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1.
Infection ; 2024 Jun 19.
Article in English | MEDLINE | ID: mdl-38896372

ABSTRACT

PURPOSE: There is evidence that lower activity of the RAF/MEK/ERK network is associated with positive outcomes in mild and moderate courses of COVID-19. The effect of this cascade in COVID-19 sepsis is still undetermined. Therefore, we tested the hypothesis that activity of the RAF/MEK/ERK network in COVID-19-induced sepsis is associated with an impact on 30-day survival. METHODS: We used biomaterial from 81 prospectively recruited patients from the multicentric CovidDataNet.NRW-study cohort (German clinical trial registry: DRKS00026184) with their collected medical history, vital signs, laboratory parameters, microbiological findings and patient outcome. ERK activity was measured by evaluating ERK phosphorylation using a Proximity Ligation Assay. RESULTS: An increased ERK activity at 4 days after diagnosis of COVID-19-induced sepsis was associated with a more than threefold increased chance of survival in an adjusted Cox regression model. ERK activity was independent of other confounders such as Charlson Comorbidity Index or SOFA score (HR 0.28, 95% CI 0.10-0.84, p = 0.02). CONCLUSION: High activity of the RAF/MEK/ERK network during the course of COVID-19 sepsis is a protective factor and may indicate recovery of the immune system. Further studies are needed to confirm these results.

2.
Immunity ; 40(1): 66-77, 2014 Jan 16.
Article in English | MEDLINE | ID: mdl-24412613

ABSTRACT

Acute intestinal inflammation involves early accumulation of neutrophils (PMNs) followed by either resolution or progression to chronic inflammation. Based on recent evidence that mucosal metabolism influences disease outcomes, we hypothesized that transmigrating PMNs influence the transcriptional profile of the surrounding mucosa. Microarray studies revealed a cohort of hypoxia-responsive genes regulated by PMN-epithelial crosstalk. Transmigrating PMNs rapidly depleted microenvironmental O2 sufficiently to stabilize intestinal epithelial cell hypoxia-inducible factor (HIF). By utilizing HIF reporter mice in an acute colitis model, we investigated the relative contribution of PMNs and the respiratory burst to "inflammatory hypoxia" in vivo. CGD mice, lacking a respiratory burst, developed accentuated colitis compared to control, with exaggerated PMN infiltration and diminished inflammatory hypoxia. Finally, pharmacological HIF stabilization within the mucosa protected CGD mice from severe colitis. In conclusion, transcriptional imprinting by infiltrating neutrophils modulates the host response to inflammation, via localized O2 depletion, resulting in microenvironmental hypoxia and effective inflammatory resolution.


Subject(s)
Colitis/immunology , Hypoxia/immunology , Mucous Membrane/metabolism , Neutrophils/pathology , Animals , Cell Communication , Cell Movement , Cells, Cultured , Cellular Microenvironment , Colitis/chemically induced , Colon/pathology , Disease Models, Animal , Hypoxia/chemically induced , Hypoxia-Inducible Factor 1/metabolism , Membrane Glycoproteins/genetics , Mice , Mice, Inbred C57BL , Mice, Knockout , Microarray Analysis , Mucous Membrane/pathology , NADPH Oxidase 2 , NADPH Oxidases/genetics , Oxidative Stress , Oxygen/metabolism , Protein Stability/drug effects , Transendothelial and Transepithelial Migration
3.
Crit Care ; 24(1): 701, 2021 01 04.
Article in English | MEDLINE | ID: mdl-33397427

