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1.
Mol Ther ; 30(4): 1451-1464, 2022 04 06.
Article in English | MEDLINE | ID: mdl-35038582

ABSTRACT

Brain pericytes regulate cerebral blood flow, maintain the integrity of the blood-brain barrier (BBB), and facilitate the removal of amyloid ß (Aß), which is critical to healthy brain activity. Pericyte loss has been observed in brains from patients with Alzheimer's disease (AD) and animal models. Our previous data demonstrated that friend leukemia virus integration 1 (Fli-1), an erythroblast transformation-specific (ETS) transcription factor, governs pericyte viability in murine sepsis; however, the role of Fli-1 and its impact on pericyte loss in AD remain unknown. Here, we demonstrated that Fli-1 expression was up-regulated in postmortem brains from a cohort of human AD donors and in 5xFAD mice, which corresponded with a decreased pericyte number, elevated inflammatory mediators, and increased Aß accumulation compared with cognitively normal individuals and wild-type (WT) mice. Antisense oligonucleotide Fli-1 Gapmer administered via intrahippocampal injection decelerated pericyte loss, decreased inflammatory response, ameliorated cognitive deficits, improved BBB dysfunction, and reduced Aß deposition in 5xFAD mice. Fli-1 Gapmer-mediated inhibition of Fli-1 protected against Aß accumulation-induced human brain pericyte apoptosis in vitro. Overall, these studies indicate that Fli-1 contributes to pericyte loss, inflammatory response, Aß deposition, vascular dysfunction, and cognitive decline, and suggest that inhibition of Fli-1 may represent novel therapeutic strategies for AD.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Proto-Oncogene Protein c-fli-1/metabolism , Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Amyloid beta-Peptides/genetics , Amyloid beta-Peptides/metabolism , Animals , Brain/metabolism , Cognition , Cognitive Dysfunction/genetics , Cognitive Dysfunction/metabolism , Humans , Mice , Mice, Transgenic , Pericytes/metabolism
2.
Mol Ther ; 30(7): 2618-2632, 2022 07 06.
Article in English | MEDLINE | ID: mdl-35331906

ABSTRACT

Sepsis-associated encephalopathy (SAE) is characterized by acute and diffuse brain dysfunction and correlates with long-term cognitive impairments with no targeted therapy. We used a mouse model of sepsis-related cognitive impairment to examine the role of lncRNA nuclear enriched abundant transcript 1 (Neat1) in SAE. We observed that Neat1 expression was increased in neuronal cells from septic mice and that it directly interacts with hemoglobin subunit beta (Hbb), preventing its degradation. The Neat1/Hbb axis suppressed postsynaptic density protein 95 (PSD-95) levels and decreased dendritic spine density. Neat1 knockout mice exhibited decreased Hbb levels, which resulted in increased PSD-95 levels, increased neuronal dendritic spine density, and decreased anxiety and memory impairment. Neat1 silencing via the antisense oligonucleotide GapmeR ameliorated anxiety-like behavior and cognitive impairment post-sepsis. In conclusion, we uncovered a previously unknown mechanism of the Neat1/Hbb axis in regulating neuronal dysfunction, which may lead to a novel treatment strategy for SAE.


Subject(s)
MicroRNAs , RNA, Long Noncoding , Sepsis , Animals , Disease Models, Animal , Hemoglobin Subunits , Mice , Mice, Knockout , MicroRNAs/genetics , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , Sepsis/complications , Sepsis/genetics
3.
Lab Invest ; 101(5): 625-635, 2021 05.
Article in English | MEDLINE | ID: mdl-33446892

