Favorable Outcomes of Anticoagulation With Unfractioned Heparin in Sepsis-Induced Coagulopathy: A Retrospective Analysis of MIMIC-III Database

Backgrounds: Anticoagulation in sepsis-associated disseminated intravascular coagulation (DIC) remains uncertain. The aim of this study was to investigate whether unfractioned heparin (UFH) could improve clinical outcomes in patients with sepsis-induced coagulopathy (SIC).Methods: Septic patients with SIC were identified from the Medical Information Mart for Intensive Care (MIMIC)-III database. Cox-proportional hazards model, logistic regression model and linear regression were used to assess the associations between UFH administration and 28-day mortality, hospital mortality, occurrence of bleeding complications and length of stay, respectively. Propensity score matching (PSM) analysis was used to match the imbalance between patients in the UFH group and the control group. Patients were further stratified according to SIC score and Simplified Acute Physiology Score II (SAPS II).Results: A total of 1,820 septic patients with SIC were included in the data analysis. After PSM, 652 pairs of patients were matched between the patients in the UFH group and the control group. UFH was significantly associated with reduced 28-day mortality (HR, 0.323, 95% CI, 0.258–0.406; p < 0.001) and hospital mortality (HR, 0.380, 95% CI, 0.307–0.472; p < 0.001) without increasing the risks of intracranial hemorrhage (OR, 1.480, 95% CI, 0.955–2.294; p = 0.080) or gastrointestinal bleeding (OR, 1.094, 95% CI, 0.503–2.382; p = 0.820). For subgroup analysis, it didn't change the favorable results of UFH on mortality and UFH didn't increase the risk of hemorrhage in patients with severe disease.Conclusions: The analysis of MIMIC-III database indicated that anticoagulant therapy with UFH may be associated with a survival benefit in patients with SIC.

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A promising predictor of mortality— A cohort study (Preprint)

10.2196/preprints.28633 ◽

2021 ◽

Author(s):

Ji Ha Ling

Keyword(s):

Intensive Care ◽

Poor Prognosis ◽

Medical Information ◽

Proportional Hazards ◽

Proportional Hazards Model ◽

Cox Proportional Hazards ◽

Cox Proportional Hazards Model ◽

Hazards Model ◽

Clinical Biomarker ◽

Secondary Result

UNSTRUCTURED Severe inflammation leads to poor prognosis for intensive care unit hospitalized patients. The is a biomarker used to monitor inflammation and immune response, which can predict poor prognosis of various diseases. However, it is unclear whether NLR is associated with all-cause mortality in ICU patients. This study investigated the correlation between MLR and ICU results. Extract clinical data from Medical Information Mart for Intensive Care III (MIMIC-III) database, which contains health data of more than 50,000 patients. The main result was 30-day mortality, and the secondary result was 90-day mortality. Use the Cox proportional hazards model to reveal the association between MLR and results. Multivariable analyses were used to control for confounders. NLR is a promising clinical biomarker, which can be used as a available predictor of ICU mortality.

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Abstract 282: Impact of a Multi-Disciplinary Heart Failure Post-Discharge Management Clinic on Heart Failure Readmission Rates

Circulation Cardiovascular Quality and Outcomes ◽

10.1161/circoutcomes.6.suppl_1.a282 ◽

2013 ◽

Vol 6 (suppl_1) ◽

Author(s):

Cynthia Jackevicius ◽

Noelle de Leon ◽

Lingyun Lu ◽

Donald Chang ◽

Alberta Warner ◽

...

Keyword(s):