ABSTRACT

BACKGROUND: Extracorporeal membrane oxygenation (ECMO) support in acute respiratory failure may be lifesaving, but bleeding and thromboembolic complications are common. The optimal anticoagulation strategy balancing these factors remains to be determined. This retrospective study compared two institutional anticoagulation management strategies focussing on oxygenator changes and both bleeding and thromboembolic events. METHODS: We conducted a retrospective observational cohort study between 04/2015 and 02/2020 in two ECMO referral centres in Germany in patients receiving veno-venous (VV)-ECMO support for acute respiratory failure for > 24 h. One centre routinely applied low-dose heparinization aiming for a partial thromboplastin time (PTT) of 35-40 s and the other routinely used a high-dose therapeutic heparinization strategy aiming for an activated clotting time (ACT) of 140-180 s. We assessed number of and time to ECMO oxygenator changes, 15-day freedom from oxygenator change, major bleeding events, thromboembolic events, 30-day ICU mortality, activated clotting time and partial thromboplastin time and administration of blood products. Primary outcome was the occurrence of oxygenator changes depending on heparinization strategy; main secondary outcomes were the occurrence of severe bleeding events and occurrence of thromboembolic events. The transfusion strategy was more liberal in the low-dose centre. RESULTS: Of 375 screened patients receiving VV-ECMO support, 218 were included in the analysis (117 high-dose group; 101 low-dose group). Disease severity measured by SAPS II score was 46 (IQR 36-57) versus 47 (IQR 37-55) and ECMO runtime was 8 (IQR 5-12) versus 11 (IQR 7-17) days (P = 0.003). There were 14 oxygenator changes in the high-dose group versus 48 in the low-dose group. Freedom from oxygenator change at 15 days was 73% versus 55% (adjusted HR 3.34 [95% confidence interval 1.2-9.4]; P = 0.023). Severe bleeding events occurred in 23 (19.7%) versus 14 (13.9%) patients (P = 0.256) and thromboembolic events occurred in 8 (6.8%) versus 19 (19%) patients (P = 0.007). Mortality at 30 days was 33.3% versus 30.7% (P = 0.11). CONCLUSIONS: In this retrospective study, ECMO management with high-dose heparinization was associated with lower rates of oxygenator changes and thromboembolic events when compared to a low-dose heparinization strategy. Prospective, randomized trials are needed to determine the optimal anticoagulation strategy in patients receiving ECMO support.


Subject(s)
Anticoagulants/administration & dosage , Respiratory Insufficiency/therapy , Treatment Outcome , Adult , Anticoagulants/therapeutic use , Blood Coagulation/drug effects , Blood Coagulation Tests/methods , Cohort Studies , Extracorporeal Membrane Oxygenation/methods , Extracorporeal Membrane Oxygenation/statistics & numerical data , Female , Germany , Humans , Male , Middle Aged , Organ Dysfunction Scores , Respiratory Insufficiency/physiopathology , Retrospective Studies , Simplified Acute Physiology Score
4.
Mediators Inflamm ; 2020: 8294342, 2020.
Article in English | MEDLINE | ID: mdl-32617075

ABSTRACT

Sepsis is associated with a strong inflammatory reaction triggering a complex and prolonged immune response. Septic patients have been shown to develop sustained immunosuppression due to a reduced responsiveness of leukocytes to pathogens. Changes in cellular metabolism of leukocytes have been linked to this phenomenon and contribute to the ongoing immunological derangement. However, the underlying mechanisms of these phenomena are incompletely understood. In cell culture models, we mimicked LPS tolerance conditions to provide evidence that epigenetic modifications account for monocyte metabolic changes which cause immune paralysis in restimulated septic monocytes. In detail, we observed differential methylation of CpG sites related to metabolic activity in human PBMCs 18 h after septic challenge. The examination of changes in immune function and metabolic pathways was performed in LPS-tolerized monocytic THP-1 cells. Passaged THP-1 cells, inheriting initial LPS challenge, presented with dysregulation of cytokine expression and oxygen consumption for up to 7 days after the initial LPS treatment. Proinflammatory cytokine concentrations of TNFα and IL1ß were significantly suppressed following a second LPS challenge (p < 0.001) on day 7 after first LPS stimulation. However, the analysis of cellular metabolism did not reveal any noteworthy alterations between tolerant and nontolerant THP-1 monocytes. No quantitative differences in ATP and NADH synthesis or participating enzymes of energy metabolism occurred. Our data demonstrate that the function and epigenetic modifications of septic and tolerized monocytes can be examined in vitro with the help of our LPS model. Changes in CpG site methylation and monocyte function point to a correlation between epigenetic modification in metabolic pathways and reduced monocyte function under postseptic conditions.


Subject(s)
Endotoxins/pharmacology , Leukocytes, Mononuclear/drug effects , Leukocytes, Mononuclear/metabolism , Adenosine Triphosphate/metabolism , Cell Line , Cells, Cultured , Enzyme-Linked Immunosorbent Assay , Healthy Volunteers , Humans , Lactic Acid/metabolism , Lipopolysaccharides/pharmacology , NAD/metabolism , Real-Time Polymerase Chain Reaction , THP-1 Cells
6.
FASEB J ; 29(1): 208-15, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25326537