ABSTRACT

Pericytes apposed to the capillary endothelium are known to stabilize and promote endothelial integrity. Recent studies indicate that lung pericytes play a prominent role in lung physiology, and they are involved in the development of various lung diseases including lung injury in sepsis, pulmonary fibrosis, asthma, and pulmonary hypertension. Accordingly, human lung pericyte studies are important for understanding the mechanistic basis of lung physiology and pathophysiology; however, human lung pericytes can only be cultured for a few passages and no immortalized human lung pericyte cell line has been established so far. Thus, our study aims to establish an immortalized human lung pericyte cell line. Developed using SV40 large T antigen lentivirus, immortalized pericytes exhibit stable SV40T expression, sustained proliferation, and have significantly higher telomerase activity compared to normal human lung pericytes. In addition, these cells retained pericyte characteristics, marked by similar morphology, and expression of pericyte cell surface markers such as PDGFRß, NG2, CD44, CD146, CD90, and CD73. Furthermore, similar to that of primary pericytes, immortalized pericytes promoted endothelial cell tube formation and responded to different stimuli. Our previous data showed that friend leukemia virus integration 1 (Fli-1), a member of the ETS transcription factor family, is a key regulator that modulates inflammatory responses in mouse lung pericytes. We further demonstrated that Fli-1 regulates inflammatory responses in immortalized human lung pericytes. To summarize, we successfully established an immortalized human lung pericyte cell line, which serves as a promising tool for in vitro pericyte studies to understand human lung pericyte physiology and pathophysiology.


Subject(s)
Cell Line , Lung/cytology , Pericytes , Microfilament Proteins/metabolism , Trans-Activators/metabolism
4.
J Infect Dis ; 222(6): 1037-1045, 2020 08 17.
Article in English | MEDLINE | ID: mdl-32285112

ABSTRACT

BACKGROUND: Sepsis is a life-threatening systemic disease with severe microvascular dysfunction. Pericytes preserve vascular homeostasis. To our knowledge, the potential roles of microRNAs in sepsis-induced pericyte dysfunction have not been explored. METHODS: We determined lung pericyte expression of miR-145a in cecal ligation and puncture (CLP)-induced sepsis. Mouse lung pericytes were isolated and transfected with a miR-145a mimic, followed by stimulation with lipopolysaccharide (LPS). We measured inflammatory cytokine levels. To assess the functions of miR-145a in vivo, we generated a pericyte-specific miR-145a-knockout mouse and determined sepsis-induced organ injury, lung and renal vascular leakage, and mouse survival rates. We used RNA sequencing and Western blotting to analyze the signaling pathways regulated by miR-145a. RESULTS: CLP led to decreased miR-145a expression in lung pericytes. The miR-145a mimic inhibited LPS-induced increases in cytokines. In CLP-induced sepsis, pericytes lacking miR-145a exhibited increased lung and kidney vascular leakage and reduced survival rates. We found that miR-145a could suppress LPS-induced NF-κB activation. In addition, we confirmed that the transcription factor Friend leukemia virus integration 1 (Fli-1) is a target of miR-145a and that Fli-1 activates NF-κB signaling. CONCLUSION: Our results demonstrated that pericyte miR-145a mediates sepsis-associated microvascular dysfunction, potentially by means of Fli-1-mediated modulation of NF-κB signaling.


Subject(s)
Host-Pathogen Interactions/genetics , MicroRNAs/genetics , Pericytes/metabolism , Sepsis/etiology , Animals , Cytokines/blood , Cytokines/metabolism , Disease Models, Animal , Gene Expression Regulation , Inflammation Mediators/blood , Inflammation Mediators/metabolism , Mice , Mice, Knockout , Models, Biological , NF-kappa B/metabolism , Prognosis , RNA Interference , Sepsis/mortality , Signal Transduction
5.
Am J Physiol Lung Cell Mol Physiol ; 318(6): L1261-L1269, 2020 06 01.
Article in English | MEDLINE | ID: mdl-32321279

ABSTRACT

Circulating microRNAs (miRNAs) can be taken up by recipient cells and have been recently associated with the acute respiratory distress syndrome (ARDS). Their role in host predisposition to the syndrome is unknown. The objective of the study was to identify circulating miRNAs associated with the development of sepsis-related ARDS and examine their impact on endothelial cell gene expression and function. We determined miRNA levels in plasma collected from subjects during the first 24 h of admission to a tertiary intensive care unit for sepsis. A miRNA that was differentially expressed between subjects who did and did not develop ARDS was identified and was transfected into human pulmonary microvascular endothelial cells (HPMECs). RNA sequencing, in silico analysis, cytokine expression, and leukocyte migration assays were used to determine the impact of this miRNA on gene expression and cell function. In two cohorts, circulating miR-887-3p levels were elevated in septic patients who developed ARDS compared with those who did not. Transfection of miR-887-3p into HPMECs altered gene expression, including the upregulation of several genes previously associated with ARDS (e.g., CXCL10, CCL5, CX3CL1, VCAM1, CASP1, IL1B, IFNB, and TLR2), and activation of cellular pathways relevant to the response to infection. Functionally, miR-887-3p increased the endothelial release of chemokines and facilitated trans-endothelial leukocyte migration. Circulating miR-887-3p is associated with ARDS in critically ill patients with sepsis. In vitro, miR-887-3p regulates the expression of genes relevant to ARDS and neutrophil tracking. This miRNA may contribute to ARDS pathogenesis and could represent a novel therapeutic target.


