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1.
J Card Fail ; 2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38697465

ABSTRACT

BACKGROUND: Cardiogenic shock is burdened with high mortality. Efforts to improve outcome are hampered by the difficulty of individual risk stratification and the lack of targetable pathways. Previous studies demonstrated that elevated circulating dipeptidyl peptidase 3 (cDPP3) is an early predictor of short-term outcome in cardiogenic shock, mostly of ischemic origin. Our objective was to investigate the association between cDPP3 and short-terms outcomes in a diverse population of cardiogenic shock. METHODS: cDPP3 was measured at baseline and after 72 hours in the ACCOST-HH trial. The association of cDPP3 with 30-day mortality and need for organ support was assessed. RESULTS: Median cDPP3 concentration at baseline was 43.2 ng/mL [21.2-74] and 77 out of the 150 patients (52%) had high cDPP3 over the pre-defined cutoff of 40 ng/mL. Elevated cDPP3 was associated with higher 30-day mortality (adjusted (a) HR=1.7 [1.0-2.9]), fewer days alive without cardiovascular support (3 [0-24] vs 21 days [5-26], p<0.0001), a higher need for renal replacement therapy (56 vs 22%, p<0.0001) and mechanical ventilation (90 vs 74%, p=0.04). Patients with sustained high cDPP3 had poor prognosis (reference group). In contrast, patients with initially high but decreasing cDPP3 at 72 hours had markedly reduced 30-day mortality (aHR=0.17 [0.084-0.34]), comparable to patients with sustained low cDPP3 (aHR=0.23 [0.12-0.41]). Need for organ support was markedly reduced in subpopulations with sustained low or decreasing cDPP3. CONCLUSION: The present study confirms the prognostic value of cDPP3 in a contemporary population of cardiogenic shock.

2.
Eur J Intern Med ; 2024 May 14.
Article in English | MEDLINE | ID: mdl-38749845

ABSTRACT

BACKGROUND: The increasing admissions of very elderly patients to intensive care units (ICUs) over recent decades highlight a growing need for understanding acute kidney injury (AKI) in this population. Although these individuals are potentially at high risk for AKI and adverse outcomes, data on AKI in this population is scarce. This study investigates the AKI incidence and outcomes of critically-ill patients aging at least 90 years. METHODS: This retrospective cohort study conducted at the Department of Intensive Care Medicine, University Medical Centre Hamburg-Eppendorf, Germany (2008-2020), investigates AKI incidence and outcomes between 2008 and 2020 in critically-ill patients aged ≥ 90 years. AKI was defined according to Kidney Disease: Improving Global Outcomes (KDIGO) criteria using creatinine dynamics and/or urine output. Primary endpoint was overall mortality after 1 year. Secondary endpoints were in-hospital mortality, length of ICU and hospital stay. RESULTS: During the study period 92,958 critically-ill patients were treated and 1108 were ≥ 90 years. Of these, 1054 patients had available creatinine values and were included in the present study. AKI occurred in 24.4%, mostly classified as mild (17.5%). AKI was independently associated with a significant increase in overall mortality (HR 1.21, 95 %-CI: 1.01-1.46), in-hospital mortality (OR 2, 1.41-2.85), length of ICU (+2.8 days, 2.3-3.3) and hospital stay (+2.3 days, 0.9-3.7). Severity escalated these effects, but even mild AKI showed significance. Introducing urine-based criteria increased incidence but compromised mortality prediction. CONCLUSIONS: AKI is a frequent complication in very elderly critically-ill patients. Occurrence of AKI at any stage was associated with increased mortality. Predictive ability applied to AKI defined by creatinine but not urine output. Careful attention of creatinine dynamics is essential in very elderly ICU-patients.