ABSTRACT

There is interest in understanding post-translational modifications of proteins in inflammatory disease. Neddylation is the conjugation of the molecule neural precursor cell expressed, developmentally down-regulated 8 (NEDD8) to promote protein stabilization. Cullins are a family of NEDD8 targets important in the stabilization and degradation of proteins, such as hypoxia-inducible factor (HIF; via Cullin-2). Here, we elucidate the role of human deneddylase-1 (DEN-1, also called SENP8) in inflammatory responses in vitro and in vivo and define conditions for targeting neddylation in models of mucosal inflammation. HIF provides protection in inflammatory models, so we examined the contribution of DEN-1 to HIF stabilization. Pharmacologic targeting of neddylation activity with MLN4924 (IC50, 4.7 nM) stabilized HIF-1α, activated HIF promoter activity by 2.5-fold, and induced HIF-target genes in human epithelial cells up to 5-fold. Knockdown of DEN-1 in human intestinal epithelial cells resulted in increased kinetics in barrier formation, decreased permeability, and enhanced barrier restitution by 2 ± 0.5-fold. Parallel studies in vivo revealed that MLN4924 abrogated disease severity in murine dextran sulfate sodium colitis, including weight loss, colon length, and histologic severity. We conclude that DEN-1 is a regulator of cullin neddylation and fine-tunes the inflammatory response in vitro and in vivo. Pharmacologic inhibition of cullin neddylation may provide a therapeutic opportunity in mucosal inflammatory disease.


Subject(s)
Cullin Proteins/metabolism , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Inflammatory Bowel Diseases/metabolism , Inflammatory Bowel Diseases/prevention & control , Animals , Cell Line , Cullin Proteins/antagonists & inhibitors , Cyclopentanes/pharmacology , Disease Models, Animal , Endopeptidases/genetics , Endopeptidases/metabolism , Gene Knockdown Techniques , HeLa Cells , Humans , Hypoxia-Inducible Factor 1, alpha Subunit/genetics , Inflammatory Bowel Diseases/pathology , Intestinal Mucosa/metabolism , Intestinal Mucosa/pathology , Metabolic Networks and Pathways , Mice, Inbred C57BL , NEDD8 Protein , Protease Inhibitors/pharmacology , Protein Stability , Pyrimidines/pharmacology , Ubiquitins/metabolism
7.
J Immunol ; 192(3): 1267-76, 2014 Feb 01.
Article in English | MEDLINE | ID: mdl-24367025

ABSTRACT

Cytokines secreted at sites of inflammation impact the onset, progression, and resolution of inflammation. In this article, we investigated potential proresolving mechanisms of IFN-γ in models of inflammatory bowel disease. Guided by initial microarray analysis, in vitro studies revealed that IFN-γ selectively induced the expression of IL-10R1 on intestinal epithelia. Further analysis revealed that IL-10R1 was expressed predominantly on the apical membrane of polarized epithelial cells. Receptor activation functionally induced canonical IL-10 target gene expression in epithelia, concomitant with enhanced barrier restitution. Furthermore, knockdown of IL-10R1 in intestinal epithelial cells results in impaired barrier function in vitro. Colonic tissue isolated from murine colitis revealed that levels of IL-10R1 and suppressor of cytokine signaling 3 were increased in the epithelium and coincided with increased tissue IFN-γ and IL-10 cytokines. In parallel, studies showed that treatment of mice with rIFN-γ was sufficient to drive expression of IL-10R1 in the colonic epithelium. Studies of dextran sodium sulfate colitis in intestinal epithelial-specific IL-10R1-null mice revealed a remarkable increase in disease susceptibility associated with increased intestinal permeability. Together, these results provide novel insight into the crucial and underappreciated role of epithelial IL-10 signaling in the maintenance and restitution of epithelial barrier and of the temporal regulation of these pathways by IFN-γ.


Subject(s)
Epithelial Cells/metabolism , Interferon-gamma/pharmacology , Interleukin-10 Receptor alpha Subunit/biosynthesis , Interleukin-10/physiology , Intestinal Mucosa/metabolism , Animals , Cell Line , Cell Polarity , Colitis/chemically induced , Colitis/metabolism , Cytokines/biosynthesis , Cytokines/genetics , Dextran Sulfate/toxicity , Dextrans/pharmacokinetics , Epithelial Cells/drug effects , Epithelial Cells/ultrastructure , Fluorescein-5-isothiocyanate/analogs & derivatives , Fluorescein-5-isothiocyanate/pharmacokinetics , Gene Expression Regulation , Humans , Interferon-gamma/biosynthesis , Interferon-gamma/genetics , Interferon-gamma/physiology , Interleukin-10 Receptor alpha Subunit/genetics , Mice , Mice, Inbred C57BL , Permeability , Recombinant Proteins/pharmacology , STAT3 Transcription Factor/metabolism , Suppressor of Cytokine Signaling 3 Protein , Suppressor of Cytokine Signaling Proteins/biosynthesis , Suppressor of Cytokine Signaling Proteins/genetics
8.
Proc Natl Acad Sci U S A ; 110(49): 19820-5, 2013 Dec 03.
Article in English | MEDLINE | ID: mdl-24248342