Subject(s)
Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Endothelial Cells/metabolism , Gene Expression Regulation , MicroRNAs/blood , MicroRNAs/genetics , Respiratory Distress Syndrome/blood , Respiratory Distress Syndrome/genetics , Cell Movement , Chemokines/metabolism , Circulating MicroRNA/metabolism , Cohort Studies , Female , Humans , Lung/blood supply , Male , MicroRNAs/metabolism , Microvessels/pathology , Middle Aged , Neutrophils/metabolism
6.
J Clin Monit Comput ; 34(3): 411-419, 2020 Jun.
Article in English | MEDLINE | ID: mdl-31183771

ABSTRACT

Point of Care Testing (POCT) devices are regularly used to improve clinical workflows in the hospital setting despite generally having inferior performance when compared to standardized laboratory analyzers. We describe a method to improve the efficacy of using a POCT device as a screening test when the laboratory values occur over a continuum and applied this methodology to the process of International Normalized Ratios (INR) screening on day of surgery. Following IRB approval, laboratory INR values on the day of surgery were extracted from the University of Vermont Medical Center operating room's electronic health record. Two separate theoretical POCT device values were simulated from the performance characterized by two prior publications (Jacobson and Hur). The sensitivities and specificities of the two theoretical devices were calculated over a range of values, in order detect an INR value greater or equal than 1.5 and 1.8. Subsequently, the percentage of the population with an INR value over each threshold was also calculated. Laboratory data from March 2008 to December 2016 were collected, and 9320 discrete INR values were compiled ranging from 0.8 to > 20. Two POCT devices were simulated using that dataset. The sensitivities and specificities over a range of values were determined, and the optimal cutoff values were identified for each device separately. Calculating the sensitivities and specificities over a range of values can optimize the clinical efficacy of a POCT device. By optimizing the use of POCT devices, hospitals may be able to improve clinical processes and reduce costs.


Subject(s)
International Normalized Ratio/methods , Point-of-Care Systems , Point-of-Care Testing , Electronic Health Records , Equipment Design , Humans , Medical Informatics , Preoperative Period , Probability , Reference Standards , Sensitivity and Specificity , Software
7.
Am J Hematol ; 94(4): 496-503, 2019 04.
Article in English | MEDLINE | ID: mdl-30592326

ABSTRACT

von Willebrand factor (VWF) ristocetin cofactor activity (VWF:RCo) by platelet aggregometry has been considered the gold standard for evaluating the ability of VWF to bind platelets for over 40 years. Many automated systems no longer require platelets and rather rely on agglutination of latex particles. Automated methods of measuring VWF activity have improved performance characteristics and are performed on the same coagulation instruments used for routine testing via immunoturbidimetric methodology. Alternatively, a newer chemiluminescence assay system for measuring VWF activity demonstrates excellent performance characteristics. As these methods are becoming widely used, it is important to assess their performance in diagnosing and monitoring different types of von Willebrand disease. We review the automated methodologies and the published performance of these VWF assays. Advantages and limitations of these automated methods are discussed.


Subject(s)
Automation, Laboratory , Blood Platelets/metabolism , von Willebrand Factor/metabolism , Blood Coagulation Tests/history , Blood Coagulation Tests/instrumentation , Blood Coagulation Tests/methods , History, 20th Century , History, 21st Century , Humans , von Willebrand Factor/history
8.
Crit Care ; 23(1): 44, 2019 02 13.
Article in English | MEDLINE | ID: mdl-30760290