3.
Visc Med ; 40(2): 75-81, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38584860

ABSTRACT

Introduction: Admission to the intensive care unit severely affects inflammatory bowel disease (IBD) patients. This study aimed to determine factors associated with mortality in IBD patients admitted to the intensive care unit. Methods: A retrospective cohort study was performed, analyzing data of all IBD patients admitted to the Department of Intensive Care Medicine at the University Medical Center Hamburg-Eppendorf between 2013 and 2022. Bivariate comparisons and multivariate regression analyses were performed to identify factors associated with mortality. Results: Overall, 439 IBD patients were admitted to the intensive care unit, representing 0.56% of total admissions. In 98 of these patients, IBD-associated complications were accountable for admission (22.3%). In detail, 39 (40.8%) patients were admitted after IBD-related surgery, 36 (35.7%) due to infections, and 23 (23.5%) due to medical conditions such as bleeding or electrolyte derangement. A total of 16 (16.3%) of these patients died within 90 days after admission. Parameters associated with increased mortality were age (p < 0.001), later age at diagnosis (p 0.026), catecholamine therapy (p 0.003), mechanical ventilation (p < 0.001), renal replacement therapy (p < 0.001), and parenteral nutrition (p 0.002). Prior treatment with anti-TNF therapy was associated with a higher chance of survival (p 0.018). There was no association between prior immunosuppressant therapy and admission because of infections (p 0.294). Conclusions: 16.3% of IBD patients admitted to the intensive care unit died within 90 days after admission. Prior treatment with anti-TNF therapy was associated with a higher chance of survival.

5.
Med Klin Intensivmed Notfmed ; 119(Suppl 1): 1-50, 2024 May.
Article in German | MEDLINE | ID: mdl-38625382

ABSTRACT

In Germany, physicians qualify for emergency medicine by combining a specialty medical training-e.g. internal medicine-with advanced training in emergency medicine according to the statutes of the State Chambers of Physicians largely based upon the Guideline Regulations on Specialty Training of the German Medical Association. Internal medicine and their associated subspecialities represent an important column of emergency medicine. For the internal medicine aspects of emergency medicine, this curriculum presents an overview of knowledge, skills (competence levels I-III) as well as behaviours and attitudes allowing for the best treatment of patients. These include general aspects (structure and process quality, primary diagnostics and therapy as well as indication for subsequent treatment; resuscitation room management; diagnostics and monitoring; general therapeutic measures; hygiene measures; and pharmacotherapy) and also specific aspects concerning angiology, endocrinology, diabetology and metabolism, gastroenterology, geriatric medicine, hematology and oncology, infectiology, cardiology, nephrology, palliative care, pneumology, rheumatology and toxicology. Publications focussing on contents of advanced training are quoted in order to support this concept. The curriculum has primarily been written for internists for their advanced emergency training, but it may generally show practising emergency physicians the broad spectrum of internal medicine diseases or comorbidities presented by patients attending the emergency department.


Subject(s)
Curriculum , Emergency Medicine , Emergency Service, Hospital , Internal Medicine , Internal Medicine/education , Humans , Germany , Emergency Medicine/education , Clinical Competence , Education, Medical, Graduate
6.
J Clin Monit Comput ; 2024 Mar 21.
Article in English | MEDLINE | ID: mdl-38512361

ABSTRACT

Aneurysmal subarachnoid haemorrhage (aSAH) can lead to complications such as acute hydrocephalic congestion. Treatment of this acute condition often includes establishing an external ventricular drainage (EVD). However, chronic hydrocephalus develops in some patients, who then require placement of a permanent ventriculoperitoneal (VP) shunt. The aim of this study was to employ recurrent neural network (RNN)-based machine learning techniques to identify patients who require VP shunt placement at an early stage. This retrospective single-centre study included all patients who were diagnosed with aSAH and treated in the intensive care unit (ICU) between November 2010 and May 2020 (n = 602). More than 120 parameters were analysed, including routine neurocritical care data, vital signs and blood gas analyses. Various machine learning techniques, including RNNs and gradient boosting machines, were evaluated for their ability to predict VP shunt dependency. VP-shunt dependency could be predicted using an RNN after just one day of ICU stay, with an AUC-ROC of 0.77 (CI: 0.75-0.79). The accuracy of the prediction improved after four days of observation (Day 4: AUC-ROC 0.81, CI: 0.79-0.84). At that point, the accuracy of the prediction was 76% (CI: 75.98-83.09%), with a sensitivity of 85% (CI: 83-88%) and a specificity of 74% (CI: 71-78%). RNN-based machine learning has the potential to predict VP shunt dependency on Day 4 after ictus in aSAH patients using routine data collected in the ICU. The use of machine learning may allow early identification of patients with specific therapeutic needs and accelerate the execution of required procedures.