ABSTRACT

Mucosal surfaces of the lower gastrointestinal tract are subject to frequent, pronounced fluctuations in oxygen tension, particularly during inflammation. Adaptive responses to hypoxia are orchestrated largely by the hypoxia-inducible transcription factors (HIFs). As HIF-1α and HIF-2α are coexpressed in mucosal epithelia that constitute the barrier between the lumen and the underlying immune milieu, we sought to define the discrete contribution of HIF-1 and HIF-2 transactivation pathways to intestinal epithelial cell homeostasis. The present study identifies creatine kinases (CKs), key metabolic enzymes for rapid ATP generation via the phosphocreatine-creatine kinase (PCr/CK) system, as a unique gene family that is coordinately regulated by HIF. Cytosolic CKs are expressed in a HIF-2-dependent manner in vitro and localize to apical intestinal epithelial cell adherens junctions, where they are critical for junction assembly and epithelial integrity. Supplementation with dietary creatine markedly ameliorated both disease severity and inflammatory responses in colitis models. Further, enzymes of the PCr/CK metabolic shuttle demonstrate dysregulated mucosal expression in a subset of ulcerative colitis and Crohn disease patients. These findings establish a role for HIF-regulated CK in epithelial homeostasis and reveal a fundamental link between cellular bioenergetics and mucosal barrier.


Subject(s)
Aryl Hydrocarbon Receptor Nuclear Translocator/metabolism , Cell Hypoxia/physiology , Colitis/metabolism , Creatine Kinase/metabolism , Creatine/metabolism , Gene Expression Regulation, Enzymologic/physiology , Signal Transduction/physiology , Analysis of Variance , Blotting, Western , Chromatography, High Pressure Liquid , DNA Primers/genetics , Flow Cytometry , Fluorescent Antibody Technique , Gene Expression Regulation, Enzymologic/genetics , Gene Knockdown Techniques , Humans , Immunoprecipitation , Polymerase Chain Reaction
9.
FASEB J ; 28(1): 256-64, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24029533

ABSTRACT

Hypoxia has been widely implicated in many pathological conditions, including those associated with inflammation and tumorigenesis. A number of recent studies have implicated hypoxia in the control of vasculogenesis and permeability, the basis for which is not fully understood. Here we examine the transcriptional regulation of angiogenesis and permeability by hypoxia in endothelial cells. Guided by a global profiling approach in cultured endothelial cells, these studies revealed the selective induction of human gravin (protein kinase A anchoring protein 12) by hypoxia. Analysis of the cloned gravin promoter identified a functional hypoxia-responsive region including 2 binding sites for hypoxia-inducible factor (HIF). Site-directed mutagenesis identified the most distal HIF-binding site as essential for the induction of gravin by hypoxia. Further studies examining gravin gain and loss of function confirmed strong dependence of gravin in control of microvascular endothelial tube formation, wherein gravin functions as a "braking" system for angiogenesis. Additional studies in confluent endothelia revealed that gravin functionally couples to control endothelial barrier function in response to protein kinase A (PKA) agonists. Taken together, these results demonstrate transcriptional coordination of gravin by HIF-1α and amplified PKA-dependent endothelial responses. These findings provide an important link between hypoxia and metabolic conditions associated with inflammation and angiogenesis.


Subject(s)
A Kinase Anchor Proteins/metabolism , Cell Cycle Proteins/metabolism , Hypoxia-Inducible Factor 1/metabolism , A Kinase Anchor Proteins/genetics , Cell Cycle Proteins/genetics , Cell Hypoxia/genetics , Cell Hypoxia/physiology , Cell Line , Humans , Hypoxia-Inducible Factor 1/genetics , Hypoxia-Inducible Factor 1, alpha Subunit/genetics , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Mutagenesis, Site-Directed
10.
J Immunol ; 190(1): 392-400, 2013 Jan 01.
Article in English | MEDLINE | ID: mdl-23209320

ABSTRACT

A deeper understanding of the mechanisms that control responses to inflammation is critical to the development of effective therapies. We sought to define the most proximal regulators of the Cullin (Cul)-RING ligases, which play a central role in the stabilization of NF-κB and hypoxia-inducible factor (HIF). In these studies, we identify the human deneddylase-1 (SENP8) as a key regulator of Cul neddylation response in vitro and in vivo. Using human microvascular endothelial cells (HMECs), we examined inflammatory responses to LPS or TNF-α by assessing Cul neddylation status, NF-κB and HIF-1α stabilization, and inflammatory cytokine secretion. HMECs with an intact neddylation pathway showed a time-dependent induction of Cul-1 neddylation, nuclear translocation of NF-κB, stabilization of HIF-1α, and increased NF-κB/HIF-α promoter activity in response to LPS. HMECs lacking SENP8 were unable to neddylate Cul-1 and subsequently were unable to activate NF-κB or HIF-1α. Pharmacological targeting of neddylation (MLN4924) significantly abrogated NF-κB responses, induced HIF-1α promoter activity, and reduced secretion of TNF-α-elicited proinflammatory cytokines. MLN4924 stabilized HIF and abrogated proinflammatory responses while maintaining anti-inflammatory IL-10 responses in vivo following LPS administration. These studies identify SENP8 as a proximal regulator of Cul neddylation and provide an important role for SENP8 in fine-tuning the inflammatory response. Moreover, our findings provide feasibility for therapeutic targeting of the Culs during inflammation.


