scholarly journals Circulating Osteopontin Levels and Outcomes in Patients Hospitalized for COVID-19

2021 ◽  
Vol 10 (17) ◽  
pp. 3907
Author(s):  
Salim S. Hayek ◽  
Christoph Roderburg ◽  
Pennelope Blakely ◽  
Christopher Launius ◽  
Jesper Eugen-Olsen ◽  
...  
Keyword(s):  
Mechanical Ventilation ◽  
Renal Replacement Therapy ◽  
Composite Endpoint ◽  
Inflammatory Biomarkers ◽  
Composite Outcome ◽  
Leukocyte Activation ◽  
Event Free Survival ◽  
Free Survival ◽  
Discrimination Ability ◽  
Multivariable Analyses

Background: Severe coronavirus disease 2019 (COVID-19) is the result of a hyper-inflammatory reaction to the severe acute respiratory syndrome coronavirus 2. The biomarkers of inflammation have been used to risk-stratify patients with COVID-19. Osteopontin (OPN) is an integrin-binding glyco-phosphoprotein involved in the modulation of leukocyte activation; its levels are associated with worse outcomes in patients with sepsis. Whether OPN levels predict outcomes in COVID-19 is unknown. Methods: We measured OPN levels in serum of 341 hospitalized COVID-19 patients collected within 48 h from admission. We characterized the determinants of OPN levels and examined their association with in-hospital outcomes; notably death, need for mechanical ventilation, and need for renal replacement therapy (RRT) and as a composite outcome. The risk discrimination ability of OPN was compared with other inflammatory biomarkers. Results: Patients with COVID-19 (mean age 60, 61.9% male, 27.0% blacks) had significantly higher levels of serum OPN compared to healthy volunteers (96.63 vs. 16.56 ng/mL, p < 0.001). Overall, 104 patients required mechanical ventilation, 35 needed dialysis, and 53 died during their hospitalization. In multivariable analyses, OPN levels ≥140.66 ng/mL (third tertile) were associated with a 3.5 × (95%CI 1.44–8.27) increase in the odds of death, and 4.9 × (95%CI 2.48–9.80) increase in the odds of requiring mechanical ventilation. There was no association between OPN and need for RRT. Finally, OPN levels in the upper tertile turned out as an independent prognostic factor of event-free survival with respect to the composite endpoint. Conclusion: Higher OPN levels are associated with increased odds of death and mechanical ventilation in patients with COVID-19, however, their utility in triage is questionable.

scholarly journals Long-term post-LVAD surgery outcome in patients with and without pre-operative hemodynamic guided optimization

2020 ◽  
Vol 41 (Supplement_2) ◽  
Author(s):  
J.F Veenis ◽  
S.P Radhoe ◽  
O.C Manintveld ◽  
J.A Bekkers ◽  
O Birim ◽  
...  
Keyword(s):  
Acute Kidney Injury ◽  
Renal Replacement Therapy ◽  
Kidney Injury ◽  
Funding Source ◽  
Event Free Survival ◽  
Free Survival ◽  
Hemodynamic Optimization ◽  
All Cause Mortality ◽  
Historical Controls

Abstract Background/Introduction Despite improved surgical techniques and pump designs, LVAD therapy remains associated with high mortality and morbidity. CardioMEMS guided hemodynamic optimization shortly pre-LVAD surgery could improve the long-term post-surgery outcomes. Purpose The aim of this analysis was to investigate the feasibility of pre-operative optimization using the hemodynamic monitoring provided by the CardioMEMS in patients with an LVAD surgery, to improve the long-term outcome compared to a cohort of historical controls. Methods Ten consecutive chronic heart failure patients, with an INTERMACS Class 2–5, scheduled for (semi-) elective HeartMate 3 (HM3) LVAD surgery were enrolled in the HEMO-VAD pilot study. All patients received a CardioMEMS device prior to LVAD surgery. The daily hemodynamic readings were used to guide the patient optimization process pre- and post-operatively. Aims of hemodynamic optimization were the normalization of the mean pulmonary artery pressure (mPAP), decongesting of the right ventricle (RV) and optimization of the renal function. Patients were categorized into optimized patients (mPAP ≤25mmHg) and non-optimized mPAP (mPAP &gt;25mmHg). Additionally, a historical cohort, consisting of 24 (semi-) elective HM3 LVAD recipients were included in this analysis. The outcome of this analysis was the event-free survival of the combined endpoint of all-cause mortality, RV failure, acute kidney injury (AKI) and/or renal replacement therapy (RRT) during the first 12 months post-LVAD surgery (time to first event analysis). Results The median age was 60.3 [51.6–66.3], 58.7 [53.4–61.9] and 60.1 [53.5–65.2] years in the optimized patients, non-optimized patients and historical controls, respectively (p=0.90). Of the optimized patients, 66.7% were men, compared to 75.0% and 100.0% of the non-optimized patients and historical controls, respectively (p=0.02). During the first year post-LVAD surgery, the combined endpoint occurred in 19 patients, five (83%) events occurred in the non-optimized patients, and 14 (58%) events in the historical controls, while no (0%) events occurred in the optimized patients (p=0.018) (Figure). Conclusion(s) This analysis demonstrated the feasibility of hemodynamic guided optimization pre-LVAD surgery using the CardioMEMS. The hemodynamic optimized patients were at very low risk for all-cause mortality, right-sided HF, and AKI/RRT compared to non-optimized patients or historical controls. Figure 1. Event-free survival for the combined endpoint (all-cause mortality, right ventricular failure, and acute kidney injury and/or renal replacement therapy). Funding Acknowledgement Type of funding source: Public hospital(s). Main funding source(s): This work was supported by Abbott with an independent research grant, partially covering personnel costs. This study was investigator-initiated and was designed, conducted, interpreted and reported independently of the funder