7.
Int J Mol Sci ; 25(6)2024 Mar 08.
Article in English | MEDLINE | ID: mdl-38542094

ABSTRACT

This manuscript investigates the role of extracorporeal blood purification techniques in managing septic hyperinflammation, a critical aspect of sepsis characterized by an uncontrolled immune response leading to multiorgan dysfunction. We provide an overview of sepsis, focusing on the dynamics of immune response, the involvement of neutrophils, and the role of the endothelium in the disease's progression. It evaluates the effectiveness of various blood purification methods, including high-cut-off membranes, high-volume hemofiltration, adsorption techniques, and albumin dialysis, in removing cytokines and endotoxin and improving hemodynamic stability. Despite some very promising results, we conclude that the current evidence does not strongly support these techniques in significantly improving survival rates in septic patients, clearly underlining the need for further research.


Subject(s)
Hemofiltration , Sepsis , Shock, Septic , Humans , Renal Dialysis , Hemofiltration/methods , Sepsis/therapy , Cytokines , Adsorption
8.
Med Klin Intensivmed Notfmed ; 119(4): 260-267, 2024 May.
Article in German | MEDLINE | ID: mdl-38485765

ABSTRACT

BACKGROUND: The Federal Joint Committee has established requirements for centers for intensive care medicine which, in cooperation with other clinics, are to take on special tasks for intensive care medicine in a region. High demands are placed on these centers, which it may not be possible to meet without restructuring the existing intensive care structures. OBJECTIVE: In this study, an organizational model for a center for intensive care medicine based on broad interdisciplinary and interprofessional cooperation is presented for discussion. METHODS AND RESULTS: The organizational model contains proposals for integration of the centers for intensive care medicine into the clinic structure, the management team, the staff composition, the areas of clinical activity, and the further tasks of research, teaching, and education and training. CONCLUSION: Establishment of the centers for intensive care medicine provides new and forward-looking impetus for the further development of intensive care medicine in Germany. However, for the new organizational model to be implemented effectively, the necessary restructuring measures must be adequately refinanced and supported by hospital management and medical faculties. In addition, a sustained willingness for interdisciplinary and interprofessional cooperation is required on the part of all those involved, and employees in this model must be offered attractive long-term positions in intensive care medicine.


Subject(s)
Critical Care , Interdisciplinary Communication , Models, Organizational , Germany , Humans , Critical Care/organization & administration , Patient Care Team/organization & administration , Interprofessional Relations , Curriculum , National Health Programs/organization & administration , Intersectoral Collaboration , Cooperative Behavior
9.
Crit Care Med ; 52(6): e258-e267, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38358303

ABSTRACT

OBJECTIVES: The global population is aging, and the proportion of very elderly patients 90 years old or older in the ICU is expected to increase. The changes in the comorbidities and outcomes of very elderly patients hospitalized in the ICU that have occurred over time are unknown. DESIGN: Retrospective observational cohort study. SETTING: ICUs at a single academic hospital in Germany. PATIENTS: Ninety years old or older and admitted to the ICU between January 1, 2008, and April 30, 2019. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Of the 92,958 critically ill patients, 1,108 were 90 years old or older. The study period was divided into two halves: January 1, 2008-August 30, 2013, and September 1, 2013-April 30, 2019. The number of patients 90 years old or older increased from the first period ( n = 391; 0.90% of total admissions) to the second period ( n = 717; 1.44%). The patients' demographic characteristics were similar between the both time periods. The median Charlson Comorbidity Index was higher during the first period (1 [interquartile range, 1-3]) than compared with the second time period (1 [0-2]; p = 0.052). The Simplified Acute Physiology Score (SAPS) II was higher during the first time period (38 [29-49]) than during the second period (35 [27-45]; p = 0.005). Vasopressor therapy was necessary in 40% ( n = 158) and 43% ( n = 310) of patients in each time period, respectively ( p = 0.363). Invasive mechanical ventilation was administered in 37% ( n = 146) and 34% ( n = 243) of patients in each time period, respectively ( p = 0.250). The median length of the ICU stay was significantly lower in the first time period than in the second time period (1.4 vs. 1.7 d; p = 0.002). The ICU (18% vs. 18%; p = 0.861) and hospital (31% vs. 29%; p = 0.395) mortality rates were comparable between the two groups. The 1-year mortality was significantly lower during the second time period than during the first time period (61% vs. 56%; p = 0.029). Cox regression analysis revealed that the SAPS II, medical cause of admission, mechanical ventilation requirement, and vasopressor use were associated with 1-year mortality. CONCLUSIONS: The number of patients 90 years old or older who were treated in the ICU has increased in recent years. While the patients' clinical characteristics and short-term outcomes have not changed significantly, the long-term mortality of these patients has improved in recent years.