ABSTRACT

BACKGROUND: The acute respiratory distress syndrome (ARDS) is characterized by disruption of the alveolar-capillary barrier resulting in accumulation of proteinaceous edema and increased inflammatory cells in the alveolar space. We previously found that endothelial progenitor cell (EPC) exosomes prevent endothelial dysfunction and lung injury in sepsis in part due to their encapsulation of miRNA-126. However, the effects of EPC exosomes in acute lung injury (ALI) remain unknown. METHODS: To determine if EPC exosomes would have beneficial effects in ALI, intratracheal administration of lipopolysaccharide (LPS) was used to induce ALI in mice. Lung permeability, inflammation, and the role of miRNA-126 in the alveolar-epithelial barrier function were examined. RESULTS: The intratracheal administration of EPC exosomes reduced lung injury following LPS-induced ALI at 24 and 48 h. Compared to placebo, intratracheal administration of EPC exosomes significantly reduced the cell number, protein concentration, and cytokines/chemokines in the bronchoalveolar lavage fluid (BALF), indicating a reduction in permeability and inflammation. Further, EPC exosomes reduced myeloperoxidase (MPO) activity, lung injury score, and pulmonary edema, demonstrating protection against lung injury. Murine fibroblast (NIH3T3) exosomes, which do not contain abundant miRNA-126, did not provide these beneficial effects. In human small airway epithelial cells (SAECs), we found that overexpression of miRNA-126-3p can target phosphoinositide-3-kinase regulatory subunit 2 (PIK3R2), while overexpression of miRNA-126-5p inhibits the inflammatory alarmin HMGB1 and permeability factor VEGFα. Interestingly, both miR-126-3p and 5p increase the expression of tight junction proteins suggesting a potential mechanism by which miRNA-126 may mitigate LPS-induced lung injury. CONCLUSIONS: Our data demonstrated that human EPC exosomes are beneficial in LPS-induced ALI mice, in part through the delivery of miRNA-126 into the injured alveolus.


Subject(s)
Acute Lung Injury/drug therapy , Endothelial Progenitor Cells/enzymology , Inflammation/physiopathology , Acute Lung Injury/physiopathology , Animals , Blotting, Western/methods , Exosomes/metabolism , HMGB1 Protein/metabolism , Inflammation/metabolism , Lipopolysaccharides/administration & dosage , Lipopolysaccharides/adverse effects , Mice , MicroRNAs/physiology , Peroxidase/metabolism , Peroxidase/physiology , Phosphatidylinositol 3-Kinases/metabolism , Real-Time Polymerase Chain Reaction/methods , Severity of Illness Index , Trachea/drug effects , Vascular Endothelial Growth Factor A/metabolism
9.
Mol Ther ; 26(5): 1375-1384, 2018 05 02.
Article in English | MEDLINE | ID: mdl-29599080

ABSTRACT

Microvascular dysfunction leads to multi-organ failure and mortality in sepsis. Our previous studies demonstrated that administration of exogenous endothelial progenitor cells (EPCs) confers protection in sepsis as evidenced by reduced vascular leakage, improved organ function, and increased survival. We hypothesize that EPCs protect the microvasculature through the exosomes-mediated transfer of microRNAs (miRNAs). Mice were rendered septic by cecal ligation and puncture (CLP), and EPC exosomes were administered intravenously at 4 hr after CLP. EPC exosomes treatment improved survival, suppressing lung and renal vascular leakage, and reducing liver and kidney dysfunction in septic mice. EPC exosomes attenuated sepsis-induced increases in plasma levels of cytokines and chemokine. Moreover, we determined miRNA contents of EPC exosomes with next-generation sequencing and found abundant miR-126-3p and 5p. We demonstrated that exosomal miR-126-5p and 3p suppressed LPS-induced high mobility group box 1 (HMGB1) and vascular cell adhesion molecule 1 (VCAM1) levels, respectively, in human microvascular endothelial cells (HMVECs). Inhibition of microRNA-126-5p and 3p through transfection with microRNA-126-5p and 3p inhibitors abrogated the beneficial effect of EPC exosomes. The inhibition of exosomal microRNA-126 failed to block LPS-induced increase in HMGB1 and VCAM1 protein levels in HMVECs and negated the protective effect of exosomes on sepsis survival. Thus, EPC exosomes prevent microvascular dysfunction and improve sepsis outcomes potentially through the delivery of miR-126.