Sex Differences in Perioperative and Long-term Cardiac Event–Free Survival in Vascular Surgery Patients

Circulation ◽  
1995 ◽  
Vol 91 (4) ◽  
pp. 1044-1051 ◽  
Author(s):  
Robert C. Hendel ◽  
Ming Hui Chen ◽  
Gilbert J. L’Italien ◽  
John B. Newell ◽  
Sumita D. Paul ◽  
...  
Keyword(s):  
Sex Differences ◽  
Vascular Surgery ◽  
Cardiac Event ◽  
Event Free Survival ◽  
Free Survival

scholarly journals OP0146 LONG TERM OUTCOME AND PROGNOSIS FACTORS OF ISOLATED AORTITIS

2020 ◽  
Vol 79 (Suppl 1) ◽  
pp. 93.1-93
Author(s):  
Y. Ferfar ◽  
S. Morinet ◽  
O. Espitia ◽  
C. Agard ◽  
M. Vautier ◽  
...  
Keyword(s):  
Multivariate Analysis ◽  
Giant Cell Arteritis ◽  
Takayasu Arteritis ◽  
Vascular Complications ◽  
Event Free Survival ◽  
Prognosis Factors ◽  
Term Outcome ◽  
Long Term Outcome ◽  
Free Survival

Background:Aortitis is a group of disorders characterized by the inflammation of the aorta. The most common causes of aortitis are the large-vessel vasculitis i.e. giant cell arteritis (GCA) and Takayasu arteritis (TA). However, aortitis may be isolated. Because of the wide variation in the course of aortitis, predicting outcome is challenging. The optimal management strategy of isolated aortitis (IA) is still unclear as IA is poorly defined, with data consisting of small retrospective and case control studies.Objectives:To assess the long-term outcome and prognosis factors for vascular complications in patients with isolated aortitis.Methods:Retrospective multicenter study of 353 patients with non-infectious aortitis including 136 giant cell arteritis (GCA), 96 Takayasu arteritis (TA) and 73 isolated aortitis (IA). Factors associated with event-free survival, vascular event-free survival and revascularization-free survival were assessed. Risk factors for vascular complications were identified in multivariate analysis.Results:After a median follow up of 52 months, vascular complications were observed in 32.3 %, revascularization in 30 % and death in 7.6%. The 5-year cumulative incidence of vascular complications was 58% (41; 71), 20% (13; 29), and 19 % (11; 28) in IA, GCA and TA, respectively. In multivariate analysis, IA [HR, 1.85 (1.19 to 2.88), p=0.017] and male gender [1.77 (1.26 to 2.49), p<0.0001] were independently associated with vascular events. The 5-year surgery-free survival was 45% (31; 65), 71% (62; 81) and 76% (68; 86) in IA, TA and GCA, respectively.Conclusion:IA has a worse vascular prognosis than GCA and TA. Sixty percent of IA patients will experience a vascular complication within 5 years from diagnosis.Disclosure of Interests:None declared

scholarly journals Effects of ertugliflozin on kidney composite outcomes, renal function and albuminuria in patients with type 2 diabetes mellitus: an analysis from the randomised VERTIS CV trial

Diabetologia ◽  
2021 ◽  
Author(s):  
David Z. I. Cherney ◽  
◽  
Bernard Charbonnel ◽  
Francesco Cosentino ◽  
Samuel Dagogo-Jack ◽  
...  
Keyword(s):  
Diabetes Mellitus ◽  
Type 2 Diabetes ◽  
Type 2 Diabetes Mellitus ◽  
Kidney Disease ◽  
Serum Creatinine ◽  
Renal Dialysis ◽  
Composite Endpoint ◽  
Composite Outcome ◽  
The Impact

