34 results on '"Cremer, Olaf L."'
Search Results
2. Source-specific host response and outcomes in critically ill patients with sepsis: a prospective cohort study
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Peters-Sengers, Hessel, Butler, Joe M., Uhel, Fabrice, Schultz, Marcus J., Bonten, Marc J., Cremer, Olaf L., Scicluna, Brendon P., van Vught, Lonneke A., and van der Poll, Tom
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- 2022
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3. Risk factors for adverse outcomes during mechanical ventilation of 1152 COVID-19 patients: a multicenter machine learning study with highly granular data from the Dutch Data Warehouse
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Fleuren, Lucas M., Tonutti, Michele, de Bruin, Daan P., Lalisang, Robbert C.A., Dam, Tariq A., Gommers, Diederik, Cremer, Olaf L., Bosman, Rob J., Vonk, Sebastiaan J.J., Fornasa, Mattia, Machado, Tomas, van der Meer, Nardo J.M., Rigter, Sander, Wils, Evert Jan, Frenzel, Tim, Dongelmans, Dave A., de Jong, Remko, Peters, Marco, Kamps, Marlijn J.A., Ramnarain, Dharmanand, Nowitzky, Ralph, Nooteboom, Fleur G.C.A., de Ruijter, Wouter, Urlings-Strop, Louise C., Smit, Ellen G.M., Mehagnoul-Schipper, D. Jannet, Dormans, Tom, de Jager, Cornelis P.C., Hendriks, Stefaan H.A., Oostdijk, Evelien, Reidinga, Auke C., Festen-Spanjer, Barbara, Brunnekreef, Gert, Cornet, Alexander D., van den Tempel, Walter, Boelens, Age D., Koetsier, Peter, Lens, Judith, Achterberg, Sefanja, Faber, Harald J., Karakus, A., Beukema, Menno, Entjes, Robert, de Jong, Paul, Houwert, Taco, Hovenkamp, Hidde, Noorduijn Londono, Roberto, Quintarelli, Davide, Scholtemeijer, Martijn G., de Beer, Aletta A., Cinà, Giovanni, Beudel, Martijn, de Keizer, Nicolet F., Hoogendoorn, Mark, Girbes, Armand R.J., Herter, Willem E., Elbers, Paul W.G., Thoral, Patrick J., Rettig, Thijs C.D., Reuland, M. C., van Manen, Laura, Montenij, Leon, van Bommel, Jasper, van den Berg, Roy, van Geest, Ellen, Hana, Anisa, Boersma, W. G., van den Bogaard, B., Pickkers, Peter, van der Heiden, Pim, van Gemeren, Claudia C.W., Meinders, Arend Jan, de Bruin, Martha, Rademaker, Emma, van Osch, Frits H.M., de Kruif, Martijn, Schroten, Nicolas, Arnold, Klaas Sierk, Fijen, J. W., van Koesveld, Jacomar J.M., Simons, Koen S., Labout, Joost, van de Gaauw, Bart, Kuiper, Michael, Beishuizen, Albertus, Geutjes, Dennis, Lutisan, Johan, Grady, Bart P.X., van den Akker, Remko, Simons, Bram, Rijkeboer, A. A., Arbous, Sesmu, Aries, Marcel, van den Oever, Niels C.Gritters, van Tellingen, Martijn, Dijkstra, Annemieke, van Raalte, Rutger, Roggeveen, Luca, van Diggelen, Fuda, Hassouni, Ali el, Guzman, David Romero, Bhulai, Sandjai, Ouweneel, Dagmar, Driessen, Ronald, Peppink, Jan, de Grooth, H. J., Zijlstra, G. J., van Tienhoven, A. J., van der Heiden, Evelien, Spijkstra, Jan Jaap, van der Spoel, Hans, de Man, Angelique, Klausch, Thomas, de Vries, Heder, de Neree tot Babberich, Michael, Thijssens, Olivier, Wagemakers, Lot, van der Pol, Hilde G.A., Hendriks, Tom, Berend, Julie, Silva, Virginia Ceni, Kullberg, Bob, Heunks, Leo, Juffermans, Nicole, Slooter, Arjan, Intensive care medicine, ACS - Diabetes & metabolism, ACS - Microcirculation, Amsterdam Cardiovascular Sciences, Neurology, AII - Infectious diseases, AII - Cancer immunology, CCA - Cancer biology and immunology, AII - Inflammatory diseases, Epidemiology and Data Science, APH - Methodology, ACS - Pulmonary hypertension & thrombosis, Intensive Care Medicine, APH - Quality of Care, Medical Informatics, Graduate School, Nephrology, Cardiology, Gastroenterology and Hepatology, Amsterdam Gastroenterology Endocrinology Metabolism, APH - Digital Health, Artificial intelligence, Network Institute, Computational Intelligence, Artificial Intelligence (section level), Mathematics, Intensive Care, Epidemiologie, RS: NUTRIM - R3 - Respiratory & Age-related Health, RS: MHeNs - R1 - Cognitive Neuropsychiatry and Clinical Neuroscience, MUMC+: MA Medische Staf IC (9), and Internal medicine
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Icu patients ,Coronavirus disease 2019 (COVID-19) ,Adverse outcomes ,medicine.medical_treatment ,Critical Care and Intensive Care Medicine ,Machine learning ,computer.software_genre ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,SDG 3 - Good Health and Well-being ,law ,SCORE ,medicine ,030212 general & internal medicine ,Risk factor ,Research Articles ,Mechanical ventilation ,business.industry ,RC86-88.9 ,Other Research Radboud Institute for Health Sciences [Radboudumc 0] ,COVID-19 ,030208 emergency & critical care medicine ,Medical emergencies. Critical care. Intensive care. First aid ,Intensive care unit ,Data warehouse ,Data extraction ,Mortality prediction ,Risk factors ,Artificial intelligence ,business ,computer - Abstract
Background The identification of risk factors for adverse outcomes and prolonged intensive care unit (ICU) stay in COVID-19 patients is essential for prognostication, determining treatment intensity, and resource allocation. Previous studies have determined risk factors on admission only, and included a limited number of predictors. Therefore, using data from the highly granular and multicenter Dutch Data Warehouse, we developed machine learning models to identify risk factors for ICU mortality, ventilator-free days and ICU-free days during the course of invasive mechanical ventilation (IMV) in COVID-19 patients. Methods The DDW is a growing electronic health record database of critically ill COVID-19 patients in the Netherlands. All adult ICU patients on IMV were eligible for inclusion. Transfers, patients admitted for less than 24 h, and patients still admitted at time of data extraction were excluded. Predictors were selected based on the literature, and included medication dosage and fluid balance. Multiple algorithms were trained and validated on up to three sets of observations per patient on day 1, 7, and 14 using fivefold nested cross-validation, keeping observations from an individual patient in the same split. Results A total of 1152 patients were included in the model. XGBoost models performed best for all outcomes and were used to calculate predictor importance. Using Shapley additive explanations (SHAP), age was the most important demographic risk factor for the outcomes upon start of IMV and throughout its course. The relative probability of death across age values is visualized in Partial Dependence Plots (PDPs), with an increase starting at 54 years. Besides age, acidaemia, low P/F-ratios and high driving pressures demonstrated a higher probability of death. The PDP for driving pressure showed a relative probability increase starting at 12 cmH2O. Conclusion Age is the most important demographic risk factor of ICU mortality, ICU-free days and ventilator-free days throughout the course of invasive mechanical ventilation in critically ill COVID-19 patients. pH, P/F ratio, and driving pressure should be monitored closely over the course of mechanical ventilation as risk factors predictive of these outcomes.
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- 2021
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4. Moderate positive predictive value of a multiplex real-time PCR on whole blood for pathogen detection in critically ill patients with sepsis
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van de Groep, Kirsten, Bos, Martine P., Varkila, Meri R. J., Savelkoul, Paul H. M., Ong, David S. Y., Derde, Lennie P. G., Juffermans, Nicole P., Bonten, Marc J. M., Cremer, Olaf L., de Beer, Friso M., Bos, Lieuwe D. J., Glas, Gerie J., Hoogendijk, Arie J., van Hooijdonk, Roosmarijn T. M., Horn, Janneke, Huson, Mischa A., van der Poll, Tom, Schouten, Laura R. A., Scicluna, Brendon, Schultz, Marcus J., Straat, Marleen, van Vught, Lonneke A., Wieske, Luuk, Wiewel, Maryse A., Witteveen, Esther, Frencken, Jos F., Klouwenberg, Peter M. C. Klein, Koster-Brouwer, Maria E., Verboom, Diana M., MUMC+: DA Medische Microbiologie en Infectieziekten (5), Med Microbiol, Infect Dis & Infect Prev, RS: NUTRIM - R2 - Liver and digestive health, RS: CAPHRI - R4 - Health Inequities and Societal Participation, Medical Microbiology and Infection Prevention, AGEM - Digestive immunity, AII - Infectious diseases, Amsterdam Reproduction & Development (AR&D), Division 1, Intensive Care Medicine, Center of Experimental and Molecular Medicine, Infectious diseases, ACS - Diabetes & metabolism, ACS - Pulmonary hypertension & thrombosis, and ACS - Microcirculation
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Male ,0301 basic medicine ,Microbiology (medical) ,medicine.medical_specialty ,Diagnostic research ,Multiplex real-time PCR ,Critical Illness ,030106 microbiology ,Pathogen detection ,Real-Time Polymerase Chain Reaction ,law.invention ,Sepsis ,03 medical and health sciences ,0302 clinical medicine ,Medical microbiology ,Predictive Value of Tests ,law ,Intensive care ,Internal medicine ,Journal Article ,medicine ,Humans ,Multiplex ,Prospective Studies ,030212 general & internal medicine ,Aged ,Whole blood ,Critically ill ,business.industry ,General Medicine ,Middle Aged ,medicine.disease ,Intensive care unit ,Blood ,Infectious Diseases ,Real-time polymerase chain reaction ,INFECTIONS ,Female ,Original Article ,business ,Multiplex Polymerase Chain Reaction - Abstract
A novel multiplex real-time PCR for bloodstream infections (BSI-PCR) detects pathogens directly in blood. This study aimed at determining the positive predictive value (PPV) of BSI-PCR in critically ill patients with sepsis. We included consecutive patients with presumed sepsis upon admission to the intensive care unit (ICU). The multiplexed BSI-PCR included 17 individual PCRs for a broad panel of species- and genus-specific DNA targets. BSI-PCR results were compared with a reference diagnosis for which plausibility of infection and causative pathogen(s) had been prospectively assessed by trained observers, based on available clinical and microbiological evidence. PPV and false positive proportion (FPP) were calculated. Clinical plausibility of discordant positive results was adjudicated by an expert panel. Among 325 patients, infection likelihood was categorized as confirmed, uncertain, and ruled out in 210 (65%), 88 (27%), and 27 (8%) subjects, respectively. BSI-PCR identified one or more microorganisms in 169 (52%) patients, of whom 104 (61%) had at least one detection in accordance with the reference diagnosis. Discordant positive PCR results were observed in 95 patients, including 30 subjects categorized as having an “unknown” pathogen. Based on 5525 individual PCRs yielding 295 positive results, PPV was 167/295 (57%) and FPP was 128/5525 (2%). Expert adjudication of the 128 discordant PCR findings resulted in an adjusted PPV of 68% and FPP of 2%. BSI-PCR was all-negative in 156 patients, including 79 (51%) patients in whom infection was considered ruled out. BSI-PCR may complement conventional cultures and expedite the microbiological diagnosis of sepsis in ICU patients, but improvements in positive predictive value of the test are warranted before its implementation in clinical practice can be considered. Electronic supplementary material The online version of this article (10.1007/s10096-019-03616-w) contains supplementary material, which is available to authorized users.