Subject(s)
Endothelial Progenitor Cells/metabolism , Exosomes/metabolism , Sepsis/metabolism , Animals , Biomarkers , Capillary Permeability , Cell Line , Cytokines/metabolism , Disease Models, Animal , Endothelial Progenitor Cells/cytology , Humans , Mice , MicroRNAs/genetics , Organ Specificity , Prognosis , Sepsis/etiology , Sepsis/mortality
10.
Pediatr Crit Care Med ; 20(7): e333-e341, 2019 07.
Article in English | MEDLINE | ID: mdl-31162373

ABSTRACT

OBJECTIVES: Physiologic signals are typically measured continuously in the critical care unit, but only recorded at intermittent time intervals in the patient health record. Low frequency data collection may not accurately reflect the variability and complexity of these signals or the patient's clinical state. We aimed to characterize how increasing the temporal window size of observation from seconds to hours modifies the measured variability and complexity of basic vital signs. DESIGN: Retrospective analysis of signal data acquired between April 1, 2013, and September 30, 2015. SETTING: Critical care unit at The Hospital for Sick Children, Toronto. PATIENTS: Seven hundred forty-seven patients less than or equal to 18 years old (63,814,869 data values), within seven diagnostic/surgical groups. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Measures of variability (SD and the absolute differences) and signal complexity (multiscale sample entropy and detrended fluctuation analysis [expressed as the scaling component α]) were calculated for systolic blood pressure, heart rate, and oxygen saturation. The variability of all vital signs increases as the window size increases from seconds to hours at the patient and diagnostic/surgical group level. Significant differences in the magnitude of variability for all time scales within and between groups was demonstrated (p < 0.0001). Variability correlated negatively with patient age for heart rate and oxygen saturation, but positively with systolic blood pressure. Changes in variability and complexity of heart rate and systolic blood pressure from time of admission to discharge were found. CONCLUSIONS: In critically ill children, the temporal variability of physiologic signals supports higher frequency data capture, and this variability should be accounted for in models of patient state estimation.


Subject(s)
Blood Pressure , Data Collection , Heart Rate , Oxygen/blood , Patient Acuity , Adolescent , Age Factors , Child , Child, Preschool , Health Status , Humans , Infant , Infant, Newborn , Intensive Care Units, Pediatric , Retrospective Studies , Signal Processing, Computer-Assisted , Systole , Time Factors
11.
J Infect Dis ; 218(12): 1995-2005, 2018 11 05.
Article in English | MEDLINE | ID: mdl-30053030

ABSTRACT

Background: Pericytes are vascular mural cells and are embedded in the basement membrane of the microvasculature. Recent studies suggest a role for pericytes in lipopolysaccharide (LPS)-induced microvascular dysfunction and mortality, but the mechanisms of pericyte loss in sepsis are largely unknown. Methods: By using a cecal ligation and puncture (CLP)-induced murine model of sepsis, we observed that CLP led to lung and renal pericyte loss and reduced lung pericyte density and pericyte/endothelial cell (EC) coverage. Results: Up-regulated Friend leukemia virus integration 1 (Fli-1) messenger ribonucleic acid (RNA) and protein levels were found in lung pericytes from CLP mice in vivo and in LPS-stimulated lung pericytes in vitro. Knockout of Fli-1 in Foxd1-derived pericytes prevented CLP-induced pericyte loss, vascular leak, and improved survival. Disrupted Fli-1 expression by small interfering RNA inhibited LPS-induced inflammatory cytokines and chemokines in cultured lung pericytes. Furthermore, CLP-induced pericyte pyroptosis was mitigated in pericyte Fli-1 knockout mice. Conclusions: Our findings suggest that Fli-1 is a potential therapeutic target in sepsis.


Subject(s)
Pericytes/physiology , Proto-Oncogene Protein c-fli-1/metabolism , Sepsis/metabolism , Animals , Cecum , Cells, Cultured , Disease Models, Animal , Gene Expression Regulation , Inflammation/metabolism , Ligation , Lipopolysaccharides , Lung/cytology , Mice , Mice, Knockout , Pyroptosis , Sepsis/immunology , Up-Regulation
12.
Pediatr Crit Care Med ; 19(2): 115-124, 2018 02.
Article in English | MEDLINE | ID: mdl-29206728

