Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 8 de 8
Filter
Add more filters










Database
Language
Publication year range
1.
PLoS One ; 16(7): e0254608, 2021.
Article in English | MEDLINE | ID: mdl-34252151

ABSTRACT

In this retrospective multicentric cohort study, we evaluate the potential benefits of a clinical decision support system (CDSS) for the automated detection of Acute kidney injury (AKI). A total of 80,389 cases, hospitalized from 2017 to 2019 at a tertiary care hospital (University of Leipzig Medical Center (ULMC)) and two primary care hospitals (Muldentalkliniken (MTL)) in Germany, were enrolled. AKI was defined and staged according to the Kidney disease: improving global outcomes (KDIGO) guidelines. Clinical and laboratory data was automatically collected from electronic patient records using the frameworks of the CDSS. In our cohort, we found an overall AKI incidence proportion of 12.1%. We identified 6,393/1,703/1,604 cases as AKI stage 1/2/3 (8.0%/2.1%/2.0%, respectively). Administrative coding with N17 (ICD-10-GM) was missing in 55.8% of all AKI cases with the potential for additional diagnosis related groups (DRG) reimbursement of 1,204,200 € in our study. AKI was associated with higher hospital mortality, increased length of hospitalisation and more frequent need of renal replacement therapy. A total of 19.1% of AKI cases (n = 1,848) showed progression to higher AKI stages (progressive AKI) during hospitalization. These cases presented with considerably longer hospitalization, higher rates of renal replacement therapy and increased mortality (p<0.001, respectively). Furthermore, progressive AKI was significantly associated with sepsis, shock, liver cirrhosis, myocardial infarction, and cardiac insufficiency. AKI, and especially its progression during hospitalization, is strongly associated with adverse outcomes. Our automated CDSS enables timely detection and bears potential to improve AKI outcomes, notably in cases of progressive AKI.


Subject(s)
Acute Kidney Injury/epidemiology , Acute Kidney Injury/pathology , Aged , Disease Progression , Female , Hospitalization/statistics & numerical data , Humans , Incidence , Kaplan-Meier Estimate , Male , Middle Aged , Retrospective Studies
2.
JMIR Med Inform ; 9(6): e20407, 2021 Jun 03.
Article in English | MEDLINE | ID: mdl-34081013

ABSTRACT

BACKGROUND: Laboratory results are of central importance for clinical decision making. The time span between availability and review of results by clinicians is crucial to patient care. Clinical decision support systems (CDSS) are computational tools that can identify critical values automatically and help decrease treatment delay. OBJECTIVE: With this work, we aimed to implement and evaluate a CDSS that supports health care professionals and improves patient safety. In addition to our experiences, we also describe its main components in a general manner to make it applicable to a wide range of medical institutions and to empower colleagues to implement a similar system in their facilities. METHODS: Technical requirements must be taken into account before implementing a CDSS that performs laboratory diagnostics (labCDSS). These can be planned within the functional components of a reactive software agent, a computational framework for such a CDSS. RESULTS: We present AMPEL (Analysis and Reporting System for the Improvement of Patient Safety through Real-Time Integration of Laboratory Findings), a labCDSS that notifies health care professionals if a life-threatening medical condition is detected. We developed and implemented AMPEL at a university hospital and regional hospitals in Germany (University of Leipzig Medical Center and the Muldental Clinics in Grimma and Wurzen). It currently runs 5 different algorithms in parallel: hypokalemia, hypercalcemia, hyponatremia, hyperlactatemia, and acute kidney injury. CONCLUSIONS: AMPEL enables continuous surveillance of patients. The system is constantly being evaluated and extended and has the capacity for many more algorithms. We hope to encourage colleagues from other institutions to design and implement similar CDSS using the theory, specifications, and experiences described in this work.