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- 2019
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5. Editorial: Viral Infections in the Intensive Care Unit
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Maraolo, Alberto E., Barac, Aleksandra, Cremer, Olaf L., and Ong, David S. Y.
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virus reactivation ,Editorial ,herpesvirus ,respiratory tract infection ,Medicine ,intensive care unit ,cytomegalovirus - Published
- 2021
6. An increase in CD62L dim neutrophils precedes the development of pulmonary embolisms in COVID‐19 patients
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Spijkerman, Roy, Jorritsma, Nikita K. N., Bongers, Suzanne H., Bindels, Bas J. J., Jukema, Bernard N., Hesselink, Lillian, Hietbrink, Falco, Leenen, Luke P. H., Goor, Harriët M. R., Vrisekoop, Nienke, Kaasjager, Karin A. H., Koenderman, Leo, Stiphout, Feike, Nijdam, Thomas M. P., van de Ven, Nils L. M., Verhaegh, Remi, Spanjaard, Judith S., Verboeket, Benjamin W., Laane, Duco, van Wessem, Karlijn, van spengler, Daan E. J., Buitenwerf, Wiebe, Giustarini, Giulio, Mulder, Eva, Heijerman, Harry, Zabaleta, Amely Daza, van den bos, Frederique, Rademaker, Emma, Varkila, Meri R. J., de Mul, Nikki, Cremer, Olaf L., Slooter, Arjen, Delemarre, Eveline M., Nierkens, Stefan, Limper, Maarten, van Wijk, Femke, Pandit, Aridaman, Leavis, Helen, Clark, Chantal C., Barendrecht, Arjan D., Seinen, Cor W., Drost‐Verhoef, Sandra, Smits, Simone, Parr, Naomi M. J., Sebastian, Sylvie A. E., Koekman, Arnold C., van Wesel, Annet C., van der Vries, Erhard, Maas, Coen, de Maat, Steven, Haitjema, Saskia, and Hoefer, Imo E.
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Male ,0301 basic medicine ,pulmonary embolism ,Neutrophils ,Receptor expression ,SARS‐CoV‐2 ,Neutrophil Activation ,law.invention ,Cohort Studies ,0302 clinical medicine ,Immunophenotyping ,law ,L‐selectin ,L-Selectin ,biology ,Incidence (epidemiology) ,Regular Article ,General Medicine ,Middle Aged ,Prognosis ,Thrombosis ,Intensive care unit ,Pulmonary embolism ,Intensive Care Units ,Female ,L-selectin ,Disease Susceptibility ,medicine.medical_specialty ,Intensive Care Unit ,Immunology ,CD16 ,03 medical and health sciences ,COVID‐19 ,Internal medicine ,medicine ,CD62L ,Humans ,Aged ,SARS-CoV-2 ,business.industry ,COVID-19 ,medicine.disease ,030104 developmental biology ,biology.protein ,business ,Biomarkers ,Regular Articles ,030215 immunology - Abstract
Objectives A high incidence of pulmonary embolism (PE) is reported in patients with critical coronavirus disease 2019 (COVID‐19). Neutrophils may contribute to this through a process referred to as immunothrombosis. The aim of this study was to investigate the occurrence of neutrophil subpopulations in blood preceding the development of COVID‐19 associated PE. Methods We studied COVID‐19 patients admitted to the ICU of our tertiary hospital between 19‐03‐2020 and 17‐05‐2020. Point‐of‐care fully automated flow cytometry was performed prior to ICU admission, measuring the neutrophil activation/maturation markers CD10, CD11b, CD16 and CD62L. Neutrophil receptor expression was compared between patients who did or did not develop PE (as diagnosed on CT angiography) during or after their ICU stay. Results Among 25 eligible ICU patients, 22 subjects were included for analysis, of whom nine developed PE. The median (IQR) time between neutrophil phenotyping and PE occurrence was 9 (7‐12) days. A significant increase in the immune‐suppressive neutrophil phenotype CD16bright/CD62Ldim was observed on the day of ICU admission (P = 0.014) in patients developing PE compared to patients who did not. Conclusion The increase in this neutrophil phenotype indicates that the increased number of CD16bright/CD62Ldim neutrophils might be used as prognostic marker to predict those patients that will develop PE in critical COVID‐19 patients.
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- 2021
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7. Classification of sepsis, severe sepsis and septic shock: the impact of minor variations in data capture and definition of SIRS criteria
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Klein Klouwenberg, Peter M. C., Ong, David S. Y., Bonten, Marc J. M., and Cremer, Olaf L.
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- 2012
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8. Likelihood of infection in patients with presumed sepsis at the time of intensive care unit admission: a cohort study
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Klein Klouwenberg, Peter M. C., Cremer, Olaf L., van Vught, Lonneke A., Ong, David S. Y., Frencken, Jos F., Schultz, Marcus J., Bonten, Marc J., and van der Poll, Tom
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- 2015
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9. Estimated dead space fraction and the ventilatory ratio are associated with mortality in early ARDS
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Morales-Quinteros, Luis, Schultz, Marcus J., Bringué, Josep, Calfee, Carolyn S., Camprubí, Marta, Cremer, Olaf L., Horn, Janneke, van der Poll, Tom, Sinha, Pratik, Artigas, Antonio, Bos, Lieuwe D., de Beer, Friso M., Glas, Gerie J., Hoogendijk, Arie J., van Hooijdonk, Roosmarijn T., Huson, Mischa A., Scicluna, Brendon, Schouten, Laura R., Straat, Marleen, van Vught, Lonneke A., Wieske, Luuk, Wiewel, Maryse A., Witteveen, Esther, Bonten, Marc J., Frencken, Jos F., van de Groep, Kirsten, Klein Klouwenberg, Peter M., Koster-Brouwer, Maria E., Ong, David S., Varkila, Meri R., Verboom, Diana M., Intensive Care Medicine, ANS - Neuroinfection & -inflammation, Center of Experimental and Molecular Medicine, Infectious diseases, ACS - Heart failure & arrhythmias, Anesthesiology, Graduate School, ACS - Diabetes & metabolism, APH - Quality of Care, Epidemiology and Data Science, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Medical Microbiology and Infection Prevention, AII - Inflammatory diseases, ARD - Amsterdam Reproduction and Development, ACS - Pulmonary hypertension & thrombosis, and ACS - Microcirculation
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medicine.medical_specialty ,ARDS ,medicine.medical_treatment ,Dead space ,Respiratory Dead Space ,Prognostication ,Critical Care and Intensive Care Medicine ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,law ,Internal medicine ,Journal Article ,medicine ,Acute respiratory distress syndrome (ARDS) ,Intensive care unit ,Mortality ,Respiratory dead space ,Mechanical ventilation ,Acute respiratory distress syndrome ,business.industry ,Research ,lcsh:Medical emergencies. Critical care. Intensive care. First aid ,Ventilatory ratio ,030208 emergency & critical care medicine ,lcsh:RC86-88.9 ,Odds ratio ,medicine.disease ,030228 respiratory system ,Breathing ,Cardiology ,Prediction ,business ,Cohort study - Abstract
Background Indirect indices for measuring impaired ventilation, such as the estimated dead space fraction and the ventilatory ratio, have been shown to be independently associated with an increased risk of mortality. This study aimed to compare various methods for dead space estimation and the ventilatory ratio in patients with acute respiratory distress syndrome (ARDS) and to determine their independent values for predicting death at day 30. The present study is a post hoc analysis of a prospective observational cohort study of ICUs of two tertiary care hospitals in the Netherlands. Results Individual patient data from 940 ARDS patients were analyzed. Estimated dead space fraction and the ventilatory ratio at days 1 and 2 were significantly higher among non-survivors (p VD/VT phys] and the ventilatory ratio at day 2 showed independent association with mortality at 30 days (odds ratio 1.28 [95% CI 1.02–1.61], p p VD/VT HB] and Penn State [VD/VT PS] estimations were not associated with mortality. The predicted validity of the estimated dead space fraction and the ventilatory ratio improved the baseline model based on PEEP, PaO2/FiO2, driving pressure and compliance of the respiratory system at day 2 (AUROCC 0.72 vs. 0.69, p Conclusions Estimated methods for dead space calculation and the ventilatory ratio during the early course of ARDS are associated with mortality at day 30 and add statistically significant but limited improvement in the predictive accuracy to indices of oxygenation and respiratory system mechanics at the second day of mechanical ventilation.
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- 2019
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10. Association between delay in intensive care unit admission and the host response in patients with community-acquired pneumonia.