ABSTRACT

OBJECTIVES: Define the distributions of heart rate and intraarterial blood pressure in children at admission to an ICU based on admission diagnosis and examine trends in these physiologic signs over 72 hours from admission (or to discharge if earlier). DESIGN: A retrospective analysis of continuously acquired signals. SETTING: A quaternary and primary referral children's hospital with a general PICU and cardiac critical care unit. PATIENTS: One thousand two hundred eighty-nine patients less than 18 years old were analyzed. Data from individual patient admissions were divided into 19 groups by primary admission diagnosis or surgical procedure. INTERVENTIONS: None. MEASUREMENT AND MAIN RESULTS: Distributions at admission are dependent on patient age and admission diagnosis (p < 10(-6)). Heart rate decreases over time, whereas arterial blood pressure is relatively stable, with differences seen in the directions and magnitude of these trends when analyzed by diagnosis group (p < 10(-6)). Multiple linear regression analysis shows that patient age, diagnosis group, and physiologic vital sign value at admission explain 50-63% of the variation observed for that physiologic signal at 72 hours (or at discharge if earlier) with admission value having the greatest influence. Furthermore, the variance of either heart rate or arterial blood pressure for the individual patient is smaller than the variance measured at the level of the group of patients with the same diagnosis. CONCLUSIONS: This is the first study reporting distributions of continuously measured physiologic variables and trends in their behavior according to admission diagnosis in critically ill children. Differences detected between and within diagnostic groups may aid in earlier recognition of outliers as well as allowing refinement of patient monitoring strategies.


Subject(s)
Critical Illness/epidemiology , Intensive Care Units, Pediatric/statistics & numerical data , Patient Admission/statistics & numerical data , Vital Signs , Adolescent , Child , Child, Preschool , Databases, Factual , Hospitalization/statistics & numerical data , Hospitals, Pediatric/statistics & numerical data , Humans , Infant , Length of Stay/statistics & numerical data , Retrospective Studies
13.
Clin Pulm Med ; 25(3): 79-83, 2018 May.
Article in English | MEDLINE | ID: mdl-30237689

ABSTRACT

Hospital readmissions are common and result in increased mortality and cost while reducing quality of life. Readmission rates have been subjected to increasing scrutiny in recent years as part of a larger effort to improve the quality and value of healthcare in the United States. Emerging evidence suggests that sepsis survivors are at high risk for hospital readmission and experience readmission rates comparable to survivors of congestive heart failure, acute myocardial infarction, pneumonia, and chronic obstructive pulmonary disease, diseases whose readmission rates determine reimbursement penalties from the federal government. In this article, we review the unique challenges that sepsis survivors face as well as the patient-level and hospital-level risk factors that are known to be associated with hospital readmission after sepsis survival. Additionally, we identify the causes and outcomes of readmissions in this population before concluding with a discussion of readmission prevention strategies and future directions.

14.
Crit Care Med ; 44(2): 319-27, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26496452

ABSTRACT

OBJECTIVE: Administrative data are used for research, quality improvement, and health policy in severe sepsis. However, there is not a sepsis-specific tool applicable to administrative data with which to adjust for illness severity. Our objective was to develop, internally validate, and externally validate a severe sepsis mortality prediction model and associated mortality prediction score. DESIGN: Retrospective cohort study using 2012 administrative data from five U.S. states. Three cohorts of patients with severe sepsis were created: 1) International Classification of Diseases, 9th Revision, Clinical Modification codes for severe sepsis/septic shock, 2) Martin approach, and 3) Angus approach. The model was developed and internally validated in International Classification of Diseases, 9th Revision, Clinical Modification, cohort and externally validated in other cohorts. Integer point values for each predictor variable were generated to create a sepsis severity score. SETTING: Acute care, nonfederal hospitals in New York, Maryland, Florida, Michigan, and Washington. SUBJECTS: Patients in one of three severe sepsis cohorts: 1) explicitly coded (n = 108,448), 2) Martin cohort (n = 139,094), and 3) Angus cohort (n = 523,637) INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Maximum likelihood estimation logistic regression to develop a predictive model for in-hospital mortality. Model calibration and discrimination assessed via Hosmer-Lemeshow goodness-of-fit and C-statistics, respectively. Primary cohort subset into risk deciles and observed versus predicted mortality plotted. Goodness-of-fit demonstrated p value of more than 0.05 for each cohort demonstrating sound calibration. C-statistic ranged from low of 0.709 (sepsis severity score) to high of 0.838 (Angus cohort), suggesting good to excellent model discrimination. Comparison of observed versus expected mortality was robust although accuracy decreased in highest risk decile. CONCLUSIONS: Our sepsis severity model and score is a tool that provides reliable risk adjustment for administrative data.