3.
Horm Res Paediatr ; 91(6): 380-390, 2019.
Article in English | MEDLINE | ID: mdl-31412338

ABSTRACT

BACKGROUND: Many studies have documented a link between overweight and asthma in children with contradictory results regarding the best way to measure overweight. Moreover, often, the dynamic development of atopy, overweight, and asthma is controlled for age dependency insufficiently. OBJECTIVE: This study assesses and compares the associations of overweight measured as waist circumference, waist to height ratio (WHtR), neck circumference, and body mass index with the occurrence of asthma - best possibly controlling for age-dependencies of these parameters. METHODS: From a sample of 2,511 children aged 6-17 years, we matched 157 children with asthma with 2 controls (n = 471) according to age and atopy status and performed conditional logistic regression analyses. We further investigated the role of known influencing factors of asthma occurrence. RESULTS: In children with atopy, all overweight proxies were consistently positively associated with asthma. Statistical significance was reached for WHtR-SD score (OR 1.26, 95% CI 1.03-1.54, p = 0.025) and persisted when further covariates, such as birth weight or social status, were added to the model. Groups of atopic versus nonatopic participants do not differ in levels of interleukin-6 or high-sensitivity C-reactive protein. CONCLUSION: In our cohort, overweight seems to carry a risk for asthma only if accompanied with atopy. We call for more strict age matching in pediatric cohort studies and longitudinal studies for a better understanding for causal links of overweight, atopy, and asthma.


Subject(s)
Asthma , Body Mass Index , C-Reactive Protein/metabolism , Interleukin-6/blood , Overweight , Adolescent , Asthma/blood , Asthma/pathology , Case-Control Studies , Child , Female , Humans , Male , Overweight/blood , Overweight/pathology , Waist Circumference
4.
Clin Chem Lab Med ; 57(12): 1897-1905, 2019 Nov 26.
Article in English | MEDLINE | ID: mdl-31199758

ABSTRACT

Background For many patients with end-stage liver disease, liver transplantation represents the only curative therapy. Transplant recipients are scored and ranked using the model for end-stage liver disease (MELD/MELD-Na). Circulatory impairment is known to deteriorate outcomes; however, it is not incorporated into the current allocation system's score. The aim of our study is to analyze the predictive value of copeptin as a biomarker of circulatory impairment and increased short-term mortality risk in patients with end-stage liver disease. Methods We conducted a retrospective observational study of 615 patients with end-stage liver disease. Patients were recruited using assessments performed during the evaluation process for liver transplantation. Copeptin values were analyzed in comparison to MELD-Na, interleukin 6 (IL-6), and C-reactive protein (CRP). Results Elevated levels of copeptin, IL-6 and CRP, as well as high MELD-Na scores, were significantly correlated with mortality. In a comparison of copeptin-tertiles, patients in group T3 (16.3 pmol/L or more) showed a significantly higher mortality risk (hazard ratio 11.2, p < 0.001). After adjusting for MELD-Na, copeptin remains an independent predictor of mortality. It shows its greatest prognostic strength in short-term mortality, where it performs comparable to MELD-Na (AUROC for 7 day-mortality, 0.941/0.939; p = 0.981) and shows an additional predictive value to MELD-Na for short-term mortality (7 days, p: 0.046; 30 days, p: 0.006). Conclusions Copeptin presents a valuable individual biomarker in detecting patients at risk for short-term mortality. Further studies should be performed to confirm our findings.


Subject(s)
End Stage Liver Disease/diagnosis , End Stage Liver Disease/mortality , Glycopeptides/analysis , Biomarkers , Diagnostic Tests, Routine/methods , Disease Progression , Female , Glycopeptides/blood , Humans , Liver/pathology , Liver Cirrhosis/diagnosis , Liver Cirrhosis/mortality , Male , Middle Aged , Multivariate Analysis , Prognosis , Proportional Hazards Models , Retrospective Studies , Risk Factors , Severity of Illness Index
5.
Clin Gastroenterol Hepatol ; 16(5): 730-737, 2018 05.
Article in English | MEDLINE | ID: mdl-28919544