Subject(s)
Cullin Proteins/physiology , Endopeptidases/physiology , Endothelium, Vascular/enzymology , Endothelium, Vascular/immunology , Inflammation Mediators/physiology , Ubiquitins/physiology , Cells, Cultured , Cullin Proteins/metabolism , Endopeptidases/deficiency , Endopeptidases/genetics , Endothelium, Vascular/cytology , Enzyme Precursors/metabolism , Enzyme Precursors/physiology , Human Umbilical Vein Endothelial Cells , Humans , Microcirculation/immunology , NEDD8 Protein , Ubiquitins/metabolism
11.
Hepatology ; 58(5): 1766-78, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23703920

ABSTRACT

UNLABELLED: Ischemia and reperfusion-elicited tissue injury contributes to morbidity and mortality of hepatic surgery and during liver transplantation. Previous studies implicated extracellular adenosine signaling in liver protection. Based on the notion that extracellular adenosine signaling is terminated by uptake from the extracellular towards the intracellular compartment by way of equilibrative nucleoside transporters (ENTs), we hypothesized a functional role of ENTs in liver protection from ischemia. During orthotopic liver transplantation in humans, we observed higher expressional levels of ENT1 than ENT2, in conjunction with repression of ENT1 and ENT2 transcript and protein levels following warm ischemia and reperfusion. Treatment with the pharmacologic ENT inhibitor dipyridamole revealed elevations of hepatic adenosine levels and robust liver protection in a murine model of liver ischemia and reperfusion. Studies in gene-targeted mice for Ent1 or Ent2 demonstrated selective protection from liver injury in Ent1(-/-) mice. Treatment with selective adenosine receptor antagonists indicated a contribution of Adora2b receptor signaling in ENT-dependent liver protection. CONCLUSION: These findings implicate ENT1 in liver protection from ischemia and reperfusion injury and suggest ENT inhibitors may be of benefit in the prevention or treatment of ischemic liver injury.


Subject(s)
Adenosine/physiology , Equilibrative Nucleoside Transporter 1/physiology , Liver/blood supply , Reperfusion Injury/prevention & control , Animals , Dipyridamole/pharmacology , Equilibrative-Nucleoside Transporter 2/physiology , Humans , Hypoxia-Inducible Factor 1, alpha Subunit/physiology , Liver Transplantation , Mice , Mice, Inbred C57BL , Receptor, Adenosine A2B/physiology
12.
FASEB J ; 27(6): 2207-19, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23413361

ABSTRACT

Acute lung injury (ALI) is characterized by alveolar injury and uncontrolled inflammation. Since most cases of ALI resolve spontaneously, understanding the endogenous mechanisms that promote ALI resolution is important to developing effective therapies. Previous studies have implicated extracellular adenosine signaling in tissue adaptation and wound healing. Therefore, we hypothesized a functional contribution for the endogenous production of adenosine during ALI resolution. As a model, we administered intratracheal LPS and observed peak lung injury at 3 d, with resolution by d 14. Treatment with pegylated adenosine-deaminase to enhance extracellular adenosine breakdown revealed impaired ALI resolution. Similarly, genetic deletion of cd73, the pacemaker for extracellular adenosine generation, was associated with increased mortality (0% wild-type and 40% in cd73(-/-) mice; P<0.05) and failure to resolve ALI adequately. Studies of inflammatory cell trafficking into the lungs during ALI resolution revealed that regulatory T cells (Tregs) express the highest levels of CD73. While Treg numbers in cd73(-/-) mice were similar to controls, cd73-deficient Tregs had attenuated immunosuppressive functions. Moreover, adoptive transfer of cd73-deficient Tregs into Rag(-/-) mice emulated the observed phenotype in cd73(-/-) mice, while transfer of wild-type Tregs was associated with normal ALI resolution. Together, these studies implicate CD73-dependent adenosine generation in Tregs in promoting ALI resolution.