Subject(s)
Comorbidity , Critical Illness , Hospital Mortality , Intensive Care Units , Humans , Retrospective Studies , Aged, 80 and over , Critical Illness/mortality , Critical Illness/therapy , Male , Female , Intensive Care Units/statistics & numerical data , Germany/epidemiology , Respiration, Artificial/statistics & numerical data , Length of Stay/statistics & numerical data , Cohort Studies , Age Factors
10.
Clin Res Cardiol ; 113(4): 612-625, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38353681

ABSTRACT

BACKGROUND: Heart failure-related cardiogenic shock (HF-CS) accounts for a significant proportion of all CS cases. Nevertheless, there is a lack of evidence on sex-related differences in HF-CS, especially regarding use of treatment and mortality risk in women vs. men. This study aimed to investigate potential differences in clinical presentation, use of treatments, and mortality between women and men with HF-CS. METHODS: In this international observational study, patients with HF-CS (without acute myocardial infarction) from 16 tertiary-care centers in five countries were enrolled between 2010 and 2021. Logistic and Cox regression models were used to assess differences in clinical presentation, use of treatments, and 30-day mortality in women vs. men with HF-CS. RESULTS: N = 1030 patients with HF-CS were analyzed, of whom 290 (28.2%) were women. Compared to men, women were more likely to be older, less likely to have a known history of heart failure or cardiovascular risk factors, and lower rates of highly depressed left ventricular ejection fraction and renal dysfunction. Nevertheless, CS severity as well as use of treatments were comparable, and female sex was not independently associated with 30-day mortality (53.0% vs. 50.8%; adjusted HR 0.94, 95% CI 0.75-1.19). CONCLUSIONS: In this large HF-CS registry, sex disparities in risk factors and clinical presentation were observed. Despite these differences, the use of treatments was comparable, and both sexes exhibited similarly high mortality rates. Further research is necessary to evaluate if sex-tailored treatment, accounting for the differences in cardiovascular risk factors and clinical presentation, might improve outcomes in HF-CS.


Subject(s)
Heart Failure , Shock, Cardiogenic , Male , Humans , Female , Shock, Cardiogenic/diagnosis , Shock, Cardiogenic/epidemiology , Shock, Cardiogenic/etiology , Stroke Volume , Ventricular Function, Left , Sex Factors , Heart Failure/diagnosis , Heart Failure/epidemiology , Heart Failure/therapy , Hospital Mortality
11.
Sci Rep ; 14(1): 1376, 2024 01 16.
Article in English | MEDLINE | ID: mdl-38228666

ABSTRACT

Proximal femur fractures (PFF) are a common injury in elderly patients that significantly impact mobility and daily living activities. Mortality rates in this population are also high, making effective treatment essential. Recent advances in intensive and geriatric care have enabled complex surgical interventions that were previously not feasible. However, there is a lack of studies focusing on outcome parameters in very elderly patients (≥ 90 years) who receive intensive care treatment following PFFs. In this retrospective study, we analyzed multi-layered data of 148 patients who were 90 years or older and received intensive care after trauma and orthopedic surgical treatment for PFFs or periprosthetic fractures between 2009 and 2019. All patients received a 365-day follow-up. To identify potential predictors of mortality, all deceased and surviving patients were subjected to multiple logistic regression analyses. We found that 22% of patients deceased during in-hospital care, and one-year survival was 44%. Independent predictors of one-year all-cause mortality included higher CCI and SOFA scores at ICU admission. Overall, 53% of patients who resided in private dwellings prior to admission were able to return home. Our study highlights the utility of using CCI and SOFA scores at ICU admission as prognostic indicators in critically ill very elderly patients who undergo surgical treatment for PFFs. These scores can provide valuable insight into the severity of illness and potential outcomes, which can inform resource allocation, prioritize endangered patients, and aid in end-of-life discussions and planning with patients and their families. Our findings can help improve the management of PFFs in very elderly patients and contribute to optimized patient care.