ABSTRACT

BACKGROUND & AIMS: Organ allocation for liver transplantation is based on prognosis, using the model for end-stage liver disease (MELD) or MELD including serum sodium (MELD-Na) score. These scores do not consider systemic inflammation and septic complications. Blood level of C-reactive protein (CRP), in addition to the MELD score, associates with mortality in patients with end-stage liver disease, whereas levels of interleukin 6 (IL6) have not been systematically studied. METHODS: We performed a retrospective observational cohort study of 474 patients with end-stage liver disease (63.5% male; median age, 56.9 years), evaluated for liver transplantation in Germany, with at least 1 year of follow up. Data were collected on blood levels of CRP, IL6, and white blood cell count (WBC). Findings were analyzed in relation to mortality and compared with patients' MELD scores and MELD-Na scores. For survival analysis, the cohort was divided into quartiles of IL6, CRP, and WBC levels, as well as MELD scores. Log-rank test and the Cox proportional hazards regression model were used to compare the groups, and area under the receiver operating characteristic (AUROC) values were calculated. RESULTS: Blood levels of IL6 and MELD scores associated with mortality: none of the patients with levels of IL6 below the first quartile (below 5.3 pg/mL) died within 1 year. In contrast, 67.7% of the patients in the highest quartile of IL6 level (37.0 pg/mL or more) died within 1 year. MELD score also correlated with mortality: among patients with MELD scores below 8.7, 0.9% died within 1 year, whereas in patients with MELD scores of 18.0 or more, 67.4% died within 1 year. The predictive value of level of IL6 (AUROC, 0.940) was higher than level of CRP (AUROC, 0.866) (P = .009) or WBC (AUROC, 0.773) (P < .001) for 90-day mortality. MELD scores associated with 90-day mortality (AUROC, 0.933) (P = .756) as did MELD-Na score (AUROC, 0.946) (P = .771). Level of IL6 associated with 1-year mortality (AUROC, 0.916) to a greater extent than liver synthesis or detoxification markers international normalized ratio (AUROC, 0.839) (P = .007) or bilirubin (AUROC 0.846) (P = .007). Level of IL6 was an independent, significant risk factor for mortality after adjustment for MELD score, MELD-Na score, level of CRP, or WBC. CONCLUSIONS: In a retrospective analysis, we found high blood levels of IL6 to associate with 90-day and 1-year mortality in patients with end-stage liver disease; its predictive value was comparable to that of MELD or MELD-Na score, and was higher than that of level of CRP or WBC. Further studies should be performed to confirm the results in different cohorts.


Subject(s)
Diagnostic Tests, Routine/methods , End Stage Liver Disease/mortality , End Stage Liver Disease/pathology , Interleukin-6/blood , Female , Follow-Up Studies , Germany , Humans , Male , Middle Aged , Prognosis , ROC Curve , Retrospective Studies , Survival Analysis
6.
J Clin Lab Anal ; 32(4): e22360, 2018 May.
Article in English | MEDLINE | ID: mdl-29168584

ABSTRACT

BACKGROUND: Antibodies against tissue transglutaminase (TTG) of isotype IgA (IgA-aTTG) represent reliable diagnostic markers to confirm or exclude celiac disease (CD). Hemolysis (HL) is an important pre-analytical factor. HL can be quantified as HL index (HI) correlating with the concentration of free hemoglobin. TTG is abundant in erythrocytes and released upon HL. In immunoassays, the released TTG may interfere with binding of IgA-aTTG to the coated TTG. METHODS: We selected 17 HL-free sera from children with biopsy-confirmed CD: 7 with low-positive (1-5 multiples of upper limit of normal [×ULN]), 5 with intermediate (5-10 × ULN) and 5 with high IgA-aTTG (10-15 × ULN). Sera were spiked with hemolysates resulting in HIs ranging from 12.5 to 800 (12.5-800 mg/dL free hemoglobin). RESULTS: IgA-aTTG values were significantly decreased (>10%) after addition of hemolysates even if HL was invisible (HI <50). This effect is diagnosis-relevant if IgA-aTTG values are measured just below the cut-offs: (i) 0.4-1 × ULN at HI ≥25 (CD not excludable) and (ii) 8.5-10 × ULN at HI ≥200 (diagnosis of CD without biopsy not possible). Antibodies against deamidated gliadin were not influenced by HL. CONCLUSIONS: IgA-aTTG results in sera with HI ≥25 can yield inconclusive results. Therefore, those antibody results should be assessed only under consideration of the HI.