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Pereverzeva, Liza, Uhel, Fabrice, Peters Sengers, Hessel, Cremer, Olaf L., Schultz, Marcus J., Bonten, Marc M. J., Scicluna, Brendon P., and van der Poll, Tom
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INTENSIVE care units ,COMMUNITY-acquired pneumonia ,CELL adhesion ,EXTRACELLULAR matrix ,HOSPITAL mortality - Abstract
Background: A delay in admission to the intensive care unit (ICU) of patients with community-acquired pneumonia (CAP) has been associated with an increased mortality. Decisions regarding interventions and eligibility for immune modulatory therapy are often made at the time of admission to the ICU. The primary aim of this study was to compare the host immune response measured upon ICU admission in CAP patients admitted immediately from the emergency department (direct ICU admission) with those who were transferred within 72 h after admission to the general ward (delayed ICU admission). Methods: Sixteen host response biomarkers providing insight in pathophysiological mechanisms implicated in sepsis and blood leukocyte transcriptomes were analysed in patients with CAP upon ICU admission in two tertiary hospitals in the Netherlands. Results: Of 530 ICU admissions with CAP, 387 (73.0%) were directly admitted and 143 (27.0%) had a delayed admission. Patients with a delayed ICU admission were more often immunocompromised (35.0 versus 21.2%, P =.002) and had more malignancies (23.1 versus 13.4%, P =.011). Shock was more present in patients who were admitted to the ICU directly (46.6 versus 33.6%, P =.010). Delayed ICU admission was not associated with an increased hospital mortality risk (hazard ratio 1.25, 95% CI 0.89–1.78, P =.20). The plasma levels of biomarkers (n = 297) reflecting systemic inflammation, endothelial cell activation and coagulation activation were largely similar between groups, with exception of C-reactive protein, soluble intercellular adhesion molecule-1 and angiopoietin-1, which were more aberrant in delayed admissions compared to direct ICU admissions. Blood leukocyte transcriptomes (n = 132) of patients with a delayed ICU admission showed blunted innate and adaptive immune response signalling when compared with direct ICU admissions, as well as decreased gene expression associated with tissue repair and extracellular matrix remodelling pathways. Conclusions: Blood leukocytes of CAP patients with delayed ICU admission show evidence of a more immune suppressive phenotype upon ICU admission when compared with blood leukocytes from patients directly transferred to the ICU. Trial registration: Molecular Diagnosis and Risk Stratification of Sepsis (MARS) project, ClinicalTrials.gov identifier NCT01905033. [ABSTRACT FROM AUTHOR]
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- 2021
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11. Predicting the clinical trajectory in critically ill patients with sepsis: A cohort study
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Klein Klouwenberg, Peter M. C., Spitoni, Cristian, van der Poll, Tom, Bonten, Marc J., Cremer, Olaf L., Frencken, Jos F., van de Groep, Kirsten, Koster-Brouwer, Marlies E., Ong, David S. Y., Verboom, Diana, de Beer, Friso M., Bos, Lieuwe D. J., Glas, Gerie J., van Hooijdonk, Roosmarijn T. M., Schouten, Laura R. A., Straat, Marleen, Witteveen, Esther, Wieske, Luuk, Hoogendijk, Arie J., Huson, Mischa A., van Vught, Lonneke A., Schultz, Marcus, Center of Experimental and Molecular Medicine, Infectious diseases, AII - Infectious diseases, Anesthesiology, Graduate School, ACS - Heart failure & arrhythmias, ANS - Neuroinfection & -inflammation, Intensive Care Medicine, ACS - Diabetes & metabolism, APH - Quality of Care, Neurology, ANS - Amsterdam Neuroscience, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, ARD - Amsterdam Reproduction and Development, ACS - Pulmonary hypertension & thrombosis, and ACS - Microcirculation
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medicine.medical_specialty ,Epidemiology ,Discharged alive ,Disease ,Research Support ,Critical Care and Intensive Care Medicine ,law.invention ,Sepsis ,03 medical and health sciences ,0302 clinical medicine ,law ,medicine ,Journal Article ,Organ failure ,Intensive care unit ,030212 general & internal medicine ,Non-U.S. Gov't ,Outcome ,Critically ill ,business.industry ,Research Support, Non-U.S. Gov't ,Organ dysfunction ,lcsh:Medical emergencies. Critical care. Intensive care. First aid ,030208 emergency & critical care medicine ,lcsh:RC86-88.9 ,medicine.disease ,Markov model ,Emergency medicine ,medicine.symptom ,business ,Cohort study - Abstract
Background To develop a mathematical model to estimate daily evolution of disease severity using routinely available parameters in patients admitted to the intensive care unit (ICU). Methods Over a 3-year period, we prospectively enrolled consecutive adults with sepsis and categorized patients as (1) being at risk for developing (more severe) organ dysfunction, (2) having (potentially still reversible) limited organ failure, or (3) having multiple-organ failure. Daily probabilities for transitions between these disease states, and to death or discharge, during the first 2 weeks in ICU were calculated using a multi-state model that was updated every 2 days using both baseline and time-varying information. The model was validated in independent patients. Results We studied 1371 sepsis admissions in 1251 patients. Upon presentation, 53 (4%) were classed at risk, 1151 (84%) had limited organ failure, and 167 (12%) had multiple-organ failure. Among patients with limited organ failure, 197 (17%) evolved to multiple-organ failure or died and 809 (70%) improved or were discharged alive within 14 days. Among patients with multiple-organ failure, 67 (40%) died and 91 (54%) improved or were discharged. Treatment response could be predicted with reasonable accuracy (c-statistic ranging from 0.55 to 0.81 for individual disease states, and 0.67 overall). Model performance in the validation cohort was similar. Conclusions This prediction model that estimates daily evolution of disease severity during sepsis may eventually support clinicians in making better informed treatment decisions and could be used to evaluate prognostic biomarkers or perform in silico modeling of novel sepsis therapies during trial design. Clinical trial registration ClinicalTrials.gov NCT01905033
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- 2019
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12. A pilot study of a novel molecular host response assay to diagnose infection in patients after high-risk gastro-intestinal surgery
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Verboom, Diana M., Koster-Brouwer, Maria E., Ruurda, Jelle P., van Hillegersberg, Richard, van Berge Henegouwen, Mark I., Gisbertz, Suzanne S., Scicluna, Brendon P., Bonten, Marc J. M., Cremer, Olaf L., Schultz, Marcus, Surgery, AGEM - Re-generation and cancer of the digestive system, AGEM - Endocrinology, metabolism and nutrition, Center of Experimental and Molecular Medicine, Epidemiology and Data Science, AII - Infectious diseases, Intensive Care Medicine, ACS - Diabetes & metabolism, ACS - Pulmonary hypertension & thrombosis, and ACS - Microcirculation
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Male ,medicine.medical_specialty ,Sterile inflammation ,medicine.medical_treatment ,Host response ,Pilot Projects ,Critical Care and Intensive Care Medicine ,law.invention ,Sepsis ,03 medical and health sciences ,Postoperative Complications ,0302 clinical medicine ,law ,Internal medicine ,Postoperative infection ,medicine ,Journal Article ,Humans ,In patient ,030212 general & internal medicine ,Aged ,business.industry ,Clinical performance ,030208 emergency & critical care medicine ,Middle Aged ,medicine.disease ,Intensive care unit ,Surgery ,3. Good health ,Esophagectomy ,MicroRNAs ,030228 respiratory system ,Case-Control Studies ,Biological Assay ,Female ,business ,Complication ,Biomarkers ,Gastro intestinal - Abstract
Aim: SeptiCyte LAB measures the expression of four host-response RNAs in blood to distinguish sepsis from sterile inflammation. Sequential monitoring of this assay may have diagnostic utility in patients at high risk for postoperative infectious complications. Methods: In this pilot study we studied esophagectomy patients who had developed a complication within 30 days following surgery as well as a random sample of 100 uncomplicated postoperative patients. PAXgene blood samples were collected postoperatively and whenever a complication occurred. SeptiCyte scores (ranging 0-10 with increasing likelihood of infection) were compared to post-hoc physician adjudication of infection likelihood using strict definitions. Results: Among 370 esophagectomy patients, 120 (32%) subjects developed a complication requiring ICU (re)admission, 63 (53%) of whom could be analyzed. Immediate postoperative SeptiCyte LAB scores were highly variable, yet similar for patients having a complicated and uncomplicated postoperative course (median score of 2.4 (IQR 1.6-3.3) versus 2.2 (IQR 1.3-3), respectively). Scores increased as complications developed, but this rise was higher for 34 subjects having confirmed infection (median difference 4.7 (IQR 4.1-5.8)) then for 12 subjects with a non-infectious complication (2.1 (IQR 0.4-3.6); p
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- 2019
13. The predictive validity for mortality of the driving pressure and the mechanical power of ventilation.
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van Meenen, David M. P., Serpa Neto, Ary, Paulus, Frederique, Merkies, Coen, Schouten, Laura R., Bos, Lieuwe D., Horn, Janneke, Juffermans, Nicole P., Cremer, Olaf L., van der Poll, Tom, Schultz, Marcus J., for the MARS Consortium, de Beer, Friso M., Glas, Gerie J., Hoogendijk, Arie J., van Hooijdonk, Roosmarijn T., Huson, Mischa A., Scicluna, Brendon, Straat, Marleen, and van Vught, Lonneke A.
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ARTIFICIAL respiration ,MORTALITY ,PREDICTIVE validity ,POWER transmission ,INTENSIVE care patients - Abstract
Background: Outcome prediction in critically ill patients under invasive ventilation remains extremely challenging. The driving pressure (ΔP) and the mechanical power of ventilation (MP) are associated with patient-centered outcomes like mortality and duration of ventilation. The objective of this study was to assess the predictive validity for mortality of the ΔP and the MP at 24 h after start of invasive ventilation. Methods: This is a post hoc analysis of an observational study in intensive care unit patients, restricted to critically ill patients receiving invasive ventilation for at least 24 h. The two exposures of interest were the modified ΔP and the MP at 24 h after start of invasive ventilation. The primary outcome was 90-day mortality; secondary outcomes were ICU and hospital mortality. The predictive validity was measured as incremental 90-day mortality beyond that predicted by the Acute Physiology, Age and Chronic Health Evaluation (APACHE) IV score and the Simplified Acute Physiology Score (SAPS) II. Results: The analysis included 839 patients with a 90-day mortality of 42%. The median modified ΔP at 24 h was 15 [interquartile range 12 to 19] cm H
2 O; the median MP at 24 h was 206 [interquartile range 145 to 298] 10−3 J/min/kg predicted body weight (PBW). Both parameters were associated with 90-day mortality (odds ratio (OR) for 1 cm H2 O increase in the modified ΔP, 1.05 [95% confidence interval (CI) 1.03 to 1.08]; P < 0.001; OR for 100 10−3 J/min/kg PBW increase in the MP, 1.20 [95% CI 1.09 to 1.33]; P < 0.001). Area under the ROC for 90-day mortality of the modified ΔP and the MP were 0.70 [95% CI 0.66 to 0.74] and 0.69 [95% CI 0.65 to 0.73], which was neither different from that of the APACHE IV score nor that of the SAPS II. Conclusions: In adult patients under invasive ventilation, the modified ΔP and the MP at 24 h are associated with 90 day mortality. Neither the modified ΔP nor the MP at 24 h has predictive validity beyond the APACHE IV score and the SAPS II. [ABSTRACT FROM AUTHOR]- Published
- 2020
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14. Prognostic classification based on P/F and PEEP in invasively ventilated ICU patients with hypoxemia—insights from the MARS study.