Subject(s)
Proximal Femoral Fractures , Humans , Aged , Retrospective Studies , Intensive Care Units , Hospitalization , Critical Care
12.
Eur J Heart Fail ; 26(2): 432-444, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37940139

ABSTRACT

AIMS: Heart failure-related cardiogenic shock (HF-CS) accounts for a significant proportion of CS cases. Whether patients with de novo HF and those with acute-on-chronic HF in CS differ in clinical characteristics and outcome remains unclear. The aim of this study was to evaluate differences in clinical presentation and mortality between patients with de novo and acute-on-chronic HF-CS. METHODS AND RESULTS: In this international observational study, patients with HF-CS from 16 tertiary care centres in five countries were enrolled between 2010 and 2021. To investigate differences in clinical presentation and 30-day mortality, adjusted logistic/Cox regression models were fitted. Patients (n = 1030) with HF-CS were analysed, of whom 486 (47.2%) presented with de novo HF-CS and 544 (52.8%) with acute-on-chronic HF-CS. Traditional markers of CS severity (e.g. blood pressure, heart rate and lactate) as well as use of treatments were comparable between groups. However, patients with acute-on-chronic HF-CS were more likely to have a higher CS severity and also a higher mortality risk, after adjusting for relevant confounders (de novo HF 45.5%, acute-on-chronic HF 55.9%, adjusted hazard ratio 1.38, 95% confidence interval 1.10-1.72, p = 0.005). CONCLUSION: In this large HF-CS cohort, acute-on-chronic HF-CS was associated with more severe CS and higher mortality risk compared to de novo HF-CS, although traditional markers of CS severity and use of treatments were comparable. These findings highlight the vast heterogeneity of patients with HF-CS, emphasize that HF chronicity is a relevant disease modifier in CS, and indicate that future clinical trials should account for this.


Subject(s)
Heart Failure , Shock, Cardiogenic , Humans , Hospital Mortality , Prognosis , Shock, Cardiogenic/etiology
13.
Infection ; 52(1): 73-81, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37322388

ABSTRACT

PURPOSE: Beta-D-Glucan (BDG) testing has been suggested to support the diagnosis of candidemia and invasive candidiasis. The actual benefit in critically ill high-risk patients in intensive care units (ICU) has not been verified so far. METHODS: In ICU patients receiving empirical echinocandin treatment for suspected invasive candidiasis (IC), serial BDG testing using the Fujifilm Wako Beta-Glucan Test was performed, starting on the first day of echinocandin administration and every 24-48 h afterwards. Diagnostic accuracy was determined for single testing and serial testing strategies using a range of cut-off values. In addition, we compared the added value of these testing strategies when their results were introduced as additional predictors into a multivariable logistic regression model controlling for established risk factors of IC. RESULTS: A total of 174 ICU patients, forty-six of which (25.7%) classified as cases of IC, were included in our study. Initial BDG testing showed moderate sensitivity (74%, 95%CI 59-86%) and poor specificity (45%, 95% CI 36-54%) for IC which could hardly be improved by follow-up testing. While raw BDG values or test results obtained with very high thresholds improved the predictive performance of our multivariable logistic regression model for IC, neither single nor serial testing with the manufacturer-proposed low-level cut-off showed substantial benefit. CONCLUSIONS: In our study of critically ill intensive care patients at high risk for candidemia or invasive candidiasis, diagnostic accuracy of BDG testing was insufficient to inform treatment decisions. Improved classification was only achieved for cases with very high BDG values.