Subject(s)
5'-Nucleotidase/physiology , Acute Lung Injury/immunology , Acute Lung Injury/metabolism , Adenosine/physiology , T-Lymphocytes, Regulatory/enzymology , T-Lymphocytes, Regulatory/immunology , 5'-Nucleotidase/deficiency , Acute Lung Injury/pathology , Adenosine/deficiency , Adenosine Deaminase/administration & dosage , Adoptive Transfer , Animals , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Lipopolysaccharides/toxicity , Male , Mice , Mice, 129 Strain , Mice, Inbred C57BL , Mice, Knockout , Signal Transduction , T-Lymphocytes, Regulatory/pathology
13.
J Crit Care ; 83: 154831, 2024 May 25.
Article in English | MEDLINE | ID: mdl-38797056

ABSTRACT

PURPOSE: To assess the prevalence and relevance of invasive fungal disease (IFD) during veno-arterial (V-A) extracorporeal membrane oxygenation (ECMO). METHODS: Retrospective analysis from January 2013 to November 2023 of adult V-A ECMO cases at a German University Hospital. Parameters relating to IFD, demographics, length of stay (LoS), days on ECMO and mechanical ventilation, prognostic scores and survival were assessed. Multivariable logistic regression analyses with IFD and death as dependent variables were performed. Outcome was assessed after propensity score matching IFD-patients to non-IFD-controls. RESULTS: 421 patients received V-A ECMO. 392 patients with full electronic datasets were included. The prevalence of IFD, invasive candidiasis and probable invasive pulmonary aspergillosis was 4.6%, 3.8% and 1.0%. Severity of acute disease, pre-existing moderate-to-severe renal disease and continuous kidney replacement therapy were predictive of IFD. In-hospital mortality (94% (17/18) compared to 67% (252/374) in non-IFD patients (p = 0.0156)) was predicted by female sex, SOFA score at admission, SAVE score and IFD (for IFD: OR: 8.31; CI: 1.60-153.18; p: 0.044). There was no difference in outcome after matching IFD-cases to non-IFD-controls. CONCLUSIONS: IFD are detected in about one in 20 patients on V-A ECMO, indicating mortality >90%. However, IFD do not contribute to prognosis in this population.

14.
PLoS One ; 19(3): e0300739, 2024.
Article in English | MEDLINE | ID: mdl-38547245

ABSTRACT

INTRODUCTION: An increasing amount of longitudinal health data is available on critically ill septic patients in the age of digital medicine, including daily sequential organ failure assessment (SOFA) score measurements. Thus, the assessment in sepsis focuses increasingly on the evaluation of the individual disease's trajectory. Machine learning (ML) algorithms may provide a promising approach here to improve the evaluation of daily SOFA score dynamics. We tested whether ML algorithms can outperform the conventional ΔSOFA score regarding the accuracy of 30-day mortality prediction. METHODS: We used the multicentric SepsisDataNet.NRW study cohort that prospectively enrolled 252 sepsis patients between 03/2018 and 09/2019 for training ML algorithms, i.e. support vector machine (SVM) with polynomial kernel and artificial neural network (aNN). We used the Amsterdam UMC database covering 1,790 sepsis patients for external and independent validation. RESULTS: Both SVM (AUC 0.84; 95% CI: 0.71-0.96) and aNN (AUC 0.82; 95% CI: 0.69-0.95) assessing the SOFA scores of the first seven days led to a more accurate prognosis of 30-day mortality compared to the ΔSOFA score between day 1 and 7 (AUC 0.73; 95% CI: 0.65-0.80; p = 0.02 and p = 0.05, respectively). These differences were even more prominent the shorter the time interval considered. Using the SOFA scores of day 1 to 3 SVM (AUC 0.82; 95% CI: 0.68 0.95) and aNN (AUC 0.80; 95% CI: 0.660.93) led to a more accurate prognosis of 30-day mortality compared to the ΔSOFA score (AUC 0.66; 95% CI: 0.58-0.74; p < 0.01 and p < 0.01, respectively). Strikingly, all these findings could be confirmed in the independent external validation cohort. CONCLUSIONS: The ML-based algorithms using daily SOFA scores markedly improved the accuracy of mortality compared to the conventional ΔSOFA score. Therefore, this approach could provide a promising and automated approach to assess the individual disease trajectory in sepsis. These findings reflect the potential of incorporating ML algorithms as robust and generalizable support tools on intensive care units.