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Simonis, Fabienne D., Schouten, Laura R. A., Cremer, Olaf L., Ong, David S. Y., Amoruso, Gabriele, Cinella, Gilda, Schultz, Marcus J., Bos, Lieuwe D., for the MARS consortium, de Beer, F. M., Bos, L. D., Glas, G. J., Horn, J., Hoogendijk, A. J., van Hooijdonk, R. T., Huson, M. A., van der Poll, T., Scicluna, B., Schouten, L. R., and Schultz, M. J.
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ADULT respiratory distress syndrome ,POSITIVE end-expiratory pressure ,HYPOXEMIA ,CLASSIFICATION ,HOSPITAL mortality ,RUNNING injuries - Abstract
Background: Outcome prediction in patients with acute respiratory distress syndrome (ARDS) greatly improves when patients are reclassified based on predefined arterial oxygen partial pressure to fractional inspired oxygen ratios (PaO
2 /FiO2 ) and positive end–expiratory pressure (PEEP) cutoffs 24 h after the initial ARDS diagnosis. The aim of this study was to test whether outcome prediction improves when patients are reclassified based on predefined PaO2 /FiO2 and PEEP cutoffs 24 h after development of mild hypoxemia while not having ARDS. Methods: Post hoc analysis of a large prospective, multicenter, observational study that ran in the ICUs of two academic hospitals in the Netherlands between January 2011 and December 2013. Patients were classified into four groups using predefined cutoffs for PaO2 /FiO2 (250 mmHg) and PEEP (5 cm H2 O), both at onset of hypoxemia and after 24 h: PaO2 /FiO2 ≥ 250 mmHg and PEEP < 6 cm H2 O (group I), PaO2 /FiO2 ≥ 250 mmHg and PEEP ≥ 6 cm H2 O (group II), PaO2 /FiO2 < 250 mmHg and PEEP < 6 cm H2 O (group III), and PaO2 /FiO2 < 250 mmHg and PEEP ≥ 6 cm H2 O (group IV), to look for trend association with all-cause in-hospital mortality, the primary outcome. Secondary outcome were ICU- and 90-day mortality, and the number of ventilator-free days or ICU-free days and alive at day 28. Results: The analysis included 689 consecutive patients. All-cause in-hospital mortality was 35%. There was minimal variation in mortality between the four groups at onset of hypoxemia (33, 36, 38, and 34% in groups I to IV, respectively; P = 0.65). Reclassification after 24 h resulted in a strong trend with increasing mortality from group I to group IV (31, 31, 37, and 48% in groups I to IV, respectively; P < 0.01). Similar trends were found for the secondary endpoints. Conclusions: Reclassification using PaO2 /FiO2 and PEEP cutoffs after 24 h improved classification for outcome in invasively ventilated ICU patients with hypoxemia not explained by ARDS, compared to classification at onset of hypoxemia. Trial registration: ClinicalTrials.gov identifier: NCT01905033. Registered on July 11, 2013. Retrospectively registered. [ABSTRACT FROM AUTHOR]- Published
- 2020
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15. Mortality and host response aberrations associated with transient and persistent acute kidney injury in critically ill patients with sepsis: a prospective cohort study.
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Uhel, Fabrice, Peters-Sengers, Hessel, Falahi, Fahimeh, Scicluna, Brendon P., van Vught, Lonneke A., Bonten, Marc J., Cremer, Olaf L., Schultz, Marcus J., and van der Poll, Tom
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ACUTE kidney failure ,SEPSIS ,CRITICALLY ill ,SYSTEMIC inflammatory response syndrome ,INTENSIVE care units ,PATHOLOGY - Abstract
Purpose: Sepsis is the most frequent cause of acute kidney injury (AKI). The "Acute Disease Quality Initiative Workgroup" recently proposed new definitions for AKI, classifying it as transient or persistent. We investigated the incidence, mortality, and host response aberrations associated with transient and persistent AKI in sepsis patients. Methods: A total of 1545 patients admitted with sepsis to 2 intensive care units in the Netherlands were stratified according to the presence (defined by any urine or creatinine RIFLE criterion within the first 48 h) and evolution of AKI (with persistent defined as remaining > 48 h). We determined 30-day mortality by logistic regression adjusting for confounding variables and analyzed 16 plasma biomarkers reflecting pathways involved in sepsis pathogenesis (n = 866) and blood leukocyte transcriptomes (n = 392). Results: AKI occurred in 37.7% of patients, of which 18.4% was transient and 81.6% persistent. On admission, patients with persistent AKI had higher disease severity scores and more frequently had severe (injury or failure) RIFLE AKI stages than transient AKI patients. Persistent AKI, but not transient AKI, was associated with increased mortality by day 30 and up to 1 year. Persistent AKI was associated with enhanced and sustained inflammatory and procoagulant responses during the first 4 days, and a more severe loss of vascular integrity compared with transient AKI. Baseline blood gene expression showed minimal differences with respect to the presence or evolution of AKI. Conclusion: Persistent AKI is independently associated with sepsis mortality, as well as with sustained inflammatory and procoagulant responses, and loss of vascular integrity as compared with transient AKI. [ABSTRACT FROM AUTHOR]
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- 2020
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16. Critical care management of severe sepsis and septic shock: a cost-analysis
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Koster-Brouwer, Maria E, Klein Klouwenberg, Peter M C, Pasma, Wietze, Bosmans, Judith E, van der Poll, Tom, Bonten, Marc J M, and Cremer, Olaf L
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critical care ,intensive care unit ,resource use sepsis ,health care economics and organizations ,healthcare costs - Abstract
Background Sepsis treatment has been associated with high costs. Furthermore, both the incidence of sepsis and the severity of illness at presentation appear to be increasing. We estimated healthcare costs related to the treatment of patients with sepsis in the intensive care unit (ICU) and aimed to explain variability in costs between individuals. Methods We performed a prospective cohort study in patients presenting with severe sepsis or septic shock to the ICUs of two tertiary centres in the Netherlands. Resource use was valued using a bottom-up micro-costing approach. Multivariable regression analysis was used to study variability in costs. Results Overall, 651 patients were included, of which 294 presented with septic shock. Mean costs were €2250 (95% CI €2235-€2266) per day and €29,102 (95% CI €26,598-€31,690) per ICU admission. Of the total expenditure, 74% was related to accommodation, personnel, and disposables, 12% to diagnostic procedures, and 14% to therapeutic interventions. Patients with septic shock had higher costs compared with patients with severe sepsis (additional costs: €69 (95% CI €37-€100) per day, and €8355 (95% CI €3400-€13,367) per admission). Site of infection, causative organism, presence of shock, and immunodeficiency were independently associated with costs, but explained only 11% of the total variance. Conclusion Mean costs of sepsis care in the ICU were almost €30,000 per case. As costs were poorly predictable, opportunities for cost savings based on patient profiling upon admission are limited.
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- 2016
17. Chronic antiplatelet therapy is not associated with alterations in the presentation, outcome, or host response biomarkers during sepsis: a propensity-matched analysis
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Wiewel, Maryse A., de Stoppelaar, Sacha F., van Vught, Lonneke A., Frencken, Jos F., Hoogendijk, Arie J., Klein Klouwenberg, Peter M C, Horn, Janneke, Bonten, Marc J., Zwinderman, Aeilko H., Cremer, Olaf L., Schultz, Marcus J., van der Poll, Tom, On Behalf Of The Mars Consortium, Behalf Of The Mars Consortium, Amsterdam institute for Infection and Immunity, Graduate School, Medical Microbiology and Infection Prevention, Other departments, Center of Experimental and Molecular Medicine, Amsterdam Neuroscience - Neuroinfection & -inflammation, Intensive Care Medicine, Amsterdam Public Health, Epidemiology and Data Science, Infectious diseases, Amsterdam Cardiovascular Sciences, Anesthesiology, and Neurology
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Male ,medicine.medical_specialty ,Observational Study ,030204 cardiovascular system & hematology ,Research Support ,Critical Care and Intensive Care Medicine ,law.invention ,Sepsis ,03 medical and health sciences ,0302 clinical medicine ,law ,Intensive care ,Anesthesiology ,medicine ,Journal Article ,Humans ,Antiplatelet ,Intensive care unit ,Prospective Studies ,Mortality ,Non-U.S. Gov't ,Propensity Score ,Intensive care medicine ,Prospective cohort study ,Aged ,Netherlands ,Aspirin ,business.industry ,Research Support, Non-U.S. Gov't ,030208 emergency & critical care medicine ,Retrospective cohort study ,Middle Aged ,medicine.disease ,Intensive Care Units ,Platelet aggregation inhibitor ,Female ,business ,Biomarkers ,Platelet Aggregation Inhibitors ,medicine.drug - Abstract
Purpose: Sepsis is a major health burden worldwide. Preclinical investigations in animals and retrospective studies in patients have suggested that inhibition of platelets may improve the outcome of sepsis. In this study we investigated whether chronic antiplatelet therapy impacts on the presentation and outcome of sepsis, and the host response. Methods: We performed a prospective observational study in 972 patients admitted with sepsis to the mixed intensive care units (ICUs) of two hospitals in the Netherlands between January 2011 and July 2013. Of them, 267 patients (27.5 %) were on antiplatelet therapy (95.9 % acetylsalicylic acid) before admission. To account for differential likelihoods of receiving antiplatelet therapy, a propensity score was constructed, including variables associated with use of antiplatelet therapy. Cox proportional hazards regression was used to estimate the association of antiplatelet therapy with mortality. Results: Antiplatelet therapy was not associated with sepsis severity at presentation, the primary source of infection, causative pathogens, the development of organ failure or shock during ICU stay, or mortality up to 90 days after admission, in either unmatched or propensity-matched analyses. Antiplatelet therapy did not modify the values of 19 biomarkers providing insight into hallmark host responses to sepsis, including activation of the coagulation system, the vascular endothelium, the cytokine network, and renal function, during the first 4 days after ICU admission. Conclusions: Pre-existing antiplatelet therapy is not associated with alterations in the presentation or outcome of sepsis, or the host response.