Abstract Aims/hypothesis In previous work, we reported the HR for the risk (95% CI) of the secondary kidney composite endpoint (time to first event of doubling of serum creatinine from baseline, renal dialysis/transplant or renal death) with ertugliflozin compared with placebo as 0.81 (0.63, 1.04). The effect of ertugliflozin on exploratory kidney-related outcomes was evaluated using data from the eValuation of ERTugliflozin effIcacy and Safety CardioVascular outcomes (VERTIS CV) trial (NCT01986881). Methods Individuals with type 2 diabetes mellitus and established atherosclerotic CVD were randomised to receive ertugliflozin 5 mg or 15 mg (observations from both doses were pooled), or matching placebo, added on to existing treatment. The kidney composite outcome in VERTIS CV (reported previously) was time to first event of doubling of serum creatinine from baseline, renal dialysis/transplant or renal death. The pre-specified exploratory composite outcome replaced doubling of serum creatinine with sustained 40% decrease from baseline in eGFR. In addition, the impact of ertugliflozin on urinary albumin/creatinine ratio (UACR) and eGFR over time was assessed. Results A total of 8246 individuals were randomised and followed for a mean of 3.5 years. The exploratory kidney composite outcome of sustained 40% reduction from baseline in eGFR, chronic kidney dialysis/transplant or renal death occurred at a lower event rate (events per 1000 person-years) in the ertugliflozin group than with the placebo group (6.0 vs 9.0); the HR (95% CI) was 0.66 (0.50, 0.88). At 60 months, in the ertugliflozin group, placebo-corrected changes from baseline (95% CIs) in UACR and eGFR were −16.2% (−23.9, −7.6) and 2.6 ml min−1 [1.73 m]−2 (1.5, 3.6), respectively. Ertugliflozin was associated with a consistent decrease in UACR and attenuation of eGFR decline across subgroups, with a suggested larger effect observed in the macroalbuminuria and Kidney Disease: Improving Global Outcomes in Chronic Kidney Disease (KDIGO CKD) high/very high-risk subgroups. Conclusions/interpretation Among individuals with type 2 diabetes and atherosclerotic CVD, ertugliflozin reduced the risk for the pre-specified exploratory composite renal endpoint and was associated with preservation of eGFR and reduced UACR. Trial registration ClinicalTrials.gov NCT01986881 Graphical abstract

scholarly journals Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients

2021 ◽  
Author(s):  
Victor Alfonso Rodriguez ◽  
Shreyas Bhave ◽  
Ruijun Chen ◽  
Chao Pang ◽  
George Hripcsak ◽  
...  
Keyword(s):  
At Risk ◽  
Mechanical Ventilation ◽  
Renal Replacement Therapy ◽  
Receiver Operating Characteristic ◽  
Replacement Therapy ◽  
Operating Characteristic ◽  
Prediction Models ◽  
External Validation ◽  
Electronic Health Record Data ◽  
Receiver Operating

Abstract Objective Coronavirus disease 2019 (COVID-19) patients are at risk for resource-intensive outcomes including mechanical ventilation (MV), renal replacement therapy (RRT), and readmission. Accurate outcome prognostication could facilitate hospital resource allocation. We develop and validate predictive models for each outcome using retrospective electronic health record data for COVID-19 patients treated between March 2 and May 6, 2020. Materials and Methods For each outcome, we trained 3 classes of prediction models using clinical data for a cohort of SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2)–positive patients (n = 2256). Cross-validation was used to select the best-performing models per the areas under the receiver-operating characteristic and precision-recall curves. Models were validated using a held-out cohort (n = 855). We measured each model’s calibration and evaluated feature importances to interpret model output. Results The predictive performance for our selected models on the held-out cohort was as follows: area under the receiver-operating characteristic curve—MV 0.743 (95% CI, 0.682-0.812), RRT 0.847 (95% CI, 0.772-0.936), readmission 0.871 (95% CI, 0.830-0.917); area under the precision-recall curve—MV 0.137 (95% CI, 0.047-0.175), RRT 0.325 (95% CI, 0.117-0.497), readmission 0.504 (95% CI, 0.388-0.604). Predictions were well calibrated, and the most important features within each model were consistent with clinical intuition. Discussion Our models produce performant, well-calibrated, and interpretable predictions for COVID-19 patients at risk for the target outcomes. They demonstrate the potential to accurately estimate outcome prognosis in resource-constrained care sites managing COVID-19 patients. Conclusions We develop and validate prognostic models targeting MV, RRT, and readmission for hospitalized COVID-19 patients which produce accurate, interpretable predictions. Additional external validation studies are needed to further verify the generalizability of our results.