Heart Failure ◽

Proportional Hazards ◽

Proportional Hazards Model ◽

Cox Proportional Hazards ◽

Cox Proportional Hazards Model ◽

Control Group ◽

Post Discharge ◽

Readmission Rates ◽

All Cause Mortality ◽

Clinic Group

Background: Specialized heart failure (HF) clinics have demonstrated significant reduction in readmission rates. We evaluated a new multi-disciplinary HF clinic focused specifically on those recently discharged from a HF hospitalization. Methods: In this retrospective, cohort study, patients discharged with a primary HF diagnosis who attended the HF post-discharge clinic in 2010-11 were compared with historical controls from 2009. Within an average of six clinic visits, patients were seen by a physician assistant, a clinical pharmacist and a nurse case manager, with care overseen by an attending cardiologist. The clinic focused on identification of HF etiology and precipitating factors, medication titration to target doses, patient education, and medication adherence. The primary outcome was 90-day HF readmission, with secondary outcomes of mortality and a composite of 90-day HF readmission and mortality. A Cox proportional hazards model with adjustment for potentially confounding demographic and comorbidity variables was constructed to compare outcomes between groups. Results: Among the 277 patients (144 clinic and 133 control) in the study, 7.6% of patients in the clinic group and 23.3% of patients in the control group were readmitted for HF within 90 days (aHR 0.26; 95%CI=0.13-0.53 p = 0.0003;aRRR=74%; 95%CI= 47%-87%; ARR=15.7%;NNT=7). There were few deaths, but adjusted all-cause mortality was lower in the clinic group. For the composite of 90-day HF readmission and mortality, clinic patients had a lower risk (9.0% vs 28.6%; aHR 0.23; 95%CI=0.12-0.45; p<0.0001; aRRR=77%; 95%CI=55%-88%;ARR=19.6%;NNT=6). Conclusion: The multidisciplinary HF post-discharge clinic was associated with a significant reduction in 90-day HF readmission rates and all-cause mortality.

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Association Between Base Excess and Mortality Among Patients in ICU with Acute Kidney Injury

10.21203/rs.3.rs-746329/v1 ◽

2021 ◽

Author(s):

Yi Cheng ◽

Yuanjun Tang ◽

Boxiang Tu ◽

Xin Cheng ◽

Ran Qi ◽

...

Keyword(s):

Acute Kidney Injury ◽

Medical Information ◽

Proportional Hazards ◽

Base Excess ◽

Proportional Hazards Model ◽

Kidney Injury ◽

Prognostic Indicator ◽

Cox Proportional Hazards ◽

Cox Proportional Hazards Model ◽

Icu Patients

Abstract Objective This study aimed to explore the association between base excess (BE) and risk of 30-day mortality among patients with acute kidney injury (AKI) in ICU.Methods This retrospective study including ICU patients with AKI from Medical Information Mart for Intensive Care (MIMIC)-IV database. We used multivariate Cox proportional-hazards model to calculate the hazard ratio (HR) for risk of 30-day mortality among patients with AKI. Furthermore, we utilized Cox proportional-hazard model with restrict cubic splines (RCS) to explore the potential no-linear association. Results Of all the 14238 ICU patients with AKI, BE showed U-shaped relationship with risk of 30-day mortality for patients with AKI, and higher or lower BE value could increase the risk. Compared with normal base excess (-3~3 mmol/L), patients with difference groups (BE ≤ -9mmol/L, -9 mmol/L <BE≤-3 mmol/L, 3 mmol/L <BE≤9 mmol/L and BE＞9 mmol/L) had different HR for mortality: 1.57(1.40,1.76), 1.26(1.14,1.39), 0.97(0.83,1.12), 1.53(1.17,2.02) respectively. And the RCS analyses also showed U-shaped curve between BE and 30-day mortality risk.Conclusion Our results suggest both higher and lower BE in patients with AKI would increase the risk of 30-day mortality. BE measured at administration could be a critical prognostic indicator for ICU patients with AIK and provide guidance for clinicians.

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Association of Acidemia With Short-Term Mortality of Acute Myocardial Infarction: A Retrospective Study Base on MIMIC-III Database

Clinical and Applied Thrombosis/Hemostasis ◽

10.1177/1076029620950837 ◽

2020 ◽

Vol 26 ◽

pp. 107602962095083

Author(s):

Tang Zhang ◽

Yao-Zong Guan ◽

Hao Liu

Keyword(s):

Myocardial Infarction ◽

Acute Myocardial Infarction ◽

Proportional Hazards ◽

Proportional Hazards Model ◽

Cox Proportional Hazards ◽

Cox Proportional Hazards Model ◽

Short Term ◽

Hazards Model ◽

Short Term Mortality ◽

Mimic Iii

Acute myocardial infarction (AMI) is a leading cause of death and not a few of these patients are combined with acidemia. This study aimed to detect the association of acidemia with short-term mortality of AMI patients. A total of 972 AMI patients were selected from the Medical Information Mart for Intensive Care (MIMIC) III database for analysis. Propensity-score matching (PSM) was used to reduce the imbalance. Kaplan-Meier survival analysis was used to compare the mortality, and Cox-proportional hazards model was used to detect related factors associated with mortality. After PSM, a total of 345 non-acidemia patients and 345 matched acidemia patients were included. The non-acidemia patients had a significantly lower 30-day mortality (20.0% vs. 28.7%) and lower 90-day mortality (24.9% vs. 31.9%) than the acidemia patients ( P < 0.001 for all). The severe-acidemia patients (PH < 7.25) had the highest 30-day mortality (52.6%) and 90-day mortality (53.9%) than non-acidemia patients and mild-acidemia (7.25 ≤ PH < 7.35) patients ( P < 0.001). In Cox-proportional hazards model, acidemia was associated with improved 30-day mortality (HR = 1.518; 95%CI = 1.110-2.076, P = 0.009) and 90-day mortality (HR = 1.378; 95%CI = 1.034 -1.837, P = 0.029). These results suggest that severe acidemia is associated with improved 30-day mortality and 90-day mortality of AMI patients.