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- 2016
18. Epidemiology, Management, and Risk-Adjusted Mortality of ICU-Acquired Enterococcal Bacteremia
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Ong, David S Y, Bonten, Marc J M, Safdari, Khatera, Spitoni, Cristian, Frencken, Jos F, Witteveen, Esther, Horn, Janneke, Klein Klouwenberg, Peter M C, Cremer, Olaf L, Sub Mathematical Modeling, Mathematical Modeling, Graduate School, Amsterdam institute for Infection and Immunity, Amsterdam Neuroscience, Intensive Care Medicine, Amsterdam Cardiovascular Sciences, Anesthesiology, Infectious diseases, Other departments, Center of Experimental and Molecular Medicine, and Neurology
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Microbiology (medical) ,Adult ,Male ,Pediatrics ,medicine.medical_specialty ,Population ,Bacteremia ,law.invention ,Interquartile range ,law ,Case fatality rate ,Epidemiology ,medicine ,Humans ,Prospective Studies ,Mortality ,education ,Gram-Positive Bacterial Infections ,Aged ,Netherlands ,Aged, 80 and over ,education.field_of_study ,Cross Infection ,biology ,business.industry ,Middle Aged ,biology.organism_classification ,medicine.disease ,Intensive care unit ,Confidence interval ,Intensive Care Units ,Infectious Diseases ,Enterococcus ,Female ,business - Abstract
BACKGROUND: Enterococcal bacteremia has been associated with high case fatality, but it remains unknown to what extent death is caused by these infections. We therefore quantified attributable mortality of intensive care unit (ICU)-acquired bacteremia caused by enterococci. METHODS: From 2011 to 2013 we studied consecutive patients who stayed >48 hours in 2 tertiary ICUs in the Netherlands, using competing risk survival regression and marginal structural modeling to estimate ICU mortality caused by enterococcal bacteremia. RESULTS: Among 3080 admissions, 266 events of ICU-acquired bacteremia occurred in 218 (7.1%) patients, of which 76 were caused by enterococci (incidence rate, 3.0 per 1000 patient-days at risk; 95% confidence interval [CI], 2.3-3.7). A catheter-related bloodstream infection (CRBSI) was suspected in 44 (58%) of these, prompting removal of 68% of indwelling catheters and initiation of antibiotic treatment for a median duration of 3 (interquartile range 1-7) days. Enterococcal bacteremia was independently associated with an increased case fatality rate (adjusted subdistribution hazard ratio [SHR], 2.68; 95% CI, 1.44-4.98). However, for patients with CRBSI, case fatality was similar for infections caused by enterococci and coagulase-negative staphylococci (CoNS; adjusted SHR, 0.91; 95% CI, .50-1.67). Population-attributable fraction of mortality was 4.9% (95% CI, 2.9%-6.9%) by day 90, reflecting a population-attributable risk of 0.8% (95% CI, .4%-1.1%). CONCLUSIONS: ICU-acquired enterococcal bacteremia is associated with increased case fatality; however, the mortality attributable to these infections is low from a population perspective. The virulence of enterococci and CoNS in a setting of CRBSI seems comparable.
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- 2015
19. Plasma fractalkine is a sustained marker of disease severity and outcome in sepsis patients
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Hoogendijk, Arie J., Wiewel, Maryse A., Vught, Lonneke A. van, Scicluna, Brendon P., Belkasim-Bohoudi, Hakima, Horn, Janneke, Zwinderman, Aeilko H., Klein Klouwenberg, Peter M.C., Cremer, Olaf L., Bonten, Marc J., Schultz, Marcus J., Poll, Tom van der, MARS Consortium, MARS Consortium, Center of Experimental and Molecular Medicine, Graduate School, Amsterdam institute for Infection and Immunity, Amsterdam Public Health, Epidemiology and Data Science, Amsterdam Neuroscience, Intensive Care Medicine, Infectious diseases, Amsterdam Cardiovascular Sciences, Anesthesiology, and Other departments
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Adult ,Male ,Septicemia -- Diagnosis ,medicine.medical_specialty ,Chemokine ,Outcome assessment (Medical care) ,Critical Care and Intensive Care Medicine ,Research Support ,Severity of Illness Index ,law.invention ,Sepsis ,Mediator ,Disease severity ,law ,Internal medicine ,Severity of illness ,medicine ,Journal Article ,Humans ,In patient ,Intensive care medicine ,Non-U.S. Gov't ,Biochemical markers -- Diagnostic use ,Aged ,Intensive care units ,biology ,business.industry ,Chemokine CX3CL1 ,Research Support, Non-U.S. Gov't ,Research ,Middle Aged ,Chemokines -- Immunology ,medicine.disease ,Prognosis ,Intensive care unit ,Icu admission ,Patient Outcome Assessment ,Intensive Care Units ,biology.protein ,Female ,business ,Biomarkers - Abstract
Introduction: Fractalkine is a chemokine implicated as a mediator in a variety of inflammatory conditions. Knowledge of fractalkine release in patients presenting with infection to the Intensive Care Unit (ICU) is highly limited. The primary objective of this study was to establish whether plasma fractalkine levels are elevated in sepsis and associate with outcome. The secondary objective was to determine whether fractalkine can assist in the diagnosis of infection upon ICU admission., Methods: Fractalkine was measured in 1103 consecutive sepsis patients (including 271 patients with community-acquired pneumonia (CAP)) upon ICU admission and at days 2 and 4 thereafter; in 73 ICU patients treated for suspected CAP in whom this diagnosis was refuted in retrospect; and in 5 healthy humans intravenously injected with endotoxin., Results: Compared to healthy volunteers, sepsis patients had strongly elevated fractalkine levels. Fractalkine levels increased with the number of organs failing, were higher in patients presenting with shock, but did not vary by site of infection. Non-survivors had sustained elevated fractalkine levels when compared to survivors. Fractalkine was equally elevated in CAP patients and patients treated for CAP but in whom the diagnosis was retrospectively refuted. Fractalkine release induced by intravenous endotoxin followed highly similar kinetics as the endothelial cell marker E-selectin., Conclusions: Plasma fractalkine is an endothelial cell derived biomarker that, while not specific for infection, correlates with disease severity in sepsis patients admitted to the ICU., peer-reviewed
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- 2015
20. The attributable mortality of delirium in critically ill patients: Prospective cohort study
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Klouwenberg, Peter M C Klein, Zaal, Irene J., Ong, David S Y, Van Der Kooi, Arendina W., Bonten, Marc J M, Slooter, Arjen J C, Cremer, Olaf L., Spitoni, Cristian, Sub Mathematical Modeling, Sub Stochastics and Decision Theory begr, Mathematical Modeling, Sub Mathematical Modeling, Sub Stochastics and Decision Theory begr, and Mathematical Modeling
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Male ,medicine.medical_specialty ,Critical Care ,Critical Illness ,Marginal structural model ,law.invention ,law ,Internal medicine ,mental disorders ,Odds Ratio ,medicine ,Attributable mortality ,Humans ,Hospital Mortality ,Prospective Studies ,Prospective cohort study ,Survival analysis ,Aged ,Netherlands ,Medicine(all) ,business.industry ,Research ,Delirium ,General Medicine ,Odds ratio ,Middle Aged ,Length of Stay ,Survival Analysis ,Intensive care unit ,Confidence interval ,Surgery ,Intensive Care Units ,Logistic Models ,Female ,medicine.symptom ,business - Abstract
Objective To determine the attributable mortality caused by delirium in critically ill patients. Design Prospective cohort study. Setting 32 mixed bed intensive care unit in the Netherlands, January 2011 to July 2013. Participants 1112 consecutive adults admitted to an intensive care unit for a minimum of 24 hours. Exposures Trained observers evaluated delirium daily using a validated protocol. Logistic regression and competing risks survival analyses were used to adjust for baseline variables and a marginal structural model analysis to adjust for confounding by evolution of disease severity before the onset of delirium. Main outcome measure Mortality during admission to an intensive care unit. Results Among 1112 evaluated patients, 558 (50.2%) developed at least one episode of delirium, with a median duration of 3 days (interquartile range 2-7 days). Crude mortality was 94/558 (17%) in patients with delirium compared with 40/554 (7%) in patients without delirium (P
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- 2014
21. The Host Response in Patients with Sepsis Developing Intensive Care Unit-acquired Secondary Infections.
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van Vught, Lonneke A., Wiewel, Maryse A., Hoogendijk, Arie J., Frencken, Jos F., Scicluna, Brendon P., Klein Klouwenberg, Peter M. C., Zwinderman, Aeilko H., Lutter, Rene, Horn, Janneke, Schultz, Marcus J., Bonten, Marc M. J., Cremer, Olaf L., and van der Poll, Tom
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- 2017
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22. Long-Term Self-Reported Cognitive Problems After Delirium in the Intensive Care Unit and the Effect of Systemic Inflammation.
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Wolters, Annemiek E., Peelen, Linda M., Veldhuijzen, Dieuwke S., Zaal, Irene J., Lange, Dylan W., Pasma, Wietze, Dijk, Diederik, Cremer, Olaf L., and Slooter, Arjen J. C.