Subject(s)
Candidemia , Candidiasis, Invasive , Candidiasis , Proteoglycans , beta-Glucans , Humans , Candidemia/diagnosis , Glucans , Prospective Studies , Critical Illness , Sensitivity and Specificity , Candidiasis, Invasive/diagnosis , Candidiasis, Invasive/drug therapy , Critical Care , Echinocandins/therapeutic use , Intensive Care Units
15.
Clin Res Cardiol ; 113(2): 324-335, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37982862

ABSTRACT

BACKGROUND: Mortality in cardiogenic shock (CS) remains high even when mechanical circulatory support (MCS) restores adequate circulation. To detect a potential contribution of systemic inflammation to shock severity, this study determined associations between C-reactive protein (CRP) concentrations and outcomes in patients with CS. METHODS: Unselected, consecutive patients with CS and CRP measurements treated at a single large cardiovascular center between 2009 and 2019 were analyzed. Adjusted regression models were fitted to evaluate the association of CRP with shock severity, 30-day in-hospital mortality and treatment response to MCS. RESULTS: The analysis included 1116 patients [median age: 70 (IQR 58-79) years, 795 (71.3%) male, lactate 4.6 (IQR 2.2-9.5) mmol/l, CRP 17 (IQR 5-71) mg/l]. The cause of CS was acute myocardial infarction in 530 (48%) patients, 648 (58%) patients presented with cardiac arrest. Plasma CRP concentrations were equally distributed across shock severities (SCAI stage B-E). Higher CRP concentrations were associated with 30-day in-hospital mortality (8% relative risk increase per 50 mg/l increase in CRP, range 3-13%; p < 0.001), even after adjustment for CS severity and other potential confounders. Higher CRP concentrations were only associated with higher mortality in patients not treated with MCS [hazard ratio (HR) for CRP > median 1.50; 95%-CI 1.21-1.86; p < 0.001], but not in those treated with MCS (HR for CRP > median 0.92; 95%-CI 0.67-1.26; p = 0.59; p-interaction = 0.01). CONCLUSION: Elevated CRP concentrations are associated with increased 30-day in-hospital mortality in unselected patients with cardiogenic shock. The use of mechanical circulatory support attenuates this association.


Subject(s)
Heart-Assist Devices , Shock, Cardiogenic , Humans , Male , Aged , Female , Shock, Cardiogenic/diagnosis , Shock, Cardiogenic/etiology , Shock, Cardiogenic/therapy , Heart-Assist Devices/adverse effects , Risk Factors , Hospital Mortality , Inflammation/etiology , Treatment Outcome
16.
Clin Res Cardiol ; 113(4): 570-580, 2024 Apr.
Article in English | MEDLINE | ID: mdl-37982863

ABSTRACT

BACKGROUND: Currently, use of mechanical circulatory support (MCS) in non-ischaemic cardiogenic shock (CS) is predominantly guided by shock-specific markers, and not by markers of cardiac function. We hypothesise that left ventricular ejection fraction (LVEF) can identify patients with a higher likelihood to benefit from MCS and thus help to optimise their expected benefit. METHODS: Patients with non-ischaemic CS and available data on LVEF from 16 tertiary-care centres in five countries were analysed. Cox regression models were fitted to evaluate the association between LVEF and mortality, as well as the interaction between LVEF, MCS use and mortality. RESULTS: N = 807 patients were analysed: mean age 63 [interquartile range (IQR) 51.5-72.0] years, 601 (74.5%) male, lactate 4.9 (IQR 2.6-8.5) mmol/l, LVEF 20 (IQR 15-30) %. Lower LVEF was more frequent amongst patients with more severe CS, and MCS was more likely used in patients with lower LVEF. There was no association between LVEF and 30-day mortality risk in the overall study cohort. However, there was a significant interaction between MCS use and LVEF, indicating a lower 30-day mortality risk with MCS use in patients with LVEF ≤ 20% (hazard ratio 0.72, 95% confidence interval 0.51-1.02 for LVEF ≤ 20% vs. hazard ratio 1.31, 95% confidence interval 0.85-2.01 for LVEF > 20%, interaction-p = 0.017). CONCLUSION: This retrospective study may indicate a lower mortality risk with MCS use only in patients with severely reduced LVEF. This may propose the inclusion of LVEF as an adjunctive parameter for MCS decision-making in non-ischaemic CS, aiming to optimise the benefit-risk ratio.