Subject(s)
Organ Dysfunction Scores , Sepsis , Humans , Retrospective Studies , Intensive Care Units , Machine Learning , Sepsis/diagnosis , Prognosis , ROC Curve
15.
J Vasc Access ; 23(3): 474-476, 2022 May.
Article in English | MEDLINE | ID: mdl-33645330

ABSTRACT

Central venous catheters (CVC) are widely used in critically ill patients and in those undergoing major surgery. Significant adverse events, such as pneumothorax and hemothorax, can be caused by needle insertion during CVC insertion. CVC misplacement is less often described, yet equally important, as it can lead to deleterious complications.Here, we describe a case in which misplacement of a guidewire following infraclavicular puncture of the right axillary vein was detected by continuous ultrasound employing the right supraclavicular fossa view. Utilizing this ultrasound view, the insertion approach to the vessel was changed and correct CVC placement could be achieved.While ultrasound guidance is widely accepted for vessel puncture, this case demonstrates the value of continuous ultrasound guidance for the entire process of CVC insertion: vessel puncture, correct guidewire advancement, catheter placement, and exclusion of complications such as pneumothorax. It also shows that there should be a high index of suspicion for guidewire misplacement, even after successful venipuncture.In conclusion, ultrasound protocols covering the complete CVC insertion process should be implemented into current clinical practice.


Subject(s)
Catheterization, Central Venous , Central Venous Catheters , Pneumothorax , Catheterization, Central Venous/adverse effects , Catheterization, Central Venous/methods , Humans , Pneumothorax/diagnostic imaging , Pneumothorax/etiology , Pneumothorax/therapy , Punctures , Ultrasonography , Ultrasonography, Interventional/methods
16.
Sci Rep ; 10(1): 22391, 2020 12 28.
Article in English | MEDLINE | ID: mdl-33372188

ABSTRACT

Impaired skeletal muscle quality is a major risk factor for adverse outcomes in acute respiratory failure. However, conventional methods for skeletal muscle assessment are inapplicable in the critical care setting. This study aimed to determine the prognostic value of computed tomography (CT) fatty muscle fraction (FMF) as a biomarker of muscle quality in patients undergoing extracorporeal membrane oxygenation (ECMO). To calculate FMF, paraspinal skeletal muscle area was obtained from clinical CT and separated into areas of fatty and lean muscle based on densitometric thresholds. The cohort was binarized according to median FMF. Patients with high FMF displayed significantly increased 1-year mortality (72.7% versus 55.8%, P = 0.036) on Kaplan-Meier analysis. A multivariable logistic regression model was built to test the impact of FMF on outcome. FMF was identified as a significant predictor of 1-year mortality (hazard ratio per percent FMF, 1.017 [95% confidence interval, 1.002-1.033]; P = 0.031), independent of anthropometric characteristics, Charlson Comorbidity Index, Simplified Acute Physiology Score, Respiratory Extracorporeal Membrane Oxygenation Survival Prediction Score, and duration of ECMO support. To conclude, FMF predicted 1-year mortality independently of established clinical prognosticators in ECMO patients and may have the potential to become a new muscle quality imaging biomarker, which is available from clinical CT.


Subject(s)
Adipose Tissue/diagnostic imaging , Extracorporeal Membrane Oxygenation , Models, Biological , Muscle, Skeletal/diagnostic imaging , Respiratory Distress Syndrome , Tomography, X-Ray Computed , Adult , Aged , Disease-Free Survival , Female , Humans , Male , Middle Aged , Respiratory Distress Syndrome/diagnostic imaging , Respiratory Distress Syndrome/mortality , Respiratory Distress Syndrome/therapy , Retrospective Studies , Survival Rate
17.
J Clin Invest ; 129(8): 3224-3235, 2019 07 02.
Article in English | MEDLINE | ID: mdl-31264974

ABSTRACT

Epithelial barrier dysfunction is a significant factor in many allergic diseases, including eosinophilic esophagitis (EoE). Infiltrating leukocytes and tissue adaptations increase metabolic demands and decrease oxygen availability at barrier surfaces. Understanding of how these processes impact barrier is limited, particularly in allergy. Here, we identified a regulatory axis whereby the oxygen-sensing transcription factor HIF-1α orchestrated epithelial barrier integrity, selectively controlling tight junction CLDN1 (claudin-1). Prolonged experimental hypoxia or HIF1A knockdown suppressed HIF-1α-dependent claudin-1 expression and epithelial barrier function, as documented in 3D organotypic epithelial cultures. L2-IL5OXA mice with EoE-relevant allergic inflammation displayed localized eosinophil oxygen metabolism, tissue hypoxia, and impaired claudin-1 barrier via repression of HIF-1α/claudin-1 signaling, which was restored by transgenic expression of esophageal epithelial-targeted stabilized HIF-1α. EoE patient biopsy analysis identified a repressed HIF-1α/claudin-1 axis, which was restored via pharmacologic HIF-1α stabilization ex vivo. Collectively, these studies reveal HIF-1α's critical role in maintaining barrier and highlight the HIF-1α/claudin-1 axis as a potential therapeutic target for EoE.