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COGNITION disorders in old age ,DELIRIUM ,INTENSIVE care patients ,OLDER people self-evaluation ,INTENSIVE care units ,INFLAMMATION ,COGNITIVE testing ,COHORT analysis ,PATIENTS ,C-reactive protein ,COGNITION disorder risk factors ,CONFIDENCE intervals ,LONGITUDINAL method ,QUESTIONNAIRES ,SELF-evaluation ,MULTIPLE regression analysis ,DESCRIPTIVE statistics - Abstract
Objectives To describe the association between intensive care unit ( ICU) delirium and self-reported cognitive problems in 1-year ICU survivors, and investigate whether this association was altered by exposure to systemic inflammation during ICU stay. Design Prospective cohort study. Setting Dutch medical-surgical ICU. Participants One-year ICU survivors, admitted to the ICU ≥48 hours. Measurements Self-reported cognitive problems were measured with the Cognitive Failures Questionnaire ( CFQ). Cumulative exposure to systemic inflammation was based on all daily C-reactive protein ( CRP) measurements during ICU stay, expressed as the area under the curve ( AUC). Multivariable linear regression was conducted to evaluate the association between delirium and the CFQ. The effect of inflammation on the association between delirium and CFQ was assessed, comparing the effect estimate (B) of delirium and CFQ between models with and without inclusion of the AUC of CRP. Results Among 567 1-year ICU survivors, the CFQ was completed by 363 subjects. Subjects with multiple days of delirium during ICU stay reported more self-reported cognitive problems (Badj = 5.10, 95% CI 1.01-9.20), whereas a single day delirium was not associated with higher CFQ scores (Badj = −0.72, 95% CI −5.75 to 4.31). Including the AUC of CRP did not change the association between delirium and the CFQ (ratio for a single and multiple days were respectively: 1.00, 95% CI 0.59-1.44 and 0.86, 95% CI 0.47-1.16). Conclusion Multiple days of delirium was associated with long-term self-reported cognitive problems. The cumulative exposure to systemic inflammation did not alter this association, suggesting that delirium in the context of little inflammation is also detrimental. [ABSTRACT FROM AUTHOR]
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- 2017
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23. Incidence, Predictors, and Outcomes of New-Onset Atrial Fibrillation in Critically Ill Patients with Sepsis. A Cohort Study.
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Klein Klouwenberg, Peter M. C., Frencken, Jos F., Kuipers, Sanne, Ong, David S. Y., Peelen, Linda M., van Vught, Lonneke A., Schultz, Marcus J., van der Poll, Tom, Bonten, Marc J., Cremer, Olaf L., and MARS Consortium *
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ATRIAL fibrillation ,CATASTROPHIC illness ,LENGTH of stay in hospitals ,INTENSIVE care units ,LONGITUDINAL method ,SEPSIS ,DISEASE incidence ,DISEASE complications - Abstract
Rationale: Patients admitted to intensive care units with sepsis are prone to developing cardiac dysrhythmias, most commonly atrial fibrillation.Objectives: To determine the incidence, risk factors, and outcomes of atrial fibrillation in a cohort of critically ill patients with sepsis.Methods: We assessed the association between atrial fibrillation and mortality using time-dependent competing risks survival analysis. Subsequently, for development of a risk score estimating the probability of a first occurrence of atrial fibrillation within the following 24 hours, we performed logistic regression analysis.Measurements and Main Results: Among 1,782 patients with sepsis admitted to two tertiary intensive care units in the Netherlands between January 2011 and June 2013, a total of 1,087 episodes of atrial fibrillation occurred in 418 (23%) individuals. The cumulative risk of new-onset atrial fibrillation was 10% (95% confidence interval [CI], 8-12), 22% (95% CI, 18-25), and 40% (95% CI, 36-44) in patients with sepsis, severe sepsis, and septic shock, respectively. New-onset atrial fibrillation was associated with a longer stay (hazard ratio [HR], 0.55; 95% CI, 0.48-0.64), an increased death rate (HR, 1.52; 95% CI, 1.16-2.00), and an overall increased mortality risk (subdistribution HR, 2.10; 95% CI, 1.61-2.73) when considering discharge as a competing event. A simple risk score for daily prediction of atrial fibrillation occurrence yielded good discrimination (C statistic, 0.81; 95% CI, 0.79-0.84) and calibration (chi-square, 9.38; P = 0.31), with similar performance in an independent validation cohort (C statistic, 0.80; 95% CI, 0.76-0.85).Conclusions: Atrial fibrillation is a common complication of sepsis and independently associated with excess mortality. A simple risk score may identify patients at high risk of this complication. Clinical trial registered with www.clinicaltrials.gov (NCT 01905033). [ABSTRACT FROM AUTHOR]- Published
- 2017
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24. Comparative Analysis of the Host Response to Community-acquired and Hospital-acquired Pneumonia in Critically Ill Patients.
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van Vught, Lonneke A., Scicluna, Brendon P., Wiewel, Maryse A., Hoogendijk, Arie J., Klouwenberg, Peter M. C. Klein, Franitza, Marek, Toliat, Mohammad R., Nürnberg, Peter, Cremer, Olaf L., Horn, Janneke, Schultz, Marcus J., Bonten, Marc M. J., van der Poll, Tom, and Klein Klouwenberg, Peter M C
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CATASTROPHIC illness ,COMPARATIVE studies ,CROSS infection ,LONGITUDINAL method ,RESEARCH methodology ,MEDICAL cooperation ,PNEUMONIA ,RESEARCH ,EVALUATION research ,COMMUNITY-acquired infections - Abstract
Rationale: Preclinical studies suggest that hospitalized patients are susceptible to infections caused by nosocomial respiratory pathogens at least in part because of immune suppression caused by the condition for which they were admitted.Objectives: We aimed to characterize the systemic host response in hospital-acquired pneumonia (HAP) when compared with community-acquired pneumonia (CAP).Methods: We performed a prospective study in two intensive care units (ICUs) in 453 patients with HAP (n = 222) or CAP (n = 231). Immune responses were determined on ICU admission by measuring 19 plasma biomarkers reflecting organ systems implicated in infection pathogenesis (in 192 patients with HAP and 183 patients with CAP) and by applying genome-wide blood gene expression profiling (in 111 patients with HAP and 110 patients with CAP).Measurements and Main Results: Patients with HAP and CAP presented with similar disease severities and mortality rates did not differ up to 1 year after admission. Plasma proteome analysis revealed largely similar responses, including systemic inflammatory and cytokine responses, and activation of coagulation and the vascular endothelium. The blood leukocyte genomic response was greater than 75% common in patients with HAP and CAP, comprising proinflammatory, antiinflammatory, T-cell signaling, and metabolic pathway gene sets. Patients with HAP showed overexpression of genes involved in cell-cell junction remodeling, adhesion, and diapedesis, which corresponded with lower plasma levels of matrix metalloproteinase-8 and soluble E-selectin. In addition, patients with HAP demonstrated underexpression of a type-I interferon signaling gene signature.Conclusions: Patients with HAP and CAP present with a largely similar host response at ICU admission. [ABSTRACT FROM AUTHOR]- Published
- 2016
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25. Association of diabetes and diabetes treatment with the host response in critically ill sepsis patients.
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van Vught, Lonneke A., Scicluna, Brendon P., Hoogendijk, Arie J., Wiewel, Maryse A., Klein Klouwenberg, Peter M. C., Cremer, Olaf L., Horn, Janneke, Nürnberg, Peter, Bonten, Marc M. J., Schultz, Marcus J., and van der Poll, Tom
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ANTIGEN analysis ,INSULIN pharmacokinetics ,INSULIN therapy ,ANTIGENS ,CATASTROPHIC illness ,CYTOKINES ,DIABETES ,HYPERGLYCEMIA ,INFLAMMATION ,INTENSIVE care units ,INTERFERONS ,INTERLEUKIN-1 ,INTERLEUKINS ,LONGITUDINAL method ,NONPARAMETRIC statistics ,SEPSIS ,SURVIVAL analysis (Biometry) ,TUMOR necrosis factors ,TREATMENT effectiveness ,DISEASE complications ,METFORMIN ,DIAGNOSIS ,THERAPEUTICS - Abstract
Background: Diabetes is associated with chronic inflammation and activation of the vascular endothelium and the coagulation system, which in a more acute manner are also observed in sepsis. Insulin and metformin exert immune modulatory effects. In this study, we aimed to determine the association of diabetes and preadmission insulin and metformin use with sepsis outcome and host response.Methods: We evaluated 1104 patients with sepsis, admitted to the intensive care unit and stratified according to the presence or absence of diabetes mellitus. The host response was examined by a targeted approach (by measuring 15 plasma biomarkers reflective of pathways implicated in sepsis pathogenesis) and an unbiased approach (by analyzing whole genome expression profiles in blood leukocytes).Results: Diabetes mellitus was not associated with differences in sepsis presentation or mortality up to 90 days after admission. Plasma biomarker measurements revealed signs of systemic inflammation, and strong endothelial and coagulation activation in patients with sepsis, none of which were altered in those with diabetes. Patients with and without diabetes mellitus, who had sepsis demonstrated similar transcriptional alterations, comprising 74 % of the expressed gene content and involving over-expression of genes associated with pro-inflammatory, anti-inflammatory, Toll-like receptor and metabolic signaling pathways and under-expression of genes associated with T cell signaling pathways. Amongst patients with diabetes mellitus and sepsis, preadmission treatment with insulin or metformin was not associated with an altered sepsis outcome or host response.Conclusions: Neither diabetes mellitus nor preadmission insulin or metformin use are associated with altered disease presentation, outcome or host response in patients with sepsis requiring intensive care. [ABSTRACT FROM AUTHOR]- Published
- 2016
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26. Analysis of Potential Drug-Drug Interactions in Medical Intensive Care Unit Patients.
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Uijtendaal, Esther V., Harssel, Lieke L. M., Hugenholtz, Gerard W. K., Kuck, Emile M., Zwart‐van Rijkom, Jeannette E. F., Cremer, Olaf L., and Egberts, Toine C. G.
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DRUG interactions ,DRUG analysis ,INTENSIVE care patients ,INTENSIVE care units ,DECISION making in clinical medicine ,TERTIARY care ,MEDICAL care research - Abstract
Objective To describe the frequency and type of potential drug-drug interactions ( pDDIs) in a general intensive care unit (ICU) and to make recommendations to improve the management of these pDDIs. Design Retrospective observational study. Setting General ICU of a tertiary care hospital. Subjects All patients admitted for more than 24 hours between May 2009 and December 2010 who were prescribed at least one medication. Measurement and Main Results Based on the G-Standaard, the Dutch national drug database, pDDIs were identified and classified into categories of potential clinical outcome and management advice. In total, 35,784 medication episodes were identified, resulting in 2887 pDDIs (8.1%). These 2887 pDDIs occurred in 1659 patients for a mean frequency of 1.7 (95% confidence interval [CI] 1.6-1.9) pDDIs per patient. Overall, 54% of the patients experienced at least one pDDI with pDDIs present during 27% of all ICU admission days. All pDDIs could be reconstructed using 81 of the 358 (23%) relevant unique pDDI pairs described in the G-Standaard. The most frequently occurring potential clinical consequence was an increased risk of side effects or toxicity (91% of the pDDIs) such as electrolyte disturbances and masking of hypoglycemia. The most important advised management strategy was monitoring (81%), consisting of monitoring of laboratory values (52%), clinical monitoring of toxicity or effectiveness (48%), or monitoring of physical parameters such as electrocardiogram and blood pressure (11%). Conclusion Potential drug-drug interactions occur in 54% of all ICU patients, which is two times more than the rate seen in patients on general wards. A limited set of 20 pDDI pairs is responsible for more than 90% of all pDDIs. Therefore, it is worthwhile to develop guidelines for the management of these specific pDDIs. As the vast majority of the interactions can be managed by monitoring, advanced clinical decision support systems linking laboratory data to prescription data may be an effective risk management strategy. [ABSTRACT FROM AUTHOR]
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- 2014
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27. Association Between an Increase in Serum Sodium and In-Hospital Mortality in Critically Ill Patients.