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Adjuvant Fuzheng Huayu Capsule Reduces the Incidence of Hepatocellular Carcinoma in Patients with Hepatitis B-Caused Cirrhosis

Evidence-based Complementary and Alternative Medicine ◽

10.1155/2020/8826091 ◽

2020 ◽

Vol 2020 ◽

pp. 1-9

Author(s):

Ke Shi ◽

Yao Liu ◽

Xiaojing Wang ◽

Yuxin Li ◽

Qun Zhang ◽

...

Keyword(s):

Hepatocellular Carcinoma ◽

Hepatitis B ◽

Lower Risk ◽

Proportional Hazards ◽

Proportional Hazards Model ◽

Antiviral Treatment ◽

Risk Index ◽

Cox Proportional Hazards ◽

Cox Proportional Hazards Model ◽

Control Group

Aim. Fuzhenghuayu (FZHY) capsule can inhibit the progression of cirrhosis. This study explored whether FZHY can reduce the incidence of hepatocellular carcinoma (HCC) in patients with hepatitis B-caused cirrhosis (HBC) undergoing antiviral therapy. Methods. A retrospective review of 842 patients with HBC between 2011 and 2015 was performed, including 270 treated with FZHY combined with nucleos (t) ide analogues (NAs) and 572 with NAs alone. The incidence of HCC was compared between the FZHY (n = 259) and control (n = 259) groups using 1 : 1 propensity score (PS) matching. The incidence of HCC in patients with HBC with different Child-Turcotte-Pugh (CTP) classifications and Toronto HCC risk index (THRI) scores was analyzed using Kaplan–Meier curves. Results. The 5-year cumulative incidence of HCC before and after PS matching was 151 (17.9%) and 86 (16.6%), respectively. In PS-matched samples, the multivariate Cox proportional-hazards model indicated that the FZHY group demonstrated a significantly lower risk for HCC than the control group (adjusted hazard ratio [aHR] = 0.32, 95% CI 0.19–0.53 P < 0.001 ). The risk of HCC diminished with increased duration of FZHY use. The stratified analysis revealed that the FZHY group, regardless of CTP classification, benefited significantly from FZHY therapy. Patients in the medium- and high-THRI risk groups were the dominant population for FZHY. Conclusions. FZHY combined with NAs was associated with a significantly lower risk of HCC than NAs alone in patients with HBC, which supports the integration of FZHY with antiviral treatment into clinical practice.

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Impact of Colloid Infusion on Outcomes in Patients with Septic Shock

10.21203/rs.3.rs-108277/v1 ◽

2020 ◽

Author(s):

Chenglong Ge ◽

Qianyi Peng ◽

Yuan Jiang ◽

Zhiyong Liu ◽

Wenchao Li ◽

...

Keyword(s):

Septic Shock ◽

Renal Function ◽

Medical Information ◽

Proportional Hazards ◽

Proportional Hazards Model ◽

Cox Proportional Hazards ◽

Cox Proportional Hazards Model ◽

Colloid Solution ◽

Term Survival ◽

Colloid Infusion

Abstract Background: Although colloid solution has been widely used in practice, its impact on mortality in patients with septic shock remains unknown. We evaluated the association of colloid infusion with outcomes in septic shock patients.Methods: Medical Information Mart for Intensive Care (MIMIC)-III was used to identify patients with septic shock. Propensity score matching (PSM) was employed to balance the baseline differences. Cox proportional hazards model, Wilcoxon rank-sum test, and logistic regression were utilized to determine the associations of colloid infusion with mortality, length of stay, and recovery of kidney function, respectively.Results: A total of 4,553 septic shock patients were studied, including 1,158 with colloid infusion, and 3,395 without colloid infusion. After PSM, 1,012 pairs of patients were matched. Significant benefits in the mortality rate were observed in the colloid group compared with the non-colloid group, with the 28-day mortality [hazard ratio (HR) 0.62; 95% confidence interval [CI], 0.52-0.73; P < 0.001], and the 90-day mortality [HR 0.76; 95% CI 0.65-0.88; P < 0.001]. Colloid infusion was not associated with the renal function recovery [HR 1.06; 95% CI 0.87–1.29; P = 0.547] in either population. Nevertheless, subgroup analysis revealed that colloid infusion did not affect the 28-day mortality in people with sepsis of AKI stage 1. In addition, the use of dextran did not decrease the 28-day mortality (HR 1.41; 95% CI 0.19-10.59; P = 0.736). Conclusion: In septic shock patients, colloid infusion (albumin or hydroxyethyl starch) improved short-term survival, but had no clear effect on the recovery of renal function.