Subject(s)
Critical Care , Models, Theoretical , Sepsis/mortality , Severity of Illness Index , Age Factors , Aged , Aged, 80 and over , Comorbidity , Female , Humans , Insurance, Health , International Classification of Diseases , Likelihood Functions , Logistic Models , Male , Middle Aged , Racial Groups , Reproducibility of Results , Retrospective Studies , Risk Assessment , Sex Factors , United States
15.
N Engl J Med ; 377(23): 2297-8, 2017 12 07.
Article in English | MEDLINE | ID: mdl-29215221
16.
Crit Care Med ; 43(4): 738-46, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25746745

ABSTRACT

OBJECTIVE: To determine the frequency, mortality, cost, and risk factors associated with readmission after index hospitalization with severe sepsis. DESIGN: Observational cohort study of Healthcare Cost and Utilization Project data. SETTING: All nonfederal hospitals in three U.S. states. PATIENTS: Severe sepsis survivors (n = 43,452) in the first two quarters of 2011. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We measured readmission rates and the associated cost and mortality of readmissions in severe sepsis survivors. We used multivariable logistic regression to identify patient and hospitalization characteristics associated with readmission. Of 43,452 sepsis survivors, 26% required readmission within 30 days and 48% within 180 days. The cumulative mortality rate of sepsis survivors attributed to readmissions was 8%, and the estimated cost was over $1.1 billion. Among survivors, 25% required multiple readmissions within 180 days and accounted for 77% of all readmissions. Age younger than 80 years (odds ratio, 1.14; 95% CI, 1.08-1.21), black race (odds ratio, 1.18; 95% CI, 1.10-1.26), and Medicare or Medicaid payor status (odds ratio, 1.21; 95% CI, 1.13-1.30; odds ratio, 1.34; 95% CI, 1.23-1.46, respectively) were associated with greater odds of 30-day readmission while female gender was associated with reduced odds (odds ratio, 0.92; 95% CI, 0.87-0.96). Comorbidities including malignancy (odds ratio, 1.34; 95% CI, 1.24-1.45), collagen vascular disease (odds ratio, 1.30; 95% CI, 1.15-1.46), chronic kidney disease (odds ratio, 1.24; 95% CI, 1.18-1.31), liver disease (odds ratio, 1.22; 95% CI, 1.11-1.34), congestive heart failure (odds ratio, 1.14; 95% CI, 1.08-1.19), lung disease (odds ratio, 1.12; 95% CI, 1.06-1.18), and diabetes (odds ratio, 1.12; 95% CI, 1.07-1.17) were associated with greater odds of 30-day readmission. Index hospitalization characteristics including longer length of stay, discharge to a care facility, higher hospital annual severe sepsis case volume, and higher hospital sepsis mortality rate were also positively associated with readmission rates. CONCLUSION: The 30-day and 180-day readmissions are common in sepsis survivors with significant resultant cost and mortality. Patient sociodemographics and comorbidities as well as index hospitalization characteristics are associated with 30-day readmission rates.


Subject(s)
Patient Readmission/statistics & numerical data , Sepsis/therapy , Aged , Cohort Studies , Comorbidity , Costs and Cost Analysis , Data Collection/methods , Female , Hospitalization/statistics & numerical data , Humans , Male , Medicaid , Medicare , Patient Readmission/economics , Regression Analysis , Retrospective Studies , Risk Factors , Sepsis/mortality , Sex Factors , Time Factors , United States
18.
Crit Care ; 19: 440, 2015 Dec 18.
Article in English | MEDLINE | ID: mdl-26683209