Subject(s)
Autoantibodies/blood , GTP-Binding Proteins/immunology , Hemolysis , Immunoglobulin A/blood , Transglutaminases/immunology , Autoantibodies/immunology , Celiac Disease/diagnosis , Child , Enzyme-Linked Immunosorbent Assay , GTP-Binding Proteins/blood , Gliadin/immunology , Humans , Immunoglobulin A/immunology , Protein Glutamine gamma Glutamyltransferase 2 , Transglutaminases/blood
7.
J Inorg Biochem ; 130: 84-91, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24176923

ABSTRACT

The heme-containing enzyme myeloperoxidase (MPO) is mainly expressed in polymorphonuclear leukocytes (PMNs), the most abundant immune cell type in the blood. Accordingly, MPO is classically attributed to the innate immune response against pathogens. Yet, new results also show immune-regulatory functions of the halogenating MPO activity including the formation of anti-inflammatory mediators. In this work we tested the ability of the flavonoid (-)-epicatechin to regenerate this enzymatic activity both in vitro at the isolated MPO-H2O2-Cl(-) system and ex vivo in human PMNs. For all experiments the non-fluorescent dye aminophenyl fluorescein (APF) was used. Upon oxidation by the MPO, the halogenation product hypochlorous acid (HOCl) fluorescein is formed which can be detected e.g. by flow cytometry. The in vitro- and ex vivo-results concordantly show that (-)-epicatechin is a suitable substrate to overcome a compound II accumulation of MPO which was experimentally forced by applying excess hydrogen peroxide. Thereby concentration-dependent effects of the flavan-3-ol were found in both cases and confirmed the proposed mode of action of (-)-epicatechin. The results are in accordance with previous stopped-flow kinetic studies which showed a high reactivity of the polyphenol with MPO compound II. The obtained data may contribute to the explanation of the well-known health promoting effects of (-)-epicatechin. Moreover, the presented study provides new insights into the role of MPO during inflammation.


Subject(s)
Catechin/pharmacology , Neutrophils/drug effects , Peroxidase/metabolism , Aniline Compounds/chemistry , Aniline Compounds/pharmacokinetics , Cells, Cultured , Dose-Response Relationship, Drug , Flavonoids/metabolism , Fluoresceins/chemistry , Fluoresceins/pharmacokinetics , Humans , Hydrogen Peroxide/pharmacology , Hypochlorous Acid/chemistry , Kinetics , Neutrophils/enzymology , Peroxidase/antagonists & inhibitors , Peroxidase/chemistry
8.
J Biol Chem ; 287(33): 27913-23, 2012 Aug 10.
Article in English | MEDLINE | ID: mdl-22718769

ABSTRACT

The specific detection of peroxidase activity in human granulocytes is essential to elucidate their role in innate immune responses, immune regulation, and inflammatory diseases. The halogenating activity of myeloperoxidase in neutrophils can be determined by the novel fluorescent probe aminophenyl fluorescein (APF). Thereby non-fluorescent APF is oxidized by HOCl to form fluorescein. We successfully verified that APF equally detects the hypobromous acid (HOBr)-producing activity of eosinophil granulocytes. This was revealed by three different approaches. First, we investigated the conversion of non-fluorescent APF into fluorescein by HOCl and HOBr by means of fluorescence and mass spectrometry approaches. Thereby comparable chemical mechanisms were observed for both acids. Furthermore in vitro kinetic studies were used to detect the halogenating activity of myeloperoxidase and eosinophil peroxidase by using APF. Here the dye well reflected the different substrate specificities of myeloperoxidase and eosinophil peroxidase regarding chloride and bromide. Finally, peroxidase activities were successfully detected in phorbol ester-stimulated neutrophils and eosinophils using flow cytometry. Thereby inhibitory studies confirmed the peroxidase-dependent oxidation of APF. To sum up, APF is a promising tool for further evaluation of the halogenating activity of peroxidases in both neutrophils and eosinophils.


Subject(s)
Aniline Compounds/chemistry , Bromates/metabolism , Eosinophil Peroxidase/metabolism , Eosinophils/metabolism , Fluoresceins/chemistry , Peroxidase/metabolism , Bromates/analysis , Eosinophil Peroxidase/analysis , Humans , Neutrophils/metabolism , Oxidation-Reduction , Peroxidase/analysis
SELECTION OF CITATIONS
SEARCH DETAIL
...