Subject(s)
Heart-Assist Devices , Shock, Cardiogenic , Humans , Male , Middle Aged , Aged , Female , Shock, Cardiogenic/diagnosis , Shock, Cardiogenic/therapy , Stroke Volume , Ventricular Function, Left , Retrospective Studies , Treatment Outcome
17.
Infection ; 52(2): 513-524, 2024 Apr.
Article in English | MEDLINE | ID: mdl-37924472

ABSTRACT

PURPOSE: Post-acute sequelae of COVID-19 (PASC) affect approximately 10% of convalescent patients. The spectrum of symptoms is broad and heterogeneous with fatigue being the most often reported sequela. Easily accessible blood biomarkers to determine PASC severity are lacking. Thus, our study aimed to correlate immune phenotypes with PASC across the severity spectrum of COVID-19. METHODS: A total of 176 originally immunonaïve, convalescent COVID-19 patients from a prospective cohort during the first pandemic phase were stratified by initial disease severity and underwent clinical, psychosocial, and immune phenotyping around 10 weeks after first COVID-19 symptoms. COVID-19-associated fatigue dynamics were assessed and related to clinical and immune phenotypes. RESULTS: Fatigue and severe fatigue were commonly reported irrespective of initial COVID-19 severity or organ-specific PASC. A clinically relevant increase in fatigue severity after COVID-19 was detected in all groups. Neutralizing antibody titers were higher in patients with severe acute disease, but no association was found between antibody titers and PASC. While absolute peripheral blood immune cell counts in originally immunonaïve PASC patients did not differ from unexposed controls, peripheral CD3+CD4+ T cell counts were independently correlated with fatigue severity across all strata in multivariable analysis. CONCLUSIONS: Patients were at similar risk of self-reported PASC irrespective of initial disease severity. The independent correlation between fatigue severity and blood T cell phenotypes indicates a possible role of CD4+ T cells in the pathogenesis of post-COVID-19 fatigue, which might serve as a blood biomarker.


Subject(s)
COVID-19 , T-Lymphocytes , Humans , Post-Acute COVID-19 Syndrome , COVID-19/complications , Prospective Studies , Phenotype , Disease Progression , Fatigue/etiology
18.
Med Klin Intensivmed Notfmed ; 119(3): 181-188, 2024 Apr.
Article in German | MEDLINE | ID: mdl-38108880

ABSTRACT

BACKGROUND: Natural language processing (NLP) has experienced significant growth in recent years and shows potential for broad impacts in scientific research and clinical practice. OBJECTIVE: This study comprises an exploration of the role of NLP in scientific research and its subsequent effects on traditional publication practices, as well as an evaluation of the opportunities and challenges offered by large language models (LLM) and a reflection on necessary paradigm shifts in research culture. MATERIALS AND METHODS: Current LLMs, such as ChatGPT, and their potential applications were compared and assessed. An analysis of the literature and case studies on the integration of LLMs into scientific and clinical practice was conducted. RESULTS AND CONCLUSION: LLMs provide enhanced access to and processing capabilities of text-based information and represent a vast potential for (medical) research as well as daily clinical practice. Chat-based LLMs enable efficient completion of often time-consuming tasks, but due to their tendency for hallucinations, have a significant limitation. Current developments require critical examination and a paradigm shift to fully exploit the benefits of LLMs and minimize potential risks.


Subject(s)
Natural Language Processing , Humans
19.
J Clin Med ; 12(23)2023 Nov 29.
Article in English | MEDLINE | ID: mdl-38068455

ABSTRACT

(1) Background: Abdominal compartment syndrome (ACS) is a life-threatening situation and is associated with high mortality in the intensive care unit (ICU). Decompressive laparotomy represents the last therapeutic option. This cohort study aims to optimize the selection of ICU patients suffering from ACS who benefit from decompressive laparotomy. (2) Methods: All available data from adult patients treated at the 12 ICUs of a university hospital between 2011 and 2019 were included. Outcome parameters for patients with and without extracorporeal membrane oxygenation (ECMO) were compared. (3) Results: 207 ICU patients with ACS undergoing surgery were identified. Laparotomy resulted in immediate improvement of organ functions in 15% of patients, who then survived more frequently. The overall mortality rate in our cohort was 69%. The group of ECMO patients-including va- and vv-ECMO-showed significantly less organ function improvement and a higher mortality rate of 79% compared to a better postoperative improvement and a lower mortality rate of 62% in non-ECMO patients. (4) Conclusions: There are ICU patients who benefit from decompressive laparotomy-nevertheless, mortality is high. Non-ECMO patients have a better prognosis than ECMO patients. Our findings can support clinical decision-making on emergency surgery and the development of future guidelines.

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