ABSTRACT

BACKGROUND: Endothelial dysfunction plays a critical role in the development of sepsis-related organ failure; however, the mechanisms that govern its development are not fully understood. Endothelial progenitor cells (EPCs) reduce vascular leak and organ failure in experimental sepsis while modulating plasma expression of microRNA (miRNA). MicroRNAs are small, noncoding segments of RNA that regulate gene expression and are known to modulate endothelial cell function and inflammatory signaling pathways. We hypothesized that miRNA may play an etiologic role in the endothelial dysfunction of sepsis and that their extracellular expression levels would be altered in those with shock. METHODS: Thirteen miRNAs were identified by literature search and analysis of the contents of human EPC-derived exosomes using real-time PCR. Plasma samples were obtained from patients within 24 hours of their admission to ICUs with severe sepsis (n = 62) and from healthy controls (n = 32) and real-time PCR was used to measure the expression of the candidate miRNAs. The Wilcoxon rank sum test was used to compare expression levels of the 13 candidate miRNAs in septic patients with (n = 29) and without (n = 33) shock while logistic regression was used to determine the area under the curve for associations between miRNA expression and shock. Bioinformatic analyses using miRNA databases were performed to identify pathways and gene targets of differentially expressed miRNA with potential relevance to sepsis-related shock. RESULTS: MiRNA-34a expression was significantly increased in the group who developed shock (p = 0.03) while miR-15a and miR-27a expressions were significantly decreased in this group (p = 0.006 and 0.03, respectively). The combined expression of these three miRNAs predicted shock with an area under the curve of 0.78 (95 % CI 0.66-0.90). In silico analyses predict that these three miRNAs regulate genes involved in endothelial cell cycle, apoptosis, VEGF signaling, LPS-stimulated MAPK signaling, and nuclear factor kappa B signaling. CONCLUSIONS: The plasma levels of miRNA are altered in patients with severe sepsis complicated by shock and may offer prognostic value as well as insights into the mechanisms of endothelial dysfunction in sepsis.


Subject(s)
MicroRNAs/analysis , Shock, Septic/pathology , Adult , Endothelial Cells/metabolism , Female , Humans , Male , MicroRNAs/blood , Middle Aged , Plasma/metabolism , Prognosis , Shock, Septic/complications , Shock, Septic/etiology , Shock, Septic/metabolism
19.
Am J Respir Crit Care Med ; 189(12): 1509-19, 2014 Jun 15.
Article in English | MEDLINE | ID: mdl-24707934

ABSTRACT

RATIONALE: Endothelial progenitor cells (EPCs) have been associated with human sepsis but their role is incompletely understood. Stromal cell-derived factor (SDF)-1α facilitates EPC recruitment and is elevated in murine sepsis models. Previous studies have demonstrated that the SDF-1α analog CTCE-0214 (CTCE) is beneficial in polymicrobial sepsis induced by cecal ligation and puncture (CLP) in mice. OBJECTIVES: We hypothesized that exogenously administered EPCs are also beneficial in CLP sepsis and that CTCE provides synergistic benefit. METHODS: Mice were subjected to CLP and administered EPCs at varying doses, CTCE, or a combination of the two. Mouse survival, plasma miRNA expression, IL-10 production, and lung vascular leakage were determined. The in vitro effect of CTCE on miRNA expression and EPC function were determined. MEASUREMENTS AND MAIN RESULTS: Survival was improved with EPC therapy at a threshold of 10(6) cells. In coculture studies, EPCs augmented LPS-induced macrophage IL-10 production. In vivo EPC administration in sepsis increased plasma IL-10, suppressed lung vascular leakage, attenuated liver and kidney injury, and augmented miR-126 and -125b expression, which regulate endothelial cell function and/or inflammation. When subthreshold numbers of EPCs were coadministered with CTCE in CLP mice they synergistically improved survival. We demonstrated that CTCE recruits endogenous EPCs in septic mice. In in vitro analysis, CTCE enhanced EPC proliferation, angiogenesis, and prosurvival signaling while inhibiting EPC senescence. These cellular effects were, in part, explained by the effect of CTCE on miR-126, -125b, -34a, and -155 expression in EPCs. CONCLUSIONS: EPCs and CTCE represent important potential therapeutic strategies in sepsis.


Subject(s)
Anti-Inflammatory Agents/therapeutic use , Chemokine CXCL12/therapeutic use , Cord Blood Stem Cell Transplantation , Endothelial Cells/transplantation , Sepsis/therapy , Animals , Anti-Inflammatory Agents/pharmacology , Biomarkers/metabolism , Chemokine CXCL12/pharmacology , Combined Modality Therapy , Endothelial Cells/drug effects , Humans , Interleukin-10/metabolism , Male , Mice , MicroRNAs/metabolism , Sepsis/immunology , Sepsis/metabolism , Sepsis/mortality , Stem Cells/drug effects , Treatment Outcome
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