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Grim, Chloe C. A., Termorshuizen, Fabian, Bosman, Robert J., Cremer, Olaf L., Meinders, Arend Jan, Nijsten, Maarten W. N., Pickkers, Peter, de Man, Angelique M. E., Schultz, Marcus J., van Vliet, Peter, Weigel, Joachim D., Helmerhorst, Hendrik J. F., de Keizer, Nicolette F., and de Jonge, Evert
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HOSPITAL mortality , *CRITICALLY ill , *SODIUM , *ODDS ratio , *LOGISTIC regression analysis , *INTENSIVE care units , *HYPERNATREMIA , *RETROSPECTIVE studies , *APACHE (Disease classification system) , *CATASTROPHIC illness , *LONGITUDINAL method , *DISEASE complications - Abstract
Objectives: In critically ill patients, dysnatremia is common, and in these patients, in-hospital mortality is higher. It remains unknown whether changes of serum sodium after ICU admission affect mortality, especially whether normalization of mild hyponatremia improves survival.Design: Retrospective cohort study.Setting: Ten Dutch ICUs between January 2011 and April 2017.Patients: Adult patients were included if at least one serum sodium measurement within 24 hours of ICU admission and at least one serum sodium measurement 24-48 hours after ICU admission were available.Interventions: None.Measurements and Main Results: A logistic regression model adjusted for age, sex, and Acute Physiology and Chronic Health Evaluation-IV-predicted mortality was used to assess the difference between mean of sodium measurements 24-48 hours after ICU admission and first serum sodium measurement at ICU admission (Δ48 hr-[Na]) and in-hospital mortality. In total, 36,660 patients were included for analysis. An increase in serum sodium was independently associated with a higher risk of in-hospital mortality in patients admitted with normonatremia (Δ48 hr-[Na] 5-10 mmol/L odds ratio: 1.61 [1.44-1.79], Δ48 hr-[Na] > 10 mmol/L odds ratio: 4.10 [3.20-5.24]) and hypernatremia (Δ48 hr-[Na] 5-10 mmol/L odds ratio: 1.47 [1.02-2.14], Δ48 hr-[Na] > 10 mmol/L odds ratio: 8.46 [3.31-21.64]). In patients admitted with mild hyponatremia and Δ48 hr-[Na] greater than 5 mmol/L, no significant difference in hospital mortality was found (odds ratio, 1.11 [0.99-1.25]).Conclusions: An increase in serum sodium in the first 48 hours of ICU admission was associated with higher in-hospital mortality in patients admitted with normonatremia and in patients admitted with hypernatremia. [ABSTRACT FROM AUTHOR]- Published
- 2021
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28. Occurrence and Risk Factors of Chronic Pain After Critical Illness.
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Koster-Brouwer, Maria E., Rijsdijk, Mienke, van Os, Wouter K. M., Soliman, Ivo W., Slooter, Arjen J. C., de Lange, Dylan W., van Dijk, Diederik, Bonten, Marc J. M., and Cremer, Olaf L.
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CHRONIC pain , *CRITICALLY ill , *ACTIVITIES of daily living , *INTENSIVE care units , *SOCIAL participation , *PAIN measurement , *TIME , *AGE distribution , *CATASTROPHIC illness , *SEX distribution , *PSYCHOLOGICAL tests , *QUALITY of life , *IMPACT of Event Scale - Abstract
Objectives: Occurrence, risk factors, and impact on daily life of chronic pain after critical illness have not been systematically studied.Design: Cohort study.Setting: A tertiary ICU in The Netherlands.Patients: We surveyed patients who had been discharged from our ICU between 2013 and 2016. Three cohorts were defined as follows: 1) ICU survivors; 2) one-year survivors reporting newly-acquired chronic pain; and (3) one-year survivors with pain who lived within 50 km from the study hospital. In cohort 1, we estimated the prevalence of new chronic pain 1 year after ICU discharge and constructed a prediction model for its occurrence incorporating three outcomes: death during follow-up, surviving without new pain, and surviving with newly-acquired pain. In cohort 2, we determined clinical features of pain and its impact on daily life. In cohort 3, we assessed the presence of neuropathic characteristics of pain.Interventions: None.Measurements and Main Results: The three cohorts contained 1,842, 160, and 42 patients, respectively. Estimated occurrence of new chronic pain was 17.7% (95% CI, 15.8-19.8%; n = 242) in 1-year survivors (n = 1,368). Median pain intensity on the numeric rating scale was 4 (interquartile range, 2-6) in the week before survey response, with impact being most evident on activities of daily living, social activities, and mobility. Neuropathic pain features were present in 50% (95% CI, 37-68%) of affected subjects. Among nine predictor variables included in a multinomial model, only female gender and days in ICU with hyperinflammation were associated with pain.Conclusions: Newly-acquired chronic pain is a frequent consequence of critical illness, and its impact on daily life of affected patients is substantial. [ABSTRACT FROM AUTHOR]- Published
- 2020
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29. Validation of a Novel Molecular Host Response Assay to Diagnose Infection in Hospitalized Patients Admitted to the ICU With Acute Respiratory Failure.
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Koster-Brouwer, Maria E., Verboom, Diana M., Scicluna, Brendon P., van de Groep, Kirsten, Frencken, Jos F., Janssen, Davy, Schuurman, Rob, Schultz, Marcus J., van der Poll, Tom, Bonten, Marc J. M., Cremer, Olaf L., and MARS Consortium
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CRITICAL care medicine , *SEPSIS , *HOSPITAL admission & discharge , *AEROMONAS diseases , *ACUTE medical care - Abstract
Objectives: Discrimination between infectious and noninfectious causes of acute respiratory failure is difficult in patients admitted to the ICU after a period of hospitalization. Using a novel biomarker test (SeptiCyte LAB), we aimed to distinguish between infection and inflammation in this population.Design: Nested cohort study.Setting: Two tertiary mixed ICUs in the Netherlands.Patients: Hospitalized patients with acute respiratory failure requiring mechanical ventilation upon ICU admission from 2011 to 2013. Patients having an established infection diagnosis or an evidently noninfectious reason for intubation were excluded.Interventions: None.Measurement and Main Results: Blood samples were collected upon ICU admission. Test results were categorized into four probability bands (higher bands indicating higher infection probability) and compared with the infection plausibility as rated by post hoc assessment using strict definitions. Of 467 included patients, 373 (80%) were treated for a suspected infection at admission. Infection plausibility was classified as ruled out, undetermined, or confirmed in 135 (29%), 135 (29%), and 197 (42%) patients, respectively. Test results correlated with infection plausibility (Spearman's rho 0.332; p < 0.001). After exclusion of undetermined cases, positive predictive values were 29%, 54%, and 76% for probability bands 2, 3, and 4, respectively, whereas the negative predictive value for band 1 was 76%. Diagnostic discrimination of SeptiCyte LAB and C-reactive protein was similar (p = 0.919).Conclusions: Among hospitalized patients admitted to the ICU with clinical uncertainty regarding the etiology of acute respiratory failure, the diagnostic value of SeptiCyte LAB was limited. [ABSTRACT FROM AUTHOR]- Published
- 2018
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30. Development and Validation of an Abbreviated Questionnaire to Easily Measure Cognitive Failure in ICU Survivors: A Multicenter Study.
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Wassenaar, Annelies, De Reus, Jorn, Donders, A. Rogier T., Schoonhoven, Lisette, Cremer, Olaf L., De Lange, Dylan W., Van Dijk, Diederik, Slooter, Arjen J. C., Pickkers, Peter, and Van Den Boogaard, Mark
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INTENSIVE care patients , *COGNITION disorders , *SCIENTIFIC observation , *QUESTIONNAIRES , *REGRESSION analysis , *PROGNOSIS , *DIAGNOSIS of delirium , *ACADEMIC medical centers , *COMPARATIVE studies , *LENGTH of stay in hospitals , *INTENSIVE care units , *LONGITUDINAL method , *RESEARCH methodology , *MEDICAL cooperation , *PSYCHOMETRICS , *RESEARCH , *SELF-evaluation , *PILOT projects , *EVALUATION research , *RETROSPECTIVE studies - Abstract
Objectives: To develop and validate an abbreviated version of the Cognitive Failure Questionnaire that can be used by patients as part of self-assessment to measure functional cognitive outcome in ICU survivors.Design: A retrospective multicenter observational study.Setting: The ICUs of two Dutch university hospitals.Patients: Adult ICU survivors.Interventions: None.Measurements and Main Results: Cognitive functioning was evaluated between 12 and 24 months after ICU discharge using the full 25-item Cognitive Failure Questionnaire (CFQ-25). Incomplete CFQ-25 questionnaires were excluded from analysis. Forward selection in a linear regression model was used in hospital A to assess which of the CFQ-25 items should be included to prevent a significant loss of correlation between an abbreviated and the full CFQ-25. Subsequently, the performance of an abbreviated Cognitive Failure Questionnaire was determined in hospital B using Pearson's correlation. A Bland-Altman plot was used to examine whether the reduced-item outcome scores of an abbreviated Cognitive Failure Questionnaire were a replacement for the full CFQ-25 outcome scores. Among 1,934 ICU survivors, 1,737 were included, 819 in hospital A, 918 in hospital B. The Pearson's correlation between the abbreviated 14-item Cognitive Failure Questionnaire (CFQ-14) and the CFQ-25 was 0.99. The mean of the difference scores was -0.26, and 95% of the difference scores fell within +5 and -5.5 on a 100-point maximum score.Conclusions: It is feasible to use the abbreviated CFQ-14 to measure self-reported cognitive failure in ICU survivors as this questionnaire has a similar performance as the full CFQ-25. [ABSTRACT FROM AUTHOR]- Published
- 2018
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31. Association of Gender With Outcome and Host Response in Critically Ill Sepsis Patients.
