dependent and time-dependent proliferation inhibition of U87 cells.(2) The inhibition ratio of cell proliferation in EPA+TMZ group was significantly higher as compared with that in the TMZ group (P<0.05).(3) As compared with that in the TMZ group Ⅰ (34.58%±4.35%),the apoptotic ratio of U87 cells in the EPA+TMZ group Ⅰ was significantly increased (53.28%±5.05%,P<0.05);Western blotting showed that as compared with those in TMZ group Ⅰ,the protein expressions of activated caspase-3,Bax and IKBα were significantly increased,and MGMT and NF-κB p65 protein expressions were significantly decreased in EPA+TMZ group Ⅰ (P<0.05);immunofluorescent staining indicated that the MGMT and NF-κB p65 protein expressions in EPA+TMZ group Ⅰ were significantly lower than those in TMZ group Ⅰ (P<0.05);the MGMT gene promoter methylaion in EPA+TMZ group Ⅰ was higher than that in TMZ group Ⅰ.Conclusion EPA enhances the sensitivity of glioma cell line U87 to TMZ,which may inhibit the MGMT expression by NF-κB dependent pathway.
10.Acute cor pulmonale in acute respiratory distress syndrome
Feng ZHANG ; Quan CAO ; Xiangrong ZUO
Chinese Critical Care Medicine 2017;29(3):272-275
Acute respiratory distress syndrome (ARDS) is a severe respiratory condition that is characterized by rapidly progressive hypoxemia with noncardiogenic pulmonary edema.Despite the improvement of therapeutic methods,the mortality of ARDS is in the range of 40%-50% all over the world.Some studies have shown that a significant number of patients with ARDS had acute cor pulmonale (ACP),and ACP is independently associated with the mortality of patients with ARDS,which has attracted wide attention in recent years.This paper reviewed recent related studies,summarized the prevalence,pathogenesis and diagnostic approaches of ACP in ARDS,especially echocardiography which was considered as a cornerstone for ACP diagnosis,and elucidated the beneficial effects of right ventricular protective ventilatory strategy and prone-positioning on the pulmonary vasculature and right heart,in order to provide a novel idea for the therapy of ACP in ARDS.

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