Subject(s)
Claudin-1/metabolism , Eosinophilic Esophagitis/metabolism , Epithelial Cells/metabolism , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Signal Transduction , Tight Junctions/metabolism , Adolescent , Adult , Animals , Cell Line, Transformed , Child , Child, Preschool , Claudin-1/genetics , Eosinophilic Esophagitis/genetics , Eosinophilic Esophagitis/pathology , Epithelial Cells/pathology , Female , Gene Expression Regulation , Humans , Hypoxia-Inducible Factor 1, alpha Subunit/genetics , Male , Mice , Mice, Transgenic , Protein Stability , Tight Junctions/genetics , Tight Junctions/pathology
18.
Mol Biol Cell ; 2016 Sep 28.
Article in English | MEDLINE | ID: mdl-27682585

ABSTRACT

Recent work has revealed a central role for neddylation (the conjugation of a Nedd8-moiety to Cullin proteins) in the fine tuning of the NF-κB response (via Cullin-1). In the present study, we investigated the contribution of Cullin-1 neddylation and NF-κB signaling to mucosal inflammatory responses in vitro and in vivo. Initial in vitro studies using cultured intestinal epithelial cells revealed that the neddylation inhibitor MLN4924 prominently induces the deneddylation of Cullin-1. Parallel western blot, luciferase reporter and gene target assays identified MLN4924 as a potent inhibitor of intestinal epithelial NF-κB. Subsequent studies revealed that MLN4924 potently induces epithelial apoptosis but only in the presence of additional inflammatory stimuli. In vivo administration of MLN4924 (3 mg/kg/d) in a TNBS-induce colitis model significantly accentuated disease severity. Indeed, MLN4924 resulted in worsened clinical scores and increased mortality early in the inflammatory response. Histologic analysis of the colon revealed that neddylation inhibition results in increased tissue damage and significantly increased mucosal apoptosis as determined by TUNEL and cleaved caspase-3 staining, particularly prominent within the epithelium. Extensions of these studies revealed that ongoing inflammation is associated with significant loss of deneddylase-1 (SENP8) expresssion. These studies reveal that intact Cullin-1 neddylation is central to resolution of acute inflammation.

19.
Comput Struct Biotechnol J ; 13: 273-6, 2015.
Article in English | MEDLINE | ID: mdl-25973141

ABSTRACT

There is intense interest in understanding how the purine nucleoside adenosine functions in health and during disease. In this review, we outline some of the evidence that implicates adenosine signaling as an important metabolic signature to promote inflammatory resolution. Studies derived from cultured cell systems, animal models and human patients have revealed that nucleotide metabolism is significant component of the overall inflammatory microenvironment. These studies have revealed a prominent role for the transcription factors NF-κB and hypoxia-inducible factor (HIF) and that these molecules are post-translationally regulated through similar components, namely the neddylation of cullins within the E3 ligase that are controlled through adenosine receptor signaling. Studies defining differences and similarities between these responses have taught us a number of important lessons about the complexity of the inflammatory response. A clearer definition of these pathways has provided new insight into disease pathogenesis and importantly, the potential for new therapeutic targets.

20.
Cell Host Microbe ; 17(5): 662-71, 2015 May 13.
Article in English | MEDLINE | ID: mdl-25865369

ABSTRACT

Interactions between the microbiota and distal gut are fundamental determinants of human health. Such interactions are concentrated at the colonic mucosa and provide energy for the host epithelium through the production of the short-chain fatty acid butyrate. We sought to determine the role of epithelial butyrate metabolism in establishing the austere oxygenation profile of the distal gut. Bacteria-derived butyrate affects epithelial O2 consumption and results in stabilization of hypoxia-inducible factor (HIF), a transcription factor coordinating barrier protection. Antibiotic-mediated depletion of the microbiota reduces colonic butyrate and HIF expression, both of which are restored by butyrate supplementation. Additionally, germ-free mice exhibit diminished retention of O2-sensitive dyes and decreased stabilized HIF. Furthermore, the influences of butyrate are lost in cells lacking HIF, thus linking butyrate metabolism to stabilized HIF and barrier function. This work highlights a mechanism where host-microbe interactions augment barrier function in the distal gut.


Subject(s)
Bacteria/metabolism , Epithelial Cells/drug effects , Epithelial Cells/physiology , Fatty Acids, Volatile/metabolism , Gene Expression Regulation/drug effects , Hypoxia-Inducible Factor 1/biosynthesis , Animals , Cell Line , Epithelial Cells/metabolism , Humans , Mice , Oxygen Consumption
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