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van Vught, Lonneke A., Scicluna, Brendon P., Wiewel, Maryse A., Hoogendijk, Arie J., Klein Klouwenberg, Peter M. C., Ong, David S. Y., Cremer, Olaf L., Horn, Janneke, Franitza, Marek, Toliat, Mohammad R., Nürnberg, Peter, Bonten, Marc M. J., Schultz, Marcus J., van der Poll, Tom, and MARS Consortium
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CRITICALLY ill , *AEROMONAS diseases , *CRITICAL care medicine , *SEPSIS , *MULTIVARIATE analysis , *PATIENTS , *AGE distribution , *CATASTROPHIC illness , *CYTOKINES , *EPITHELIAL cells , *HEALTH status indicators , *INFLAMMATORY mediators , *INTENSIVE care units , *LONGITUDINAL method , *SEX distribution , *SPECIALTY hospitals - Abstract
Objective: To determine the association of gender with the presentation, outcome, and host response in critically ill patients with sepsis.Design and Setting: A prospective observational cohort study in the ICU of two tertiary hospitals between January 2011 and January 2014.Patients: All consecutive critically ill patients admitted with sepsis, involving 1,815 admissions (1,533 patients).Interventions: The host response was evaluated on ICU admission by measuring 19 plasma biomarkers reflecting organ systems implicated in sepsis pathogenesis (1,205 admissions) and by applying genome-wide blood gene expression profiling (582 admissions).Measurements and Main Results: Sepsis patients admitted to the ICU were more frequently males (61.0%; p < 0.0001 vs females). Baseline characteristics were not different between genders. Urosepsis was more common in females; endocarditis and mediastinitis in men. Disease severity was similar throughout ICU stay. Mortality was similar up to 1 year after ICU admission, and gender was not associated with 90-day mortality in multivariate analyses in a variety of subgroups. Although plasma proteome analyses (including systemic inflammatory and cytokine responses, and activation of coagulation) were largely similar between genders, females showed enhanced endothelial cell activation; this difference was virtually absent in patients more than 55 years old. More than 80% of the leukocyte blood gene expression response was similar in male and female patients.Conclusions: The host response and outcome in male and female sepsis patients requiring ICU admission are largely similar. [ABSTRACT FROM AUTHOR]- Published
- 2017
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32. Long-Term Mental Health Problems After Delirium in the ICU.
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Wolters, Annemiek E., Peelen, Linda M., Welling, Maartje C., Kok, Lotte, de Lange, Dylan W., Cremer, Olaf L., van Dijk, Diederik, Slooter, Arjen J. C., and Veldhuijzen, Dieuwke S.
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DELIRIUM , *ANXIETY , *NEUROLOGY , *MENTAL health , *MENTAL depression - Abstract
Objectives: To determine whether delirium during ICU stay is associated with long-term mental health problems defined as symptoms of anxiety, depression, and posttraumatic stress disorder.Design: Prospective cohort study.Setting: Survey study, 1 year after discharge from a medical-surgical ICU in the Netherlands.Patients: One-year ICU survivors of an ICU admission lasting more than 48 hours, without a neurologic disorder or other condition that would impede delirium assessment during ICU stay.Interventions: None.Measurements and Main Results: One year after discharge, ICU survivors received a survey containing the Hospital Anxiety and Depression Scale with a subscale for symptoms of depression and a subscale for symptoms of anxiety, and the Impact of Event Scale 15 item measuring symptoms of posttraumatic stress disorder. Participants were classified as having experienced no delirium (n = 270; 48%), a single day of delirium (n = 86; 15%), or multiple days of delirium (n = 211; 37%) during ICU stay. Log-binomial regression was used to assess the association between delirium and symptoms of anxiety, depression, and posttraumatic stress disorder. The study population consisted of 567 subjects; of whom 246 subjects (43%) reported symptoms of anxiety (Hospital Anxiety and Depression Scale with a subscale for anxiety, ≥ 8), and 254 (45%) symptoms of depression (Hospital Anxiety and Depression Scale with a subscale for depression, ≥ 8). In 220 patients (39%), the Impact of Event Scale 15 item was greater than or equal to 35, indicating a high probability of posttraumatic stress disorder. There was substantial overlap between these mental health problems-63% of the subjects who scored positive for the presence of any three of the mental health problems, scored positive for all three. No association was observed between either a single day or multiple days of delirium and symptoms of anxiety, depression, or posttraumatic stress disorder.Conclusions: Although symptoms of anxiety, depression, and posttraumatic stress disorder were found to be common 1 year after critical illness, the occurrence of delirium during ICU stay did not increase the risk of these long-term mental health problems. [ABSTRACT FROM AUTHOR]- Published
- 2016
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33. Admission Hyperglycemia in Critically Ill Sepsis Patients: Association With Outcome and Host Response.
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van Vught, Lonneke A., Wiewel, Maryse A., Klein Klouwenberg, Peter M. C., Hoogendijk, Arie J., Scicluna, Brendon P., Ong, David S. Y., Cremer, Olaf L., Horn, Janneke, Bonten, Marc M. J., Schultz, Marcus J., van der Poll, Tom, and Molecular Diagnosis and Risk Stratification of Sepsis Consortium
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HYPERGLYCEMIA , *BIOMARKERS , *CRITICALLY ill , *INTENSIVE care units , *SEPSIS - Abstract
Objectives: To investigate whether admission hyperglycemia is associated with the presentation and/or outcome of sepsis, what the influence of hyperglycemia is on key host responses to sepsis, and whether hyperglycemia differentially affects patients with diabetes mellitus.Design and Setting: A substudy of a prospective observational cohort study was conducted in the intensive care of two tertiary hospitals between January 2011 and July 2013.Patients: Of all consecutive critically ill sepsis patients, admission glucose was used to stratify patients in euglycemia (71-140 mg/dL), mild hyperglycemia (141-199 mg/dL), and severe hyperglycemia (≥ 200 mg/dL), and patients with hypoglycemia were excluded. Fifteen plasma biomarkers providing insight in key host responses implicated in sepsis pathogenesis were measured on admission.Measurements and Main Results: Of 987 sepsis patients with admission glucose levels greater than 70 mg/dL, 519 (52.6%) had normal glucose levels, 267 (27.1%) had mild, and 201 (20.4%) severe hyperglycemia. Admission hyperglycemia was accompanied by mitigated alterations in plasma host response biomarker levels indicative of activation of the cytokine network, the vascular endothelium, and the coagulation system in patients without a history of diabetes. Severe, but not mild, admission hyperglycemia was associated with increased 30-day mortality (adjusted hazard ratio, 1.66 [95% CI, 1.24-2.23]), in both patients without diabetes (adjusted hazard ratio, 1.65 [95% CI, 1.12-2.42]) and with diabetes (adjusted hazard ratio, 1.91 [95% CI, 1.01-3.62]).Conclusion: Admission hyperglycemia is associated with adverse outcome of sepsis irrespective of the presence or absence of preexisting diabetes by a mechanism unrelated to exaggerated inflammation or coagulation. [ABSTRACT FROM AUTHOR]- Published
- 2016
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34. Interobserver Agreement of Centers for Disease Control and Prevention Criteria for Classifying Infections in Critically III Patients.
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Klein Klouwenberg, Peter M. C., Ong, David S. Y., Bos, Lieuwe D. J., de Beer, Friso M., van Hooijdonk, Roosmarijn T. M., Huson, Mischa A., Straat, Marleen, van Vught, Lonneke A., Wieske, Luuk, Horn, Janneke, Schultz, Marcus J., van der Poll, Tom, Bonten, Marc J. M., and Cremer, Olaf L.
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INFECTION , *SEPSIS , *INTENSIVE care patients , *DIAGNOSIS , *HOSPITALS , *PATIENTS - Abstract
Objectives: Correct classification of the source of infection is important in observational and interventional studies of sepsis. Centers for Disease Control and Prevention criteria are most commonly used for this purpose, but the robustness of these definitions in critically ill patients is not known. We hypothesized that in a mixed ICU population, the performance of these criteria would be generally reduced and would vary among diagnostic subgroups. Design: Prospective cohort. Setting: Data were collected as part of a cohort of 1,214 critically ill patients admitted to two hospitals in The Netherlands between January 2011 and June 2011. Patients: Eight observers assessed a random sample of 168 of 554 patients who had experienced at least one infectious episode in the ICU. Each patient was assessed by two randomly selected observers who independently scored the source of infection (by affected organ system or site), the plausibility of infection (rated as none, possible, probable, or definite), and the most likely causative pathogen. Assessments were based on a post hoc review of all available clinical, radiological, and microbiological evidence. The observed diagnostic agreement for source of infection was classified as partial (i.e., matching on organ system or site) or complete (i.e., matching on specific diagnostic terms), for plausibility as partial (2-point scale) or complete (4-point scale), and for causative pathogens as an approximate or exact pathogen match. Interobserver agreement was expressed as a concordant percentage and as a kappa statistic. Interventions: None. Measurements and Main Results: A total of 206 infectious episodes were observed. Agreement regarding the source of infection was 89% (183/206) and 69% (142/206) for a partial and complete diagnostic match, respectively. This resulted in a kappa of 0.85 (95% CI, 0.79–0.90). Agreement varied from 63% to 91% within major diagnostic categories and from 35% to 97% within specific diagnostic subgroups, with the lowest concordance observed in cases of ventilator-associated pneumonia. In the 142 episodes for which a complete match on source of infection was obtained, the interobserver agreement for plausibility of infection was 83% and 65% on a 2- and 4-point scale, respectively. For causative pathogen, agreement was 78% and 70% for an approximate and exact pathogen match, respectively. Conclusions: Interobserver agreement for classifying sources of infection using Centers for Disease Control and Prevention criteria was excellent overall. However, full concordance on all aspects of the diagnosis between independent observers was rare for some types of infection, in particular for ventilator-associated pneumonia. [ABSTRACT FROM AUTHOR]
- Published
- 2013
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