scholarly journals Comparison of Approaches for Prediction of Renal Replacement Therapy-Free Survival in Patients with Acute Kidney Injury

2021 ◽  
pp. 1-7
Author(s):  
Pattharawin Pattharanitima ◽  
Akhil Vaid ◽  
Suraj K. Jaladanki ◽  
Ishan Paranjpe ◽  
Ross O’Hagan ◽  
...  
Keyword(s):  
Acute Kidney Injury ◽  
Renal Replacement Therapy ◽  
Replacement Therapy ◽  
Critically Ill ◽  
Critically Ill Patients ◽  
Kidney Injury ◽  
Support Vector ◽  
Adaptive Boosting ◽  
Free Survival ◽  
Extreme Gradient Boosting

Background/Aims: Acute kidney injury (AKI) in critically ill patients is common, and continuous renal replacement therapy (CRRT) is a preferred mode of renal replacement therapy (RRT) in hemodynamically unstable patients. Prediction of clinical outcomes in patients on CRRT is challenging. We utilized several approaches to predict RRT-free survival (RRTFS) in critically ill patients with AKI requiring CRRT. Methods: We used the Medical Information Mart for Intensive Care (MIMIC-III) database to identify patients ≥18 years old with AKI on CRRT, after excluding patients who had ESRD on chronic dialysis, and kidney transplantation. We defined RRTFS as patients who were discharged alive and did not require RRT ≥7 days prior to hospital discharge. We utilized all available biomedical data up to CRRT initiation. We evaluated 7 approaches, including logistic regression (LR), random forest (RF), support vector machine (SVM), adaptive boosting (AdaBoost), extreme gradient boosting (XGBoost), multilayer perceptron (MLP), and MLP with long short-term memory (MLP + LSTM). We evaluated model performance by using area under the receiver operating characteristic (AUROC) curves. Results: Out of 684 patients with AKI on CRRT, 205 (30%) patients had RRTFS. The median age of patients was 63 years and their median Simplified Acute Physiology Score (SAPS) II was 67 (interquartile range 52–84). The MLP + LSTM showed the highest AUROC (95% CI) of 0.70 (0.67–0.73), followed by MLP 0.59 (0.54–0.64), LR 0.57 (0.52–0.62), SVM 0.51 (0.46–0.56), AdaBoost 0.51 (0.46–0.55), RF 0.44 (0.39–0.48), and XGBoost 0.43 (CI 0.38–0.47). Conclusions: A MLP + LSTM model outperformed other approaches for predicting RRTFS. Performance could be further improved by incorporating other data types.

scholarly journals Oral Metronomic Maintenance Therapy Can Improve Survival in High-Risk Neuroblastoma Patients Not Treated with ASCT or Anti-GD2 Antibodies

Cancers ◽  
2021 ◽  
Vol 13 (14) ◽  
pp. 3494
Author(s):  
Xiaofei Sun ◽  
Zijun Zhen ◽  
Ying Guo ◽  
Yuanhong Gao ◽  
Juan Wang ◽  
...  
Keyword(s):  
High Risk ◽  
Conventional Treatment ◽  
Maintenance Treatment ◽  
Antibody Therapy ◽  
Aggressive Treatment ◽  
Newly Diagnosed ◽  
Event Free Survival ◽  
Free Survival ◽  
Stage 4 ◽  
Risk Patients

Despite aggressive treatment, the prognosis of high-risk NB patients is still poor. This retrospective study investigated the benefits of metronomic maintenance treatment (MT) in high-risk NB patients without ASCT or GD2 antibody therapy. Patients aged ≤ 21 years with newly diagnosed high-risk NB were included. Patients with complete/very good partial remission (CR/VGPR/PR) to conventional treatment received, or not, oral metronomic MT for 1 year. Two hundred and seventeen high-risk NB patients were enrolled. One hundred and eighty-five (85%) had a CR/VGPR/PR to conventional treatment, of the patients with stage 4, 106 receiving and 61 not receiving oral metronomic MT, and the 3-year event-free survival (EFS) rate was 42.5 ± 5.1% and 29.6 ± 6%, respectively (p = 0.017), and overall survival (OS) rate was 71.1 ± 4.7% and 59.4 ± 6.4%, respectively (p = 0.022). A total of 117 high-risk patients with oral metronomic MT had EFS rate of 42.7 ± 4.8%. The toxicity of MT was mild. For high-risk NB patients without ASCT or anti-GD2 antibody therapy, stage 4, MYCN amplication and patients with stage 4 not receiving oral metronomic MT after CR/VGPR/PR were independent adverse prognostic factors. Oral metronomic MT can improve survival in high-risk NB patients in CR/VGPR/PR without ASCT or anti-GD2 antibodies therapy.

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