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Transjugular Intrahepatic Portosystemic Shunt before Abdominal Surgery in Cirrhotic Patients: A Retrospective, Comparative Study

Canadian Journal of Gastroenterology ◽

10.1155/2006/245082 ◽

2006 ◽

Vol 20 (6) ◽

pp. 401-404 ◽

Cited By ~ 33

Author(s):

Evelyne Vinet ◽

Pierre Perreault ◽

Louis Bouchard ◽

Denis Bernard ◽

Ramses Wassef ◽

...

Keyword(s):

Abdominal Surgery ◽

Transjugular Intrahepatic Portosystemic Shunt ◽

Proportional Hazards Model ◽

Cox Proportional Hazards ◽

Portosystemic Shunt ◽

Cox Proportional Hazards Model ◽

Control Group ◽

High Morbidity ◽

Intrahepatic Portosystemic Shunt ◽

Cirrhotic Patients

Surgery in cirrhotic patients is associated with high morbidity and mortality related to portal hypertension and liver insufficiency. Therefore, preoperative portal decompression is a logical approach to facilitate abdominal surgery and hopefully to improve postoperative survival. The present study evaluated the clinical outcomes of 18 patients (mean age 58 years) with cirrhosis (seven alcoholics and 11 nonalcoholics) who underwent transjugular intrahepatic portosystemic shunt (TIPS) placement before antrectomy (n=5), colectomy (n=10), small-bowel resection (n=1), pancreatectomy (n=1) and nephrectomy (n=1). TIPS was performed a mean (± SD) of 72±21 days before surgery and induced a marked mean decrease in portohepatic gradient from 21.4±3.9 mmHg to 8.4±3.4 mmHg. Cirrhotic patients (n=17) who underwent elective abdominal surgery without preoperative TIPS placement were used as the control group. Both groups were matched for age, etiology of cirrhosis, indications for surgery, type of surgery and coagulation parameters. The mean Pugh score was significantly higher in the TIPS group (7.7 versus 6.2). No significant differences were observed for operative blood loss, postoperative complications, duration of hospitalization and one-month (83% versus 88%) or one-year (54% versus 63%) cumulative survival rate. Analysis using the Cox proportional hazards model showed that neither TIPS placement nor preoperative Pugh score were independent predictors for survival. The present study suggests that preoperative TIPS placement does not improve postoperative evolution after abdominal surgery in cirrhotic patients with good or moderately impaired liver function.

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Serum sodium on admission affects postoperative in-hospital mortality in acute aortic dissection patients

PLoS ONE ◽

10.1371/journal.pone.0261168 ◽

2021 ◽

Vol 16 (12) ◽

pp. e0261168

Author(s):

Pengfei Huang ◽

Hongyan Wang ◽

Dong Ma ◽

Yongbo Zhao ◽

Xiao Liu ◽

...

Keyword(s):

Aortic Dissection ◽

Hospital Mortality ◽

Serum Sodium ◽

Proportional Hazards ◽

Acute Aortic Dissection ◽

Proportional Hazards Model ◽

Cox Proportional Hazards ◽

Cox Proportional Hazards Model ◽

Hospital Death ◽

Hazards Model

Background Acute aortic dissection (AAD) is very fatal without surgical treatment. Higher serum sodium can increase in-hospital mortality of many diseases; however, the effect of serum sodium on postoperative in-hospital mortality in AAD patients remains unknown. Methods We collected a total of 415 AAD patients from January 2015 to December 2019. Patients were classified into four categories (Q1-Q4) according to the admission serum sodium quartile. The cox proportional hazards model evaluated the association between serum sodium and in-hospital mortality. All-cause in-hospital mortality was set as the endpoint. Results By adjusting many covariates, cox proportional hazards model revealed the in-hospital mortality risk of both Q3 and Q4 groups was 3.086 (1.242–7.671, P = 0.015) and 3.370 (1.384–8.204, P = 0.007) respectively, whereas the risk of Q2 group was not significantly increased. Univariate and multiple Cox analysis revealed that Stanford type A, serum glucose, α-hydroxybutyrate dehydrogenase and serum sodium were risk factors correlated with in-hospital death in AAD patients. Conclusion The study indicates that the admission serum sodium of AAD patients has a vital impact on postoperative hospital mortality.

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Association between albumin infusion and outcomes in patients with acute kidney injury and septic shock

Scientific Reports ◽

10.1038/s41598-021-03122-0 ◽

2021 ◽

Vol 11 (1) ◽

Author(s):

Chenglong Ge ◽

Qianyi Peng ◽

Wei Chen ◽

Wenchao Li ◽

Lina Zhang ◽

...

Keyword(s):

Septic Shock ◽

Acute Kidney Injury ◽

Medical Information ◽

Proportional Hazards ◽

Proportional Hazards Model ◽

Kidney Injury ◽

Cox Proportional Hazards ◽

Cox Proportional Hazards Model ◽

Albumin Infusion ◽

Hazards Model

AbstractSeptic shock with acute kidney injury (AKI) is common in critically ill patients. Our aim was to evaluate the association between albumin infusion and outcomes in patients with septic shock and AKI. Medical Information Mart for Intensive Care (MIMIC)-III was used to identify patients with septic shock and AKI. Propensity score matching (PSM) was employed to balance the baseline differences. Cox proportional hazards model, Wilcoxon rank-sum test, and logistic regression were utilized to determine the associations of albumin infusion with mortality, length of stay, and recovery of kidney function, respectively. A total of 2861 septic shock patients with AKI were studied, including 891 with albumin infusion, and 1970 without albumin infusion. After PSM, 749 pairs of patients were matched. Albumin infusion was associated with improved 28-day survival (HR 0.72; 95% CI 0.59–0.86; P = 0.002), but it was not difference in 90-day mortality between groups (HR 0.94; 95% CI 0.79–1.12; P = 0.474). Albumin infusion was not associated with the renal function recovery (HR 0.91; 95% CI 0.73–1.13; P = 0.393) in either population. Nevertheless, subgroup analysis showed that albumin infusion was distinctly associated with reduced 28-day mortality in patients with age > 60 years. The results need to be validated in more randomized controlled trials.

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Association Between Base Excess and Mortality Among Patients in ICU With Acute Kidney Injury

Frontiers in Medicine ◽

10.3389/fmed.2021.779627 ◽

2021 ◽

Vol 8 ◽

Author(s):

Yi Cheng ◽

You Zhang ◽

Boxiang Tu ◽

Yingyi Qin ◽

Xin Cheng ◽

...

Keyword(s):

Acute Kidney Injury ◽

Intensive Care ◽

Medical Information ◽

Proportional Hazards ◽

Base Excess ◽

Proportional Hazards Model ◽

Kidney Injury ◽

Cox Proportional Hazards ◽

Cox Proportional Hazards Model ◽

Icu Patients

Objective: This study aimed to explore the association between base excess (BE) and the risk of 30-day mortality among patients with acute kidney injury (AKI) in the intensive care unit (ICU).Methods: This retrospective study included patients with AKI from the Medical Information Mart for Intensive Care (MIMIC)-IV database. We used a multivariate Cox proportional-hazards model to obtain the hazard ratio (HR) for the risk of 30-day mortality among patients with AKI. Furthermore, we utilized a Cox proportional-hazard model with restricted cubic splines (RCS) to explore the potential non-linear associations.Results: Among the 14,238 ICU patients with AKI, BE showed a U-shaped relationship with risk of 30-day mortality for patients with AKI, and higher or lower BE values could increase the risk. Compared with normal base excess (−3~3 mEq/L), patients in different groups (BE ≤ −9 mEq/L, −9 mEq/L < BE ≤ −3 mEq/L, 3 mEq/L < BE ≤ 9 mEq/L, and BE > 9 mEq/L) had different HRs for mortality: 1.57 (1.40, 1.76), 1.26 (1.14, 1.39), 0.97 (0.83, 1.12), 1.53 (1.17, 2.02), respectively. The RCS analyses also showed a U-shaped curve between BE and the 30-day mortality risk.Conclusion: Our results suggest that higher and lower BE in patients with AKI would increase the risk of 30-day mortality. BE measured at administration could be a critical prognostic indicator for ICU patients with AKI and provide guidance for clinicians.

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